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See the GNU + Library General Public License for more details. + + You should have received a copy of the GNU Library General Public + License along with this library; if not, write to the Free + Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA + +*/ + +#ifndef _CAMERA_H +#define _CAMERA_H + +#include "_pygame.h" +#include "camera.h" + +#endif + diff --git a/EXE version/main/_ctypes.pyd b/EXE version/main/_ctypes.pyd new file mode 100644 index 00000000..984eabf9 Binary files /dev/null and b/EXE version/main/_ctypes.pyd differ diff --git a/EXE version/main/_decimal.pyd b/EXE version/main/_decimal.pyd new file mode 100644 index 00000000..060f288b Binary files /dev/null and b/EXE version/main/_decimal.pyd differ diff --git a/EXE version/main/_hashlib.pyd b/EXE version/main/_hashlib.pyd new file mode 100644 index 00000000..1cabad58 Binary files /dev/null and b/EXE version/main/_hashlib.pyd differ diff --git a/EXE version/main/_lzma.pyd b/EXE version/main/_lzma.pyd new file mode 100644 index 00000000..4d3cc6ad Binary files /dev/null and b/EXE version/main/_lzma.pyd differ diff --git a/EXE version/main/_multiprocessing.pyd b/EXE version/main/_multiprocessing.pyd new file mode 100644 index 00000000..12bf70e1 Binary files /dev/null and b/EXE version/main/_multiprocessing.pyd differ diff --git a/EXE version/main/_overlapped.pyd b/EXE version/main/_overlapped.pyd new file mode 100644 index 00000000..f5a6cfaa Binary files /dev/null and b/EXE version/main/_overlapped.pyd differ diff --git a/EXE version/main/_pygame.h b/EXE version/main/_pygame.h new file mode 100644 index 00000000..aad4f760 --- /dev/null +++ b/EXE version/main/_pygame.h @@ -0,0 +1,361 @@ +/* + pygame - Python Game Library + Copyright (C) 2000-2001 Pete Shinners + + This library is free software; you can redistribute it and/or + modify it under the terms of the GNU Library General Public + License as published by the Free Software Foundation; either + version 2 of the License, or (at your option) any later version. + + This library is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU + Library General Public License for more details. + + You should have received a copy of the GNU Library General Public + License along with this library; if not, write to the Free + Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA + + Pete Shinners + pete@shinners.org +*/ + +/* This will use PYGAMEAPI_EXTERN_SLOTS instead + * of PYGAMEAPI_DEFINE_SLOTS for base modules. + */ +#ifndef _PYGAME_INTERNAL_H +#define _PYGAME_INTERNAL_H + +#include "pgplatform.h" +/* + If PY_SSIZE_T_CLEAN is defined before including Python.h, length is a + Py_ssize_t rather than an int for all # variants of formats (s#, y#, etc.) +*/ +#define PY_SSIZE_T_CLEAN +#include + +/* Ensure PyPy-specific code is not in use when running on GraalPython (PR #2580) */ +#if defined(GRAALVM_PYTHON) && defined(PYPY_VERSION) +#undef PYPY_VERSION +#endif + +#include + +/* IS_SDLv1 is 1 if SDL 1.x.x, 0 otherwise */ +/* IS_SDLv2 is 1 if at least SDL 2.0.0, 0 otherwise */ +#if !(SDL_VERSION_ATLEAST(2, 0, 0)) +#define IS_SDLv2 0 +#define IS_SDLv1 1 +#else +#define IS_SDLv2 1 +#define IS_SDLv1 0 +#endif + +/*#if IS_SDLv1 && PG_MAJOR_VERSION >= 2 +#error pygame 2 requires SDL 2 +#endif*/ + +#if IS_SDLv2 +/* SDL 1.2 constants removed from SDL 2 */ +typedef enum { + SDL_HWSURFACE = 0, + SDL_RESIZABLE = SDL_WINDOW_RESIZABLE, + SDL_ASYNCBLIT = 0, + SDL_OPENGL = SDL_WINDOW_OPENGL, + SDL_OPENGLBLIT = 0, + SDL_ANYFORMAT = 0, + SDL_HWPALETTE = 0, + SDL_DOUBLEBUF = 0, + SDL_FULLSCREEN = SDL_WINDOW_FULLSCREEN, + SDL_HWACCEL = 0, + SDL_SRCCOLORKEY = 0, + SDL_RLEACCELOK = 0, + SDL_SRCALPHA = 0, + SDL_NOFRAME = SDL_WINDOW_BORDERLESS, + SDL_GL_SWAP_CONTROL = 0, + TIMER_RESOLUTION = 0 +} PygameVideoFlags; + +/* the wheel button constants were removed from SDL 2 */ +typedef enum { + PGM_BUTTON_LEFT = SDL_BUTTON_LEFT, + PGM_BUTTON_RIGHT = SDL_BUTTON_RIGHT, + PGM_BUTTON_MIDDLE = SDL_BUTTON_MIDDLE, + PGM_BUTTON_WHEELUP = 4, + PGM_BUTTON_WHEELDOWN = 5, + PGM_BUTTON_X1 = SDL_BUTTON_X1 + 2, + PGM_BUTTON_X2 = SDL_BUTTON_X2 + 2, + PGM_BUTTON_KEEP = 0x80 +} PygameMouseFlags; + +typedef enum { + /* Any SDL_* events here are for backward compatibility. */ + SDL_NOEVENT = 0, + + SDL_ACTIVEEVENT = SDL_USEREVENT, + SDL_VIDEORESIZE, + SDL_VIDEOEXPOSE, + + PGE_MIDIIN, + PGE_MIDIOUT, + PGE_KEYREPEAT, /* Special internal pygame event, for managing key-presses */ + + /* DO NOT CHANGE THE ORDER OF EVENTS HERE */ + PGE_WINDOWSHOWN, + PGE_WINDOWHIDDEN, + PGE_WINDOWEXPOSED, + PGE_WINDOWMOVED, + PGE_WINDOWRESIZED, + PGE_WINDOWSIZECHANGED, + PGE_WINDOWMINIMIZED, + PGE_WINDOWMAXIMIZED, + PGE_WINDOWRESTORED, + PGE_WINDOWENTER, + PGE_WINDOWLEAVE, + PGE_WINDOWFOCUSGAINED, + PGE_WINDOWFOCUSLOST, + PGE_WINDOWCLOSE, + PGE_WINDOWTAKEFOCUS, + PGE_WINDOWHITTEST, + + /* Here we define PGPOST_* events, events that act as a one-to-one + * proxy for SDL events (and some extra events too!), the proxy is used + * internally when pygame users use event.post() + * + * At a first glance, these may look redundant, but they are really + * important, especially with event blocking. If proxy events are + * not there, blocked events dont make it to our event filter, and + * that can break a lot of stuff. + * + * IMPORTANT NOTE: Do not post events directly with these proxy types, + * use the appropriate functions from event.c, that handle these proxy + * events for you. + * Proxy events are for internal use only */ + PGPOST_EVENTBEGIN, /* mark start of proxy-events */ + PGPOST_ACTIVEEVENT = PGPOST_EVENTBEGIN, + PGPOST_AUDIODEVICEADDED, + PGPOST_AUDIODEVICEREMOVED, + PGPOST_CONTROLLERAXISMOTION, + PGPOST_CONTROLLERBUTTONDOWN, + PGPOST_CONTROLLERBUTTONUP, + PGPOST_CONTROLLERDEVICEADDED, + PGPOST_CONTROLLERDEVICEREMOVED, + PGPOST_CONTROLLERDEVICEREMAPPED, + PGPOST_CONTROLLERTOUCHPADDOWN, + PGPOST_CONTROLLERTOUCHPADMOTION, + PGPOST_CONTROLLERTOUCHPADUP, + PGPOST_DOLLARGESTURE, + PGPOST_DOLLARRECORD, + PGPOST_DROPFILE, + PGPOST_DROPTEXT, + PGPOST_DROPBEGIN, + PGPOST_DROPCOMPLETE, + PGPOST_FINGERMOTION, + PGPOST_FINGERDOWN, + PGPOST_FINGERUP, + PGPOST_KEYDOWN, + PGPOST_KEYUP, + PGPOST_JOYAXISMOTION, + PGPOST_JOYBALLMOTION, + PGPOST_JOYHATMOTION, + PGPOST_JOYBUTTONDOWN, + PGPOST_JOYBUTTONUP, + PGPOST_JOYDEVICEADDED, + PGPOST_JOYDEVICEREMOVED, + PGPOST_MIDIIN, + PGPOST_MIDIOUT, + PGPOST_MOUSEMOTION, + PGPOST_MOUSEBUTTONDOWN, + PGPOST_MOUSEBUTTONUP, + PGPOST_MOUSEWHEEL, + PGPOST_MULTIGESTURE, + PGPOST_NOEVENT, + PGPOST_QUIT, + PGPOST_SYSWMEVENT, + PGPOST_TEXTEDITING, + PGPOST_TEXTINPUT, + PGPOST_VIDEORESIZE, + PGPOST_VIDEOEXPOSE, + PGPOST_WINDOWSHOWN, + PGPOST_WINDOWHIDDEN, + PGPOST_WINDOWEXPOSED, + PGPOST_WINDOWMOVED, + PGPOST_WINDOWRESIZED, + PGPOST_WINDOWSIZECHANGED, + PGPOST_WINDOWMINIMIZED, + PGPOST_WINDOWMAXIMIZED, + PGPOST_WINDOWRESTORED, + PGPOST_WINDOWENTER, + PGPOST_WINDOWLEAVE, + PGPOST_WINDOWFOCUSGAINED, + PGPOST_WINDOWFOCUSLOST, + PGPOST_WINDOWCLOSE, + PGPOST_WINDOWTAKEFOCUS, + PGPOST_WINDOWHITTEST, + + PGE_USEREVENT, /* this event must stay in this position only */ + + PG_NUMEVENTS = SDL_LASTEVENT /* Not an event. Indicates end of user events. */ +} PygameEventCode; + +typedef enum { + SDL_APPFOCUSMOUSE, + SDL_APPINPUTFOCUS, + SDL_APPACTIVE +} PygameAppCode; + +/* Surface flags: based on SDL 1.2 flags */ +typedef enum { + PGS_SWSURFACE = 0x00000000, + PGS_HWSURFACE = 0x00000001, + PGS_ASYNCBLIT = 0x00000004, + + PGS_ANYFORMAT = 0x10000000, + PGS_HWPALETTE = 0x20000000, + PGS_DOUBLEBUF = 0x40000000, + PGS_FULLSCREEN = 0x80000000, + PGS_SCALED = 0x00000200, + + PGS_OPENGL = 0x00000002, + PGS_OPENGLBLIT = 0x0000000A, + PGS_RESIZABLE = 0x00000010, + PGS_NOFRAME = 0x00000020, + PGS_SHOWN = 0x00000040, /* Added from SDL 2 */ + PGS_HIDDEN = 0x00000080, /* Added from SDL 2 */ + + PGS_HWACCEL = 0x00000100, + PGS_SRCCOLORKEY = 0x00001000, + PGS_RLEACCELOK = 0x00002000, + PGS_RLEACCEL = 0x00004000, + PGS_SRCALPHA = 0x00010000, + PGS_PREALLOC = 0x01000000 +} PygameSurfaceFlags; + +#else /* IS_SDLv2 */ + +/* To maintain SDL 1.2 build support. */ +#define PGE_USEREVENT SDL_USEREVENT +#define PG_NUMEVENTS SDL_NUMEVENTS +#define PGPOST_EVENTBEGIN 0 +/* These midi events were originally defined in midi.py. + * Note: They are outside the SDL_USEREVENT/SDL_NUMEVENTS event range for + * SDL 1.2. */ +#define PGE_MIDIIN PGE_USEREVENT + 10 +#define PGE_MIDIOUT PGE_USEREVENT + 11 +#endif /* IS_SDLv1 */ + +//TODO Implement check below in a way that does not break CI +/* New buffer protocol (PEP 3118) implemented on all supported Py versions. +#if !defined(Py_TPFLAGS_HAVE_NEWBUFFER) +#error No support for PEP 3118/Py_TPFLAGS_HAVE_NEWBUFFER. Please use a supported Python version. +#endif */ + +#define RAISE(x, y) (PyErr_SetString((x), (y)), (PyObject *)NULL) +#define DEL_ATTR_NOT_SUPPORTED_CHECK(name, value) \ + do { \ + if (!value) { \ + if (name) { \ + PyErr_Format(PyExc_AttributeError, \ + "Cannot delete attribute %s", \ + name); \ + } else { \ + PyErr_SetString(PyExc_AttributeError, \ + "Cannot delete attribute"); \ + } \ + return -1; \ + } \ + } while (0) + +/* + * Initialization checks + */ + +#define VIDEO_INIT_CHECK() \ + if (!SDL_WasInit(SDL_INIT_VIDEO)) \ + return RAISE(pgExc_SDLError, "video system not initialized") + +#define CDROM_INIT_CHECK() \ + if (!SDL_WasInit(SDL_INIT_CDROM)) \ + return RAISE(pgExc_SDLError, "cdrom system not initialized") + +#define JOYSTICK_INIT_CHECK() \ + if (!SDL_WasInit(SDL_INIT_JOYSTICK)) \ + return RAISE(pgExc_SDLError, "joystick system not initialized") + +/* thread check */ +#ifdef WITH_THREAD +#define PG_CHECK_THREADS() (1) +#else /* ~WITH_THREAD */ +#define PG_CHECK_THREADS() \ + (RAISE(PyExc_NotImplementedError, \ + "Python built without thread support")) +#endif /* ~WITH_THREAD */ + +#define PyType_Init(x) (((x).ob_type) = &PyType_Type) + +/* + * event module internals + */ +struct pgEventObject { + PyObject_HEAD int type; + PyObject *dict; +}; + +/* + * surflock module internals + */ +typedef struct { + PyObject_HEAD PyObject *surface; + PyObject *lockobj; + PyObject *weakrefs; +} pgLifetimeLockObject; + +/* + * surface module internals + */ +struct pgSubSurface_Data { + PyObject *owner; + int pixeloffset; + int offsetx, offsety; +}; + +/* + * color module internals + */ +struct pgColorObject { + PyObject_HEAD + Uint8 data[4]; + Uint8 len; +}; + +/* + * include public API + */ +#include "include/_pygame.h" + +#include "pgimport.h" + +/* Slot counts. + * Remember to keep these constants up to date. + */ + +#define PYGAMEAPI_RECT_NUMSLOTS 5 +#define PYGAMEAPI_JOYSTICK_NUMSLOTS 2 +#define PYGAMEAPI_DISPLAY_NUMSLOTS 2 +#define PYGAMEAPI_SURFACE_NUMSLOTS 4 +#define PYGAMEAPI_SURFLOCK_NUMSLOTS 8 +#define PYGAMEAPI_RWOBJECT_NUMSLOTS 6 +#define PYGAMEAPI_PIXELARRAY_NUMSLOTS 2 +#define PYGAMEAPI_COLOR_NUMSLOTS 5 +#define PYGAMEAPI_MATH_NUMSLOTS 2 +#define PYGAMEAPI_CDROM_NUMSLOTS 2 + +#if PG_API_VERSION == 1 +#define PYGAMEAPI_BASE_NUMSLOTS 19 +#define PYGAMEAPI_EVENT_NUMSLOTS 4 +#else /* PG_API_VERSION == 2 */ +#define PYGAMEAPI_BASE_NUMSLOTS 24 +#define PYGAMEAPI_EVENT_NUMSLOTS 6 +#endif /* PG_API_VERSION == 2 */ + +#endif /* _PYGAME_INTERNAL_H */ diff --git a/EXE version/main/_queue.pyd b/EXE version/main/_queue.pyd new file mode 100644 index 00000000..e2d2b2c3 Binary files /dev/null and b/EXE version/main/_queue.pyd differ diff --git a/EXE version/main/_socket.pyd b/EXE version/main/_socket.pyd new file mode 100644 index 00000000..61f8f902 Binary files /dev/null and b/EXE version/main/_socket.pyd differ diff --git a/EXE version/main/_ssl.pyd b/EXE version/main/_ssl.pyd new file mode 100644 index 00000000..b1d02908 Binary files /dev/null and b/EXE version/main/_ssl.pyd differ diff --git a/EXE version/main/_surface.h b/EXE version/main/_surface.h new file mode 100644 index 00000000..016aac01 --- /dev/null +++ b/EXE version/main/_surface.h @@ -0,0 +1,31 @@ +/* + pygame - Python Game Library + Copyright (C) 2000-2001 Pete Shinners + Copyright (C) 2007 Marcus von Appen + + This library is free software; you can redistribute it and/or + modify it under the terms of the GNU Library General Public + License as published by the Free Software Foundation; either + version 2 of the License, or (at your option) any later version. + + This library is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU + Library General Public License for more details. + + You should have received a copy of the GNU Library General Public + License along with this library; if not, write to the Free + Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA + + Pete Shinners + pete@shinners.org +*/ + +#ifndef _SURFACE_H +#define _SURFACE_H + +#include "_pygame.h" +#include "surface.h" + +#endif + diff --git a/EXE version/main/_uuid.pyd b/EXE version/main/_uuid.pyd new file mode 100644 index 00000000..27ccd3dd Binary files /dev/null and b/EXE version/main/_uuid.pyd differ diff --git a/EXE version/main/altgraph-0.17.2.dist-info/INSTALLER b/EXE version/main/altgraph-0.17.2.dist-info/INSTALLER new file mode 100644 index 00000000..a1b589e3 --- /dev/null +++ b/EXE version/main/altgraph-0.17.2.dist-info/INSTALLER @@ -0,0 +1 @@ +pip diff --git a/EXE version/main/altgraph-0.17.2.dist-info/LICENSE b/EXE version/main/altgraph-0.17.2.dist-info/LICENSE new file mode 100644 index 00000000..6013a212 --- /dev/null +++ b/EXE version/main/altgraph-0.17.2.dist-info/LICENSE @@ -0,0 +1,18 @@ +Copyright (c) 2004 Istvan Albert unless otherwise noted. +Copyright (c) 2006-2010 Bob Ippolito +Copyright (2) 2010-2020 Ronald Oussoren, et. al. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to +deal in the Software without restriction, including without limitation the +rights to use, copy, modify, merge, publish, distribute, sublicense, +and/or sell copies of the Software, and to permit persons to whom the +Software is furnished to do so. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING +FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS +IN THE SOFTWARE. diff --git a/EXE version/main/altgraph-0.17.2.dist-info/METADATA b/EXE version/main/altgraph-0.17.2.dist-info/METADATA new file mode 100644 index 00000000..02551a62 --- /dev/null +++ b/EXE version/main/altgraph-0.17.2.dist-info/METADATA @@ -0,0 +1,289 @@ +Metadata-Version: 2.1 +Name: altgraph +Version: 0.17.2 +Summary: Python graph (network) package +Home-page: https://altgraph.readthedocs.io +Author: Ronald Oussoren +Author-email: ronaldoussoren@mac.com +Maintainer: Ronald Oussoren +Maintainer-email: ronaldoussoren@mac.com +License: MIT +Download-URL: http://pypi.python.org/pypi/altgraph +Keywords: graph +Platform: any +Classifier: Intended Audience :: Developers +Classifier: License :: OSI Approved :: MIT License +Classifier: Programming Language :: Python +Classifier: Programming Language :: Python :: 2 +Classifier: Programming Language :: Python :: 2.7 +Classifier: Programming Language :: Python :: 3 +Classifier: Programming Language :: Python :: 3.4 +Classifier: Programming Language :: Python :: 3.5 +Classifier: Programming Language :: Python :: 3.6 +Classifier: Programming Language :: Python :: 3.7 +Classifier: Programming Language :: Python :: 3.8 +Classifier: Programming Language :: Python :: 3.9 +Classifier: Programming Language :: Python :: 3.10 +Classifier: Topic :: Software Development :: Libraries :: Python Modules +Classifier: Topic :: Scientific/Engineering :: Mathematics +Classifier: Topic :: Scientific/Engineering :: Visualization +Description-Content-Type: text/x-rst; charset=UTF-8 +License-File: LICENSE +Project-URL: Documentation, https://altgraph.readthedocs.io/en/latest/ +Project-URL: Issue tracker, https://github.com/ronaldoussoren/altgraph/issues +Project-URL: Repository, https://github.com/ronaldoussoren/altgraph + +altgraph is a fork of graphlib: a graph (network) package for constructing +graphs, BFS and DFS traversals, topological sort, shortest paths, etc. with +graphviz output. + +altgraph includes some additional usage of Python 2.6+ features and +enhancements related to modulegraph and macholib. + +CI status +--------- + +.. image:: https://github.com/ronaldoussoren/altgraph/workflows/Lint/badge.svg +.. image:: https://github.com/ronaldoussoren/altgraph/workflows/Test/badge.svg + +Project links +------------- + +* `Documentation `_ + +* `Issue Tracker `_ + +* `Repository `_ + + +Release history +=============== + +0.17.1 +------ + +* Explicitly mark Python 3.10 as supported in wheel metadata. + +0.17 +---- + +* Explicitly mark Python 3.8 as supported in wheel metadata. + +* Migrate from Bitbucket to GitHub + +* Run black on the entire repository + +0.16.1 +------ + +* Explicitly mark Python 3.7 as supported in wheel metadata. + +0.16 +---- + +* Add LICENSE file + +0.15 +---- + +* ``ObjectGraph.get_edges``, ``ObjectGraph.getEdgeData`` and ``ObjectGraph.updateEdgeData`` + accept *None* as the node to get and treat this as an alias for *self* (as other + methods already did). + +0.14 +---- + +- Issue #7: Remove use of ``iteritems`` in altgraph.GraphAlgo code + +0.13 +---- + +- Issue #4: Graph._bfs_subgraph and back_bfs_subgraph return subgraphs with reversed edges + + Fix by "pombredanne" on bitbucket. + + +0.12 +---- + +- Added ``ObjectGraph.edgeData`` to retrieve the edge data + from a specific edge. + +- Added ``AltGraph.update_edge_data`` and ``ObjectGraph.updateEdgeData`` + to update the data associated with a graph edge. + +0.11 +---- + +- Stabilize the order of elements in dot file exports, + patch from bitbucket user 'pombredanne'. + +- Tweak setup.py file to remove dependency on distribute (but + keep the dependency on setuptools) + + +0.10.2 +------ + +- There where no classifiers in the package metadata due to a bug + in setup.py + +0.10.1 +------ + +This is a bugfix release + +Bug fixes: + +- Issue #3: The source archive contains a README.txt + while the setup file refers to ReadMe.txt. + + This is caused by a misfeature in distutils, as a + workaround I've renamed ReadMe.txt to README.txt + in the source tree and setup file. + + +0.10 +----- + +This is a minor feature release + +Features: + +- Do not use "2to3" to support Python 3. + + As a side effect of this altgraph now supports + Python 2.6 and later, and no longer supports + earlier releases of Python. + +- The order of attributes in the Dot output + is now always alphabetical. + + With this change the output will be consistent + between runs and Python versions. + +0.9 +--- + +This is a minor bugfix release + +Features: + +- Added ``altgraph.ObjectGraph.ObjectGraph.nodes``, a method + yielding all nodes in an object graph. + +Bugfixes: + +- The 0.8 release didn't work with py2app when using + python 3.x. + + +0.8 +----- + +This is a minor feature release. The major new feature +is a extensive set of unittests, which explains almost +all other changes in this release. + +Bugfixes: + +- Installing failed with Python 2.5 due to using a distutils + class that isn't available in that version of Python + (issue #1 on the issue tracker) + +- ``altgraph.GraphStat.degree_dist`` now actually works + +- ``altgraph.Graph.add_edge(a, b, create_nodes=False)`` will + no longer create the edge when one of the nodes doesn't + exist. + +- ``altgraph.Graph.forw_topo_sort`` failed for some sparse graphs. + +- ``altgraph.Graph.back_topo_sort`` was completely broken in + previous releases. + +- ``altgraph.Graph.forw_bfs_subgraph`` now actually works. + +- ``altgraph.Graph.back_bfs_subgraph`` now actually works. + +- ``altgraph.Graph.iterdfs`` now returns the correct result + when the ``forward`` argument is ``False``. + +- ``altgraph.Graph.iterdata`` now returns the correct result + when the ``forward`` argument is ``False``. + + +Features: + +- The ``altgraph.Graph`` constructor now accepts an argument + that contains 2- and 3-tuples instead of requireing that + all items have the same size. The (optional) argument can now + also be any iterator. + +- ``altgraph.Graph.Graph.add_node`` has no effect when you + add a hidden node. + +- The private method ``altgraph.Graph._bfs`` is no longer + present. + +- The private method ``altgraph.Graph._dfs`` is no longer + present. + +- ``altgraph.ObjectGraph`` now has a ``__contains__`` methods, + which means you can use the ``in`` operator to check if a + node is part of a graph. + +- ``altgraph.GraphUtil.generate_random_graph`` will raise + ``GraphError`` instead of looping forever when it is + impossible to create the requested graph. + +- ``altgraph.Dot.edge_style`` raises ``GraphError`` when + one of the nodes is not present in the graph. The method + silently added the tail in the past, but without ensuring + a consistent graph state. + +- ``altgraph.Dot.save_img`` now works when the mode is + ``"neato"``. + +0.7.2 +----- + +This is a minor bugfix release + +Bugfixes: + +- distutils didn't include the documentation subtree + +0.7.1 +----- + +This is a minor feature release + +Features: + +- Documentation is now generated using `sphinx `_ + and can be viewed at . + +- The repository has moved to bitbucket + +- ``altgraph.GraphStat.avg_hops`` is no longer present, the function had no + implementation and no specified behaviour. + +- the module ``altgraph.compat`` is gone, which means altgraph will no + longer work with Python 2.3. + + +0.7.0 +----- + +This is a minor feature release. + +Features: + +- Support for Python 3 + +- It is now possible to run tests using 'python setup.py test' + + (The actual testsuite is still very minimal though) + + diff --git a/EXE version/main/altgraph-0.17.2.dist-info/RECORD b/EXE version/main/altgraph-0.17.2.dist-info/RECORD new file mode 100644 index 00000000..d93b5ad6 --- /dev/null +++ b/EXE version/main/altgraph-0.17.2.dist-info/RECORD @@ -0,0 +1,21 @@ +altgraph-0.17.2.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4 +altgraph-0.17.2.dist-info/LICENSE,sha256=bBlNbbDGTUVTXRDJUUK5sM2nt9zH8d3uMCs9U289vkY,1002 +altgraph-0.17.2.dist-info/METADATA,sha256=F3Nk9zBKSMii3kNr_Ju4si34--Zoud_UMHFHsZT6yt8,7221 +altgraph-0.17.2.dist-info/RECORD,, +altgraph-0.17.2.dist-info/WHEEL,sha256=Z-nyYpwrcSqxfdux5Mbn_DQ525iP7J2DG3JgGvOYyTQ,110 +altgraph-0.17.2.dist-info/top_level.txt,sha256=HEBeRWf5ItVPc7Y9hW7hGlrLXZjPoL4by6CAhBV_BwA,9 +altgraph-0.17.2.dist-info/zip-safe,sha256=AbpHGcgLb-kRsJGnwFEktk7uzpZOCcBY74-YBdrKVGs,1 +altgraph/Dot.py,sha256=fHS-GozpcEKyWxW2v110JaFMS68iIc0oYFlFDuNQgOQ,9901 +altgraph/Graph.py,sha256=6b6fSHLA5QSqMDnSHIO7_WJnBYIdq3K5Bt8VipRODwg,20788 +altgraph/GraphAlgo.py,sha256=Uu9aTjSKWi38iQ_e9ZrwCnzQaI1WWFDhJ6kfmu0jxAA,5645 +altgraph/GraphStat.py,sha256=vj3VqCOkzpAKggxVFLE_AlMIfPm1WN17DX4rbZjXAx4,1890 +altgraph/GraphUtil.py,sha256=1T4DJc2bJn6EIU_Ct4m0oiKlXWkXvqcXE8CGL2K9en8,3990 +altgraph/ObjectGraph.py,sha256=o7fPJtyBEgJSXAkUjzvj35B-FOY4uKzfLGqSvTitx8c,6490 +altgraph/__init__.py,sha256=YtY-rHf6X_lYk8820da2uVZT-C-B9KGpGXvBg1oZ0Fc,5015 +altgraph/__pycache__/Dot.cpython-39.pyc,, +altgraph/__pycache__/Graph.cpython-39.pyc,, +altgraph/__pycache__/GraphAlgo.cpython-39.pyc,, +altgraph/__pycache__/GraphStat.cpython-39.pyc,, +altgraph/__pycache__/GraphUtil.cpython-39.pyc,, +altgraph/__pycache__/ObjectGraph.cpython-39.pyc,, +altgraph/__pycache__/__init__.cpython-39.pyc,, diff --git a/EXE version/main/altgraph-0.17.2.dist-info/WHEEL b/EXE version/main/altgraph-0.17.2.dist-info/WHEEL new file mode 100644 index 00000000..01b8fc7d --- /dev/null +++ b/EXE version/main/altgraph-0.17.2.dist-info/WHEEL @@ -0,0 +1,6 @@ +Wheel-Version: 1.0 +Generator: bdist_wheel (0.36.2) +Root-Is-Purelib: true +Tag: py2-none-any +Tag: py3-none-any + diff --git a/EXE version/main/altgraph-0.17.2.dist-info/top_level.txt b/EXE version/main/altgraph-0.17.2.dist-info/top_level.txt new file mode 100644 index 00000000..5ad6b8ad --- /dev/null +++ b/EXE version/main/altgraph-0.17.2.dist-info/top_level.txt @@ -0,0 +1 @@ +altgraph diff --git a/EXE version/main/altgraph-0.17.2.dist-info/zip-safe b/EXE version/main/altgraph-0.17.2.dist-info/zip-safe new file mode 100644 index 00000000..8b137891 --- /dev/null +++ b/EXE version/main/altgraph-0.17.2.dist-info/zip-safe @@ -0,0 +1 @@ + diff --git a/EXE version/main/base_library.zip b/EXE version/main/base_library.zip new file mode 100644 index 00000000..f2fe6146 Binary files /dev/null and b/EXE version/main/base_library.zip differ diff --git a/EXE version/main/camera.h b/EXE version/main/camera.h new file mode 100644 index 00000000..50010617 --- /dev/null +++ b/EXE version/main/camera.h @@ -0,0 +1,205 @@ +#ifndef CAMERA_H +#define CAMERA_H +/* + pygame - Python Game Library + + This library is free software; you can redistribute it and/or + modify it under the terms of the GNU Library General Public + License as published by the Free Software Foundation; either + version 2 of the License, or (at your option) any later version. + + This library is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU + Library General Public License for more details. + + You should have received a copy of the GNU Library General Public + License along with this library; if not, write to the Free + Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA + +*/ + +#include "pygame.h" +#include "doc/camera_doc.h" + +#if defined(__unix__) + #include + #include + #include + #include + #include + + #include /* low-level i/o */ + #include + #include + #include + #include + #include + #include + #include + + /* on freebsd there is no asm/types */ + #ifdef linux + #include /* for videodev2.h */ + #endif + + #include +#elif defined(__APPLE__) + #include + /* We support OSX 10.6 and below. */ + #if __MAC_OS_X_VERSION_MAX_ALLOWED <= 1060 + #define PYGAME_MAC_CAMERA_OLD 1 + #endif +#endif + +#if defined(PYGAME_MAC_CAMERA_OLD) + #include + #include + #include +#endif + +/* some constants used which are not defined on non-v4l machines. */ +#ifndef V4L2_PIX_FMT_RGB24 + #define V4L2_PIX_FMT_RGB24 'RGB3' +#endif +#ifndef V4L2_PIX_FMT_RGB444 + #define V4L2_PIX_FMT_RGB444 'R444' +#endif +#ifndef V4L2_PIX_FMT_YUYV + #define V4L2_PIX_FMT_YUYV 'YUYV' +#endif + +#define CLEAR(x) memset (&(x), 0, sizeof (x)) +#define SAT(c) if (c & (~255)) { if (c < 0) c = 0; else c = 255; } +#define SAT2(c) ((c) & (~255) ? ((c) < 0 ? 0 : 255) : (c)) +#define DEFAULT_WIDTH 640 +#define DEFAULT_HEIGHT 480 +#define RGB_OUT 1 +#define YUV_OUT 2 +#define HSV_OUT 4 +#define CAM_V4L 1 /* deprecated. the incomplete support in pygame was removed */ +#define CAM_V4L2 2 + +struct buffer { + void * start; + size_t length; +}; + +#if defined(__unix__) +typedef struct pgCameraObject { + PyObject_HEAD + char* device_name; + int camera_type; + unsigned long pixelformat; + unsigned int color_out; + struct buffer* buffers; + unsigned int n_buffers; + int width; + int height; + int size; + int hflip; + int vflip; + int brightness; + int fd; +} pgCameraObject; +#elif defined(PYGAME_MAC_CAMERA_OLD) +typedef struct pgCameraObject { + PyObject_HEAD + char* device_name; /* unique name of the device */ + OSType pixelformat; + unsigned int color_out; + SeqGrabComponent component; /* A type used by the Sequence Grabber API */ + SGChannel channel; /* Channel of the Sequence Grabber */ + GWorldPtr gworld; /* Pointer to the struct that holds the data of the captured image */ + Rect boundsRect; /* bounds of the image frame */ + long size; /* size of the image in our buffer to draw */ + int hflip; + int vflip; + short depth; + struct buffer pixels; + //struct buffer tmp_pixels /* place where the flipped image in temporarily stored if hflip or vflip is true.*/ +} pgCameraObject; + +#else +/* generic definition. +*/ + +typedef struct pgCameraObject { + PyObject_HEAD + char* device_name; + int camera_type; + unsigned long pixelformat; + unsigned int color_out; + struct buffer* buffers; + unsigned int n_buffers; + int width; + int height; + int size; + int hflip; + int vflip; + int brightness; + int fd; +} pgCameraObject; +#endif + +/* internal functions for colorspace conversion */ +void colorspace (SDL_Surface *src, SDL_Surface *dst, int cspace); +void rgb24_to_rgb (const void* src, void* dst, int length, SDL_PixelFormat* format); +void rgb444_to_rgb (const void* src, void* dst, int length, SDL_PixelFormat* format); +void rgb_to_yuv (const void* src, void* dst, int length, + unsigned long source, SDL_PixelFormat* format); +void rgb_to_hsv (const void* src, void* dst, int length, + unsigned long source, SDL_PixelFormat* format); +void yuyv_to_rgb (const void* src, void* dst, int length, SDL_PixelFormat* format); +void yuyv_to_yuv (const void* src, void* dst, int length, SDL_PixelFormat* format); +void uyvy_to_rgb (const void* src, void* dst, int length, SDL_PixelFormat* format); +void uyvy_to_yuv (const void* src, void* dst, int length, SDL_PixelFormat* format); +void sbggr8_to_rgb (const void* src, void* dst, int width, int height, + SDL_PixelFormat* format); +void yuv420_to_rgb (const void* src, void* dst, int width, int height, + SDL_PixelFormat* format); +void yuv420_to_yuv (const void* src, void* dst, int width, int height, + SDL_PixelFormat* format); + +#if defined(__unix__) +/* internal functions specific to v4l2 */ +char** v4l2_list_cameras (int* num_devices); +int v4l2_get_control (int fd, int id, int *value); +int v4l2_set_control (int fd, int id, int value); +PyObject* v4l2_read_raw (pgCameraObject* self); +int v4l2_xioctl (int fd, int request, void *arg); +int v4l2_process_image (pgCameraObject* self, const void *image, + unsigned int buffer_size, SDL_Surface* surf); +int v4l2_query_buffer (pgCameraObject* self); +int v4l2_read_frame (pgCameraObject* self, SDL_Surface* surf); +int v4l2_stop_capturing (pgCameraObject* self); +int v4l2_start_capturing (pgCameraObject* self); +int v4l2_uninit_device (pgCameraObject* self); +int v4l2_init_mmap (pgCameraObject* self); +int v4l2_init_device (pgCameraObject* self); +int v4l2_close_device (pgCameraObject* self); +int v4l2_open_device (pgCameraObject* self); + +#elif defined(PYGAME_MAC_CAMERA_OLD) +/* internal functions specific to mac */ +char** mac_list_cameras(int* num_devices); +int mac_open_device (pgCameraObject* self); +int mac_init_device(pgCameraObject* self); +int mac_close_device (pgCameraObject* self); +int mac_start_capturing(pgCameraObject* self); +int mac_stop_capturing (pgCameraObject* self); + +int mac_get_control(pgCameraObject* self, int id, int* value); +int mac_set_control(pgCameraObject* self, int id, int value); + +PyObject* mac_read_raw(pgCameraObject *self); +int mac_read_frame(pgCameraObject* self, SDL_Surface* surf); +int mac_camera_idle(pgCameraObject* self); +int mac_copy_gworld_to_surface(pgCameraObject* self, SDL_Surface* surf); + +void flip_image(const void* image, void* flipped_image, int width, int height, + short depth, int hflip, int vflip); + +#endif + +#endif /* !CAMERA_H */ diff --git a/EXE version/main/fastevents.h b/EXE version/main/fastevents.h new file mode 100644 index 00000000..04098c3a --- /dev/null +++ b/EXE version/main/fastevents.h @@ -0,0 +1,48 @@ +#ifndef _FASTEVENTS_H_ +#define _FASTEVENTS_H_ +/* + NET2 is a threaded, event based, network IO library for SDL. + Copyright (C) 2002 Bob Pendleton + + This library is free software; you can redistribute it and/or + modify it under the terms of the GNU Lesser General Public License + as published by the Free Software Foundation; either version 2.1 + of the License, or (at your option) any later version. + + This library is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU + Lesser General Public License for more details. + + You should have received a copy of the GNU Lesser General Public + License along with this library; if not, write to the Free + Software Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA + 02111-1307 USA + + If you do not wish to comply with the terms of the LGPL please + contact the author as other terms are available for a fee. + + Bob Pendleton + Bob@Pendleton.com +*/ + +#include "SDL.h" + +#ifdef __cplusplus +extern "C" { +#endif + + int FE_Init(void); // Initialize FE + void FE_Quit(void); // shutdown FE + + void FE_PumpEvents(void); // replacement for SDL_PumpEvents + int FE_PollEvent(SDL_Event *event); // replacement for SDL_PollEvent + int FE_WaitEvent(SDL_Event *event); // replacement for SDL_WaitEvent + int FE_PushEvent(SDL_Event *event); // replacement for SDL_PushEvent + + char *FE_GetError(void); // get the last error +#ifdef __cplusplus +} +#endif + +#endif diff --git a/EXE version/main/font.h b/EXE version/main/font.h new file mode 100644 index 00000000..98784354 --- /dev/null +++ b/EXE version/main/font.h @@ -0,0 +1,15 @@ +#ifndef PGFONT_INTERNAL_H +#define PGFONT_INTERNAL_H + +#include + +/* test font initialization */ +#define FONT_INIT_CHECK() \ + if(!(*(int*)PyFONT_C_API[2])) \ + return RAISE(pgExc_SDLError, "font system not initialized") + +#include "include/pygame_font.h" + +#define PYGAMEAPI_FONT_NUMSLOTS 3 + +#endif /* ~PGFONT_INTERNAL_H */ diff --git a/EXE version/main/freetype.h b/EXE version/main/freetype.h new file mode 100644 index 00000000..2f75319f --- /dev/null +++ b/EXE version/main/freetype.h @@ -0,0 +1,123 @@ +/* + pygame - Python Game Library + Copyright (C) 2009 Vicent Marti + + This library is free software; you can redistribute it and/or + modify it under the terms of the GNU Library General Public + License as published by the Free Software Foundation; either + version 2 of the License, or (at your option) any later version. + + This library is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU + Library General Public License for more details. + + You should have received a copy of the GNU Library General Public + License along with this library; if not, write to the Free + Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA + +*/ +#ifndef _PYGAME_FREETYPE_INTERNAL_H_ +#define _PYGAME_FREETYPE_INTERNAL_H_ + +#define PGFT_PYGAME1_COMPAT +#define HAVE_PYGAME_SDL_VIDEO +#define HAVE_PYGAME_SDL_RWOPS + +#include "pgcompat.h" +#include "pgplatform.h" +#include + +#include +#include FT_FREETYPE_H +#include FT_CACHE_H +#include FT_XFREE86_H +#include FT_TRIGONOMETRY_H + +/********************************************************** + * Global module constants + **********************************************************/ + +/* Render styles */ +#define FT_STYLE_NORMAL 0x00 +#define FT_STYLE_STRONG 0x01 +#define FT_STYLE_OBLIQUE 0x02 +#define FT_STYLE_UNDERLINE 0x04 +#define FT_STYLE_WIDE 0x08 +#define FT_STYLE_DEFAULT 0xFF + +/* Bounding box modes */ +#define FT_BBOX_EXACT FT_GLYPH_BBOX_SUBPIXELS +#define FT_BBOX_EXACT_GRIDFIT FT_GLYPH_BBOX_GRIDFIT +#define FT_BBOX_PIXEL FT_GLYPH_BBOX_TRUNCATE +#define FT_BBOX_PIXEL_GRIDFIT FT_GLYPH_BBOX_PIXELS + +/* Rendering flags */ +#define FT_RFLAG_NONE (0) +#define FT_RFLAG_ANTIALIAS (1 << 0) +#define FT_RFLAG_AUTOHINT (1 << 1) +#define FT_RFLAG_VERTICAL (1 << 2) +#define FT_RFLAG_HINTED (1 << 3) +#define FT_RFLAG_KERNING (1 << 4) +#define FT_RFLAG_TRANSFORM (1 << 5) +#define FT_RFLAG_PAD (1 << 6) +#define FT_RFLAG_ORIGIN (1 << 7) +#define FT_RFLAG_UCS4 (1 << 8) +#define FT_RFLAG_USE_BITMAP_STRIKES (1 << 9) +#define FT_RFLAG_DEFAULTS (FT_RFLAG_HINTED | \ + FT_RFLAG_USE_BITMAP_STRIKES | \ + FT_RFLAG_ANTIALIAS) + + +#define FT_RENDER_NEWBYTEARRAY 0x0 +#define FT_RENDER_NEWSURFACE 0x1 +#define FT_RENDER_EXISTINGSURFACE 0x2 + +/********************************************************** + * Global module types + **********************************************************/ + +typedef struct _scale_s { + FT_UInt x, y; +} Scale_t; +typedef FT_Angle Angle_t; + +struct fontinternals_; +struct freetypeinstance_; + +typedef struct { + FT_Long font_index; + FT_Open_Args open_args; +} pgFontId; + +typedef struct { + PyObject_HEAD + pgFontId id; + PyObject *path; + int is_scalable; + int is_bg_col_set; + + Scale_t face_size; + FT_Int16 style; + FT_Int16 render_flags; + double strength; + double underline_adjustment; + FT_UInt resolution; + Angle_t rotation; + FT_Matrix transform; + FT_Byte fgcolor[4]; + FT_Byte bgcolor[4]; + + struct freetypeinstance_ *freetype; /* Personal reference */ + struct fontinternals_ *_internals; +} pgFontObject; + +#define pgFont_IS_ALIVE(o) \ + (((pgFontObject *)(o))->_internals != 0) + +/* import public API */ +#include "include/pygame_freetype.h" + +#define PYGAMEAPI_FREETYPE_NUMSLOTS 2 + +#endif /* ~_PYGAME_FREETYPE_INTERNAL_H_ */ diff --git a/EXE version/main/include/_pygame.h b/EXE version/main/include/_pygame.h new file mode 100644 index 00000000..ef7be916 --- /dev/null +++ b/EXE version/main/include/_pygame.h @@ -0,0 +1,649 @@ +/* + pygame - Python Game Library + Copyright (C) 2000-2001 Pete Shinners + + This library is free software; you can redistribute it and/or + modify it under the terms of the GNU Library General Public + License as published by the Free Software Foundation; either + version 2 of the License, or (at your option) any later version. + + This library is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU + Library General Public License for more details. + + You should have received a copy of the GNU Library General Public + License along with this library; if not, write to the Free + Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA + + Pete Shinners + pete@shinners.org +*/ + +#ifndef _PYGAME_H +#define _PYGAME_H + +/** This header file includes all the definitions for the + ** base pygame extensions. This header only requires + ** Python includes (and SDL.h for functions that use SDL types). + ** The reason for functions prototyped with #define's is + ** to allow for maximum Python portability. It also uses + ** Python as the runtime linker, which allows for late binding. + '' For more information on this style of development, read + ** the Python docs on this subject. + ** http://www.python.org/doc/current/ext/using-cobjects.html + ** + ** If using this to build your own derived extensions, + ** you'll see that the functions available here are mainly + ** used to help convert between python objects and SDL objects. + ** Since this library doesn't add a lot of functionality to + ** the SDL library, it doesn't need to offer a lot either. + ** + ** When initializing your extension module, you must manually + ** import the modules you want to use. (this is the part about + ** using python as the runtime linker). Each module has its + ** own import_xxx() routine. You need to perform this import + ** after you have initialized your own module, and before + ** you call any routines from that module. Since every module + ** in pygame does this, there are plenty of examples. + ** + ** The base module does include some useful conversion routines + ** that you are free to use in your own extension. + **/ + +#include "pgplatform.h" +#include + + +/* version macros (defined since version 1.9.5) */ +#define PG_MAJOR_VERSION 2 +#define PG_MINOR_VERSION 0 +#define PG_PATCH_VERSION 2 +#define PG_VERSIONNUM(MAJOR, MINOR, PATCH) (1000*(MAJOR) + 100*(MINOR) + (PATCH)) +#define PG_VERSION_ATLEAST(MAJOR, MINOR, PATCH) \ + (PG_VERSIONNUM(PG_MAJOR_VERSION, PG_MINOR_VERSION, PG_PATCH_VERSION) >= \ + PG_VERSIONNUM(MAJOR, MINOR, PATCH)) + +/* SDL 1.x/2.x and pygame 1.x/2.x + */ +#if defined(SDL_VERSION_ATLEAST) +#if (SDL_VERSION_ATLEAST(2, 0, 0)) +#define PG_API_VERSION 2 +#else /* SDL 1 */ +/* for now: allow pygame 2 to be compiled with SDL 1. */ +#define PG_API_VERSION 1 +#endif /* SDL 1 */ +#else /* NO SDL */ +#define PG_API_VERSION ((PG_MAJOR_VERSION == 1) ? 1 : 2) +#endif /* NO SDL */ + +#include "pgcompat.h" + + +/* Flag indicating a pg_buffer; used for assertions within callbacks */ +#ifndef NDEBUG +#define PyBUF_PYGAME 0x4000 +#endif +#define PyBUF_HAS_FLAG(f, F) (((f) & (F)) == (F)) + +/* Array information exchange struct C type; inherits from Py_buffer + * + * Pygame uses its own Py_buffer derived C struct as an internal representation + * of an imported array buffer. The extended Py_buffer allows for a + * per-instance release callback, + */ +typedef void (*pybuffer_releaseproc)(Py_buffer *); + +typedef struct pg_bufferinfo_s { + Py_buffer view; + PyObject *consumer; /* Input: Borrowed reference */ + pybuffer_releaseproc release_buffer; +} pg_buffer; + +#include "pgimport.h" + +/* + * BASE module + */ +#ifndef PYGAMEAPI_BASE_INTERNAL +#define pgExc_SDLError \ + ((PyObject *) \ + PYGAMEAPI_GET_SLOT(base, 0)) + +#define pg_RegisterQuit \ + (*(void (*)(void (*)(void))) \ + PYGAMEAPI_GET_SLOT(base, 1)) + +#define pg_IntFromObj \ + (*(int (*)(PyObject *, int *)) \ + PYGAMEAPI_GET_SLOT(base, 2)) + +#define pg_IntFromObjIndex \ + (*(int (*)(PyObject *, int, int *)) \ + PYGAMEAPI_GET_SLOT(base, 3)) + +#define pg_TwoIntsFromObj \ + (*(int (*)(PyObject *, int *, int *)) \ + PYGAMEAPI_GET_SLOT(base, 4)) + +#define pg_FloatFromObj \ + (*(int (*)(PyObject *, float *)) \ + PYGAMEAPI_GET_SLOT(base, 5)) + +#define pg_FloatFromObjIndex \ + (*(int (*)(PyObject *, int, float *)) \ + PYGAMEAPI_GET_SLOT(base, 6)) + +#define pg_TwoFloatsFromObj \ + (*(int (*)(PyObject *, float *, float *)) \ + PYGAMEAPI_GET_SLOT(base, 7)) + +#define pg_UintFromObj \ + (*(int (*)(PyObject *, Uint32 *)) \ + PYGAMEAPI_GET_SLOT(base, 8)) + +#define pg_UintFromObjIndex \ + (*(int (*)(PyObject *, int, Uint32 *)) \ + PYGAMEAPI_GET_SLOT(base, 9)) + +#define pg_mod_autoinit \ + (*(int (*)(const char *)) \ + PYGAMEAPI_GET_SLOT(base, 10)) + +#define pg_mod_autoquit \ + (*(void (*)(const char *)) \ + PYGAMEAPI_GET_SLOT(base, 11)) + +#define pg_RGBAFromObj \ + (*(int (*)(PyObject *, Uint8 *)) \ + PYGAMEAPI_GET_SLOT(base, 12)) + +#define pgBuffer_AsArrayInterface \ + (*(PyObject * (*)(Py_buffer *)) \ + PYGAMEAPI_GET_SLOT(base, 13)) + +#define pgBuffer_AsArrayStruct \ + (*(PyObject * (*)(Py_buffer *)) \ + PYGAMEAPI_GET_SLOT(base, 14)) + +#define pgObject_GetBuffer \ + (*(int (*)(PyObject *, pg_buffer *, int)) \ + PYGAMEAPI_GET_SLOT(base, 15)) + +#define pgBuffer_Release \ + (*(void (*)(pg_buffer *)) \ + PYGAMEAPI_GET_SLOT(base, 16)) + +#define pgDict_AsBuffer \ + (*(int (*)(pg_buffer *, PyObject *, int)) \ + PYGAMEAPI_GET_SLOT(base, 17)) + +#define pgExc_BufferError \ + ((PyObject *) \ + PYGAMEAPI_GET_SLOT(base, 18)) + +#if PG_API_VERSION == 2 +#define pg_GetDefaultWindow \ + (*(SDL_Window * (*)(void)) \ + PYGAMEAPI_GET_SLOT(base, 19)) + +#define pg_SetDefaultWindow \ + (*(void (*)(SDL_Window *)) \ + PYGAMEAPI_GET_SLOT(base, 20)) + +#define pg_GetDefaultWindowSurface \ + (*(pgSurfaceObject * (*)(void)) \ + PYGAMEAPI_GET_SLOT(base, 21)) + +#define pg_SetDefaultWindowSurface \ + (*(void (*)(pgSurfaceObject *)) \ + PYGAMEAPI_GET_SLOT(base, 22)) + +#define pg_EnvShouldBlendAlphaSDL2 \ + (*(char * (*)(void)) \ + PYGAMEAPI_GET_SLOT(base, 23)) + +#endif /* PG_API_VERSION == 2 */ + +#define import_pygame_base() IMPORT_PYGAME_MODULE(base) +#endif /* ~PYGAMEAPI_BASE_INTERNAL */ + +/* + * RECT module + */ +#if !defined(SDL_VERSION_ATLEAST) || PG_API_VERSION == 1 +typedef struct { + int x, y; + int w, h; +} GAME_Rect; +#else /* SDL 2+ */ +typedef SDL_Rect GAME_Rect; +#endif /* SDL 2+ */ + +typedef struct { + PyObject_HEAD GAME_Rect r; + PyObject *weakreflist; +} pgRectObject; + +#define pgRect_AsRect(x) (((pgRectObject *)x)->r) +#ifndef PYGAMEAPI_RECT_INTERNAL +#define pgRect_Type \ + (*(PyTypeObject *) \ + PYGAMEAPI_GET_SLOT(rect, 0)) + +#define pgRect_Check(x) \ + ((x)->ob_type == &pgRect_Type) +#define pgRect_New \ + (*(PyObject * (*)(SDL_Rect *)) \ + PYGAMEAPI_GET_SLOT(rect, 1)) + +#define pgRect_New4 \ + (*(PyObject * (*)(int, int, int, int)) \ + PYGAMEAPI_GET_SLOT(rect, 2)) + +#define pgRect_FromObject \ + (*(GAME_Rect * (*)(PyObject *, GAME_Rect *)) \ + PYGAMEAPI_GET_SLOT(rect, 3)) + +#define pgRect_Normalize (*(void (*)(GAME_Rect *)) PYGAMEAPI_GET_SLOT(rect, 4)) + +#define import_pygame_rect() IMPORT_PYGAME_MODULE(rect) +#endif /* ~PYGAMEAPI_RECT_INTERNAL */ + +/* + * CDROM module + */ + +typedef struct { + PyObject_HEAD int id; +} pgCDObject; + +#define pgCD_AsID(x) (((pgCDObject *)x)->id) +#ifndef PYGAMEAPI_CDROM_INTERNAL +#define pgCD_Type \ + (*(PyTypeObject *) \ + PYGAMEAPI_GET_SLOT(cdrom, 0)) + +#define pgCD_Check(x) \ + ((x)->ob_type == &pgCD_Type) +#define pgCD_New \ + (*(PyObject * (*)(int)) \ + PYGAMEAPI_GET_SLOT(cdrom, 1)) + +#define import_pygame_cd() IMPORT_PYGAME_MODULE(cdrom) +#endif + +/* + * JOYSTICK module + */ +typedef struct pgJoystickObject { + PyObject_HEAD + int id; + SDL_Joystick *joy; + + /* Joysticks form an intrusive linked list. + * + * Note that we don't maintain refcounts for these so they are weakrefs from + * the Python side. + */ + struct pgJoystickObject *next; + struct pgJoystickObject *prev; +} pgJoystickObject; + +#define pgJoystick_AsID(x) (((pgJoystickObject *)x)->id) +#define pgJoystick_AsSDL(x) (((pgJoystickObject *)x)->joy) + +#ifndef PYGAMEAPI_JOYSTICK_INTERNAL +#define pgJoystick_Type \ + (*(PyTypeObject *) \ + PYGAMEAPI_GET_SLOT(joystick, 0)) + +#define pgJoystick_Check(x) \ + ((x)->ob_type == &pgJoystick_Type) +#define pgJoystick_New \ + (*(PyObject * (*)(int)) \ + PYGAMEAPI_GET_SLOT(joystick, 1)) + +#define import_pygame_joystick() IMPORT_PYGAME_MODULE(joystick) +#endif + +/* + * DISPLAY module + */ + +#if defined(SDL_VERSION_ATLEAST) + +#if PG_API_VERSION == 2 +typedef struct { + Uint32 hw_available:1; + Uint32 wm_available:1; + Uint32 blit_hw:1; + Uint32 blit_hw_CC:1; + Uint32 blit_hw_A:1; + Uint32 blit_sw:1; + Uint32 blit_sw_CC:1; + Uint32 blit_sw_A:1; + Uint32 blit_fill:1; + Uint32 video_mem; + SDL_PixelFormat *vfmt; + SDL_PixelFormat vfmt_data; + int current_w; + int current_h; +} pg_VideoInfo; +#endif /* PG_API_VERSION == 2 */ + +typedef struct { +#if PG_API_VERSION == 1 + PyObject_HEAD SDL_VideoInfo info; +#else + PyObject_HEAD pg_VideoInfo info; +#endif +} pgVidInfoObject; + +#define pgVidInfo_AsVidInfo(x) (((pgVidInfoObject *)x)->info) +#endif /* defined(SDL_VERSION_ATLEAST) */ + +#ifndef PYGAMEAPI_DISPLAY_INTERNAL +#define pgVidInfo_Type \ + (*(PyTypeObject *) \ + PYGAMEAPI_GET_SLOT(display, 0)) + +#define pgVidInfo_Check(x) \ + ((x)->ob_type == &pgVidInfo_Type) + +#if PG_API_VERSION == 1 +#define pgVidInfo_New \ + (*(PyObject * (*)(SDL_VideoInfo *)) \ + PYGAMEAPI_GET_SLOT(display, 1)) +#else +#define pgVidInfo_New \ + (*(PyObject * (*)(pg_VideoInfo *)) \ + PYGAMEAPI_GET_SLOT(display, 1)) +#endif + +#define import_pygame_display() IMPORT_PYGAME_MODULE(display) +#endif /* ~PYGAMEAPI_DISPLAY_INTERNAL */ + +/* + * SURFACE module + */ +struct pgSubSurface_Data; +struct SDL_Surface; + +typedef struct { + PyObject_HEAD struct SDL_Surface *surf; +#if PG_API_VERSION == 2 + int owner; +#endif /* PG_API_VERSION == 2 */ + struct pgSubSurface_Data *subsurface; /* ptr to subsurface data (if a + * subsurface)*/ + PyObject *weakreflist; + PyObject *locklist; + PyObject *dependency; +} pgSurfaceObject; +#define pgSurface_AsSurface(x) (((pgSurfaceObject *)x)->surf) + +#ifndef PYGAMEAPI_SURFACE_INTERNAL +#define pgSurface_Type \ + (*(PyTypeObject *) \ + PYGAMEAPI_GET_SLOT(surface, 0)) + +#define pgSurface_Check(x) \ + (PyObject_IsInstance((x), (PyObject *) &pgSurface_Type)) +#if PG_API_VERSION == 1 +#define pgSurface_New \ + (*(pgSurfaceObject * (*)(SDL_Surface *)) \ + PYGAMEAPI_GET_SLOT(surface, 1)) + +#define pgSurface_SetSurface \ + (*(int (*)(pgSurfaceObject *, SDL_Surface *)) \ + PYGAMEAPI_GET_SLOT(surface, 3)) + +#else /* PG_API_VERSION == 2 */ +#define pgSurface_New2 \ + (*(pgSurfaceObject * (*)(SDL_Surface *, int)) \ + PYGAMEAPI_GET_SLOT(surface, 1)) + +#define pgSurface_SetSurface \ + (*(int (*)(pgSurfaceObject *, SDL_Surface *, int)) \ + PYGAMEAPI_GET_SLOT(surface, 3)) + +#endif /* PG_API_VERSION == 2 */ +#define pgSurface_Blit \ + (*(int (*)(pgSurfaceObject *, pgSurfaceObject *, GAME_Rect *, GAME_Rect *, int)) \ + PYGAMEAPI_GET_SLOT(surface, 2)) + +#define import_pygame_surface() \ + do { \ + IMPORT_PYGAME_MODULE(surface); \ + if (PyErr_Occurred() != NULL) \ + break; \ + IMPORT_PYGAME_MODULE(surflock); \ + } while (0) + +#if PG_API_VERSION == 2 +#define pgSurface_New(surface) pgSurface_New2((surface), 1) +#define pgSurface_NewNoOwn(surface) pgSurface_New2((surface), 0) +#endif /* PG_API_VERSION == 2 */ + +#endif /* ~PYGAMEAPI_SURFACE_INTERNAL */ + +/* + * SURFLOCK module + * auto imported/initialized by surface + */ +#ifndef PYGAMEAPI_SURFLOCK_INTERNAL +#define pgLifetimeLock_Type \ + (*(PyTypeObject *) \ + PYGAMEAPI_GET_SLOT(surflock, 0)) + +#define pgLifetimeLock_Check(x) \ + ((x)->ob_type == &pgLifetimeLock_Type) + +#define pgSurface_Prep(x) \ + if ((x)->subsurface) \ + (*(*(void (*)(pgSurfaceObject *)) \ + PYGAMEAPI_GET_SLOT(surflock, 1)))(x) + +#define pgSurface_Unprep(x) \ + if ((x)->subsurface) \ + (*(*(void (*)(pgSurfaceObject *)) \ + PYGAMEAPI_GET_SLOT(surflock, 2)))(x) + +#define pgSurface_Lock \ + (*(int (*)(pgSurfaceObject *)) \ + PYGAMEAPI_GET_SLOT(surflock, 3)) + +#define pgSurface_Unlock \ + (*(int (*)(pgSurfaceObject *)) \ + PYGAMEAPI_GET_SLOT(surflock, 4)) + +#define pgSurface_LockBy \ + (*(int (*)(pgSurfaceObject *, PyObject *)) \ + PYGAMEAPI_GET_SLOT(surflock, 5)) + +#define pgSurface_UnlockBy \ + (*(int (*)(pgSurfaceObject *, PyObject *)) \ + PYGAMEAPI_GET_SLOT(surflock, 6)) + +#define pgSurface_LockLifetime \ + (*(PyObject * (*)(PyObject *, PyObject *)) \ + PYGAMEAPI_GET_SLOT(surflock, 7)) +#endif + +/* + * EVENT module + */ +typedef struct pgEventObject pgEventObject; + +#ifndef PYGAMEAPI_EVENT_INTERNAL +#define pgEvent_Type \ + (*(PyTypeObject *) \ + PYGAMEAPI_GET_SLOT(event, 0)) + +#define pgEvent_Check(x) \ + ((x)->ob_type == &pgEvent_Type) + +#define pgEvent_New \ + (*(PyObject * (*)(SDL_Event *)) \ + PYGAMEAPI_GET_SLOT(event, 1)) + +#define pgEvent_New2 \ + (*(PyObject * (*)(int, PyObject *)) \ + PYGAMEAPI_GET_SLOT(event, 2)) + +#define pgEvent_FillUserEvent \ + (*(int (*)(pgEventObject *, SDL_Event *)) \ + PYGAMEAPI_GET_SLOT(event, 3)) + +#if PG_API_VERSION == 2 +#define pg_EnableKeyRepeat \ + (*(int (*)(int, int)) \ + PYGAMEAPI_GET_SLOT(event, 4)) + +#define pg_GetKeyRepeat \ + (*(void (*)(int *, int *)) \ + PYGAMEAPI_GET_SLOT(event, 5)) +#endif /* PG_API_VERSION == 2 */ + +#define import_pygame_event() IMPORT_PYGAME_MODULE(event) +#endif + +/* + * RWOBJECT module + * the rwobject are only needed for C side work, not accessable from python. + */ +#ifndef PYGAMEAPI_RWOBJECT_INTERNAL +#define pgRWops_FromObject \ + (*(SDL_RWops * (*)(PyObject *)) \ + PYGAMEAPI_GET_SLOT(rwobject, 0)) + +#define pgRWops_IsFileObject \ + (*(int (*)(SDL_RWops *)) \ + PYGAMEAPI_GET_SLOT(rwobject, 1)) + +#define pg_EncodeFilePath \ + (*(PyObject * (*)(PyObject *, PyObject *)) \ + PYGAMEAPI_GET_SLOT(rwobject, 2)) + +#define pg_EncodeString \ + (*(PyObject * (*)(PyObject *, const char *, const char *, PyObject *)) \ + PYGAMEAPI_GET_SLOT(rwobject, 3)) + +#define pgRWops_FromFileObject \ + (*(SDL_RWops * (*)(PyObject *)) \ + PYGAMEAPI_GET_SLOT(rwobject, 4)) + +#define pgRWops_ReleaseObject \ + (*(int (*)(SDL_RWops *)) \ + PYGAMEAPI_GET_SLOT(rwobject, 5)) + +#define import_pygame_rwobject() IMPORT_PYGAME_MODULE(rwobject) + +#endif + +/* + * PixelArray module + */ +#ifndef PYGAMEAPI_PIXELARRAY_INTERNAL +#define PyPixelArray_Type \ + ((PyTypeObject *) \ + PYGAMEAPI_GET_SLOT(pixelarray, 0)) + +#define PyPixelArray_Check(x) \ + ((x)->ob_type == &PyPixelArray_Type) +#define PyPixelArray_New \ + (*(PyObject * (*)) \ + PYGAMEAPI_GET_SLOT(pixelarray, 1)) + +#define import_pygame_pixelarray() IMPORT_PYGAME_MODULE(pixelarray) +#endif /* PYGAMEAPI_PIXELARRAY_INTERNAL */ + +/* + * Color module + */ +typedef struct pgColorObject pgColorObject; + +#ifndef PYGAMEAPI_COLOR_INTERNAL +#define pgColor_Type (*(PyObject *) \ + PYGAMEAPI_GET_SLOT(color, 0)) + +#define pgColor_Check(x) \ + ((x)->ob_type == &pgColor_Type) +#define pgColor_New \ + (*(PyObject * (*)(Uint8 *)) \ + PYGAMEAPI_GET_SLOT(color, 1)) + +#define pgColor_NewLength \ + (*(PyObject * (*)(Uint8 *, Uint8)) \ + PYGAMEAPI_GET_SLOT(color, 3)) + +#define pg_RGBAFromColorObj \ + (*(int (*)(PyObject *, Uint8 *)) \ + PYGAMEAPI_GET_SLOT(color, 2)) + +#define pg_RGBAFromFuzzyColorObj \ + (*(int (*)(PyObject *, Uint8 *)) \ + PYGAMEAPI_GET_SLOT(color, 4)) + +#define pgColor_AsArray(x) (((pgColorObject *)x)->data) +#define pgColor_NumComponents(x) (((pgColorObject *)x)->len) + + +#define import_pygame_color() IMPORT_PYGAME_MODULE(color) +#endif /* PYGAMEAPI_COLOR_INTERNAL */ + +/* + * Math module + */ +#ifndef PYGAMEAPI_MATH_INTERNAL +#define pgVector2_Check(x) \ + ((x)->ob_type == (PyTypeObject *) \ + PYGAMEAPI_GET_SLOT(math, 0)) + +#define pgVector3_Check(x) \ + ((x)->ob_type == (PyTypeObject *) \ + PYGAMEAPI_GET_SLOT(math, 1)) +/* +#define pgVector2_New \ + (*(PyObject*(*)) \ + PYGAMEAPI_GET_SLOT(PyGAME_C_API, 1)) +*/ +#define import_pygame_math() IMPORT_PYGAME_MODULE(math) +#endif /* PYGAMEAPI_MATH_INTERNAL */ + +#define IMPORT_PYGAME_MODULE _IMPORT_PYGAME_MODULE + +/* + * base pygame API slots + * disable slots with NO_PYGAME_C_API + */ +#ifdef PYGAME_H +PYGAMEAPI_DEFINE_SLOTS(base); +PYGAMEAPI_DEFINE_SLOTS(rect); +PYGAMEAPI_DEFINE_SLOTS(cdrom); +PYGAMEAPI_DEFINE_SLOTS(joystick); +PYGAMEAPI_DEFINE_SLOTS(display); +PYGAMEAPI_DEFINE_SLOTS(surface); +PYGAMEAPI_DEFINE_SLOTS(surflock); +PYGAMEAPI_DEFINE_SLOTS(event); +PYGAMEAPI_DEFINE_SLOTS(rwobject); +PYGAMEAPI_DEFINE_SLOTS(pixelarray); +PYGAMEAPI_DEFINE_SLOTS(color); +PYGAMEAPI_DEFINE_SLOTS(math); +#else /* ~PYGAME_H */ +PYGAMEAPI_EXTERN_SLOTS(base); +PYGAMEAPI_EXTERN_SLOTS(rect); +PYGAMEAPI_EXTERN_SLOTS(cdrom); +PYGAMEAPI_EXTERN_SLOTS(joystick); +PYGAMEAPI_EXTERN_SLOTS(display); +PYGAMEAPI_EXTERN_SLOTS(surface); +PYGAMEAPI_EXTERN_SLOTS(surflock); +PYGAMEAPI_EXTERN_SLOTS(event); +PYGAMEAPI_EXTERN_SLOTS(rwobject); +PYGAMEAPI_EXTERN_SLOTS(pixelarray); +PYGAMEAPI_EXTERN_SLOTS(color); +PYGAMEAPI_EXTERN_SLOTS(math); +#endif /* ~PYGAME_H */ + +#endif /* PYGAME_H */ diff --git a/EXE version/main/include/bitmask.h b/EXE version/main/include/bitmask.h new file mode 100644 index 00000000..d95297e8 --- /dev/null +++ b/EXE version/main/include/bitmask.h @@ -0,0 +1,149 @@ +/* + Bitmask 1.7 - A pixel-perfect collision detection library. + + Copyright (C) 2002-2005 Ulf Ekstrom except for the bitcount + function which is copyright (C) Donald W. Gillies, 1992. + + This library is free software; you can redistribute it and/or + modify it under the terms of the GNU Library General Public + License as published by the Free Software Foundation; either + version 2 of the License, or (at your option) any later version. + + This library is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU + Library General Public License for more details. + + You should have received a copy of the GNU Library General Public + License along with this library; if not, write to the Free + Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA + */ +#ifndef BITMASK_H +#define BITMASK_H + +#ifdef __cplusplus +extern "C" { +#endif + +#include +/* Define INLINE for different compilers. If your compiler does not + support inlining then there might be a performance hit in + bitmask_overlap_area(). +*/ +#ifndef INLINE +# ifdef __GNUC__ +# define INLINE inline +# else +# ifdef _MSC_VER +# define INLINE __inline +# else +# define INLINE +# endif +# endif +#endif + +#define BITMASK_W unsigned long int +#define BITMASK_W_LEN (sizeof(BITMASK_W)*CHAR_BIT) +#define BITMASK_W_MASK (BITMASK_W_LEN - 1) +#define BITMASK_N(n) ((BITMASK_W)1 << (n)) + +typedef struct bitmask +{ + int w,h; + BITMASK_W bits[1]; +} bitmask_t; + +/* Creates a bitmask of width w and height h, where + w and h must both be greater than or equal to 0. + The mask is automatically cleared when created. + */ +bitmask_t *bitmask_create(int w, int h); + +/* Frees all the memory allocated by bitmask_create for m. */ +void bitmask_free(bitmask_t *m); + +/* Create a copy of the given bitmask. */ +bitmask_t *bitmask_copy(bitmask_t *m); + +/* Clears all bits in the mask */ +void bitmask_clear(bitmask_t *m); + +/* Sets all bits in the mask */ +void bitmask_fill(bitmask_t *m); + +/* Flips all bits in the mask */ +void bitmask_invert(bitmask_t *m); + +/* Counts the bits in the mask */ +unsigned int bitmask_count(bitmask_t *m); + +/* Returns nonzero if the bit at (x,y) is set. Coordinates start at + (0,0) */ +static INLINE int bitmask_getbit(const bitmask_t *m, int x, int y) +{ + return (m->bits[x/BITMASK_W_LEN*m->h + y] & BITMASK_N(x & BITMASK_W_MASK)) != 0; +} + +/* Sets the bit at (x,y) */ +static INLINE void bitmask_setbit(bitmask_t *m, int x, int y) +{ + m->bits[x/BITMASK_W_LEN*m->h + y] |= BITMASK_N(x & BITMASK_W_MASK); +} + +/* Clears the bit at (x,y) */ +static INLINE void bitmask_clearbit(bitmask_t *m, int x, int y) +{ + m->bits[x/BITMASK_W_LEN*m->h + y] &= ~BITMASK_N(x & BITMASK_W_MASK); +} + +/* Returns nonzero if the masks overlap with the given offset. + The overlap tests uses the following offsets (which may be negative): + + +----+----------.. + |A | yoffset + | +-+----------.. + +--|B + |xoffset + | | + : : +*/ +int bitmask_overlap(const bitmask_t *a, const bitmask_t *b, int xoffset, int yoffset); + +/* Like bitmask_overlap(), but will also give a point of intersection. + x and y are given in the coordinates of mask a, and are untouched + if there is no overlap. */ +int bitmask_overlap_pos(const bitmask_t *a, const bitmask_t *b, + int xoffset, int yoffset, int *x, int *y); + +/* Returns the number of overlapping 'pixels' */ +int bitmask_overlap_area(const bitmask_t *a, const bitmask_t *b, int xoffset, int yoffset); + +/* Fills a mask with the overlap of two other masks. A bitwise AND. */ +void bitmask_overlap_mask (const bitmask_t *a, const bitmask_t *b, bitmask_t *c, int xoffset, int yoffset); + +/* Draws mask b onto mask a (bitwise OR). Can be used to compose large + (game background?) mask from several submasks, which may speed up + the testing. */ + +void bitmask_draw(bitmask_t *a, const bitmask_t *b, int xoffset, int yoffset); + +void bitmask_erase(bitmask_t *a, const bitmask_t *b, int xoffset, int yoffset); + +/* Return a new scaled bitmask, with dimensions w*h. The quality of the + scaling may not be perfect for all circumstances, but it should + be reasonable. If either w or h is 0 a clear 1x1 mask is returned. */ +bitmask_t *bitmask_scale(const bitmask_t *m, int w, int h); + +/* Convolve b into a, drawing the output into o, shifted by offset. If offset + * is 0, then the (x,y) bit will be set if and only if + * bitmask_overlap(a, b, x - b->w - 1, y - b->h - 1) returns true. + * + * Modifies bits o[xoffset ... xoffset + a->w + b->w - 1) + * [yoffset ... yoffset + a->h + b->h - 1). */ +void bitmask_convolve(const bitmask_t *a, const bitmask_t *b, bitmask_t *o, int xoffset, int yoffset); + +#ifdef __cplusplus +} /* End of extern "C" { */ +#endif + +#endif diff --git a/EXE version/main/include/pgcompat.h b/EXE version/main/include/pgcompat.h new file mode 100644 index 00000000..2ba1b6b5 --- /dev/null +++ b/EXE version/main/include/pgcompat.h @@ -0,0 +1,180 @@ +/* Python 2.x/3.x and SDL compatibility tools + */ + +#if !defined(PGCOMPAT_H) +#define PGCOMPAT_H + +#include + +/* Cobjects vanish in Python 3.2; so we will code as though we use capsules */ +#if defined(Py_CAPSULE_H) +#define PG_HAVE_CAPSULE 1 +#else +#define PG_HAVE_CAPSULE 0 +#endif +#if defined(Py_COBJECT_H) +#define PG_HAVE_COBJECT 1 +#else +#define PG_HAVE_COBJECT 0 +#endif +#if !PG_HAVE_CAPSULE +#define PyCapsule_New(ptr, n, dfn) PyCObject_FromVoidPtr(ptr, dfn) +#define PyCapsule_GetPointer(obj, n) PyCObject_AsVoidPtr(obj) +#define PyCapsule_CheckExact(obj) PyCObject_Check(obj) +#endif + +/* Pygame uses Py_buffer (PEP 3118) to exchange array information internally; + * define here as needed. + */ +#if !defined(PyBUF_SIMPLE) +typedef struct bufferinfo { + void *buf; + PyObject *obj; + Py_ssize_t len; + Py_ssize_t itemsize; + int readonly; + int ndim; + char *format; + Py_ssize_t *shape; + Py_ssize_t *strides; + Py_ssize_t *suboffsets; + void *internal; +} Py_buffer; + +/* Flags for getting buffers */ +#define PyBUF_SIMPLE 0 +#define PyBUF_WRITABLE 0x0001 +/* we used to include an E, backwards compatible alias */ +#define PyBUF_WRITEABLE PyBUF_WRITABLE +#define PyBUF_FORMAT 0x0004 +#define PyBUF_ND 0x0008 +#define PyBUF_STRIDES (0x0010 | PyBUF_ND) +#define PyBUF_C_CONTIGUOUS (0x0020 | PyBUF_STRIDES) +#define PyBUF_F_CONTIGUOUS (0x0040 | PyBUF_STRIDES) +#define PyBUF_ANY_CONTIGUOUS (0x0080 | PyBUF_STRIDES) +#define PyBUF_INDIRECT (0x0100 | PyBUF_STRIDES) + +#define PyBUF_CONTIG (PyBUF_ND | PyBUF_WRITABLE) +#define PyBUF_CONTIG_RO (PyBUF_ND) + +#define PyBUF_STRIDED (PyBUF_STRIDES | PyBUF_WRITABLE) +#define PyBUF_STRIDED_RO (PyBUF_STRIDES) + +#define PyBUF_RECORDS (PyBUF_STRIDES | PyBUF_WRITABLE | PyBUF_FORMAT) +#define PyBUF_RECORDS_RO (PyBUF_STRIDES | PyBUF_FORMAT) + +#define PyBUF_FULL (PyBUF_INDIRECT | PyBUF_WRITABLE | PyBUF_FORMAT) +#define PyBUF_FULL_RO (PyBUF_INDIRECT | PyBUF_FORMAT) + +#define PyBUF_READ 0x100 +#define PyBUF_WRITE 0x200 +#define PyBUF_SHADOW 0x400 + +typedef int(*getbufferproc)(PyObject *, Py_buffer *, int); +typedef void(*releasebufferproc)(Py_buffer *); +#endif /* ~defined(PyBUF_SIMPLE) */ + +/* define common types where SDL is not included */ +#ifndef SDL_VERSION_ATLEAST +#ifdef _MSC_VER +typedef unsigned __int8 uint8_t; +typedef unsigned __int32 uint32_t; +#else +#include +#endif +typedef uint32_t Uint32; +typedef uint8_t Uint8; +#endif /* no SDL */ + + +#if defined(SDL_VERSION_ATLEAST) + +#ifndef SDL_WINDOW_VULKAN +#define SDL_WINDOW_VULKAN 0 +#endif + +#ifndef SDL_WINDOW_ALWAYS_ON_TOP +#define SDL_WINDOW_ALWAYS_ON_TOP 0 +#endif + +#ifndef SDL_WINDOW_SKIP_TASKBAR +#define SDL_WINDOW_SKIP_TASKBAR 0 +#endif + +#ifndef SDL_WINDOW_UTILITY +#define SDL_WINDOW_UTILITY 0 +#endif + +#ifndef SDL_WINDOW_TOOLTIP +#define SDL_WINDOW_TOOLTIP 0 +#endif + +#ifndef SDL_WINDOW_POPUP_MENU +#define SDL_WINDOW_POPUP_MENU 0 +#endif + + +#ifndef SDL_WINDOW_INPUT_GRABBED +#define SDL_WINDOW_INPUT_GRABBED 0 +#endif + +#ifndef SDL_WINDOW_INPUT_FOCUS +#define SDL_WINDOW_INPUT_FOCUS 0 +#endif + +#ifndef SDL_WINDOW_MOUSE_FOCUS +#define SDL_WINDOW_MOUSE_FOCUS 0 +#endif + +#ifndef SDL_WINDOW_FOREIGN +#define SDL_WINDOW_FOREIGN 0 +#endif + +#ifndef SDL_WINDOW_ALLOW_HIGHDPI +#define SDL_WINDOW_ALLOW_HIGHDPI 0 +#endif + +#ifndef SDL_WINDOW_MOUSE_CAPTURE +#define SDL_WINDOW_MOUSE_CAPTURE 0 +#endif + +#ifndef SDL_WINDOW_ALWAYS_ON_TOP +#define SDL_WINDOW_ALWAYS_ON_TOP 0 +#endif + +#ifndef SDL_WINDOW_SKIP_TASKBAR +#define SDL_WINDOW_SKIP_TASKBAR 0 +#endif + +#ifndef SDL_WINDOW_UTILITY +#define SDL_WINDOW_UTILITY 0 +#endif + +#ifndef SDL_WINDOW_TOOLTIP +#define SDL_WINDOW_TOOLTIP 0 +#endif + +#ifndef SDL_WINDOW_POPUP_MENU +#define SDL_WINDOW_POPUP_MENU 0 +#endif + +#if SDL_VERSION_ATLEAST(2, 0, 4) +/* To control the use of: + * SDL_AUDIODEVICEADDED + * SDL_AUDIODEVICEREMOVED + * + * Ref: https://wiki.libsdl.org/SDL_EventType + * Ref: https://wiki.libsdl.org/SDL_AudioDeviceEvent + */ +#define SDL2_AUDIODEVICE_SUPPORTED +#endif + +#ifndef SDL_MOUSEWHEEL_FLIPPED +#define NO_SDL_MOUSEWHEEL_FLIPPED +#endif + + +#endif /* defined(SDL_VERSION_ATLEAST) */ + + +#endif /* ~defined(PGCOMPAT_H) */ diff --git a/EXE version/main/include/pgimport.h b/EXE version/main/include/pgimport.h new file mode 100644 index 00000000..6649865b --- /dev/null +++ b/EXE version/main/include/pgimport.h @@ -0,0 +1,80 @@ +#ifndef PGIMPORT_H +#define PGIMPORT_H + +/* Prefix when initializing module */ +#define MODPREFIX "" +/* Prefix when importing module */ +#define IMPPREFIX "pygame." + +#ifdef __SYMBIAN32__ + +/* On Symbian there is no pygame package. The extensions are built-in or in + * sys\bin. */ +#undef MODPREFIX +#undef IMPPREFIX +#define MODPREFIX "pygame_" +#define IMPPREFIX "pygame_" + +#endif /* __SYMBIAN32__ */ + +#include "pgcompat.h" + +#define PYGAMEAPI_LOCAL_ENTRY "_PYGAME_C_API" +#define PG_CAPSULE_NAME(m) (IMPPREFIX m "." PYGAMEAPI_LOCAL_ENTRY) + +/* + * fill API slots defined by PYGAMEAPI_DEFINE_SLOTS/PYGAMEAPI_EXTERN_SLOTS + */ +#define _IMPORT_PYGAME_MODULE(module) \ + { \ + PyObject *_mod_##module = PyImport_ImportModule(IMPPREFIX #module); \ + \ + if (_mod_##module != NULL) { \ + PyObject *_c_api = \ + PyObject_GetAttrString(_mod_##module, PYGAMEAPI_LOCAL_ENTRY);\ + \ + Py_DECREF(_mod_##module); \ + if (_c_api != NULL && PyCapsule_CheckExact(_c_api)) { \ + void **localptr = (void **)PyCapsule_GetPointer( \ + _c_api, PG_CAPSULE_NAME(#module)); \ + _PGSLOTS_ ## module = localptr; \ + } \ + Py_XDECREF(_c_api); \ + } \ + } + +#define PYGAMEAPI_IS_IMPORTED(module) (_PGSLOTS_ ## module != NULL) + +/* + * source file must include one of these in order to use _IMPORT_PYGAME_MODULE. + * this is set by import_pygame_*() functions. + * disable with NO_PYGAME_C_API + */ +#define PYGAMEAPI_DEFINE_SLOTS(module) \ + void ** _PGSLOTS_ ## module = NULL +#define PYGAMEAPI_EXTERN_SLOTS(module) \ + extern void **_PGSLOTS_ ## module +#define PYGAMEAPI_GET_SLOT(module, index) \ + _PGSLOTS_ ## module [(index)] + +/* + * disabled API with NO_PYGAME_C_API; do nothing instead + */ +#ifdef NO_PYGAME_C_API + +#undef PYGAMEAPI_DEFINE_SLOTS +#undef PYGAMEAPI_EXTERN_SLOTS + +#define PYGAMEAPI_DEFINE_SLOTS(module) +#define PYGAMEAPI_EXTERN_SLOTS(module) + +/* intentionally leave this defined to cause a compiler error * +#define PYGAMEAPI_GET_SLOT(api_root, index) +#undef PYGAMEAPI_GET_SLOT*/ + +#undef _IMPORT_PYGAME_MODULE +#define _IMPORT_PYGAME_MODULE(module) + +#endif /* NO_PYGAME_C_API */ + +#endif /* ~PGIMPORT_H */ diff --git a/EXE version/main/include/pgplatform.h b/EXE version/main/include/pgplatform.h new file mode 100644 index 00000000..659ea625 --- /dev/null +++ b/EXE version/main/include/pgplatform.h @@ -0,0 +1,91 @@ +/* platform/compiler adjustments */ +#ifndef PG_PLATFORM_H +#define PG_PLATFORM_H + +#if defined(HAVE_SNPRINTF) /* defined in python.h (pyerrors.h) and SDL.h \ + (SDL_config.h) */ +#undef HAVE_SNPRINTF /* remove GCC redefine warning */ +#endif /* HAVE_SNPRINTF */ + +#ifndef PG_INLINE +#if defined(__clang__) +#define PG_INLINE __inline__ __attribute__((__unused__)) +#elif defined(__GNUC__) +#define PG_INLINE __inline__ +#elif defined(_MSC_VER) +#define PG_INLINE __inline +#elif defined(__STDC_VERSION__) && __STDC_VERSION__ >= 199901L +#define PG_INLINE inline +#else +#define PG_INLINE +#endif +#endif /* ~PG_INLINE */ + +// Worth trying this on MSVC/win32 builds to see if provides any speed up +#ifndef PG_FORCEINLINE +#if defined(__clang__) +#define PG_FORCEINLINE __inline__ __attribute__((__unused__)) +#elif defined(__GNUC__) +#define PG_FORCEINLINE __inline__ +#elif defined(_MSC_VER) +#define PG_FORCEINLINE __forceinline +#elif defined(__STDC_VERSION__) && __STDC_VERSION__ >= 199901L +#define PG_FORCEINLINE inline +#else +#define PG_FORCEINLINE +#endif +#endif /* ~PG_FORCEINLINE */ + +/* This is unconditionally defined in Python.h */ +#if defined(_POSIX_C_SOURCE) +#undef _POSIX_C_SOURCE +#endif + +/* No signal() */ +#if defined(__SYMBIAN32__) && defined(HAVE_SIGNAL_H) +#undef HAVE_SIGNAL_H +#endif + +#if defined(HAVE_SNPRINTF) +#undef HAVE_SNPRINTF +#endif + +/* SDL needs WIN32 */ +#if !defined(WIN32) && \ + (defined(MS_WIN32) || defined(_WIN32) || \ + defined(__WIN32) || defined(__WIN32__) || defined(_WINDOWS)) +#define WIN32 +#endif + +/* Commenting out SSE4_2 stuff because it does not do runtime detection. +#ifndef PG_TARGET_SSE4_2 +#if defined(__clang__) || (defined(__GNUC__) && ((__GNUC__ == 4 && __GNUC_MINOR__ >= 9) || __GNUC__ >= 5 )) +//The old gcc 4.8 on centos used by manylinux1 does not seem to get sse4.2 intrinsics +#define PG_FUNCTION_TARGET_SSE4_2 __attribute__((target("sse4.2"))) +// No else; we define the fallback later +#endif +#endif +*/ +/* ~PG_TARGET_SSE4_2 */ + +/* +#ifdef PG_FUNCTION_TARGET_SSE4_2 +#if !defined(__SSE4_2__) && !defined(PG_COMPILE_SSE4_2) +#if defined(__x86_64__) || defined(__i386__) +#define PG_COMPILE_SSE4_2 1 +#endif +#endif +#endif +*/ +/* ~PG_TARGET_SSE4_2 */ + +/* Fallback definition of target attribute */ +#ifndef PG_FUNCTION_TARGET_SSE4_2 +#define PG_FUNCTION_TARGET_SSE4_2 +#endif + +#ifndef PG_COMPILE_SSE4_2 +#define PG_COMPILE_SSE4_2 0 +#endif + +#endif /* ~PG_PLATFORM_H */ diff --git a/EXE version/main/include/pygame.h b/EXE version/main/include/pygame.h new file mode 100644 index 00000000..bcbf1d99 --- /dev/null +++ b/EXE version/main/include/pygame.h @@ -0,0 +1,34 @@ +/* + pygame - Python Game Library + Copyright (C) 2000-2001 Pete Shinners + + This library is free software; you can redistribute it and/or + modify it under the terms of the GNU Library General Public + License as published by the Free Software Foundation; either + version 2 of the License, or (at your option) any later version. + + This library is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU + Library General Public License for more details. + + You should have received a copy of the GNU Library General Public + License along with this library; if not, write to the Free + Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA + + Pete Shinners + pete@shinners.org +*/ + +/* To allow the Pygame C api to be globally shared by all code within an + * extension module built from multiple C files, only include the pygame.h + * header within the top level C file, the one which calls the + * 'import_pygame_*' macros. All other C source files of the module should + * include _pygame.h instead. + */ +#ifndef PYGAME_H +#define PYGAME_H + +#include "_pygame.h" + +#endif diff --git a/EXE version/main/include/pygame_bufferproxy.h b/EXE version/main/include/pygame_bufferproxy.h new file mode 100644 index 00000000..d7c4ac67 --- /dev/null +++ b/EXE version/main/include/pygame_bufferproxy.h @@ -0,0 +1,59 @@ +/* + pygame - Python Game Library + Copyright (C) 2000-2001 Pete Shinners + Copyright (C) 2007 Rene Dudfield, Richard Goedeken + + This library is free software; you can redistribute it and/or + modify it under the terms of the GNU Library General Public + License as published by the Free Software Foundation; either + version 2 of the License, or (at your option) any later version. + + This library is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU + Library General Public License for more details. + + You should have received a copy of the GNU Library General Public + License along with this library; if not, write to the Free + Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA + + Pete Shinners + pete@shinners.org +*/ + +/* Bufferproxy module C api. */ +#if !defined(PG_BUFPROXY_HEADER) +#define PG_BUFPROXY_HEADER + +#include + +typedef PyObject *(*_pgbufproxy_new_t)(PyObject *, getbufferproc); +typedef PyObject *(*_pgbufproxy_get_obj_t)(PyObject *); +typedef int (*_pgbufproxy_trip_t)(PyObject *); + +#ifndef PYGAMEAPI_BUFPROXY_INTERNAL + +#include "pgimport.h" + +PYGAMEAPI_DEFINE_SLOTS(bufferproxy); + +#define pgBufproxy_Type (*(PyTypeObject*) \ + PYGAMEAPI_GET_SLOT(bufferproxy, 0) ) + +#define pgBufproxy_Check(x) ((x)->ob_type == &pgBufproxy_Type) + +#define pgBufproxy_New (*(_pgbufproxy_new_t) \ + PYGAMEAPI_GET_SLOT(bufferproxy, 1)) + +#define pgBufproxy_GetParent \ + (*(_pgbufproxy_get_obj_t) \ + PYGAMEAPI_GET_SLOT(bufferproxy, 2)) + +#define pgBufproxy_Trip (*(_pgbufproxy_trip_t) \ + PYGAMEAPI_GET_SLOT(bufferproxy, 3)) + +#define import_pygame_bufferproxy() _IMPORT_PYGAME_MODULE(bufferproxy) + +#endif /* ~PYGAMEAPI_BUFPROXY_INTERNAL */ + +#endif /* ~defined(PG_BUFPROXY_HEADER) */ diff --git a/EXE version/main/include/pygame_font.h b/EXE version/main/include/pygame_font.h new file mode 100644 index 00000000..3fe4500a --- /dev/null +++ b/EXE version/main/include/pygame_font.h @@ -0,0 +1,53 @@ +/* + pygame - Python Game Library + Copyright (C) 2000-2001 Pete Shinners + + This library is free software; you can redistribute it and/or + modify it under the terms of the GNU Library General Public + License as published by the Free Software Foundation; either + version 2 of the License, or (at your option) any later version. + + This library is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU + Library General Public License for more details. + + You should have received a copy of the GNU Library General Public + License along with this library; if not, write to the Free + Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA + + Pete Shinners + pete@shinners.org +*/ + +#include +#include "pgplatform.h" + +struct TTF_Font; + +typedef struct { + PyObject_HEAD + TTF_Font* font; + PyObject* weakreflist; +} PyFontObject; +#define PyFont_AsFont(x) (((PyFontObject*)x)->font) + +#ifndef PYGAMEAPI_FONT_INTERNAL + +#include "pgimport.h" + +PYGAMEAPI_DEFINE_SLOTS(font); + +#define PyFont_Type (*(PyTypeObject*) \ + PYGAMEAPI_GET_SLOT(font, 0)) +#define PyFont_Check(x) ((x)->ob_type == &PyFont_Type) + +#define PyFont_New (*(PyObject*(*)(TTF_Font*))\ + PYGAMEAPI_GET_SLOT(font, 1)) + +/*slot 2 taken by FONT_INIT_CHECK*/ + +#define import_pygame_font() _IMPORT_PYGAME_MODULE(font) + +#endif + diff --git a/EXE version/main/include/pygame_freetype.h b/EXE version/main/include/pygame_freetype.h new file mode 100644 index 00000000..f727ee25 --- /dev/null +++ b/EXE version/main/include/pygame_freetype.h @@ -0,0 +1,43 @@ +/* + pygame - Python Game Library + Copyright (C) 2009 Vicent Marti + + This library is free software; you can redistribute it and/or + modify it under the terms of the GNU Library General Public + License as published by the Free Software Foundation; either + version 2 of the License, or (at your option) any later version. + + This library is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU + Library General Public License for more details. + + You should have received a copy of the GNU Library General Public + License along with this library; if not, write to the Free + Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA + +*/ +#ifndef PYGAME_FREETYPE_H_ +#define PYGAME_FREETYPE_H_ + +#include "pgplatform.h" +#include "pgimport.h" +#include "pgcompat.h" + +#ifndef PYGAME_FREETYPE_INTERNAL + +PYGAMEAPI_DEFINE_SLOTS(_freetype); + +#define pgFont_Type (*(PyTypeObject*) \ + PYGAMEAPI_GET_SLOT(_freetype, 0)) + +#define pgFont_Check(x) ((x)->ob_type == &pgFont_Type) + +#define pgFont_New (*(PyObject*(*)(const char*, long)) \ + PYGAMEAPI_GET_SLOT(_freetype, 1)) + +#define import_pygame_freetype() _IMPORT_PYGAME_MODULE(_freetype) + +#endif /* PYGAME_FREETYPE_INTERNAL */ + +#endif /* PYGAME_FREETYPE_H_ */ diff --git a/EXE version/main/include/pygame_mask.h b/EXE version/main/include/pygame_mask.h new file mode 100644 index 00000000..1b255534 --- /dev/null +++ b/EXE version/main/include/pygame_mask.h @@ -0,0 +1,47 @@ +/* + pygame - Python Game Library + + This library is free software; you can redistribute it and/or + modify it under the terms of the GNU Library General Public + License as published by the Free Software Foundation; either + version 2 of the License, or (at your option) any later version. + + This library is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU + Library General Public License for more details. + + You should have received a copy of the GNU Library General Public + License along with this library; if not, write to the Free + Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +*/ + +#ifndef PGMASK_H +#define PGMASK_H + +#include +#include "bitmask.h" + +typedef struct { + PyObject_HEAD + bitmask_t *mask; + void *bufdata; +} pgMaskObject; + +#define pgMask_AsBitmap(x) (((pgMaskObject*)x)->mask) + +#ifndef PYGAMEAPI_MASK_INTERNAL + +#include "pgimport.h" + +PYGAMEAPI_DEFINE_SLOTS(mask); + +#define pgMask_Type (*(PyTypeObject*) \ + PYGAMEAPI_GET_SLOT(mask, 0)) +#define pgMask_Check(x) ((x)->ob_type == &pgMask_Type) + +#define import_pygame_mask() _IMPORT_PYGAME_MODULE(mask) + +#endif /* ~PYGAMEAPI_MASK_INTERNAL */ + +#endif /* ~PGMASK_H */ diff --git a/EXE version/main/include/pygame_mixer.h b/EXE version/main/include/pygame_mixer.h new file mode 100644 index 00000000..4f3f70f7 --- /dev/null +++ b/EXE version/main/include/pygame_mixer.h @@ -0,0 +1,76 @@ +/* + pygame - Python Game Library + Copyright (C) 2000-2001 Pete Shinners + + This library is free software; you can redistribute it and/or + modify it under the terms of the GNU Library General Public + License as published by the Free Software Foundation; either + version 2 of the License, or (at your option) any later version. + + This library is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU + Library General Public License for more details. + + You should have received a copy of the GNU Library General Public + License along with this library; if not, write to the Free + Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA + + Pete Shinners + pete@shinners.org +*/ + +#ifndef PGMIXER_H +#define PGMIXER_H + +#include +#include + +#include "pgcompat.h" + +struct Mix_Chunk; + +typedef struct { + PyObject_HEAD + Mix_Chunk *chunk; + Uint8 *mem; + PyObject *weakreflist; +} pgSoundObject; + +typedef struct { + PyObject_HEAD + int chan; +} pgChannelObject; + +#define pgSound_AsChunk(x) (((pgSoundObject*)x)->chunk) +#define pgChannel_AsInt(x) (((pgChannelObject*)x)->chan) + +#include "pgimport.h" + +#ifndef PYGAMEAPI_MIXER_INTERNAL + +PYGAMEAPI_DEFINE_SLOTS(mixer); + +#define pgSound_Type (*(PyTypeObject*) \ + PYGAMEAPI_GET_SLOT(mixer, 0)) + +#define pgSound_Check(x) ((x)->ob_type == &pgSound_Type) + +#define pgSound_New (*(PyObject*(*)(Mix_Chunk*)) \ + PYGAMEAPI_GET_SLOT(mixer, 1)) + +#define pgSound_Play (*(PyObject*(*)(PyObject*, PyObject*)) \ + PYGAMEAPI_GET_SLOT(mixer, 2)) + +#define pgChannel_Type (*(PyTypeObject*) \ + PYGAMEAPI_GET_SLOT(mixer, 3)) +#define pgChannel_Check(x) ((x)->ob_type == &pgChannel_Type) + +#define pgChannel_New (*(PyObject*(*)(int)) \ + PYGAMEAPI_GET_SLOT(mixer, 4)) + +#define import_pygame_mixer() _IMPORT_PYGAME_MODULE(mixer) + +#endif /* PYGAMEAPI_MIXER_INTERNAL */ + +#endif /* ~PGMIXER_H */ diff --git a/EXE version/main/include/sse2neon.h b/EXE version/main/include/sse2neon.h new file mode 100644 index 00000000..a3e3ac0d --- /dev/null +++ b/EXE version/main/include/sse2neon.h @@ -0,0 +1,6203 @@ +#ifndef SSE2NEON_H +#define SSE2NEON_H + +// This header file provides a simple API translation layer +// between SSE intrinsics to their corresponding Arm/Aarch64 NEON versions +// +// This header file does not yet translate all of the SSE intrinsics. +// +// Contributors to this work are: +// John W. Ratcliff +// Brandon Rowlett +// Ken Fast +// Eric van Beurden +// Alexander Potylitsin +// Hasindu Gamaarachchi +// Jim Huang +// Mark Cheng +// Malcolm James MacLeod +// Devin Hussey (easyaspi314) +// Sebastian Pop +// Developer Ecosystem Engineering +// Danila Kutenin +// François Turban (JishinMaster) +// Pei-Hsuan Hung +// Yang-Hao Yuan + +/* + * sse2neon is freely redistributable under the MIT License. + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to deal + * in the Software without restriction, including without limitation the rights + * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell + * copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in + * all copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ + +/* Tunable configurations */ + +/* Enable precise implementation of _mm_min_ps and _mm_max_ps + * This would slow down the computation a bit, but gives consistent result with + * x86 SSE2. (e.g. would solve a hole or NaN pixel in the rendering result) + */ +#ifndef SSE2NEON_PRECISE_MINMAX +#define SSE2NEON_PRECISE_MINMAX (0) +#endif + +#if defined(__GNUC__) || defined(__clang__) +#pragma push_macro("FORCE_INLINE") +#pragma push_macro("ALIGN_STRUCT") +#define FORCE_INLINE static inline __attribute__((always_inline)) +#define ALIGN_STRUCT(x) __attribute__((aligned(x))) +#else +#error "Macro name collisions may happen with unsupported compiler." +#ifdef FORCE_INLINE +#undef FORCE_INLINE +#endif +#define FORCE_INLINE static inline +#ifndef ALIGN_STRUCT +#define ALIGN_STRUCT(x) __declspec(align(x)) +#endif +#endif + +#include +#include + +// These cause the build to fail on raspberry pi with 'unsupported target' +// and don't seem to do anything particularly useful +///* Architecture-specific build options */ +///* FIXME: #pragma GCC push_options is only available on GCC */ +//#if defined(__GNUC__) +//#if defined(__arm__) && __ARM_ARCH == 7 +///* According to ARM C Language Extensions Architecture specification, +// * __ARM_NEON is defined to a value indicating the Advanced SIMD (NEON) +// * architecture supported. +// */ +//#if !defined(__ARM_NEON) || !defined(__ARM_NEON__) +//#error "You must enable NEON instructions (e.g. -mfpu=neon) to use SSE2NEON." +//#endif +//#pragma GCC push_options +//#pragma GCC target("fpu=neon") +//#elif defined(__aarch64__) +//#pragma GCC push_options +//#pragma GCC target("+simd") +//#else +//#error "Unsupported target. Must be either ARMv7-A+NEON or ARMv8-A." +//#endif +//#endif + +#include + +/* Rounding functions require either Aarch64 instructions or libm failback */ +#if !defined(__aarch64__) +#include +#endif + +/* "__has_builtin" can be used to query support for built-in functions + * provided by gcc/clang and other compilers that support it. + */ +#ifndef __has_builtin /* GCC prior to 10 or non-clang compilers */ +/* Compatibility with gcc <= 9 */ +#if __GNUC__ <= 9 +#define __has_builtin(x) HAS##x +#define HAS__builtin_popcount 1 +#define HAS__builtin_popcountll 1 +#else +#define __has_builtin(x) 0 +#endif +#endif + +/** + * MACRO for shuffle parameter for _mm_shuffle_ps(). + * Argument fp3 is a digit[0123] that represents the fp from argument "b" + * of mm_shuffle_ps that will be placed in fp3 of result. fp2 is the same + * for fp2 in result. fp1 is a digit[0123] that represents the fp from + * argument "a" of mm_shuffle_ps that will be places in fp1 of result. + * fp0 is the same for fp0 of result. + */ +#define _MM_SHUFFLE(fp3, fp2, fp1, fp0) \ + (((fp3) << 6) | ((fp2) << 4) | ((fp1) << 2) | ((fp0))) + +/* Rounding mode macros. */ +#define _MM_FROUND_TO_NEAREST_INT 0x00 +#define _MM_FROUND_TO_NEG_INF 0x01 +#define _MM_FROUND_TO_POS_INF 0x02 +#define _MM_FROUND_TO_ZERO 0x03 +#define _MM_FROUND_CUR_DIRECTION 0x04 +#define _MM_FROUND_NO_EXC 0x08 + +/* indicate immediate constant argument in a given range */ +#define __constrange(a, b) const + +/* A few intrinsics accept traditional data types like ints or floats, but + * most operate on data types that are specific to SSE. + * If a vector type ends in d, it contains doubles, and if it does not have + * a suffix, it contains floats. An integer vector type can contain any type + * of integer, from chars to shorts to unsigned long longs. + */ +typedef int64x1_t __m64; +typedef float32x4_t __m128; /* 128-bit vector containing 4 floats */ +// On ARM 32-bit architecture, the float64x2_t is not supported. +// The data type __m128d should be represented in a different way for related +// intrinsic conversion. +#if defined(__aarch64__) +typedef float64x2_t __m128d; /* 128-bit vector containing 2 doubles */ +#else +typedef float32x4_t __m128d; +#endif +typedef int64x2_t __m128i; /* 128-bit vector containing integers */ + +/* type-safe casting between types */ + +#define vreinterpretq_m128_f16(x) vreinterpretq_f32_f16(x) +#define vreinterpretq_m128_f32(x) (x) +#define vreinterpretq_m128_f64(x) vreinterpretq_f32_f64(x) + +#define vreinterpretq_m128_u8(x) vreinterpretq_f32_u8(x) +#define vreinterpretq_m128_u16(x) vreinterpretq_f32_u16(x) +#define vreinterpretq_m128_u32(x) vreinterpretq_f32_u32(x) +#define vreinterpretq_m128_u64(x) vreinterpretq_f32_u64(x) + +#define vreinterpretq_m128_s8(x) vreinterpretq_f32_s8(x) +#define vreinterpretq_m128_s16(x) vreinterpretq_f32_s16(x) +#define vreinterpretq_m128_s32(x) vreinterpretq_f32_s32(x) +#define vreinterpretq_m128_s64(x) vreinterpretq_f32_s64(x) + +#define vreinterpretq_f16_m128(x) vreinterpretq_f16_f32(x) +#define vreinterpretq_f32_m128(x) (x) +#define vreinterpretq_f64_m128(x) vreinterpretq_f64_f32(x) + +#define vreinterpretq_u8_m128(x) vreinterpretq_u8_f32(x) +#define vreinterpretq_u16_m128(x) vreinterpretq_u16_f32(x) +#define vreinterpretq_u32_m128(x) vreinterpretq_u32_f32(x) +#define vreinterpretq_u64_m128(x) vreinterpretq_u64_f32(x) + +#define vreinterpretq_s8_m128(x) vreinterpretq_s8_f32(x) +#define vreinterpretq_s16_m128(x) vreinterpretq_s16_f32(x) +#define vreinterpretq_s32_m128(x) vreinterpretq_s32_f32(x) +#define vreinterpretq_s64_m128(x) vreinterpretq_s64_f32(x) + +#define vreinterpretq_m128i_s8(x) vreinterpretq_s64_s8(x) +#define vreinterpretq_m128i_s16(x) vreinterpretq_s64_s16(x) +#define vreinterpretq_m128i_s32(x) vreinterpretq_s64_s32(x) +#define vreinterpretq_m128i_s64(x) (x) + +#define vreinterpretq_m128i_u8(x) vreinterpretq_s64_u8(x) +#define vreinterpretq_m128i_u16(x) vreinterpretq_s64_u16(x) +#define vreinterpretq_m128i_u32(x) vreinterpretq_s64_u32(x) +#define vreinterpretq_m128i_u64(x) vreinterpretq_s64_u64(x) + +#define vreinterpretq_s8_m128i(x) vreinterpretq_s8_s64(x) +#define vreinterpretq_s16_m128i(x) vreinterpretq_s16_s64(x) +#define vreinterpretq_s32_m128i(x) vreinterpretq_s32_s64(x) +#define vreinterpretq_s64_m128i(x) (x) + +#define vreinterpretq_u8_m128i(x) vreinterpretq_u8_s64(x) +#define vreinterpretq_u16_m128i(x) vreinterpretq_u16_s64(x) +#define vreinterpretq_u32_m128i(x) vreinterpretq_u32_s64(x) +#define vreinterpretq_u64_m128i(x) vreinterpretq_u64_s64(x) + +#define vreinterpret_m64_s8(x) vreinterpret_s64_s8(x) +#define vreinterpret_m64_s16(x) vreinterpret_s64_s16(x) +#define vreinterpret_m64_s32(x) vreinterpret_s64_s32(x) +#define vreinterpret_m64_s64(x) (x) + +#define vreinterpret_m64_u8(x) vreinterpret_s64_u8(x) +#define vreinterpret_m64_u16(x) vreinterpret_s64_u16(x) +#define vreinterpret_m64_u32(x) vreinterpret_s64_u32(x) +#define vreinterpret_m64_u64(x) vreinterpret_s64_u64(x) + +#define vreinterpret_m64_f16(x) vreinterpret_s64_f16(x) +#define vreinterpret_m64_f32(x) vreinterpret_s64_f32(x) +#define vreinterpret_m64_f64(x) vreinterpret_s64_f64(x) + +#define vreinterpret_u8_m64(x) vreinterpret_u8_s64(x) +#define vreinterpret_u16_m64(x) vreinterpret_u16_s64(x) +#define vreinterpret_u32_m64(x) vreinterpret_u32_s64(x) +#define vreinterpret_u64_m64(x) vreinterpret_u64_s64(x) + +#define vreinterpret_s8_m64(x) vreinterpret_s8_s64(x) +#define vreinterpret_s16_m64(x) vreinterpret_s16_s64(x) +#define vreinterpret_s32_m64(x) vreinterpret_s32_s64(x) +#define vreinterpret_s64_m64(x) (x) + +#define vreinterpret_f32_m64(x) vreinterpret_f32_s64(x) + +#if defined(__aarch64__) +#define vreinterpretq_m128d_s32(x) vreinterpretq_f64_s32(x) +#define vreinterpretq_m128d_s64(x) vreinterpretq_f64_s64(x) + +#define vreinterpretq_m128d_f64(x) (x) + +#define vreinterpretq_s64_m128d(x) vreinterpretq_s64_f64(x) + +#define vreinterpretq_f64_m128d(x) (x) +#else +#define vreinterpretq_m128d_s32(x) vreinterpretq_f32_s32(x) +#define vreinterpretq_m128d_s64(x) vreinterpretq_f32_s64(x) + +#define vreinterpretq_m128d_f32(x) (x) + +#define vreinterpretq_s64_m128d(x) vreinterpretq_s64_f32(x) + +#define vreinterpretq_f32_m128d(x) (x) +#endif + +// A struct is defined in this header file called 'SIMDVec' which can be used +// by applications which attempt to access the contents of an _m128 struct +// directly. It is important to note that accessing the __m128 struct directly +// is bad coding practice by Microsoft: @see: +// https://msdn.microsoft.com/en-us/library/ayeb3ayc.aspx +// +// However, some legacy source code may try to access the contents of an __m128 +// struct directly so the developer can use the SIMDVec as an alias for it. Any +// casting must be done manually by the developer, as you cannot cast or +// otherwise alias the base NEON data type for intrinsic operations. +// +// union intended to allow direct access to an __m128 variable using the names +// that the MSVC compiler provides. This union should really only be used when +// trying to access the members of the vector as integer values. GCC/clang +// allow native access to the float members through a simple array access +// operator (in C since 4.6, in C++ since 4.8). +// +// Ideally direct accesses to SIMD vectors should not be used since it can cause +// a performance hit. If it really is needed however, the original __m128 +// variable can be aliased with a pointer to this union and used to access +// individual components. The use of this union should be hidden behind a macro +// that is used throughout the codebase to access the members instead of always +// declaring this type of variable. +typedef union ALIGN_STRUCT(16) SIMDVec { + float m128_f32[4]; // as floats - DON'T USE. Added for convenience. + int8_t m128_i8[16]; // as signed 8-bit integers. + int16_t m128_i16[8]; // as signed 16-bit integers. + int32_t m128_i32[4]; // as signed 32-bit integers. + int64_t m128_i64[2]; // as signed 64-bit integers. + uint8_t m128_u8[16]; // as unsigned 8-bit integers. + uint16_t m128_u16[8]; // as unsigned 16-bit integers. + uint32_t m128_u32[4]; // as unsigned 32-bit integers. + uint64_t m128_u64[2]; // as unsigned 64-bit integers. +} SIMDVec; + +// casting using SIMDVec +#define vreinterpretq_nth_u64_m128i(x, n) (((SIMDVec *) &x)->m128_u64[n]) +#define vreinterpretq_nth_u32_m128i(x, n) (((SIMDVec *) &x)->m128_u32[n]) +#define vreinterpretq_nth_u8_m128i(x, n) (((SIMDVec *) &x)->m128_u8[n]) + +/* Backwards compatibility for compilers with lack of specific type support */ + +// Older gcc does not define vld1q_u8_x4 type +#if defined(__GNUC__) && !defined(__clang__) +#if __GNUC__ <= 9 +FORCE_INLINE uint8x16x4_t vld1q_u8_x4(const uint8_t *p) +{ + uint8x16x4_t ret; + ret.val[0] = vld1q_u8(p + 0); + ret.val[1] = vld1q_u8(p + 16); + ret.val[2] = vld1q_u8(p + 32); + ret.val[3] = vld1q_u8(p + 48); + return ret; +} +#endif +#endif + +/* Function Naming Conventions + * The naming convention of SSE intrinsics is straightforward. A generic SSE + * intrinsic function is given as follows: + * _mm__ + * + * The parts of this format are given as follows: + * 1. describes the operation performed by the intrinsic + * 2. identifies the data type of the function's primary arguments + * + * This last part, , is a little complicated. It identifies the + * content of the input values, and can be set to any of the following values: + * + ps - vectors contain floats (ps stands for packed single-precision) + * + pd - vectors cantain doubles (pd stands for packed double-precision) + * + epi8/epi16/epi32/epi64 - vectors contain 8-bit/16-bit/32-bit/64-bit + * signed integers + * + epu8/epu16/epu32/epu64 - vectors contain 8-bit/16-bit/32-bit/64-bit + * unsigned integers + * + si128 - unspecified 128-bit vector or 256-bit vector + * + m128/m128i/m128d - identifies input vector types when they are different + * than the type of the returned vector + * + * For example, _mm_setzero_ps. The _mm implies that the function returns + * a 128-bit vector. The _ps at the end implies that the argument vectors + * contain floats. + * + * A complete example: Byte Shuffle - pshufb (_mm_shuffle_epi8) + * // Set packed 16-bit integers. 128 bits, 8 short, per 16 bits + * __m128i v_in = _mm_setr_epi16(1, 2, 3, 4, 5, 6, 7, 8); + * // Set packed 8-bit integers + * // 128 bits, 16 chars, per 8 bits + * __m128i v_perm = _mm_setr_epi8(1, 0, 2, 3, 8, 9, 10, 11, + * 4, 5, 12, 13, 6, 7, 14, 15); + * // Shuffle packed 8-bit integers + * __m128i v_out = _mm_shuffle_epi8(v_in, v_perm); // pshufb + * + * Data (Number, Binary, Byte Index): + +------+------+-------------+------+------+-------------+ + | 1 | 2 | 3 | 4 | Number + +------+------+------+------+------+------+------+------+ + | 0000 | 0001 | 0000 | 0010 | 0000 | 0011 | 0000 | 0100 | Binary + +------+------+------+------+------+------+------+------+ + | 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | Index + +------+------+------+------+------+------+------+------+ + + +------+------+------+------+------+------+------+------+ + | 5 | 6 | 7 | 8 | Number + +------+------+------+------+------+------+------+------+ + | 0000 | 0101 | 0000 | 0110 | 0000 | 0111 | 0000 | 1000 | Binary + +------+------+------+------+------+------+------+------+ + | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | Index + +------+------+------+------+------+------+------+------+ + * Index (Byte Index): + +------+------+------+------+------+------+------+------+ + | 1 | 0 | 2 | 3 | 8 | 9 | 10 | 11 | + +------+------+------+------+------+------+------+------+ + + +------+------+------+------+------+------+------+------+ + | 4 | 5 | 12 | 13 | 6 | 7 | 14 | 15 | + +------+------+------+------+------+------+------+------+ + * Result: + +------+------+------+------+------+------+------+------+ + | 1 | 0 | 2 | 3 | 8 | 9 | 10 | 11 | Index + +------+------+------+------+------+------+------+------+ + | 0001 | 0000 | 0000 | 0010 | 0000 | 0101 | 0000 | 0110 | Binary + +------+------+------+------+------+------+------+------+ + | 256 | 2 | 5 | 6 | Number + +------+------+------+------+------+------+------+------+ + + +------+------+------+------+------+------+------+------+ + | 4 | 5 | 12 | 13 | 6 | 7 | 14 | 15 | Index + +------+------+------+------+------+------+------+------+ + | 0000 | 0011 | 0000 | 0111 | 0000 | 0100 | 0000 | 1000 | Binary + +------+------+------+------+------+------+------+------+ + | 3 | 7 | 4 | 8 | Number + +------+------+------+------+------+------+-------------+ + */ + +/* Set/get methods */ + +/* Constants for use with _mm_prefetch. */ +enum _mm_hint { + _MM_HINT_NTA = 0, /* load data to L1 and L2 cache, mark it as NTA */ + _MM_HINT_T0 = 1, /* load data to L1 and L2 cache */ + _MM_HINT_T1 = 2, /* load data to L2 cache only */ + _MM_HINT_T2 = 3, /* load data to L2 cache only, mark it as NTA */ + _MM_HINT_ENTA = 4, /* exclusive version of _MM_HINT_NTA */ + _MM_HINT_ET0 = 5, /* exclusive version of _MM_HINT_T0 */ + _MM_HINT_ET1 = 6, /* exclusive version of _MM_HINT_T1 */ + _MM_HINT_ET2 = 7 /* exclusive version of _MM_HINT_T2 */ +}; + +// Loads one cache line of data from address p to a location closer to the +// processor. https://msdn.microsoft.com/en-us/library/84szxsww(v=vs.100).aspx +FORCE_INLINE void _mm_prefetch(const void *p, int i) +{ + (void) i; + __builtin_prefetch(p); +} + +// Copy the lower single-precision (32-bit) floating-point element of a to dst. +// +// dst[31:0] := a[31:0] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvtss_f32 +FORCE_INLINE float _mm_cvtss_f32(__m128 a) +{ + return vgetq_lane_f32(vreinterpretq_f32_m128(a), 0); +} + +// Convert the lower single-precision (32-bit) floating-point element in a to a +// 32-bit integer, and store the result in dst. +// +// dst[31:0] := Convert_FP32_To_Int32(a[31:0]) +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvtss_si32 +#define _mm_cvtss_si32(a) _mm_cvt_ss2si(a) + +// Convert the lower single-precision (32-bit) floating-point element in a to a +// 64-bit integer, and store the result in dst. +// +// dst[63:0] := Convert_FP32_To_Int64(a[31:0]) +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvtss_si64 +FORCE_INLINE int _mm_cvtss_si64(__m128 a) +{ +#if defined(__aarch64__) + return vgetq_lane_s64( + vreinterpretq_s64_s32(vcvtnq_s32_f32(vreinterpretq_f32_m128(a))), 0); +#else + float32_t data = vgetq_lane_f32(vreinterpretq_f32_m128(a), 0); + float32_t diff = data - floor(data); + if (diff > 0.5) + return (int64_t) ceil(data); + if (diff == 0.5) { + int64_t f = (int64_t) floor(data); + int64_t c = (int64_t) ceil(data); + return c & 1 ? f : c; + } + return (int64_t) floor(data); +#endif +} + +// Convert packed single-precision (32-bit) floating-point elements in a to +// packed 32-bit integers with truncation, and store the results in dst. +// +// FOR j := 0 to 1 +// i := 32*j +// dst[i+31:i] := Convert_FP32_To_Int32_Truncate(a[i+31:i]) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvtt_ps2pi +FORCE_INLINE __m64 _mm_cvtt_ps2pi(__m128 a) +{ + return vreinterpret_m64_s32( + vget_low_s32(vcvtq_s32_f32(vreinterpretq_f32_m128(a)))); +} + +// Convert the lower single-precision (32-bit) floating-point element in a to a +// 32-bit integer with truncation, and store the result in dst. +// +// dst[31:0] := Convert_FP32_To_Int32_Truncate(a[31:0]) +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvtt_ss2si +FORCE_INLINE int _mm_cvtt_ss2si(__m128 a) +{ + return vgetq_lane_s32(vcvtq_s32_f32(vreinterpretq_f32_m128(a)), 0); +} + +// Convert packed single-precision (32-bit) floating-point elements in a to +// packed 32-bit integers with truncation, and store the results in dst. +// +// FOR j := 0 to 1 +// i := 32*j +// dst[i+31:i] := Convert_FP32_To_Int32_Truncate(a[i+31:i]) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvttps_pi32 +#define _mm_cvttps_pi32(a) _mm_cvtt_ps2pi(a) + +// Convert the lower single-precision (32-bit) floating-point element in a to a +// 32-bit integer with truncation, and store the result in dst. +// +// dst[31:0] := Convert_FP32_To_Int32_Truncate(a[31:0]) +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvttss_si32 +#define _mm_cvttss_si32(a) _mm_cvtt_ss2si(a) + +// Convert the lower single-precision (32-bit) floating-point element in a to a +// 64-bit integer with truncation, and store the result in dst. +// +// dst[63:0] := Convert_FP32_To_Int64_Truncate(a[31:0]) +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvttss_si64 +FORCE_INLINE int64_t _mm_cvttss_si64(__m128 a) +{ + return vgetq_lane_s64( + vmovl_s32(vget_low_s32(vcvtq_s32_f32(vreinterpretq_f32_m128(a)))), 0); +} + +// Sets the 128-bit value to zero +// https://msdn.microsoft.com/en-us/library/vstudio/ys7dw0kh(v=vs.100).aspx +FORCE_INLINE __m128i _mm_setzero_si128(void) +{ + return vreinterpretq_m128i_s32(vdupq_n_s32(0)); +} + +// Clears the four single-precision, floating-point values. +// https://msdn.microsoft.com/en-us/library/vstudio/tk1t2tbz(v=vs.100).aspx +FORCE_INLINE __m128 _mm_setzero_ps(void) +{ + return vreinterpretq_m128_f32(vdupq_n_f32(0)); +} + +// Return vector of type __m128d with all elements set to zero. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_setzero_pd +FORCE_INLINE __m128d _mm_setzero_pd(void) +{ +#if defined(__aarch64__) + return vreinterpretq_m128d_f64(vdupq_n_f64(0)); +#else + return vreinterpretq_m128d_f32(vdupq_n_f32(0)); +#endif +} + +// Sets the four single-precision, floating-point values to w. +// +// r0 := r1 := r2 := r3 := w +// +// https://msdn.microsoft.com/en-us/library/vstudio/2x1se8ha(v=vs.100).aspx +FORCE_INLINE __m128 _mm_set1_ps(float _w) +{ + return vreinterpretq_m128_f32(vdupq_n_f32(_w)); +} + +// Sets the four single-precision, floating-point values to w. +// https://msdn.microsoft.com/en-us/library/vstudio/2x1se8ha(v=vs.100).aspx +FORCE_INLINE __m128 _mm_set_ps1(float _w) +{ + return vreinterpretq_m128_f32(vdupq_n_f32(_w)); +} + +// Sets the four single-precision, floating-point values to the four inputs. +// https://msdn.microsoft.com/en-us/library/vstudio/afh0zf75(v=vs.100).aspx +FORCE_INLINE __m128 _mm_set_ps(float w, float z, float y, float x) +{ + float ALIGN_STRUCT(16) data[4] = {x, y, z, w}; + return vreinterpretq_m128_f32(vld1q_f32(data)); +} + +// Copy single-precision (32-bit) floating-point element a to the lower element +// of dst, and zero the upper 3 elements. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_set_ss +FORCE_INLINE __m128 _mm_set_ss(float a) +{ + float ALIGN_STRUCT(16) data[4] = {a, 0, 0, 0}; + return vreinterpretq_m128_f32(vld1q_f32(data)); +} + +// Sets the four single-precision, floating-point values to the four inputs in +// reverse order. +// https://msdn.microsoft.com/en-us/library/vstudio/d2172ct3(v=vs.100).aspx +FORCE_INLINE __m128 _mm_setr_ps(float w, float z, float y, float x) +{ + float ALIGN_STRUCT(16) data[4] = {w, z, y, x}; + return vreinterpretq_m128_f32(vld1q_f32(data)); +} + +// Sets the 8 signed 16-bit integer values in reverse order. +// +// Return Value +// r0 := w0 +// r1 := w1 +// ... +// r7 := w7 +FORCE_INLINE __m128i _mm_setr_epi16(short w0, + short w1, + short w2, + short w3, + short w4, + short w5, + short w6, + short w7) +{ + int16_t ALIGN_STRUCT(16) data[8] = {w0, w1, w2, w3, w4, w5, w6, w7}; + return vreinterpretq_m128i_s16(vld1q_s16((int16_t *) data)); +} + +// Sets the 4 signed 32-bit integer values in reverse order +// https://technet.microsoft.com/en-us/library/security/27yb3ee5(v=vs.90).aspx +FORCE_INLINE __m128i _mm_setr_epi32(int i3, int i2, int i1, int i0) +{ + int32_t ALIGN_STRUCT(16) data[4] = {i3, i2, i1, i0}; + return vreinterpretq_m128i_s32(vld1q_s32(data)); +} + +// Set packed 64-bit integers in dst with the supplied values in reverse order. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_setr_epi64 +FORCE_INLINE __m128i _mm_setr_epi64(__m64 e1, __m64 e0) +{ + return vreinterpretq_m128i_s64(vcombine_s64(e1, e0)); +} + +// Sets the 16 signed 8-bit integer values to b. +// +// r0 := b +// r1 := b +// ... +// r15 := b +// +// https://msdn.microsoft.com/en-us/library/6e14xhyf(v=vs.100).aspx +FORCE_INLINE __m128i _mm_set1_epi8(signed char w) +{ + return vreinterpretq_m128i_s8(vdupq_n_s8(w)); +} + +// Sets the 8 signed 16-bit integer values to w. +// +// r0 := w +// r1 := w +// ... +// r7 := w +// +// https://msdn.microsoft.com/en-us/library/k0ya3x0e(v=vs.90).aspx +FORCE_INLINE __m128i _mm_set1_epi16(short w) +{ + return vreinterpretq_m128i_s16(vdupq_n_s16(w)); +} + +// Sets the 16 signed 8-bit integer values. +// https://msdn.microsoft.com/en-us/library/x0cx8zd3(v=vs.90).aspx +FORCE_INLINE __m128i _mm_set_epi8(signed char b15, + signed char b14, + signed char b13, + signed char b12, + signed char b11, + signed char b10, + signed char b9, + signed char b8, + signed char b7, + signed char b6, + signed char b5, + signed char b4, + signed char b3, + signed char b2, + signed char b1, + signed char b0) +{ + int8_t ALIGN_STRUCT(16) + data[16] = {(int8_t) b0, (int8_t) b1, (int8_t) b2, (int8_t) b3, + (int8_t) b4, (int8_t) b5, (int8_t) b6, (int8_t) b7, + (int8_t) b8, (int8_t) b9, (int8_t) b10, (int8_t) b11, + (int8_t) b12, (int8_t) b13, (int8_t) b14, (int8_t) b15}; + return (__m128i) vld1q_s8(data); +} + +// Sets the 8 signed 16-bit integer values. +// https://msdn.microsoft.com/en-au/library/3e0fek84(v=vs.90).aspx +FORCE_INLINE __m128i _mm_set_epi16(short i7, + short i6, + short i5, + short i4, + short i3, + short i2, + short i1, + short i0) +{ + int16_t ALIGN_STRUCT(16) data[8] = {i0, i1, i2, i3, i4, i5, i6, i7}; + return vreinterpretq_m128i_s16(vld1q_s16(data)); +} + +// Sets the 16 signed 8-bit integer values in reverse order. +// https://msdn.microsoft.com/en-us/library/2khb9c7k(v=vs.90).aspx +FORCE_INLINE __m128i _mm_setr_epi8(signed char b0, + signed char b1, + signed char b2, + signed char b3, + signed char b4, + signed char b5, + signed char b6, + signed char b7, + signed char b8, + signed char b9, + signed char b10, + signed char b11, + signed char b12, + signed char b13, + signed char b14, + signed char b15) +{ + int8_t ALIGN_STRUCT(16) + data[16] = {(int8_t) b0, (int8_t) b1, (int8_t) b2, (int8_t) b3, + (int8_t) b4, (int8_t) b5, (int8_t) b6, (int8_t) b7, + (int8_t) b8, (int8_t) b9, (int8_t) b10, (int8_t) b11, + (int8_t) b12, (int8_t) b13, (int8_t) b14, (int8_t) b15}; + return (__m128i) vld1q_s8(data); +} + +// Sets the 4 signed 32-bit integer values to i. +// +// r0 := i +// r1 := i +// r2 := i +// r3 := I +// +// https://msdn.microsoft.com/en-us/library/vstudio/h4xscxat(v=vs.100).aspx +FORCE_INLINE __m128i _mm_set1_epi32(int _i) +{ + return vreinterpretq_m128i_s32(vdupq_n_s32(_i)); +} + +// Sets the 2 signed 64-bit integer values to i. +// https://docs.microsoft.com/en-us/previous-versions/visualstudio/visual-studio-2010/whtfzhzk(v=vs.100) +FORCE_INLINE __m128i _mm_set1_epi64(__m64 _i) +{ + return vreinterpretq_m128i_s64(vdupq_n_s64((int64_t) _i)); +} + +// Sets the 2 signed 64-bit integer values to i. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_set1_epi64x +FORCE_INLINE __m128i _mm_set1_epi64x(int64_t _i) +{ + return vreinterpretq_m128i_s64(vdupq_n_s64(_i)); +} + +// Sets the 4 signed 32-bit integer values. +// https://msdn.microsoft.com/en-us/library/vstudio/019beekt(v=vs.100).aspx +FORCE_INLINE __m128i _mm_set_epi32(int i3, int i2, int i1, int i0) +{ + int32_t ALIGN_STRUCT(16) data[4] = {i0, i1, i2, i3}; + return vreinterpretq_m128i_s32(vld1q_s32(data)); +} + +// Returns the __m128i structure with its two 64-bit integer values +// initialized to the values of the two 64-bit integers passed in. +// https://msdn.microsoft.com/en-us/library/dk2sdw0h(v=vs.120).aspx +FORCE_INLINE __m128i _mm_set_epi64x(int64_t i1, int64_t i2) +{ + int64_t ALIGN_STRUCT(16) data[2] = {i2, i1}; + return vreinterpretq_m128i_s64(vld1q_s64(data)); +} + +// Returns the __m128i structure with its two 64-bit integer values +// initialized to the values of the two 64-bit integers passed in. +// https://msdn.microsoft.com/en-us/library/dk2sdw0h(v=vs.120).aspx +FORCE_INLINE __m128i _mm_set_epi64(__m64 i1, __m64 i2) +{ + return _mm_set_epi64x((int64_t) i1, (int64_t) i2); +} + +// Set packed double-precision (64-bit) floating-point elements in dst with the +// supplied values. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_set_pd +FORCE_INLINE __m128d _mm_set_pd(double e1, double e0) +{ + double ALIGN_STRUCT(16) data[2] = {e0, e1}; +#if defined(__aarch64__) + return vreinterpretq_m128d_f64(vld1q_f64((float64_t *) data)); +#else + return vreinterpretq_m128d_f32(vld1q_f32((float32_t *) data)); +#endif +} + +// Stores four single-precision, floating-point values. +// https://msdn.microsoft.com/en-us/library/vstudio/s3h4ay6y(v=vs.100).aspx +FORCE_INLINE void _mm_store_ps(float *p, __m128 a) +{ + vst1q_f32(p, vreinterpretq_f32_m128(a)); +} + +// Stores four single-precision, floating-point values. +// https://msdn.microsoft.com/en-us/library/44e30x22(v=vs.100).aspx +FORCE_INLINE void _mm_storeu_ps(float *p, __m128 a) +{ + vst1q_f32(p, vreinterpretq_f32_m128(a)); +} + +// Stores four 32-bit integer values as (as a __m128i value) at the address p. +// https://msdn.microsoft.com/en-us/library/vstudio/edk11s13(v=vs.100).aspx +FORCE_INLINE void _mm_store_si128(__m128i *p, __m128i a) +{ + vst1q_s32((int32_t *) p, vreinterpretq_s32_m128i(a)); +} + +// Stores four 32-bit integer values as (as a __m128i value) at the address p. +// https://msdn.microsoft.com/en-us/library/vstudio/edk11s13(v=vs.100).aspx +FORCE_INLINE void _mm_storeu_si128(__m128i *p, __m128i a) +{ + vst1q_s32((int32_t *) p, vreinterpretq_s32_m128i(a)); +} + +// Stores the lower single - precision, floating - point value. +// https://msdn.microsoft.com/en-us/library/tzz10fbx(v=vs.100).aspx +FORCE_INLINE void _mm_store_ss(float *p, __m128 a) +{ + vst1q_lane_f32(p, vreinterpretq_f32_m128(a), 0); +} + +// Store 128-bits (composed of 2 packed double-precision (64-bit) floating-point +// elements) from a into memory. mem_addr must be aligned on a 16-byte boundary +// or a general-protection exception may be generated. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_store_pd +FORCE_INLINE void _mm_store_pd(double *mem_addr, __m128d a) +{ +#if defined(__aarch64__) + vst1q_f64((float64_t *) mem_addr, vreinterpretq_f64_m128d(a)); +#else + vst1q_f32((float32_t *) mem_addr, vreinterpretq_f32_m128d(a)); +#endif +} + +// Store 128-bits (composed of 2 packed double-precision (64-bit) floating-point +// elements) from a into memory. mem_addr does not need to be aligned on any +// particular boundary. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_storeu_pd +FORCE_INLINE void _mm_storeu_pd(double *mem_addr, __m128d a) +{ + _mm_store_pd(mem_addr, a); +} + +// Reads the lower 64 bits of b and stores them into the lower 64 bits of a. +// https://msdn.microsoft.com/en-us/library/hhwf428f%28v=vs.90%29.aspx +FORCE_INLINE void _mm_storel_epi64(__m128i *a, __m128i b) +{ + uint64x1_t hi = vget_high_u64(vreinterpretq_u64_m128i(*a)); + uint64x1_t lo = vget_low_u64(vreinterpretq_u64_m128i(b)); + *a = vreinterpretq_m128i_u64(vcombine_u64(lo, hi)); +} + +// Stores the lower two single-precision floating point values of a to the +// address p. +// +// *p0 := a0 +// *p1 := a1 +// +// https://msdn.microsoft.com/en-us/library/h54t98ks(v=vs.90).aspx +FORCE_INLINE void _mm_storel_pi(__m64 *p, __m128 a) +{ + *p = vreinterpret_m64_f32(vget_low_f32(a)); +} + +// Stores the upper two single-precision, floating-point values of a to the +// address p. +// +// *p0 := a2 +// *p1 := a3 +// +// https://msdn.microsoft.com/en-us/library/a7525fs8(v%3dvs.90).aspx +FORCE_INLINE void _mm_storeh_pi(__m64 *p, __m128 a) +{ + *p = vreinterpret_m64_f32(vget_high_f32(a)); +} + +// Loads a single single-precision, floating-point value, copying it into all +// four words +// https://msdn.microsoft.com/en-us/library/vstudio/5cdkf716(v=vs.100).aspx +FORCE_INLINE __m128 _mm_load1_ps(const float *p) +{ + return vreinterpretq_m128_f32(vld1q_dup_f32(p)); +} + +// Load a single-precision (32-bit) floating-point element from memory into all +// elements of dst. +// +// dst[31:0] := MEM[mem_addr+31:mem_addr] +// dst[63:32] := MEM[mem_addr+31:mem_addr] +// dst[95:64] := MEM[mem_addr+31:mem_addr] +// dst[127:96] := MEM[mem_addr+31:mem_addr] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_load_ps1 +#define _mm_load_ps1 _mm_load1_ps + +// Sets the lower two single-precision, floating-point values with 64 +// bits of data loaded from the address p; the upper two values are passed +// through from a. +// +// Return Value +// r0 := *p0 +// r1 := *p1 +// r2 := a2 +// r3 := a3 +// +// https://msdn.microsoft.com/en-us/library/s57cyak2(v=vs.100).aspx +FORCE_INLINE __m128 _mm_loadl_pi(__m128 a, __m64 const *p) +{ + return vreinterpretq_m128_f32( + vcombine_f32(vld1_f32((const float32_t *) p), vget_high_f32(a))); +} + +// Load 4 single-precision (32-bit) floating-point elements from memory into dst +// in reverse order. mem_addr must be aligned on a 16-byte boundary or a +// general-protection exception may be generated. +// +// dst[31:0] := MEM[mem_addr+127:mem_addr+96] +// dst[63:32] := MEM[mem_addr+95:mem_addr+64] +// dst[95:64] := MEM[mem_addr+63:mem_addr+32] +// dst[127:96] := MEM[mem_addr+31:mem_addr] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_loadr_ps +FORCE_INLINE __m128 _mm_loadr_ps(const float *p) +{ + float32x4_t v = vrev64q_f32(vld1q_f32(p)); + return vreinterpretq_m128_f32(vextq_f32(v, v, 2)); +} + +// Sets the upper two single-precision, floating-point values with 64 +// bits of data loaded from the address p; the lower two values are passed +// through from a. +// +// r0 := a0 +// r1 := a1 +// r2 := *p0 +// r3 := *p1 +// +// https://msdn.microsoft.com/en-us/library/w92wta0x(v%3dvs.100).aspx +FORCE_INLINE __m128 _mm_loadh_pi(__m128 a, __m64 const *p) +{ + return vreinterpretq_m128_f32( + vcombine_f32(vget_low_f32(a), vld1_f32((const float32_t *) p))); +} + +// Loads four single-precision, floating-point values. +// https://msdn.microsoft.com/en-us/library/vstudio/zzd50xxt(v=vs.100).aspx +FORCE_INLINE __m128 _mm_load_ps(const float *p) +{ + return vreinterpretq_m128_f32(vld1q_f32(p)); +} + +// Loads four single-precision, floating-point values. +// https://msdn.microsoft.com/en-us/library/x1b16s7z%28v=vs.90%29.aspx +FORCE_INLINE __m128 _mm_loadu_ps(const float *p) +{ + // for neon, alignment doesn't matter, so _mm_load_ps and _mm_loadu_ps are + // equivalent for neon + return vreinterpretq_m128_f32(vld1q_f32(p)); +} + +// Load unaligned 16-bit integer from memory into the first element of dst. +// +// dst[15:0] := MEM[mem_addr+15:mem_addr] +// dst[MAX:16] := 0 +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_loadu_si16 +FORCE_INLINE __m128i _mm_loadu_si16(const void *p) +{ + return vreinterpretq_m128i_s16( + vsetq_lane_s16(*(const int16_t *) p, vdupq_n_s16(0), 0)); +} + +// Load unaligned 64-bit integer from memory into the first element of dst. +// +// dst[63:0] := MEM[mem_addr+63:mem_addr] +// dst[MAX:64] := 0 +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_loadu_si64 +FORCE_INLINE __m128i _mm_loadu_si64(const void *p) +{ + return vreinterpretq_m128i_s64( + vcombine_s64(vld1_s64((const int64_t *) p), vdup_n_s64(0))); +} + +// Load a double-precision (64-bit) floating-point element from memory into the +// lower of dst, and zero the upper element. mem_addr does not need to be +// aligned on any particular boundary. +// +// dst[63:0] := MEM[mem_addr+63:mem_addr] +// dst[127:64] := 0 +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_load_sd +FORCE_INLINE __m128d _mm_load_sd(const double *p) +{ +#if defined(__aarch64__) + return vreinterpretq_m128d_f64(vsetq_lane_f64(*p, vdupq_n_f64(0), 0)); +#else + const float *fp = (const float *) p; + float ALIGN_STRUCT(16) data[4] = {fp[0], fp[1], 0, 0}; + return vreinterpretq_m128d_f32(vld1q_f32(data)); +#endif +} + +// Loads two double-precision from 16-byte aligned memory, floating-point +// values. +// +// dst[127:0] := MEM[mem_addr+127:mem_addr] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_load_pd +FORCE_INLINE __m128d _mm_load_pd(const double *p) +{ +#if defined(__aarch64__) + return vreinterpretq_m128d_f64(vld1q_f64(p)); +#else + const float *fp = (const float *) p; + float ALIGN_STRUCT(16) data[4] = {fp[0], fp[1], fp[2], fp[3]}; + return vreinterpretq_m128d_f32(vld1q_f32(data)); +#endif +} + +// Loads two double-precision from unaligned memory, floating-point values. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_loadu_pd +FORCE_INLINE __m128d _mm_loadu_pd(const double *p) +{ + return _mm_load_pd(p); +} + +// Loads an single - precision, floating - point value into the low word and +// clears the upper three words. +// https://msdn.microsoft.com/en-us/library/548bb9h4%28v=vs.90%29.aspx +FORCE_INLINE __m128 _mm_load_ss(const float *p) +{ + return vreinterpretq_m128_f32(vsetq_lane_f32(*p, vdupq_n_f32(0), 0)); +} + +FORCE_INLINE __m128i _mm_loadl_epi64(__m128i const *p) +{ + /* Load the lower 64 bits of the value pointed to by p into the + * lower 64 bits of the result, zeroing the upper 64 bits of the result. + */ + return vreinterpretq_m128i_s32( + vcombine_s32(vld1_s32((int32_t const *) p), vcreate_s32(0))); +} + +// Load a double-precision (64-bit) floating-point element from memory into the +// lower element of dst, and copy the upper element from a to dst. mem_addr does +// not need to be aligned on any particular boundary. +// +// dst[63:0] := MEM[mem_addr+63:mem_addr] +// dst[127:64] := a[127:64] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_loadl_pd +FORCE_INLINE __m128d _mm_loadl_pd(__m128d a, const double *p) +{ +#if defined(__aarch64__) + return vreinterpretq_m128d_f64( + vcombine_f64(vld1_f64(p), vget_high_f64(vreinterpretq_f64_m128d(a)))); +#else + return vreinterpretq_m128d_f32( + vcombine_f32(vld1_f32((const float *) p), + vget_high_f32(vreinterpretq_f32_m128d(a)))); +#endif +} + +// Load 2 double-precision (64-bit) floating-point elements from memory into dst +// in reverse order. mem_addr must be aligned on a 16-byte boundary or a +// general-protection exception may be generated. +// +// dst[63:0] := MEM[mem_addr+127:mem_addr+64] +// dst[127:64] := MEM[mem_addr+63:mem_addr] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_loadr_pd +FORCE_INLINE __m128d _mm_loadr_pd(const double *p) +{ +#if defined(__aarch64__) + float64x2_t v = vld1q_f64(p); + return vreinterpretq_m128d_f64(vextq_f64(v, v, 1)); +#else + int64x2_t v = vld1q_s64((const int64_t *) p); + return vreinterpretq_m128d_s64(vextq_s64(v, v, 1)); +#endif +} + +// Sets the low word to the single-precision, floating-point value of b +// https://docs.microsoft.com/en-us/previous-versions/visualstudio/visual-studio-2010/35hdzazd(v=vs.100) +FORCE_INLINE __m128 _mm_move_ss(__m128 a, __m128 b) +{ + return vreinterpretq_m128_f32( + vsetq_lane_f32(vgetq_lane_f32(vreinterpretq_f32_m128(b), 0), + vreinterpretq_f32_m128(a), 0)); +} + +// Copy the lower 64-bit integer in a to the lower element of dst, and zero the +// upper element. +// +// dst[63:0] := a[63:0] +// dst[127:64] := 0 +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_move_epi64 +FORCE_INLINE __m128i _mm_move_epi64(__m128i a) +{ + return vreinterpretq_m128i_s64( + vsetq_lane_s64(0, vreinterpretq_s64_m128i(a), 1)); +} + +// Return vector of type __m128 with undefined elements. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_undefined_ps +FORCE_INLINE __m128 _mm_undefined_ps(void) +{ + __m128 a; + return a; +} + +/* Logic/Binary operations */ + +// Computes the bitwise AND-NOT of the four single-precision, floating-point +// values of a and b. +// +// r0 := ~a0 & b0 +// r1 := ~a1 & b1 +// r2 := ~a2 & b2 +// r3 := ~a3 & b3 +// +// https://msdn.microsoft.com/en-us/library/vstudio/68h7wd02(v=vs.100).aspx +FORCE_INLINE __m128 _mm_andnot_ps(__m128 a, __m128 b) +{ + return vreinterpretq_m128_s32( + vbicq_s32(vreinterpretq_s32_m128(b), + vreinterpretq_s32_m128(a))); // *NOTE* argument swap +} + +// Compute the bitwise NOT of packed double-precision (64-bit) floating-point +// elements in a and then AND with b, and store the results in dst. +// +// FOR j := 0 to 1 +// i := j*64 +// dst[i+63:i] := ((NOT a[i+63:i]) AND b[i+63:i]) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_andnot_pd +FORCE_INLINE __m128d _mm_andnot_pd(__m128d a, __m128d b) +{ + // *NOTE* argument swap + return vreinterpretq_m128d_s64( + vbicq_s64(vreinterpretq_s64_m128d(b), vreinterpretq_s64_m128d(a))); +} + +// Computes the bitwise AND of the 128-bit value in b and the bitwise NOT of the +// 128-bit value in a. +// +// r := (~a) & b +// +// https://msdn.microsoft.com/en-us/library/vstudio/1beaceh8(v=vs.100).aspx +FORCE_INLINE __m128i _mm_andnot_si128(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s32( + vbicq_s32(vreinterpretq_s32_m128i(b), + vreinterpretq_s32_m128i(a))); // *NOTE* argument swap +} + +// Computes the bitwise AND of the 128-bit value in a and the 128-bit value in +// b. +// +// r := a & b +// +// https://msdn.microsoft.com/en-us/library/vstudio/6d1txsa8(v=vs.100).aspx +FORCE_INLINE __m128i _mm_and_si128(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s32( + vandq_s32(vreinterpretq_s32_m128i(a), vreinterpretq_s32_m128i(b))); +} + +// Computes the bitwise AND of the four single-precision, floating-point values +// of a and b. +// +// r0 := a0 & b0 +// r1 := a1 & b1 +// r2 := a2 & b2 +// r3 := a3 & b3 +// +// https://msdn.microsoft.com/en-us/library/vstudio/73ck1xc5(v=vs.100).aspx +FORCE_INLINE __m128 _mm_and_ps(__m128 a, __m128 b) +{ + return vreinterpretq_m128_s32( + vandq_s32(vreinterpretq_s32_m128(a), vreinterpretq_s32_m128(b))); +} + +// Compute the bitwise AND of packed double-precision (64-bit) floating-point +// elements in a and b, and store the results in dst. +// +// FOR j := 0 to 1 +// i := j*64 +// dst[i+63:i] := a[i+63:i] AND b[i+63:i] +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_and_pd +FORCE_INLINE __m128d _mm_and_pd(__m128d a, __m128d b) +{ + return vreinterpretq_m128d_s64( + vandq_s64(vreinterpretq_s64_m128d(a), vreinterpretq_s64_m128d(b))); +} + +// Computes the bitwise OR of the four single-precision, floating-point values +// of a and b. +// https://msdn.microsoft.com/en-us/library/vstudio/7ctdsyy0(v=vs.100).aspx +FORCE_INLINE __m128 _mm_or_ps(__m128 a, __m128 b) +{ + return vreinterpretq_m128_s32( + vorrq_s32(vreinterpretq_s32_m128(a), vreinterpretq_s32_m128(b))); +} + +// Computes bitwise EXOR (exclusive-or) of the four single-precision, +// floating-point values of a and b. +// https://msdn.microsoft.com/en-us/library/ss6k3wk8(v=vs.100).aspx +FORCE_INLINE __m128 _mm_xor_ps(__m128 a, __m128 b) +{ + return vreinterpretq_m128_s32( + veorq_s32(vreinterpretq_s32_m128(a), vreinterpretq_s32_m128(b))); +} + +// Compute the bitwise XOR of packed double-precision (64-bit) floating-point +// elements in a and b, and store the results in dst. +// +// FOR j := 0 to 1 +// i := j*64 +// dst[i+63:i] := a[i+63:i] XOR b[i+63:i] +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_xor_pd +FORCE_INLINE __m128d _mm_xor_pd(__m128d a, __m128d b) +{ + return vreinterpretq_m128d_s64( + veorq_s64(vreinterpretq_s64_m128d(a), vreinterpretq_s64_m128d(b))); +} + +// Computes the bitwise OR of the 128-bit value in a and the 128-bit value in b. +// +// r := a | b +// +// https://msdn.microsoft.com/en-us/library/vstudio/ew8ty0db(v=vs.100).aspx +FORCE_INLINE __m128i _mm_or_si128(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s32( + vorrq_s32(vreinterpretq_s32_m128i(a), vreinterpretq_s32_m128i(b))); +} + +// Computes the bitwise XOR of the 128-bit value in a and the 128-bit value in +// b. https://msdn.microsoft.com/en-us/library/fzt08www(v=vs.100).aspx +FORCE_INLINE __m128i _mm_xor_si128(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s32( + veorq_s32(vreinterpretq_s32_m128i(a), vreinterpretq_s32_m128i(b))); +} + +// Duplicate odd-indexed single-precision (32-bit) floating-point elements +// from a, and store the results in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_movehdup_ps +FORCE_INLINE __m128 _mm_movehdup_ps(__m128 a) +{ +#if __has_builtin(__builtin_shufflevector) + return vreinterpretq_m128_f32(__builtin_shufflevector( + vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(a), 1, 1, 3, 3)); +#else + float32_t a1 = vgetq_lane_f32(vreinterpretq_f32_m128(a), 1); + float32_t a3 = vgetq_lane_f32(vreinterpretq_f32_m128(a), 3); + float ALIGN_STRUCT(16) data[4] = {a1, a1, a3, a3}; + return vreinterpretq_m128_f32(vld1q_f32(data)); +#endif +} + +// Duplicate even-indexed single-precision (32-bit) floating-point elements +// from a, and store the results in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_moveldup_ps +FORCE_INLINE __m128 _mm_moveldup_ps(__m128 a) +{ +#if __has_builtin(__builtin_shufflevector) + return vreinterpretq_m128_f32(__builtin_shufflevector( + vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(a), 0, 0, 2, 2)); +#else + float32_t a0 = vgetq_lane_f32(vreinterpretq_f32_m128(a), 0); + float32_t a2 = vgetq_lane_f32(vreinterpretq_f32_m128(a), 2); + float ALIGN_STRUCT(16) data[4] = {a0, a0, a2, a2}; + return vreinterpretq_m128_f32(vld1q_f32(data)); +#endif +} + +// Moves the upper two values of B into the lower two values of A. +// +// r3 := a3 +// r2 := a2 +// r1 := b3 +// r0 := b2 +FORCE_INLINE __m128 _mm_movehl_ps(__m128 __A, __m128 __B) +{ + float32x2_t a32 = vget_high_f32(vreinterpretq_f32_m128(__A)); + float32x2_t b32 = vget_high_f32(vreinterpretq_f32_m128(__B)); + return vreinterpretq_m128_f32(vcombine_f32(b32, a32)); +} + +// Moves the lower two values of B into the upper two values of A. +// +// r3 := b1 +// r2 := b0 +// r1 := a1 +// r0 := a0 +FORCE_INLINE __m128 _mm_movelh_ps(__m128 __A, __m128 __B) +{ + float32x2_t a10 = vget_low_f32(vreinterpretq_f32_m128(__A)); + float32x2_t b10 = vget_low_f32(vreinterpretq_f32_m128(__B)); + return vreinterpretq_m128_f32(vcombine_f32(a10, b10)); +} + +// Compute the absolute value of packed signed 32-bit integers in a, and store +// the unsigned results in dst. +// +// FOR j := 0 to 3 +// i := j*32 +// dst[i+31:i] := ABS(a[i+31:i]) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_abs_epi32 +FORCE_INLINE __m128i _mm_abs_epi32(__m128i a) +{ + return vreinterpretq_m128i_s32(vabsq_s32(vreinterpretq_s32_m128i(a))); +} + +// Compute the absolute value of packed signed 16-bit integers in a, and store +// the unsigned results in dst. +// +// FOR j := 0 to 7 +// i := j*16 +// dst[i+15:i] := ABS(a[i+15:i]) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_abs_epi16 +FORCE_INLINE __m128i _mm_abs_epi16(__m128i a) +{ + return vreinterpretq_m128i_s16(vabsq_s16(vreinterpretq_s16_m128i(a))); +} + +// Compute the absolute value of packed signed 8-bit integers in a, and store +// the unsigned results in dst. +// +// FOR j := 0 to 15 +// i := j*8 +// dst[i+7:i] := ABS(a[i+7:i]) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_abs_epi8 +FORCE_INLINE __m128i _mm_abs_epi8(__m128i a) +{ + return vreinterpretq_m128i_s8(vabsq_s8(vreinterpretq_s8_m128i(a))); +} + +// Compute the absolute value of packed signed 32-bit integers in a, and store +// the unsigned results in dst. +// +// FOR j := 0 to 1 +// i := j*32 +// dst[i+31:i] := ABS(a[i+31:i]) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_abs_pi32 +FORCE_INLINE __m64 _mm_abs_pi32(__m64 a) +{ + return vreinterpret_m64_s32(vabs_s32(vreinterpret_s32_m64(a))); +} + +// Compute the absolute value of packed signed 16-bit integers in a, and store +// the unsigned results in dst. +// +// FOR j := 0 to 3 +// i := j*16 +// dst[i+15:i] := ABS(a[i+15:i]) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_abs_pi16 +FORCE_INLINE __m64 _mm_abs_pi16(__m64 a) +{ + return vreinterpret_m64_s16(vabs_s16(vreinterpret_s16_m64(a))); +} + +// Compute the absolute value of packed signed 8-bit integers in a, and store +// the unsigned results in dst. +// +// FOR j := 0 to 7 +// i := j*8 +// dst[i+7:i] := ABS(a[i+7:i]) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_abs_pi8 +FORCE_INLINE __m64 _mm_abs_pi8(__m64 a) +{ + return vreinterpret_m64_s8(vabs_s8(vreinterpret_s8_m64(a))); +} + +// Takes the upper 64 bits of a and places it in the low end of the result +// Takes the lower 64 bits of b and places it into the high end of the result. +FORCE_INLINE __m128 _mm_shuffle_ps_1032(__m128 a, __m128 b) +{ + float32x2_t a32 = vget_high_f32(vreinterpretq_f32_m128(a)); + float32x2_t b10 = vget_low_f32(vreinterpretq_f32_m128(b)); + return vreinterpretq_m128_f32(vcombine_f32(a32, b10)); +} + +// takes the lower two 32-bit values from a and swaps them and places in high +// end of result takes the higher two 32 bit values from b and swaps them and +// places in low end of result. +FORCE_INLINE __m128 _mm_shuffle_ps_2301(__m128 a, __m128 b) +{ + float32x2_t a01 = vrev64_f32(vget_low_f32(vreinterpretq_f32_m128(a))); + float32x2_t b23 = vrev64_f32(vget_high_f32(vreinterpretq_f32_m128(b))); + return vreinterpretq_m128_f32(vcombine_f32(a01, b23)); +} + +FORCE_INLINE __m128 _mm_shuffle_ps_0321(__m128 a, __m128 b) +{ + float32x2_t a21 = vget_high_f32( + vextq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(a), 3)); + float32x2_t b03 = vget_low_f32( + vextq_f32(vreinterpretq_f32_m128(b), vreinterpretq_f32_m128(b), 3)); + return vreinterpretq_m128_f32(vcombine_f32(a21, b03)); +} + +FORCE_INLINE __m128 _mm_shuffle_ps_2103(__m128 a, __m128 b) +{ + float32x2_t a03 = vget_low_f32( + vextq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(a), 3)); + float32x2_t b21 = vget_high_f32( + vextq_f32(vreinterpretq_f32_m128(b), vreinterpretq_f32_m128(b), 3)); + return vreinterpretq_m128_f32(vcombine_f32(a03, b21)); +} + +FORCE_INLINE __m128 _mm_shuffle_ps_1010(__m128 a, __m128 b) +{ + float32x2_t a10 = vget_low_f32(vreinterpretq_f32_m128(a)); + float32x2_t b10 = vget_low_f32(vreinterpretq_f32_m128(b)); + return vreinterpretq_m128_f32(vcombine_f32(a10, b10)); +} + +FORCE_INLINE __m128 _mm_shuffle_ps_1001(__m128 a, __m128 b) +{ + float32x2_t a01 = vrev64_f32(vget_low_f32(vreinterpretq_f32_m128(a))); + float32x2_t b10 = vget_low_f32(vreinterpretq_f32_m128(b)); + return vreinterpretq_m128_f32(vcombine_f32(a01, b10)); +} + +FORCE_INLINE __m128 _mm_shuffle_ps_0101(__m128 a, __m128 b) +{ + float32x2_t a01 = vrev64_f32(vget_low_f32(vreinterpretq_f32_m128(a))); + float32x2_t b01 = vrev64_f32(vget_low_f32(vreinterpretq_f32_m128(b))); + return vreinterpretq_m128_f32(vcombine_f32(a01, b01)); +} + +// keeps the low 64 bits of b in the low and puts the high 64 bits of a in the +// high +FORCE_INLINE __m128 _mm_shuffle_ps_3210(__m128 a, __m128 b) +{ + float32x2_t a10 = vget_low_f32(vreinterpretq_f32_m128(a)); + float32x2_t b32 = vget_high_f32(vreinterpretq_f32_m128(b)); + return vreinterpretq_m128_f32(vcombine_f32(a10, b32)); +} + +FORCE_INLINE __m128 _mm_shuffle_ps_0011(__m128 a, __m128 b) +{ + float32x2_t a11 = vdup_lane_f32(vget_low_f32(vreinterpretq_f32_m128(a)), 1); + float32x2_t b00 = vdup_lane_f32(vget_low_f32(vreinterpretq_f32_m128(b)), 0); + return vreinterpretq_m128_f32(vcombine_f32(a11, b00)); +} + +FORCE_INLINE __m128 _mm_shuffle_ps_0022(__m128 a, __m128 b) +{ + float32x2_t a22 = + vdup_lane_f32(vget_high_f32(vreinterpretq_f32_m128(a)), 0); + float32x2_t b00 = vdup_lane_f32(vget_low_f32(vreinterpretq_f32_m128(b)), 0); + return vreinterpretq_m128_f32(vcombine_f32(a22, b00)); +} + +FORCE_INLINE __m128 _mm_shuffle_ps_2200(__m128 a, __m128 b) +{ + float32x2_t a00 = vdup_lane_f32(vget_low_f32(vreinterpretq_f32_m128(a)), 0); + float32x2_t b22 = + vdup_lane_f32(vget_high_f32(vreinterpretq_f32_m128(b)), 0); + return vreinterpretq_m128_f32(vcombine_f32(a00, b22)); +} + +FORCE_INLINE __m128 _mm_shuffle_ps_3202(__m128 a, __m128 b) +{ + float32_t a0 = vgetq_lane_f32(vreinterpretq_f32_m128(a), 0); + float32x2_t a22 = + vdup_lane_f32(vget_high_f32(vreinterpretq_f32_m128(a)), 0); + float32x2_t a02 = vset_lane_f32(a0, a22, 1); /* TODO: use vzip ?*/ + float32x2_t b32 = vget_high_f32(vreinterpretq_f32_m128(b)); + return vreinterpretq_m128_f32(vcombine_f32(a02, b32)); +} + +FORCE_INLINE __m128 _mm_shuffle_ps_1133(__m128 a, __m128 b) +{ + float32x2_t a33 = + vdup_lane_f32(vget_high_f32(vreinterpretq_f32_m128(a)), 1); + float32x2_t b11 = vdup_lane_f32(vget_low_f32(vreinterpretq_f32_m128(b)), 1); + return vreinterpretq_m128_f32(vcombine_f32(a33, b11)); +} + +FORCE_INLINE __m128 _mm_shuffle_ps_2010(__m128 a, __m128 b) +{ + float32x2_t a10 = vget_low_f32(vreinterpretq_f32_m128(a)); + float32_t b2 = vgetq_lane_f32(vreinterpretq_f32_m128(b), 2); + float32x2_t b00 = vdup_lane_f32(vget_low_f32(vreinterpretq_f32_m128(b)), 0); + float32x2_t b20 = vset_lane_f32(b2, b00, 1); + return vreinterpretq_m128_f32(vcombine_f32(a10, b20)); +} + +FORCE_INLINE __m128 _mm_shuffle_ps_2001(__m128 a, __m128 b) +{ + float32x2_t a01 = vrev64_f32(vget_low_f32(vreinterpretq_f32_m128(a))); + float32_t b2 = vgetq_lane_f32(b, 2); + float32x2_t b00 = vdup_lane_f32(vget_low_f32(vreinterpretq_f32_m128(b)), 0); + float32x2_t b20 = vset_lane_f32(b2, b00, 1); + return vreinterpretq_m128_f32(vcombine_f32(a01, b20)); +} + +FORCE_INLINE __m128 _mm_shuffle_ps_2032(__m128 a, __m128 b) +{ + float32x2_t a32 = vget_high_f32(vreinterpretq_f32_m128(a)); + float32_t b2 = vgetq_lane_f32(b, 2); + float32x2_t b00 = vdup_lane_f32(vget_low_f32(vreinterpretq_f32_m128(b)), 0); + float32x2_t b20 = vset_lane_f32(b2, b00, 1); + return vreinterpretq_m128_f32(vcombine_f32(a32, b20)); +} + +// NEON does not support a general purpose permute intrinsic +// Selects four specific single-precision, floating-point values from a and b, +// based on the mask i. +// +// C equivalent: +// __m128 _mm_shuffle_ps_default(__m128 a, __m128 b, +// __constrange(0, 255) int imm) { +// __m128 ret; +// ret[0] = a[imm & 0x3]; ret[1] = a[(imm >> 2) & 0x3]; +// ret[2] = b[(imm >> 4) & 0x03]; ret[3] = b[(imm >> 6) & 0x03]; +// return ret; +// } +// +// https://msdn.microsoft.com/en-us/library/vstudio/5f0858x0(v=vs.100).aspx +#define _mm_shuffle_ps_default(a, b, imm) \ + __extension__({ \ + float32x4_t ret; \ + ret = vmovq_n_f32( \ + vgetq_lane_f32(vreinterpretq_f32_m128(a), (imm) & (0x3))); \ + ret = vsetq_lane_f32( \ + vgetq_lane_f32(vreinterpretq_f32_m128(a), ((imm) >> 2) & 0x3), \ + ret, 1); \ + ret = vsetq_lane_f32( \ + vgetq_lane_f32(vreinterpretq_f32_m128(b), ((imm) >> 4) & 0x3), \ + ret, 2); \ + ret = vsetq_lane_f32( \ + vgetq_lane_f32(vreinterpretq_f32_m128(b), ((imm) >> 6) & 0x3), \ + ret, 3); \ + vreinterpretq_m128_f32(ret); \ + }) + +// FORCE_INLINE __m128 _mm_shuffle_ps(__m128 a, __m128 b, __constrange(0,255) +// int imm) +#if __has_builtin(__builtin_shufflevector) +#define _mm_shuffle_ps(a, b, imm) \ + __extension__({ \ + float32x4_t _input1 = vreinterpretq_f32_m128(a); \ + float32x4_t _input2 = vreinterpretq_f32_m128(b); \ + float32x4_t _shuf = __builtin_shufflevector( \ + _input1, _input2, (imm) & (0x3), ((imm) >> 2) & 0x3, \ + (((imm) >> 4) & 0x3) + 4, (((imm) >> 6) & 0x3) + 4); \ + vreinterpretq_m128_f32(_shuf); \ + }) +#else // generic +#define _mm_shuffle_ps(a, b, imm) \ + __extension__({ \ + __m128 ret; \ + switch (imm) { \ + case _MM_SHUFFLE(1, 0, 3, 2): \ + ret = _mm_shuffle_ps_1032((a), (b)); \ + break; \ + case _MM_SHUFFLE(2, 3, 0, 1): \ + ret = _mm_shuffle_ps_2301((a), (b)); \ + break; \ + case _MM_SHUFFLE(0, 3, 2, 1): \ + ret = _mm_shuffle_ps_0321((a), (b)); \ + break; \ + case _MM_SHUFFLE(2, 1, 0, 3): \ + ret = _mm_shuffle_ps_2103((a), (b)); \ + break; \ + case _MM_SHUFFLE(1, 0, 1, 0): \ + ret = _mm_movelh_ps((a), (b)); \ + break; \ + case _MM_SHUFFLE(1, 0, 0, 1): \ + ret = _mm_shuffle_ps_1001((a), (b)); \ + break; \ + case _MM_SHUFFLE(0, 1, 0, 1): \ + ret = _mm_shuffle_ps_0101((a), (b)); \ + break; \ + case _MM_SHUFFLE(3, 2, 1, 0): \ + ret = _mm_shuffle_ps_3210((a), (b)); \ + break; \ + case _MM_SHUFFLE(0, 0, 1, 1): \ + ret = _mm_shuffle_ps_0011((a), (b)); \ + break; \ + case _MM_SHUFFLE(0, 0, 2, 2): \ + ret = _mm_shuffle_ps_0022((a), (b)); \ + break; \ + case _MM_SHUFFLE(2, 2, 0, 0): \ + ret = _mm_shuffle_ps_2200((a), (b)); \ + break; \ + case _MM_SHUFFLE(3, 2, 0, 2): \ + ret = _mm_shuffle_ps_3202((a), (b)); \ + break; \ + case _MM_SHUFFLE(3, 2, 3, 2): \ + ret = _mm_movehl_ps((b), (a)); \ + break; \ + case _MM_SHUFFLE(1, 1, 3, 3): \ + ret = _mm_shuffle_ps_1133((a), (b)); \ + break; \ + case _MM_SHUFFLE(2, 0, 1, 0): \ + ret = _mm_shuffle_ps_2010((a), (b)); \ + break; \ + case _MM_SHUFFLE(2, 0, 0, 1): \ + ret = _mm_shuffle_ps_2001((a), (b)); \ + break; \ + case _MM_SHUFFLE(2, 0, 3, 2): \ + ret = _mm_shuffle_ps_2032((a), (b)); \ + break; \ + default: \ + ret = _mm_shuffle_ps_default((a), (b), (imm)); \ + break; \ + } \ + ret; \ + }) +#endif + +// Takes the upper 64 bits of a and places it in the low end of the result +// Takes the lower 64 bits of a and places it into the high end of the result. +FORCE_INLINE __m128i _mm_shuffle_epi_1032(__m128i a) +{ + int32x2_t a32 = vget_high_s32(vreinterpretq_s32_m128i(a)); + int32x2_t a10 = vget_low_s32(vreinterpretq_s32_m128i(a)); + return vreinterpretq_m128i_s32(vcombine_s32(a32, a10)); +} + +// takes the lower two 32-bit values from a and swaps them and places in low end +// of result takes the higher two 32 bit values from a and swaps them and places +// in high end of result. +FORCE_INLINE __m128i _mm_shuffle_epi_2301(__m128i a) +{ + int32x2_t a01 = vrev64_s32(vget_low_s32(vreinterpretq_s32_m128i(a))); + int32x2_t a23 = vrev64_s32(vget_high_s32(vreinterpretq_s32_m128i(a))); + return vreinterpretq_m128i_s32(vcombine_s32(a01, a23)); +} + +// rotates the least significant 32 bits into the most signficant 32 bits, and +// shifts the rest down +FORCE_INLINE __m128i _mm_shuffle_epi_0321(__m128i a) +{ + return vreinterpretq_m128i_s32( + vextq_s32(vreinterpretq_s32_m128i(a), vreinterpretq_s32_m128i(a), 1)); +} + +// rotates the most significant 32 bits into the least signficant 32 bits, and +// shifts the rest up +FORCE_INLINE __m128i _mm_shuffle_epi_2103(__m128i a) +{ + return vreinterpretq_m128i_s32( + vextq_s32(vreinterpretq_s32_m128i(a), vreinterpretq_s32_m128i(a), 3)); +} + +// gets the lower 64 bits of a, and places it in the upper 64 bits +// gets the lower 64 bits of a and places it in the lower 64 bits +FORCE_INLINE __m128i _mm_shuffle_epi_1010(__m128i a) +{ + int32x2_t a10 = vget_low_s32(vreinterpretq_s32_m128i(a)); + return vreinterpretq_m128i_s32(vcombine_s32(a10, a10)); +} + +// gets the lower 64 bits of a, swaps the 0 and 1 elements, and places it in the +// lower 64 bits gets the lower 64 bits of a, and places it in the upper 64 bits +FORCE_INLINE __m128i _mm_shuffle_epi_1001(__m128i a) +{ + int32x2_t a01 = vrev64_s32(vget_low_s32(vreinterpretq_s32_m128i(a))); + int32x2_t a10 = vget_low_s32(vreinterpretq_s32_m128i(a)); + return vreinterpretq_m128i_s32(vcombine_s32(a01, a10)); +} + +// gets the lower 64 bits of a, swaps the 0 and 1 elements and places it in the +// upper 64 bits gets the lower 64 bits of a, swaps the 0 and 1 elements, and +// places it in the lower 64 bits +FORCE_INLINE __m128i _mm_shuffle_epi_0101(__m128i a) +{ + int32x2_t a01 = vrev64_s32(vget_low_s32(vreinterpretq_s32_m128i(a))); + return vreinterpretq_m128i_s32(vcombine_s32(a01, a01)); +} + +FORCE_INLINE __m128i _mm_shuffle_epi_2211(__m128i a) +{ + int32x2_t a11 = vdup_lane_s32(vget_low_s32(vreinterpretq_s32_m128i(a)), 1); + int32x2_t a22 = vdup_lane_s32(vget_high_s32(vreinterpretq_s32_m128i(a)), 0); + return vreinterpretq_m128i_s32(vcombine_s32(a11, a22)); +} + +FORCE_INLINE __m128i _mm_shuffle_epi_0122(__m128i a) +{ + int32x2_t a22 = vdup_lane_s32(vget_high_s32(vreinterpretq_s32_m128i(a)), 0); + int32x2_t a01 = vrev64_s32(vget_low_s32(vreinterpretq_s32_m128i(a))); + return vreinterpretq_m128i_s32(vcombine_s32(a22, a01)); +} + +FORCE_INLINE __m128i _mm_shuffle_epi_3332(__m128i a) +{ + int32x2_t a32 = vget_high_s32(vreinterpretq_s32_m128i(a)); + int32x2_t a33 = vdup_lane_s32(vget_high_s32(vreinterpretq_s32_m128i(a)), 1); + return vreinterpretq_m128i_s32(vcombine_s32(a32, a33)); +} + +// Shuffle packed 8-bit integers in a according to shuffle control mask in the +// corresponding 8-bit element of b, and store the results in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_shuffle_epi8 +FORCE_INLINE __m128i _mm_shuffle_epi8(__m128i a, __m128i b) +{ + int8x16_t tbl = vreinterpretq_s8_m128i(a); // input a + uint8x16_t idx = vreinterpretq_u8_m128i(b); // input b + uint8x16_t idx_masked = + vandq_u8(idx, vdupq_n_u8(0x8F)); // avoid using meaningless bits +#if defined(__aarch64__) + return vreinterpretq_m128i_s8(vqtbl1q_s8(tbl, idx_masked)); +#elif defined(__GNUC__) + int8x16_t ret; + // %e and %f represent the even and odd D registers + // respectively. + __asm__ __volatile__( + "vtbl.8 %e[ret], {%e[tbl], %f[tbl]}, %e[idx]\n" + "vtbl.8 %f[ret], {%e[tbl], %f[tbl]}, %f[idx]\n" + : [ret] "=&w"(ret) + : [tbl] "w"(tbl), [idx] "w"(idx_masked)); + return vreinterpretq_m128i_s8(ret); +#else + // use this line if testing on aarch64 + int8x8x2_t a_split = {vget_low_s8(tbl), vget_high_s8(tbl)}; + return vreinterpretq_m128i_s8( + vcombine_s8(vtbl2_s8(a_split, vget_low_u8(idx_masked)), + vtbl2_s8(a_split, vget_high_u8(idx_masked)))); +#endif +} + +// C equivalent: +// __m128i _mm_shuffle_epi32_default(__m128i a, +// __constrange(0, 255) int imm) { +// __m128i ret; +// ret[0] = a[imm & 0x3]; ret[1] = a[(imm >> 2) & 0x3]; +// ret[2] = a[(imm >> 4) & 0x03]; ret[3] = a[(imm >> 6) & 0x03]; +// return ret; +// } +#define _mm_shuffle_epi32_default(a, imm) \ + __extension__({ \ + int32x4_t ret; \ + ret = vmovq_n_s32( \ + vgetq_lane_s32(vreinterpretq_s32_m128i(a), (imm) & (0x3))); \ + ret = vsetq_lane_s32( \ + vgetq_lane_s32(vreinterpretq_s32_m128i(a), ((imm) >> 2) & 0x3), \ + ret, 1); \ + ret = vsetq_lane_s32( \ + vgetq_lane_s32(vreinterpretq_s32_m128i(a), ((imm) >> 4) & 0x3), \ + ret, 2); \ + ret = vsetq_lane_s32( \ + vgetq_lane_s32(vreinterpretq_s32_m128i(a), ((imm) >> 6) & 0x3), \ + ret, 3); \ + vreinterpretq_m128i_s32(ret); \ + }) + +// FORCE_INLINE __m128i _mm_shuffle_epi32_splat(__m128i a, __constrange(0,255) +// int imm) +#if defined(__aarch64__) +#define _mm_shuffle_epi32_splat(a, imm) \ + __extension__({ \ + vreinterpretq_m128i_s32( \ + vdupq_laneq_s32(vreinterpretq_s32_m128i(a), (imm))); \ + }) +#else +#define _mm_shuffle_epi32_splat(a, imm) \ + __extension__({ \ + vreinterpretq_m128i_s32( \ + vdupq_n_s32(vgetq_lane_s32(vreinterpretq_s32_m128i(a), (imm)))); \ + }) +#endif + +// Shuffles the 4 signed or unsigned 32-bit integers in a as specified by imm. +// https://msdn.microsoft.com/en-us/library/56f67xbk%28v=vs.90%29.aspx +// FORCE_INLINE __m128i _mm_shuffle_epi32(__m128i a, +// __constrange(0,255) int imm) +#if __has_builtin(__builtin_shufflevector) +#define _mm_shuffle_epi32(a, imm) \ + __extension__({ \ + int32x4_t _input = vreinterpretq_s32_m128i(a); \ + int32x4_t _shuf = __builtin_shufflevector( \ + _input, _input, (imm) & (0x3), ((imm) >> 2) & 0x3, \ + ((imm) >> 4) & 0x3, ((imm) >> 6) & 0x3); \ + vreinterpretq_m128i_s32(_shuf); \ + }) +#else // generic +#define _mm_shuffle_epi32(a, imm) \ + __extension__({ \ + __m128i ret; \ + switch (imm) { \ + case _MM_SHUFFLE(1, 0, 3, 2): \ + ret = _mm_shuffle_epi_1032((a)); \ + break; \ + case _MM_SHUFFLE(2, 3, 0, 1): \ + ret = _mm_shuffle_epi_2301((a)); \ + break; \ + case _MM_SHUFFLE(0, 3, 2, 1): \ + ret = _mm_shuffle_epi_0321((a)); \ + break; \ + case _MM_SHUFFLE(2, 1, 0, 3): \ + ret = _mm_shuffle_epi_2103((a)); \ + break; \ + case _MM_SHUFFLE(1, 0, 1, 0): \ + ret = _mm_shuffle_epi_1010((a)); \ + break; \ + case _MM_SHUFFLE(1, 0, 0, 1): \ + ret = _mm_shuffle_epi_1001((a)); \ + break; \ + case _MM_SHUFFLE(0, 1, 0, 1): \ + ret = _mm_shuffle_epi_0101((a)); \ + break; \ + case _MM_SHUFFLE(2, 2, 1, 1): \ + ret = _mm_shuffle_epi_2211((a)); \ + break; \ + case _MM_SHUFFLE(0, 1, 2, 2): \ + ret = _mm_shuffle_epi_0122((a)); \ + break; \ + case _MM_SHUFFLE(3, 3, 3, 2): \ + ret = _mm_shuffle_epi_3332((a)); \ + break; \ + case _MM_SHUFFLE(0, 0, 0, 0): \ + ret = _mm_shuffle_epi32_splat((a), 0); \ + break; \ + case _MM_SHUFFLE(1, 1, 1, 1): \ + ret = _mm_shuffle_epi32_splat((a), 1); \ + break; \ + case _MM_SHUFFLE(2, 2, 2, 2): \ + ret = _mm_shuffle_epi32_splat((a), 2); \ + break; \ + case _MM_SHUFFLE(3, 3, 3, 3): \ + ret = _mm_shuffle_epi32_splat((a), 3); \ + break; \ + default: \ + ret = _mm_shuffle_epi32_default((a), (imm)); \ + break; \ + } \ + ret; \ + }) +#endif + +// Shuffles the lower 4 signed or unsigned 16-bit integers in a as specified +// by imm. +// https://docs.microsoft.com/en-us/previous-versions/visualstudio/visual-studio-2010/y41dkk37(v=vs.100) +// FORCE_INLINE __m128i _mm_shufflelo_epi16_function(__m128i a, +// __constrange(0,255) int +// imm) +#define _mm_shufflelo_epi16_function(a, imm) \ + __extension__({ \ + int16x8_t ret = vreinterpretq_s16_m128i(a); \ + int16x4_t lowBits = vget_low_s16(ret); \ + ret = vsetq_lane_s16(vget_lane_s16(lowBits, (imm) & (0x3)), ret, 0); \ + ret = vsetq_lane_s16(vget_lane_s16(lowBits, ((imm) >> 2) & 0x3), ret, \ + 1); \ + ret = vsetq_lane_s16(vget_lane_s16(lowBits, ((imm) >> 4) & 0x3), ret, \ + 2); \ + ret = vsetq_lane_s16(vget_lane_s16(lowBits, ((imm) >> 6) & 0x3), ret, \ + 3); \ + vreinterpretq_m128i_s16(ret); \ + }) + +// FORCE_INLINE __m128i _mm_shufflelo_epi16(__m128i a, +// __constrange(0,255) int imm) +#if __has_builtin(__builtin_shufflevector) +#define _mm_shufflelo_epi16(a, imm) \ + __extension__({ \ + int16x8_t _input = vreinterpretq_s16_m128i(a); \ + int16x8_t _shuf = __builtin_shufflevector( \ + _input, _input, ((imm) & (0x3)), (((imm) >> 2) & 0x3), \ + (((imm) >> 4) & 0x3), (((imm) >> 6) & 0x3), 4, 5, 6, 7); \ + vreinterpretq_m128i_s16(_shuf); \ + }) +#else // generic +#define _mm_shufflelo_epi16(a, imm) _mm_shufflelo_epi16_function((a), (imm)) +#endif + +// Shuffles the upper 4 signed or unsigned 16-bit integers in a as specified +// by imm. +// https://msdn.microsoft.com/en-us/library/13ywktbs(v=vs.100).aspx +// FORCE_INLINE __m128i _mm_shufflehi_epi16_function(__m128i a, +// __constrange(0,255) int +// imm) +#define _mm_shufflehi_epi16_function(a, imm) \ + __extension__({ \ + int16x8_t ret = vreinterpretq_s16_m128i(a); \ + int16x4_t highBits = vget_high_s16(ret); \ + ret = vsetq_lane_s16(vget_lane_s16(highBits, (imm) & (0x3)), ret, 4); \ + ret = vsetq_lane_s16(vget_lane_s16(highBits, ((imm) >> 2) & 0x3), ret, \ + 5); \ + ret = vsetq_lane_s16(vget_lane_s16(highBits, ((imm) >> 4) & 0x3), ret, \ + 6); \ + ret = vsetq_lane_s16(vget_lane_s16(highBits, ((imm) >> 6) & 0x3), ret, \ + 7); \ + vreinterpretq_m128i_s16(ret); \ + }) + +// FORCE_INLINE __m128i _mm_shufflehi_epi16(__m128i a, +// __constrange(0,255) int imm) +#if __has_builtin(__builtin_shufflevector) +#define _mm_shufflehi_epi16(a, imm) \ + __extension__({ \ + int16x8_t _input = vreinterpretq_s16_m128i(a); \ + int16x8_t _shuf = __builtin_shufflevector( \ + _input, _input, 0, 1, 2, 3, ((imm) & (0x3)) + 4, \ + (((imm) >> 2) & 0x3) + 4, (((imm) >> 4) & 0x3) + 4, \ + (((imm) >> 6) & 0x3) + 4); \ + vreinterpretq_m128i_s16(_shuf); \ + }) +#else // generic +#define _mm_shufflehi_epi16(a, imm) _mm_shufflehi_epi16_function((a), (imm)) +#endif + +// Blend packed 16-bit integers from a and b using control mask imm8, and store +// the results in dst. +// +// FOR j := 0 to 7 +// i := j*16 +// IF imm8[j] +// dst[i+15:i] := b[i+15:i] +// ELSE +// dst[i+15:i] := a[i+15:i] +// FI +// ENDFOR +// FORCE_INLINE __m128i _mm_blend_epi16(__m128i a, __m128i b, +// __constrange(0,255) int imm) +#define _mm_blend_epi16(a, b, imm) \ + __extension__({ \ + const uint16_t _mask[8] = {((imm) & (1 << 0)) ? 0xFFFF : 0x0000, \ + ((imm) & (1 << 1)) ? 0xFFFF : 0x0000, \ + ((imm) & (1 << 2)) ? 0xFFFF : 0x0000, \ + ((imm) & (1 << 3)) ? 0xFFFF : 0x0000, \ + ((imm) & (1 << 4)) ? 0xFFFF : 0x0000, \ + ((imm) & (1 << 5)) ? 0xFFFF : 0x0000, \ + ((imm) & (1 << 6)) ? 0xFFFF : 0x0000, \ + ((imm) & (1 << 7)) ? 0xFFFF : 0x0000}; \ + uint16x8_t _mask_vec = vld1q_u16(_mask); \ + uint16x8_t _a = vreinterpretq_u16_m128i(a); \ + uint16x8_t _b = vreinterpretq_u16_m128i(b); \ + vreinterpretq_m128i_u16(vbslq_u16(_mask_vec, _b, _a)); \ + }) + +// Blend packed 8-bit integers from a and b using mask, and store the results in +// dst. +// +// FOR j := 0 to 15 +// i := j*8 +// IF mask[i+7] +// dst[i+7:i] := b[i+7:i] +// ELSE +// dst[i+7:i] := a[i+7:i] +// FI +// ENDFOR +FORCE_INLINE __m128i _mm_blendv_epi8(__m128i _a, __m128i _b, __m128i _mask) +{ + // Use a signed shift right to create a mask with the sign bit + uint8x16_t mask = + vreinterpretq_u8_s8(vshrq_n_s8(vreinterpretq_s8_m128i(_mask), 7)); + uint8x16_t a = vreinterpretq_u8_m128i(_a); + uint8x16_t b = vreinterpretq_u8_m128i(_b); + return vreinterpretq_m128i_u8(vbslq_u8(mask, b, a)); +} + +/* Shifts */ + + +// Shift packed 16-bit integers in a right by imm while shifting in sign +// bits, and store the results in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_srai_epi16 +FORCE_INLINE __m128i _mm_srai_epi16(__m128i a, int imm) +{ + const int count = (imm & ~15) ? 15 : imm; + return (__m128i) vshlq_s16((int16x8_t) a, vdupq_n_s16(-count)); +} + +// Shifts the 8 signed or unsigned 16-bit integers in a left by count bits while +// shifting in zeros. +// +// r0 := a0 << count +// r1 := a1 << count +// ... +// r7 := a7 << count +// +// https://msdn.microsoft.com/en-us/library/es73bcsy(v=vs.90).aspx +#define _mm_slli_epi16(a, imm) \ + __extension__({ \ + __m128i ret; \ + if ((imm) <= 0) { \ + ret = a; \ + } else if ((imm) > 15) { \ + ret = _mm_setzero_si128(); \ + } else { \ + ret = vreinterpretq_m128i_s16( \ + vshlq_n_s16(vreinterpretq_s16_m128i(a), (imm))); \ + } \ + ret; \ + }) + +// Shifts the 4 signed or unsigned 32-bit integers in a left by count bits while +// shifting in zeros. : +// https://msdn.microsoft.com/en-us/library/z2k3bbtb%28v=vs.90%29.aspx +// FORCE_INLINE __m128i _mm_slli_epi32(__m128i a, __constrange(0,255) int imm) +FORCE_INLINE __m128i _mm_slli_epi32(__m128i a, int imm) +{ + if (imm <= 0) /* TODO: add constant range macro: [0, 255] */ + return a; + if (imm > 31) /* TODO: add unlikely macro */ + return _mm_setzero_si128(); + return vreinterpretq_m128i_s32( + vshlq_s32(vreinterpretq_s32_m128i(a), vdupq_n_s32(imm))); +} + +// Shift packed 64-bit integers in a left by imm8 while shifting in zeros, and +// store the results in dst. +FORCE_INLINE __m128i _mm_slli_epi64(__m128i a, int imm) +{ + if (imm <= 0) /* TODO: add constant range macro: [0, 255] */ + return a; + if (imm > 63) /* TODO: add unlikely macro */ + return _mm_setzero_si128(); + return vreinterpretq_m128i_s64( + vshlq_s64(vreinterpretq_s64_m128i(a), vdupq_n_s64(imm))); +} + +// Shift packed 16-bit integers in a right by imm8 while shifting in zeros, and +// store the results in dst. +// +// FOR j := 0 to 7 +// i := j*16 +// IF imm8[7:0] > 15 +// dst[i+15:i] := 0 +// ELSE +// dst[i+15:i] := ZeroExtend16(a[i+15:i] >> imm8[7:0]) +// FI +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_srli_epi16 +#define _mm_srli_epi16(a, imm) \ + __extension__({ \ + __m128i ret; \ + if ((imm) == 0) { \ + ret = a; \ + } else if (0 < (imm) && (imm) < 16) { \ + ret = vreinterpretq_m128i_u16( \ + vshlq_u16(vreinterpretq_u16_m128i(a), vdupq_n_s16(-imm))); \ + } else { \ + ret = _mm_setzero_si128(); \ + } \ + ret; \ + }) + +// Shift packed 32-bit integers in a right by imm8 while shifting in zeros, and +// store the results in dst. +// +// FOR j := 0 to 3 +// i := j*32 +// IF imm8[7:0] > 31 +// dst[i+31:i] := 0 +// ELSE +// dst[i+31:i] := ZeroExtend32(a[i+31:i] >> imm8[7:0]) +// FI +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_srli_epi32 +// FORCE_INLINE __m128i _mm_srli_epi32(__m128i a, __constrange(0,255) int imm) +#define _mm_srli_epi32(a, imm) \ + __extension__({ \ + __m128i ret; \ + if ((imm) == 0) { \ + ret = a; \ + } else if (0 < (imm) && (imm) < 32) { \ + ret = vreinterpretq_m128i_u32( \ + vshlq_u32(vreinterpretq_u32_m128i(a), vdupq_n_s32(-imm))); \ + } else { \ + ret = _mm_setzero_si128(); \ + } \ + ret; \ + }) + +// Shift packed 64-bit integers in a right by imm8 while shifting in zeros, and +// store the results in dst. +// +// FOR j := 0 to 1 +// i := j*64 +// IF imm8[7:0] > 63 +// dst[i+63:i] := 0 +// ELSE +// dst[i+63:i] := ZeroExtend64(a[i+63:i] >> imm8[7:0]) +// FI +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_srli_epi64 +#define _mm_srli_epi64(a, imm) \ + __extension__({ \ + __m128i ret; \ + if ((imm) == 0) { \ + ret = a; \ + } else if (0 < (imm) && (imm) < 64) { \ + ret = vreinterpretq_m128i_u64( \ + vshlq_u64(vreinterpretq_u64_m128i(a), vdupq_n_s64(-imm))); \ + } else { \ + ret = _mm_setzero_si128(); \ + } \ + ret; \ + }) + +// Shift packed 32-bit integers in a right by imm8 while shifting in sign bits, +// and store the results in dst. +// +// FOR j := 0 to 3 +// i := j*32 +// IF imm8[7:0] > 31 +// dst[i+31:i] := (a[i+31] ? 0xFFFFFFFF : 0x0) +// ELSE +// dst[i+31:i] := SignExtend32(a[i+31:i] >> imm8[7:0]) +// FI +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_srai_epi32 +// FORCE_INLINE __m128i _mm_srai_epi32(__m128i a, __constrange(0,255) int imm) +#define _mm_srai_epi32(a, imm) \ + __extension__({ \ + __m128i ret; \ + if ((imm) == 0) { \ + ret = a; \ + } else if (0 < (imm) && (imm) < 32) { \ + ret = vreinterpretq_m128i_s32( \ + vshlq_s32(vreinterpretq_s32_m128i(a), vdupq_n_s32(-imm))); \ + } else { \ + ret = vreinterpretq_m128i_s32( \ + vshrq_n_s32(vreinterpretq_s32_m128i(a), 31)); \ + } \ + ret; \ + }) + +// Shifts the 128 - bit value in a right by imm bytes while shifting in +// zeros.imm must be an immediate. +// +// r := srl(a, imm*8) +// +// https://msdn.microsoft.com/en-us/library/305w28yz(v=vs.100).aspx +// FORCE_INLINE _mm_srli_si128(__m128i a, __constrange(0,255) int imm) +#define _mm_srli_si128(a, imm) \ + __extension__({ \ + __m128i ret; \ + if ((imm) <= 0) { \ + ret = a; \ + } else if ((imm) > 15) { \ + ret = _mm_setzero_si128(); \ + } else { \ + ret = vreinterpretq_m128i_s8( \ + vextq_s8(vreinterpretq_s8_m128i(a), vdupq_n_s8(0), (imm))); \ + } \ + ret; \ + }) + +// Shifts the 128-bit value in a left by imm bytes while shifting in zeros. imm +// must be an immediate. +// +// r := a << (imm * 8) +// +// https://msdn.microsoft.com/en-us/library/34d3k2kt(v=vs.100).aspx +// FORCE_INLINE __m128i _mm_slli_si128(__m128i a, __constrange(0,255) int imm) +#define _mm_slli_si128(a, imm) \ + __extension__({ \ + __m128i ret; \ + if ((imm) <= 0) { \ + ret = a; \ + } else if ((imm) > 15) { \ + ret = _mm_setzero_si128(); \ + } else { \ + ret = vreinterpretq_m128i_s8(vextq_s8( \ + vdupq_n_s8(0), vreinterpretq_s8_m128i(a), 16 - (imm))); \ + } \ + ret; \ + }) + +// Shifts the 8 signed or unsigned 16-bit integers in a left by count bits while +// shifting in zeros. +// +// r0 := a0 << count +// r1 := a1 << count +// ... +// r7 := a7 << count +// +// https://msdn.microsoft.com/en-us/library/c79w388h(v%3dvs.90).aspx +FORCE_INLINE __m128i _mm_sll_epi16(__m128i a, __m128i count) +{ + uint64_t c = vreinterpretq_nth_u64_m128i(count, 0); + if (c > 15) + return _mm_setzero_si128(); + + int16x8_t vc = vdupq_n_s16((int16_t) c); + return vreinterpretq_m128i_s16(vshlq_s16(vreinterpretq_s16_m128i(a), vc)); +} + +// Shifts the 4 signed or unsigned 32-bit integers in a left by count bits while +// shifting in zeros. +// +// r0 := a0 << count +// r1 := a1 << count +// r2 := a2 << count +// r3 := a3 << count +// +// https://msdn.microsoft.com/en-us/library/6fe5a6s9(v%3dvs.90).aspx +FORCE_INLINE __m128i _mm_sll_epi32(__m128i a, __m128i count) +{ + uint64_t c = vreinterpretq_nth_u64_m128i(count, 0); + if (c > 31) + return _mm_setzero_si128(); + + int32x4_t vc = vdupq_n_s32((int32_t) c); + return vreinterpretq_m128i_s32(vshlq_s32(vreinterpretq_s32_m128i(a), vc)); +} + +// Shifts the 2 signed or unsigned 64-bit integers in a left by count bits while +// shifting in zeros. +// +// r0 := a0 << count +// r1 := a1 << count +// +// https://msdn.microsoft.com/en-us/library/6ta9dffd(v%3dvs.90).aspx +FORCE_INLINE __m128i _mm_sll_epi64(__m128i a, __m128i count) +{ + uint64_t c = vreinterpretq_nth_u64_m128i(count, 0); + if (c > 63) + return _mm_setzero_si128(); + + int64x2_t vc = vdupq_n_s64((int64_t) c); + return vreinterpretq_m128i_s64(vshlq_s64(vreinterpretq_s64_m128i(a), vc)); +} + +// Shifts the 8 signed or unsigned 16-bit integers in a right by count bits +// while shifting in zeros. +// +// r0 := srl(a0, count) +// r1 := srl(a1, count) +// ... +// r7 := srl(a7, count) +// +// https://msdn.microsoft.com/en-us/library/wd5ax830(v%3dvs.90).aspx +FORCE_INLINE __m128i _mm_srl_epi16(__m128i a, __m128i count) +{ + uint64_t c = vreinterpretq_nth_u64_m128i(count, 0); + if (c > 15) + return _mm_setzero_si128(); + + int16x8_t vc = vdupq_n_s16(-(int16_t) c); + return vreinterpretq_m128i_u16(vshlq_u16(vreinterpretq_u16_m128i(a), vc)); +} + +// Shifts the 4 signed or unsigned 32-bit integers in a right by count bits +// while shifting in zeros. +// +// r0 := srl(a0, count) +// r1 := srl(a1, count) +// r2 := srl(a2, count) +// r3 := srl(a3, count) +// +// https://msdn.microsoft.com/en-us/library/a9cbttf4(v%3dvs.90).aspx +FORCE_INLINE __m128i _mm_srl_epi32(__m128i a, __m128i count) +{ + uint64_t c = vreinterpretq_nth_u64_m128i(count, 0); + if (c > 31) + return _mm_setzero_si128(); + + int32x4_t vc = vdupq_n_s32(-(int32_t) c); + return vreinterpretq_m128i_u32(vshlq_u32(vreinterpretq_u32_m128i(a), vc)); +} + +// Shifts the 2 signed or unsigned 64-bit integers in a right by count bits +// while shifting in zeros. +// +// r0 := srl(a0, count) +// r1 := srl(a1, count) +// +// https://msdn.microsoft.com/en-us/library/yf6cf9k8(v%3dvs.90).aspx +FORCE_INLINE __m128i _mm_srl_epi64(__m128i a, __m128i count) +{ + uint64_t c = vreinterpretq_nth_u64_m128i(count, 0); + if (c > 63) + return _mm_setzero_si128(); + + int64x2_t vc = vdupq_n_s64(-(int64_t) c); + return vreinterpretq_m128i_u64(vshlq_u64(vreinterpretq_u64_m128i(a), vc)); +} + +// NEON does not provide a version of this function. +// Creates a 16-bit mask from the most significant bits of the 16 signed or +// unsigned 8-bit integers in a and zero extends the upper bits. +// https://msdn.microsoft.com/en-us/library/vstudio/s090c8fk(v=vs.100).aspx +FORCE_INLINE int _mm_movemask_epi8(__m128i a) +{ +#if defined(__aarch64__) + uint8x16_t input = vreinterpretq_u8_m128i(a); + const int8_t ALIGN_STRUCT(16) + xr[16] = {-7, -6, -5, -4, -3, -2, -1, 0, -7, -6, -5, -4, -3, -2, -1, 0}; + const uint8x16_t mask_and = vdupq_n_u8(0x80); + const int8x16_t mask_shift = vld1q_s8(xr); + const uint8x16_t mask_result = + vshlq_u8(vandq_u8(input, mask_and), mask_shift); + uint8x8_t lo = vget_low_u8(mask_result); + uint8x8_t hi = vget_high_u8(mask_result); + + return vaddv_u8(lo) + (vaddv_u8(hi) << 8); +#else + // Use increasingly wide shifts+adds to collect the sign bits + // together. + // Since the widening shifts would be rather confusing to follow in little + // endian, everything will be illustrated in big endian order instead. This + // has a different result - the bits would actually be reversed on a big + // endian machine. + + // Starting input (only half the elements are shown): + // 89 ff 1d c0 00 10 99 33 + uint8x16_t input = vreinterpretq_u8_m128i(a); + + // Shift out everything but the sign bits with an unsigned shift right. + // + // Bytes of the vector:: + // 89 ff 1d c0 00 10 99 33 + // \ \ \ \ \ \ \ \ high_bits = (uint16x4_t)(input >> 7) + // | | | | | | | | + // 01 01 00 01 00 00 01 00 + // + // Bits of first important lane(s): + // 10001001 (89) + // \______ + // | + // 00000001 (01) + uint16x8_t high_bits = vreinterpretq_u16_u8(vshrq_n_u8(input, 7)); + + // Merge the even lanes together with a 16-bit unsigned shift right + add. + // 'xx' represents garbage data which will be ignored in the final result. + // In the important bytes, the add functions like a binary OR. + // + // 01 01 00 01 00 00 01 00 + // \_ | \_ | \_ | \_ | paired16 = (uint32x4_t)(input + (input >> 7)) + // \| \| \| \| + // xx 03 xx 01 xx 00 xx 02 + // + // 00000001 00000001 (01 01) + // \_______ | + // \| + // xxxxxxxx xxxxxx11 (xx 03) + uint32x4_t paired16 = + vreinterpretq_u32_u16(vsraq_n_u16(high_bits, high_bits, 7)); + + // Repeat with a wider 32-bit shift + add. + // xx 03 xx 01 xx 00 xx 02 + // \____ | \____ | paired32 = (uint64x1_t)(paired16 + (paired16 >> + // 14)) + // \| \| + // xx xx xx 0d xx xx xx 02 + // + // 00000011 00000001 (03 01) + // \\_____ || + // '----.\|| + // xxxxxxxx xxxx1101 (xx 0d) + uint64x2_t paired32 = + vreinterpretq_u64_u32(vsraq_n_u32(paired16, paired16, 14)); + + // Last, an even wider 64-bit shift + add to get our result in the low 8 bit + // lanes. xx xx xx 0d xx xx xx 02 + // \_________ | paired64 = (uint8x8_t)(paired32 + (paired32 >> + // 28)) + // \| + // xx xx xx xx xx xx xx d2 + // + // 00001101 00000010 (0d 02) + // \ \___ | | + // '---. \| | + // xxxxxxxx 11010010 (xx d2) + uint8x16_t paired64 = + vreinterpretq_u8_u64(vsraq_n_u64(paired32, paired32, 28)); + + // Extract the low 8 bits from each 64-bit lane with 2 8-bit extracts. + // xx xx xx xx xx xx xx d2 + // || return paired64[0] + // d2 + // Note: Little endian would return the correct value 4b (01001011) instead. + return vgetq_lane_u8(paired64, 0) | ((int) vgetq_lane_u8(paired64, 8) << 8); +#endif +} + +// Copy the lower 64-bit integer in a to dst. +// +// dst[63:0] := a[63:0] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_movepi64_pi64 +FORCE_INLINE __m64 _mm_movepi64_pi64(__m128i a) +{ + return vreinterpret_m64_s64(vget_low_s64(vreinterpretq_s64_m128i(a))); +} + +// Copy the 64-bit integer a to the lower element of dst, and zero the upper +// element. +// +// dst[63:0] := a[63:0] +// dst[127:64] := 0 +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_movpi64_epi64 +FORCE_INLINE __m128i _mm_movpi64_epi64(__m64 a) +{ + return vreinterpretq_m128i_s64( + vcombine_s64(vreinterpret_s64_m64(a), vdup_n_s64(0))); +} + +// NEON does not provide this method +// Creates a 4-bit mask from the most significant bits of the four +// single-precision, floating-point values. +// https://msdn.microsoft.com/en-us/library/vstudio/4490ys29(v=vs.100).aspx +FORCE_INLINE int _mm_movemask_ps(__m128 a) +{ + uint32x4_t input = vreinterpretq_u32_m128(a); +#if defined(__aarch64__) + static const int32x4_t shift = {0, 1, 2, 3}; + uint32x4_t tmp = vshrq_n_u32(input, 31); + return vaddvq_u32(vshlq_u32(tmp, shift)); +#else + // Uses the exact same method as _mm_movemask_epi8, see that for details. + // Shift out everything but the sign bits with a 32-bit unsigned shift + // right. + uint64x2_t high_bits = vreinterpretq_u64_u32(vshrq_n_u32(input, 31)); + // Merge the two pairs together with a 64-bit unsigned shift right + add. + uint8x16_t paired = + vreinterpretq_u8_u64(vsraq_n_u64(high_bits, high_bits, 31)); + // Extract the result. + return vgetq_lane_u8(paired, 0) | (vgetq_lane_u8(paired, 8) << 2); +#endif +} + +// Compute the bitwise NOT of a and then AND with a 128-bit vector containing +// all 1's, and return 1 if the result is zero, otherwise return 0. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_test_all_ones +FORCE_INLINE int _mm_test_all_ones(__m128i a) +{ + return (uint64_t)(vgetq_lane_s64(a, 0) & vgetq_lane_s64(a, 1)) == + ~(uint64_t) 0; +} + +// Compute the bitwise AND of 128 bits (representing integer data) in a and +// mask, and return 1 if the result is zero, otherwise return 0. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_test_all_zeros +FORCE_INLINE int _mm_test_all_zeros(__m128i a, __m128i mask) +{ + int64x2_t a_and_mask = + vandq_s64(vreinterpretq_s64_m128i(a), vreinterpretq_s64_m128i(mask)); + return (vgetq_lane_s64(a_and_mask, 0) | vgetq_lane_s64(a_and_mask, 1)) ? 0 + : 1; +} + +/* Math operations */ + +// Subtracts the four single-precision, floating-point values of a and b. +// +// r0 := a0 - b0 +// r1 := a1 - b1 +// r2 := a2 - b2 +// r3 := a3 - b3 +// +// https://msdn.microsoft.com/en-us/library/vstudio/1zad2k61(v=vs.100).aspx +FORCE_INLINE __m128 _mm_sub_ps(__m128 a, __m128 b) +{ + return vreinterpretq_m128_f32( + vsubq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(b))); +} + +// Subtract the lower single-precision (32-bit) floating-point element in b from +// the lower single-precision (32-bit) floating-point element in a, store the +// result in the lower element of dst, and copy the upper 3 packed elements from +// a to the upper elements of dst. +// +// dst[31:0] := a[31:0] - b[31:0] +// dst[127:32] := a[127:32] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_sub_ss +FORCE_INLINE __m128 _mm_sub_ss(__m128 a, __m128 b) +{ + return _mm_move_ss(a, _mm_sub_ps(a, b)); +} + +// Subtract 2 packed 64-bit integers in b from 2 packed 64-bit integers in a, +// and store the results in dst. +// r0 := a0 - b0 +// r1 := a1 - b1 +FORCE_INLINE __m128i _mm_sub_epi64(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s64( + vsubq_s64(vreinterpretq_s64_m128i(a), vreinterpretq_s64_m128i(b))); +} + +// Subtracts the 4 signed or unsigned 32-bit integers of b from the 4 signed or +// unsigned 32-bit integers of a. +// +// r0 := a0 - b0 +// r1 := a1 - b1 +// r2 := a2 - b2 +// r3 := a3 - b3 +// +// https://msdn.microsoft.com/en-us/library/vstudio/fhh866h0(v=vs.100).aspx +FORCE_INLINE __m128i _mm_sub_epi32(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s32( + vsubq_s32(vreinterpretq_s32_m128i(a), vreinterpretq_s32_m128i(b))); +} + +FORCE_INLINE __m128i _mm_sub_epi16(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s16( + vsubq_s16(vreinterpretq_s16_m128i(a), vreinterpretq_s16_m128i(b))); +} + +FORCE_INLINE __m128i _mm_sub_epi8(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s8( + vsubq_s8(vreinterpretq_s8_m128i(a), vreinterpretq_s8_m128i(b))); +} + +// Subtract 64-bit integer b from 64-bit integer a, and store the result in dst. +// +// dst[63:0] := a[63:0] - b[63:0] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_sub_si64 +FORCE_INLINE __m64 _mm_sub_si64(__m64 a, __m64 b) +{ + return vreinterpret_m64_s64( + vsub_s64(vreinterpret_s64_m64(a), vreinterpret_s64_m64(b))); +} + +// Subtracts the 8 unsigned 16-bit integers of bfrom the 8 unsigned 16-bit +// integers of a and saturates.. +// https://technet.microsoft.com/en-us/subscriptions/index/f44y0s19(v=vs.90).aspx +FORCE_INLINE __m128i _mm_subs_epu16(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_u16( + vqsubq_u16(vreinterpretq_u16_m128i(a), vreinterpretq_u16_m128i(b))); +} + +// Subtracts the 16 unsigned 8-bit integers of b from the 16 unsigned 8-bit +// integers of a and saturates. +// +// r0 := UnsignedSaturate(a0 - b0) +// r1 := UnsignedSaturate(a1 - b1) +// ... +// r15 := UnsignedSaturate(a15 - b15) +// +// https://technet.microsoft.com/en-us/subscriptions/yadkxc18(v=vs.90) +FORCE_INLINE __m128i _mm_subs_epu8(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_u8( + vqsubq_u8(vreinterpretq_u8_m128i(a), vreinterpretq_u8_m128i(b))); +} + +// Subtracts the 16 signed 8-bit integers of b from the 16 signed 8-bit integers +// of a and saturates. +// +// r0 := SignedSaturate(a0 - b0) +// r1 := SignedSaturate(a1 - b1) +// ... +// r15 := SignedSaturate(a15 - b15) +// +// https://technet.microsoft.com/en-us/subscriptions/by7kzks1(v=vs.90) +FORCE_INLINE __m128i _mm_subs_epi8(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s8( + vqsubq_s8(vreinterpretq_s8_m128i(a), vreinterpretq_s8_m128i(b))); +} + +// Subtracts the 8 signed 16-bit integers of b from the 8 signed 16-bit integers +// of a and saturates. +// +// r0 := SignedSaturate(a0 - b0) +// r1 := SignedSaturate(a1 - b1) +// ... +// r7 := SignedSaturate(a7 - b7) +// +// https://technet.microsoft.com/en-us/subscriptions/3247z5b8(v=vs.90) +FORCE_INLINE __m128i _mm_subs_epi16(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s16( + vqsubq_s16(vreinterpretq_s16_m128i(a), vreinterpretq_s16_m128i(b))); +} + +FORCE_INLINE __m128i _mm_adds_epu16(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_u16( + vqaddq_u16(vreinterpretq_u16_m128i(a), vreinterpretq_u16_m128i(b))); +} + +// Negate packed 8-bit integers in a when the corresponding signed +// 8-bit integer in b is negative, and store the results in dst. +// Element in dst are zeroed out when the corresponding element +// in b is zero. +// +// for i in 0..15 +// if b[i] < 0 +// r[i] := -a[i] +// else if b[i] == 0 +// r[i] := 0 +// else +// r[i] := a[i] +// fi +// done +FORCE_INLINE __m128i _mm_sign_epi8(__m128i _a, __m128i _b) +{ + int8x16_t a = vreinterpretq_s8_m128i(_a); + int8x16_t b = vreinterpretq_s8_m128i(_b); + + // signed shift right: faster than vclt + // (b < 0) ? 0xFF : 0 + uint8x16_t ltMask = vreinterpretq_u8_s8(vshrq_n_s8(b, 7)); + + // (b == 0) ? 0xFF : 0 +#if defined(__aarch64__) + int8x16_t zeroMask = vreinterpretq_s8_u8(vceqzq_s8(b)); +#else + int8x16_t zeroMask = vreinterpretq_s8_u8(vceqq_s8(b, vdupq_n_s8(0))); +#endif + + // bitwise select either a or nagative 'a' (vnegq_s8(a) return nagative 'a') + // based on ltMask + int8x16_t masked = vbslq_s8(ltMask, vnegq_s8(a), a); + // res = masked & (~zeroMask) + int8x16_t res = vbicq_s8(masked, zeroMask); + + return vreinterpretq_m128i_s8(res); +} + +// Negate packed 16-bit integers in a when the corresponding signed +// 16-bit integer in b is negative, and store the results in dst. +// Element in dst are zeroed out when the corresponding element +// in b is zero. +// +// for i in 0..7 +// if b[i] < 0 +// r[i] := -a[i] +// else if b[i] == 0 +// r[i] := 0 +// else +// r[i] := a[i] +// fi +// done +FORCE_INLINE __m128i _mm_sign_epi16(__m128i _a, __m128i _b) +{ + int16x8_t a = vreinterpretq_s16_m128i(_a); + int16x8_t b = vreinterpretq_s16_m128i(_b); + + // signed shift right: faster than vclt + // (b < 0) ? 0xFFFF : 0 + uint16x8_t ltMask = vreinterpretq_u16_s16(vshrq_n_s16(b, 15)); + // (b == 0) ? 0xFFFF : 0 +#if defined(__aarch64__) + int16x8_t zeroMask = vreinterpretq_s16_u16(vceqzq_s16(b)); +#else + int16x8_t zeroMask = vreinterpretq_s16_u16(vceqq_s16(b, vdupq_n_s16(0))); +#endif + + // bitwise select either a or negative 'a' (vnegq_s16(a) equals to negative + // 'a') based on ltMask + int16x8_t masked = vbslq_s16(ltMask, vnegq_s16(a), a); + // res = masked & (~zeroMask) + int16x8_t res = vbicq_s16(masked, zeroMask); + return vreinterpretq_m128i_s16(res); +} + +// Negate packed 32-bit integers in a when the corresponding signed +// 32-bit integer in b is negative, and store the results in dst. +// Element in dst are zeroed out when the corresponding element +// in b is zero. +// +// for i in 0..3 +// if b[i] < 0 +// r[i] := -a[i] +// else if b[i] == 0 +// r[i] := 0 +// else +// r[i] := a[i] +// fi +// done +FORCE_INLINE __m128i _mm_sign_epi32(__m128i _a, __m128i _b) +{ + int32x4_t a = vreinterpretq_s32_m128i(_a); + int32x4_t b = vreinterpretq_s32_m128i(_b); + + // signed shift right: faster than vclt + // (b < 0) ? 0xFFFFFFFF : 0 + uint32x4_t ltMask = vreinterpretq_u32_s32(vshrq_n_s32(b, 31)); + + // (b == 0) ? 0xFFFFFFFF : 0 +#if defined(__aarch64__) + int32x4_t zeroMask = vreinterpretq_s32_u32(vceqzq_s32(b)); +#else + int32x4_t zeroMask = vreinterpretq_s32_u32(vceqq_s32(b, vdupq_n_s32(0))); +#endif + + // bitwise select either a or negative 'a' (vnegq_s32(a) equals to negative + // 'a') based on ltMask + int32x4_t masked = vbslq_s32(ltMask, vnegq_s32(a), a); + // res = masked & (~zeroMask) + int32x4_t res = vbicq_s32(masked, zeroMask); + return vreinterpretq_m128i_s32(res); +} + +// Negate packed 16-bit integers in a when the corresponding signed 16-bit +// integer in b is negative, and store the results in dst. Element in dst are +// zeroed out when the corresponding element in b is zero. +// +// FOR j := 0 to 3 +// i := j*16 +// IF b[i+15:i] < 0 +// dst[i+15:i] := -(a[i+15:i]) +// ELSE IF b[i+15:i] == 0 +// dst[i+15:i] := 0 +// ELSE +// dst[i+15:i] := a[i+15:i] +// FI +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_sign_pi16 +FORCE_INLINE __m64 _mm_sign_pi16(__m64 _a, __m64 _b) +{ + int16x4_t a = vreinterpret_s16_m64(_a); + int16x4_t b = vreinterpret_s16_m64(_b); + + // signed shift right: faster than vclt + // (b < 0) ? 0xFFFF : 0 + uint16x4_t ltMask = vreinterpret_u16_s16(vshr_n_s16(b, 15)); + + // (b == 0) ? 0xFFFF : 0 +#if defined(__aarch64__) + int16x4_t zeroMask = vreinterpret_s16_u16(vceqz_s16(b)); +#else + int16x4_t zeroMask = vreinterpret_s16_u16(vceq_s16(b, vdup_n_s16(0))); +#endif + + // bitwise select either a or nagative 'a' (vneg_s16(a) return nagative 'a') + // based on ltMask + int16x4_t masked = vbsl_s16(ltMask, vneg_s16(a), a); + // res = masked & (~zeroMask) + int16x4_t res = vbic_s16(masked, zeroMask); + + return vreinterpret_m64_s16(res); +} + +// Negate packed 32-bit integers in a when the corresponding signed 32-bit +// integer in b is negative, and store the results in dst. Element in dst are +// zeroed out when the corresponding element in b is zero. +// +// FOR j := 0 to 1 +// i := j*32 +// IF b[i+31:i] < 0 +// dst[i+31:i] := -(a[i+31:i]) +// ELSE IF b[i+31:i] == 0 +// dst[i+31:i] := 0 +// ELSE +// dst[i+31:i] := a[i+31:i] +// FI +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_sign_pi32 +FORCE_INLINE __m64 _mm_sign_pi32(__m64 _a, __m64 _b) +{ + int32x2_t a = vreinterpret_s32_m64(_a); + int32x2_t b = vreinterpret_s32_m64(_b); + + // signed shift right: faster than vclt + // (b < 0) ? 0xFFFFFFFF : 0 + uint32x2_t ltMask = vreinterpret_u32_s32(vshr_n_s32(b, 31)); + + // (b == 0) ? 0xFFFFFFFF : 0 +#if defined(__aarch64__) + int32x2_t zeroMask = vreinterpret_s32_u32(vceqz_s32(b)); +#else + int32x2_t zeroMask = vreinterpret_s32_u32(vceq_s32(b, vdup_n_s32(0))); +#endif + + // bitwise select either a or nagative 'a' (vneg_s32(a) return nagative 'a') + // based on ltMask + int32x2_t masked = vbsl_s32(ltMask, vneg_s32(a), a); + // res = masked & (~zeroMask) + int32x2_t res = vbic_s32(masked, zeroMask); + + return vreinterpret_m64_s32(res); +} + +// Negate packed 8-bit integers in a when the corresponding signed 8-bit integer +// in b is negative, and store the results in dst. Element in dst are zeroed out +// when the corresponding element in b is zero. +// +// FOR j := 0 to 7 +// i := j*8 +// IF b[i+7:i] < 0 +// dst[i+7:i] := -(a[i+7:i]) +// ELSE IF b[i+7:i] == 0 +// dst[i+7:i] := 0 +// ELSE +// dst[i+7:i] := a[i+7:i] +// FI +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_sign_pi8 +FORCE_INLINE __m64 _mm_sign_pi8(__m64 _a, __m64 _b) +{ + int8x8_t a = vreinterpret_s8_m64(_a); + int8x8_t b = vreinterpret_s8_m64(_b); + + // signed shift right: faster than vclt + // (b < 0) ? 0xFF : 0 + uint8x8_t ltMask = vreinterpret_u8_s8(vshr_n_s8(b, 7)); + + // (b == 0) ? 0xFF : 0 +#if defined(__aarch64__) + int8x8_t zeroMask = vreinterpret_s8_u8(vceqz_s8(b)); +#else + int8x8_t zeroMask = vreinterpret_s8_u8(vceq_s8(b, vdup_n_s8(0))); +#endif + + // bitwise select either a or nagative 'a' (vneg_s8(a) return nagative 'a') + // based on ltMask + int8x8_t masked = vbsl_s8(ltMask, vneg_s8(a), a); + // res = masked & (~zeroMask) + int8x8_t res = vbic_s8(masked, zeroMask); + + return vreinterpret_m64_s8(res); +} + +// Average packed unsigned 16-bit integers in a and b, and store the results in +// dst. +// +// FOR j := 0 to 3 +// i := j*16 +// dst[i+15:i] := (a[i+15:i] + b[i+15:i] + 1) >> 1 +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_avg_pu16 +FORCE_INLINE __m64 _mm_avg_pu16(__m64 a, __m64 b) +{ + return vreinterpret_m64_u16( + vrhadd_u16(vreinterpret_u16_m64(a), vreinterpret_u16_m64(b))); +} + +// Average packed unsigned 8-bit integers in a and b, and store the results in +// dst. +// +// FOR j := 0 to 7 +// i := j*8 +// dst[i+7:i] := (a[i+7:i] + b[i+7:i] + 1) >> 1 +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_avg_pu8 +FORCE_INLINE __m64 _mm_avg_pu8(__m64 a, __m64 b) +{ + return vreinterpret_m64_u8( + vrhadd_u8(vreinterpret_u8_m64(a), vreinterpret_u8_m64(b))); +} + +// Average packed unsigned 8-bit integers in a and b, and store the results in +// dst. +// +// FOR j := 0 to 7 +// i := j*8 +// dst[i+7:i] := (a[i+7:i] + b[i+7:i] + 1) >> 1 +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_m_pavgb +#define _m_pavgb(a, b) _mm_avg_pu8(a, b) + +// Average packed unsigned 16-bit integers in a and b, and store the results in +// dst. +// +// FOR j := 0 to 3 +// i := j*16 +// dst[i+15:i] := (a[i+15:i] + b[i+15:i] + 1) >> 1 +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_m_pavgw +#define _m_pavgw(a, b) _mm_avg_pu16(a, b) + +// Computes the average of the 16 unsigned 8-bit integers in a and the 16 +// unsigned 8-bit integers in b and rounds. +// +// r0 := (a0 + b0) / 2 +// r1 := (a1 + b1) / 2 +// ... +// r15 := (a15 + b15) / 2 +// +// https://msdn.microsoft.com/en-us/library/vstudio/8zwh554a(v%3dvs.90).aspx +FORCE_INLINE __m128i _mm_avg_epu8(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_u8( + vrhaddq_u8(vreinterpretq_u8_m128i(a), vreinterpretq_u8_m128i(b))); +} + +// Computes the average of the 8 unsigned 16-bit integers in a and the 8 +// unsigned 16-bit integers in b and rounds. +// +// r0 := (a0 + b0) / 2 +// r1 := (a1 + b1) / 2 +// ... +// r7 := (a7 + b7) / 2 +// +// https://msdn.microsoft.com/en-us/library/vstudio/y13ca3c8(v=vs.90).aspx +FORCE_INLINE __m128i _mm_avg_epu16(__m128i a, __m128i b) +{ + return (__m128i) vrhaddq_u16(vreinterpretq_u16_m128i(a), + vreinterpretq_u16_m128i(b)); +} + +// Adds the four single-precision, floating-point values of a and b. +// +// r0 := a0 + b0 +// r1 := a1 + b1 +// r2 := a2 + b2 +// r3 := a3 + b3 +// +// https://msdn.microsoft.com/en-us/library/vstudio/c9848chc(v=vs.100).aspx +FORCE_INLINE __m128 _mm_add_ps(__m128 a, __m128 b) +{ + return vreinterpretq_m128_f32( + vaddq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(b))); +} + +// Add packed double-precision (64-bit) floating-point elements in a and b, and +// store the results in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_add_pd +FORCE_INLINE __m128d _mm_add_pd(__m128d a, __m128d b) +{ +#if defined(__aarch64__) + return vreinterpretq_m128d_f64( + vaddq_f64(vreinterpretq_f64_m128d(a), vreinterpretq_f64_m128d(b))); +#else + double *da = (double *) &a; + double *db = (double *) &b; + double c[2]; + c[0] = da[0] + db[0]; + c[1] = da[1] + db[1]; + return vld1q_f32((float32_t *) c); +#endif +} + +// Add 64-bit integers a and b, and store the result in dst. +// +// dst[63:0] := a[63:0] + b[63:0] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_add_si64 +FORCE_INLINE __m64 _mm_add_si64(__m64 a, __m64 b) +{ + return vreinterpret_m64_s64( + vadd_s64(vreinterpret_s64_m64(a), vreinterpret_s64_m64(b))); +} + +// adds the scalar single-precision floating point values of a and b. +// https://msdn.microsoft.com/en-us/library/be94x2y6(v=vs.100).aspx +FORCE_INLINE __m128 _mm_add_ss(__m128 a, __m128 b) +{ + float32_t b0 = vgetq_lane_f32(vreinterpretq_f32_m128(b), 0); + float32x4_t value = vsetq_lane_f32(b0, vdupq_n_f32(0), 0); + // the upper values in the result must be the remnants of . + return vreinterpretq_m128_f32(vaddq_f32(a, value)); +} + +// Adds the 4 signed or unsigned 64-bit integers in a to the 4 signed or +// unsigned 32-bit integers in b. +// https://msdn.microsoft.com/en-us/library/vstudio/09xs4fkk(v=vs.100).aspx +FORCE_INLINE __m128i _mm_add_epi64(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s64( + vaddq_s64(vreinterpretq_s64_m128i(a), vreinterpretq_s64_m128i(b))); +} + +// Adds the 4 signed or unsigned 32-bit integers in a to the 4 signed or +// unsigned 32-bit integers in b. +// +// r0 := a0 + b0 +// r1 := a1 + b1 +// r2 := a2 + b2 +// r3 := a3 + b3 +// +// https://msdn.microsoft.com/en-us/library/vstudio/09xs4fkk(v=vs.100).aspx +FORCE_INLINE __m128i _mm_add_epi32(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s32( + vaddq_s32(vreinterpretq_s32_m128i(a), vreinterpretq_s32_m128i(b))); +} + +// Adds the 8 signed or unsigned 16-bit integers in a to the 8 signed or +// unsigned 16-bit integers in b. +// https://msdn.microsoft.com/en-us/library/fceha5k4(v=vs.100).aspx +FORCE_INLINE __m128i _mm_add_epi16(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s16( + vaddq_s16(vreinterpretq_s16_m128i(a), vreinterpretq_s16_m128i(b))); +} + +// Adds the 16 signed or unsigned 8-bit integers in a to the 16 signed or +// unsigned 8-bit integers in b. +// https://technet.microsoft.com/en-us/subscriptions/yc7tcyzs(v=vs.90) +FORCE_INLINE __m128i _mm_add_epi8(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s8( + vaddq_s8(vreinterpretq_s8_m128i(a), vreinterpretq_s8_m128i(b))); +} + +// Adds the 8 signed 16-bit integers in a to the 8 signed 16-bit integers in b +// and saturates. +// +// r0 := SignedSaturate(a0 + b0) +// r1 := SignedSaturate(a1 + b1) +// ... +// r7 := SignedSaturate(a7 + b7) +// +// https://msdn.microsoft.com/en-us/library/1a306ef8(v=vs.100).aspx +FORCE_INLINE __m128i _mm_adds_epi16(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s16( + vqaddq_s16(vreinterpretq_s16_m128i(a), vreinterpretq_s16_m128i(b))); +} + +// Add packed signed 8-bit integers in a and b using saturation, and store the +// results in dst. +// +// FOR j := 0 to 15 +// i := j*8 +// dst[i+7:i] := Saturate8( a[i+7:i] + b[i+7:i] ) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_adds_epi8 +FORCE_INLINE __m128i _mm_adds_epi8(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s8( + vqaddq_s8(vreinterpretq_s8_m128i(a), vreinterpretq_s8_m128i(b))); +} + +// Adds the 16 unsigned 8-bit integers in a to the 16 unsigned 8-bit integers in +// b and saturates.. +// https://msdn.microsoft.com/en-us/library/9hahyddy(v=vs.100).aspx +FORCE_INLINE __m128i _mm_adds_epu8(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_u8( + vqaddq_u8(vreinterpretq_u8_m128i(a), vreinterpretq_u8_m128i(b))); +} + +// Multiplies the 8 signed or unsigned 16-bit integers from a by the 8 signed or +// unsigned 16-bit integers from b. +// +// r0 := (a0 * b0)[15:0] +// r1 := (a1 * b1)[15:0] +// ... +// r7 := (a7 * b7)[15:0] +// +// https://msdn.microsoft.com/en-us/library/vstudio/9ks1472s(v=vs.100).aspx +FORCE_INLINE __m128i _mm_mullo_epi16(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s16( + vmulq_s16(vreinterpretq_s16_m128i(a), vreinterpretq_s16_m128i(b))); +} + +// Multiplies the 4 signed or unsigned 32-bit integers from a by the 4 signed or +// unsigned 32-bit integers from b. +// https://msdn.microsoft.com/en-us/library/vstudio/bb531409(v=vs.100).aspx +FORCE_INLINE __m128i _mm_mullo_epi32(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s32( + vmulq_s32(vreinterpretq_s32_m128i(a), vreinterpretq_s32_m128i(b))); +} + +// Multiply the packed unsigned 16-bit integers in a and b, producing +// intermediate 32-bit integers, and store the high 16 bits of the intermediate +// integers in dst. +// +// FOR j := 0 to 3 +// i := j*16 +// tmp[31:0] := a[i+15:i] * b[i+15:i] +// dst[i+15:i] := tmp[31:16] +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_m_pmulhuw +#define _m_pmulhuw(a, b) _mm_mulhi_pu16(a, b) + +// Multiplies the four single-precision, floating-point values of a and b. +// +// r0 := a0 * b0 +// r1 := a1 * b1 +// r2 := a2 * b2 +// r3 := a3 * b3 +// +// https://msdn.microsoft.com/en-us/library/vstudio/22kbk6t9(v=vs.100).aspx +FORCE_INLINE __m128 _mm_mul_ps(__m128 a, __m128 b) +{ + return vreinterpretq_m128_f32( + vmulq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(b))); +} + +// Multiply packed double-precision (64-bit) floating-point elements in a and b, +// and store the results in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_mul_pd +FORCE_INLINE __m128d _mm_mul_pd(__m128d a, __m128d b) +{ +#if defined(__aarch64__) + return vreinterpretq_m128d_f64( + vmulq_f64(vreinterpretq_f64_m128d(a), vreinterpretq_f64_m128d(b))); +#else + double *da = (double *) &a; + double *db = (double *) &b; + double c[2]; + c[0] = da[0] * db[0]; + c[1] = da[1] * db[1]; + return vld1q_f32((float32_t *) c); +#endif +} + +// Multiply the lower single-precision (32-bit) floating-point element in a and +// b, store the result in the lower element of dst, and copy the upper 3 packed +// elements from a to the upper elements of dst. +// +// dst[31:0] := a[31:0] * b[31:0] +// dst[127:32] := a[127:32] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_mul_ss +FORCE_INLINE __m128 _mm_mul_ss(__m128 a, __m128 b) +{ + return _mm_move_ss(a, _mm_mul_ps(a, b)); +} + +// Multiply the low unsigned 32-bit integers from each packed 64-bit element in +// a and b, and store the unsigned 64-bit results in dst. +// +// r0 := (a0 & 0xFFFFFFFF) * (b0 & 0xFFFFFFFF) +// r1 := (a2 & 0xFFFFFFFF) * (b2 & 0xFFFFFFFF) +FORCE_INLINE __m128i _mm_mul_epu32(__m128i a, __m128i b) +{ + // vmull_u32 upcasts instead of masking, so we downcast. + uint32x2_t a_lo = vmovn_u64(vreinterpretq_u64_m128i(a)); + uint32x2_t b_lo = vmovn_u64(vreinterpretq_u64_m128i(b)); + return vreinterpretq_m128i_u64(vmull_u32(a_lo, b_lo)); +} + +// Multiply the low unsigned 32-bit integers from a and b, and store the +// unsigned 64-bit result in dst. +// +// dst[63:0] := a[31:0] * b[31:0] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_mul_su32 +FORCE_INLINE __m64 _mm_mul_su32(__m64 a, __m64 b) +{ + return vreinterpret_m64_u64(vget_low_u64( + vmull_u32(vreinterpret_u32_m64(a), vreinterpret_u32_m64(b)))); +} + +// Multiply the low signed 32-bit integers from each packed 64-bit element in +// a and b, and store the signed 64-bit results in dst. +// +// r0 := (int64_t)(int32_t)a0 * (int64_t)(int32_t)b0 +// r1 := (int64_t)(int32_t)a2 * (int64_t)(int32_t)b2 +FORCE_INLINE __m128i _mm_mul_epi32(__m128i a, __m128i b) +{ + // vmull_s32 upcasts instead of masking, so we downcast. + int32x2_t a_lo = vmovn_s64(vreinterpretq_s64_m128i(a)); + int32x2_t b_lo = vmovn_s64(vreinterpretq_s64_m128i(b)); + return vreinterpretq_m128i_s64(vmull_s32(a_lo, b_lo)); +} + +// Multiplies the 8 signed 16-bit integers from a by the 8 signed 16-bit +// integers from b. +// +// r0 := (a0 * b0) + (a1 * b1) +// r1 := (a2 * b2) + (a3 * b3) +// r2 := (a4 * b4) + (a5 * b5) +// r3 := (a6 * b6) + (a7 * b7) +// https://msdn.microsoft.com/en-us/library/yht36sa6(v=vs.90).aspx +FORCE_INLINE __m128i _mm_madd_epi16(__m128i a, __m128i b) +{ + int32x4_t low = vmull_s16(vget_low_s16(vreinterpretq_s16_m128i(a)), + vget_low_s16(vreinterpretq_s16_m128i(b))); + int32x4_t high = vmull_s16(vget_high_s16(vreinterpretq_s16_m128i(a)), + vget_high_s16(vreinterpretq_s16_m128i(b))); + + int32x2_t low_sum = vpadd_s32(vget_low_s32(low), vget_high_s32(low)); + int32x2_t high_sum = vpadd_s32(vget_low_s32(high), vget_high_s32(high)); + + return vreinterpretq_m128i_s32(vcombine_s32(low_sum, high_sum)); +} + +// Multiply packed signed 16-bit integers in a and b, producing intermediate +// signed 32-bit integers. Shift right by 15 bits while rounding up, and store +// the packed 16-bit integers in dst. +// +// r0 := Round(((int32_t)a0 * (int32_t)b0) >> 15) +// r1 := Round(((int32_t)a1 * (int32_t)b1) >> 15) +// r2 := Round(((int32_t)a2 * (int32_t)b2) >> 15) +// ... +// r7 := Round(((int32_t)a7 * (int32_t)b7) >> 15) +FORCE_INLINE __m128i _mm_mulhrs_epi16(__m128i a, __m128i b) +{ + // Has issues due to saturation + // return vreinterpretq_m128i_s16(vqrdmulhq_s16(a, b)); + + // Multiply + int32x4_t mul_lo = vmull_s16(vget_low_s16(vreinterpretq_s16_m128i(a)), + vget_low_s16(vreinterpretq_s16_m128i(b))); + int32x4_t mul_hi = vmull_s16(vget_high_s16(vreinterpretq_s16_m128i(a)), + vget_high_s16(vreinterpretq_s16_m128i(b))); + + // Rounding narrowing shift right + // narrow = (int16_t)((mul + 16384) >> 15); + int16x4_t narrow_lo = vrshrn_n_s32(mul_lo, 15); + int16x4_t narrow_hi = vrshrn_n_s32(mul_hi, 15); + + // Join together + return vreinterpretq_m128i_s16(vcombine_s16(narrow_lo, narrow_hi)); +} + +// Vertically multiply each unsigned 8-bit integer from a with the corresponding +// signed 8-bit integer from b, producing intermediate signed 16-bit integers. +// Horizontally add adjacent pairs of intermediate signed 16-bit integers, +// and pack the saturated results in dst. +// +// FOR j := 0 to 7 +// i := j*16 +// dst[i+15:i] := Saturate_To_Int16( a[i+15:i+8]*b[i+15:i+8] + +// a[i+7:i]*b[i+7:i] ) +// ENDFOR +FORCE_INLINE __m128i _mm_maddubs_epi16(__m128i _a, __m128i _b) +{ +#if defined(__aarch64__) + uint8x16_t a = vreinterpretq_u8_m128i(_a); + int8x16_t b = vreinterpretq_s8_m128i(_b); + int16x8_t tl = vmulq_s16(vreinterpretq_s16_u16(vmovl_u8(vget_low_u8(a))), + vmovl_s8(vget_low_s8(b))); + int16x8_t th = vmulq_s16(vreinterpretq_s16_u16(vmovl_u8(vget_high_u8(a))), + vmovl_s8(vget_high_s8(b))); + return vreinterpretq_m128i_s16( + vqaddq_s16(vuzp1q_s16(tl, th), vuzp2q_s16(tl, th))); +#else + // This would be much simpler if x86 would choose to zero extend OR sign + // extend, not both. This could probably be optimized better. + uint16x8_t a = vreinterpretq_u16_m128i(_a); + int16x8_t b = vreinterpretq_s16_m128i(_b); + + // Zero extend a + int16x8_t a_odd = vreinterpretq_s16_u16(vshrq_n_u16(a, 8)); + int16x8_t a_even = vreinterpretq_s16_u16(vbicq_u16(a, vdupq_n_u16(0xff00))); + + // Sign extend by shifting left then shifting right. + int16x8_t b_even = vshrq_n_s16(vshlq_n_s16(b, 8), 8); + int16x8_t b_odd = vshrq_n_s16(b, 8); + + // multiply + int16x8_t prod1 = vmulq_s16(a_even, b_even); + int16x8_t prod2 = vmulq_s16(a_odd, b_odd); + + // saturated add + return vreinterpretq_m128i_s16(vqaddq_s16(prod1, prod2)); +#endif +} + +// Computes the fused multiple add product of 32-bit floating point numbers. +// +// Return Value +// Multiplies A and B, and adds C to the temporary result before returning it. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_fmadd +FORCE_INLINE __m128 _mm_fmadd_ps(__m128 a, __m128 b, __m128 c) +{ +#if defined(__aarch64__) + return vreinterpretq_m128_f32(vfmaq_f32(vreinterpretq_f32_m128(c), + vreinterpretq_f32_m128(b), + vreinterpretq_f32_m128(a))); +#else + return _mm_add_ps(_mm_mul_ps(a, b), c); +#endif +} + +// Alternatively add and subtract packed single-precision (32-bit) +// floating-point elements in a to/from packed elements in b, and store the +// results in dst. +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=addsub_ps +FORCE_INLINE __m128 _mm_addsub_ps(__m128 a, __m128 b) +{ + __m128 mask = {-1.0f, 1.0f, -1.0f, 1.0f}; + return _mm_fmadd_ps(b, mask, a); +} + +// Compute the absolute differences of packed unsigned 8-bit integers in a and +// b, then horizontally sum each consecutive 8 differences to produce two +// unsigned 16-bit integers, and pack these unsigned 16-bit integers in the low +// 16 bits of 64-bit elements in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_sad_epu8 +FORCE_INLINE __m128i _mm_sad_epu8(__m128i a, __m128i b) +{ + uint16x8_t t = vpaddlq_u8(vabdq_u8((uint8x16_t) a, (uint8x16_t) b)); + uint16_t r0 = t[0] + t[1] + t[2] + t[3]; + uint16_t r4 = t[4] + t[5] + t[6] + t[7]; + uint16x8_t r = vsetq_lane_u16(r0, vdupq_n_u16(0), 0); + return (__m128i) vsetq_lane_u16(r4, r, 4); +} + +// Compute the absolute differences of packed unsigned 8-bit integers in a and +// b, then horizontally sum each consecutive 8 differences to produce four +// unsigned 16-bit integers, and pack these unsigned 16-bit integers in the low +// 16 bits of dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_sad_pu8 +FORCE_INLINE __m64 _mm_sad_pu8(__m64 a, __m64 b) +{ + uint16x4_t t = + vpaddl_u8(vabd_u8(vreinterpret_u8_m64(a), vreinterpret_u8_m64(b))); + uint16_t r0 = t[0] + t[1] + t[2] + t[3]; + return vreinterpret_m64_u16(vset_lane_u16(r0, vdup_n_u16(0), 0)); +} + +// Compute the absolute differences of packed unsigned 8-bit integers in a and +// b, then horizontally sum each consecutive 8 differences to produce four +// unsigned 16-bit integers, and pack these unsigned 16-bit integers in the low +// 16 bits of dst. +// +// FOR j := 0 to 7 +// i := j*8 +// tmp[i+7:i] := ABS(a[i+7:i] - b[i+7:i]) +// ENDFOR +// dst[15:0] := tmp[7:0] + tmp[15:8] + tmp[23:16] + tmp[31:24] + tmp[39:32] + +// tmp[47:40] + tmp[55:48] + tmp[63:56] dst[63:16] := 0 +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_m_psadbw +#define _m_psadbw(a, b) _mm_sad_pu8(a, b) + +// Divides the four single-precision, floating-point values of a and b. +// +// r0 := a0 / b0 +// r1 := a1 / b1 +// r2 := a2 / b2 +// r3 := a3 / b3 +// +// https://msdn.microsoft.com/en-us/library/edaw8147(v=vs.100).aspx +FORCE_INLINE __m128 _mm_div_ps(__m128 a, __m128 b) +{ +#if defined(__aarch64__) + return vreinterpretq_m128_f32( + vdivq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(b))); +#else + float32x4_t recip0 = vrecpeq_f32(vreinterpretq_f32_m128(b)); + float32x4_t recip1 = + vmulq_f32(recip0, vrecpsq_f32(recip0, vreinterpretq_f32_m128(b))); + return vreinterpretq_m128_f32(vmulq_f32(vreinterpretq_f32_m128(a), recip1)); +#endif +} + +// Divides the scalar single-precision floating point value of a by b. +// https://msdn.microsoft.com/en-us/library/4y73xa49(v=vs.100).aspx +FORCE_INLINE __m128 _mm_div_ss(__m128 a, __m128 b) +{ + float32_t value = + vgetq_lane_f32(vreinterpretq_f32_m128(_mm_div_ps(a, b)), 0); + return vreinterpretq_m128_f32( + vsetq_lane_f32(value, vreinterpretq_f32_m128(a), 0)); +} + +// Compute the approximate reciprocal of packed single-precision (32-bit) +// floating-point elements in a, and store the results in dst. The maximum +// relative error for this approximation is less than 1.5*2^-12. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_rcp_ps +FORCE_INLINE __m128 _mm_rcp_ps(__m128 in) +{ +#if defined(__aarch64__) + return vreinterpretq_m128_f32( + vdivq_f32(vdupq_n_f32(1.0f), vreinterpretq_f32_m128(in))); +#else + float32x4_t recip = vrecpeq_f32(vreinterpretq_f32_m128(in)); + recip = vmulq_f32(recip, vrecpsq_f32(recip, vreinterpretq_f32_m128(in))); + return vreinterpretq_m128_f32(recip); +#endif +} + +// Compute the approximate reciprocal of the lower single-precision (32-bit) +// floating-point element in a, store the result in the lower element of dst, +// and copy the upper 3 packed elements from a to the upper elements of dst. The +// maximum relative error for this approximation is less than 1.5*2^-12. +// +// dst[31:0] := (1.0 / a[31:0]) +// dst[127:32] := a[127:32] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_rcp_ss +FORCE_INLINE __m128 _mm_rcp_ss(__m128 a) +{ + return _mm_move_ss(a, _mm_rcp_ps(a)); +} + +// Computes the approximations of square roots of the four single-precision, +// floating-point values of a. First computes reciprocal square roots and then +// reciprocals of the four values. +// +// r0 := sqrt(a0) +// r1 := sqrt(a1) +// r2 := sqrt(a2) +// r3 := sqrt(a3) +// +// https://msdn.microsoft.com/en-us/library/vstudio/8z67bwwk(v=vs.100).aspx +FORCE_INLINE __m128 _mm_sqrt_ps(__m128 in) +{ +#if defined(__aarch64__) + return vreinterpretq_m128_f32(vsqrtq_f32(vreinterpretq_f32_m128(in))); +#else + float32x4_t recipsq = vrsqrteq_f32(vreinterpretq_f32_m128(in)); + float32x4_t sq = vrecpeq_f32(recipsq); + // ??? use step versions of both sqrt and recip for better accuracy? + return vreinterpretq_m128_f32(sq); +#endif +} + +// Computes the approximation of the square root of the scalar single-precision +// floating point value of in. +// https://msdn.microsoft.com/en-us/library/ahfsc22d(v=vs.100).aspx +FORCE_INLINE __m128 _mm_sqrt_ss(__m128 in) +{ + float32_t value = + vgetq_lane_f32(vreinterpretq_f32_m128(_mm_sqrt_ps(in)), 0); + return vreinterpretq_m128_f32( + vsetq_lane_f32(value, vreinterpretq_f32_m128(in), 0)); +} + +// Computes the approximations of the reciprocal square roots of the four +// single-precision floating point values of in. +// https://msdn.microsoft.com/en-us/library/22hfsh53(v=vs.100).aspx +FORCE_INLINE __m128 _mm_rsqrt_ps(__m128 in) +{ + return vreinterpretq_m128_f32(vrsqrteq_f32(vreinterpretq_f32_m128(in))); +} + +// Compute the approximate reciprocal square root of the lower single-precision +// (32-bit) floating-point element in a, store the result in the lower element +// of dst, and copy the upper 3 packed elements from a to the upper elements of +// dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_rsqrt_ss +FORCE_INLINE __m128 _mm_rsqrt_ss(__m128 in) +{ + return vsetq_lane_f32(vgetq_lane_f32(_mm_rsqrt_ps(in), 0), in, 0); +} + +// Compare packed signed 16-bit integers in a and b, and store packed maximum +// values in dst. +// +// FOR j := 0 to 3 +// i := j*16 +// dst[i+15:i] := MAX(a[i+15:i], b[i+15:i]) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_max_pi16 +FORCE_INLINE __m64 _mm_max_pi16(__m64 a, __m64 b) +{ + return vreinterpret_m64_s16( + vmax_s16(vreinterpret_s16_m64(a), vreinterpret_s16_m64(b))); +} + +// Compare packed signed 16-bit integers in a and b, and store packed maximum +// values in dst. +// +// FOR j := 0 to 3 +// i := j*16 +// dst[i+15:i] := MAX(a[i+15:i], b[i+15:i]) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_max_pi16 +#define _m_pmaxsw(a, b) _mm_max_pi16(a, b) + +// Computes the maximums of the four single-precision, floating-point values of +// a and b. +// https://msdn.microsoft.com/en-us/library/vstudio/ff5d607a(v=vs.100).aspx +FORCE_INLINE __m128 _mm_max_ps(__m128 a, __m128 b) +{ +#if SSE2NEON_PRECISE_MINMAX + float32x4_t _a = vreinterpretq_f32_m128(a); + float32x4_t _b = vreinterpretq_f32_m128(b); + return vbslq_f32(vcltq_f32(_b, _a), _a, _b); +#else + return vreinterpretq_m128_f32( + vmaxq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(b))); +#endif +} + +// Compare packed unsigned 8-bit integers in a and b, and store packed maximum +// values in dst. +// +// FOR j := 0 to 7 +// i := j*8 +// dst[i+7:i] := MAX(a[i+7:i], b[i+7:i]) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_max_pu8 +FORCE_INLINE __m64 _mm_max_pu8(__m64 a, __m64 b) +{ + return vreinterpret_m64_u8( + vmax_u8(vreinterpret_u8_m64(a), vreinterpret_u8_m64(b))); +} + +// Compare packed unsigned 8-bit integers in a and b, and store packed maximum +// values in dst. +// +// FOR j := 0 to 7 +// i := j*8 +// dst[i+7:i] := MAX(a[i+7:i], b[i+7:i]) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_max_pu8 +#define _m_pmaxub(a, b) _mm_max_pu8(a, b) + +// Compare packed signed 16-bit integers in a and b, and store packed minimum +// values in dst. +// +// FOR j := 0 to 3 +// i := j*16 +// dst[i+15:i] := MIN(a[i+15:i], b[i+15:i]) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_min_pi16 +FORCE_INLINE __m64 _mm_min_pi16(__m64 a, __m64 b) +{ + return vreinterpret_m64_s16( + vmin_s16(vreinterpret_s16_m64(a), vreinterpret_s16_m64(b))); +} + +// Compare packed signed 16-bit integers in a and b, and store packed minimum +// values in dst. +// +// FOR j := 0 to 3 +// i := j*16 +// dst[i+15:i] := MIN(a[i+15:i], b[i+15:i]) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_min_pi16 +#define _m_pminsw(a, b) _mm_min_pi16(a, b) + +// Computes the minima of the four single-precision, floating-point values of a +// and b. +// https://msdn.microsoft.com/en-us/library/vstudio/wh13kadz(v=vs.100).aspx +FORCE_INLINE __m128 _mm_min_ps(__m128 a, __m128 b) +{ +#if SSE2NEON_PRECISE_MINMAX + float32x4_t _a = vreinterpretq_f32_m128(a); + float32x4_t _b = vreinterpretq_f32_m128(b); + return vbslq_f32(vcltq_f32(_a, _b), _a, _b); +#else + return vreinterpretq_m128_f32( + vminq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(b))); +#endif +} + +// Compare packed unsigned 8-bit integers in a and b, and store packed minimum +// values in dst. +// +// FOR j := 0 to 7 +// i := j*8 +// dst[i+7:i] := MIN(a[i+7:i], b[i+7:i]) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_min_pu8 +FORCE_INLINE __m64 _mm_min_pu8(__m64 a, __m64 b) +{ + return vreinterpret_m64_u8( + vmin_u8(vreinterpret_u8_m64(a), vreinterpret_u8_m64(b))); +} + +// Compare packed unsigned 8-bit integers in a and b, and store packed minimum +// values in dst. +// +// FOR j := 0 to 7 +// i := j*8 +// dst[i+7:i] := MIN(a[i+7:i], b[i+7:i]) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_min_pu8 +#define _m_pminub(a, b) _mm_min_pu8(a, b) + +// Computes the maximum of the two lower scalar single-precision floating point +// values of a and b. +// https://msdn.microsoft.com/en-us/library/s6db5esz(v=vs.100).aspx +FORCE_INLINE __m128 _mm_max_ss(__m128 a, __m128 b) +{ + float32_t value = vgetq_lane_f32(_mm_max_ps(a, b), 0); + return vreinterpretq_m128_f32( + vsetq_lane_f32(value, vreinterpretq_f32_m128(a), 0)); +} + +// Computes the minimum of the two lower scalar single-precision floating point +// values of a and b. +// https://msdn.microsoft.com/en-us/library/0a9y7xaa(v=vs.100).aspx +FORCE_INLINE __m128 _mm_min_ss(__m128 a, __m128 b) +{ + float32_t value = vgetq_lane_f32(_mm_min_ps(a, b), 0); + return vreinterpretq_m128_f32( + vsetq_lane_f32(value, vreinterpretq_f32_m128(a), 0)); +} + +// Computes the pairwise maxima of the 16 unsigned 8-bit integers from a and the +// 16 unsigned 8-bit integers from b. +// https://msdn.microsoft.com/en-us/library/st6634za(v=vs.100).aspx +FORCE_INLINE __m128i _mm_max_epu8(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_u8( + vmaxq_u8(vreinterpretq_u8_m128i(a), vreinterpretq_u8_m128i(b))); +} + +// Computes the pairwise minima of the 16 unsigned 8-bit integers from a and the +// 16 unsigned 8-bit integers from b. +// https://msdn.microsoft.com/ko-kr/library/17k8cf58(v=vs.100).aspxx +FORCE_INLINE __m128i _mm_min_epu8(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_u8( + vminq_u8(vreinterpretq_u8_m128i(a), vreinterpretq_u8_m128i(b))); +} + +// Computes the pairwise minima of the 8 signed 16-bit integers from a and the 8 +// signed 16-bit integers from b. +// https://msdn.microsoft.com/en-us/library/vstudio/6te997ew(v=vs.100).aspx +FORCE_INLINE __m128i _mm_min_epi16(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s16( + vminq_s16(vreinterpretq_s16_m128i(a), vreinterpretq_s16_m128i(b))); +} + +// Compare packed signed 8-bit integers in a and b, and store packed maximum +// values in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_max_epi8 +FORCE_INLINE __m128i _mm_max_epi8(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s8( + vmaxq_s8(vreinterpretq_s8_m128i(a), vreinterpretq_s8_m128i(b))); +} + +// Compare packed unsigned 16-bit integers in a and b, and store packed maximum +// values in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_max_epu16 +FORCE_INLINE __m128i _mm_max_epu16(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_u16( + vmaxq_u16(vreinterpretq_u16_m128i(a), vreinterpretq_u16_m128i(b))); +} + +// Compare packed signed 8-bit integers in a and b, and store packed minimum +// values in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_min_epi8 +FORCE_INLINE __m128i _mm_min_epi8(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s8( + vminq_s8(vreinterpretq_s8_m128i(a), vreinterpretq_s8_m128i(b))); +} + +// Compare packed unsigned 16-bit integers in a and b, and store packed minimum +// values in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_min_epu16 +FORCE_INLINE __m128i _mm_min_epu16(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_u16( + vminq_u16(vreinterpretq_u16_m128i(a), vreinterpretq_u16_m128i(b))); +} + +// Computes the pairwise maxima of the 8 signed 16-bit integers from a and the 8 +// signed 16-bit integers from b. +// https://msdn.microsoft.com/en-us/LIBRary/3x060h7c(v=vs.100).aspx +FORCE_INLINE __m128i _mm_max_epi16(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s16( + vmaxq_s16(vreinterpretq_s16_m128i(a), vreinterpretq_s16_m128i(b))); +} + +// epi versions of min/max +// Computes the pariwise maximums of the four signed 32-bit integer values of a +// and b. +// +// A 128-bit parameter that can be defined with the following equations: +// r0 := (a0 > b0) ? a0 : b0 +// r1 := (a1 > b1) ? a1 : b1 +// r2 := (a2 > b2) ? a2 : b2 +// r3 := (a3 > b3) ? a3 : b3 +// +// https://msdn.microsoft.com/en-us/library/vstudio/bb514055(v=vs.100).aspx +FORCE_INLINE __m128i _mm_max_epi32(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s32( + vmaxq_s32(vreinterpretq_s32_m128i(a), vreinterpretq_s32_m128i(b))); +} + +// Computes the pariwise minima of the four signed 32-bit integer values of a +// and b. +// +// A 128-bit parameter that can be defined with the following equations: +// r0 := (a0 < b0) ? a0 : b0 +// r1 := (a1 < b1) ? a1 : b1 +// r2 := (a2 < b2) ? a2 : b2 +// r3 := (a3 < b3) ? a3 : b3 +// +// https://msdn.microsoft.com/en-us/library/vstudio/bb531476(v=vs.100).aspx +FORCE_INLINE __m128i _mm_min_epi32(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s32( + vminq_s32(vreinterpretq_s32_m128i(a), vreinterpretq_s32_m128i(b))); +} + +// Compare packed unsigned 32-bit integers in a and b, and store packed maximum +// values in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_max_epu32 +FORCE_INLINE __m128i _mm_max_epu32(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_u32( + vmaxq_u32(vreinterpretq_u32_m128i(a), vreinterpretq_u32_m128i(b))); +} + +// Compare packed unsigned 32-bit integers in a and b, and store packed minimum +// values in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_max_epu32 +FORCE_INLINE __m128i _mm_min_epu32(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_u32( + vminq_u32(vreinterpretq_u32_m128i(a), vreinterpretq_u32_m128i(b))); +} + +// Multiply the packed unsigned 16-bit integers in a and b, producing +// intermediate 32-bit integers, and store the high 16 bits of the intermediate +// integers in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_mulhi_pu16 +FORCE_INLINE __m64 _mm_mulhi_pu16(__m64 a, __m64 b) +{ + return vreinterpret_m64_u16(vshrn_n_u32( + vmull_u16(vreinterpret_u16_m64(a), vreinterpret_u16_m64(b)), 16)); +} + +// Multiplies the 8 signed 16-bit integers from a by the 8 signed 16-bit +// integers from b. +// +// r0 := (a0 * b0)[31:16] +// r1 := (a1 * b1)[31:16] +// ... +// r7 := (a7 * b7)[31:16] +// +// https://msdn.microsoft.com/en-us/library/vstudio/59hddw1d(v=vs.100).aspx +FORCE_INLINE __m128i _mm_mulhi_epi16(__m128i a, __m128i b) +{ + /* FIXME: issue with large values because of result saturation */ + // int16x8_t ret = vqdmulhq_s16(vreinterpretq_s16_m128i(a), + // vreinterpretq_s16_m128i(b)); /* =2*a*b */ return + // vreinterpretq_m128i_s16(vshrq_n_s16(ret, 1)); + int16x4_t a3210 = vget_low_s16(vreinterpretq_s16_m128i(a)); + int16x4_t b3210 = vget_low_s16(vreinterpretq_s16_m128i(b)); + int32x4_t ab3210 = vmull_s16(a3210, b3210); /* 3333222211110000 */ + int16x4_t a7654 = vget_high_s16(vreinterpretq_s16_m128i(a)); + int16x4_t b7654 = vget_high_s16(vreinterpretq_s16_m128i(b)); + int32x4_t ab7654 = vmull_s16(a7654, b7654); /* 7777666655554444 */ + uint16x8x2_t r = + vuzpq_u16(vreinterpretq_u16_s32(ab3210), vreinterpretq_u16_s32(ab7654)); + return vreinterpretq_m128i_u16(r.val[1]); +} + +// Multiply the packed unsigned 16-bit integers in a and b, producing +// intermediate 32-bit integers, and store the high 16 bits of the intermediate +// integers in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_mulhi_epu16 +FORCE_INLINE __m128i _mm_mulhi_epu16(__m128i a, __m128i b) +{ + uint16x4_t a3210 = vget_low_u16(vreinterpretq_u16_m128i(a)); + uint16x4_t b3210 = vget_low_u16(vreinterpretq_u16_m128i(b)); + uint32x4_t ab3210 = vmull_u16(a3210, b3210); +#if defined(__aarch64__) + uint32x4_t ab7654 = + vmull_high_u16(vreinterpretq_u16_m128i(a), vreinterpretq_u16_m128i(b)); + uint16x8_t r = vuzp2q_u16(vreinterpretq_u16_u32(ab3210), + vreinterpretq_u16_u32(ab7654)); + return vreinterpretq_m128i_u16(r); +#else + uint16x4_t a7654 = vget_high_u16(vreinterpretq_u16_m128i(a)); + uint16x4_t b7654 = vget_high_u16(vreinterpretq_u16_m128i(b)); + uint32x4_t ab7654 = vmull_u16(a7654, b7654); + uint16x8x2_t r = + vuzpq_u16(vreinterpretq_u16_u32(ab3210), vreinterpretq_u16_u32(ab7654)); + return vreinterpretq_m128i_u16(r.val[1]); +#endif +} + +// Computes pairwise add of each argument as single-precision, floating-point +// values a and b. +// https://msdn.microsoft.com/en-us/library/yd9wecaa.aspx +FORCE_INLINE __m128 _mm_hadd_ps(__m128 a, __m128 b) +{ +#if defined(__aarch64__) + return vreinterpretq_m128_f32( + vpaddq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(b))); +#else + float32x2_t a10 = vget_low_f32(vreinterpretq_f32_m128(a)); + float32x2_t a32 = vget_high_f32(vreinterpretq_f32_m128(a)); + float32x2_t b10 = vget_low_f32(vreinterpretq_f32_m128(b)); + float32x2_t b32 = vget_high_f32(vreinterpretq_f32_m128(b)); + return vreinterpretq_m128_f32( + vcombine_f32(vpadd_f32(a10, a32), vpadd_f32(b10, b32))); +#endif +} + +// Computes pairwise add of each argument as a 16-bit signed or unsigned integer +// values a and b. +FORCE_INLINE __m128i _mm_hadd_epi16(__m128i _a, __m128i _b) +{ + int16x8_t a = vreinterpretq_s16_m128i(_a); + int16x8_t b = vreinterpretq_s16_m128i(_b); +#if defined(__aarch64__) + return vreinterpretq_m128i_s16(vpaddq_s16(a, b)); +#else + return vreinterpretq_m128i_s16( + vcombine_s16(vpadd_s16(vget_low_s16(a), vget_high_s16(a)), + vpadd_s16(vget_low_s16(b), vget_high_s16(b)))); +#endif +} + +// Horizontally substract adjacent pairs of single-precision (32-bit) +// floating-point elements in a and b, and pack the results in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_hsub_ps +FORCE_INLINE __m128 _mm_hsub_ps(__m128 _a, __m128 _b) +{ +#if defined(__aarch64__) + return vreinterpretq_m128_f32(vsubq_f32( + vuzp1q_f32(vreinterpretq_f32_m128(_a), vreinterpretq_f32_m128(_b)), + vuzp2q_f32(vreinterpretq_f32_m128(_a), vreinterpretq_f32_m128(_b)))); +#else + float32x4x2_t c = + vuzpq_f32(vreinterpretq_f32_m128(_a), vreinterpretq_f32_m128(_b)); + return vreinterpretq_m128_f32(vsubq_f32(c.val[0], c.val[1])); +#endif +} + +// Horizontally add adjacent pairs of 16-bit integers in a and b, and pack the +// signed 16-bit results in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_hadd_pi16 +FORCE_INLINE __m64 _mm_hadd_pi16(__m64 a, __m64 b) +{ + return vreinterpret_m64_s16( + vpadd_s16(vreinterpret_s16_m64(a), vreinterpret_s16_m64(b))); +} + +// Horizontally add adjacent pairs of 32-bit integers in a and b, and pack the +// signed 32-bit results in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_hadd_pi32 +FORCE_INLINE __m64 _mm_hadd_pi32(__m64 a, __m64 b) +{ + return vreinterpret_m64_s32( + vpadd_s32(vreinterpret_s32_m64(a), vreinterpret_s32_m64(b))); +} + +// Computes pairwise difference of each argument as a 16-bit signed or unsigned +// integer values a and b. +FORCE_INLINE __m128i _mm_hsub_epi16(__m128i _a, __m128i _b) +{ + int32x4_t a = vreinterpretq_s32_m128i(_a); + int32x4_t b = vreinterpretq_s32_m128i(_b); + // Interleave using vshrn/vmovn + // [a0|a2|a4|a6|b0|b2|b4|b6] + // [a1|a3|a5|a7|b1|b3|b5|b7] + int16x8_t ab0246 = vcombine_s16(vmovn_s32(a), vmovn_s32(b)); + int16x8_t ab1357 = vcombine_s16(vshrn_n_s32(a, 16), vshrn_n_s32(b, 16)); + // Subtract + return vreinterpretq_m128i_s16(vsubq_s16(ab0246, ab1357)); +} + +// Computes saturated pairwise sub of each argument as a 16-bit signed +// integer values a and b. +FORCE_INLINE __m128i _mm_hadds_epi16(__m128i _a, __m128i _b) +{ +#if defined(__aarch64__) + int16x8_t a = vreinterpretq_s16_m128i(_a); + int16x8_t b = vreinterpretq_s16_m128i(_b); + return vreinterpretq_s64_s16( + vqaddq_s16(vuzp1q_s16(a, b), vuzp2q_s16(a, b))); +#else + int32x4_t a = vreinterpretq_s32_m128i(_a); + int32x4_t b = vreinterpretq_s32_m128i(_b); + // Interleave using vshrn/vmovn + // [a0|a2|a4|a6|b0|b2|b4|b6] + // [a1|a3|a5|a7|b1|b3|b5|b7] + int16x8_t ab0246 = vcombine_s16(vmovn_s32(a), vmovn_s32(b)); + int16x8_t ab1357 = vcombine_s16(vshrn_n_s32(a, 16), vshrn_n_s32(b, 16)); + // Saturated add + return vreinterpretq_m128i_s16(vqaddq_s16(ab0246, ab1357)); +#endif +} + +// Computes saturated pairwise difference of each argument as a 16-bit signed +// integer values a and b. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_hsubs_epi16 +FORCE_INLINE __m128i _mm_hsubs_epi16(__m128i _a, __m128i _b) +{ +#if defined(__aarch64__) + int16x8_t a = vreinterpretq_s16_m128i(_a); + int16x8_t b = vreinterpretq_s16_m128i(_b); + return vreinterpretq_s64_s16( + vqsubq_s16(vuzp1q_s16(a, b), vuzp2q_s16(a, b))); +#else + int32x4_t a = vreinterpretq_s32_m128i(_a); + int32x4_t b = vreinterpretq_s32_m128i(_b); + // Interleave using vshrn/vmovn + // [a0|a2|a4|a6|b0|b2|b4|b6] + // [a1|a3|a5|a7|b1|b3|b5|b7] + int16x8_t ab0246 = vcombine_s16(vmovn_s32(a), vmovn_s32(b)); + int16x8_t ab1357 = vcombine_s16(vshrn_n_s32(a, 16), vshrn_n_s32(b, 16)); + // Saturated subtract + return vreinterpretq_m128i_s16(vqsubq_s16(ab0246, ab1357)); +#endif +} + +// Computes pairwise add of each argument as a 32-bit signed or unsigned integer +// values a and b. +FORCE_INLINE __m128i _mm_hadd_epi32(__m128i _a, __m128i _b) +{ + int32x4_t a = vreinterpretq_s32_m128i(_a); + int32x4_t b = vreinterpretq_s32_m128i(_b); + return vreinterpretq_m128i_s32( + vcombine_s32(vpadd_s32(vget_low_s32(a), vget_high_s32(a)), + vpadd_s32(vget_low_s32(b), vget_high_s32(b)))); +} + +// Computes pairwise difference of each argument as a 32-bit signed or unsigned +// integer values a and b. +FORCE_INLINE __m128i _mm_hsub_epi32(__m128i _a, __m128i _b) +{ + int64x2_t a = vreinterpretq_s64_m128i(_a); + int64x2_t b = vreinterpretq_s64_m128i(_b); + // Interleave using vshrn/vmovn + // [a0|a2|b0|b2] + // [a1|a2|b1|b3] + int32x4_t ab02 = vcombine_s32(vmovn_s64(a), vmovn_s64(b)); + int32x4_t ab13 = vcombine_s32(vshrn_n_s64(a, 32), vshrn_n_s64(b, 32)); + // Subtract + return vreinterpretq_m128i_s32(vsubq_s32(ab02, ab13)); +} + +// Kahan summation for accurate summation of floating-point numbers. +// http://blog.zachbjornson.com/2019/08/11/fast-float-summation.html +FORCE_INLINE void sse2neon_kadd_f32(float *sum, float *c, float y) +{ + y -= *c; + float t = *sum + y; + *c = (t - *sum) - y; + *sum = t; +} + +// Conditionally multiply the packed single-precision (32-bit) floating-point +// elements in a and b using the high 4 bits in imm8, sum the four products, +// and conditionally store the sum in dst using the low 4 bits of imm. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_dp_ps +FORCE_INLINE __m128 _mm_dp_ps(__m128 a, __m128 b, const int imm) +{ +#if defined(__aarch64__) + /* shortcuts */ + if (imm == 0xFF) { + return _mm_set1_ps(vaddvq_f32(_mm_mul_ps(a, b))); + } + if (imm == 0x7F) { + float32x4_t m = _mm_mul_ps(a, b); + m[3] = 0; + return _mm_set1_ps(vaddvq_f32(m)); + } +#endif + + float s = 0, c = 0; + float32x4_t f32a = vreinterpretq_f32_m128(a); + float32x4_t f32b = vreinterpretq_f32_m128(b); + + /* To improve the accuracy of floating-point summation, Kahan algorithm + * is used for each operation. + */ + if (imm & (1 << 4)) + sse2neon_kadd_f32(&s, &c, f32a[0] * f32b[0]); + if (imm & (1 << 5)) + sse2neon_kadd_f32(&s, &c, f32a[1] * f32b[1]); + if (imm & (1 << 6)) + sse2neon_kadd_f32(&s, &c, f32a[2] * f32b[2]); + if (imm & (1 << 7)) + sse2neon_kadd_f32(&s, &c, f32a[3] * f32b[3]); + s += c; + + float32x4_t res = { + (imm & 0x1) ? s : 0, + (imm & 0x2) ? s : 0, + (imm & 0x4) ? s : 0, + (imm & 0x8) ? s : 0, + }; + return vreinterpretq_m128_f32(res); +} + +/* Compare operations */ + +// Compares for less than +// https://msdn.microsoft.com/en-us/library/vstudio/f330yhc8(v=vs.100).aspx +FORCE_INLINE __m128 _mm_cmplt_ps(__m128 a, __m128 b) +{ + return vreinterpretq_m128_u32( + vcltq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(b))); +} + +// Compares for less than +// https://docs.microsoft.com/en-us/previous-versions/visualstudio/visual-studio-2010/fy94wye7(v=vs.100) +FORCE_INLINE __m128 _mm_cmplt_ss(__m128 a, __m128 b) +{ + return _mm_move_ss(a, _mm_cmplt_ps(a, b)); +} + +// Compares for greater than. +// +// r0 := (a0 > b0) ? 0xffffffff : 0x0 +// r1 := (a1 > b1) ? 0xffffffff : 0x0 +// r2 := (a2 > b2) ? 0xffffffff : 0x0 +// r3 := (a3 > b3) ? 0xffffffff : 0x0 +// +// https://msdn.microsoft.com/en-us/library/vstudio/11dy102s(v=vs.100).aspx +FORCE_INLINE __m128 _mm_cmpgt_ps(__m128 a, __m128 b) +{ + return vreinterpretq_m128_u32( + vcgtq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(b))); +} + +// Compares for greater than. +// https://docs.microsoft.com/en-us/previous-versions/visualstudio/visual-studio-2010/1xyyyy9e(v=vs.100) +FORCE_INLINE __m128 _mm_cmpgt_ss(__m128 a, __m128 b) +{ + return _mm_move_ss(a, _mm_cmpgt_ps(a, b)); +} + +// Compares for greater than or equal. +// https://msdn.microsoft.com/en-us/library/vstudio/fs813y2t(v=vs.100).aspx +FORCE_INLINE __m128 _mm_cmpge_ps(__m128 a, __m128 b) +{ + return vreinterpretq_m128_u32( + vcgeq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(b))); +} + +// Compares for greater than or equal. +// https://docs.microsoft.com/en-us/previous-versions/visualstudio/visual-studio-2010/kesh3ddc(v=vs.100) +FORCE_INLINE __m128 _mm_cmpge_ss(__m128 a, __m128 b) +{ + return _mm_move_ss(a, _mm_cmpge_ps(a, b)); +} + +// Compares for less than or equal. +// +// r0 := (a0 <= b0) ? 0xffffffff : 0x0 +// r1 := (a1 <= b1) ? 0xffffffff : 0x0 +// r2 := (a2 <= b2) ? 0xffffffff : 0x0 +// r3 := (a3 <= b3) ? 0xffffffff : 0x0 +// +// https://msdn.microsoft.com/en-us/library/vstudio/1s75w83z(v=vs.100).aspx +FORCE_INLINE __m128 _mm_cmple_ps(__m128 a, __m128 b) +{ + return vreinterpretq_m128_u32( + vcleq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(b))); +} + +// Compares for less than or equal. +// https://docs.microsoft.com/en-us/previous-versions/visualstudio/visual-studio-2010/a7x0hbhw(v=vs.100) +FORCE_INLINE __m128 _mm_cmple_ss(__m128 a, __m128 b) +{ + return _mm_move_ss(a, _mm_cmple_ps(a, b)); +} + +// Compares for equality. +// https://msdn.microsoft.com/en-us/library/vstudio/36aectz5(v=vs.100).aspx +FORCE_INLINE __m128 _mm_cmpeq_ps(__m128 a, __m128 b) +{ + return vreinterpretq_m128_u32( + vceqq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(b))); +} + +// Compares for equality. +// https://docs.microsoft.com/en-us/previous-versions/visualstudio/visual-studio-2010/k423z28e(v=vs.100) +FORCE_INLINE __m128 _mm_cmpeq_ss(__m128 a, __m128 b) +{ + return _mm_move_ss(a, _mm_cmpeq_ps(a, b)); +} + +// Compares for inequality. +// https://msdn.microsoft.com/en-us/library/sf44thbx(v=vs.100).aspx +FORCE_INLINE __m128 _mm_cmpneq_ps(__m128 a, __m128 b) +{ + return vreinterpretq_m128_u32(vmvnq_u32( + vceqq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(b)))); +} + +// Compares for inequality. +// https://docs.microsoft.com/en-us/previous-versions/visualstudio/visual-studio-2010/ekya8fh4(v=vs.100) +FORCE_INLINE __m128 _mm_cmpneq_ss(__m128 a, __m128 b) +{ + return _mm_move_ss(a, _mm_cmpneq_ps(a, b)); +} + +// Compares for not greater than or equal. +// https://docs.microsoft.com/en-us/previous-versions/visualstudio/visual-studio-2010/wsexys62(v=vs.100) +FORCE_INLINE __m128 _mm_cmpnge_ps(__m128 a, __m128 b) +{ + return _mm_cmplt_ps(a, b); +} + +// Compares for not greater than or equal. +// https://docs.microsoft.com/en-us/previous-versions/visualstudio/visual-studio-2010/fk2y80s8(v=vs.100) +FORCE_INLINE __m128 _mm_cmpnge_ss(__m128 a, __m128 b) +{ + return _mm_cmplt_ss(a, b); +} + +// Compares for not greater than. +// https://docs.microsoft.com/en-us/previous-versions/visualstudio/visual-studio-2010/d0xh7w0s(v=vs.100) +FORCE_INLINE __m128 _mm_cmpngt_ps(__m128 a, __m128 b) +{ + return _mm_cmple_ps(a, b); +} + +// Compares for not greater than. +// https://docs.microsoft.com/en-us/previous-versions/visualstudio/visual-studio-2010/z7x9ydwh(v=vs.100) +FORCE_INLINE __m128 _mm_cmpngt_ss(__m128 a, __m128 b) +{ + return _mm_cmple_ss(a, b); +} + +// Compares for not less than or equal. +// https://docs.microsoft.com/en-us/previous-versions/visualstudio/visual-studio-2010/6a330kxw(v=vs.100) +FORCE_INLINE __m128 _mm_cmpnle_ps(__m128 a, __m128 b) +{ + return _mm_cmpgt_ps(a, b); +} + +// Compares for not less than or equal. +// https://docs.microsoft.com/en-us/previous-versions/visualstudio/visual-studio-2010/z7x9ydwh(v=vs.100) +FORCE_INLINE __m128 _mm_cmpnle_ss(__m128 a, __m128 b) +{ + return _mm_cmpgt_ss(a, b); +} + +// Compares for not less than. +// https://docs.microsoft.com/en-us/previous-versions/visualstudio/visual-studio-2010/4686bbdw(v=vs.100) +FORCE_INLINE __m128 _mm_cmpnlt_ps(__m128 a, __m128 b) +{ + return _mm_cmpge_ps(a, b); +} + +// Compares for not less than. +// https://docs.microsoft.com/en-us/previous-versions/visualstudio/visual-studio-2010/56b9z2wf(v=vs.100) +FORCE_INLINE __m128 _mm_cmpnlt_ss(__m128 a, __m128 b) +{ + return _mm_cmpge_ss(a, b); +} + +// Compares the 16 signed or unsigned 8-bit integers in a and the 16 signed or +// unsigned 8-bit integers in b for equality. +// https://msdn.microsoft.com/en-us/library/windows/desktop/bz5xk21a(v=vs.90).aspx +FORCE_INLINE __m128i _mm_cmpeq_epi8(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_u8( + vceqq_s8(vreinterpretq_s8_m128i(a), vreinterpretq_s8_m128i(b))); +} + +// Compares the 8 signed or unsigned 16-bit integers in a and the 8 signed or +// unsigned 16-bit integers in b for equality. +// https://msdn.microsoft.com/en-us/library/2ay060te(v=vs.100).aspx +FORCE_INLINE __m128i _mm_cmpeq_epi16(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_u16( + vceqq_s16(vreinterpretq_s16_m128i(a), vreinterpretq_s16_m128i(b))); +} + +// Compare packed 32-bit integers in a and b for equality, and store the results +// in dst +FORCE_INLINE __m128i _mm_cmpeq_epi32(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_u32( + vceqq_s32(vreinterpretq_s32_m128i(a), vreinterpretq_s32_m128i(b))); +} + +// Compare packed 64-bit integers in a and b for equality, and store the results +// in dst +FORCE_INLINE __m128i _mm_cmpeq_epi64(__m128i a, __m128i b) +{ +#if defined(__aarch64__) + return vreinterpretq_m128i_u64( + vceqq_u64(vreinterpretq_u64_m128i(a), vreinterpretq_u64_m128i(b))); +#else + // ARMv7 lacks vceqq_u64 + // (a == b) -> (a_lo == b_lo) && (a_hi == b_hi) + uint32x4_t cmp = + vceqq_u32(vreinterpretq_u32_m128i(a), vreinterpretq_u32_m128i(b)); + uint32x4_t swapped = vrev64q_u32(cmp); + return vreinterpretq_m128i_u32(vandq_u32(cmp, swapped)); +#endif +} + +// Compares the 16 signed 8-bit integers in a and the 16 signed 8-bit integers +// in b for lesser than. +// https://msdn.microsoft.com/en-us/library/windows/desktop/9s46csht(v=vs.90).aspx +FORCE_INLINE __m128i _mm_cmplt_epi8(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_u8( + vcltq_s8(vreinterpretq_s8_m128i(a), vreinterpretq_s8_m128i(b))); +} + +// Compares the 16 signed 8-bit integers in a and the 16 signed 8-bit integers +// in b for greater than. +// +// r0 := (a0 > b0) ? 0xff : 0x0 +// r1 := (a1 > b1) ? 0xff : 0x0 +// ... +// r15 := (a15 > b15) ? 0xff : 0x0 +// +// https://msdn.microsoft.com/zh-tw/library/wf45zt2b(v=vs.100).aspx +FORCE_INLINE __m128i _mm_cmpgt_epi8(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_u8( + vcgtq_s8(vreinterpretq_s8_m128i(a), vreinterpretq_s8_m128i(b))); +} + +// Compares the 8 signed 16-bit integers in a and the 8 signed 16-bit integers +// in b for less than. +// +// r0 := (a0 < b0) ? 0xffff : 0x0 +// r1 := (a1 < b1) ? 0xffff : 0x0 +// ... +// r7 := (a7 < b7) ? 0xffff : 0x0 +// +// https://technet.microsoft.com/en-us/library/t863edb2(v=vs.100).aspx +FORCE_INLINE __m128i _mm_cmplt_epi16(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_u16( + vcltq_s16(vreinterpretq_s16_m128i(a), vreinterpretq_s16_m128i(b))); +} + +// Compares the 8 signed 16-bit integers in a and the 8 signed 16-bit integers +// in b for greater than. +// +// r0 := (a0 > b0) ? 0xffff : 0x0 +// r1 := (a1 > b1) ? 0xffff : 0x0 +// ... +// r7 := (a7 > b7) ? 0xffff : 0x0 +// +// https://technet.microsoft.com/en-us/library/xd43yfsa(v=vs.100).aspx +FORCE_INLINE __m128i _mm_cmpgt_epi16(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_u16( + vcgtq_s16(vreinterpretq_s16_m128i(a), vreinterpretq_s16_m128i(b))); +} + + +// Compares the 4 signed 32-bit integers in a and the 4 signed 32-bit integers +// in b for less than. +// https://msdn.microsoft.com/en-us/library/vstudio/4ak0bf5d(v=vs.100).aspx +FORCE_INLINE __m128i _mm_cmplt_epi32(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_u32( + vcltq_s32(vreinterpretq_s32_m128i(a), vreinterpretq_s32_m128i(b))); +} + +// Compares the 4 signed 32-bit integers in a and the 4 signed 32-bit integers +// in b for greater than. +// https://msdn.microsoft.com/en-us/library/vstudio/1s9f2z0y(v=vs.100).aspx +FORCE_INLINE __m128i _mm_cmpgt_epi32(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_u32( + vcgtq_s32(vreinterpretq_s32_m128i(a), vreinterpretq_s32_m128i(b))); +} + +// Compares the 2 signed 64-bit integers in a and the 2 signed 64-bit integers +// in b for greater than. +FORCE_INLINE __m128i _mm_cmpgt_epi64(__m128i a, __m128i b) +{ +#if defined(__aarch64__) + return vreinterpretq_m128i_u64( + vcgtq_s64(vreinterpretq_s64_m128i(a), vreinterpretq_s64_m128i(b))); +#else + // ARMv7 lacks vcgtq_s64. + // This is based off of Clang's SSE2 polyfill: + // (a > b) -> ((a_hi > b_hi) || (a_lo > b_lo && a_hi == b_hi)) + + // Mask the sign bit out since we need a signed AND an unsigned comparison + // and it is ugly to try and split them. + int32x4_t mask = vreinterpretq_s32_s64(vdupq_n_s64(0x80000000ull)); + int32x4_t a_mask = veorq_s32(vreinterpretq_s32_m128i(a), mask); + int32x4_t b_mask = veorq_s32(vreinterpretq_s32_m128i(b), mask); + // Check if a > b + int64x2_t greater = vreinterpretq_s64_u32(vcgtq_s32(a_mask, b_mask)); + // Copy upper mask to lower mask + // a_hi > b_hi + int64x2_t gt_hi = vshrq_n_s64(greater, 63); + // Copy lower mask to upper mask + // a_lo > b_lo + int64x2_t gt_lo = vsliq_n_s64(greater, greater, 32); + // Compare for equality + int64x2_t equal = vreinterpretq_s64_u32(vceqq_s32(a_mask, b_mask)); + // Copy upper mask to lower mask + // a_hi == b_hi + int64x2_t eq_hi = vshrq_n_s64(equal, 63); + // a_hi > b_hi || (a_lo > b_lo && a_hi == b_hi) + int64x2_t ret = vorrq_s64(gt_hi, vandq_s64(gt_lo, eq_hi)); + return vreinterpretq_m128i_s64(ret); +#endif +} + +// Compares the four 32-bit floats in a and b to check if any values are NaN. +// Ordered compare between each value returns true for "orderable" and false for +// "not orderable" (NaN). +// https://msdn.microsoft.com/en-us/library/vstudio/0h9w00fx(v=vs.100).aspx see +// also: +// http://stackoverflow.com/questions/8627331/what-does-ordered-unordered-comparison-mean +// http://stackoverflow.com/questions/29349621/neon-isnanval-intrinsics +FORCE_INLINE __m128 _mm_cmpord_ps(__m128 a, __m128 b) +{ + // Note: NEON does not have ordered compare builtin + // Need to compare a eq a and b eq b to check for NaN + // Do AND of results to get final + uint32x4_t ceqaa = + vceqq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(a)); + uint32x4_t ceqbb = + vceqq_f32(vreinterpretq_f32_m128(b), vreinterpretq_f32_m128(b)); + return vreinterpretq_m128_u32(vandq_u32(ceqaa, ceqbb)); +} + +// Compares for ordered. +// https://docs.microsoft.com/en-us/previous-versions/visualstudio/visual-studio-2010/343t62da(v=vs.100) +FORCE_INLINE __m128 _mm_cmpord_ss(__m128 a, __m128 b) +{ + return _mm_move_ss(a, _mm_cmpord_ps(a, b)); +} + +// Compares for unordered. +// https://docs.microsoft.com/en-us/previous-versions/visualstudio/visual-studio-2010/khy6fk1t(v=vs.100) +FORCE_INLINE __m128 _mm_cmpunord_ps(__m128 a, __m128 b) +{ + uint32x4_t f32a = + vceqq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(a)); + uint32x4_t f32b = + vceqq_f32(vreinterpretq_f32_m128(b), vreinterpretq_f32_m128(b)); + return vreinterpretq_m128_u32(vmvnq_u32(vandq_u32(f32a, f32b))); +} + +// Compares for unordered. +// https://docs.microsoft.com/en-us/previous-versions/visualstudio/visual-studio-2010/2as2387b(v=vs.100) +FORCE_INLINE __m128 _mm_cmpunord_ss(__m128 a, __m128 b) +{ + return _mm_move_ss(a, _mm_cmpunord_ps(a, b)); +} + +// Compares the lower single-precision floating point scalar values of a and b +// using a less than operation. : +// https://msdn.microsoft.com/en-us/library/2kwe606b(v=vs.90).aspx Important +// note!! The documentation on MSDN is incorrect! If either of the values is a +// NAN the docs say you will get a one, but in fact, it will return a zero!! +FORCE_INLINE int _mm_comilt_ss(__m128 a, __m128 b) +{ + uint32x4_t a_not_nan = + vceqq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(a)); + uint32x4_t b_not_nan = + vceqq_f32(vreinterpretq_f32_m128(b), vreinterpretq_f32_m128(b)); + uint32x4_t a_and_b_not_nan = vandq_u32(a_not_nan, b_not_nan); + uint32x4_t a_lt_b = + vcltq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(b)); + return (vgetq_lane_u32(vandq_u32(a_and_b_not_nan, a_lt_b), 0) != 0) ? 1 : 0; +} + +// Compares the lower single-precision floating point scalar values of a and b +// using a greater than operation. : +// https://msdn.microsoft.com/en-us/library/b0738e0t(v=vs.100).aspx +FORCE_INLINE int _mm_comigt_ss(__m128 a, __m128 b) +{ + // return vgetq_lane_u32(vcgtq_f32(vreinterpretq_f32_m128(a), + // vreinterpretq_f32_m128(b)), 0); + uint32x4_t a_not_nan = + vceqq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(a)); + uint32x4_t b_not_nan = + vceqq_f32(vreinterpretq_f32_m128(b), vreinterpretq_f32_m128(b)); + uint32x4_t a_and_b_not_nan = vandq_u32(a_not_nan, b_not_nan); + uint32x4_t a_gt_b = + vcgtq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(b)); + return (vgetq_lane_u32(vandq_u32(a_and_b_not_nan, a_gt_b), 0) != 0) ? 1 : 0; +} + +// Compares the lower single-precision floating point scalar values of a and b +// using a less than or equal operation. : +// https://msdn.microsoft.com/en-us/library/1w4t7c57(v=vs.90).aspx +FORCE_INLINE int _mm_comile_ss(__m128 a, __m128 b) +{ + // return vgetq_lane_u32(vcleq_f32(vreinterpretq_f32_m128(a), + // vreinterpretq_f32_m128(b)), 0); + uint32x4_t a_not_nan = + vceqq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(a)); + uint32x4_t b_not_nan = + vceqq_f32(vreinterpretq_f32_m128(b), vreinterpretq_f32_m128(b)); + uint32x4_t a_and_b_not_nan = vandq_u32(a_not_nan, b_not_nan); + uint32x4_t a_le_b = + vcleq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(b)); + return (vgetq_lane_u32(vandq_u32(a_and_b_not_nan, a_le_b), 0) != 0) ? 1 : 0; +} + +// Compares the lower single-precision floating point scalar values of a and b +// using a greater than or equal operation. : +// https://msdn.microsoft.com/en-us/library/8t80des6(v=vs.100).aspx +FORCE_INLINE int _mm_comige_ss(__m128 a, __m128 b) +{ + // return vgetq_lane_u32(vcgeq_f32(vreinterpretq_f32_m128(a), + // vreinterpretq_f32_m128(b)), 0); + uint32x4_t a_not_nan = + vceqq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(a)); + uint32x4_t b_not_nan = + vceqq_f32(vreinterpretq_f32_m128(b), vreinterpretq_f32_m128(b)); + uint32x4_t a_and_b_not_nan = vandq_u32(a_not_nan, b_not_nan); + uint32x4_t a_ge_b = + vcgeq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(b)); + return (vgetq_lane_u32(vandq_u32(a_and_b_not_nan, a_ge_b), 0) != 0) ? 1 : 0; +} + +// Compares the lower single-precision floating point scalar values of a and b +// using an equality operation. : +// https://msdn.microsoft.com/en-us/library/93yx2h2b(v=vs.100).aspx +FORCE_INLINE int _mm_comieq_ss(__m128 a, __m128 b) +{ + // return vgetq_lane_u32(vceqq_f32(vreinterpretq_f32_m128(a), + // vreinterpretq_f32_m128(b)), 0); + uint32x4_t a_not_nan = + vceqq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(a)); + uint32x4_t b_not_nan = + vceqq_f32(vreinterpretq_f32_m128(b), vreinterpretq_f32_m128(b)); + uint32x4_t a_and_b_not_nan = vandq_u32(a_not_nan, b_not_nan); + uint32x4_t a_eq_b = + vceqq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(b)); + return (vgetq_lane_u32(vandq_u32(a_and_b_not_nan, a_eq_b), 0) != 0) ? 1 : 0; +} + +// Compares the lower single-precision floating point scalar values of a and b +// using an inequality operation. : +// https://msdn.microsoft.com/en-us/library/bafh5e0a(v=vs.90).aspx +FORCE_INLINE int _mm_comineq_ss(__m128 a, __m128 b) +{ + // return !vgetq_lane_u32(vceqq_f32(vreinterpretq_f32_m128(a), + // vreinterpretq_f32_m128(b)), 0); + uint32x4_t a_not_nan = + vceqq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(a)); + uint32x4_t b_not_nan = + vceqq_f32(vreinterpretq_f32_m128(b), vreinterpretq_f32_m128(b)); + uint32x4_t a_or_b_nan = vmvnq_u32(vandq_u32(a_not_nan, b_not_nan)); + uint32x4_t a_neq_b = vmvnq_u32( + vceqq_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(b))); + return (vgetq_lane_u32(vorrq_u32(a_or_b_nan, a_neq_b), 0) != 0) ? 1 : 0; +} + +// according to the documentation, these intrinsics behave the same as the +// non-'u' versions. We'll just alias them here. +#define _mm_ucomilt_ss _mm_comilt_ss +#define _mm_ucomile_ss _mm_comile_ss +#define _mm_ucomigt_ss _mm_comigt_ss +#define _mm_ucomige_ss _mm_comige_ss +#define _mm_ucomieq_ss _mm_comieq_ss +#define _mm_ucomineq_ss _mm_comineq_ss + +/* Conversions */ + +// Convert packed signed 32-bit integers in b to packed single-precision +// (32-bit) floating-point elements, store the results in the lower 2 elements +// of dst, and copy the upper 2 packed elements from a to the upper elements of +// dst. +// +// dst[31:0] := Convert_Int32_To_FP32(b[31:0]) +// dst[63:32] := Convert_Int32_To_FP32(b[63:32]) +// dst[95:64] := a[95:64] +// dst[127:96] := a[127:96] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvt_pi2ps +FORCE_INLINE __m128 _mm_cvt_pi2ps(__m128 a, __m64 b) +{ + return vreinterpretq_m128_f32( + vcombine_f32(vcvt_f32_s32(vreinterpret_s32_m64(b)), + vget_high_f32(vreinterpretq_f32_m128(a)))); +} + +// Convert the signed 32-bit integer b to a single-precision (32-bit) +// floating-point element, store the result in the lower element of dst, and +// copy the upper 3 packed elements from a to the upper elements of dst. +// +// dst[31:0] := Convert_Int32_To_FP32(b[31:0]) +// dst[127:32] := a[127:32] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvt_si2ss +FORCE_INLINE __m128 _mm_cvt_si2ss(__m128 a, int b) +{ + return vreinterpretq_m128_f32( + vsetq_lane_f32((float) b, vreinterpretq_f32_m128(a), 0)); +} + +// Convert the signed 32-bit integer b to a single-precision (32-bit) +// floating-point element, store the result in the lower element of dst, and +// copy the upper 3 packed elements from a to the upper elements of dst. +// +// dst[31:0] := Convert_Int32_To_FP32(b[31:0]) +// dst[127:32] := a[127:32] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvtsi32_ss +#define _mm_cvtsi32_ss(a, b) _mm_cvt_si2ss(a, b) + +// Convert the signed 64-bit integer b to a single-precision (32-bit) +// floating-point element, store the result in the lower element of dst, and +// copy the upper 3 packed elements from a to the upper elements of dst. +// +// dst[31:0] := Convert_Int64_To_FP32(b[63:0]) +// dst[127:32] := a[127:32] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvtsi64_ss +FORCE_INLINE __m128 _mm_cvtsi64_ss(__m128 a, int64_t b) +{ + return vreinterpretq_m128_f32( + vsetq_lane_f32((float) b, vreinterpretq_f32_m128(a), 0)); +} + +// Convert the lower single-precision (32-bit) floating-point element in a to a +// 32-bit integer, and store the result in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvt_ss2si +FORCE_INLINE int _mm_cvt_ss2si(__m128 a) +{ +#if defined(__aarch64__) + return vgetq_lane_s32(vcvtnq_s32_f32(vreinterpretq_f32_m128(a)), 0); +#else + float32_t data = vgetq_lane_f32(vreinterpretq_f32_m128(a), 0); + float32_t diff = data - floor(data); + if (diff > 0.5) + return (int32_t) ceil(data); + if (diff == 0.5) { + int32_t f = (int32_t) floor(data); + int32_t c = (int32_t) ceil(data); + return c & 1 ? f : c; + } + return (int32_t) floor(data); +#endif +} + +// Convert packed 16-bit integers in a to packed single-precision (32-bit) +// floating-point elements, and store the results in dst. +// +// FOR j := 0 to 3 +// i := j*16 +// m := j*32 +// dst[m+31:m] := Convert_Int16_To_FP32(a[i+15:i]) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvtpi16_ps +FORCE_INLINE __m128 _mm_cvtpi16_ps(__m64 a) +{ + return vreinterpretq_m128_f32( + vcvtq_f32_s32(vmovl_s16(vreinterpret_s16_m64(a)))); +} + +// Convert packed 32-bit integers in b to packed single-precision (32-bit) +// floating-point elements, store the results in the lower 2 elements of dst, +// and copy the upper 2 packed elements from a to the upper elements of dst. +// +// dst[31:0] := Convert_Int32_To_FP32(b[31:0]) +// dst[63:32] := Convert_Int32_To_FP32(b[63:32]) +// dst[95:64] := a[95:64] +// dst[127:96] := a[127:96] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvtpi32_ps +FORCE_INLINE __m128 _mm_cvtpi32_ps(__m128 a, __m64 b) +{ + return vreinterpretq_m128_f32( + vcombine_f32(vcvt_f32_s32(vreinterpret_s32_m64(b)), + vget_high_f32(vreinterpretq_f32_m128(a)))); +} + +// Convert packed signed 32-bit integers in a to packed single-precision +// (32-bit) floating-point elements, store the results in the lower 2 elements +// of dst, then covert the packed signed 32-bit integers in b to +// single-precision (32-bit) floating-point element, and store the results in +// the upper 2 elements of dst. +// +// dst[31:0] := Convert_Int32_To_FP32(a[31:0]) +// dst[63:32] := Convert_Int32_To_FP32(a[63:32]) +// dst[95:64] := Convert_Int32_To_FP32(b[31:0]) +// dst[127:96] := Convert_Int32_To_FP32(b[63:32]) +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvtpi32x2_ps +FORCE_INLINE __m128 _mm_cvtpi32x2_ps(__m64 a, __m64 b) +{ + return vreinterpretq_m128_f32(vcvtq_f32_s32( + vcombine_s32(vreinterpret_s32_m64(a), vreinterpret_s32_m64(b)))); +} + +// Convert the lower packed 8-bit integers in a to packed single-precision +// (32-bit) floating-point elements, and store the results in dst. +// +// FOR j := 0 to 3 +// i := j*8 +// m := j*32 +// dst[m+31:m] := Convert_Int8_To_FP32(a[i+7:i]) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvtpi8_ps +FORCE_INLINE __m128 _mm_cvtpi8_ps(__m64 a) +{ + return vreinterpretq_m128_f32(vcvtq_f32_s32( + vmovl_s16(vget_low_s16(vmovl_s8(vreinterpret_s8_m64(a)))))); +} + +// Convert packed unsigned 16-bit integers in a to packed single-precision +// (32-bit) floating-point elements, and store the results in dst. +// +// FOR j := 0 to 3 +// i := j*16 +// m := j*32 +// dst[m+31:m] := Convert_UInt16_To_FP32(a[i+15:i]) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvtpu16_ps +FORCE_INLINE __m128 _mm_cvtpu16_ps(__m64 a) +{ + return vreinterpretq_m128_f32( + vcvtq_f32_u32(vmovl_u16(vreinterpret_u16_m64(a)))); +} + +// Convert the lower packed unsigned 8-bit integers in a to packed +// single-precision (32-bit) floating-point elements, and store the results in +// dst. +// +// FOR j := 0 to 3 +// i := j*8 +// m := j*32 +// dst[m+31:m] := Convert_UInt8_To_FP32(a[i+7:i]) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvtpu8_ps +FORCE_INLINE __m128 _mm_cvtpu8_ps(__m64 a) +{ + return vreinterpretq_m128_f32(vcvtq_f32_u32( + vmovl_u16(vget_low_u16(vmovl_u8(vreinterpret_u8_m64(a)))))); +} + +// Converts the four single-precision, floating-point values of a to signed +// 32-bit integer values using truncate. +// https://msdn.microsoft.com/en-us/library/vstudio/1h005y6x(v=vs.100).aspx +FORCE_INLINE __m128i _mm_cvttps_epi32(__m128 a) +{ + return vreinterpretq_m128i_s32(vcvtq_s32_f32(vreinterpretq_f32_m128(a))); +} + +// Convert the lower double-precision (64-bit) floating-point element in a to a +// 64-bit integer with truncation, and store the result in dst. +// +// dst[63:0] := Convert_FP64_To_Int64_Truncate(a[63:0]) +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvttsd_si64 +FORCE_INLINE int64_t _mm_cvttsd_si64(__m128d a) +{ +#if defined(__aarch64__) + return vgetq_lane_s64(vcvtq_s64_f64(vreinterpretq_f64_m128d(a)), 0); +#else + double ret = *((double *) &a); + return (int64_t) ret; +#endif +} + +// Convert the lower double-precision (64-bit) floating-point element in a to a +// 64-bit integer with truncation, and store the result in dst. +// +// dst[63:0] := Convert_FP64_To_Int64_Truncate(a[63:0]) +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvttsd_si64x +#define _mm_cvttsd_si64x(a) _mm_cvttsd_si64(a) + +// Converts the four signed 32-bit integer values of a to single-precision, +// floating-point values +// https://msdn.microsoft.com/en-us/library/vstudio/36bwxcx5(v=vs.100).aspx +FORCE_INLINE __m128 _mm_cvtepi32_ps(__m128i a) +{ + return vreinterpretq_m128_f32(vcvtq_f32_s32(vreinterpretq_s32_m128i(a))); +} + +// Converts the four unsigned 8-bit integers in the lower 16 bits to four +// unsigned 32-bit integers. +FORCE_INLINE __m128i _mm_cvtepu8_epi16(__m128i a) +{ + uint8x16_t u8x16 = vreinterpretq_u8_m128i(a); /* xxxx xxxx xxxx DCBA */ + uint16x8_t u16x8 = vmovl_u8(vget_low_u8(u8x16)); /* 0x0x 0x0x 0D0C 0B0A */ + return vreinterpretq_m128i_u16(u16x8); +} + +// Converts the four unsigned 8-bit integers in the lower 32 bits to four +// unsigned 32-bit integers. +// https://msdn.microsoft.com/en-us/library/bb531467%28v=vs.100%29.aspx +FORCE_INLINE __m128i _mm_cvtepu8_epi32(__m128i a) +{ + uint8x16_t u8x16 = vreinterpretq_u8_m128i(a); /* xxxx xxxx xxxx DCBA */ + uint16x8_t u16x8 = vmovl_u8(vget_low_u8(u8x16)); /* 0x0x 0x0x 0D0C 0B0A */ + uint32x4_t u32x4 = vmovl_u16(vget_low_u16(u16x8)); /* 000D 000C 000B 000A */ + return vreinterpretq_m128i_u32(u32x4); +} + +// Converts the two unsigned 8-bit integers in the lower 16 bits to two +// unsigned 64-bit integers. +FORCE_INLINE __m128i _mm_cvtepu8_epi64(__m128i a) +{ + uint8x16_t u8x16 = vreinterpretq_u8_m128i(a); /* xxxx xxxx xxxx xxBA */ + uint16x8_t u16x8 = vmovl_u8(vget_low_u8(u8x16)); /* 0x0x 0x0x 0x0x 0B0A */ + uint32x4_t u32x4 = vmovl_u16(vget_low_u16(u16x8)); /* 000x 000x 000B 000A */ + uint64x2_t u64x2 = vmovl_u32(vget_low_u32(u32x4)); /* 0000 000B 0000 000A */ + return vreinterpretq_m128i_u64(u64x2); +} + +// Converts the four unsigned 8-bit integers in the lower 16 bits to four +// unsigned 32-bit integers. +FORCE_INLINE __m128i _mm_cvtepi8_epi16(__m128i a) +{ + int8x16_t s8x16 = vreinterpretq_s8_m128i(a); /* xxxx xxxx xxxx DCBA */ + int16x8_t s16x8 = vmovl_s8(vget_low_s8(s8x16)); /* 0x0x 0x0x 0D0C 0B0A */ + return vreinterpretq_m128i_s16(s16x8); +} + +// Converts the four unsigned 8-bit integers in the lower 32 bits to four +// unsigned 32-bit integers. +FORCE_INLINE __m128i _mm_cvtepi8_epi32(__m128i a) +{ + int8x16_t s8x16 = vreinterpretq_s8_m128i(a); /* xxxx xxxx xxxx DCBA */ + int16x8_t s16x8 = vmovl_s8(vget_low_s8(s8x16)); /* 0x0x 0x0x 0D0C 0B0A */ + int32x4_t s32x4 = vmovl_s16(vget_low_s16(s16x8)); /* 000D 000C 000B 000A */ + return vreinterpretq_m128i_s32(s32x4); +} + +// Converts the two signed 8-bit integers in the lower 32 bits to four +// signed 64-bit integers. +FORCE_INLINE __m128i _mm_cvtepi8_epi64(__m128i a) +{ + int8x16_t s8x16 = vreinterpretq_s8_m128i(a); /* xxxx xxxx xxxx xxBA */ + int16x8_t s16x8 = vmovl_s8(vget_low_s8(s8x16)); /* 0x0x 0x0x 0x0x 0B0A */ + int32x4_t s32x4 = vmovl_s16(vget_low_s16(s16x8)); /* 000x 000x 000B 000A */ + int64x2_t s64x2 = vmovl_s32(vget_low_s32(s32x4)); /* 0000 000B 0000 000A */ + return vreinterpretq_m128i_s64(s64x2); +} + +// Converts the four signed 16-bit integers in the lower 64 bits to four signed +// 32-bit integers. +FORCE_INLINE __m128i _mm_cvtepi16_epi32(__m128i a) +{ + return vreinterpretq_m128i_s32( + vmovl_s16(vget_low_s16(vreinterpretq_s16_m128i(a)))); +} + +// Converts the two signed 16-bit integers in the lower 32 bits two signed +// 32-bit integers. +FORCE_INLINE __m128i _mm_cvtepi16_epi64(__m128i a) +{ + int16x8_t s16x8 = vreinterpretq_s16_m128i(a); /* xxxx xxxx xxxx 0B0A */ + int32x4_t s32x4 = vmovl_s16(vget_low_s16(s16x8)); /* 000x 000x 000B 000A */ + int64x2_t s64x2 = vmovl_s32(vget_low_s32(s32x4)); /* 0000 000B 0000 000A */ + return vreinterpretq_m128i_s64(s64x2); +} + +// Converts the four unsigned 16-bit integers in the lower 64 bits to four +// unsigned 32-bit integers. +FORCE_INLINE __m128i _mm_cvtepu16_epi32(__m128i a) +{ + return vreinterpretq_m128i_u32( + vmovl_u16(vget_low_u16(vreinterpretq_u16_m128i(a)))); +} + +// Converts the two unsigned 16-bit integers in the lower 32 bits to two +// unsigned 64-bit integers. +FORCE_INLINE __m128i _mm_cvtepu16_epi64(__m128i a) +{ + uint16x8_t u16x8 = vreinterpretq_u16_m128i(a); /* xxxx xxxx xxxx 0B0A */ + uint32x4_t u32x4 = vmovl_u16(vget_low_u16(u16x8)); /* 000x 000x 000B 000A */ + uint64x2_t u64x2 = vmovl_u32(vget_low_u32(u32x4)); /* 0000 000B 0000 000A */ + return vreinterpretq_m128i_u64(u64x2); +} + +// Converts the two unsigned 32-bit integers in the lower 64 bits to two +// unsigned 64-bit integers. +FORCE_INLINE __m128i _mm_cvtepu32_epi64(__m128i a) +{ + return vreinterpretq_m128i_u64( + vmovl_u32(vget_low_u32(vreinterpretq_u32_m128i(a)))); +} + +// Converts the two signed 32-bit integers in the lower 64 bits to two signed +// 64-bit integers. +FORCE_INLINE __m128i _mm_cvtepi32_epi64(__m128i a) +{ + return vreinterpretq_m128i_s64( + vmovl_s32(vget_low_s32(vreinterpretq_s32_m128i(a)))); +} + +// Converts the four single-precision, floating-point values of a to signed +// 32-bit integer values. +// +// r0 := (int) a0 +// r1 := (int) a1 +// r2 := (int) a2 +// r3 := (int) a3 +// +// https://msdn.microsoft.com/en-us/library/vstudio/xdc42k5e(v=vs.100).aspx +// *NOTE*. The default rounding mode on SSE is 'round to even', which ARMv7-A +// does not support! It is supported on ARMv8-A however. +FORCE_INLINE __m128i _mm_cvtps_epi32(__m128 a) +{ +#if defined(__aarch64__) + return vreinterpretq_m128i_s32(vcvtnq_s32_f32(a)); +#else + uint32x4_t signmask = vdupq_n_u32(0x80000000); + float32x4_t half = vbslq_f32(signmask, vreinterpretq_f32_m128(a), + vdupq_n_f32(0.5f)); /* +/- 0.5 */ + int32x4_t r_normal = vcvtq_s32_f32(vaddq_f32( + vreinterpretq_f32_m128(a), half)); /* round to integer: [a + 0.5]*/ + int32x4_t r_trunc = + vcvtq_s32_f32(vreinterpretq_f32_m128(a)); /* truncate to integer: [a] */ + int32x4_t plusone = vreinterpretq_s32_u32(vshrq_n_u32( + vreinterpretq_u32_s32(vnegq_s32(r_trunc)), 31)); /* 1 or 0 */ + int32x4_t r_even = vbicq_s32(vaddq_s32(r_trunc, plusone), + vdupq_n_s32(1)); /* ([a] + {0,1}) & ~1 */ + float32x4_t delta = vsubq_f32( + vreinterpretq_f32_m128(a), + vcvtq_f32_s32(r_trunc)); /* compute delta: delta = (a - [a]) */ + uint32x4_t is_delta_half = vceqq_f32(delta, half); /* delta == +/- 0.5 */ + return vreinterpretq_m128i_s32(vbslq_s32(is_delta_half, r_even, r_normal)); +#endif +} + +// Copy the lower 32-bit integer in a to dst. +// +// dst[31:0] := a[31:0] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvtsi128_si32 +FORCE_INLINE int _mm_cvtsi128_si32(__m128i a) +{ + return vgetq_lane_s32(vreinterpretq_s32_m128i(a), 0); +} + +// Copy the lower 64-bit integer in a to dst. +// +// dst[63:0] := a[63:0] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvtsi128_si64 +FORCE_INLINE int64_t _mm_cvtsi128_si64(__m128i a) +{ + return vgetq_lane_s64(vreinterpretq_s64_m128i(a), 0); +} + +// Copy the lower 64-bit integer in a to dst. +// +// dst[63:0] := a[63:0] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvtsi128_si64x +#define _mm_cvtsi128_si64x(a) _mm_cvtsi128_si64(a) + +// Moves 32-bit integer a to the least significant 32 bits of an __m128 object, +// zero extending the upper bits. +// +// r0 := a +// r1 := 0x0 +// r2 := 0x0 +// r3 := 0x0 +// +// https://msdn.microsoft.com/en-us/library/ct3539ha%28v=vs.90%29.aspx +FORCE_INLINE __m128i _mm_cvtsi32_si128(int a) +{ + return vreinterpretq_m128i_s32(vsetq_lane_s32(a, vdupq_n_s32(0), 0)); +} + +// Moves 64-bit integer a to the least significant 64 bits of an __m128 object, +// zero extending the upper bits. +// +// r0 := a +// r1 := 0x0 +FORCE_INLINE __m128i _mm_cvtsi64_si128(int64_t a) +{ + return vreinterpretq_m128i_s64(vsetq_lane_s64(a, vdupq_n_s64(0), 0)); +} + +// Cast vector of type __m128 to type __m128d. This intrinsic is only used for +// compilation and does not generate any instructions, thus it has zero latency. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_castps_pd +FORCE_INLINE __m128d _mm_castps_pd(__m128 a) +{ + return vreinterpretq_m128d_s32(vreinterpretq_s32_m128(a)); +} + +// Applies a type cast to reinterpret four 32-bit floating point values passed +// in as a 128-bit parameter as packed 32-bit integers. +// https://msdn.microsoft.com/en-us/library/bb514099.aspx +FORCE_INLINE __m128i _mm_castps_si128(__m128 a) +{ + return vreinterpretq_m128i_s32(vreinterpretq_s32_m128(a)); +} + +// Applies a type cast to reinterpret four 32-bit integers passed in as a +// 128-bit parameter as packed 32-bit floating point values. +// https://msdn.microsoft.com/en-us/library/bb514029.aspx +FORCE_INLINE __m128 _mm_castsi128_ps(__m128i a) +{ + return vreinterpretq_m128_s32(vreinterpretq_s32_m128i(a)); +} + +// Loads 128-bit value. : +// https://msdn.microsoft.com/en-us/library/atzzad1h(v=vs.80).aspx +FORCE_INLINE __m128i _mm_load_si128(const __m128i *p) +{ + return vreinterpretq_m128i_s32(vld1q_s32((const int32_t *) p)); +} + +// Load a double-precision (64-bit) floating-point element from memory into both +// elements of dst. +// +// dst[63:0] := MEM[mem_addr+63:mem_addr] +// dst[127:64] := MEM[mem_addr+63:mem_addr] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_load1_pd +FORCE_INLINE __m128d _mm_load1_pd(const double *p) +{ +#if defined(__aarch64__) + return vreinterpretq_m128d_f64(vld1q_dup_f64(p)); +#else + return vreinterpretq_m128d_s64(vdupq_n_s64(*(const int64_t *) p)); +#endif +} + +// Load a double-precision (64-bit) floating-point element from memory into the +// upper element of dst, and copy the lower element from a to dst. mem_addr does +// not need to be aligned on any particular boundary. +// +// dst[63:0] := a[63:0] +// dst[127:64] := MEM[mem_addr+63:mem_addr] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_loadh_pd +FORCE_INLINE __m128d _mm_loadh_pd(__m128d a, const double *p) +{ +#if defined(__aarch64__) + return vreinterpretq_m128d_f64( + vcombine_f64(vget_low_f64(vreinterpretq_f64_m128d(a)), vld1_f64(p))); +#else + return vreinterpretq_m128d_f32(vcombine_f32( + vget_low_f32(vreinterpretq_f32_m128d(a)), vld1_f32((const float *) p))); +#endif +} + +// Load a double-precision (64-bit) floating-point element from memory into both +// elements of dst. +// +// dst[63:0] := MEM[mem_addr+63:mem_addr] +// dst[127:64] := MEM[mem_addr+63:mem_addr] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_load_pd1 +#define _mm_load_pd1 _mm_load1_pd + +// Load a double-precision (64-bit) floating-point element from memory into both +// elements of dst. +// +// dst[63:0] := MEM[mem_addr+63:mem_addr] +// dst[127:64] := MEM[mem_addr+63:mem_addr] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_loaddup_pd +#define _mm_loaddup_pd _mm_load1_pd + +// Loads 128-bit value. : +// https://msdn.microsoft.com/zh-cn/library/f4k12ae8(v=vs.90).aspx +FORCE_INLINE __m128i _mm_loadu_si128(const __m128i *p) +{ + return vreinterpretq_m128i_s32(vld1q_s32((const int32_t *) p)); +} + +// Load unaligned 32-bit integer from memory into the first element of dst. +// +// dst[31:0] := MEM[mem_addr+31:mem_addr] +// dst[MAX:32] := 0 +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_loadu_si32 +FORCE_INLINE __m128i _mm_loadu_si32(const void *p) +{ + return vreinterpretq_m128i_s32( + vsetq_lane_s32(*(const int32_t *) p, vdupq_n_s32(0), 0)); +} + +// Convert packed double-precision (64-bit) floating-point elements in a to +// packed single-precision (32-bit) floating-point elements, and store the +// results in dst. +// +// FOR j := 0 to 1 +// i := 32*j +// k := 64*j +// dst[i+31:i] := Convert_FP64_To_FP32(a[k+64:k]) +// ENDFOR +// dst[127:64] := 0 +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvtpd_ps +FORCE_INLINE __m128 _mm_cvtpd_ps(__m128d a) +{ +#if defined(__aarch64__) + float32x2_t tmp = vcvt_f32_f64(vreinterpretq_f64_m128d(a)); + return vreinterpretq_m128_f32(vcombine_f32(tmp, vdup_n_f32(0))); +#else + float a0 = (float) ((double *) &a)[0]; + float a1 = (float) ((double *) &a)[1]; + return _mm_set_ps(0, 0, a1, a0); +#endif +} + +// Copy the lower double-precision (64-bit) floating-point element of a to dst. +// +// dst[63:0] := a[63:0] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvtsd_f64 +FORCE_INLINE double _mm_cvtsd_f64(__m128d a) +{ +#if defined(__aarch64__) + return (double) vgetq_lane_f64(vreinterpretq_f64_m128d(a), 0); +#else + return ((double *) &a)[0]; +#endif +} + +// Convert packed single-precision (32-bit) floating-point elements in a to +// packed double-precision (64-bit) floating-point elements, and store the +// results in dst. +// +// FOR j := 0 to 1 +// i := 64*j +// k := 32*j +// dst[i+63:i] := Convert_FP32_To_FP64(a[k+31:k]) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvtps_pd +FORCE_INLINE __m128d _mm_cvtps_pd(__m128 a) +{ +#if defined(__aarch64__) + return vreinterpretq_m128d_f64( + vcvt_f64_f32(vget_low_f32(vreinterpretq_f32_m128(a)))); +#else + double a0 = (double) vgetq_lane_f32(vreinterpretq_f32_m128(a), 0); + double a1 = (double) vgetq_lane_f32(vreinterpretq_f32_m128(a), 1); + return _mm_set_pd(a1, a0); +#endif +} + +// Cast vector of type __m128d to type __m128i. This intrinsic is only used for +// compilation and does not generate any instructions, thus it has zero latency. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_castpd_si128 +FORCE_INLINE __m128i _mm_castpd_si128(__m128d a) +{ + return vreinterpretq_m128i_s64(vreinterpretq_s64_m128d(a)); +} + +// Blend packed single-precision (32-bit) floating-point elements from a and b +// using mask, and store the results in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_blendv_ps +FORCE_INLINE __m128 _mm_blendv_ps(__m128 a, __m128 b, __m128 mask) +{ + return vreinterpretq_m128_f32(vbslq_f32(vreinterpretq_u32_m128(mask), + vreinterpretq_f32_m128(b), + vreinterpretq_f32_m128(a))); +} + +// Round the packed single-precision (32-bit) floating-point elements in a using +// the rounding parameter, and store the results as packed single-precision +// floating-point elements in dst. +// software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_round_ps +FORCE_INLINE __m128 _mm_round_ps(__m128 a, int rounding) +{ +#if defined(__aarch64__) + switch (rounding) { + case (_MM_FROUND_TO_NEAREST_INT | _MM_FROUND_NO_EXC): + return vreinterpretq_m128_f32(vrndnq_f32(vreinterpretq_f32_m128(a))); + case (_MM_FROUND_TO_NEG_INF | _MM_FROUND_NO_EXC): + return vreinterpretq_m128_f32(vrndmq_f32(vreinterpretq_f32_m128(a))); + case (_MM_FROUND_TO_POS_INF | _MM_FROUND_NO_EXC): + return vreinterpretq_m128_f32(vrndpq_f32(vreinterpretq_f32_m128(a))); + case (_MM_FROUND_TO_ZERO | _MM_FROUND_NO_EXC): + return vreinterpretq_m128_f32(vrndq_f32(vreinterpretq_f32_m128(a))); + default: //_MM_FROUND_CUR_DIRECTION + return vreinterpretq_m128_f32(vrndiq_f32(vreinterpretq_f32_m128(a))); + } +#else + float *v_float = (float *) &a; + __m128 zero, neg_inf, pos_inf; + + switch (rounding) { + case (_MM_FROUND_TO_NEAREST_INT | _MM_FROUND_NO_EXC): + return _mm_cvtepi32_ps(_mm_cvtps_epi32(a)); + case (_MM_FROUND_TO_NEG_INF | _MM_FROUND_NO_EXC): + return (__m128){floorf(v_float[0]), floorf(v_float[1]), + floorf(v_float[2]), floorf(v_float[3])}; + case (_MM_FROUND_TO_POS_INF | _MM_FROUND_NO_EXC): + return (__m128){ceilf(v_float[0]), ceilf(v_float[1]), ceilf(v_float[2]), + ceilf(v_float[3])}; + case (_MM_FROUND_TO_ZERO | _MM_FROUND_NO_EXC): + zero = _mm_set_ps(0.0f, 0.0f, 0.0f, 0.0f); + neg_inf = _mm_set_ps(floorf(v_float[0]), floorf(v_float[1]), + floorf(v_float[2]), floorf(v_float[3])); + pos_inf = _mm_set_ps(ceilf(v_float[0]), ceilf(v_float[1]), + ceilf(v_float[2]), ceilf(v_float[3])); + return _mm_blendv_ps(pos_inf, neg_inf, _mm_cmple_ps(a, zero)); + default: //_MM_FROUND_CUR_DIRECTION + return (__m128){roundf(v_float[0]), roundf(v_float[1]), + roundf(v_float[2]), roundf(v_float[3])}; + } +#endif +} + +// Convert packed single-precision (32-bit) floating-point elements in a to +// packed 32-bit integers, and store the results in dst. +// +// FOR j := 0 to 1 +// i := 32*j +// dst[i+31:i] := Convert_FP32_To_Int32(a[i+31:i]) +// ENDFOR +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_cvt_ps2pi +FORCE_INLINE __m64 _mm_cvt_ps2pi(__m128 a) +{ +#if defined(__aarch64__) + return vreinterpret_m64_s32( + vget_low_s32(vcvtnq_s32_f32(vreinterpretq_f32_m128(a)))); +#else + return vreinterpret_m64_s32( + vcvt_s32_f32(vget_low_f32(vreinterpretq_f32_m128( + _mm_round_ps(a, _MM_FROUND_TO_NEAREST_INT | _MM_FROUND_NO_EXC))))); +#endif +} + +// Round the packed single-precision (32-bit) floating-point elements in a up to +// an integer value, and store the results as packed single-precision +// floating-point elements in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_ceil_ps +FORCE_INLINE __m128 _mm_ceil_ps(__m128 a) +{ + return _mm_round_ps(a, _MM_FROUND_TO_POS_INF | _MM_FROUND_NO_EXC); +} + +// Round the packed single-precision (32-bit) floating-point elements in a down +// to an integer value, and store the results as packed single-precision +// floating-point elements in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_floor_ps +FORCE_INLINE __m128 _mm_floor_ps(__m128 a) +{ + return _mm_round_ps(a, _MM_FROUND_TO_NEG_INF | _MM_FROUND_NO_EXC); +} + + +// Load 128-bits of integer data from unaligned memory into dst. This intrinsic +// may perform better than _mm_loadu_si128 when the data crosses a cache line +// boundary. +// +// dst[127:0] := MEM[mem_addr+127:mem_addr] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_lddqu_si128 +#define _mm_lddqu_si128 _mm_loadu_si128 + +/* Miscellaneous Operations */ + +// Shifts the 8 signed 16-bit integers in a right by count bits while shifting +// in the sign bit. +// +// r0 := a0 >> count +// r1 := a1 >> count +// ... +// r7 := a7 >> count +// +// https://msdn.microsoft.com/en-us/library/3c9997dk(v%3dvs.90).aspx +FORCE_INLINE __m128i _mm_sra_epi16(__m128i a, __m128i count) +{ + int64_t c = (int64_t) vget_low_s64((int64x2_t) count); + if (c > 15) + return _mm_cmplt_epi16(a, _mm_setzero_si128()); + return vreinterpretq_m128i_s16(vshlq_s16((int16x8_t) a, vdupq_n_s16(-c))); +} + +// Shifts the 4 signed 32-bit integers in a right by count bits while shifting +// in the sign bit. +// +// r0 := a0 >> count +// r1 := a1 >> count +// r2 := a2 >> count +// r3 := a3 >> count +// +// https://msdn.microsoft.com/en-us/library/ce40009e(v%3dvs.100).aspx +FORCE_INLINE __m128i _mm_sra_epi32(__m128i a, __m128i count) +{ + int64_t c = (int64_t) vget_low_s64((int64x2_t) count); + if (c > 31) + return _mm_cmplt_epi32(a, _mm_setzero_si128()); + return vreinterpretq_m128i_s32(vshlq_s32((int32x4_t) a, vdupq_n_s32(-c))); +} + +// Packs the 16 signed 16-bit integers from a and b into 8-bit integers and +// saturates. +// https://msdn.microsoft.com/en-us/library/k4y4f7w5%28v=vs.90%29.aspx +FORCE_INLINE __m128i _mm_packs_epi16(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s8( + vcombine_s8(vqmovn_s16(vreinterpretq_s16_m128i(a)), + vqmovn_s16(vreinterpretq_s16_m128i(b)))); +} + +// Packs the 16 signed 16 - bit integers from a and b into 8 - bit unsigned +// integers and saturates. +// +// r0 := UnsignedSaturate(a0) +// r1 := UnsignedSaturate(a1) +// ... +// r7 := UnsignedSaturate(a7) +// r8 := UnsignedSaturate(b0) +// r9 := UnsignedSaturate(b1) +// ... +// r15 := UnsignedSaturate(b7) +// +// https://msdn.microsoft.com/en-us/library/07ad1wx4(v=vs.100).aspx +FORCE_INLINE __m128i _mm_packus_epi16(const __m128i a, const __m128i b) +{ + return vreinterpretq_m128i_u8( + vcombine_u8(vqmovun_s16(vreinterpretq_s16_m128i(a)), + vqmovun_s16(vreinterpretq_s16_m128i(b)))); +} + +// Packs the 8 signed 32-bit integers from a and b into signed 16-bit integers +// and saturates. +// +// r0 := SignedSaturate(a0) +// r1 := SignedSaturate(a1) +// r2 := SignedSaturate(a2) +// r3 := SignedSaturate(a3) +// r4 := SignedSaturate(b0) +// r5 := SignedSaturate(b1) +// r6 := SignedSaturate(b2) +// r7 := SignedSaturate(b3) +// +// https://msdn.microsoft.com/en-us/library/393t56f9%28v=vs.90%29.aspx +FORCE_INLINE __m128i _mm_packs_epi32(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_s16( + vcombine_s16(vqmovn_s32(vreinterpretq_s32_m128i(a)), + vqmovn_s32(vreinterpretq_s32_m128i(b)))); +} + +// Packs the 8 unsigned 32-bit integers from a and b into unsigned 16-bit +// integers and saturates. +// +// r0 := UnsignedSaturate(a0) +// r1 := UnsignedSaturate(a1) +// r2 := UnsignedSaturate(a2) +// r3 := UnsignedSaturate(a3) +// r4 := UnsignedSaturate(b0) +// r5 := UnsignedSaturate(b1) +// r6 := UnsignedSaturate(b2) +// r7 := UnsignedSaturate(b3) +FORCE_INLINE __m128i _mm_packus_epi32(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_u16( + vcombine_u16(vqmovun_s32(vreinterpretq_s32_m128i(a)), + vqmovun_s32(vreinterpretq_s32_m128i(b)))); +} + +// Interleaves the lower 8 signed or unsigned 8-bit integers in a with the lower +// 8 signed or unsigned 8-bit integers in b. +// +// r0 := a0 +// r1 := b0 +// r2 := a1 +// r3 := b1 +// ... +// r14 := a7 +// r15 := b7 +// +// https://msdn.microsoft.com/en-us/library/xf7k860c%28v=vs.90%29.aspx +FORCE_INLINE __m128i _mm_unpacklo_epi8(__m128i a, __m128i b) +{ +#if defined(__aarch64__) + return vreinterpretq_m128i_s8( + vzip1q_s8(vreinterpretq_s8_m128i(a), vreinterpretq_s8_m128i(b))); +#else + int8x8_t a1 = vreinterpret_s8_s16(vget_low_s16(vreinterpretq_s16_m128i(a))); + int8x8_t b1 = vreinterpret_s8_s16(vget_low_s16(vreinterpretq_s16_m128i(b))); + int8x8x2_t result = vzip_s8(a1, b1); + return vreinterpretq_m128i_s8(vcombine_s8(result.val[0], result.val[1])); +#endif +} + +// Interleaves the lower 4 signed or unsigned 16-bit integers in a with the +// lower 4 signed or unsigned 16-bit integers in b. +// +// r0 := a0 +// r1 := b0 +// r2 := a1 +// r3 := b1 +// r4 := a2 +// r5 := b2 +// r6 := a3 +// r7 := b3 +// +// https://msdn.microsoft.com/en-us/library/btxb17bw%28v=vs.90%29.aspx +FORCE_INLINE __m128i _mm_unpacklo_epi16(__m128i a, __m128i b) +{ +#if defined(__aarch64__) + return vreinterpretq_m128i_s16( + vzip1q_s16(vreinterpretq_s16_m128i(a), vreinterpretq_s16_m128i(b))); +#else + int16x4_t a1 = vget_low_s16(vreinterpretq_s16_m128i(a)); + int16x4_t b1 = vget_low_s16(vreinterpretq_s16_m128i(b)); + int16x4x2_t result = vzip_s16(a1, b1); + return vreinterpretq_m128i_s16(vcombine_s16(result.val[0], result.val[1])); +#endif +} + +// Interleaves the lower 2 signed or unsigned 32 - bit integers in a with the +// lower 2 signed or unsigned 32 - bit integers in b. +// +// r0 := a0 +// r1 := b0 +// r2 := a1 +// r3 := b1 +// +// https://msdn.microsoft.com/en-us/library/x8atst9d(v=vs.100).aspx +FORCE_INLINE __m128i _mm_unpacklo_epi32(__m128i a, __m128i b) +{ +#if defined(__aarch64__) + return vreinterpretq_m128i_s32( + vzip1q_s32(vreinterpretq_s32_m128i(a), vreinterpretq_s32_m128i(b))); +#else + int32x2_t a1 = vget_low_s32(vreinterpretq_s32_m128i(a)); + int32x2_t b1 = vget_low_s32(vreinterpretq_s32_m128i(b)); + int32x2x2_t result = vzip_s32(a1, b1); + return vreinterpretq_m128i_s32(vcombine_s32(result.val[0], result.val[1])); +#endif +} + +FORCE_INLINE __m128i _mm_unpacklo_epi64(__m128i a, __m128i b) +{ + int64x1_t a_l = vget_low_s64(vreinterpretq_s64_m128i(a)); + int64x1_t b_l = vget_low_s64(vreinterpretq_s64_m128i(b)); + return vreinterpretq_m128i_s64(vcombine_s64(a_l, b_l)); +} + +// Selects and interleaves the lower two single-precision, floating-point values +// from a and b. +// +// r0 := a0 +// r1 := b0 +// r2 := a1 +// r3 := b1 +// +// https://msdn.microsoft.com/en-us/library/25st103b%28v=vs.90%29.aspx +FORCE_INLINE __m128 _mm_unpacklo_ps(__m128 a, __m128 b) +{ +#if defined(__aarch64__) + return vreinterpretq_m128_f32( + vzip1q_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(b))); +#else + float32x2_t a1 = vget_low_f32(vreinterpretq_f32_m128(a)); + float32x2_t b1 = vget_low_f32(vreinterpretq_f32_m128(b)); + float32x2x2_t result = vzip_f32(a1, b1); + return vreinterpretq_m128_f32(vcombine_f32(result.val[0], result.val[1])); +#endif +} + +// Selects and interleaves the upper two single-precision, floating-point values +// from a and b. +// +// r0 := a2 +// r1 := b2 +// r2 := a3 +// r3 := b3 +// +// https://msdn.microsoft.com/en-us/library/skccxx7d%28v=vs.90%29.aspx +FORCE_INLINE __m128 _mm_unpackhi_ps(__m128 a, __m128 b) +{ +#if defined(__aarch64__) + return vreinterpretq_m128_f32( + vzip2q_f32(vreinterpretq_f32_m128(a), vreinterpretq_f32_m128(b))); +#else + float32x2_t a1 = vget_high_f32(vreinterpretq_f32_m128(a)); + float32x2_t b1 = vget_high_f32(vreinterpretq_f32_m128(b)); + float32x2x2_t result = vzip_f32(a1, b1); + return vreinterpretq_m128_f32(vcombine_f32(result.val[0], result.val[1])); +#endif +} + +// Interleaves the upper 8 signed or unsigned 8-bit integers in a with the upper +// 8 signed or unsigned 8-bit integers in b. +// +// r0 := a8 +// r1 := b8 +// r2 := a9 +// r3 := b9 +// ... +// r14 := a15 +// r15 := b15 +// +// https://msdn.microsoft.com/en-us/library/t5h7783k(v=vs.100).aspx +FORCE_INLINE __m128i _mm_unpackhi_epi8(__m128i a, __m128i b) +{ +#if defined(__aarch64__) + return vreinterpretq_m128i_s8( + vzip2q_s8(vreinterpretq_s8_m128i(a), vreinterpretq_s8_m128i(b))); +#else + int8x8_t a1 = + vreinterpret_s8_s16(vget_high_s16(vreinterpretq_s16_m128i(a))); + int8x8_t b1 = + vreinterpret_s8_s16(vget_high_s16(vreinterpretq_s16_m128i(b))); + int8x8x2_t result = vzip_s8(a1, b1); + return vreinterpretq_m128i_s8(vcombine_s8(result.val[0], result.val[1])); +#endif +} + +// Interleaves the upper 4 signed or unsigned 16-bit integers in a with the +// upper 4 signed or unsigned 16-bit integers in b. +// +// r0 := a4 +// r1 := b4 +// r2 := a5 +// r3 := b5 +// r4 := a6 +// r5 := b6 +// r6 := a7 +// r7 := b7 +// +// https://msdn.microsoft.com/en-us/library/03196cz7(v=vs.100).aspx +FORCE_INLINE __m128i _mm_unpackhi_epi16(__m128i a, __m128i b) +{ +#if defined(__aarch64__) + return vreinterpretq_m128i_s16( + vzip2q_s16(vreinterpretq_s16_m128i(a), vreinterpretq_s16_m128i(b))); +#else + int16x4_t a1 = vget_high_s16(vreinterpretq_s16_m128i(a)); + int16x4_t b1 = vget_high_s16(vreinterpretq_s16_m128i(b)); + int16x4x2_t result = vzip_s16(a1, b1); + return vreinterpretq_m128i_s16(vcombine_s16(result.val[0], result.val[1])); +#endif +} + +// Interleaves the upper 2 signed or unsigned 32-bit integers in a with the +// upper 2 signed or unsigned 32-bit integers in b. +// https://msdn.microsoft.com/en-us/library/65sa7cbs(v=vs.100).aspx +FORCE_INLINE __m128i _mm_unpackhi_epi32(__m128i a, __m128i b) +{ +#if defined(__aarch64__) + return vreinterpretq_m128i_s32( + vzip2q_s32(vreinterpretq_s32_m128i(a), vreinterpretq_s32_m128i(b))); +#else + int32x2_t a1 = vget_high_s32(vreinterpretq_s32_m128i(a)); + int32x2_t b1 = vget_high_s32(vreinterpretq_s32_m128i(b)); + int32x2x2_t result = vzip_s32(a1, b1); + return vreinterpretq_m128i_s32(vcombine_s32(result.val[0], result.val[1])); +#endif +} + +// Interleaves the upper signed or unsigned 64-bit integer in a with the +// upper signed or unsigned 64-bit integer in b. +// +// r0 := a1 +// r1 := b1 +FORCE_INLINE __m128i _mm_unpackhi_epi64(__m128i a, __m128i b) +{ + int64x1_t a_h = vget_high_s64(vreinterpretq_s64_m128i(a)); + int64x1_t b_h = vget_high_s64(vreinterpretq_s64_m128i(b)); + return vreinterpretq_m128i_s64(vcombine_s64(a_h, b_h)); +} + +// Horizontally compute the minimum amongst the packed unsigned 16-bit integers +// in a, store the minimum and index in dst, and zero the remaining bits in dst. +// +// index[2:0] := 0 +// min[15:0] := a[15:0] +// FOR j := 0 to 7 +// i := j*16 +// IF a[i+15:i] < min[15:0] +// index[2:0] := j +// min[15:0] := a[i+15:i] +// FI +// ENDFOR +// dst[15:0] := min[15:0] +// dst[18:16] := index[2:0] +// dst[127:19] := 0 +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_minpos_epu16 +FORCE_INLINE __m128i _mm_minpos_epu16(__m128i a) +{ + __m128i dst; + uint16_t min, idx = 0; + // Find the minimum value +#if defined(__aarch64__) + min = vminvq_u16(vreinterpretq_u16_m128i(a)); +#else + __m64 tmp; + tmp = vreinterpret_m64_u16( + vmin_u16(vget_low_u16(vreinterpretq_u16_m128i(a)), + vget_high_u16(vreinterpretq_u16_m128i(a)))); + tmp = vreinterpret_m64_u16( + vpmin_u16(vreinterpret_u16_m64(tmp), vreinterpret_u16_m64(tmp))); + tmp = vreinterpret_m64_u16( + vpmin_u16(vreinterpret_u16_m64(tmp), vreinterpret_u16_m64(tmp))); + min = vget_lane_u16(vreinterpret_u16_m64(tmp), 0); +#endif + // Get the index of the minimum value + int i; + for (i = 0; i < 8; i++) { + if (min == vgetq_lane_u16(vreinterpretq_u16_m128i(a), 0)) { + idx = (uint16_t) i; + break; + } + a = _mm_srli_si128(a, 2); + } + // Generate result + dst = _mm_setzero_si128(); + dst = vreinterpretq_m128i_u16( + vsetq_lane_u16(min, vreinterpretq_u16_m128i(dst), 0)); + dst = vreinterpretq_m128i_u16( + vsetq_lane_u16(idx, vreinterpretq_u16_m128i(dst), 1)); + return dst; +} + +// shift to right +// https://msdn.microsoft.com/en-us/library/bb514041(v=vs.120).aspx +// http://blog.csdn.net/hemmingway/article/details/44828303 +// Clang requires a macro here, as it is extremely picky about c being a +// literal. +#define _mm_alignr_epi8(a, b, c) \ + ((__m128i) vextq_s8((int8x16_t)(b), (int8x16_t)(a), (c))) + +// Compute the bitwise AND of 128 bits (representing integer data) in a and b, +// and set ZF to 1 if the result is zero, otherwise set ZF to 0. Compute the +// bitwise NOT of a and then AND with b, and set CF to 1 if the result is zero, +// otherwise set CF to 0. Return the CF value. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_testc_si128 +FORCE_INLINE int _mm_testc_si128(__m128i a, __m128i b) +{ + int64x2_t s64 = + vandq_s64(vreinterpretq_s64_s32(vmvnq_s32(vreinterpretq_s32_m128i(a))), + vreinterpretq_s64_m128i(b)); + return !(vgetq_lane_s64(s64, 0) | vgetq_lane_s64(s64, 1)); +} + +// Compute the bitwise AND of 128 bits (representing integer data) in a and b, +// and set ZF to 1 if the result is zero, otherwise set ZF to 0. Compute the +// bitwise NOT of a and then AND with b, and set CF to 1 if the result is zero, +// otherwise set CF to 0. Return the ZF value. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_testz_si128 +FORCE_INLINE int _mm_testz_si128(__m128i a, __m128i b) +{ + int64x2_t s64 = + vandq_s64(vreinterpretq_s64_m128i(a), vreinterpretq_s64_m128i(b)); + return !(vgetq_lane_s64(s64, 0) | vgetq_lane_s64(s64, 1)); +} + +// Extracts the selected signed or unsigned 8-bit integer from a and zero +// extends. +// FORCE_INLINE int _mm_extract_epi8(__m128i a, __constrange(0,16) int imm) +#define _mm_extract_epi8(a, imm) vgetq_lane_u8(vreinterpretq_u8_m128i(a), (imm)) + +// Inserts the least significant 8 bits of b into the selected 8-bit integer +// of a. +// FORCE_INLINE __m128i _mm_insert_epi8(__m128i a, int b, +// __constrange(0,16) int imm) +#define _mm_insert_epi8(a, b, imm) \ + __extension__({ \ + vreinterpretq_m128i_s8( \ + vsetq_lane_s8((b), vreinterpretq_s8_m128i(a), (imm))); \ + }) + +// Extracts the selected signed or unsigned 16-bit integer from a and zero +// extends. +// https://msdn.microsoft.com/en-us/library/6dceta0c(v=vs.100).aspx +// FORCE_INLINE int _mm_extract_epi16(__m128i a, __constrange(0,8) int imm) +#define _mm_extract_epi16(a, imm) \ + vgetq_lane_u16(vreinterpretq_u16_m128i(a), (imm)) + +// Inserts the least significant 16 bits of b into the selected 16-bit integer +// of a. +// https://msdn.microsoft.com/en-us/library/kaze8hz1%28v=vs.100%29.aspx +// FORCE_INLINE __m128i _mm_insert_epi16(__m128i a, int b, +// __constrange(0,8) int imm) +#define _mm_insert_epi16(a, b, imm) \ + __extension__({ \ + vreinterpretq_m128i_s16( \ + vsetq_lane_s16((b), vreinterpretq_s16_m128i(a), (imm))); \ + }) + +// Extracts the selected signed or unsigned 32-bit integer from a and zero +// extends. +// FORCE_INLINE int _mm_extract_epi32(__m128i a, __constrange(0,4) int imm) +#define _mm_extract_epi32(a, imm) \ + vgetq_lane_s32(vreinterpretq_s32_m128i(a), (imm)) + +// Extracts the selected single-precision (32-bit) floating-point from a. +// FORCE_INLINE int _mm_extract_ps(__m128 a, __constrange(0,4) int imm) +#define _mm_extract_ps(a, imm) vgetq_lane_s32(vreinterpretq_s32_m128(a), (imm)) + +// Inserts the least significant 32 bits of b into the selected 32-bit integer +// of a. +// FORCE_INLINE __m128i _mm_insert_epi32(__m128i a, int b, +// __constrange(0,4) int imm) +#define _mm_insert_epi32(a, b, imm) \ + __extension__({ \ + vreinterpretq_m128i_s32( \ + vsetq_lane_s32((b), vreinterpretq_s32_m128i(a), (imm))); \ + }) + +// Extracts the selected signed or unsigned 64-bit integer from a and zero +// extends. +// FORCE_INLINE __int64 _mm_extract_epi64(__m128i a, __constrange(0,2) int imm) +#define _mm_extract_epi64(a, imm) \ + vgetq_lane_s64(vreinterpretq_s64_m128i(a), (imm)) + +// Inserts the least significant 64 bits of b into the selected 64-bit integer +// of a. +// FORCE_INLINE __m128i _mm_insert_epi64(__m128i a, __int64 b, +// __constrange(0,2) int imm) +#define _mm_insert_epi64(a, b, imm) \ + __extension__({ \ + vreinterpretq_m128i_s64( \ + vsetq_lane_s64((b), vreinterpretq_s64_m128i(a), (imm))); \ + }) + +// Count the number of bits set to 1 in unsigned 32-bit integer a, and +// return that count in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_popcnt_u32 +FORCE_INLINE int _mm_popcnt_u32(unsigned int a) +{ +#if defined(__aarch64__) +#if __has_builtin(__builtin_popcount) + return __builtin_popcount(a); +#else + return (int) vaddlv_u8(vcnt_u8(vcreate_u8((uint64_t) a))); +#endif +#else + uint32_t count = 0; + uint8x8_t input_val, count8x8_val; + uint16x4_t count16x4_val; + uint32x2_t count32x2_val; + + input_val = vld1_u8((uint8_t *) &a); + count8x8_val = vcnt_u8(input_val); + count16x4_val = vpaddl_u8(count8x8_val); + count32x2_val = vpaddl_u16(count16x4_val); + + vst1_u32(&count, count32x2_val); + return count; +#endif +} + +// Count the number of bits set to 1 in unsigned 64-bit integer a, and +// return that count in dst. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_popcnt_u64 +FORCE_INLINE int64_t _mm_popcnt_u64(uint64_t a) +{ +#if defined(__aarch64__) +#if __has_builtin(__builtin_popcountll) + return __builtin_popcountll(a); +#else + return (int64_t) vaddlv_u8(vcnt_u8(vcreate_u8(a))); +#endif +#else + uint64_t count = 0; + uint8x8_t input_val, count8x8_val; + uint16x4_t count16x4_val; + uint32x2_t count32x2_val; + uint64x1_t count64x1_val; + + input_val = vld1_u8((uint8_t *) &a); + count8x8_val = vcnt_u8(input_val); + count16x4_val = vpaddl_u8(count8x8_val); + count32x2_val = vpaddl_u16(count16x4_val); + count64x1_val = vpaddl_u32(count32x2_val); + vst1_u64(&count, count64x1_val); + return count; +#endif +} + +// Macro: Transpose the 4x4 matrix formed by the 4 rows of single-precision +// (32-bit) floating-point elements in row0, row1, row2, and row3, and store the +// transposed matrix in these vectors (row0 now contains column 0, etc.). +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=MM_TRANSPOSE4_PS +#define _MM_TRANSPOSE4_PS(row0, row1, row2, row3) \ + do { \ + float32x4x2_t ROW01 = vtrnq_f32(row0, row1); \ + float32x4x2_t ROW23 = vtrnq_f32(row2, row3); \ + row0 = vcombine_f32(vget_low_f32(ROW01.val[0]), \ + vget_low_f32(ROW23.val[0])); \ + row1 = vcombine_f32(vget_low_f32(ROW01.val[1]), \ + vget_low_f32(ROW23.val[1])); \ + row2 = vcombine_f32(vget_high_f32(ROW01.val[0]), \ + vget_high_f32(ROW23.val[0])); \ + row3 = vcombine_f32(vget_high_f32(ROW01.val[1]), \ + vget_high_f32(ROW23.val[1])); \ + } while (0) + +/* Crypto Extensions */ + +#if defined(__ARM_FEATURE_CRYPTO) +// Wraps vmull_p64 +FORCE_INLINE uint64x2_t _sse2neon_vmull_p64(uint64x1_t _a, uint64x1_t _b) +{ + poly64_t a = vget_lane_p64(vreinterpret_p64_u64(_a), 0); + poly64_t b = vget_lane_p64(vreinterpret_p64_u64(_b), 0); + return vreinterpretq_u64_p128(vmull_p64(a, b)); +} +#else // ARMv7 polyfill +// ARMv7/some A64 lacks vmull_p64, but it has vmull_p8. +// +// vmull_p8 calculates 8 8-bit->16-bit polynomial multiplies, but we need a +// 64-bit->128-bit polynomial multiply. +// +// It needs some work and is somewhat slow, but it is still faster than all +// known scalar methods. +// +// Algorithm adapted to C from +// https://www.workofard.com/2017/07/ghash-for-low-end-cores/, which is adapted +// from "Fast Software Polynomial Multiplication on ARM Processors Using the +// NEON Engine" by Danilo Camara, Conrado Gouvea, Julio Lopez and Ricardo Dahab +// (https://hal.inria.fr/hal-01506572) +static uint64x2_t _sse2neon_vmull_p64(uint64x1_t _a, uint64x1_t _b) +{ + poly8x8_t a = vreinterpret_p8_u64(_a); + poly8x8_t b = vreinterpret_p8_u64(_b); + + // Masks + uint8x16_t k48_32 = vcombine_u8(vcreate_u8(0x0000ffffffffffff), + vcreate_u8(0x00000000ffffffff)); + uint8x16_t k16_00 = vcombine_u8(vcreate_u8(0x000000000000ffff), + vcreate_u8(0x0000000000000000)); + + // Do the multiplies, rotating with vext to get all combinations + uint8x16_t d = vreinterpretq_u8_p16(vmull_p8(a, b)); // D = A0 * B0 + uint8x16_t e = + vreinterpretq_u8_p16(vmull_p8(a, vext_p8(b, b, 1))); // E = A0 * B1 + uint8x16_t f = + vreinterpretq_u8_p16(vmull_p8(vext_p8(a, a, 1), b)); // F = A1 * B0 + uint8x16_t g = + vreinterpretq_u8_p16(vmull_p8(a, vext_p8(b, b, 2))); // G = A0 * B2 + uint8x16_t h = + vreinterpretq_u8_p16(vmull_p8(vext_p8(a, a, 2), b)); // H = A2 * B0 + uint8x16_t i = + vreinterpretq_u8_p16(vmull_p8(a, vext_p8(b, b, 3))); // I = A0 * B3 + uint8x16_t j = + vreinterpretq_u8_p16(vmull_p8(vext_p8(a, a, 3), b)); // J = A3 * B0 + uint8x16_t k = + vreinterpretq_u8_p16(vmull_p8(a, vext_p8(b, b, 4))); // L = A0 * B4 + + // Add cross products + uint8x16_t l = veorq_u8(e, f); // L = E + F + uint8x16_t m = veorq_u8(g, h); // M = G + H + uint8x16_t n = veorq_u8(i, j); // N = I + J + + // Interleave. Using vzip1 and vzip2 prevents Clang from emitting TBL + // instructions. +#if defined(__aarch64__) + uint8x16_t lm_p0 = vreinterpretq_u8_u64( + vzip1q_u64(vreinterpretq_u64_u8(l), vreinterpretq_u64_u8(m))); + uint8x16_t lm_p1 = vreinterpretq_u8_u64( + vzip2q_u64(vreinterpretq_u64_u8(l), vreinterpretq_u64_u8(m))); + uint8x16_t nk_p0 = vreinterpretq_u8_u64( + vzip1q_u64(vreinterpretq_u64_u8(n), vreinterpretq_u64_u8(k))); + uint8x16_t nk_p1 = vreinterpretq_u8_u64( + vzip2q_u64(vreinterpretq_u64_u8(n), vreinterpretq_u64_u8(k))); +#else + uint8x16_t lm_p0 = vcombine_u8(vget_low_u8(l), vget_low_u8(m)); + uint8x16_t lm_p1 = vcombine_u8(vget_high_u8(l), vget_high_u8(m)); + uint8x16_t nk_p0 = vcombine_u8(vget_low_u8(n), vget_low_u8(k)); + uint8x16_t nk_p1 = vcombine_u8(vget_high_u8(n), vget_high_u8(k)); +#endif + // t0 = (L) (P0 + P1) << 8 + // t1 = (M) (P2 + P3) << 16 + uint8x16_t t0t1_tmp = veorq_u8(lm_p0, lm_p1); + uint8x16_t t0t1_h = vandq_u8(lm_p1, k48_32); + uint8x16_t t0t1_l = veorq_u8(t0t1_tmp, t0t1_h); + + // t2 = (N) (P4 + P5) << 24 + // t3 = (K) (P6 + P7) << 32 + uint8x16_t t2t3_tmp = veorq_u8(nk_p0, nk_p1); + uint8x16_t t2t3_h = vandq_u8(nk_p1, k16_00); + uint8x16_t t2t3_l = veorq_u8(t2t3_tmp, t2t3_h); + + // De-interleave +#if defined(__aarch64__) + uint8x16_t t0 = vreinterpretq_u8_u64( + vuzp1q_u64(vreinterpretq_u64_u8(t0t1_l), vreinterpretq_u64_u8(t0t1_h))); + uint8x16_t t1 = vreinterpretq_u8_u64( + vuzp2q_u64(vreinterpretq_u64_u8(t0t1_l), vreinterpretq_u64_u8(t0t1_h))); + uint8x16_t t2 = vreinterpretq_u8_u64( + vuzp1q_u64(vreinterpretq_u64_u8(t2t3_l), vreinterpretq_u64_u8(t2t3_h))); + uint8x16_t t3 = vreinterpretq_u8_u64( + vuzp2q_u64(vreinterpretq_u64_u8(t2t3_l), vreinterpretq_u64_u8(t2t3_h))); +#else + uint8x16_t t1 = vcombine_u8(vget_high_u8(t0t1_l), vget_high_u8(t0t1_h)); + uint8x16_t t0 = vcombine_u8(vget_low_u8(t0t1_l), vget_low_u8(t0t1_h)); + uint8x16_t t3 = vcombine_u8(vget_high_u8(t2t3_l), vget_high_u8(t2t3_h)); + uint8x16_t t2 = vcombine_u8(vget_low_u8(t2t3_l), vget_low_u8(t2t3_h)); +#endif + // Shift the cross products + uint8x16_t t0_shift = vextq_u8(t0, t0, 15); // t0 << 8 + uint8x16_t t1_shift = vextq_u8(t1, t1, 14); // t1 << 16 + uint8x16_t t2_shift = vextq_u8(t2, t2, 13); // t2 << 24 + uint8x16_t t3_shift = vextq_u8(t3, t3, 12); // t3 << 32 + + // Accumulate the products + uint8x16_t cross1 = veorq_u8(t0_shift, t1_shift); + uint8x16_t cross2 = veorq_u8(t2_shift, t3_shift); + uint8x16_t mix = veorq_u8(d, cross1); + uint8x16_t r = veorq_u8(mix, cross2); + return vreinterpretq_u64_u8(r); +} +#endif // ARMv7 polyfill + +FORCE_INLINE __m128i _mm_clmulepi64_si128(__m128i _a, __m128i _b, const int imm) +{ + uint64x2_t a = vreinterpretq_u64_m128i(_a); + uint64x2_t b = vreinterpretq_u64_m128i(_b); + switch (imm & 0x11) { + case 0x00: + return vreinterpretq_m128i_u64( + _sse2neon_vmull_p64(vget_low_u64(a), vget_low_u64(b))); + case 0x01: + return vreinterpretq_m128i_u64( + _sse2neon_vmull_p64(vget_high_u64(a), vget_low_u64(b))); + case 0x10: + return vreinterpretq_m128i_u64( + _sse2neon_vmull_p64(vget_low_u64(a), vget_high_u64(b))); + case 0x11: + return vreinterpretq_m128i_u64( + _sse2neon_vmull_p64(vget_high_u64(a), vget_high_u64(b))); + default: + abort(); + } +} + +#if !defined(__ARM_FEATURE_CRYPTO) +/* clang-format off */ +#define SSE2NEON_AES_DATA(w) \ + { \ + w(0x63), w(0x7c), w(0x77), w(0x7b), w(0xf2), w(0x6b), w(0x6f), \ + w(0xc5), w(0x30), w(0x01), w(0x67), w(0x2b), w(0xfe), w(0xd7), \ + w(0xab), w(0x76), w(0xca), w(0x82), w(0xc9), w(0x7d), w(0xfa), \ + w(0x59), w(0x47), w(0xf0), w(0xad), w(0xd4), w(0xa2), w(0xaf), \ + w(0x9c), w(0xa4), w(0x72), w(0xc0), w(0xb7), w(0xfd), w(0x93), \ + w(0x26), w(0x36), w(0x3f), w(0xf7), w(0xcc), w(0x34), w(0xa5), \ + w(0xe5), w(0xf1), w(0x71), w(0xd8), w(0x31), w(0x15), w(0x04), \ + w(0xc7), w(0x23), w(0xc3), w(0x18), w(0x96), w(0x05), w(0x9a), \ + w(0x07), w(0x12), w(0x80), w(0xe2), w(0xeb), w(0x27), w(0xb2), \ + w(0x75), w(0x09), w(0x83), w(0x2c), w(0x1a), w(0x1b), w(0x6e), \ + w(0x5a), w(0xa0), w(0x52), w(0x3b), w(0xd6), w(0xb3), w(0x29), \ + w(0xe3), w(0x2f), w(0x84), w(0x53), w(0xd1), w(0x00), w(0xed), \ + w(0x20), w(0xfc), w(0xb1), w(0x5b), w(0x6a), w(0xcb), w(0xbe), \ + w(0x39), w(0x4a), w(0x4c), w(0x58), w(0xcf), w(0xd0), w(0xef), \ + w(0xaa), w(0xfb), w(0x43), w(0x4d), w(0x33), w(0x85), w(0x45), \ + w(0xf9), w(0x02), w(0x7f), w(0x50), w(0x3c), w(0x9f), w(0xa8), \ + w(0x51), w(0xa3), w(0x40), w(0x8f), w(0x92), w(0x9d), w(0x38), \ + w(0xf5), w(0xbc), w(0xb6), w(0xda), w(0x21), w(0x10), w(0xff), \ + w(0xf3), w(0xd2), w(0xcd), w(0x0c), w(0x13), w(0xec), w(0x5f), \ + w(0x97), w(0x44), w(0x17), w(0xc4), w(0xa7), w(0x7e), w(0x3d), \ + w(0x64), w(0x5d), w(0x19), w(0x73), w(0x60), w(0x81), w(0x4f), \ + w(0xdc), w(0x22), w(0x2a), w(0x90), w(0x88), w(0x46), w(0xee), \ + w(0xb8), w(0x14), w(0xde), w(0x5e), w(0x0b), w(0xdb), w(0xe0), \ + w(0x32), w(0x3a), w(0x0a), w(0x49), w(0x06), w(0x24), w(0x5c), \ + w(0xc2), w(0xd3), w(0xac), w(0x62), w(0x91), w(0x95), w(0xe4), \ + w(0x79), w(0xe7), w(0xc8), w(0x37), w(0x6d), w(0x8d), w(0xd5), \ + w(0x4e), w(0xa9), w(0x6c), w(0x56), w(0xf4), w(0xea), w(0x65), \ + w(0x7a), w(0xae), w(0x08), w(0xba), w(0x78), w(0x25), w(0x2e), \ + w(0x1c), w(0xa6), w(0xb4), w(0xc6), w(0xe8), w(0xdd), w(0x74), \ + w(0x1f), w(0x4b), w(0xbd), w(0x8b), w(0x8a), w(0x70), w(0x3e), \ + w(0xb5), w(0x66), w(0x48), w(0x03), w(0xf6), w(0x0e), w(0x61), \ + w(0x35), w(0x57), w(0xb9), w(0x86), w(0xc1), w(0x1d), w(0x9e), \ + w(0xe1), w(0xf8), w(0x98), w(0x11), w(0x69), w(0xd9), w(0x8e), \ + w(0x94), w(0x9b), w(0x1e), w(0x87), w(0xe9), w(0xce), w(0x55), \ + w(0x28), w(0xdf), w(0x8c), w(0xa1), w(0x89), w(0x0d), w(0xbf), \ + w(0xe6), w(0x42), w(0x68), w(0x41), w(0x99), w(0x2d), w(0x0f), \ + w(0xb0), w(0x54), w(0xbb), w(0x16) \ + } +/* clang-format on */ + +/* X Macro trick. See https://en.wikipedia.org/wiki/X_Macro */ +#define SSE2NEON_AES_H0(x) (x) +static const uint8_t SSE2NEON_sbox[256] = SSE2NEON_AES_DATA(SSE2NEON_AES_H0); +#undef SSE2NEON_AES_H0 + +// In the absence of crypto extensions, implement aesenc using regular neon +// intrinsics instead. See: +// https://www.workofard.com/2017/01/accelerated-aes-for-the-arm64-linux-kernel/ +// https://www.workofard.com/2017/07/ghash-for-low-end-cores/ and +// https://github.com/ColinIanKing/linux-next-mirror/blob/b5f466091e130caaf0735976648f72bd5e09aa84/crypto/aegis128-neon-inner.c#L52 +// for more information Reproduced with permission of the author. +FORCE_INLINE __m128i _mm_aesenc_si128(__m128i EncBlock, __m128i RoundKey) +{ +#if defined(__aarch64__) + static const uint8_t shift_rows[] = {0x0, 0x5, 0xa, 0xf, 0x4, 0x9, + 0xe, 0x3, 0x8, 0xd, 0x2, 0x7, + 0xc, 0x1, 0x6, 0xb}; + static const uint8_t ror32by8[] = {0x1, 0x2, 0x3, 0x0, 0x5, 0x6, 0x7, 0x4, + 0x9, 0xa, 0xb, 0x8, 0xd, 0xe, 0xf, 0xc}; + + uint8x16_t v; + uint8x16_t w = vreinterpretq_u8_m128i(EncBlock); + + // shift rows + w = vqtbl1q_u8(w, vld1q_u8(shift_rows)); + + // sub bytes + v = vqtbl4q_u8(vld1q_u8_x4(SSE2NEON_sbox), w); + v = vqtbx4q_u8(v, vld1q_u8_x4(SSE2NEON_sbox + 0x40), w - 0x40); + v = vqtbx4q_u8(v, vld1q_u8_x4(SSE2NEON_sbox + 0x80), w - 0x80); + v = vqtbx4q_u8(v, vld1q_u8_x4(SSE2NEON_sbox + 0xc0), w - 0xc0); + + // mix columns + w = (v << 1) ^ (uint8x16_t)(((int8x16_t) v >> 7) & 0x1b); + w ^= (uint8x16_t) vrev32q_u16((uint16x8_t) v); + w ^= vqtbl1q_u8(v ^ w, vld1q_u8(ror32by8)); + + // add round key + return vreinterpretq_m128i_u8(w) ^ RoundKey; + +#else /* ARMv7-A NEON implementation */ +#define SSE2NEON_AES_B2W(b0, b1, b2, b3) \ + (((uint32_t)(b3) << 24) | ((uint32_t)(b2) << 16) | ((uint32_t)(b1) << 8) | \ + (b0)) +#define SSE2NEON_AES_F2(x) ((x << 1) ^ (((x >> 7) & 1) * 0x011b /* WPOLY */)) +#define SSE2NEON_AES_F3(x) (SSE2NEON_AES_F2(x) ^ x) +#define SSE2NEON_AES_U0(p) \ + SSE2NEON_AES_B2W(SSE2NEON_AES_F2(p), p, p, SSE2NEON_AES_F3(p)) +#define SSE2NEON_AES_U1(p) \ + SSE2NEON_AES_B2W(SSE2NEON_AES_F3(p), SSE2NEON_AES_F2(p), p, p) +#define SSE2NEON_AES_U2(p) \ + SSE2NEON_AES_B2W(p, SSE2NEON_AES_F3(p), SSE2NEON_AES_F2(p), p) +#define SSE2NEON_AES_U3(p) \ + SSE2NEON_AES_B2W(p, p, SSE2NEON_AES_F3(p), SSE2NEON_AES_F2(p)) + static const uint32_t ALIGN_STRUCT(16) aes_table[4][256] = { + SSE2NEON_AES_DATA(SSE2NEON_AES_U0), + SSE2NEON_AES_DATA(SSE2NEON_AES_U1), + SSE2NEON_AES_DATA(SSE2NEON_AES_U2), + SSE2NEON_AES_DATA(SSE2NEON_AES_U3), + }; +#undef SSE2NEON_AES_B2W +#undef SSE2NEON_AES_F2 +#undef SSE2NEON_AES_F3 +#undef SSE2NEON_AES_U0 +#undef SSE2NEON_AES_U1 +#undef SSE2NEON_AES_U2 +#undef SSE2NEON_AES_U3 + + uint32_t x0 = _mm_cvtsi128_si32(EncBlock); + uint32_t x1 = _mm_cvtsi128_si32(_mm_shuffle_epi32(EncBlock, 0x55)); + uint32_t x2 = _mm_cvtsi128_si32(_mm_shuffle_epi32(EncBlock, 0xAA)); + uint32_t x3 = _mm_cvtsi128_si32(_mm_shuffle_epi32(EncBlock, 0xFF)); + + __m128i out = _mm_set_epi32( + (aes_table[0][x3 & 0xff] ^ aes_table[1][(x0 >> 8) & 0xff] ^ + aes_table[2][(x1 >> 16) & 0xff] ^ aes_table[3][x2 >> 24]), + (aes_table[0][x2 & 0xff] ^ aes_table[1][(x3 >> 8) & 0xff] ^ + aes_table[2][(x0 >> 16) & 0xff] ^ aes_table[3][x1 >> 24]), + (aes_table[0][x1 & 0xff] ^ aes_table[1][(x2 >> 8) & 0xff] ^ + aes_table[2][(x3 >> 16) & 0xff] ^ aes_table[3][x0 >> 24]), + (aes_table[0][x0 & 0xff] ^ aes_table[1][(x1 >> 8) & 0xff] ^ + aes_table[2][(x2 >> 16) & 0xff] ^ aes_table[3][x3 >> 24])); + + return _mm_xor_si128(out, RoundKey); +#endif +} + +FORCE_INLINE __m128i _mm_aesenclast_si128(__m128i a, __m128i RoundKey) +{ + /* FIXME: optimized for NEON */ + uint8_t v[4][4] = { + [0] = {SSE2NEON_sbox[vreinterpretq_nth_u8_m128i(a, 0)], + SSE2NEON_sbox[vreinterpretq_nth_u8_m128i(a, 5)], + SSE2NEON_sbox[vreinterpretq_nth_u8_m128i(a, 10)], + SSE2NEON_sbox[vreinterpretq_nth_u8_m128i(a, 15)]}, + [1] = {SSE2NEON_sbox[vreinterpretq_nth_u8_m128i(a, 4)], + SSE2NEON_sbox[vreinterpretq_nth_u8_m128i(a, 9)], + SSE2NEON_sbox[vreinterpretq_nth_u8_m128i(a, 14)], + SSE2NEON_sbox[vreinterpretq_nth_u8_m128i(a, 3)]}, + [2] = {SSE2NEON_sbox[vreinterpretq_nth_u8_m128i(a, 8)], + SSE2NEON_sbox[vreinterpretq_nth_u8_m128i(a, 13)], + SSE2NEON_sbox[vreinterpretq_nth_u8_m128i(a, 2)], + SSE2NEON_sbox[vreinterpretq_nth_u8_m128i(a, 7)]}, + [3] = {SSE2NEON_sbox[vreinterpretq_nth_u8_m128i(a, 12)], + SSE2NEON_sbox[vreinterpretq_nth_u8_m128i(a, 1)], + SSE2NEON_sbox[vreinterpretq_nth_u8_m128i(a, 6)], + SSE2NEON_sbox[vreinterpretq_nth_u8_m128i(a, 11)]}, + }; + for (int i = 0; i < 16; i++) + vreinterpretq_nth_u8_m128i(a, i) = + v[i / 4][i % 4] ^ vreinterpretq_nth_u8_m128i(RoundKey, i); + return a; +} + +// Emits the Advanced Encryption Standard (AES) instruction aeskeygenassist. +// This instruction generates a round key for AES encryption. See +// https://kazakov.life/2017/11/01/cryptocurrency-mining-on-ios-devices/ +// for details. +// +// https://msdn.microsoft.com/en-us/library/cc714138(v=vs.120).aspx +FORCE_INLINE __m128i _mm_aeskeygenassist_si128(__m128i key, const int rcon) +{ + uint32_t X1 = _mm_cvtsi128_si32(_mm_shuffle_epi32(key, 0x55)); + uint32_t X3 = _mm_cvtsi128_si32(_mm_shuffle_epi32(key, 0xFF)); + for (int i = 0; i < 4; ++i) { + ((uint8_t *) &X1)[i] = SSE2NEON_sbox[((uint8_t *) &X1)[i]]; + ((uint8_t *) &X3)[i] = SSE2NEON_sbox[((uint8_t *) &X3)[i]]; + } + return _mm_set_epi32(((X3 >> 8) | (X3 << 24)) ^ rcon, X3, + ((X1 >> 8) | (X1 << 24)) ^ rcon, X1); +} +#undef SSE2NEON_AES_DATA + +#else /* __ARM_FEATURE_CRYPTO */ +// Implements equivalent of 'aesenc' by combining AESE (with an empty key) and +// AESMC and then manually applying the real key as an xor operation. This +// unfortunately means an additional xor op; the compiler should be able to +// optimize this away for repeated calls however. See +// https://blog.michaelbrase.com/2018/05/08/emulating-x86-aes-intrinsics-on-armv8-a +// for more details. +FORCE_INLINE __m128i _mm_aesenc_si128(__m128i a, __m128i b) +{ + return vreinterpretq_m128i_u8( + vaesmcq_u8(vaeseq_u8(vreinterpretq_u8_m128i(a), vdupq_n_u8(0))) ^ + vreinterpretq_u8_m128i(b)); +} + +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_aesenclast_si128 +FORCE_INLINE __m128i _mm_aesenclast_si128(__m128i a, __m128i RoundKey) +{ + return _mm_xor_si128(vreinterpretq_m128i_u8(vaeseq_u8( + vreinterpretq_u8_m128i(a), vdupq_n_u8(0))), + RoundKey); +} + +FORCE_INLINE __m128i _mm_aeskeygenassist_si128(__m128i a, const int rcon) +{ + // AESE does ShiftRows and SubBytes on A + uint8x16_t u8 = vaeseq_u8(vreinterpretq_u8_m128i(a), vdupq_n_u8(0)); + + uint8x16_t dest = { + // Undo ShiftRows step from AESE and extract X1 and X3 + u8[0x4], u8[0x1], u8[0xE], u8[0xB], // SubBytes(X1) + u8[0x1], u8[0xE], u8[0xB], u8[0x4], // ROT(SubBytes(X1)) + u8[0xC], u8[0x9], u8[0x6], u8[0x3], // SubBytes(X3) + u8[0x9], u8[0x6], u8[0x3], u8[0xC], // ROT(SubBytes(X3)) + }; + uint32x4_t r = {0, (unsigned) rcon, 0, (unsigned) rcon}; + return vreinterpretq_m128i_u8(dest) ^ vreinterpretq_m128i_u32(r); +} +#endif + +/* Streaming Extensions */ + +// Guarantees that every preceding store is globally visible before any +// subsequent store. +// https://msdn.microsoft.com/en-us/library/5h2w73d1%28v=vs.90%29.aspx +FORCE_INLINE void _mm_sfence(void) +{ + __sync_synchronize(); +} + +// Store 128-bits (composed of 4 packed single-precision (32-bit) floating- +// point elements) from a into memory using a non-temporal memory hint. +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_stream_ps +FORCE_INLINE void _mm_stream_ps(float *p, __m128 a) +{ +#if __has_builtin(__builtin_nontemporal_store) + __builtin_nontemporal_store(a, (float32x4_t *) p); +#else + vst1q_f32(p, vreinterpretq_f32_m128(a)); +#endif +} + +// Stores the data in a to the address p without polluting the caches. If the +// cache line containing address p is already in the cache, the cache will be +// updated. +// https://msdn.microsoft.com/en-us/library/ba08y07y%28v=vs.90%29.aspx +FORCE_INLINE void _mm_stream_si128(__m128i *p, __m128i a) +{ +#if __has_builtin(__builtin_nontemporal_store) + __builtin_nontemporal_store(a, p); +#else + vst1q_s64((int64_t *) p, vreinterpretq_s64_m128i(a)); +#endif +} + +// Load 128-bits of integer data from memory into dst using a non-temporal +// memory hint. mem_addr must be aligned on a 16-byte boundary or a +// general-protection exception may be generated. +// +// dst[127:0] := MEM[mem_addr+127:mem_addr] +// +// https://software.intel.com/sites/landingpage/IntrinsicsGuide/#text=_mm_stream_load_si128 +FORCE_INLINE __m128i _mm_stream_load_si128(__m128i *p) +{ +#if __has_builtin(__builtin_nontemporal_store) + return __builtin_nontemporal_load(p); +#else + return vreinterpretq_m128i_s64(vld1q_s64((int64_t *) p)); +#endif +} + +// Cache line containing p is flushed and invalidated from all caches in the +// coherency domain. : +// https://msdn.microsoft.com/en-us/library/ba08y07y(v=vs.100).aspx +FORCE_INLINE void _mm_clflush(void const *p) +{ + (void) p; + // no corollary for Neon? +} + +// Allocate aligned blocks of memory. +// https://software.intel.com/en-us/ +// cpp-compiler-developer-guide-and-reference-allocating-and-freeing-aligned-memory-blocks +FORCE_INLINE void *_mm_malloc(size_t size, size_t align) +{ + void *ptr; + if (align == 1) + return malloc(size); + if (align == 2 || (sizeof(void *) == 8 && align == 4)) + align = sizeof(void *); + if (!posix_memalign(&ptr, align, size)) + return ptr; + return NULL; +} + +FORCE_INLINE void _mm_free(void *addr) +{ + free(addr); +} + +// Starting with the initial value in crc, accumulates a CRC32 value for +// unsigned 8-bit integer v. +// https://msdn.microsoft.com/en-us/library/bb514036(v=vs.100) +FORCE_INLINE uint32_t _mm_crc32_u8(uint32_t crc, uint8_t v) +{ +#if defined(__aarch64__) && defined(__ARM_FEATURE_CRC32) + __asm__ __volatile__("crc32cb %w[c], %w[c], %w[v]\n\t" + : [c] "+r"(crc) + : [v] "r"(v)); +#else + crc ^= v; + for (int bit = 0; bit < 8; bit++) { + if (crc & 1) + crc = (crc >> 1) ^ UINT32_C(0x82f63b78); + else + crc = (crc >> 1); + } +#endif + return crc; +} + +// Starting with the initial value in crc, accumulates a CRC32 value for +// unsigned 16-bit integer v. +// https://msdn.microsoft.com/en-us/library/bb531411(v=vs.100) +FORCE_INLINE uint32_t _mm_crc32_u16(uint32_t crc, uint16_t v) +{ +#if defined(__aarch64__) && defined(__ARM_FEATURE_CRC32) + __asm__ __volatile__("crc32ch %w[c], %w[c], %w[v]\n\t" + : [c] "+r"(crc) + : [v] "r"(v)); +#else + crc = _mm_crc32_u8(crc, v & 0xff); + crc = _mm_crc32_u8(crc, (v >> 8) & 0xff); +#endif + return crc; +} + +// Starting with the initial value in crc, accumulates a CRC32 value for +// unsigned 32-bit integer v. +// https://msdn.microsoft.com/en-us/library/bb531394(v=vs.100) +FORCE_INLINE uint32_t _mm_crc32_u32(uint32_t crc, uint32_t v) +{ +#if defined(__aarch64__) && defined(__ARM_FEATURE_CRC32) + __asm__ __volatile__("crc32cw %w[c], %w[c], %w[v]\n\t" + : [c] "+r"(crc) + : [v] "r"(v)); +#else + crc = _mm_crc32_u16(crc, v & 0xffff); + crc = _mm_crc32_u16(crc, (v >> 16) & 0xffff); +#endif + return crc; +} + +// Starting with the initial value in crc, accumulates a CRC32 value for +// unsigned 64-bit integer v. +// https://msdn.microsoft.com/en-us/library/bb514033(v=vs.100) +FORCE_INLINE uint64_t _mm_crc32_u64(uint64_t crc, uint64_t v) +{ +#if defined(__aarch64__) && defined(__ARM_FEATURE_CRC32) + __asm__ __volatile__("crc32cx %w[c], %w[c], %x[v]\n\t" + : [c] "+r"(crc) + : [v] "r"(v)); +#else + crc = _mm_crc32_u32((uint32_t)(crc), v & 0xffffffff); + crc = _mm_crc32_u32((uint32_t)(crc), (v >> 32) & 0xffffffff); +#endif + return crc; +} + +#if defined(__GNUC__) || defined(__clang__) +#pragma pop_macro("ALIGN_STRUCT") +#pragma pop_macro("FORCE_INLINE") +#endif + +#if defined(__GNUC__) +#pragma GCC pop_options +#endif + +#endif diff --git a/EXE version/main/libFLAC-8.dll b/EXE version/main/libFLAC-8.dll new file mode 100644 index 00000000..71f2e19d Binary files /dev/null and b/EXE version/main/libFLAC-8.dll differ diff --git a/EXE version/main/libcrypto-1_1.dll b/EXE version/main/libcrypto-1_1.dll new file mode 100644 index 00000000..05522c76 Binary files /dev/null and b/EXE version/main/libcrypto-1_1.dll differ diff --git a/EXE version/main/libffi-7.dll b/EXE version/main/libffi-7.dll new file mode 100644 index 00000000..8fd2e5e0 Binary files /dev/null and b/EXE version/main/libffi-7.dll differ diff --git a/EXE version/main/libfreetype-6.dll b/EXE version/main/libfreetype-6.dll new file mode 100644 index 00000000..16ef7771 Binary files /dev/null and b/EXE version/main/libfreetype-6.dll differ diff --git a/EXE version/main/libjpeg-9.dll b/EXE version/main/libjpeg-9.dll new file mode 100644 index 00000000..9a05528e Binary files /dev/null and b/EXE 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version/main/numpy/.libs/libopenblas.XWYDX2IKJW2NMTWSFYNGFUWKQU3LYTCZ.gfortran-win_amd64.dll new file mode 100644 index 00000000..a690bd3e Binary files /dev/null and b/EXE version/main/numpy/.libs/libopenblas.XWYDX2IKJW2NMTWSFYNGFUWKQU3LYTCZ.gfortran-win_amd64.dll differ diff --git a/EXE version/main/numpy/LICENSE.txt b/EXE version/main/numpy/LICENSE.txt new file mode 100644 index 00000000..04619f58 --- /dev/null +++ b/EXE version/main/numpy/LICENSE.txt @@ -0,0 +1,938 @@ + +---- + +This binary distribution of NumPy also bundles the following software: + + +Name: OpenBLAS +Files: extra-dll\libopenb*.dll +Description: bundled as a dynamically linked library +Availability: https://github.com/xianyi/OpenBLAS/ +License: 3-clause BSD + Copyright (c) 2011-2014, The OpenBLAS Project + All rights reserved. + + Redistribution and use in source and binary forms, with or without + modification, are permitted provided that the following conditions are + met: + + 1. 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If not, see . + +Also add information on how to contact you by electronic and paper mail. + + If the program does terminal interaction, make it output a short +notice like this when it starts in an interactive mode: + + Copyright (C) + This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. + This is free software, and you are welcome to redistribute it + under certain conditions; type `show c' for details. + +The hypothetical commands `show w' and `show c' should show the appropriate +parts of the General Public License. Of course, your program's commands +might be different; for a GUI interface, you would use an "about box". + + You should also get your employer (if you work as a programmer) or school, +if any, to sign a "copyright disclaimer" for the program, if necessary. +For more information on this, and how to apply and follow the GNU GPL, see +. + + The GNU General Public License does not permit incorporating your program +into proprietary programs. If your program is a subroutine library, you +may consider it more useful to permit linking proprietary applications with +the library. If this is what you want to do, use the GNU Lesser General +Public License instead of this License. But first, please read +. diff --git a/EXE version/main/numpy/__init__.cython-30.pxd b/EXE version/main/numpy/__init__.cython-30.pxd new file mode 100644 index 00000000..42a46d0b --- /dev/null +++ b/EXE version/main/numpy/__init__.cython-30.pxd @@ -0,0 +1,1053 @@ +# NumPy static imports for Cython >= 3.0 +# +# If any of the PyArray_* functions are called, import_array must be +# called first. This is done automatically by Cython 3.0+ if a call +# is not detected inside of the module. +# +# Author: Dag Sverre Seljebotn +# + +from cpython.ref cimport Py_INCREF +from cpython.object cimport PyObject, PyTypeObject, PyObject_TypeCheck +cimport libc.stdio as stdio + + +cdef extern from *: + # Leave a marker that the NumPy declarations came from NumPy itself and not from Cython. + # See https://github.com/cython/cython/issues/3573 + """ + /* Using NumPy API declarations from "numpy/__init__.cython-30.pxd" */ + """ + + +cdef extern from "Python.h": + ctypedef Py_ssize_t Py_intptr_t + +cdef extern from "numpy/arrayobject.h": + ctypedef Py_intptr_t npy_intp + ctypedef size_t npy_uintp + + cdef enum NPY_TYPES: + NPY_BOOL + NPY_BYTE + NPY_UBYTE + NPY_SHORT + NPY_USHORT + NPY_INT + NPY_UINT + NPY_LONG + NPY_ULONG + NPY_LONGLONG + NPY_ULONGLONG + NPY_FLOAT + NPY_DOUBLE + NPY_LONGDOUBLE + NPY_CFLOAT + NPY_CDOUBLE + NPY_CLONGDOUBLE + NPY_OBJECT + NPY_STRING + NPY_UNICODE + NPY_VOID + NPY_DATETIME + NPY_TIMEDELTA + NPY_NTYPES + NPY_NOTYPE + + NPY_INT8 + NPY_INT16 + NPY_INT32 + NPY_INT64 + NPY_INT128 + NPY_INT256 + NPY_UINT8 + NPY_UINT16 + NPY_UINT32 + NPY_UINT64 + NPY_UINT128 + NPY_UINT256 + NPY_FLOAT16 + NPY_FLOAT32 + NPY_FLOAT64 + NPY_FLOAT80 + NPY_FLOAT96 + NPY_FLOAT128 + NPY_FLOAT256 + NPY_COMPLEX32 + NPY_COMPLEX64 + NPY_COMPLEX128 + NPY_COMPLEX160 + NPY_COMPLEX192 + NPY_COMPLEX256 + NPY_COMPLEX512 + + NPY_INTP + + ctypedef enum NPY_ORDER: + NPY_ANYORDER + NPY_CORDER + NPY_FORTRANORDER + NPY_KEEPORDER + + ctypedef enum NPY_CASTING: + NPY_NO_CASTING + NPY_EQUIV_CASTING + NPY_SAFE_CASTING + NPY_SAME_KIND_CASTING + NPY_UNSAFE_CASTING + + ctypedef enum NPY_CLIPMODE: + NPY_CLIP + NPY_WRAP + NPY_RAISE + + ctypedef enum NPY_SCALARKIND: + NPY_NOSCALAR, + NPY_BOOL_SCALAR, + NPY_INTPOS_SCALAR, + NPY_INTNEG_SCALAR, + NPY_FLOAT_SCALAR, + NPY_COMPLEX_SCALAR, + NPY_OBJECT_SCALAR + + ctypedef enum NPY_SORTKIND: + NPY_QUICKSORT + NPY_HEAPSORT + NPY_MERGESORT + + ctypedef enum NPY_SEARCHSIDE: + NPY_SEARCHLEFT + NPY_SEARCHRIGHT + + enum: + # DEPRECATED since NumPy 1.7 ! Do not use in new code! + NPY_C_CONTIGUOUS + NPY_F_CONTIGUOUS + NPY_CONTIGUOUS + NPY_FORTRAN + NPY_OWNDATA + NPY_FORCECAST + NPY_ENSURECOPY + NPY_ENSUREARRAY + NPY_ELEMENTSTRIDES + NPY_ALIGNED + NPY_NOTSWAPPED + NPY_WRITEABLE + NPY_UPDATEIFCOPY + NPY_ARR_HAS_DESCR + + NPY_BEHAVED + NPY_BEHAVED_NS + NPY_CARRAY + NPY_CARRAY_RO + NPY_FARRAY + NPY_FARRAY_RO + NPY_DEFAULT + + NPY_IN_ARRAY + NPY_OUT_ARRAY + NPY_INOUT_ARRAY + NPY_IN_FARRAY + NPY_OUT_FARRAY + NPY_INOUT_FARRAY + + NPY_UPDATE_ALL + + enum: + # Added in NumPy 1.7 to replace the deprecated enums above. + NPY_ARRAY_C_CONTIGUOUS + NPY_ARRAY_F_CONTIGUOUS + NPY_ARRAY_OWNDATA + NPY_ARRAY_FORCECAST + NPY_ARRAY_ENSURECOPY + NPY_ARRAY_ENSUREARRAY + NPY_ARRAY_ELEMENTSTRIDES + NPY_ARRAY_ALIGNED + NPY_ARRAY_NOTSWAPPED + NPY_ARRAY_WRITEABLE + NPY_ARRAY_UPDATEIFCOPY + + NPY_ARRAY_BEHAVED + NPY_ARRAY_BEHAVED_NS + NPY_ARRAY_CARRAY + NPY_ARRAY_CARRAY_RO + NPY_ARRAY_FARRAY + NPY_ARRAY_FARRAY_RO + NPY_ARRAY_DEFAULT + + NPY_ARRAY_IN_ARRAY + NPY_ARRAY_OUT_ARRAY + NPY_ARRAY_INOUT_ARRAY + NPY_ARRAY_IN_FARRAY + NPY_ARRAY_OUT_FARRAY + NPY_ARRAY_INOUT_FARRAY + + NPY_ARRAY_UPDATE_ALL + + cdef enum: + NPY_MAXDIMS + + npy_intp NPY_MAX_ELSIZE + + ctypedef void (*PyArray_VectorUnaryFunc)(void *, void *, npy_intp, void *, void *) + + ctypedef struct PyArray_ArrayDescr: + # shape is a tuple, but Cython doesn't support "tuple shape" + # inside a non-PyObject declaration, so we have to declare it + # as just a PyObject*. + PyObject* shape + + ctypedef struct PyArray_Descr: + pass + + ctypedef class numpy.dtype [object PyArray_Descr, check_size ignore]: + # Use PyDataType_* macros when possible, however there are no macros + # for accessing some of the fields, so some are defined. + cdef PyTypeObject* typeobj + cdef char kind + cdef char type + # Numpy sometimes mutates this without warning (e.g. it'll + # sometimes change "|" to "<" in shared dtype objects on + # little-endian machines). If this matters to you, use + # PyArray_IsNativeByteOrder(dtype.byteorder) instead of + # directly accessing this field. + cdef char byteorder + cdef char flags + cdef int type_num + cdef int itemsize "elsize" + cdef int alignment + cdef object fields + cdef tuple names + # Use PyDataType_HASSUBARRAY to test whether this field is + # valid (the pointer can be NULL). Most users should access + # this field via the inline helper method PyDataType_SHAPE. + cdef PyArray_ArrayDescr* subarray + + ctypedef class numpy.flatiter [object PyArrayIterObject, check_size ignore]: + # Use through macros + pass + + ctypedef class numpy.broadcast [object PyArrayMultiIterObject, check_size ignore]: + # Use through macros + pass + + ctypedef struct PyArrayObject: + # For use in situations where ndarray can't replace PyArrayObject*, + # like PyArrayObject**. + pass + + ctypedef class numpy.ndarray [object PyArrayObject, check_size ignore]: + cdef __cythonbufferdefaults__ = {"mode": "strided"} + + # NOTE: no field declarations since direct access is deprecated since NumPy 1.7 + # Instead, we use properties that map to the corresponding C-API functions. + + @property + cdef inline PyObject* base(self) nogil: + """Returns a borrowed reference to the object owning the data/memory. + """ + return PyArray_BASE(self) + + @property + cdef inline dtype descr(self): + """Returns an owned reference to the dtype of the array. + """ + return PyArray_DESCR(self) + + @property + cdef inline int ndim(self) nogil: + """Returns the number of dimensions in the array. + """ + return PyArray_NDIM(self) + + @property + cdef inline npy_intp *shape(self) nogil: + """Returns a pointer to the dimensions/shape of the array. + The number of elements matches the number of dimensions of the array (ndim). + Can return NULL for 0-dimensional arrays. + """ + return PyArray_DIMS(self) + + @property + cdef inline npy_intp *strides(self) nogil: + """Returns a pointer to the strides of the array. + The number of elements matches the number of dimensions of the array (ndim). + """ + return PyArray_STRIDES(self) + + @property + cdef inline npy_intp size(self) nogil: + """Returns the total size (in number of elements) of the array. + """ + return PyArray_SIZE(self) + + @property + cdef inline char* data(self) nogil: + """The pointer to the data buffer as a char*. + This is provided for legacy reasons to avoid direct struct field access. + For new code that needs this access, you probably want to cast the result + of `PyArray_DATA()` instead, which returns a 'void*'. + """ + return PyArray_BYTES(self) + + ctypedef unsigned char npy_bool + + ctypedef signed char npy_byte + ctypedef signed short npy_short + ctypedef signed int npy_int + ctypedef signed long npy_long + ctypedef signed long long npy_longlong + + ctypedef unsigned char npy_ubyte + ctypedef unsigned short npy_ushort + ctypedef unsigned int npy_uint + ctypedef unsigned long npy_ulong + ctypedef unsigned long long npy_ulonglong + + ctypedef float npy_float + ctypedef double npy_double + ctypedef long double npy_longdouble + + ctypedef signed char npy_int8 + ctypedef signed short npy_int16 + ctypedef signed int npy_int32 + ctypedef signed long long npy_int64 + ctypedef signed long long npy_int96 + ctypedef signed long long npy_int128 + + ctypedef unsigned char npy_uint8 + ctypedef unsigned short npy_uint16 + ctypedef unsigned int npy_uint32 + ctypedef unsigned long long npy_uint64 + ctypedef unsigned long long npy_uint96 + ctypedef unsigned long long npy_uint128 + + ctypedef float npy_float32 + ctypedef double npy_float64 + ctypedef long double npy_float80 + ctypedef long double npy_float96 + ctypedef long double npy_float128 + + ctypedef struct npy_cfloat: + float real + float imag + + ctypedef struct npy_cdouble: + double real + double imag + + ctypedef struct npy_clongdouble: + long double real + long double imag + + ctypedef struct npy_complex64: + float real + float imag + + ctypedef struct npy_complex128: + double real + double imag + + ctypedef struct npy_complex160: + long double real + long double imag + + ctypedef struct npy_complex192: + long double real + long double imag + + ctypedef struct npy_complex256: + long double real + long double imag + + ctypedef struct PyArray_Dims: + npy_intp *ptr + int len + + int _import_array() except -1 + # A second definition so _import_array isn't marked as used when we use it here. + # Do not use - subject to change any time. + int __pyx_import_array "_import_array"() except -1 + + # + # Macros from ndarrayobject.h + # + bint PyArray_CHKFLAGS(ndarray m, int flags) nogil + bint PyArray_IS_C_CONTIGUOUS(ndarray arr) nogil + bint PyArray_IS_F_CONTIGUOUS(ndarray arr) nogil + bint PyArray_ISCONTIGUOUS(ndarray m) nogil + bint PyArray_ISWRITEABLE(ndarray m) nogil + bint PyArray_ISALIGNED(ndarray m) nogil + + int PyArray_NDIM(ndarray) nogil + bint PyArray_ISONESEGMENT(ndarray) nogil + bint PyArray_ISFORTRAN(ndarray) nogil + int PyArray_FORTRANIF(ndarray) nogil + + void* PyArray_DATA(ndarray) nogil + char* PyArray_BYTES(ndarray) nogil + + npy_intp* PyArray_DIMS(ndarray) nogil + npy_intp* PyArray_STRIDES(ndarray) nogil + npy_intp PyArray_DIM(ndarray, size_t) nogil + npy_intp PyArray_STRIDE(ndarray, size_t) nogil + + PyObject *PyArray_BASE(ndarray) nogil # returns borrowed reference! + PyArray_Descr *PyArray_DESCR(ndarray) nogil # returns borrowed reference to dtype! + PyArray_Descr *PyArray_DTYPE(ndarray) nogil # returns borrowed reference to dtype! NP 1.7+ alias for descr. + int PyArray_FLAGS(ndarray) nogil + void PyArray_CLEARFLAGS(ndarray, int flags) nogil # Added in NumPy 1.7 + void PyArray_ENABLEFLAGS(ndarray, int flags) nogil # Added in NumPy 1.7 + npy_intp PyArray_ITEMSIZE(ndarray) nogil + int PyArray_TYPE(ndarray arr) nogil + + object PyArray_GETITEM(ndarray arr, void *itemptr) + int PyArray_SETITEM(ndarray arr, void *itemptr, object obj) + + bint PyTypeNum_ISBOOL(int) nogil + bint PyTypeNum_ISUNSIGNED(int) nogil + bint PyTypeNum_ISSIGNED(int) nogil + bint PyTypeNum_ISINTEGER(int) nogil + bint PyTypeNum_ISFLOAT(int) nogil + bint PyTypeNum_ISNUMBER(int) nogil + bint PyTypeNum_ISSTRING(int) nogil + bint PyTypeNum_ISCOMPLEX(int) nogil + bint PyTypeNum_ISPYTHON(int) nogil + bint PyTypeNum_ISFLEXIBLE(int) nogil + bint PyTypeNum_ISUSERDEF(int) nogil + bint PyTypeNum_ISEXTENDED(int) nogil + bint PyTypeNum_ISOBJECT(int) nogil + + bint PyDataType_ISBOOL(dtype) nogil + bint PyDataType_ISUNSIGNED(dtype) nogil + bint PyDataType_ISSIGNED(dtype) nogil + bint PyDataType_ISINTEGER(dtype) nogil + bint PyDataType_ISFLOAT(dtype) nogil + bint PyDataType_ISNUMBER(dtype) nogil + bint PyDataType_ISSTRING(dtype) nogil + bint PyDataType_ISCOMPLEX(dtype) nogil + bint PyDataType_ISPYTHON(dtype) nogil + bint PyDataType_ISFLEXIBLE(dtype) nogil + bint PyDataType_ISUSERDEF(dtype) nogil + bint PyDataType_ISEXTENDED(dtype) nogil + bint PyDataType_ISOBJECT(dtype) nogil + bint PyDataType_HASFIELDS(dtype) nogil + bint PyDataType_HASSUBARRAY(dtype) nogil + + bint PyArray_ISBOOL(ndarray) nogil + bint PyArray_ISUNSIGNED(ndarray) nogil + bint PyArray_ISSIGNED(ndarray) nogil + bint PyArray_ISINTEGER(ndarray) nogil + bint PyArray_ISFLOAT(ndarray) nogil + bint PyArray_ISNUMBER(ndarray) nogil + bint PyArray_ISSTRING(ndarray) nogil + bint PyArray_ISCOMPLEX(ndarray) nogil + bint PyArray_ISPYTHON(ndarray) nogil + bint PyArray_ISFLEXIBLE(ndarray) nogil + bint PyArray_ISUSERDEF(ndarray) nogil + bint PyArray_ISEXTENDED(ndarray) nogil + bint PyArray_ISOBJECT(ndarray) nogil + bint PyArray_HASFIELDS(ndarray) nogil + + bint PyArray_ISVARIABLE(ndarray) nogil + + bint PyArray_SAFEALIGNEDCOPY(ndarray) nogil + bint PyArray_ISNBO(char) nogil # works on ndarray.byteorder + bint PyArray_IsNativeByteOrder(char) nogil # works on ndarray.byteorder + bint PyArray_ISNOTSWAPPED(ndarray) nogil + bint PyArray_ISBYTESWAPPED(ndarray) nogil + + bint PyArray_FLAGSWAP(ndarray, int) nogil + + bint PyArray_ISCARRAY(ndarray) nogil + bint PyArray_ISCARRAY_RO(ndarray) nogil + bint PyArray_ISFARRAY(ndarray) nogil + bint PyArray_ISFARRAY_RO(ndarray) nogil + bint PyArray_ISBEHAVED(ndarray) nogil + bint PyArray_ISBEHAVED_RO(ndarray) nogil + + + bint PyDataType_ISNOTSWAPPED(dtype) nogil + bint PyDataType_ISBYTESWAPPED(dtype) nogil + + bint PyArray_DescrCheck(object) + + bint PyArray_Check(object) + bint PyArray_CheckExact(object) + + # Cannot be supported due to out arg: + # bint PyArray_HasArrayInterfaceType(object, dtype, object, object&) + # bint PyArray_HasArrayInterface(op, out) + + + bint PyArray_IsZeroDim(object) + # Cannot be supported due to ## ## in macro: + # bint PyArray_IsScalar(object, verbatim work) + bint PyArray_CheckScalar(object) + bint PyArray_IsPythonNumber(object) + bint PyArray_IsPythonScalar(object) + bint PyArray_IsAnyScalar(object) + bint PyArray_CheckAnyScalar(object) + + ndarray PyArray_GETCONTIGUOUS(ndarray) + bint PyArray_SAMESHAPE(ndarray, ndarray) nogil + npy_intp PyArray_SIZE(ndarray) nogil + npy_intp PyArray_NBYTES(ndarray) nogil + + object PyArray_FROM_O(object) + object PyArray_FROM_OF(object m, int flags) + object PyArray_FROM_OT(object m, int type) + object PyArray_FROM_OTF(object m, int type, int flags) + object PyArray_FROMANY(object m, int type, int min, int max, int flags) + object PyArray_ZEROS(int nd, npy_intp* dims, int type, int fortran) + object PyArray_EMPTY(int nd, npy_intp* dims, int type, int fortran) + void PyArray_FILLWBYTE(object, int val) + npy_intp PyArray_REFCOUNT(object) + object PyArray_ContiguousFromAny(op, int, int min_depth, int max_depth) + unsigned char PyArray_EquivArrTypes(ndarray a1, ndarray a2) + bint PyArray_EquivByteorders(int b1, int b2) nogil + object PyArray_SimpleNew(int nd, npy_intp* dims, int typenum) + object PyArray_SimpleNewFromData(int nd, npy_intp* dims, int typenum, void* data) + #object PyArray_SimpleNewFromDescr(int nd, npy_intp* dims, dtype descr) + object PyArray_ToScalar(void* data, ndarray arr) + + void* PyArray_GETPTR1(ndarray m, npy_intp i) nogil + void* PyArray_GETPTR2(ndarray m, npy_intp i, npy_intp j) nogil + void* PyArray_GETPTR3(ndarray m, npy_intp i, npy_intp j, npy_intp k) nogil + void* PyArray_GETPTR4(ndarray m, npy_intp i, npy_intp j, npy_intp k, npy_intp l) nogil + + void PyArray_XDECREF_ERR(ndarray) + # Cannot be supported due to out arg + # void PyArray_DESCR_REPLACE(descr) + + + object PyArray_Copy(ndarray) + object PyArray_FromObject(object op, int type, int min_depth, int max_depth) + object PyArray_ContiguousFromObject(object op, int type, int min_depth, int max_depth) + object PyArray_CopyFromObject(object op, int type, int min_depth, int max_depth) + + object PyArray_Cast(ndarray mp, int type_num) + object PyArray_Take(ndarray ap, object items, int axis) + object PyArray_Put(ndarray ap, object items, object values) + + void PyArray_ITER_RESET(flatiter it) nogil + void PyArray_ITER_NEXT(flatiter it) nogil + void PyArray_ITER_GOTO(flatiter it, npy_intp* destination) nogil + void PyArray_ITER_GOTO1D(flatiter it, npy_intp ind) nogil + void* PyArray_ITER_DATA(flatiter it) nogil + bint PyArray_ITER_NOTDONE(flatiter it) nogil + + void PyArray_MultiIter_RESET(broadcast multi) nogil + void PyArray_MultiIter_NEXT(broadcast multi) nogil + void PyArray_MultiIter_GOTO(broadcast multi, npy_intp dest) nogil + void PyArray_MultiIter_GOTO1D(broadcast multi, npy_intp ind) nogil + void* PyArray_MultiIter_DATA(broadcast multi, npy_intp i) nogil + void PyArray_MultiIter_NEXTi(broadcast multi, npy_intp i) nogil + bint PyArray_MultiIter_NOTDONE(broadcast multi) nogil + + # Functions from __multiarray_api.h + + # Functions taking dtype and returning object/ndarray are disabled + # for now as they steal dtype references. I'm conservative and disable + # more than is probably needed until it can be checked further. + int PyArray_SetNumericOps (object) + object PyArray_GetNumericOps () + int PyArray_INCREF (ndarray) + int PyArray_XDECREF (ndarray) + void PyArray_SetStringFunction (object, int) + dtype PyArray_DescrFromType (int) + object PyArray_TypeObjectFromType (int) + char * PyArray_Zero (ndarray) + char * PyArray_One (ndarray) + #object PyArray_CastToType (ndarray, dtype, int) + int PyArray_CastTo (ndarray, ndarray) + int PyArray_CastAnyTo (ndarray, ndarray) + int PyArray_CanCastSafely (int, int) + npy_bool PyArray_CanCastTo (dtype, dtype) + int PyArray_ObjectType (object, int) + dtype PyArray_DescrFromObject (object, dtype) + #ndarray* PyArray_ConvertToCommonType (object, int *) + dtype PyArray_DescrFromScalar (object) + dtype PyArray_DescrFromTypeObject (object) + npy_intp PyArray_Size (object) + #object PyArray_Scalar (void *, dtype, object) + #object PyArray_FromScalar (object, dtype) + void PyArray_ScalarAsCtype (object, void *) + #int PyArray_CastScalarToCtype (object, void *, dtype) + #int PyArray_CastScalarDirect (object, dtype, void *, int) + object PyArray_ScalarFromObject (object) + #PyArray_VectorUnaryFunc * PyArray_GetCastFunc (dtype, int) + object PyArray_FromDims (int, int *, int) + #object PyArray_FromDimsAndDataAndDescr (int, int *, dtype, char *) + #object PyArray_FromAny (object, dtype, int, int, int, object) + object PyArray_EnsureArray (object) + object PyArray_EnsureAnyArray (object) + #object PyArray_FromFile (stdio.FILE *, dtype, npy_intp, char *) + #object PyArray_FromString (char *, npy_intp, dtype, npy_intp, char *) + #object PyArray_FromBuffer (object, dtype, npy_intp, npy_intp) + #object PyArray_FromIter (object, dtype, npy_intp) + object PyArray_Return (ndarray) + #object PyArray_GetField (ndarray, dtype, int) + #int PyArray_SetField (ndarray, dtype, int, object) + object PyArray_Byteswap (ndarray, npy_bool) + object PyArray_Resize (ndarray, PyArray_Dims *, int, NPY_ORDER) + int PyArray_MoveInto (ndarray, ndarray) + int PyArray_CopyInto (ndarray, ndarray) + int PyArray_CopyAnyInto (ndarray, ndarray) + int PyArray_CopyObject (ndarray, object) + object PyArray_NewCopy (ndarray, NPY_ORDER) + object PyArray_ToList (ndarray) + object PyArray_ToString (ndarray, NPY_ORDER) + int PyArray_ToFile (ndarray, stdio.FILE *, char *, char *) + int PyArray_Dump (object, object, int) + object PyArray_Dumps (object, int) + int PyArray_ValidType (int) + void PyArray_UpdateFlags (ndarray, int) + object PyArray_New (type, int, npy_intp *, int, npy_intp *, void *, int, int, object) + #object PyArray_NewFromDescr (type, dtype, int, npy_intp *, npy_intp *, void *, int, object) + #dtype PyArray_DescrNew (dtype) + dtype PyArray_DescrNewFromType (int) + double PyArray_GetPriority (object, double) + object PyArray_IterNew (object) + object PyArray_MultiIterNew (int, ...) + + int PyArray_PyIntAsInt (object) + npy_intp PyArray_PyIntAsIntp (object) + int PyArray_Broadcast (broadcast) + void PyArray_FillObjectArray (ndarray, object) + int PyArray_FillWithScalar (ndarray, object) + npy_bool PyArray_CheckStrides (int, int, npy_intp, npy_intp, npy_intp *, npy_intp *) + dtype PyArray_DescrNewByteorder (dtype, char) + object PyArray_IterAllButAxis (object, int *) + #object PyArray_CheckFromAny (object, dtype, int, int, int, object) + #object PyArray_FromArray (ndarray, dtype, int) + object PyArray_FromInterface (object) + object PyArray_FromStructInterface (object) + #object PyArray_FromArrayAttr (object, dtype, object) + #NPY_SCALARKIND PyArray_ScalarKind (int, ndarray*) + int PyArray_CanCoerceScalar (int, int, NPY_SCALARKIND) + object PyArray_NewFlagsObject (object) + npy_bool PyArray_CanCastScalar (type, type) + #int PyArray_CompareUCS4 (npy_ucs4 *, npy_ucs4 *, register size_t) + int PyArray_RemoveSmallest (broadcast) + int PyArray_ElementStrides (object) + void PyArray_Item_INCREF (char *, dtype) + void PyArray_Item_XDECREF (char *, dtype) + object PyArray_FieldNames (object) + object PyArray_Transpose (ndarray, PyArray_Dims *) + object PyArray_TakeFrom (ndarray, object, int, ndarray, NPY_CLIPMODE) + object PyArray_PutTo (ndarray, object, object, NPY_CLIPMODE) + object PyArray_PutMask (ndarray, object, object) + object PyArray_Repeat (ndarray, object, int) + object PyArray_Choose (ndarray, object, ndarray, NPY_CLIPMODE) + int PyArray_Sort (ndarray, int, NPY_SORTKIND) + object PyArray_ArgSort (ndarray, int, NPY_SORTKIND) + object PyArray_SearchSorted (ndarray, object, NPY_SEARCHSIDE, PyObject *) + object PyArray_ArgMax (ndarray, int, ndarray) + object PyArray_ArgMin (ndarray, int, ndarray) + object PyArray_Reshape (ndarray, object) + object PyArray_Newshape (ndarray, PyArray_Dims *, NPY_ORDER) + object PyArray_Squeeze (ndarray) + #object PyArray_View (ndarray, dtype, type) + object PyArray_SwapAxes (ndarray, int, int) + object PyArray_Max (ndarray, int, ndarray) + object PyArray_Min (ndarray, int, ndarray) + object PyArray_Ptp (ndarray, int, ndarray) + object PyArray_Mean (ndarray, int, int, ndarray) + object PyArray_Trace (ndarray, int, int, int, int, ndarray) + object PyArray_Diagonal (ndarray, int, int, int) + object PyArray_Clip (ndarray, object, object, ndarray) + object PyArray_Conjugate (ndarray, ndarray) + object PyArray_Nonzero (ndarray) + object PyArray_Std (ndarray, int, int, ndarray, int) + object PyArray_Sum (ndarray, int, int, ndarray) + object PyArray_CumSum (ndarray, int, int, ndarray) + object PyArray_Prod (ndarray, int, int, ndarray) + object PyArray_CumProd (ndarray, int, int, ndarray) + object PyArray_All (ndarray, int, ndarray) + object PyArray_Any (ndarray, int, ndarray) + object PyArray_Compress (ndarray, object, int, ndarray) + object PyArray_Flatten (ndarray, NPY_ORDER) + object PyArray_Ravel (ndarray, NPY_ORDER) + npy_intp PyArray_MultiplyList (npy_intp *, int) + int PyArray_MultiplyIntList (int *, int) + void * PyArray_GetPtr (ndarray, npy_intp*) + int PyArray_CompareLists (npy_intp *, npy_intp *, int) + #int PyArray_AsCArray (object*, void *, npy_intp *, int, dtype) + #int PyArray_As1D (object*, char **, int *, int) + #int PyArray_As2D (object*, char ***, int *, int *, int) + int PyArray_Free (object, void *) + #int PyArray_Converter (object, object*) + int PyArray_IntpFromSequence (object, npy_intp *, int) + object PyArray_Concatenate (object, int) + object PyArray_InnerProduct (object, object) + object PyArray_MatrixProduct (object, object) + object PyArray_CopyAndTranspose (object) + object PyArray_Correlate (object, object, int) + int PyArray_TypestrConvert (int, int) + #int PyArray_DescrConverter (object, dtype*) + #int PyArray_DescrConverter2 (object, dtype*) + int PyArray_IntpConverter (object, PyArray_Dims *) + #int PyArray_BufferConverter (object, chunk) + int PyArray_AxisConverter (object, int *) + int PyArray_BoolConverter (object, npy_bool *) + int PyArray_ByteorderConverter (object, char *) + int PyArray_OrderConverter (object, NPY_ORDER *) + unsigned char PyArray_EquivTypes (dtype, dtype) + #object PyArray_Zeros (int, npy_intp *, dtype, int) + #object PyArray_Empty (int, npy_intp *, dtype, int) + object PyArray_Where (object, object, object) + object PyArray_Arange (double, double, double, int) + #object PyArray_ArangeObj (object, object, object, dtype) + int PyArray_SortkindConverter (object, NPY_SORTKIND *) + object PyArray_LexSort (object, int) + object PyArray_Round (ndarray, int, ndarray) + unsigned char PyArray_EquivTypenums (int, int) + int PyArray_RegisterDataType (dtype) + int PyArray_RegisterCastFunc (dtype, int, PyArray_VectorUnaryFunc *) + int PyArray_RegisterCanCast (dtype, int, NPY_SCALARKIND) + #void PyArray_InitArrFuncs (PyArray_ArrFuncs *) + object PyArray_IntTupleFromIntp (int, npy_intp *) + int PyArray_TypeNumFromName (char *) + int PyArray_ClipmodeConverter (object, NPY_CLIPMODE *) + #int PyArray_OutputConverter (object, ndarray*) + object PyArray_BroadcastToShape (object, npy_intp *, int) + void _PyArray_SigintHandler (int) + void* _PyArray_GetSigintBuf () + #int PyArray_DescrAlignConverter (object, dtype*) + #int PyArray_DescrAlignConverter2 (object, dtype*) + int PyArray_SearchsideConverter (object, void *) + object PyArray_CheckAxis (ndarray, int *, int) + npy_intp PyArray_OverflowMultiplyList (npy_intp *, int) + int PyArray_CompareString (char *, char *, size_t) + int PyArray_SetBaseObject(ndarray, base) # NOTE: steals a reference to base! Use "set_array_base()" instead. + + +# Typedefs that matches the runtime dtype objects in +# the numpy module. + +# The ones that are commented out needs an IFDEF function +# in Cython to enable them only on the right systems. + +ctypedef npy_int8 int8_t +ctypedef npy_int16 int16_t +ctypedef npy_int32 int32_t +ctypedef npy_int64 int64_t +#ctypedef npy_int96 int96_t +#ctypedef npy_int128 int128_t + +ctypedef npy_uint8 uint8_t +ctypedef npy_uint16 uint16_t +ctypedef npy_uint32 uint32_t +ctypedef npy_uint64 uint64_t +#ctypedef npy_uint96 uint96_t +#ctypedef npy_uint128 uint128_t + +ctypedef npy_float32 float32_t +ctypedef npy_float64 float64_t +#ctypedef npy_float80 float80_t +#ctypedef npy_float128 float128_t + +ctypedef float complex complex64_t +ctypedef double complex complex128_t + +# The int types are mapped a bit surprising -- +# numpy.int corresponds to 'l' and numpy.long to 'q' +ctypedef npy_long int_t +ctypedef npy_longlong long_t +ctypedef npy_longlong longlong_t + +ctypedef npy_ulong uint_t +ctypedef npy_ulonglong ulong_t +ctypedef npy_ulonglong ulonglong_t + +ctypedef npy_intp intp_t +ctypedef npy_uintp uintp_t + +ctypedef npy_double float_t +ctypedef npy_double double_t +ctypedef npy_longdouble longdouble_t + +ctypedef npy_cfloat cfloat_t +ctypedef npy_cdouble cdouble_t +ctypedef npy_clongdouble clongdouble_t + +ctypedef npy_cdouble complex_t + +cdef inline object PyArray_MultiIterNew1(a): + return PyArray_MultiIterNew(1, a) + +cdef inline object PyArray_MultiIterNew2(a, b): + return PyArray_MultiIterNew(2, a, b) + +cdef inline object PyArray_MultiIterNew3(a, b, c): + return PyArray_MultiIterNew(3, a, b, c) + +cdef inline object PyArray_MultiIterNew4(a, b, c, d): + return PyArray_MultiIterNew(4, a, b, c, d) + +cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): + return PyArray_MultiIterNew(5, a, b, c, d, e) + +cdef inline tuple PyDataType_SHAPE(dtype d): + if PyDataType_HASSUBARRAY(d): + return d.subarray.shape + else: + return () + + +cdef extern from "numpy/ndarrayobject.h": + PyTypeObject PyTimedeltaArrType_Type + PyTypeObject PyDatetimeArrType_Type + ctypedef int64_t npy_timedelta + ctypedef int64_t npy_datetime + +cdef extern from "numpy/ndarraytypes.h": + ctypedef struct PyArray_DatetimeMetaData: + NPY_DATETIMEUNIT base + int64_t num + +cdef extern from "numpy/arrayscalars.h": + + # abstract types + ctypedef class numpy.generic [object PyObject]: + pass + ctypedef class numpy.number [object PyObject]: + pass + ctypedef class numpy.integer [object PyObject]: + pass + ctypedef class numpy.signedinteger [object PyObject]: + pass + ctypedef class numpy.unsignedinteger [object PyObject]: + pass + ctypedef class numpy.inexact [object PyObject]: + pass + ctypedef class numpy.floating [object PyObject]: + pass + ctypedef class numpy.complexfloating [object PyObject]: + pass + ctypedef class numpy.flexible [object PyObject]: + pass + ctypedef class numpy.character [object PyObject]: + pass + + ctypedef struct PyDatetimeScalarObject: + # PyObject_HEAD + npy_datetime obval + PyArray_DatetimeMetaData obmeta + + ctypedef struct PyTimedeltaScalarObject: + # PyObject_HEAD + npy_timedelta obval + PyArray_DatetimeMetaData obmeta + + ctypedef enum NPY_DATETIMEUNIT: + NPY_FR_Y + NPY_FR_M + NPY_FR_W + NPY_FR_D + NPY_FR_B + NPY_FR_h + NPY_FR_m + NPY_FR_s + NPY_FR_ms + NPY_FR_us + NPY_FR_ns + NPY_FR_ps + NPY_FR_fs + NPY_FR_as + + +# +# ufunc API +# + +cdef extern from "numpy/ufuncobject.h": + + ctypedef void (*PyUFuncGenericFunction) (char **, npy_intp *, npy_intp *, void *) + + ctypedef class numpy.ufunc [object PyUFuncObject, check_size ignore]: + cdef: + int nin, nout, nargs + int identity + PyUFuncGenericFunction *functions + void **data + int ntypes + int check_return + char *name + char *types + char *doc + void *ptr + PyObject *obj + PyObject *userloops + + cdef enum: + PyUFunc_Zero + PyUFunc_One + PyUFunc_None + UFUNC_ERR_IGNORE + UFUNC_ERR_WARN + UFUNC_ERR_RAISE + UFUNC_ERR_CALL + UFUNC_ERR_PRINT + UFUNC_ERR_LOG + UFUNC_MASK_DIVIDEBYZERO + UFUNC_MASK_OVERFLOW + UFUNC_MASK_UNDERFLOW + UFUNC_MASK_INVALID + UFUNC_SHIFT_DIVIDEBYZERO + UFUNC_SHIFT_OVERFLOW + UFUNC_SHIFT_UNDERFLOW + UFUNC_SHIFT_INVALID + UFUNC_FPE_DIVIDEBYZERO + UFUNC_FPE_OVERFLOW + UFUNC_FPE_UNDERFLOW + UFUNC_FPE_INVALID + UFUNC_ERR_DEFAULT + UFUNC_ERR_DEFAULT2 + + object PyUFunc_FromFuncAndData(PyUFuncGenericFunction *, + void **, char *, int, int, int, int, char *, char *, int) + int PyUFunc_RegisterLoopForType(ufunc, int, + PyUFuncGenericFunction, int *, void *) + void PyUFunc_f_f_As_d_d \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_d_d \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_f_f \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_g_g \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_F_F_As_D_D \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_F_F \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_D_D \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_G_G \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_O_O \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_ff_f_As_dd_d \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_ff_f \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_dd_d \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_gg_g \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_FF_F_As_DD_D \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_DD_D \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_FF_F \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_GG_G \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_OO_O \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_O_O_method \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_OO_O_method \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_On_Om \ + (char **, npy_intp *, npy_intp *, void *) + int PyUFunc_GetPyValues \ + (char *, int *, int *, PyObject **) + int PyUFunc_checkfperr \ + (int, PyObject *, int *) + void PyUFunc_clearfperr() + int PyUFunc_getfperr() + int PyUFunc_handlefperr \ + (int, PyObject *, int, int *) + int PyUFunc_ReplaceLoopBySignature \ + (ufunc, PyUFuncGenericFunction, int *, PyUFuncGenericFunction *) + object PyUFunc_FromFuncAndDataAndSignature \ + (PyUFuncGenericFunction *, void **, char *, int, int, int, + int, char *, char *, int, char *) + + int _import_umath() except -1 + +cdef inline void set_array_base(ndarray arr, object base): + Py_INCREF(base) # important to do this before stealing the reference below! + PyArray_SetBaseObject(arr, base) + +cdef inline object get_array_base(ndarray arr): + base = PyArray_BASE(arr) + if base is NULL: + return None + return base + +# Versions of the import_* functions which are more suitable for +# Cython code. +cdef inline int import_array() except -1: + try: + __pyx_import_array() + except Exception: + raise ImportError("numpy.core.multiarray failed to import") + +cdef inline int import_umath() except -1: + try: + _import_umath() + except Exception: + raise ImportError("numpy.core.umath failed to import") + +cdef inline int import_ufunc() except -1: + try: + _import_umath() + except Exception: + raise ImportError("numpy.core.umath failed to import") + + +cdef inline bint is_timedelta64_object(object obj): + """ + Cython equivalent of `isinstance(obj, np.timedelta64)` + + Parameters + ---------- + obj : object + + Returns + ------- + bool + """ + return PyObject_TypeCheck(obj, &PyTimedeltaArrType_Type) + + +cdef inline bint is_datetime64_object(object obj): + """ + Cython equivalent of `isinstance(obj, np.datetime64)` + + Parameters + ---------- + obj : object + + Returns + ------- + bool + """ + return PyObject_TypeCheck(obj, &PyDatetimeArrType_Type) + + +cdef inline npy_datetime get_datetime64_value(object obj) nogil: + """ + returns the int64 value underlying scalar numpy datetime64 object + + Note that to interpret this as a datetime, the corresponding unit is + also needed. That can be found using `get_datetime64_unit`. + """ + return (obj).obval + + +cdef inline npy_timedelta get_timedelta64_value(object obj) nogil: + """ + returns the int64 value underlying scalar numpy timedelta64 object + """ + return (obj).obval + + +cdef inline NPY_DATETIMEUNIT get_datetime64_unit(object obj) nogil: + """ + returns the unit part of the dtype for a numpy datetime64 object. + """ + return (obj).obmeta.base diff --git a/EXE version/main/numpy/__init__.pxd b/EXE version/main/numpy/__init__.pxd new file mode 100644 index 00000000..97f3da2e --- /dev/null +++ b/EXE version/main/numpy/__init__.pxd @@ -0,0 +1,1018 @@ +# NumPy static imports for Cython < 3.0 +# +# If any of the PyArray_* functions are called, import_array must be +# called first. +# +# Author: Dag Sverre Seljebotn +# + +DEF _buffer_format_string_len = 255 + +cimport cpython.buffer as pybuf +from cpython.ref cimport Py_INCREF +from cpython.mem cimport PyObject_Malloc, PyObject_Free +from cpython.object cimport PyObject, PyTypeObject +from cpython.buffer cimport PyObject_GetBuffer +from cpython.type cimport type +cimport libc.stdio as stdio + +cdef extern from "Python.h": + ctypedef int Py_intptr_t + bint PyObject_TypeCheck(object obj, PyTypeObject* type) + +cdef extern from "numpy/arrayobject.h": + ctypedef Py_intptr_t npy_intp + ctypedef size_t npy_uintp + + cdef enum NPY_TYPES: + NPY_BOOL + NPY_BYTE + NPY_UBYTE + NPY_SHORT + NPY_USHORT + NPY_INT + NPY_UINT + NPY_LONG + NPY_ULONG + NPY_LONGLONG + NPY_ULONGLONG + NPY_FLOAT + NPY_DOUBLE + NPY_LONGDOUBLE + NPY_CFLOAT + NPY_CDOUBLE + NPY_CLONGDOUBLE + NPY_OBJECT + NPY_STRING + NPY_UNICODE + NPY_VOID + NPY_DATETIME + NPY_TIMEDELTA + NPY_NTYPES + NPY_NOTYPE + + NPY_INT8 + NPY_INT16 + NPY_INT32 + NPY_INT64 + NPY_INT128 + NPY_INT256 + NPY_UINT8 + NPY_UINT16 + NPY_UINT32 + NPY_UINT64 + NPY_UINT128 + NPY_UINT256 + NPY_FLOAT16 + NPY_FLOAT32 + NPY_FLOAT64 + NPY_FLOAT80 + NPY_FLOAT96 + NPY_FLOAT128 + NPY_FLOAT256 + NPY_COMPLEX32 + NPY_COMPLEX64 + NPY_COMPLEX128 + NPY_COMPLEX160 + NPY_COMPLEX192 + NPY_COMPLEX256 + NPY_COMPLEX512 + + NPY_INTP + + ctypedef enum NPY_ORDER: + NPY_ANYORDER + NPY_CORDER + NPY_FORTRANORDER + NPY_KEEPORDER + + ctypedef enum NPY_CASTING: + NPY_NO_CASTING + NPY_EQUIV_CASTING + NPY_SAFE_CASTING + NPY_SAME_KIND_CASTING + NPY_UNSAFE_CASTING + + ctypedef enum NPY_CLIPMODE: + NPY_CLIP + NPY_WRAP + NPY_RAISE + + ctypedef enum NPY_SCALARKIND: + NPY_NOSCALAR, + NPY_BOOL_SCALAR, + NPY_INTPOS_SCALAR, + NPY_INTNEG_SCALAR, + NPY_FLOAT_SCALAR, + NPY_COMPLEX_SCALAR, + NPY_OBJECT_SCALAR + + ctypedef enum NPY_SORTKIND: + NPY_QUICKSORT + NPY_HEAPSORT + NPY_MERGESORT + + ctypedef enum NPY_SEARCHSIDE: + NPY_SEARCHLEFT + NPY_SEARCHRIGHT + + enum: + # DEPRECATED since NumPy 1.7 ! Do not use in new code! + NPY_C_CONTIGUOUS + NPY_F_CONTIGUOUS + NPY_CONTIGUOUS + NPY_FORTRAN + NPY_OWNDATA + NPY_FORCECAST + NPY_ENSURECOPY + NPY_ENSUREARRAY + NPY_ELEMENTSTRIDES + NPY_ALIGNED + NPY_NOTSWAPPED + NPY_WRITEABLE + NPY_UPDATEIFCOPY + NPY_ARR_HAS_DESCR + + NPY_BEHAVED + NPY_BEHAVED_NS + NPY_CARRAY + NPY_CARRAY_RO + NPY_FARRAY + NPY_FARRAY_RO + NPY_DEFAULT + + NPY_IN_ARRAY + NPY_OUT_ARRAY + NPY_INOUT_ARRAY + NPY_IN_FARRAY + NPY_OUT_FARRAY + NPY_INOUT_FARRAY + + NPY_UPDATE_ALL + + enum: + # Added in NumPy 1.7 to replace the deprecated enums above. + NPY_ARRAY_C_CONTIGUOUS + NPY_ARRAY_F_CONTIGUOUS + NPY_ARRAY_OWNDATA + NPY_ARRAY_FORCECAST + NPY_ARRAY_ENSURECOPY + NPY_ARRAY_ENSUREARRAY + NPY_ARRAY_ELEMENTSTRIDES + NPY_ARRAY_ALIGNED + NPY_ARRAY_NOTSWAPPED + NPY_ARRAY_WRITEABLE + NPY_ARRAY_UPDATEIFCOPY + + NPY_ARRAY_BEHAVED + NPY_ARRAY_BEHAVED_NS + NPY_ARRAY_CARRAY + NPY_ARRAY_CARRAY_RO + NPY_ARRAY_FARRAY + NPY_ARRAY_FARRAY_RO + NPY_ARRAY_DEFAULT + + NPY_ARRAY_IN_ARRAY + NPY_ARRAY_OUT_ARRAY + NPY_ARRAY_INOUT_ARRAY + NPY_ARRAY_IN_FARRAY + NPY_ARRAY_OUT_FARRAY + NPY_ARRAY_INOUT_FARRAY + + NPY_ARRAY_UPDATE_ALL + + cdef enum: + NPY_MAXDIMS + + npy_intp NPY_MAX_ELSIZE + + ctypedef void (*PyArray_VectorUnaryFunc)(void *, void *, npy_intp, void *, void *) + + ctypedef struct PyArray_ArrayDescr: + # shape is a tuple, but Cython doesn't support "tuple shape" + # inside a non-PyObject declaration, so we have to declare it + # as just a PyObject*. + PyObject* shape + + ctypedef struct PyArray_Descr: + pass + + ctypedef class numpy.dtype [object PyArray_Descr, check_size ignore]: + # Use PyDataType_* macros when possible, however there are no macros + # for accessing some of the fields, so some are defined. + cdef PyTypeObject* typeobj + cdef char kind + cdef char type + # Numpy sometimes mutates this without warning (e.g. it'll + # sometimes change "|" to "<" in shared dtype objects on + # little-endian machines). If this matters to you, use + # PyArray_IsNativeByteOrder(dtype.byteorder) instead of + # directly accessing this field. + cdef char byteorder + cdef char flags + cdef int type_num + cdef int itemsize "elsize" + cdef int alignment + cdef object fields + cdef tuple names + # Use PyDataType_HASSUBARRAY to test whether this field is + # valid (the pointer can be NULL). Most users should access + # this field via the inline helper method PyDataType_SHAPE. + cdef PyArray_ArrayDescr* subarray + + ctypedef class numpy.flatiter [object PyArrayIterObject, check_size ignore]: + # Use through macros + pass + + ctypedef class numpy.broadcast [object PyArrayMultiIterObject, check_size ignore]: + cdef int numiter + cdef npy_intp size, index + cdef int nd + cdef npy_intp *dimensions + cdef void **iters + + ctypedef struct PyArrayObject: + # For use in situations where ndarray can't replace PyArrayObject*, + # like PyArrayObject**. + pass + + ctypedef class numpy.ndarray [object PyArrayObject, check_size ignore]: + cdef __cythonbufferdefaults__ = {"mode": "strided"} + + cdef: + # Only taking a few of the most commonly used and stable fields. + # One should use PyArray_* macros instead to access the C fields. + char *data + int ndim "nd" + npy_intp *shape "dimensions" + npy_intp *strides + dtype descr # deprecated since NumPy 1.7 ! + PyObject* base # NOT PUBLIC, DO NOT USE ! + + + + ctypedef unsigned char npy_bool + + ctypedef signed char npy_byte + ctypedef signed short npy_short + ctypedef signed int npy_int + ctypedef signed long npy_long + ctypedef signed long long npy_longlong + + ctypedef unsigned char npy_ubyte + ctypedef unsigned short npy_ushort + ctypedef unsigned int npy_uint + ctypedef unsigned long npy_ulong + ctypedef unsigned long long npy_ulonglong + + ctypedef float npy_float + ctypedef double npy_double + ctypedef long double npy_longdouble + + ctypedef signed char npy_int8 + ctypedef signed short npy_int16 + ctypedef signed int npy_int32 + ctypedef signed long long npy_int64 + ctypedef signed long long npy_int96 + ctypedef signed long long npy_int128 + + ctypedef unsigned char npy_uint8 + ctypedef unsigned short npy_uint16 + ctypedef unsigned int npy_uint32 + ctypedef unsigned long long npy_uint64 + ctypedef unsigned long long npy_uint96 + ctypedef unsigned long long npy_uint128 + + ctypedef float npy_float32 + ctypedef double npy_float64 + ctypedef long double npy_float80 + ctypedef long double npy_float96 + ctypedef long double npy_float128 + + ctypedef struct npy_cfloat: + float real + float imag + + ctypedef struct npy_cdouble: + double real + double imag + + ctypedef struct npy_clongdouble: + long double real + long double imag + + ctypedef struct npy_complex64: + float real + float imag + + ctypedef struct npy_complex128: + double real + double imag + + ctypedef struct npy_complex160: + long double real + long double imag + + ctypedef struct npy_complex192: + long double real + long double imag + + ctypedef struct npy_complex256: + long double real + long double imag + + ctypedef struct PyArray_Dims: + npy_intp *ptr + int len + + int _import_array() except -1 + # A second definition so _import_array isn't marked as used when we use it here. + # Do not use - subject to change any time. + int __pyx_import_array "_import_array"() except -1 + + # + # Macros from ndarrayobject.h + # + bint PyArray_CHKFLAGS(ndarray m, int flags) nogil + bint PyArray_IS_C_CONTIGUOUS(ndarray arr) nogil + bint PyArray_IS_F_CONTIGUOUS(ndarray arr) nogil + bint PyArray_ISCONTIGUOUS(ndarray m) nogil + bint PyArray_ISWRITEABLE(ndarray m) nogil + bint PyArray_ISALIGNED(ndarray m) nogil + + int PyArray_NDIM(ndarray) nogil + bint PyArray_ISONESEGMENT(ndarray) nogil + bint PyArray_ISFORTRAN(ndarray) nogil + int PyArray_FORTRANIF(ndarray) nogil + + void* PyArray_DATA(ndarray) nogil + char* PyArray_BYTES(ndarray) nogil + + npy_intp* PyArray_DIMS(ndarray) nogil + npy_intp* PyArray_STRIDES(ndarray) nogil + npy_intp PyArray_DIM(ndarray, size_t) nogil + npy_intp PyArray_STRIDE(ndarray, size_t) nogil + + PyObject *PyArray_BASE(ndarray) nogil # returns borrowed reference! + PyArray_Descr *PyArray_DESCR(ndarray) nogil # returns borrowed reference to dtype! + int PyArray_FLAGS(ndarray) nogil + npy_intp PyArray_ITEMSIZE(ndarray) nogil + int PyArray_TYPE(ndarray arr) nogil + + object PyArray_GETITEM(ndarray arr, void *itemptr) + int PyArray_SETITEM(ndarray arr, void *itemptr, object obj) + + bint PyTypeNum_ISBOOL(int) nogil + bint PyTypeNum_ISUNSIGNED(int) nogil + bint PyTypeNum_ISSIGNED(int) nogil + bint PyTypeNum_ISINTEGER(int) nogil + bint PyTypeNum_ISFLOAT(int) nogil + bint PyTypeNum_ISNUMBER(int) nogil + bint PyTypeNum_ISSTRING(int) nogil + bint PyTypeNum_ISCOMPLEX(int) nogil + bint PyTypeNum_ISPYTHON(int) nogil + bint PyTypeNum_ISFLEXIBLE(int) nogil + bint PyTypeNum_ISUSERDEF(int) nogil + bint PyTypeNum_ISEXTENDED(int) nogil + bint PyTypeNum_ISOBJECT(int) nogil + + bint PyDataType_ISBOOL(dtype) nogil + bint PyDataType_ISUNSIGNED(dtype) nogil + bint PyDataType_ISSIGNED(dtype) nogil + bint PyDataType_ISINTEGER(dtype) nogil + bint PyDataType_ISFLOAT(dtype) nogil + bint PyDataType_ISNUMBER(dtype) nogil + bint PyDataType_ISSTRING(dtype) nogil + bint PyDataType_ISCOMPLEX(dtype) nogil + bint PyDataType_ISPYTHON(dtype) nogil + bint PyDataType_ISFLEXIBLE(dtype) nogil + bint PyDataType_ISUSERDEF(dtype) nogil + bint PyDataType_ISEXTENDED(dtype) nogil + bint PyDataType_ISOBJECT(dtype) nogil + bint PyDataType_HASFIELDS(dtype) nogil + bint PyDataType_HASSUBARRAY(dtype) nogil + + bint PyArray_ISBOOL(ndarray) nogil + bint PyArray_ISUNSIGNED(ndarray) nogil + bint PyArray_ISSIGNED(ndarray) nogil + bint PyArray_ISINTEGER(ndarray) nogil + bint PyArray_ISFLOAT(ndarray) nogil + bint PyArray_ISNUMBER(ndarray) nogil + bint PyArray_ISSTRING(ndarray) nogil + bint PyArray_ISCOMPLEX(ndarray) nogil + bint PyArray_ISPYTHON(ndarray) nogil + bint PyArray_ISFLEXIBLE(ndarray) nogil + bint PyArray_ISUSERDEF(ndarray) nogil + bint PyArray_ISEXTENDED(ndarray) nogil + bint PyArray_ISOBJECT(ndarray) nogil + bint PyArray_HASFIELDS(ndarray) nogil + + bint PyArray_ISVARIABLE(ndarray) nogil + + bint PyArray_SAFEALIGNEDCOPY(ndarray) nogil + bint PyArray_ISNBO(char) nogil # works on ndarray.byteorder + bint PyArray_IsNativeByteOrder(char) nogil # works on ndarray.byteorder + bint PyArray_ISNOTSWAPPED(ndarray) nogil + bint PyArray_ISBYTESWAPPED(ndarray) nogil + + bint PyArray_FLAGSWAP(ndarray, int) nogil + + bint PyArray_ISCARRAY(ndarray) nogil + bint PyArray_ISCARRAY_RO(ndarray) nogil + bint PyArray_ISFARRAY(ndarray) nogil + bint PyArray_ISFARRAY_RO(ndarray) nogil + bint PyArray_ISBEHAVED(ndarray) nogil + bint PyArray_ISBEHAVED_RO(ndarray) nogil + + + bint PyDataType_ISNOTSWAPPED(dtype) nogil + bint PyDataType_ISBYTESWAPPED(dtype) nogil + + bint PyArray_DescrCheck(object) + + bint PyArray_Check(object) + bint PyArray_CheckExact(object) + + # Cannot be supported due to out arg: + # bint PyArray_HasArrayInterfaceType(object, dtype, object, object&) + # bint PyArray_HasArrayInterface(op, out) + + + bint PyArray_IsZeroDim(object) + # Cannot be supported due to ## ## in macro: + # bint PyArray_IsScalar(object, verbatim work) + bint PyArray_CheckScalar(object) + bint PyArray_IsPythonNumber(object) + bint PyArray_IsPythonScalar(object) + bint PyArray_IsAnyScalar(object) + bint PyArray_CheckAnyScalar(object) + + ndarray PyArray_GETCONTIGUOUS(ndarray) + bint PyArray_SAMESHAPE(ndarray, ndarray) nogil + npy_intp PyArray_SIZE(ndarray) nogil + npy_intp PyArray_NBYTES(ndarray) nogil + + object PyArray_FROM_O(object) + object PyArray_FROM_OF(object m, int flags) + object PyArray_FROM_OT(object m, int type) + object PyArray_FROM_OTF(object m, int type, int flags) + object PyArray_FROMANY(object m, int type, int min, int max, int flags) + object PyArray_ZEROS(int nd, npy_intp* dims, int type, int fortran) + object PyArray_EMPTY(int nd, npy_intp* dims, int type, int fortran) + void PyArray_FILLWBYTE(object, int val) + npy_intp PyArray_REFCOUNT(object) + object PyArray_ContiguousFromAny(op, int, int min_depth, int max_depth) + unsigned char PyArray_EquivArrTypes(ndarray a1, ndarray a2) + bint PyArray_EquivByteorders(int b1, int b2) nogil + object PyArray_SimpleNew(int nd, npy_intp* dims, int typenum) + object PyArray_SimpleNewFromData(int nd, npy_intp* dims, int typenum, void* data) + #object PyArray_SimpleNewFromDescr(int nd, npy_intp* dims, dtype descr) + object PyArray_ToScalar(void* data, ndarray arr) + + void* PyArray_GETPTR1(ndarray m, npy_intp i) nogil + void* PyArray_GETPTR2(ndarray m, npy_intp i, npy_intp j) nogil + void* PyArray_GETPTR3(ndarray m, npy_intp i, npy_intp j, npy_intp k) nogil + void* PyArray_GETPTR4(ndarray m, npy_intp i, npy_intp j, npy_intp k, npy_intp l) nogil + + void PyArray_XDECREF_ERR(ndarray) + # Cannot be supported due to out arg + # void PyArray_DESCR_REPLACE(descr) + + + object PyArray_Copy(ndarray) + object PyArray_FromObject(object op, int type, int min_depth, int max_depth) + object PyArray_ContiguousFromObject(object op, int type, int min_depth, int max_depth) + object PyArray_CopyFromObject(object op, int type, int min_depth, int max_depth) + + object PyArray_Cast(ndarray mp, int type_num) + object PyArray_Take(ndarray ap, object items, int axis) + object PyArray_Put(ndarray ap, object items, object values) + + void PyArray_ITER_RESET(flatiter it) nogil + void PyArray_ITER_NEXT(flatiter it) nogil + void PyArray_ITER_GOTO(flatiter it, npy_intp* destination) nogil + void PyArray_ITER_GOTO1D(flatiter it, npy_intp ind) nogil + void* PyArray_ITER_DATA(flatiter it) nogil + bint PyArray_ITER_NOTDONE(flatiter it) nogil + + void PyArray_MultiIter_RESET(broadcast multi) nogil + void PyArray_MultiIter_NEXT(broadcast multi) nogil + void PyArray_MultiIter_GOTO(broadcast multi, npy_intp dest) nogil + void PyArray_MultiIter_GOTO1D(broadcast multi, npy_intp ind) nogil + void* PyArray_MultiIter_DATA(broadcast multi, npy_intp i) nogil + void PyArray_MultiIter_NEXTi(broadcast multi, npy_intp i) nogil + bint PyArray_MultiIter_NOTDONE(broadcast multi) nogil + + # Functions from __multiarray_api.h + + # Functions taking dtype and returning object/ndarray are disabled + # for now as they steal dtype references. I'm conservative and disable + # more than is probably needed until it can be checked further. + int PyArray_SetNumericOps (object) + object PyArray_GetNumericOps () + int PyArray_INCREF (ndarray) + int PyArray_XDECREF (ndarray) + void PyArray_SetStringFunction (object, int) + dtype PyArray_DescrFromType (int) + object PyArray_TypeObjectFromType (int) + char * PyArray_Zero (ndarray) + char * PyArray_One (ndarray) + #object PyArray_CastToType (ndarray, dtype, int) + int PyArray_CastTo (ndarray, ndarray) + int PyArray_CastAnyTo (ndarray, ndarray) + int PyArray_CanCastSafely (int, int) + npy_bool PyArray_CanCastTo (dtype, dtype) + int PyArray_ObjectType (object, int) + dtype PyArray_DescrFromObject (object, dtype) + #ndarray* PyArray_ConvertToCommonType (object, int *) + dtype PyArray_DescrFromScalar (object) + dtype PyArray_DescrFromTypeObject (object) + npy_intp PyArray_Size (object) + #object PyArray_Scalar (void *, dtype, object) + #object PyArray_FromScalar (object, dtype) + void PyArray_ScalarAsCtype (object, void *) + #int PyArray_CastScalarToCtype (object, void *, dtype) + #int PyArray_CastScalarDirect (object, dtype, void *, int) + object PyArray_ScalarFromObject (object) + #PyArray_VectorUnaryFunc * PyArray_GetCastFunc (dtype, int) + object PyArray_FromDims (int, int *, int) + #object PyArray_FromDimsAndDataAndDescr (int, int *, dtype, char *) + #object PyArray_FromAny (object, dtype, int, int, int, object) + object PyArray_EnsureArray (object) + object PyArray_EnsureAnyArray (object) + #object PyArray_FromFile (stdio.FILE *, dtype, npy_intp, char *) + #object PyArray_FromString (char *, npy_intp, dtype, npy_intp, char *) + #object PyArray_FromBuffer (object, dtype, npy_intp, npy_intp) + #object PyArray_FromIter (object, dtype, npy_intp) + object PyArray_Return (ndarray) + #object PyArray_GetField (ndarray, dtype, int) + #int PyArray_SetField (ndarray, dtype, int, object) + object PyArray_Byteswap (ndarray, npy_bool) + object PyArray_Resize (ndarray, PyArray_Dims *, int, NPY_ORDER) + int PyArray_MoveInto (ndarray, ndarray) + int PyArray_CopyInto (ndarray, ndarray) + int PyArray_CopyAnyInto (ndarray, ndarray) + int PyArray_CopyObject (ndarray, object) + object PyArray_NewCopy (ndarray, NPY_ORDER) + object PyArray_ToList (ndarray) + object PyArray_ToString (ndarray, NPY_ORDER) + int PyArray_ToFile (ndarray, stdio.FILE *, char *, char *) + int PyArray_Dump (object, object, int) + object PyArray_Dumps (object, int) + int PyArray_ValidType (int) + void PyArray_UpdateFlags (ndarray, int) + object PyArray_New (type, int, npy_intp *, int, npy_intp *, void *, int, int, object) + #object PyArray_NewFromDescr (type, dtype, int, npy_intp *, npy_intp *, void *, int, object) + #dtype PyArray_DescrNew (dtype) + dtype PyArray_DescrNewFromType (int) + double PyArray_GetPriority (object, double) + object PyArray_IterNew (object) + object PyArray_MultiIterNew (int, ...) + + int PyArray_PyIntAsInt (object) + npy_intp PyArray_PyIntAsIntp (object) + int PyArray_Broadcast (broadcast) + void PyArray_FillObjectArray (ndarray, object) + int PyArray_FillWithScalar (ndarray, object) + npy_bool PyArray_CheckStrides (int, int, npy_intp, npy_intp, npy_intp *, npy_intp *) + dtype PyArray_DescrNewByteorder (dtype, char) + object PyArray_IterAllButAxis (object, int *) + #object PyArray_CheckFromAny (object, dtype, int, int, int, object) + #object PyArray_FromArray (ndarray, dtype, int) + object PyArray_FromInterface (object) + object PyArray_FromStructInterface (object) + #object PyArray_FromArrayAttr (object, dtype, object) + #NPY_SCALARKIND PyArray_ScalarKind (int, ndarray*) + int PyArray_CanCoerceScalar (int, int, NPY_SCALARKIND) + object PyArray_NewFlagsObject (object) + npy_bool PyArray_CanCastScalar (type, type) + #int PyArray_CompareUCS4 (npy_ucs4 *, npy_ucs4 *, register size_t) + int PyArray_RemoveSmallest (broadcast) + int PyArray_ElementStrides (object) + void PyArray_Item_INCREF (char *, dtype) + void PyArray_Item_XDECREF (char *, dtype) + object PyArray_FieldNames (object) + object PyArray_Transpose (ndarray, PyArray_Dims *) + object PyArray_TakeFrom (ndarray, object, int, ndarray, NPY_CLIPMODE) + object PyArray_PutTo (ndarray, object, object, NPY_CLIPMODE) + object PyArray_PutMask (ndarray, object, object) + object PyArray_Repeat (ndarray, object, int) + object PyArray_Choose (ndarray, object, ndarray, NPY_CLIPMODE) + int PyArray_Sort (ndarray, int, NPY_SORTKIND) + object PyArray_ArgSort (ndarray, int, NPY_SORTKIND) + object PyArray_SearchSorted (ndarray, object, NPY_SEARCHSIDE, PyObject *) + object PyArray_ArgMax (ndarray, int, ndarray) + object PyArray_ArgMin (ndarray, int, ndarray) + object PyArray_Reshape (ndarray, object) + object PyArray_Newshape (ndarray, PyArray_Dims *, NPY_ORDER) + object PyArray_Squeeze (ndarray) + #object PyArray_View (ndarray, dtype, type) + object PyArray_SwapAxes (ndarray, int, int) + object PyArray_Max (ndarray, int, ndarray) + object PyArray_Min (ndarray, int, ndarray) + object PyArray_Ptp (ndarray, int, ndarray) + object PyArray_Mean (ndarray, int, int, ndarray) + object PyArray_Trace (ndarray, int, int, int, int, ndarray) + object PyArray_Diagonal (ndarray, int, int, int) + object PyArray_Clip (ndarray, object, object, ndarray) + object PyArray_Conjugate (ndarray, ndarray) + object PyArray_Nonzero (ndarray) + object PyArray_Std (ndarray, int, int, ndarray, int) + object PyArray_Sum (ndarray, int, int, ndarray) + object PyArray_CumSum (ndarray, int, int, ndarray) + object PyArray_Prod (ndarray, int, int, ndarray) + object PyArray_CumProd (ndarray, int, int, ndarray) + object PyArray_All (ndarray, int, ndarray) + object PyArray_Any (ndarray, int, ndarray) + object PyArray_Compress (ndarray, object, int, ndarray) + object PyArray_Flatten (ndarray, NPY_ORDER) + object PyArray_Ravel (ndarray, NPY_ORDER) + npy_intp PyArray_MultiplyList (npy_intp *, int) + int PyArray_MultiplyIntList (int *, int) + void * PyArray_GetPtr (ndarray, npy_intp*) + int PyArray_CompareLists (npy_intp *, npy_intp *, int) + #int PyArray_AsCArray (object*, void *, npy_intp *, int, dtype) + #int PyArray_As1D (object*, char **, int *, int) + #int PyArray_As2D (object*, char ***, int *, int *, int) + int PyArray_Free (object, void *) + #int PyArray_Converter (object, object*) + int PyArray_IntpFromSequence (object, npy_intp *, int) + object PyArray_Concatenate (object, int) + object PyArray_InnerProduct (object, object) + object PyArray_MatrixProduct (object, object) + object PyArray_CopyAndTranspose (object) + object PyArray_Correlate (object, object, int) + int PyArray_TypestrConvert (int, int) + #int PyArray_DescrConverter (object, dtype*) + #int PyArray_DescrConverter2 (object, dtype*) + int PyArray_IntpConverter (object, PyArray_Dims *) + #int PyArray_BufferConverter (object, chunk) + int PyArray_AxisConverter (object, int *) + int PyArray_BoolConverter (object, npy_bool *) + int PyArray_ByteorderConverter (object, char *) + int PyArray_OrderConverter (object, NPY_ORDER *) + unsigned char PyArray_EquivTypes (dtype, dtype) + #object PyArray_Zeros (int, npy_intp *, dtype, int) + #object PyArray_Empty (int, npy_intp *, dtype, int) + object PyArray_Where (object, object, object) + object PyArray_Arange (double, double, double, int) + #object PyArray_ArangeObj (object, object, object, dtype) + int PyArray_SortkindConverter (object, NPY_SORTKIND *) + object PyArray_LexSort (object, int) + object PyArray_Round (ndarray, int, ndarray) + unsigned char PyArray_EquivTypenums (int, int) + int PyArray_RegisterDataType (dtype) + int PyArray_RegisterCastFunc (dtype, int, PyArray_VectorUnaryFunc *) + int PyArray_RegisterCanCast (dtype, int, NPY_SCALARKIND) + #void PyArray_InitArrFuncs (PyArray_ArrFuncs *) + object PyArray_IntTupleFromIntp (int, npy_intp *) + int PyArray_TypeNumFromName (char *) + int PyArray_ClipmodeConverter (object, NPY_CLIPMODE *) + #int PyArray_OutputConverter (object, ndarray*) + object PyArray_BroadcastToShape (object, npy_intp *, int) + void _PyArray_SigintHandler (int) + void* _PyArray_GetSigintBuf () + #int PyArray_DescrAlignConverter (object, dtype*) + #int PyArray_DescrAlignConverter2 (object, dtype*) + int PyArray_SearchsideConverter (object, void *) + object PyArray_CheckAxis (ndarray, int *, int) + npy_intp PyArray_OverflowMultiplyList (npy_intp *, int) + int PyArray_CompareString (char *, char *, size_t) + int PyArray_SetBaseObject(ndarray, base) # NOTE: steals a reference to base! Use "set_array_base()" instead. + + +# Typedefs that matches the runtime dtype objects in +# the numpy module. + +# The ones that are commented out needs an IFDEF function +# in Cython to enable them only on the right systems. + +ctypedef npy_int8 int8_t +ctypedef npy_int16 int16_t +ctypedef npy_int32 int32_t +ctypedef npy_int64 int64_t +#ctypedef npy_int96 int96_t +#ctypedef npy_int128 int128_t + +ctypedef npy_uint8 uint8_t +ctypedef npy_uint16 uint16_t +ctypedef npy_uint32 uint32_t +ctypedef npy_uint64 uint64_t +#ctypedef npy_uint96 uint96_t +#ctypedef npy_uint128 uint128_t + +ctypedef npy_float32 float32_t +ctypedef npy_float64 float64_t +#ctypedef npy_float80 float80_t +#ctypedef npy_float128 float128_t + +ctypedef float complex complex64_t +ctypedef double complex complex128_t + +# The int types are mapped a bit surprising -- +# numpy.int corresponds to 'l' and numpy.long to 'q' +ctypedef npy_long int_t +ctypedef npy_longlong long_t +ctypedef npy_longlong longlong_t + +ctypedef npy_ulong uint_t +ctypedef npy_ulonglong ulong_t +ctypedef npy_ulonglong ulonglong_t + +ctypedef npy_intp intp_t +ctypedef npy_uintp uintp_t + +ctypedef npy_double float_t +ctypedef npy_double double_t +ctypedef npy_longdouble longdouble_t + +ctypedef npy_cfloat cfloat_t +ctypedef npy_cdouble cdouble_t +ctypedef npy_clongdouble clongdouble_t + +ctypedef npy_cdouble complex_t + +cdef inline object PyArray_MultiIterNew1(a): + return PyArray_MultiIterNew(1, a) + +cdef inline object PyArray_MultiIterNew2(a, b): + return PyArray_MultiIterNew(2, a, b) + +cdef inline object PyArray_MultiIterNew3(a, b, c): + return PyArray_MultiIterNew(3, a, b, c) + +cdef inline object PyArray_MultiIterNew4(a, b, c, d): + return PyArray_MultiIterNew(4, a, b, c, d) + +cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): + return PyArray_MultiIterNew(5, a, b, c, d, e) + +cdef inline tuple PyDataType_SHAPE(dtype d): + if PyDataType_HASSUBARRAY(d): + return d.subarray.shape + else: + return () + + +cdef extern from "numpy/ndarrayobject.h": + PyTypeObject PyTimedeltaArrType_Type + PyTypeObject PyDatetimeArrType_Type + ctypedef int64_t npy_timedelta + ctypedef int64_t npy_datetime + +cdef extern from "numpy/ndarraytypes.h": + ctypedef struct PyArray_DatetimeMetaData: + NPY_DATETIMEUNIT base + int64_t num + +cdef extern from "numpy/arrayscalars.h": + + # abstract types + ctypedef class numpy.generic [object PyObject]: + pass + ctypedef class numpy.number [object PyObject]: + pass + ctypedef class numpy.integer [object PyObject]: + pass + ctypedef class numpy.signedinteger [object PyObject]: + pass + ctypedef class numpy.unsignedinteger [object PyObject]: + pass + ctypedef class numpy.inexact [object PyObject]: + pass + ctypedef class numpy.floating [object PyObject]: + pass + ctypedef class numpy.complexfloating [object PyObject]: + pass + ctypedef class numpy.flexible [object PyObject]: + pass + ctypedef class numpy.character [object PyObject]: + pass + + ctypedef struct PyDatetimeScalarObject: + # PyObject_HEAD + npy_datetime obval + PyArray_DatetimeMetaData obmeta + + ctypedef struct PyTimedeltaScalarObject: + # PyObject_HEAD + npy_timedelta obval + PyArray_DatetimeMetaData obmeta + + ctypedef enum NPY_DATETIMEUNIT: + NPY_FR_Y + NPY_FR_M + NPY_FR_W + NPY_FR_D + NPY_FR_B + NPY_FR_h + NPY_FR_m + NPY_FR_s + NPY_FR_ms + NPY_FR_us + NPY_FR_ns + NPY_FR_ps + NPY_FR_fs + NPY_FR_as + + +# +# ufunc API +# + +cdef extern from "numpy/ufuncobject.h": + + ctypedef void (*PyUFuncGenericFunction) (char **, npy_intp *, npy_intp *, void *) + + ctypedef class numpy.ufunc [object PyUFuncObject, check_size ignore]: + cdef: + int nin, nout, nargs + int identity + PyUFuncGenericFunction *functions + void **data + int ntypes + int check_return + char *name + char *types + char *doc + void *ptr + PyObject *obj + PyObject *userloops + + cdef enum: + PyUFunc_Zero + PyUFunc_One + PyUFunc_None + UFUNC_ERR_IGNORE + UFUNC_ERR_WARN + UFUNC_ERR_RAISE + UFUNC_ERR_CALL + UFUNC_ERR_PRINT + UFUNC_ERR_LOG + UFUNC_MASK_DIVIDEBYZERO + UFUNC_MASK_OVERFLOW + UFUNC_MASK_UNDERFLOW + UFUNC_MASK_INVALID + UFUNC_SHIFT_DIVIDEBYZERO + UFUNC_SHIFT_OVERFLOW + UFUNC_SHIFT_UNDERFLOW + UFUNC_SHIFT_INVALID + UFUNC_FPE_DIVIDEBYZERO + UFUNC_FPE_OVERFLOW + UFUNC_FPE_UNDERFLOW + UFUNC_FPE_INVALID + UFUNC_ERR_DEFAULT + UFUNC_ERR_DEFAULT2 + + object PyUFunc_FromFuncAndData(PyUFuncGenericFunction *, + void **, char *, int, int, int, int, char *, char *, int) + int PyUFunc_RegisterLoopForType(ufunc, int, + PyUFuncGenericFunction, int *, void *) + void PyUFunc_f_f_As_d_d \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_d_d \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_f_f \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_g_g \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_F_F_As_D_D \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_F_F \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_D_D \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_G_G \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_O_O \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_ff_f_As_dd_d \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_ff_f \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_dd_d \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_gg_g \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_FF_F_As_DD_D \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_DD_D \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_FF_F \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_GG_G \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_OO_O \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_O_O_method \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_OO_O_method \ + (char **, npy_intp *, npy_intp *, void *) + void PyUFunc_On_Om \ + (char **, npy_intp *, npy_intp *, void *) + int PyUFunc_GetPyValues \ + (char *, int *, int *, PyObject **) + int PyUFunc_checkfperr \ + (int, PyObject *, int *) + void PyUFunc_clearfperr() + int PyUFunc_getfperr() + int PyUFunc_handlefperr \ + (int, PyObject *, int, int *) + int PyUFunc_ReplaceLoopBySignature \ + (ufunc, PyUFuncGenericFunction, int *, PyUFuncGenericFunction *) + object PyUFunc_FromFuncAndDataAndSignature \ + (PyUFuncGenericFunction *, void **, char *, int, int, int, + int, char *, char *, int, char *) + + int _import_umath() except -1 + +cdef inline void set_array_base(ndarray arr, object base): + Py_INCREF(base) # important to do this before stealing the reference below! + PyArray_SetBaseObject(arr, base) + +cdef inline object get_array_base(ndarray arr): + base = PyArray_BASE(arr) + if base is NULL: + return None + return base + +# Versions of the import_* functions which are more suitable for +# Cython code. +cdef inline int import_array() except -1: + try: + __pyx_import_array() + except Exception: + raise ImportError("numpy.core.multiarray failed to import") + +cdef inline int import_umath() except -1: + try: + _import_umath() + except Exception: + raise ImportError("numpy.core.umath failed to import") + +cdef inline int import_ufunc() except -1: + try: + _import_umath() + except Exception: + raise ImportError("numpy.core.umath failed to import") + +cdef extern from *: + # Leave a marker that the NumPy declarations came from this file + # See https://github.com/cython/cython/issues/3573 + """ + /* NumPy API declarations from "numpy/__init__.pxd" */ + """ + + +cdef inline bint is_timedelta64_object(object obj): + """ + Cython equivalent of `isinstance(obj, np.timedelta64)` + + Parameters + ---------- + obj : object + + Returns + ------- + bool + """ + return PyObject_TypeCheck(obj, &PyTimedeltaArrType_Type) + + +cdef inline bint is_datetime64_object(object obj): + """ + Cython equivalent of `isinstance(obj, np.datetime64)` + + Parameters + ---------- + obj : object + + Returns + ------- + bool + """ + return PyObject_TypeCheck(obj, &PyDatetimeArrType_Type) + + +cdef inline npy_datetime get_datetime64_value(object obj) nogil: + """ + returns the int64 value underlying scalar numpy datetime64 object + + Note that to interpret this as a datetime, the corresponding unit is + also needed. That can be found using `get_datetime64_unit`. + """ + return (obj).obval + + +cdef inline npy_timedelta get_timedelta64_value(object obj) nogil: + """ + returns the int64 value underlying scalar numpy timedelta64 object + """ + return (obj).obval + + +cdef inline NPY_DATETIMEUNIT get_datetime64_unit(object obj) nogil: + """ + returns the unit part of the dtype for a numpy datetime64 object. + """ + return (obj).obmeta.base diff --git a/EXE version/main/numpy/__init__.pyi b/EXE version/main/numpy/__init__.pyi new file mode 100644 index 00000000..d07e32f1 --- /dev/null +++ b/EXE version/main/numpy/__init__.pyi @@ -0,0 +1,3741 @@ +import builtins +import os +import sys +import mmap +import ctypes as ct +import array as _array +import datetime as dt +from abc import abstractmethod +from types import TracebackType +from contextlib import ContextDecorator + +from numpy.core._internal import _ctypes +from numpy.typing import ( + # Arrays + ArrayLike, + NDArray, + _SupportsArray, + _NestedSequence, + _RecursiveSequence, + _SupportsArray, + _ArrayLikeBool_co, + _ArrayLikeUInt_co, + _ArrayLikeInt_co, + _ArrayLikeFloat_co, + _ArrayLikeComplex_co, + _ArrayLikeNumber_co, + _ArrayLikeTD64_co, + _ArrayLikeDT64_co, + _ArrayLikeObject_co, + + # DTypes + DTypeLike, + _SupportsDType, + _VoidDTypeLike, + + # Shapes + _Shape, + _ShapeLike, + + # Scalars + _CharLike_co, + _BoolLike_co, + _IntLike_co, + _FloatLike_co, + _ComplexLike_co, + _TD64Like_co, + _NumberLike_co, + _ScalarLike_co, + + # `number` precision + NBitBase, + _256Bit, + _128Bit, + _96Bit, + _80Bit, + _64Bit, + _32Bit, + _16Bit, + _8Bit, + _NBitByte, + _NBitShort, + _NBitIntC, + _NBitIntP, + _NBitInt, + _NBitLongLong, + _NBitHalf, + _NBitSingle, + _NBitDouble, + _NBitLongDouble, + + # Character codes + _BoolCodes, + _UInt8Codes, + _UInt16Codes, + _UInt32Codes, + _UInt64Codes, + _Int8Codes, + _Int16Codes, + _Int32Codes, + _Int64Codes, + _Float16Codes, + _Float32Codes, + _Float64Codes, + _Complex64Codes, + _Complex128Codes, + _ByteCodes, + _ShortCodes, + _IntCCodes, + _IntPCodes, + _IntCodes, + _LongLongCodes, + _UByteCodes, + _UShortCodes, + _UIntCCodes, + _UIntPCodes, + _UIntCodes, + _ULongLongCodes, + _HalfCodes, + _SingleCodes, + _DoubleCodes, + _LongDoubleCodes, + _CSingleCodes, + _CDoubleCodes, + _CLongDoubleCodes, + _DT64Codes, + _TD64Codes, + _StrCodes, + _BytesCodes, + _VoidCodes, + _ObjectCodes, + + # Ufuncs + _UFunc_Nin1_Nout1, + _UFunc_Nin2_Nout1, + _UFunc_Nin1_Nout2, + _UFunc_Nin2_Nout2, + _GUFunc_Nin2_Nout1, +) + +from numpy.typing._callable import ( + _BoolOp, + _BoolBitOp, + _BoolSub, + _BoolTrueDiv, + _BoolMod, + _BoolDivMod, + _TD64Div, + _IntTrueDiv, + _UnsignedIntOp, + _UnsignedIntBitOp, + _UnsignedIntMod, + _UnsignedIntDivMod, + _SignedIntOp, + _SignedIntBitOp, + _SignedIntMod, + _SignedIntDivMod, + _FloatOp, + _FloatMod, + _FloatDivMod, + _ComplexOp, + _NumberOp, + _ComparisonOp, +) + +# NOTE: Numpy's mypy plugin is used for removing the types unavailable +# to the specific platform +from numpy.typing._extended_precision import ( + uint128 as uint128, + uint256 as uint256, + int128 as int128, + int256 as int256, + float80 as float80, + float96 as float96, + float128 as float128, + float256 as float256, + complex160 as complex160, + complex192 as complex192, + complex256 as complex256, + complex512 as complex512, +) + +from typing import ( + Any, + ByteString, + Callable, + Container, + Callable, + Dict, + Generic, + IO, + Iterable, + Iterator, + List, + Mapping, + NoReturn, + Optional, + overload, + Sequence, + Sized, + SupportsComplex, + SupportsFloat, + SupportsInt, + Text, + Tuple, + Type, + TypeVar, + Union, +) + +if sys.version_info >= (3, 8): + from typing import Literal as L, Protocol, SupportsIndex, Final +else: + from typing_extensions import Literal as L, Protocol, SupportsIndex, Final + +# Ensures that the stubs are picked up +from numpy import ( + char as char, + ctypeslib as ctypeslib, + fft as fft, + lib as lib, + linalg as linalg, + ma as ma, + matrixlib as matrixlib, + polynomial as polynomial, + random as random, + rec as rec, + testing as testing, + version as version, +) + +from numpy.core.function_base import ( + linspace as linspace, + logspace as logspace, + geomspace as geomspace, +) + +from numpy.core.fromnumeric import ( + take as take, + reshape as reshape, + choose as choose, + repeat as repeat, + put as put, + swapaxes as swapaxes, + transpose as transpose, + partition as partition, + argpartition as argpartition, + sort as sort, + argsort as argsort, + argmax as argmax, + argmin as argmin, + searchsorted as searchsorted, + resize as resize, + squeeze as squeeze, + diagonal as diagonal, + trace as trace, + ravel as ravel, + nonzero as nonzero, + shape as shape, + compress as compress, + clip as clip, + sum as sum, + all as all, + any as any, + cumsum as cumsum, + ptp as ptp, + amax as amax, + amin as amin, + prod as prod, + cumprod as cumprod, + ndim as ndim, + size as size, + around as around, + mean as mean, + std as std, + var as var, +) + +from numpy.core._asarray import ( + asarray as asarray, + asanyarray as asanyarray, + ascontiguousarray as ascontiguousarray, + asfortranarray as asfortranarray, + require as require, +) + +from numpy.core._type_aliases import ( + sctypes as sctypes, + sctypeDict as sctypeDict, +) + +from numpy.core._ufunc_config import ( + seterr as seterr, + geterr as geterr, + setbufsize as setbufsize, + getbufsize as getbufsize, + seterrcall as seterrcall, + geterrcall as geterrcall, + _SupportsWrite, + _ErrKind, + _ErrFunc, + _ErrDictOptional, +) + +from numpy.core.arrayprint import ( + set_printoptions as set_printoptions, + get_printoptions as get_printoptions, + array2string as array2string, + format_float_scientific as format_float_scientific, + format_float_positional as format_float_positional, + array_repr as array_repr, + array_str as array_str, + set_string_function as set_string_function, + printoptions as printoptions, +) + +from numpy.core.einsumfunc import ( + einsum as einsum, + einsum_path as einsum_path, +) + +from numpy.core.numeric import ( + zeros_like as zeros_like, + ones as ones, + ones_like as ones_like, + empty_like as empty_like, + full as full, + full_like as full_like, + count_nonzero as count_nonzero, + isfortran as isfortran, + argwhere as argwhere, + flatnonzero as flatnonzero, + correlate as correlate, + convolve as convolve, + outer as outer, + tensordot as tensordot, + roll as roll, + rollaxis as rollaxis, + moveaxis as moveaxis, + cross as cross, + indices as indices, + fromfunction as fromfunction, + isscalar as isscalar, + binary_repr as binary_repr, + base_repr as base_repr, + identity as identity, + allclose as allclose, + isclose as isclose, + array_equal as array_equal, + array_equiv as array_equiv, +) + +from numpy.core.numerictypes import ( + maximum_sctype as maximum_sctype, + issctype as issctype, + obj2sctype as obj2sctype, + issubclass_ as issubclass_, + issubsctype as issubsctype, + issubdtype as issubdtype, + sctype2char as sctype2char, + find_common_type as find_common_type, + nbytes as nbytes, + cast as cast, + ScalarType as ScalarType, + typecodes as typecodes, +) + +from numpy.core.shape_base import ( + atleast_1d as atleast_1d, + atleast_2d as atleast_2d, + atleast_3d as atleast_3d, + block as block, + hstack as hstack, + stack as stack, + vstack as vstack, +) + +from numpy.lib import ( + emath as emath, +) + +from numpy.lib.arraypad import ( + pad as pad, +) + +from numpy.lib.arraysetops import ( + ediff1d as ediff1d, + intersect1d as intersect1d, + setxor1d as setxor1d, + union1d as union1d, + setdiff1d as setdiff1d, + unique as unique, + in1d as in1d, + isin as isin, +) + +from numpy.lib.arrayterator import ( + Arrayterator as Arrayterator, +) + +from numpy.lib.function_base import ( + select as select, + piecewise as piecewise, + trim_zeros as trim_zeros, + copy as copy, + iterable as iterable, + percentile as percentile, + diff as diff, + gradient as gradient, + angle as angle, + unwrap as unwrap, + sort_complex as sort_complex, + disp as disp, + flip as flip, + rot90 as rot90, + extract as extract, + place as place, + asarray_chkfinite as asarray_chkfinite, + average as average, + bincount as bincount, + digitize as digitize, + cov as cov, + corrcoef as corrcoef, + msort as msort, + median as median, + sinc as sinc, + hamming as hamming, + hanning as hanning, + bartlett as bartlett, + blackman as blackman, + kaiser as kaiser, + trapz as trapz, + i0 as i0, + add_newdoc as add_newdoc, + add_docstring as add_docstring, + meshgrid as meshgrid, + delete as delete, + insert as insert, + append as append, + interp as interp, + add_newdoc_ufunc as add_newdoc_ufunc, + quantile as quantile, +) + +from numpy.lib.index_tricks import ( + ravel_multi_index as ravel_multi_index, + unravel_index as unravel_index, + mgrid as mgrid, + ogrid as ogrid, + r_ as r_, + c_ as c_, + s_ as s_, + index_exp as index_exp, + ix_ as ix_, + fill_diagonal as fill_diagonal, + diag_indices as diag_indices, + diag_indices_from as diag_indices_from, +) + +from numpy.lib.nanfunctions import ( + nansum as nansum, + nanmax as nanmax, + nanmin as nanmin, + nanargmax as nanargmax, + nanargmin as nanargmin, + nanmean as nanmean, + nanmedian as nanmedian, + nanpercentile as nanpercentile, + nanvar as nanvar, + nanstd as nanstd, + nanprod as nanprod, + nancumsum as nancumsum, + nancumprod as nancumprod, + nanquantile as nanquantile, +) + +from numpy.lib.npyio import ( + savetxt as savetxt, + loadtxt as loadtxt, + genfromtxt as genfromtxt, + recfromtxt as recfromtxt, + recfromcsv as recfromcsv, + load as load, + loads as loads, + save as save, + savez as savez, + savez_compressed as savez_compressed, + packbits as packbits, + unpackbits as unpackbits, + fromregex as fromregex, +) + +from numpy.lib.polynomial import ( + poly as poly, + roots as roots, + polyint as polyint, + polyder as polyder, + polyadd as polyadd, + polysub as polysub, + polymul as polymul, + polydiv as polydiv, + polyval as polyval, + polyfit as polyfit, +) + +from numpy.lib.shape_base import ( + column_stack as column_stack, + row_stack as row_stack, + dstack as dstack, + array_split as array_split, + split as split, + hsplit as hsplit, + vsplit as vsplit, + dsplit as dsplit, + apply_over_axes as apply_over_axes, + expand_dims as expand_dims, + apply_along_axis as apply_along_axis, + kron as kron, + tile as tile, + get_array_wrap as get_array_wrap, + take_along_axis as take_along_axis, + put_along_axis as put_along_axis, +) + +from numpy.lib.stride_tricks import ( + broadcast_to as broadcast_to, + broadcast_arrays as broadcast_arrays, + broadcast_shapes as broadcast_shapes, +) + +from numpy.lib.twodim_base import ( + diag as diag, + diagflat as diagflat, + eye as eye, + fliplr as fliplr, + flipud as flipud, + tri as tri, + triu as triu, + tril as tril, + vander as vander, + histogram2d as histogram2d, + mask_indices as mask_indices, + tril_indices as tril_indices, + tril_indices_from as tril_indices_from, + triu_indices as triu_indices, + triu_indices_from as triu_indices_from, +) + +from numpy.lib.type_check import ( + mintypecode as mintypecode, + asfarray as asfarray, + real as real, + imag as imag, + iscomplex as iscomplex, + isreal as isreal, + iscomplexobj as iscomplexobj, + isrealobj as isrealobj, + nan_to_num as nan_to_num, + real_if_close as real_if_close, + typename as typename, + common_type as common_type, +) + +from numpy.lib.ufunclike import ( + fix as fix, + isposinf as isposinf, + isneginf as isneginf, +) + +from numpy.lib.utils import ( + issubclass_ as issubclass_, + issubsctype as issubsctype, + issubdtype as issubdtype, + deprecate as deprecate, + deprecate_with_doc as deprecate_with_doc, + get_include as get_include, + info as info, + source as source, + who as who, + lookfor as lookfor, + byte_bounds as byte_bounds, + safe_eval as safe_eval, +) + +__all__: List[str] +__path__: List[str] +__version__: str +__git_version__: str + +# TODO: Move placeholders to their respective module once +# their annotations are properly implemented +# +# Placeholders for classes +# TODO: Remove `__getattr__` once the classes are stubbed out +class MachAr: + def __init__( + self, + float_conv: Any = ..., + int_conv: Any = ..., + float_to_float: Any = ..., + float_to_str: Any = ..., + title: Any = ..., + ) -> None: ... + def __getattr__(self, key: str) -> Any: ... + +class busdaycalendar: + def __new__(cls, weekmask: Any = ..., holidays: Any = ...) -> Any: ... + def __getattr__(self, key: str) -> Any: ... + +class chararray(ndarray[_ShapeType, _DType_co]): + def __new__( + subtype, + shape: Any, + itemsize: Any = ..., + unicode: Any = ..., + buffer: Any = ..., + offset: Any = ..., + strides: Any = ..., + order: Any = ..., + ) -> Any: ... + def __array_finalize__(self, obj): ... + def argsort(self, axis=..., kind=..., order=...): ... + def capitalize(self): ... + def center(self, width, fillchar=...): ... + def count(self, sub, start=..., end=...): ... + def decode(self, encoding=..., errors=...): ... + def encode(self, encoding=..., errors=...): ... + def endswith(self, suffix, start=..., end=...): ... + def expandtabs(self, tabsize=...): ... + def find(self, sub, start=..., end=...): ... + def index(self, sub, start=..., end=...): ... + def isalnum(self): ... + def isalpha(self): ... + def isdigit(self): ... + def islower(self): ... + def isspace(self): ... + def istitle(self): ... + def isupper(self): ... + def join(self, seq): ... + def ljust(self, width, fillchar=...): ... + def lower(self): ... + def lstrip(self, chars=...): ... + def partition(self, sep): ... + def replace(self, old, new, count=...): ... + def rfind(self, sub, start=..., end=...): ... + def rindex(self, sub, start=..., end=...): ... + def rjust(self, width, fillchar=...): ... + def rpartition(self, sep): ... + def rsplit(self, sep=..., maxsplit=...): ... + def rstrip(self, chars=...): ... + def split(self, sep=..., maxsplit=...): ... + def splitlines(self, keepends=...): ... + def startswith(self, prefix, start=..., end=...): ... + def strip(self, chars=...): ... + def swapcase(self): ... + def title(self): ... + def translate(self, table, deletechars=...): ... + def upper(self): ... + def zfill(self, width): ... + def isnumeric(self): ... + def isdecimal(self): ... + +class finfo: + def __new__(cls, dtype: Any) -> Any: ... + def __getattr__(self, key: str) -> Any: ... + +class format_parser: + def __init__( + self, + formats: Any, + names: Any, + titles: Any, + aligned: Any = ..., + byteorder: Any = ..., + ) -> None: ... + +class iinfo: + def __init__(self, int_type: Any) -> None: ... + def __getattr__(self, key: str) -> Any: ... + +class matrix(ndarray[_ShapeType, _DType_co]): + def __new__( + subtype, + data: Any, + dtype: Any = ..., + copy: Any = ..., + ) -> Any: ... + def __array_finalize__(self, obj): ... + def __getitem__(self, index): ... + def __mul__(self, other): ... + def __rmul__(self, other): ... + def __imul__(self, other): ... + def __pow__(self, other): ... + def __ipow__(self, other): ... + def __rpow__(self, other): ... + def tolist(self): ... + def sum(self, axis=..., dtype=..., out=...): ... + def squeeze(self, axis=...): ... + def flatten(self, order=...): ... + def mean(self, axis=..., dtype=..., out=...): ... + def std(self, axis=..., dtype=..., out=..., ddof=...): ... + def var(self, axis=..., dtype=..., out=..., ddof=...): ... + def prod(self, axis=..., dtype=..., out=...): ... + def any(self, axis=..., out=...): ... + def all(self, axis=..., out=...): ... + def max(self, axis=..., out=...): ... + def argmax(self, axis=..., out=...): ... + def min(self, axis=..., out=...): ... + def argmin(self, axis=..., out=...): ... + def ptp(self, axis=..., out=...): ... + def ravel(self, order=...): ... + @property + def T(self): ... + @property + def I(self): ... + @property + def A(self): ... + @property + def A1(self): ... + @property + def H(self): ... + def getT(self): ... + def getA(self): ... + def getA1(self): ... + def getH(self): ... + def getI(self): ... + +class memmap(ndarray[_ShapeType, _DType_co]): + def __new__( + subtype, + filename: Any, + dtype: Any = ..., + mode: Any = ..., + offset: Any = ..., + shape: Any = ..., + order: Any = ..., + ) -> Any: ... + def __getattr__(self, key: str) -> Any: ... + +class nditer: + def __new__( + cls, + op: Any, + flags: Any = ..., + op_flags: Any = ..., + op_dtypes: Any = ..., + order: Any = ..., + casting: Any = ..., + op_axes: Any = ..., + itershape: Any = ..., + buffersize: Any = ..., + ) -> Any: ... + def __getattr__(self, key: str) -> Any: ... + def __enter__(self) -> nditer: ... + def __exit__( + self, + exc_type: None | Type[BaseException], + exc_value: None | BaseException, + traceback: None | TracebackType, + ) -> None: ... + def __iter__(self) -> Iterator[Any]: ... + def __next__(self) -> Any: ... + def __len__(self) -> int: ... + def __copy__(self) -> nditer: ... + def __getitem__(self, index: SupportsIndex | slice) -> Any: ... + def __setitem__(self, index: SupportsIndex | slice, value: Any) -> None: ... + def __delitem__(self, key: SupportsIndex | slice) -> None: ... + + +class poly1d: + def __init__( + self, + c_or_r: Any, + r: Any = ..., + variable: Any = ..., + ) -> None: ... + def __call__(self, val: Any) -> Any: ... + __hash__: Any + @property + def coeffs(self): ... + @coeffs.setter + def coeffs(self, value): ... + @property + def c(self): ... + @c.setter + def c(self, value): ... + @property + def coef(self): ... + @coef.setter + def coef(self, value): ... + @property + def coefficients(self): ... + @coefficients.setter + def coefficients(self, value): ... + @property + def variable(self): ... + @property + def order(self): ... + @property + def o(self): ... + @property + def roots(self): ... + @property + def r(self): ... + def __array__(self, t=...): ... + def __len__(self): ... + def __neg__(self): ... + def __pos__(self): ... + def __mul__(self, other): ... + def __rmul__(self, other): ... + def __add__(self, other): ... + def __radd__(self, other): ... + def __pow__(self, val): ... + def __sub__(self, other): ... + def __rsub__(self, other): ... + def __div__(self, other): ... + def __truediv__(self, other): ... + def __rdiv__(self, other): ... + def __rtruediv__(self, other): ... + def __eq__(self, other): ... + def __ne__(self, other): ... + def __getitem__(self, val): ... + def __setitem__(self, key, val): ... + def __iter__(self): ... + def integ(self, m=..., k=...): ... + def deriv(self, m=...): ... + +class recarray(ndarray[_ShapeType, _DType_co]): + def __new__( + subtype, + shape: Any, + dtype: Any = ..., + buf: Any = ..., + offset: Any = ..., + strides: Any = ..., + formats: Any = ..., + names: Any = ..., + titles: Any = ..., + byteorder: Any = ..., + aligned: Any = ..., + order: Any = ..., + ) -> Any: ... + def __array_finalize__(self, obj): ... + def __getattribute__(self, attr): ... + def __setattr__(self, attr, val): ... + def __getitem__(self, indx): ... + def field(self, attr, val=...): ... + +class record(void): + def __getattribute__(self, attr): ... + def __setattr__(self, attr, val): ... + def __getitem__(self, indx): ... + def pprint(self): ... + +class vectorize: + pyfunc: Any + cache: Any + signature: Any + otypes: Any + excluded: Any + __doc__: Any + def __init__( + self, + pyfunc, + otypes: Any = ..., + doc: Any = ..., + excluded: Any = ..., + cache: Any = ..., + signature: Any = ..., + ) -> None: ... + def __call__(self, *args: Any, **kwargs: Any) -> Any: ... + +# Placeholders for Python-based functions +def asmatrix(data, dtype=...): ... +def asscalar(a): ... +def cumproduct(*args, **kwargs): ... +def histogram(a, bins=..., range=..., normed=..., weights=..., density=...): ... +def histogram_bin_edges(a, bins=..., range=..., weights=...): ... +def histogramdd(sample, bins=..., range=..., normed=..., weights=..., density=...): ... +def mat(data, dtype=...): ... +def max(a, axis=..., out=..., keepdims=..., initial=..., where=...): ... +def min(a, axis=..., out=..., keepdims=..., initial=..., where=...): ... +def product(*args, **kwargs): ... +def round(a, decimals=..., out=...): ... +def round_(a, decimals=..., out=...): ... +def show_config(): ... + +# Placeholders for C-based functions +# TODO: Sort out which parameters are positional-only +@overload +def arange(stop, dtype=..., *, like=...): ... +@overload +def arange(start, stop, step=..., dtype=..., *, like=...): ... +def busday_count( + begindates, + enddates, + weekmask=..., + holidays=..., + busdaycal=..., + out=..., +): ... +def busday_offset( + dates, + offsets, + roll=..., + weekmask=..., + holidays=..., + busdaycal=..., + out=..., +): ... +def can_cast(from_, to, casting=...): ... +def compare_chararrays(a, b, cmp_op, rstrip): ... +def concatenate(__a, axis=..., out=..., dtype=..., casting=...): ... +def copyto(dst, src, casting=..., where=...): ... +def datetime_as_string(arr, unit=..., timezone=..., casting=...): ... +def datetime_data(__dtype): ... +def dot(a, b, out=...): ... +def frombuffer(buffer, dtype=..., count=..., offset=..., *, like=...): ... +def fromfile( + file, dtype=..., count=..., sep=..., offset=..., *, like=... +): ... +def fromiter(iter, dtype, count=..., *, like=...): ... +def frompyfunc(func, nin, nout, * identity): ... +def fromstring(string, dtype=..., count=..., sep=..., *, like=...): ... +def geterrobj(): ... +def inner(a, b): ... +def is_busday( + dates, weekmask=..., holidays=..., busdaycal=..., out=... +): ... +def lexsort(keys, axis=...): ... +def may_share_memory(a, b, max_work=...): ... +def min_scalar_type(a): ... +def nested_iters(*args, **kwargs): ... # TODO: Sort out parameters +def promote_types(type1, type2): ... +def putmask(a, mask, values): ... +def result_type(*arrays_and_dtypes): ... +def seterrobj(errobj): ... +def shares_memory(a, b, max_work=...): ... +def vdot(a, b): ... +@overload +def where(__condition): ... +@overload +def where(__condition, __x, __y): ... + +_NdArraySubClass = TypeVar("_NdArraySubClass", bound=ndarray) +_DTypeScalar_co = TypeVar("_DTypeScalar_co", covariant=True, bound=generic) +_ByteOrder = L["S", "<", ">", "=", "|", "L", "B", "N", "I"] + +class dtype(Generic[_DTypeScalar_co]): + names: Optional[Tuple[str, ...]] + # Overload for subclass of generic + @overload + def __new__( + cls, + dtype: Type[_DTypeScalar_co], + align: bool = ..., + copy: bool = ..., + ) -> dtype[_DTypeScalar_co]: ... + # Overloads for string aliases, Python types, and some assorted + # other special cases. Order is sometimes important because of the + # subtype relationships + # + # bool < int < float < complex < object + # + # so we have to make sure the overloads for the narrowest type is + # first. + # Builtin types + @overload + def __new__(cls, dtype: Type[bool], align: bool = ..., copy: bool = ...) -> dtype[bool_]: ... + @overload + def __new__(cls, dtype: Type[int], align: bool = ..., copy: bool = ...) -> dtype[int_]: ... + @overload + def __new__(cls, dtype: Optional[Type[float]], align: bool = ..., copy: bool = ...) -> dtype[float_]: ... + @overload + def __new__(cls, dtype: Type[complex], align: bool = ..., copy: bool = ...) -> dtype[complex_]: ... + @overload + def __new__(cls, dtype: Type[str], align: bool = ..., copy: bool = ...) -> dtype[str_]: ... + @overload + def __new__(cls, dtype: Type[bytes], align: bool = ..., copy: bool = ...) -> dtype[bytes_]: ... + + # `unsignedinteger` string-based representations and ctypes + @overload + def __new__(cls, dtype: _UInt8Codes | Type[ct.c_uint8], align: bool = ..., copy: bool = ...) -> dtype[uint8]: ... + @overload + def __new__(cls, dtype: _UInt16Codes | Type[ct.c_uint16], align: bool = ..., copy: bool = ...) -> dtype[uint16]: ... + @overload + def __new__(cls, dtype: _UInt32Codes | Type[ct.c_uint32], align: bool = ..., copy: bool = ...) -> dtype[uint32]: ... + @overload + def __new__(cls, dtype: _UInt64Codes | Type[ct.c_uint64], align: bool = ..., copy: bool = ...) -> dtype[uint64]: ... + @overload + def __new__(cls, dtype: _UByteCodes | Type[ct.c_ubyte], align: bool = ..., copy: bool = ...) -> dtype[ubyte]: ... + @overload + def __new__(cls, dtype: _UShortCodes | Type[ct.c_ushort], align: bool = ..., copy: bool = ...) -> dtype[ushort]: ... + @overload + def __new__(cls, dtype: _UIntCCodes | Type[ct.c_uint], align: bool = ..., copy: bool = ...) -> dtype[uintc]: ... + + # NOTE: We're assuming here that `uint_ptr_t == size_t`, + # an assumption that does not hold in rare cases (same for `ssize_t`) + @overload + def __new__(cls, dtype: _UIntPCodes | Type[ct.c_void_p] | Type[ct.c_size_t], align: bool = ..., copy: bool = ...) -> dtype[uintp]: ... + @overload + def __new__(cls, dtype: _UIntCodes | Type[ct.c_ulong], align: bool = ..., copy: bool = ...) -> dtype[uint]: ... + @overload + def __new__(cls, dtype: _ULongLongCodes | Type[ct.c_ulonglong], align: bool = ..., copy: bool = ...) -> dtype[ulonglong]: ... + + # `signedinteger` string-based representations and ctypes + @overload + def __new__(cls, dtype: _Int8Codes | Type[ct.c_int8], align: bool = ..., copy: bool = ...) -> dtype[int8]: ... + @overload + def __new__(cls, dtype: _Int16Codes | Type[ct.c_int16], align: bool = ..., copy: bool = ...) -> dtype[int16]: ... + @overload + def __new__(cls, dtype: _Int32Codes | Type[ct.c_int32], align: bool = ..., copy: bool = ...) -> dtype[int32]: ... + @overload + def __new__(cls, dtype: _Int64Codes | Type[ct.c_int64], align: bool = ..., copy: bool = ...) -> dtype[int64]: ... + @overload + def __new__(cls, dtype: _ByteCodes | Type[ct.c_byte], align: bool = ..., copy: bool = ...) -> dtype[byte]: ... + @overload + def __new__(cls, dtype: _ShortCodes | Type[ct.c_short], align: bool = ..., copy: bool = ...) -> dtype[short]: ... + @overload + def __new__(cls, dtype: _IntCCodes | Type[ct.c_int], align: bool = ..., copy: bool = ...) -> dtype[intc]: ... + @overload + def __new__(cls, dtype: _IntPCodes | Type[ct.c_ssize_t], align: bool = ..., copy: bool = ...) -> dtype[intp]: ... + @overload + def __new__(cls, dtype: _IntCodes | Type[ct.c_long], align: bool = ..., copy: bool = ...) -> dtype[int_]: ... + @overload + def __new__(cls, dtype: _LongLongCodes | Type[ct.c_longlong], align: bool = ..., copy: bool = ...) -> dtype[longlong]: ... + + # `floating` string-based representations and ctypes + @overload + def __new__(cls, dtype: _Float16Codes, align: bool = ..., copy: bool = ...) -> dtype[float16]: ... + @overload + def __new__(cls, dtype: _Float32Codes, align: bool = ..., copy: bool = ...) -> dtype[float32]: ... + @overload + def __new__(cls, dtype: _Float64Codes, align: bool = ..., copy: bool = ...) -> dtype[float64]: ... + @overload + def __new__(cls, dtype: _HalfCodes, align: bool = ..., copy: bool = ...) -> dtype[half]: ... + @overload + def __new__(cls, dtype: _SingleCodes | Type[ct.c_float], align: bool = ..., copy: bool = ...) -> dtype[single]: ... + @overload + def __new__(cls, dtype: _DoubleCodes | Type[ct.c_double], align: bool = ..., copy: bool = ...) -> dtype[double]: ... + @overload + def __new__(cls, dtype: _LongDoubleCodes | Type[ct.c_longdouble], align: bool = ..., copy: bool = ...) -> dtype[longdouble]: ... + + # `complexfloating` string-based representations + @overload + def __new__(cls, dtype: _Complex64Codes, align: bool = ..., copy: bool = ...) -> dtype[complex64]: ... + @overload + def __new__(cls, dtype: _Complex128Codes, align: bool = ..., copy: bool = ...) -> dtype[complex128]: ... + @overload + def __new__(cls, dtype: _CSingleCodes, align: bool = ..., copy: bool = ...) -> dtype[csingle]: ... + @overload + def __new__(cls, dtype: _CDoubleCodes, align: bool = ..., copy: bool = ...) -> dtype[cdouble]: ... + @overload + def __new__(cls, dtype: _CLongDoubleCodes, align: bool = ..., copy: bool = ...) -> dtype[clongdouble]: ... + + # Miscellaneous string-based representations and ctypes + @overload + def __new__(cls, dtype: _BoolCodes | Type[ct.c_bool], align: bool = ..., copy: bool = ...) -> dtype[bool_]: ... + @overload + def __new__(cls, dtype: _TD64Codes, align: bool = ..., copy: bool = ...) -> dtype[timedelta64]: ... + @overload + def __new__(cls, dtype: _DT64Codes, align: bool = ..., copy: bool = ...) -> dtype[datetime64]: ... + @overload + def __new__(cls, dtype: _StrCodes, align: bool = ..., copy: bool = ...) -> dtype[str_]: ... + @overload + def __new__(cls, dtype: _BytesCodes | Type[ct.c_char], align: bool = ..., copy: bool = ...) -> dtype[bytes_]: ... + @overload + def __new__(cls, dtype: _VoidCodes, align: bool = ..., copy: bool = ...) -> dtype[void]: ... + @overload + def __new__(cls, dtype: _ObjectCodes | Type[ct.py_object], align: bool = ..., copy: bool = ...) -> dtype[object_]: ... + + # dtype of a dtype is the same dtype + @overload + def __new__( + cls, + dtype: dtype[_DTypeScalar_co], + align: bool = ..., + copy: bool = ..., + ) -> dtype[_DTypeScalar_co]: ... + @overload + def __new__( + cls, + dtype: _SupportsDType[dtype[_DTypeScalar_co]], + align: bool = ..., + copy: bool = ..., + ) -> dtype[_DTypeScalar_co]: ... + # Handle strings that can't be expressed as literals; i.e. s1, s2, ... + @overload + def __new__( + cls, + dtype: str, + align: bool = ..., + copy: bool = ..., + ) -> dtype[Any]: ... + # Catchall overload for void-likes + @overload + def __new__( + cls, + dtype: _VoidDTypeLike, + align: bool = ..., + copy: bool = ..., + ) -> dtype[void]: ... + # Catchall overload for object-likes + @overload + def __new__( + cls, + dtype: Type[object], + align: bool = ..., + copy: bool = ..., + ) -> dtype[object_]: ... + + @overload + def __getitem__(self: dtype[void], key: List[str]) -> dtype[void]: ... + @overload + def __getitem__(self: dtype[void], key: Union[str, int]) -> dtype[Any]: ... + + # NOTE: In the future 1-based multiplications will also yield `void` dtypes + @overload + def __mul__(self, value: L[0]) -> None: ... # type: ignore[misc] + @overload + def __mul__(self: _DType, value: L[1]) -> _DType: ... + @overload + def __mul__(self, value: int) -> dtype[void]: ... + + # NOTE: `__rmul__` seems to be broken when used in combination with + # literals as of mypy 0.800. Set the return-type to `Any` for now. + def __rmul__(self, value: int) -> Any: ... + + def __gt__(self, other: DTypeLike) -> bool: ... + def __ge__(self, other: DTypeLike) -> bool: ... + def __lt__(self, other: DTypeLike) -> bool: ... + def __le__(self, other: DTypeLike) -> bool: ... + @property + def alignment(self) -> int: ... + @property + def base(self: _DType) -> _DType: ... + @property + def byteorder(self) -> str: ... + @property + def char(self) -> str: ... + @property + def descr(self) -> List[Union[Tuple[str, str], Tuple[str, str, _Shape]]]: ... + @property + def fields( + self, + ) -> Optional[Mapping[str, Union[Tuple[dtype[Any], int], Tuple[dtype[Any], int, Any]]]]: ... + @property + def flags(self) -> int: ... + @property + def hasobject(self) -> bool: ... + @property + def isbuiltin(self) -> int: ... + @property + def isnative(self) -> bool: ... + @property + def isalignedstruct(self) -> bool: ... + @property + def itemsize(self) -> int: ... + @property + def kind(self) -> str: ... + @property + def metadata(self) -> Optional[Mapping[str, Any]]: ... + @property + def name(self) -> str: ... + @property + def names(self) -> Optional[Tuple[str, ...]]: ... + @property + def num(self) -> int: ... + @property + def shape(self) -> _Shape: ... + @property + def ndim(self) -> int: ... + @property + def subdtype(self: _DType) -> Optional[Tuple[_DType, _Shape]]: ... + def newbyteorder(self: _DType, __new_order: _ByteOrder = ...) -> _DType: ... + # Leave str and type for end to avoid having to use `builtins.str` + # everywhere. See https://github.com/python/mypy/issues/3775 + @property + def str(self) -> builtins.str: ... + @property + def type(self) -> Type[_DTypeScalar_co]: ... + +class _flagsobj: + aligned: bool + updateifcopy: bool + writeable: bool + writebackifcopy: bool + @property + def behaved(self) -> bool: ... + @property + def c_contiguous(self) -> bool: ... + @property + def carray(self) -> bool: ... + @property + def contiguous(self) -> bool: ... + @property + def f_contiguous(self) -> bool: ... + @property + def farray(self) -> bool: ... + @property + def fnc(self) -> bool: ... + @property + def forc(self) -> bool: ... + @property + def fortran(self) -> bool: ... + @property + def num(self) -> int: ... + @property + def owndata(self) -> bool: ... + def __getitem__(self, key: str) -> bool: ... + def __setitem__(self, key: str, value: bool) -> None: ... + +_ArrayLikeInt = Union[ + int, + integer, + Sequence[Union[int, integer]], + Sequence[Sequence[Any]], # TODO: wait for support for recursive types + ndarray +] + +_FlatIterSelf = TypeVar("_FlatIterSelf", bound=flatiter) + +class flatiter(Generic[_NdArraySubClass]): + @property + def base(self) -> _NdArraySubClass: ... + @property + def coords(self) -> _Shape: ... + @property + def index(self) -> int: ... + def copy(self) -> _NdArraySubClass: ... + def __iter__(self: _FlatIterSelf) -> _FlatIterSelf: ... + def __next__(self: flatiter[ndarray[Any, dtype[_ScalarType]]]) -> _ScalarType: ... + def __len__(self) -> int: ... + @overload + def __getitem__( + self: flatiter[ndarray[Any, dtype[_ScalarType]]], + key: Union[int, integer], + ) -> _ScalarType: ... + @overload + def __getitem__( + self, key: Union[_ArrayLikeInt, slice, ellipsis], + ) -> _NdArraySubClass: ... + @overload + def __array__(self: flatiter[ndarray[Any, _DType]], __dtype: None = ...) -> ndarray[Any, _DType]: ... + @overload + def __array__(self, __dtype: _DType) -> ndarray[Any, _DType]: ... + +_OrderKACF = Optional[L["K", "A", "C", "F"]] +_OrderACF = Optional[L["A", "C", "F"]] +_OrderCF = Optional[L["C", "F"]] + +_ModeKind = L["raise", "wrap", "clip"] +_PartitionKind = L["introselect"] +_SortKind = L["quicksort", "mergesort", "heapsort", "stable"] +_SortSide = L["left", "right"] + +_ArraySelf = TypeVar("_ArraySelf", bound=_ArrayOrScalarCommon) + +class _ArrayOrScalarCommon: + @property + def T(self: _ArraySelf) -> _ArraySelf: ... + @property + def data(self) -> memoryview: ... + @property + def flags(self) -> _flagsobj: ... + @property + def itemsize(self) -> int: ... + @property + def nbytes(self) -> int: ... + def __bool__(self) -> bool: ... + def __bytes__(self) -> bytes: ... + def __str__(self) -> str: ... + def __repr__(self) -> str: ... + def __copy__(self: _ArraySelf) -> _ArraySelf: ... + def __deepcopy__(self: _ArraySelf, __memo: Optional[dict] = ...) -> _ArraySelf: ... + def __eq__(self, other): ... + def __ne__(self, other): ... + def astype( + self: _ArraySelf, + dtype: DTypeLike, + order: _OrderKACF = ..., + casting: _Casting = ..., + subok: bool = ..., + copy: bool = ..., + ) -> _ArraySelf: ... + def copy(self: _ArraySelf, order: _OrderKACF = ...) -> _ArraySelf: ... + def dump(self, file: str) -> None: ... + def dumps(self) -> bytes: ... + def getfield( + self: _ArraySelf, dtype: DTypeLike, offset: int = ... + ) -> _ArraySelf: ... + def tobytes(self, order: _OrderKACF = ...) -> bytes: ... + # NOTE: `tostring()` is deprecated and therefore excluded + # def tostring(self, order=...): ... + def tofile( + self, fid: Union[IO[bytes], str, bytes, os.PathLike[Any]], sep: str = ..., format: str = ... + ) -> None: ... + # generics and 0d arrays return builtin scalars + def tolist(self) -> Any: ... + @overload + def view(self, type: Type[_NdArraySubClass]) -> _NdArraySubClass: ... + @overload + def view(self: _ArraySelf, dtype: DTypeLike = ...) -> _ArraySelf: ... + @overload + def view( + self, dtype: DTypeLike, type: Type[_NdArraySubClass] + ) -> _NdArraySubClass: ... + + # TODO: Add proper signatures + def __getitem__(self, key) -> Any: ... + @property + def __array_interface__(self): ... + @property + def __array_priority__(self): ... + @property + def __array_struct__(self): ... + def __array_wrap__(array, context=...): ... + def __setstate__(self, __state): ... + # a `bool_` is returned when `keepdims=True` and `self` is a 0d array + + @overload + def all( + self, + axis: None = ..., + out: None = ..., + keepdims: L[False] = ..., + ) -> bool_: ... + @overload + def all( + self, + axis: Optional[_ShapeLike] = ..., + out: None = ..., + keepdims: bool = ..., + ) -> Any: ... + @overload + def all( + self, + axis: Optional[_ShapeLike] = ..., + out: _NdArraySubClass = ..., + keepdims: bool = ..., + ) -> _NdArraySubClass: ... + + @overload + def any( + self, + axis: None = ..., + out: None = ..., + keepdims: L[False] = ..., + ) -> bool_: ... + @overload + def any( + self, + axis: Optional[_ShapeLike] = ..., + out: None = ..., + keepdims: bool = ..., + ) -> Any: ... + @overload + def any( + self, + axis: Optional[_ShapeLike] = ..., + out: _NdArraySubClass = ..., + keepdims: bool = ..., + ) -> _NdArraySubClass: ... + + @overload + def argmax( + self, + axis: None = ..., + out: None = ..., + ) -> intp: ... + @overload + def argmax( + self, + axis: _ShapeLike = ..., + out: None = ..., + ) -> Any: ... + @overload + def argmax( + self, + axis: Optional[_ShapeLike] = ..., + out: _NdArraySubClass = ..., + ) -> _NdArraySubClass: ... + + @overload + def argmin( + self, + axis: None = ..., + out: None = ..., + ) -> intp: ... + @overload + def argmin( + self, + axis: _ShapeLike = ..., + out: None = ..., + ) -> Any: ... + @overload + def argmin( + self, + axis: Optional[_ShapeLike] = ..., + out: _NdArraySubClass = ..., + ) -> _NdArraySubClass: ... + + def argsort( + self, + axis: Optional[SupportsIndex] = ..., + kind: Optional[_SortKind] = ..., + order: Union[None, str, Sequence[str]] = ..., + ) -> ndarray: ... + + @overload + def choose( + self, + choices: ArrayLike, + out: None = ..., + mode: _ModeKind = ..., + ) -> ndarray: ... + @overload + def choose( + self, + choices: ArrayLike, + out: _NdArraySubClass = ..., + mode: _ModeKind = ..., + ) -> _NdArraySubClass: ... + + @overload + def clip( + self, + min: ArrayLike = ..., + max: Optional[ArrayLike] = ..., + out: None = ..., + **kwargs: Any, + ) -> ndarray: ... + @overload + def clip( + self, + min: None = ..., + max: ArrayLike = ..., + out: None = ..., + **kwargs: Any, + ) -> ndarray: ... + @overload + def clip( + self, + min: ArrayLike = ..., + max: Optional[ArrayLike] = ..., + out: _NdArraySubClass = ..., + **kwargs: Any, + ) -> _NdArraySubClass: ... + @overload + def clip( + self, + min: None = ..., + max: ArrayLike = ..., + out: _NdArraySubClass = ..., + **kwargs: Any, + ) -> _NdArraySubClass: ... + + @overload + def compress( + self, + a: ArrayLike, + axis: Optional[SupportsIndex] = ..., + out: None = ..., + ) -> ndarray: ... + @overload + def compress( + self, + a: ArrayLike, + axis: Optional[SupportsIndex] = ..., + out: _NdArraySubClass = ..., + ) -> _NdArraySubClass: ... + + def conj(self: _ArraySelf) -> _ArraySelf: ... + + def conjugate(self: _ArraySelf) -> _ArraySelf: ... + + @overload + def cumprod( + self, + axis: Optional[SupportsIndex] = ..., + dtype: DTypeLike = ..., + out: None = ..., + ) -> ndarray: ... + @overload + def cumprod( + self, + axis: Optional[SupportsIndex] = ..., + dtype: DTypeLike = ..., + out: _NdArraySubClass = ..., + ) -> _NdArraySubClass: ... + + @overload + def cumsum( + self, + axis: Optional[SupportsIndex] = ..., + dtype: DTypeLike = ..., + out: None = ..., + ) -> ndarray: ... + @overload + def cumsum( + self, + axis: Optional[SupportsIndex] = ..., + dtype: DTypeLike = ..., + out: _NdArraySubClass = ..., + ) -> _NdArraySubClass: ... + + @overload + def max( + self, + axis: Optional[_ShapeLike] = ..., + out: None = ..., + keepdims: bool = ..., + initial: _NumberLike_co = ..., + where: _ArrayLikeBool_co = ..., + ) -> Any: ... + @overload + def max( + self, + axis: Optional[_ShapeLike] = ..., + out: _NdArraySubClass = ..., + keepdims: bool = ..., + initial: _NumberLike_co = ..., + where: _ArrayLikeBool_co = ..., + ) -> _NdArraySubClass: ... + + @overload + def mean( + self, + axis: Optional[_ShapeLike] = ..., + dtype: DTypeLike = ..., + out: None = ..., + keepdims: bool = ..., + ) -> Any: ... + @overload + def mean( + self, + axis: Optional[_ShapeLike] = ..., + dtype: DTypeLike = ..., + out: _NdArraySubClass = ..., + keepdims: bool = ..., + ) -> _NdArraySubClass: ... + + @overload + def min( + self, + axis: Optional[_ShapeLike] = ..., + out: None = ..., + keepdims: bool = ..., + initial: _NumberLike_co = ..., + where: _ArrayLikeBool_co = ..., + ) -> Any: ... + @overload + def min( + self, + axis: Optional[_ShapeLike] = ..., + out: _NdArraySubClass = ..., + keepdims: bool = ..., + initial: _NumberLike_co = ..., + where: _ArrayLikeBool_co = ..., + ) -> _NdArraySubClass: ... + + def newbyteorder( + self: _ArraySelf, + __new_order: _ByteOrder = ..., + ) -> _ArraySelf: ... + + @overload + def prod( + self, + axis: Optional[_ShapeLike] = ..., + dtype: DTypeLike = ..., + out: None = ..., + keepdims: bool = ..., + initial: _NumberLike_co = ..., + where: _ArrayLikeBool_co = ..., + ) -> Any: ... + @overload + def prod( + self, + axis: Optional[_ShapeLike] = ..., + dtype: DTypeLike = ..., + out: _NdArraySubClass = ..., + keepdims: bool = ..., + initial: _NumberLike_co = ..., + where: _ArrayLikeBool_co = ..., + ) -> _NdArraySubClass: ... + + @overload + def ptp( + self, + axis: Optional[_ShapeLike] = ..., + out: None = ..., + keepdims: bool = ..., + ) -> Any: ... + @overload + def ptp( + self, + axis: Optional[_ShapeLike] = ..., + out: _NdArraySubClass = ..., + keepdims: bool = ..., + ) -> _NdArraySubClass: ... + + @overload + def round( + self: _ArraySelf, + decimals: SupportsIndex = ..., + out: None = ..., + ) -> _ArraySelf: ... + @overload + def round( + self, + decimals: SupportsIndex = ..., + out: _NdArraySubClass = ..., + ) -> _NdArraySubClass: ... + + @overload + def std( + self, + axis: Optional[_ShapeLike] = ..., + dtype: DTypeLike = ..., + out: None = ..., + ddof: int = ..., + keepdims: bool = ..., + ) -> Any: ... + @overload + def std( + self, + axis: Optional[_ShapeLike] = ..., + dtype: DTypeLike = ..., + out: _NdArraySubClass = ..., + ddof: int = ..., + keepdims: bool = ..., + ) -> _NdArraySubClass: ... + + @overload + def sum( + self, + axis: Optional[_ShapeLike] = ..., + dtype: DTypeLike = ..., + out: None = ..., + keepdims: bool = ..., + initial: _NumberLike_co = ..., + where: _ArrayLikeBool_co = ..., + ) -> Any: ... + @overload + def sum( + self, + axis: Optional[_ShapeLike] = ..., + dtype: DTypeLike = ..., + out: _NdArraySubClass = ..., + keepdims: bool = ..., + initial: _NumberLike_co = ..., + where: _ArrayLikeBool_co = ..., + ) -> _NdArraySubClass: ... + + @overload + def var( + self, + axis: Optional[_ShapeLike] = ..., + dtype: DTypeLike = ..., + out: None = ..., + ddof: int = ..., + keepdims: bool = ..., + ) -> Any: ... + @overload + def var( + self, + axis: Optional[_ShapeLike] = ..., + dtype: DTypeLike = ..., + out: _NdArraySubClass = ..., + ddof: int = ..., + keepdims: bool = ..., + ) -> _NdArraySubClass: ... + +_DType = TypeVar("_DType", bound=dtype[Any]) +_DType_co = TypeVar("_DType_co", covariant=True, bound=dtype[Any]) + +# TODO: Set the `bound` to something more suitable once we +# have proper shape support +_ShapeType = TypeVar("_ShapeType", bound=Any) +_NumberType = TypeVar("_NumberType", bound=number[Any]) +_BufferType = Union[ndarray, bytes, bytearray, memoryview] + +_T = TypeVar("_T") +_T_co = TypeVar("_T_co", covariant=True) +_2Tuple = Tuple[_T, _T] +_Casting = L["no", "equiv", "safe", "same_kind", "unsafe"] + +_ArrayUInt_co = NDArray[Union[bool_, unsignedinteger[Any]]] +_ArrayInt_co = NDArray[Union[bool_, integer[Any]]] +_ArrayFloat_co = NDArray[Union[bool_, integer[Any], floating[Any]]] +_ArrayComplex_co = NDArray[Union[bool_, integer[Any], floating[Any], complexfloating[Any, Any]]] +_ArrayNumber_co = NDArray[Union[bool_, number[Any]]] +_ArrayTD64_co = NDArray[Union[bool_, integer[Any], timedelta64]] + +class _SupportsItem(Protocol[_T_co]): + def item(self, __args: Any) -> _T_co: ... + +class _SupportsReal(Protocol[_T_co]): + @property + def real(self) -> _T_co: ... + +class _SupportsImag(Protocol[_T_co]): + @property + def imag(self) -> _T_co: ... + +class ndarray(_ArrayOrScalarCommon, Generic[_ShapeType, _DType_co]): + @property + def base(self) -> Optional[ndarray]: ... + @property + def ndim(self) -> int: ... + @property + def size(self) -> int: ... + @property + def real( + self: NDArray[_SupportsReal[_ScalarType]], # type: ignore[type-var] + ) -> ndarray[_ShapeType, dtype[_ScalarType]]: ... + @real.setter + def real(self, value: ArrayLike) -> None: ... + @property + def imag( + self: NDArray[_SupportsImag[_ScalarType]], # type: ignore[type-var] + ) -> ndarray[_ShapeType, dtype[_ScalarType]]: ... + @imag.setter + def imag(self, value: ArrayLike) -> None: ... + def __new__( + cls: Type[_ArraySelf], + shape: _ShapeLike, + dtype: DTypeLike = ..., + buffer: _BufferType = ..., + offset: int = ..., + strides: _ShapeLike = ..., + order: _OrderKACF = ..., + ) -> _ArraySelf: ... + @overload + def __array__(self, __dtype: None = ...) -> ndarray[Any, _DType_co]: ... + @overload + def __array__(self, __dtype: _DType) -> ndarray[Any, _DType]: ... + @property + def ctypes(self) -> _ctypes[int]: ... + @property + def shape(self) -> _Shape: ... + @shape.setter + def shape(self, value: _ShapeLike) -> None: ... + @property + def strides(self) -> _Shape: ... + @strides.setter + def strides(self, value: _ShapeLike) -> None: ... + def byteswap(self: _ArraySelf, inplace: bool = ...) -> _ArraySelf: ... + def fill(self, value: Any) -> None: ... + @property + def flat(self: _NdArraySubClass) -> flatiter[_NdArraySubClass]: ... + + # Use the same output type as that of the underlying `generic` + @overload + def item( + self: ndarray[Any, dtype[_SupportsItem[_T]]], # type: ignore[type-var] + *args: SupportsIndex, + ) -> _T: ... + @overload + def item( + self: ndarray[Any, dtype[_SupportsItem[_T]]], # type: ignore[type-var] + __args: Tuple[SupportsIndex, ...], + ) -> _T: ... + + @overload + def itemset(self, __value: Any) -> None: ... + @overload + def itemset(self, __item: _ShapeLike, __value: Any) -> None: ... + + @overload + def resize(self, __new_shape: _ShapeLike, *, refcheck: bool = ...) -> None: ... + @overload + def resize(self, *new_shape: SupportsIndex, refcheck: bool = ...) -> None: ... + + def setflags( + self, write: bool = ..., align: bool = ..., uic: bool = ... + ) -> None: ... + + def squeeze( + self, + axis: Union[SupportsIndex, Tuple[SupportsIndex, ...]] = ..., + ) -> ndarray[Any, _DType_co]: ... + + def swapaxes( + self, + axis1: SupportsIndex, + axis2: SupportsIndex, + ) -> ndarray[Any, _DType_co]: ... + + @overload + def transpose(self: _ArraySelf, __axes: _ShapeLike) -> _ArraySelf: ... + @overload + def transpose(self: _ArraySelf, *axes: SupportsIndex) -> _ArraySelf: ... + + def argpartition( + self, + kth: _ArrayLikeInt_co, + axis: Optional[SupportsIndex] = ..., + kind: _PartitionKind = ..., + order: Union[None, str, Sequence[str]] = ..., + ) -> ndarray[Any, dtype[intp]]: ... + + def diagonal( + self, + offset: SupportsIndex = ..., + axis1: SupportsIndex = ..., + axis2: SupportsIndex = ..., + ) -> ndarray[Any, _DType_co]: ... + + # 1D + 1D returns a scalar; + # all other with at least 1 non-0D array return an ndarray. + @overload + def dot(self, b: _ScalarLike_co, out: None = ...) -> ndarray: ... + @overload + def dot(self, b: ArrayLike, out: None = ...) -> Any: ... # type: ignore[misc] + @overload + def dot(self, b: ArrayLike, out: _NdArraySubClass) -> _NdArraySubClass: ... + + # `nonzero()` is deprecated for 0d arrays/generics + def nonzero(self) -> Tuple[ndarray[Any, dtype[intp]], ...]: ... + + def partition( + self, + kth: _ArrayLikeInt_co, + axis: SupportsIndex = ..., + kind: _PartitionKind = ..., + order: Union[None, str, Sequence[str]] = ..., + ) -> None: ... + + # `put` is technically available to `generic`, + # but is pointless as `generic`s are immutable + def put( + self, + ind: _ArrayLikeInt_co, + v: ArrayLike, + mode: _ModeKind = ..., + ) -> None: ... + + @overload + def searchsorted( # type: ignore[misc] + self, # >= 1D array + v: _ScalarLike_co, # 0D array-like + side: _SortSide = ..., + sorter: Optional[_ArrayLikeInt_co] = ..., + ) -> intp: ... + @overload + def searchsorted( + self, # >= 1D array + v: ArrayLike, + side: _SortSide = ..., + sorter: Optional[_ArrayLikeInt_co] = ..., + ) -> ndarray[Any, dtype[intp]]: ... + + def setfield( + self, + val: ArrayLike, + dtype: DTypeLike, + offset: SupportsIndex = ..., + ) -> None: ... + + def sort( + self, + axis: SupportsIndex = ..., + kind: Optional[_SortKind] = ..., + order: Union[None, str, Sequence[str]] = ..., + ) -> None: ... + + @overload + def trace( + self, # >= 2D array + offset: SupportsIndex = ..., + axis1: SupportsIndex = ..., + axis2: SupportsIndex = ..., + dtype: DTypeLike = ..., + out: None = ..., + ) -> Any: ... + @overload + def trace( + self, # >= 2D array + offset: SupportsIndex = ..., + axis1: SupportsIndex = ..., + axis2: SupportsIndex = ..., + dtype: DTypeLike = ..., + out: _NdArraySubClass = ..., + ) -> _NdArraySubClass: ... + + @overload + def take( # type: ignore[misc] + self: ndarray[Any, dtype[_ScalarType]], + indices: _IntLike_co, + axis: Optional[SupportsIndex] = ..., + out: None = ..., + mode: _ModeKind = ..., + ) -> _ScalarType: ... + @overload + def take( # type: ignore[misc] + self, + indices: _ArrayLikeInt_co, + axis: Optional[SupportsIndex] = ..., + out: None = ..., + mode: _ModeKind = ..., + ) -> ndarray[Any, _DType_co]: ... + @overload + def take( + self, + indices: _ArrayLikeInt_co, + axis: Optional[SupportsIndex] = ..., + out: _NdArraySubClass = ..., + mode: _ModeKind = ..., + ) -> _NdArraySubClass: ... + + def repeat( + self, + repeats: _ArrayLikeInt_co, + axis: Optional[SupportsIndex] = ..., + ) -> ndarray[Any, _DType_co]: ... + + def flatten( + self, + order: _OrderKACF = ..., + ) -> ndarray[Any, _DType_co]: ... + + def ravel( + self, + order: _OrderKACF = ..., + ) -> ndarray[Any, _DType_co]: ... + + @overload + def reshape( + self, __shape: _ShapeLike, *, order: _OrderACF = ... + ) -> ndarray[Any, _DType_co]: ... + @overload + def reshape( + self, *shape: SupportsIndex, order: _OrderACF = ... + ) -> ndarray[Any, _DType_co]: ... + + # Dispatch to the underlying `generic` via protocols + def __int__( + self: ndarray[Any, dtype[SupportsInt]], # type: ignore[type-var] + ) -> int: ... + + def __float__( + self: ndarray[Any, dtype[SupportsFloat]], # type: ignore[type-var] + ) -> float: ... + + def __complex__( + self: ndarray[Any, dtype[SupportsComplex]], # type: ignore[type-var] + ) -> complex: ... + + def __index__( + self: ndarray[Any, dtype[SupportsIndex]], # type: ignore[type-var] + ) -> int: ... + + def __len__(self) -> int: ... + def __setitem__(self, key, value): ... + def __iter__(self) -> Any: ... + def __contains__(self, key) -> bool: ... + + # The last overload is for catching recursive objects whose + # nesting is too deep. + # The first overload is for catching `bytes` (as they are a subtype of + # `Sequence[int]`) and `str`. As `str` is a recusive sequence of + # strings, it will pass through the final overload otherwise + + @overload + def __lt__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __lt__(self: _ArrayNumber_co, other: _ArrayLikeNumber_co) -> NDArray[bool_]: ... + @overload + def __lt__(self: _ArrayTD64_co, other: _ArrayLikeTD64_co) -> NDArray[bool_]: ... + @overload + def __lt__(self: NDArray[datetime64], other: _ArrayLikeDT64_co) -> NDArray[bool_]: ... + @overload + def __lt__(self: NDArray[object_], other: Any) -> NDArray[bool_]: ... + @overload + def __lt__(self: NDArray[Any], other: _ArrayLikeObject_co) -> NDArray[bool_]: ... + @overload + def __lt__( + self: NDArray[Union[number[Any], datetime64, timedelta64, bool_]], + other: _RecursiveSequence, + ) -> NDArray[bool_]: ... + + @overload + def __le__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __le__(self: _ArrayNumber_co, other: _ArrayLikeNumber_co) -> NDArray[bool_]: ... + @overload + def __le__(self: _ArrayTD64_co, other: _ArrayLikeTD64_co) -> NDArray[bool_]: ... + @overload + def __le__(self: NDArray[datetime64], other: _ArrayLikeDT64_co) -> NDArray[bool_]: ... + @overload + def __le__(self: NDArray[object_], other: Any) -> NDArray[bool_]: ... + @overload + def __le__(self: NDArray[Any], other: _ArrayLikeObject_co) -> NDArray[bool_]: ... + @overload + def __le__( + self: NDArray[Union[number[Any], datetime64, timedelta64, bool_]], + other: _RecursiveSequence, + ) -> NDArray[bool_]: ... + + @overload + def __gt__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __gt__(self: _ArrayNumber_co, other: _ArrayLikeNumber_co) -> NDArray[bool_]: ... + @overload + def __gt__(self: _ArrayTD64_co, other: _ArrayLikeTD64_co) -> NDArray[bool_]: ... + @overload + def __gt__(self: NDArray[datetime64], other: _ArrayLikeDT64_co) -> NDArray[bool_]: ... + @overload + def __gt__(self: NDArray[object_], other: Any) -> NDArray[bool_]: ... + @overload + def __gt__(self: NDArray[Any], other: _ArrayLikeObject_co) -> NDArray[bool_]: ... + @overload + def __gt__( + self: NDArray[Union[number[Any], datetime64, timedelta64, bool_]], + other: _RecursiveSequence, + ) -> NDArray[bool_]: ... + + @overload + def __ge__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __ge__(self: _ArrayNumber_co, other: _ArrayLikeNumber_co) -> NDArray[bool_]: ... + @overload + def __ge__(self: _ArrayTD64_co, other: _ArrayLikeTD64_co) -> NDArray[bool_]: ... + @overload + def __ge__(self: NDArray[datetime64], other: _ArrayLikeDT64_co) -> NDArray[bool_]: ... + @overload + def __ge__(self: NDArray[object_], other: Any) -> NDArray[bool_]: ... + @overload + def __ge__(self: NDArray[Any], other: _ArrayLikeObject_co) -> NDArray[bool_]: ... + @overload + def __ge__( + self: NDArray[Union[number[Any], datetime64, timedelta64, bool_]], + other: _RecursiveSequence, + ) -> NDArray[bool_]: ... + + # Unary ops + @overload + def __abs__(self: NDArray[bool_]) -> NDArray[bool_]: ... + @overload + def __abs__(self: NDArray[complexfloating[_NBit1, _NBit1]]) -> NDArray[floating[_NBit1]]: ... + @overload + def __abs__(self: NDArray[_NumberType]) -> NDArray[_NumberType]: ... + @overload + def __abs__(self: NDArray[timedelta64]) -> NDArray[timedelta64]: ... + @overload + def __abs__(self: NDArray[object_]) -> Any: ... + + @overload + def __invert__(self: NDArray[bool_]) -> NDArray[bool_]: ... + @overload + def __invert__(self: NDArray[_IntType]) -> NDArray[_IntType]: ... + @overload + def __invert__(self: NDArray[object_]) -> Any: ... + + @overload + def __pos__(self: NDArray[_NumberType]) -> NDArray[_NumberType]: ... + @overload + def __pos__(self: NDArray[timedelta64]) -> NDArray[timedelta64]: ... + @overload + def __pos__(self: NDArray[object_]) -> Any: ... + + @overload + def __neg__(self: NDArray[_NumberType]) -> NDArray[_NumberType]: ... + @overload + def __neg__(self: NDArray[timedelta64]) -> NDArray[timedelta64]: ... + @overload + def __neg__(self: NDArray[object_]) -> Any: ... + + # Binary ops + # NOTE: `ndarray` does not implement `__imatmul__` + @overload + def __matmul__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __matmul__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ... # type: ignore[misc] + @overload + def __matmul__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __matmul__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... # type: ignore[misc] + @overload + def __matmul__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ... # type: ignore[misc] + @overload + def __matmul__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ... + @overload + def __matmul__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __matmul__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __matmul__( + self: _ArrayNumber_co, + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __rmatmul__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __rmatmul__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ... # type: ignore[misc] + @overload + def __rmatmul__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __rmatmul__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... # type: ignore[misc] + @overload + def __rmatmul__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ... # type: ignore[misc] + @overload + def __rmatmul__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ... + @overload + def __rmatmul__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __rmatmul__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __rmatmul__( + self: _ArrayNumber_co, + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __mod__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __mod__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[int8]: ... # type: ignore[misc] + @overload + def __mod__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __mod__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... # type: ignore[misc] + @overload + def __mod__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ... # type: ignore[misc] + @overload + def __mod__(self: _ArrayTD64_co, other: _NestedSequence[_SupportsArray[dtype[timedelta64]]]) -> NDArray[timedelta64]: ... + @overload + def __mod__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __mod__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __mod__( + self: NDArray[Union[bool_, integer[Any], floating[Any], timedelta64]], + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __rmod__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __rmod__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[int8]: ... # type: ignore[misc] + @overload + def __rmod__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __rmod__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... # type: ignore[misc] + @overload + def __rmod__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ... # type: ignore[misc] + @overload + def __rmod__(self: _ArrayTD64_co, other: _NestedSequence[_SupportsArray[dtype[timedelta64]]]) -> NDArray[timedelta64]: ... + @overload + def __rmod__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __rmod__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __rmod__( + self: NDArray[Union[bool_, integer[Any], floating[Any], timedelta64]], + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __divmod__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __divmod__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> _2Tuple[NDArray[int8]]: ... # type: ignore[misc] + @overload + def __divmod__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> _2Tuple[NDArray[unsignedinteger[Any]]]: ... # type: ignore[misc] + @overload + def __divmod__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> _2Tuple[NDArray[signedinteger[Any]]]: ... # type: ignore[misc] + @overload + def __divmod__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> _2Tuple[NDArray[floating[Any]]]: ... # type: ignore[misc] + @overload + def __divmod__(self: _ArrayTD64_co, other: _NestedSequence[_SupportsArray[dtype[timedelta64]]]) -> Tuple[NDArray[int64], NDArray[timedelta64]]: ... + @overload + def __divmod__( + self: NDArray[Union[bool_, integer[Any], floating[Any], timedelta64]], + other: _RecursiveSequence, + ) -> _2Tuple[Any]: ... + + @overload + def __rdivmod__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __rdivmod__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> _2Tuple[NDArray[int8]]: ... # type: ignore[misc] + @overload + def __rdivmod__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> _2Tuple[NDArray[unsignedinteger[Any]]]: ... # type: ignore[misc] + @overload + def __rdivmod__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> _2Tuple[NDArray[signedinteger[Any]]]: ... # type: ignore[misc] + @overload + def __rdivmod__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> _2Tuple[NDArray[floating[Any]]]: ... # type: ignore[misc] + @overload + def __rdivmod__(self: _ArrayTD64_co, other: _NestedSequence[_SupportsArray[dtype[timedelta64]]]) -> Tuple[NDArray[int64], NDArray[timedelta64]]: ... + @overload + def __rdivmod__( + self: NDArray[Union[bool_, integer[Any], floating[Any], timedelta64]], + other: _RecursiveSequence, + ) -> _2Tuple[Any]: ... + + @overload + def __add__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __add__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ... # type: ignore[misc] + @overload + def __add__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __add__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... # type: ignore[misc] + @overload + def __add__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ... # type: ignore[misc] + @overload + def __add__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ... # type: ignore[misc] + @overload + def __add__(self: _ArrayTD64_co, other: _ArrayLikeTD64_co) -> NDArray[timedelta64]: ... # type: ignore[misc] + @overload + def __add__(self: _ArrayTD64_co, other: _ArrayLikeDT64_co) -> NDArray[datetime64]: ... + @overload + def __add__(self: NDArray[datetime64], other: _ArrayLikeTD64_co) -> NDArray[datetime64]: ... + @overload + def __add__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __add__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __add__( + self: NDArray[Union[bool_, number[Any], timedelta64, datetime64]], + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __radd__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __radd__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ... # type: ignore[misc] + @overload + def __radd__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __radd__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... # type: ignore[misc] + @overload + def __radd__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ... # type: ignore[misc] + @overload + def __radd__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ... # type: ignore[misc] + @overload + def __radd__(self: _ArrayTD64_co, other: _ArrayLikeTD64_co) -> NDArray[timedelta64]: ... # type: ignore[misc] + @overload + def __radd__(self: _ArrayTD64_co, other: _ArrayLikeDT64_co) -> NDArray[datetime64]: ... + @overload + def __radd__(self: NDArray[datetime64], other: _ArrayLikeTD64_co) -> NDArray[datetime64]: ... + @overload + def __radd__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __radd__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __radd__( + self: NDArray[Union[bool_, number[Any], timedelta64, datetime64]], + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __sub__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __sub__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NoReturn: ... + @overload + def __sub__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __sub__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... # type: ignore[misc] + @overload + def __sub__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ... # type: ignore[misc] + @overload + def __sub__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ... # type: ignore[misc] + @overload + def __sub__(self: _ArrayTD64_co, other: _ArrayLikeTD64_co) -> NDArray[timedelta64]: ... # type: ignore[misc] + @overload + def __sub__(self: NDArray[datetime64], other: _ArrayLikeTD64_co) -> NDArray[datetime64]: ... + @overload + def __sub__(self: NDArray[datetime64], other: _ArrayLikeDT64_co) -> NDArray[timedelta64]: ... + @overload + def __sub__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __sub__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __sub__( + self: NDArray[Union[bool_, number[Any], timedelta64, datetime64]], + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __rsub__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __rsub__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NoReturn: ... + @overload + def __rsub__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __rsub__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... # type: ignore[misc] + @overload + def __rsub__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ... # type: ignore[misc] + @overload + def __rsub__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ... # type: ignore[misc] + @overload + def __rsub__(self: _ArrayTD64_co, other: _ArrayLikeTD64_co) -> NDArray[timedelta64]: ... # type: ignore[misc] + @overload + def __rsub__(self: _ArrayTD64_co, other: _ArrayLikeDT64_co) -> NDArray[datetime64]: ... # type: ignore[misc] + @overload + def __rsub__(self: NDArray[datetime64], other: _ArrayLikeDT64_co) -> NDArray[timedelta64]: ... + @overload + def __rsub__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __rsub__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __rsub__( + self: NDArray[Union[bool_, number[Any], timedelta64, datetime64]], + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __mul__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __mul__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ... # type: ignore[misc] + @overload + def __mul__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __mul__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... # type: ignore[misc] + @overload + def __mul__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ... # type: ignore[misc] + @overload + def __mul__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ... # type: ignore[misc] + @overload + def __mul__(self: _ArrayTD64_co, other: _ArrayLikeFloat_co) -> NDArray[timedelta64]: ... + @overload + def __mul__(self: _ArrayFloat_co, other: _ArrayLikeTD64_co) -> NDArray[timedelta64]: ... + @overload + def __mul__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __mul__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __mul__( + self: NDArray[Union[bool_, number[Any], timedelta64]], + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __rmul__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __rmul__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ... # type: ignore[misc] + @overload + def __rmul__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __rmul__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... # type: ignore[misc] + @overload + def __rmul__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ... # type: ignore[misc] + @overload + def __rmul__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ... # type: ignore[misc] + @overload + def __rmul__(self: _ArrayTD64_co, other: _ArrayLikeFloat_co) -> NDArray[timedelta64]: ... + @overload + def __rmul__(self: _ArrayFloat_co, other: _ArrayLikeTD64_co) -> NDArray[timedelta64]: ... + @overload + def __rmul__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __rmul__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __rmul__( + self: NDArray[Union[bool_, number[Any], timedelta64]], + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __floordiv__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __floordiv__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[int8]: ... # type: ignore[misc] + @overload + def __floordiv__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __floordiv__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... # type: ignore[misc] + @overload + def __floordiv__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ... # type: ignore[misc] + @overload + def __floordiv__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ... # type: ignore[misc] + @overload + def __floordiv__(self: NDArray[timedelta64], other: _NestedSequence[_SupportsArray[dtype[timedelta64]]]) -> NDArray[int64]: ... + @overload + def __floordiv__(self: NDArray[timedelta64], other: _ArrayLikeBool_co) -> NoReturn: ... + @overload + def __floordiv__(self: NDArray[timedelta64], other: _ArrayLikeFloat_co) -> NDArray[timedelta64]: ... + @overload + def __floordiv__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __floordiv__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __floordiv__( + self: NDArray[Union[bool_, number[Any], timedelta64]], + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __rfloordiv__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __rfloordiv__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[int8]: ... # type: ignore[misc] + @overload + def __rfloordiv__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __rfloordiv__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... # type: ignore[misc] + @overload + def __rfloordiv__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ... # type: ignore[misc] + @overload + def __rfloordiv__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ... # type: ignore[misc] + @overload + def __rfloordiv__(self: NDArray[timedelta64], other: _NestedSequence[_SupportsArray[dtype[timedelta64]]]) -> NDArray[int64]: ... + @overload + def __rfloordiv__(self: NDArray[bool_], other: _ArrayLikeTD64_co) -> NoReturn: ... + @overload + def __rfloordiv__(self: _ArrayFloat_co, other: _ArrayLikeTD64_co) -> NDArray[timedelta64]: ... + @overload + def __rfloordiv__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __rfloordiv__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __rfloordiv__( + self: NDArray[Union[bool_, number[Any], timedelta64]], + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __pow__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __pow__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[int8]: ... # type: ignore[misc] + @overload + def __pow__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __pow__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... # type: ignore[misc] + @overload + def __pow__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ... # type: ignore[misc] + @overload + def __pow__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ... + @overload + def __pow__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __pow__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __pow__( + self: NDArray[Union[bool_, number[Any]]], + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __rpow__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __rpow__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[int8]: ... # type: ignore[misc] + @overload + def __rpow__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __rpow__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... # type: ignore[misc] + @overload + def __rpow__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ... # type: ignore[misc] + @overload + def __rpow__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ... + @overload + def __rpow__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __rpow__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __rpow__( + self: NDArray[Union[bool_, number[Any]]], + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __truediv__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __truediv__(self: _ArrayInt_co, other: _ArrayInt_co) -> NDArray[float64]: ... # type: ignore[misc] + @overload + def __truediv__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ... # type: ignore[misc] + @overload + def __truediv__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ... # type: ignore[misc] + @overload + def __truediv__(self: NDArray[timedelta64], other: _NestedSequence[_SupportsArray[dtype[timedelta64]]]) -> NDArray[float64]: ... + @overload + def __truediv__(self: NDArray[timedelta64], other: _ArrayLikeBool_co) -> NoReturn: ... + @overload + def __truediv__(self: NDArray[timedelta64], other: _ArrayLikeFloat_co) -> NDArray[timedelta64]: ... + @overload + def __truediv__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __truediv__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __truediv__( + self: NDArray[Union[bool_, number[Any], timedelta64]], + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __rtruediv__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __rtruediv__(self: _ArrayInt_co, other: _ArrayInt_co) -> NDArray[float64]: ... # type: ignore[misc] + @overload + def __rtruediv__(self: _ArrayFloat_co, other: _ArrayLikeFloat_co) -> NDArray[floating[Any]]: ... # type: ignore[misc] + @overload + def __rtruediv__(self: _ArrayComplex_co, other: _ArrayLikeComplex_co) -> NDArray[complexfloating[Any, Any]]: ... # type: ignore[misc] + @overload + def __rtruediv__(self: NDArray[timedelta64], other: _NestedSequence[_SupportsArray[dtype[timedelta64]]]) -> NDArray[float64]: ... + @overload + def __rtruediv__(self: NDArray[bool_], other: _ArrayLikeTD64_co) -> NoReturn: ... + @overload + def __rtruediv__(self: _ArrayFloat_co, other: _ArrayLikeTD64_co) -> NDArray[timedelta64]: ... + @overload + def __rtruediv__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __rtruediv__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __rtruediv__( + self: NDArray[Union[bool_, number[Any], timedelta64]], + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __lshift__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __lshift__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[int8]: ... # type: ignore[misc] + @overload + def __lshift__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __lshift__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... + @overload + def __lshift__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __lshift__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __lshift__( + self: NDArray[Union[bool_, integer[Any]]], + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __rlshift__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __rlshift__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[int8]: ... # type: ignore[misc] + @overload + def __rlshift__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __rlshift__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... + @overload + def __rlshift__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __rlshift__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __rlshift__( + self: NDArray[Union[bool_, integer[Any]]], + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __rshift__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __rshift__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[int8]: ... # type: ignore[misc] + @overload + def __rshift__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __rshift__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... + @overload + def __rshift__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __rshift__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __rshift__( + self: NDArray[Union[bool_, integer[Any]]], + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __rrshift__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __rrshift__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[int8]: ... # type: ignore[misc] + @overload + def __rrshift__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __rrshift__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... + @overload + def __rrshift__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __rrshift__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __rrshift__( + self: NDArray[Union[bool_, integer[Any]]], + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __and__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __and__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ... # type: ignore[misc] + @overload + def __and__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __and__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... + @overload + def __and__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __and__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __and__( + self: NDArray[Union[bool_, integer[Any]]], + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __rand__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __rand__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ... # type: ignore[misc] + @overload + def __rand__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __rand__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... + @overload + def __rand__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __rand__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __rand__( + self: NDArray[Union[bool_, integer[Any]]], + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __xor__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __xor__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ... # type: ignore[misc] + @overload + def __xor__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __xor__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... + @overload + def __xor__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __xor__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __xor__( + self: NDArray[Union[bool_, integer[Any]]], + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __rxor__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __rxor__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ... # type: ignore[misc] + @overload + def __rxor__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __rxor__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... + @overload + def __rxor__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __rxor__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __rxor__( + self: NDArray[Union[bool_, integer[Any]]], + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __or__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __or__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ... # type: ignore[misc] + @overload + def __or__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __or__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... + @overload + def __or__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __or__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __or__( + self: NDArray[Union[bool_, integer[Any]]], + other: _RecursiveSequence, + ) -> Any: ... + + @overload + def __ror__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __ror__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ... # type: ignore[misc] + @overload + def __ror__(self: _ArrayUInt_co, other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[Any]]: ... # type: ignore[misc] + @overload + def __ror__(self: _ArrayInt_co, other: _ArrayLikeInt_co) -> NDArray[signedinteger[Any]]: ... + @overload + def __ror__(self: NDArray[object_], other: Any) -> Any: ... + @overload + def __ror__(self: NDArray[Any], other: _ArrayLikeObject_co) -> Any: ... + @overload + def __ror__( + self: NDArray[Union[bool_, integer[Any]]], + other: _RecursiveSequence, + ) -> Any: ... + + # `np.generic` does not support inplace operations + @overload # type: ignore[misc] + def __iadd__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __iadd__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ... + @overload + def __iadd__(self: NDArray[unsignedinteger[_NBit1]], other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[_NBit1]]: ... + @overload + def __iadd__(self: NDArray[signedinteger[_NBit1]], other: _ArrayLikeInt_co) -> NDArray[signedinteger[_NBit1]]: ... + @overload + def __iadd__(self: NDArray[floating[_NBit1]], other: _ArrayLikeFloat_co) -> NDArray[floating[_NBit1]]: ... + @overload + def __iadd__(self: NDArray[complexfloating[_NBit1, _NBit1]], other: _ArrayLikeComplex_co) -> NDArray[complexfloating[_NBit1, _NBit1]]: ... + @overload + def __iadd__(self: NDArray[timedelta64], other: _ArrayLikeTD64_co) -> NDArray[timedelta64]: ... + @overload + def __iadd__(self: NDArray[datetime64], other: _ArrayLikeTD64_co) -> NDArray[datetime64]: ... + @overload + def __iadd__(self: NDArray[object_], other: Any) -> NDArray[object_]: ... + @overload + def __iadd__(self: NDArray[_ScalarType], other: _RecursiveSequence) -> NDArray[_ScalarType]: ... + + @overload # type: ignore[misc] + def __isub__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __isub__(self: NDArray[unsignedinteger[_NBit1]], other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[_NBit1]]: ... + @overload + def __isub__(self: NDArray[signedinteger[_NBit1]], other: _ArrayLikeInt_co) -> NDArray[signedinteger[_NBit1]]: ... + @overload + def __isub__(self: NDArray[floating[_NBit1]], other: _ArrayLikeFloat_co) -> NDArray[floating[_NBit1]]: ... + @overload + def __isub__(self: NDArray[complexfloating[_NBit1, _NBit1]], other: _ArrayLikeComplex_co) -> NDArray[complexfloating[_NBit1, _NBit1]]: ... + @overload + def __isub__(self: NDArray[timedelta64], other: _ArrayLikeTD64_co) -> NDArray[timedelta64]: ... + @overload + def __isub__(self: NDArray[datetime64], other: _ArrayLikeTD64_co) -> NDArray[datetime64]: ... + @overload + def __isub__(self: NDArray[object_], other: Any) -> NDArray[object_]: ... + @overload + def __isub__(self: NDArray[_ScalarType], other: _RecursiveSequence) -> NDArray[_ScalarType]: ... + + @overload # type: ignore[misc] + def __imul__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __imul__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ... + @overload + def __imul__(self: NDArray[unsignedinteger[_NBit1]], other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[_NBit1]]: ... + @overload + def __imul__(self: NDArray[signedinteger[_NBit1]], other: _ArrayLikeInt_co) -> NDArray[signedinteger[_NBit1]]: ... + @overload + def __imul__(self: NDArray[floating[_NBit1]], other: _ArrayLikeFloat_co) -> NDArray[floating[_NBit1]]: ... + @overload + def __imul__(self: NDArray[complexfloating[_NBit1, _NBit1]], other: _ArrayLikeComplex_co) -> NDArray[complexfloating[_NBit1, _NBit1]]: ... + @overload + def __imul__(self: NDArray[timedelta64], other: _ArrayLikeFloat_co) -> NDArray[timedelta64]: ... + @overload + def __imul__(self: NDArray[object_], other: Any) -> NDArray[object_]: ... + @overload + def __imul__(self: NDArray[_ScalarType], other: _RecursiveSequence) -> NDArray[_ScalarType]: ... + + @overload # type: ignore[misc] + def __itruediv__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __itruediv__(self: NDArray[floating[_NBit1]], other: _ArrayLikeFloat_co) -> NDArray[floating[_NBit1]]: ... + @overload + def __itruediv__(self: NDArray[complexfloating[_NBit1, _NBit1]], other: _ArrayLikeComplex_co) -> NDArray[complexfloating[_NBit1, _NBit1]]: ... + @overload + def __itruediv__(self: NDArray[timedelta64], other: _ArrayLikeBool_co) -> NoReturn: ... + @overload + def __itruediv__(self: NDArray[timedelta64], other: _ArrayLikeInt_co) -> NDArray[timedelta64]: ... + @overload + def __itruediv__(self: NDArray[object_], other: Any) -> NDArray[object_]: ... + @overload + def __itruediv__(self: NDArray[_ScalarType], other: _RecursiveSequence) -> NDArray[_ScalarType]: ... + + @overload # type: ignore[misc] + def __ifloordiv__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __ifloordiv__(self: NDArray[unsignedinteger[_NBit1]], other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[_NBit1]]: ... + @overload + def __ifloordiv__(self: NDArray[signedinteger[_NBit1]], other: _ArrayLikeInt_co) -> NDArray[signedinteger[_NBit1]]: ... + @overload + def __ifloordiv__(self: NDArray[floating[_NBit1]], other: _ArrayLikeFloat_co) -> NDArray[floating[_NBit1]]: ... + @overload + def __ifloordiv__(self: NDArray[complexfloating[_NBit1, _NBit1]], other: _ArrayLikeComplex_co) -> NDArray[complexfloating[_NBit1, _NBit1]]: ... + @overload + def __ifloordiv__(self: NDArray[timedelta64], other: _ArrayLikeBool_co) -> NoReturn: ... + @overload + def __ifloordiv__(self: NDArray[timedelta64], other: _ArrayLikeInt_co) -> NDArray[timedelta64]: ... + @overload + def __ifloordiv__(self: NDArray[object_], other: Any) -> NDArray[object_]: ... + @overload + def __ifloordiv__(self: NDArray[_ScalarType], other: _RecursiveSequence) -> NDArray[_ScalarType]: ... + + @overload # type: ignore[misc] + def __ipow__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __ipow__(self: NDArray[unsignedinteger[_NBit1]], other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[_NBit1]]: ... + @overload + def __ipow__(self: NDArray[signedinteger[_NBit1]], other: _ArrayLikeInt_co) -> NDArray[signedinteger[_NBit1]]: ... + @overload + def __ipow__(self: NDArray[floating[_NBit1]], other: _ArrayLikeFloat_co) -> NDArray[floating[_NBit1]]: ... + @overload + def __ipow__(self: NDArray[complexfloating[_NBit1, _NBit1]], other: _ArrayLikeComplex_co) -> NDArray[complexfloating[_NBit1, _NBit1]]: ... + @overload + def __ipow__(self: NDArray[object_], other: Any) -> NDArray[object_]: ... + @overload + def __ipow__(self: NDArray[_ScalarType], other: _RecursiveSequence) -> NDArray[_ScalarType]: ... + + @overload # type: ignore[misc] + def __imod__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __imod__(self: NDArray[unsignedinteger[_NBit1]], other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[_NBit1]]: ... + @overload + def __imod__(self: NDArray[signedinteger[_NBit1]], other: _ArrayLikeInt_co) -> NDArray[signedinteger[_NBit1]]: ... + @overload + def __imod__(self: NDArray[floating[_NBit1]], other: _ArrayLikeFloat_co) -> NDArray[floating[_NBit1]]: ... + @overload + def __imod__(self: NDArray[timedelta64], other: _NestedSequence[_SupportsArray[dtype[timedelta64]]]) -> NDArray[timedelta64]: ... + @overload + def __imod__(self: NDArray[object_], other: Any) -> NDArray[object_]: ... + @overload + def __imod__(self: NDArray[_ScalarType], other: _RecursiveSequence) -> NDArray[_ScalarType]: ... + + @overload # type: ignore[misc] + def __ilshift__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __ilshift__(self: NDArray[unsignedinteger[_NBit1]], other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[_NBit1]]: ... + @overload + def __ilshift__(self: NDArray[signedinteger[_NBit1]], other: _ArrayLikeInt_co) -> NDArray[signedinteger[_NBit1]]: ... + @overload + def __ilshift__(self: NDArray[object_], other: Any) -> NDArray[object_]: ... + @overload + def __ilshift__(self: NDArray[_ScalarType], other: _RecursiveSequence) -> NDArray[_ScalarType]: ... + + @overload # type: ignore[misc] + def __irshift__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __irshift__(self: NDArray[unsignedinteger[_NBit1]], other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[_NBit1]]: ... + @overload + def __irshift__(self: NDArray[signedinteger[_NBit1]], other: _ArrayLikeInt_co) -> NDArray[signedinteger[_NBit1]]: ... + @overload + def __irshift__(self: NDArray[object_], other: Any) -> NDArray[object_]: ... + @overload + def __irshift__(self: NDArray[_ScalarType], other: _RecursiveSequence) -> NDArray[_ScalarType]: ... + + @overload # type: ignore[misc] + def __iand__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __iand__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ... + @overload + def __iand__(self: NDArray[unsignedinteger[_NBit1]], other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[_NBit1]]: ... + @overload + def __iand__(self: NDArray[signedinteger[_NBit1]], other: _ArrayLikeInt_co) -> NDArray[signedinteger[_NBit1]]: ... + @overload + def __iand__(self: NDArray[object_], other: Any) -> NDArray[object_]: ... + @overload + def __iand__(self: NDArray[_ScalarType], other: _RecursiveSequence) -> NDArray[_ScalarType]: ... + + @overload # type: ignore[misc] + def __ixor__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __ixor__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ... + @overload + def __ixor__(self: NDArray[unsignedinteger[_NBit1]], other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[_NBit1]]: ... + @overload + def __ixor__(self: NDArray[signedinteger[_NBit1]], other: _ArrayLikeInt_co) -> NDArray[signedinteger[_NBit1]]: ... + @overload + def __ixor__(self: NDArray[object_], other: Any) -> NDArray[object_]: ... + @overload + def __ixor__(self: NDArray[_ScalarType], other: _RecursiveSequence) -> NDArray[_ScalarType]: ... + + @overload # type: ignore[misc] + def __ior__(self: NDArray[Any], other: _NestedSequence[Union[str, bytes]]) -> NoReturn: ... + @overload + def __ior__(self: NDArray[bool_], other: _ArrayLikeBool_co) -> NDArray[bool_]: ... + @overload + def __ior__(self: NDArray[unsignedinteger[_NBit1]], other: _ArrayLikeUInt_co) -> NDArray[unsignedinteger[_NBit1]]: ... + @overload + def __ior__(self: NDArray[signedinteger[_NBit1]], other: _ArrayLikeInt_co) -> NDArray[signedinteger[_NBit1]]: ... + @overload + def __ior__(self: NDArray[object_], other: Any) -> NDArray[object_]: ... + @overload + def __ior__(self: NDArray[_ScalarType], other: _RecursiveSequence) -> NDArray[_ScalarType]: ... + + # Keep `dtype` at the bottom to avoid name conflicts with `np.dtype` + @property + def dtype(self) -> _DType_co: ... + +# NOTE: while `np.generic` is not technically an instance of `ABCMeta`, +# the `@abstractmethod` decorator is herein used to (forcefully) deny +# the creation of `np.generic` instances. +# The `# type: ignore` comments are necessary to silence mypy errors regarding +# the missing `ABCMeta` metaclass. + +# See https://github.com/numpy/numpy-stubs/pull/80 for more details. + +_ScalarType = TypeVar("_ScalarType", bound=generic) +_NBit1 = TypeVar("_NBit1", bound=NBitBase) +_NBit2 = TypeVar("_NBit2", bound=NBitBase) + +class generic(_ArrayOrScalarCommon): + @abstractmethod + def __init__(self, *args: Any, **kwargs: Any) -> None: ... + @overload + def __array__(self: _ScalarType, __dtype: None = ...) -> ndarray[Any, dtype[_ScalarType]]: ... + @overload + def __array__(self, __dtype: _DType) -> ndarray[Any, _DType]: ... + @property + def base(self) -> None: ... + @property + def ndim(self) -> L[0]: ... + @property + def size(self) -> L[1]: ... + @property + def shape(self) -> Tuple[()]: ... + @property + def strides(self) -> Tuple[()]: ... + def byteswap(self: _ScalarType, inplace: L[False] = ...) -> _ScalarType: ... + @property + def flat(self: _ScalarType) -> flatiter[ndarray[Any, dtype[_ScalarType]]]: ... + def item( + self, + __args: Union[L[0], Tuple[()], Tuple[L[0]]] = ..., + ) -> Any: ... + + @overload + def take( # type: ignore[misc] + self: _ScalarType, + indices: _IntLike_co, + axis: Optional[SupportsIndex] = ..., + out: None = ..., + mode: _ModeKind = ..., + ) -> _ScalarType: ... + @overload + def take( # type: ignore[misc] + self: _ScalarType, + indices: _ArrayLikeInt_co, + axis: Optional[SupportsIndex] = ..., + out: None = ..., + mode: _ModeKind = ..., + ) -> ndarray[Any, dtype[_ScalarType]]: ... + @overload + def take( + self, + indices: _ArrayLikeInt_co, + axis: Optional[SupportsIndex] = ..., + out: _NdArraySubClass = ..., + mode: _ModeKind = ..., + ) -> _NdArraySubClass: ... + + def repeat( + self: _ScalarType, + repeats: _ArrayLikeInt_co, + axis: Optional[SupportsIndex] = ..., + ) -> ndarray[Any, dtype[_ScalarType]]: ... + + def flatten( + self: _ScalarType, + order: _OrderKACF = ..., + ) -> ndarray[Any, dtype[_ScalarType]]: ... + + def ravel( + self: _ScalarType, + order: _OrderKACF = ..., + ) -> ndarray[Any, dtype[_ScalarType]]: ... + + @overload + def reshape( + self: _ScalarType, __shape: _ShapeLike, *, order: _OrderACF = ... + ) -> ndarray[Any, dtype[_ScalarType]]: ... + @overload + def reshape( + self: _ScalarType, *shape: SupportsIndex, order: _OrderACF = ... + ) -> ndarray[Any, dtype[_ScalarType]]: ... + + def squeeze( + self: _ScalarType, axis: Union[L[0], Tuple[()]] = ... + ) -> _ScalarType: ... + def transpose(self: _ScalarType, __axes: Tuple[()] = ...) -> _ScalarType: ... + # Keep `dtype` at the bottom to avoid name conflicts with `np.dtype` + @property + def dtype(self: _ScalarType) -> dtype[_ScalarType]: ... + +class number(generic, Generic[_NBit1]): # type: ignore + @property + def real(self: _ArraySelf) -> _ArraySelf: ... + @property + def imag(self: _ArraySelf) -> _ArraySelf: ... + def __int__(self) -> int: ... + def __float__(self) -> float: ... + def __complex__(self) -> complex: ... + def __neg__(self: _ArraySelf) -> _ArraySelf: ... + def __pos__(self: _ArraySelf) -> _ArraySelf: ... + def __abs__(self: _ArraySelf) -> _ArraySelf: ... + # Ensure that objects annotated as `number` support arithmetic operations + __add__: _NumberOp + __radd__: _NumberOp + __sub__: _NumberOp + __rsub__: _NumberOp + __mul__: _NumberOp + __rmul__: _NumberOp + __floordiv__: _NumberOp + __rfloordiv__: _NumberOp + __pow__: _NumberOp + __rpow__: _NumberOp + __truediv__: _NumberOp + __rtruediv__: _NumberOp + __lt__: _ComparisonOp[_NumberLike_co, _ArrayLikeNumber_co] + __le__: _ComparisonOp[_NumberLike_co, _ArrayLikeNumber_co] + __gt__: _ComparisonOp[_NumberLike_co, _ArrayLikeNumber_co] + __ge__: _ComparisonOp[_NumberLike_co, _ArrayLikeNumber_co] + +class bool_(generic): + def __init__(self, __value: object = ...) -> None: ... + def item( + self, + __args: Union[L[0], Tuple[()], Tuple[L[0]]] = ..., + ) -> bool: ... + def tolist(self) -> bool: ... + @property + def real(self: _ArraySelf) -> _ArraySelf: ... + @property + def imag(self: _ArraySelf) -> _ArraySelf: ... + def __int__(self) -> int: ... + def __float__(self) -> float: ... + def __complex__(self) -> complex: ... + def __abs__(self: _ArraySelf) -> _ArraySelf: ... + __add__: _BoolOp[bool_] + __radd__: _BoolOp[bool_] + __sub__: _BoolSub + __rsub__: _BoolSub + __mul__: _BoolOp[bool_] + __rmul__: _BoolOp[bool_] + __floordiv__: _BoolOp[int8] + __rfloordiv__: _BoolOp[int8] + __pow__: _BoolOp[int8] + __rpow__: _BoolOp[int8] + __truediv__: _BoolTrueDiv + __rtruediv__: _BoolTrueDiv + def __invert__(self) -> bool_: ... + __lshift__: _BoolBitOp[int8] + __rlshift__: _BoolBitOp[int8] + __rshift__: _BoolBitOp[int8] + __rrshift__: _BoolBitOp[int8] + __and__: _BoolBitOp[bool_] + __rand__: _BoolBitOp[bool_] + __xor__: _BoolBitOp[bool_] + __rxor__: _BoolBitOp[bool_] + __or__: _BoolBitOp[bool_] + __ror__: _BoolBitOp[bool_] + __mod__: _BoolMod + __rmod__: _BoolMod + __divmod__: _BoolDivMod + __rdivmod__: _BoolDivMod + __lt__: _ComparisonOp[_NumberLike_co, _ArrayLikeNumber_co] + __le__: _ComparisonOp[_NumberLike_co, _ArrayLikeNumber_co] + __gt__: _ComparisonOp[_NumberLike_co, _ArrayLikeNumber_co] + __ge__: _ComparisonOp[_NumberLike_co, _ArrayLikeNumber_co] + +bool8 = bool_ + +class object_(generic): + def __init__(self, __value: object = ...) -> None: ... + @property + def real(self: _ArraySelf) -> _ArraySelf: ... + @property + def imag(self: _ArraySelf) -> _ArraySelf: ... + # The 3 protocols below may or may not raise, + # depending on the underlying object + def __int__(self) -> int: ... + def __float__(self) -> float: ... + def __complex__(self) -> complex: ... + +object0 = object_ + +# The `datetime64` constructors requires an object with the three attributes below, +# and thus supports datetime duck typing +class _DatetimeScalar(Protocol): + @property + def day(self) -> int: ... + @property + def month(self) -> int: ... + @property + def year(self) -> int: ... + +# TODO: `item`/`tolist` returns either `dt.date`, `dt.datetime` or `int` +# depending on the unit +class datetime64(generic): + @overload + def __init__( + self, + __value: Union[None, datetime64, _CharLike_co, _DatetimeScalar] = ..., + __format: Union[_CharLike_co, Tuple[_CharLike_co, _IntLike_co]] = ..., + ) -> None: ... + @overload + def __init__( + self, + __value: int, + __format: Union[_CharLike_co, Tuple[_CharLike_co, _IntLike_co]] + ) -> None: ... + def __add__(self, other: _TD64Like_co) -> datetime64: ... + def __radd__(self, other: _TD64Like_co) -> datetime64: ... + @overload + def __sub__(self, other: datetime64) -> timedelta64: ... + @overload + def __sub__(self, other: _TD64Like_co) -> datetime64: ... + def __rsub__(self, other: datetime64) -> timedelta64: ... + __lt__: _ComparisonOp[datetime64, _ArrayLikeDT64_co] + __le__: _ComparisonOp[datetime64, _ArrayLikeDT64_co] + __gt__: _ComparisonOp[datetime64, _ArrayLikeDT64_co] + __ge__: _ComparisonOp[datetime64, _ArrayLikeDT64_co] + +# Support for `__index__` was added in python 3.8 (bpo-20092) +if sys.version_info >= (3, 8): + _IntValue = Union[SupportsInt, _CharLike_co, SupportsIndex] + _FloatValue = Union[None, _CharLike_co, SupportsFloat, SupportsIndex] + _ComplexValue = Union[ + None, + _CharLike_co, + SupportsFloat, + SupportsComplex, + SupportsIndex, + complex, # `complex` is not a subtype of `SupportsComplex` + ] +else: + _IntValue = Union[SupportsInt, _CharLike_co] + _FloatValue = Union[None, _CharLike_co, SupportsFloat] + _ComplexValue = Union[ + None, + _CharLike_co, + SupportsFloat, + SupportsComplex, + complex, + ] + +class integer(number[_NBit1]): # type: ignore + @property + def numerator(self: _ScalarType) -> _ScalarType: ... + @property + def denominator(self) -> L[1]: ... + @overload + def __round__(self, ndigits: None = ...) -> int: ... + @overload + def __round__(self: _ScalarType, ndigits: SupportsIndex) -> _ScalarType: ... + + # NOTE: `__index__` is technically defined in the bottom-most + # sub-classes (`int64`, `uint32`, etc) + def item( + self, + __args: Union[L[0], Tuple[()], Tuple[L[0]]] = ..., + ) -> int: ... + def tolist(self) -> int: ... + def __index__(self) -> int: ... + __truediv__: _IntTrueDiv[_NBit1] + __rtruediv__: _IntTrueDiv[_NBit1] + def __mod__(self, value: _IntLike_co) -> integer: ... + def __rmod__(self, value: _IntLike_co) -> integer: ... + def __invert__(self: _IntType) -> _IntType: ... + # Ensure that objects annotated as `integer` support bit-wise operations + def __lshift__(self, other: _IntLike_co) -> integer: ... + def __rlshift__(self, other: _IntLike_co) -> integer: ... + def __rshift__(self, other: _IntLike_co) -> integer: ... + def __rrshift__(self, other: _IntLike_co) -> integer: ... + def __and__(self, other: _IntLike_co) -> integer: ... + def __rand__(self, other: _IntLike_co) -> integer: ... + def __or__(self, other: _IntLike_co) -> integer: ... + def __ror__(self, other: _IntLike_co) -> integer: ... + def __xor__(self, other: _IntLike_co) -> integer: ... + def __rxor__(self, other: _IntLike_co) -> integer: ... + +class signedinteger(integer[_NBit1]): + def __init__(self, __value: _IntValue = ...) -> None: ... + __add__: _SignedIntOp[_NBit1] + __radd__: _SignedIntOp[_NBit1] + __sub__: _SignedIntOp[_NBit1] + __rsub__: _SignedIntOp[_NBit1] + __mul__: _SignedIntOp[_NBit1] + __rmul__: _SignedIntOp[_NBit1] + __floordiv__: _SignedIntOp[_NBit1] + __rfloordiv__: _SignedIntOp[_NBit1] + __pow__: _SignedIntOp[_NBit1] + __rpow__: _SignedIntOp[_NBit1] + __lshift__: _SignedIntBitOp[_NBit1] + __rlshift__: _SignedIntBitOp[_NBit1] + __rshift__: _SignedIntBitOp[_NBit1] + __rrshift__: _SignedIntBitOp[_NBit1] + __and__: _SignedIntBitOp[_NBit1] + __rand__: _SignedIntBitOp[_NBit1] + __xor__: _SignedIntBitOp[_NBit1] + __rxor__: _SignedIntBitOp[_NBit1] + __or__: _SignedIntBitOp[_NBit1] + __ror__: _SignedIntBitOp[_NBit1] + __mod__: _SignedIntMod[_NBit1] + __rmod__: _SignedIntMod[_NBit1] + __divmod__: _SignedIntDivMod[_NBit1] + __rdivmod__: _SignedIntDivMod[_NBit1] + +int8 = signedinteger[_8Bit] +int16 = signedinteger[_16Bit] +int32 = signedinteger[_32Bit] +int64 = signedinteger[_64Bit] + +byte = signedinteger[_NBitByte] +short = signedinteger[_NBitShort] +intc = signedinteger[_NBitIntC] +intp = signedinteger[_NBitIntP] +int0 = signedinteger[_NBitIntP] +int_ = signedinteger[_NBitInt] +longlong = signedinteger[_NBitLongLong] + +# TODO: `item`/`tolist` returns either `dt.timedelta` or `int` +# depending on the unit +class timedelta64(generic): + def __init__( + self, + __value: Union[None, int, _CharLike_co, dt.timedelta, timedelta64] = ..., + __format: Union[_CharLike_co, Tuple[_CharLike_co, _IntLike_co]] = ..., + ) -> None: ... + @property + def numerator(self: _ScalarType) -> _ScalarType: ... + @property + def denominator(self) -> L[1]: ... + + # NOTE: Only a limited number of units support conversion + # to builtin scalar types: `Y`, `M`, `ns`, `ps`, `fs`, `as` + def __int__(self) -> int: ... + def __float__(self) -> float: ... + def __complex__(self) -> complex: ... + def __neg__(self: _ArraySelf) -> _ArraySelf: ... + def __pos__(self: _ArraySelf) -> _ArraySelf: ... + def __abs__(self: _ArraySelf) -> _ArraySelf: ... + def __add__(self, other: _TD64Like_co) -> timedelta64: ... + def __radd__(self, other: _TD64Like_co) -> timedelta64: ... + def __sub__(self, other: _TD64Like_co) -> timedelta64: ... + def __rsub__(self, other: _TD64Like_co) -> timedelta64: ... + def __mul__(self, other: _FloatLike_co) -> timedelta64: ... + def __rmul__(self, other: _FloatLike_co) -> timedelta64: ... + __truediv__: _TD64Div[float64] + __floordiv__: _TD64Div[int64] + def __rtruediv__(self, other: timedelta64) -> float64: ... + def __rfloordiv__(self, other: timedelta64) -> int64: ... + def __mod__(self, other: timedelta64) -> timedelta64: ... + def __rmod__(self, other: timedelta64) -> timedelta64: ... + def __divmod__(self, other: timedelta64) -> Tuple[int64, timedelta64]: ... + def __rdivmod__(self, other: timedelta64) -> Tuple[int64, timedelta64]: ... + __lt__: _ComparisonOp[_TD64Like_co, _ArrayLikeTD64_co] + __le__: _ComparisonOp[_TD64Like_co, _ArrayLikeTD64_co] + __gt__: _ComparisonOp[_TD64Like_co, _ArrayLikeTD64_co] + __ge__: _ComparisonOp[_TD64Like_co, _ArrayLikeTD64_co] + +class unsignedinteger(integer[_NBit1]): + # NOTE: `uint64 + signedinteger -> float64` + def __init__(self, __value: _IntValue = ...) -> None: ... + __add__: _UnsignedIntOp[_NBit1] + __radd__: _UnsignedIntOp[_NBit1] + __sub__: _UnsignedIntOp[_NBit1] + __rsub__: _UnsignedIntOp[_NBit1] + __mul__: _UnsignedIntOp[_NBit1] + __rmul__: _UnsignedIntOp[_NBit1] + __floordiv__: _UnsignedIntOp[_NBit1] + __rfloordiv__: _UnsignedIntOp[_NBit1] + __pow__: _UnsignedIntOp[_NBit1] + __rpow__: _UnsignedIntOp[_NBit1] + __lshift__: _UnsignedIntBitOp[_NBit1] + __rlshift__: _UnsignedIntBitOp[_NBit1] + __rshift__: _UnsignedIntBitOp[_NBit1] + __rrshift__: _UnsignedIntBitOp[_NBit1] + __and__: _UnsignedIntBitOp[_NBit1] + __rand__: _UnsignedIntBitOp[_NBit1] + __xor__: _UnsignedIntBitOp[_NBit1] + __rxor__: _UnsignedIntBitOp[_NBit1] + __or__: _UnsignedIntBitOp[_NBit1] + __ror__: _UnsignedIntBitOp[_NBit1] + __mod__: _UnsignedIntMod[_NBit1] + __rmod__: _UnsignedIntMod[_NBit1] + __divmod__: _UnsignedIntDivMod[_NBit1] + __rdivmod__: _UnsignedIntDivMod[_NBit1] + +uint8 = unsignedinteger[_8Bit] +uint16 = unsignedinteger[_16Bit] +uint32 = unsignedinteger[_32Bit] +uint64 = unsignedinteger[_64Bit] + +ubyte = unsignedinteger[_NBitByte] +ushort = unsignedinteger[_NBitShort] +uintc = unsignedinteger[_NBitIntC] +uintp = unsignedinteger[_NBitIntP] +uint0 = unsignedinteger[_NBitIntP] +uint = unsignedinteger[_NBitInt] +ulonglong = unsignedinteger[_NBitLongLong] + +class inexact(number[_NBit1]): # type: ignore + def __getnewargs__(self: inexact[_64Bit]) -> Tuple[float, ...]: ... + +_IntType = TypeVar("_IntType", bound=integer) +_FloatType = TypeVar('_FloatType', bound=floating) + +class floating(inexact[_NBit1]): + def __init__(self, __value: _FloatValue = ...) -> None: ... + def item( + self, + __args: Union[L[0], Tuple[()], Tuple[L[0]]] = ..., + ) -> float: ... + def tolist(self) -> float: ... + def is_integer(self: float64) -> bool: ... + def hex(self: float64) -> str: ... + @classmethod + def fromhex(cls: Type[float64], __string: str) -> float64: ... + def as_integer_ratio(self) -> Tuple[int, int]: ... + if sys.version_info >= (3, 9): + def __ceil__(self: float64) -> int: ... + def __floor__(self: float64) -> int: ... + def __trunc__(self: float64) -> int: ... + def __getnewargs__(self: float64) -> Tuple[float]: ... + def __getformat__(self: float64, __typestr: L["double", "float"]) -> str: ... + @overload + def __round__(self, ndigits: None = ...) -> int: ... + @overload + def __round__(self: _ScalarType, ndigits: SupportsIndex) -> _ScalarType: ... + __add__: _FloatOp[_NBit1] + __radd__: _FloatOp[_NBit1] + __sub__: _FloatOp[_NBit1] + __rsub__: _FloatOp[_NBit1] + __mul__: _FloatOp[_NBit1] + __rmul__: _FloatOp[_NBit1] + __truediv__: _FloatOp[_NBit1] + __rtruediv__: _FloatOp[_NBit1] + __floordiv__: _FloatOp[_NBit1] + __rfloordiv__: _FloatOp[_NBit1] + __pow__: _FloatOp[_NBit1] + __rpow__: _FloatOp[_NBit1] + __mod__: _FloatMod[_NBit1] + __rmod__: _FloatMod[_NBit1] + __divmod__: _FloatDivMod[_NBit1] + __rdivmod__: _FloatDivMod[_NBit1] + +float16 = floating[_16Bit] +float32 = floating[_32Bit] +float64 = floating[_64Bit] + +half = floating[_NBitHalf] +single = floating[_NBitSingle] +double = floating[_NBitDouble] +float_ = floating[_NBitDouble] +longdouble = floating[_NBitLongDouble] +longfloat = floating[_NBitLongDouble] + +# The main reason for `complexfloating` having two typevars is cosmetic. +# It is used to clarify why `complex128`s precision is `_64Bit`, the latter +# describing the two 64 bit floats representing its real and imaginary component + +class complexfloating(inexact[_NBit1], Generic[_NBit1, _NBit2]): + def __init__(self, __value: _ComplexValue = ...) -> None: ... + def item( + self, + __args: Union[L[0], Tuple[()], Tuple[L[0]]] = ..., + ) -> complex: ... + def tolist(self) -> complex: ... + @property + def real(self) -> floating[_NBit1]: ... # type: ignore[override] + @property + def imag(self) -> floating[_NBit2]: ... # type: ignore[override] + def __abs__(self) -> floating[_NBit1]: ... # type: ignore[override] + def __getnewargs__(self: complex128) -> Tuple[float, float]: ... + # NOTE: Deprecated + # def __round__(self, ndigits=...): ... + __add__: _ComplexOp[_NBit1] + __radd__: _ComplexOp[_NBit1] + __sub__: _ComplexOp[_NBit1] + __rsub__: _ComplexOp[_NBit1] + __mul__: _ComplexOp[_NBit1] + __rmul__: _ComplexOp[_NBit1] + __truediv__: _ComplexOp[_NBit1] + __rtruediv__: _ComplexOp[_NBit1] + __floordiv__: _ComplexOp[_NBit1] + __rfloordiv__: _ComplexOp[_NBit1] + __pow__: _ComplexOp[_NBit1] + __rpow__: _ComplexOp[_NBit1] + +complex64 = complexfloating[_32Bit, _32Bit] +complex128 = complexfloating[_64Bit, _64Bit] + +csingle = complexfloating[_NBitSingle, _NBitSingle] +singlecomplex = complexfloating[_NBitSingle, _NBitSingle] +cdouble = complexfloating[_NBitDouble, _NBitDouble] +complex_ = complexfloating[_NBitDouble, _NBitDouble] +cfloat = complexfloating[_NBitDouble, _NBitDouble] +clongdouble = complexfloating[_NBitLongDouble, _NBitLongDouble] +clongfloat = complexfloating[_NBitLongDouble, _NBitLongDouble] +longcomplex = complexfloating[_NBitLongDouble, _NBitLongDouble] + +class flexible(generic): ... # type: ignore + +# TODO: `item`/`tolist` returns either `bytes` or `tuple` +# depending on whether or not it's used as an opaque bytes sequence +# or a structure +class void(flexible): + def __init__(self, __value: Union[_IntLike_co, bytes]) -> None: ... + @property + def real(self: _ArraySelf) -> _ArraySelf: ... + @property + def imag(self: _ArraySelf) -> _ArraySelf: ... + def setfield( + self, val: ArrayLike, dtype: DTypeLike, offset: int = ... + ) -> None: ... + def __getitem__(self, key: SupportsIndex) -> Any: ... + def __setitem__(self, key: SupportsIndex, value: ArrayLike) -> None: ... + +void0 = void + +class character(flexible): # type: ignore + def __int__(self) -> int: ... + def __float__(self) -> float: ... + +# NOTE: Most `np.bytes_` / `np.str_` methods return their +# builtin `bytes` / `str` counterpart + +class bytes_(character, bytes): + @overload + def __init__(self, __value: object = ...) -> None: ... + @overload + def __init__( + self, __value: str, encoding: str = ..., errors: str = ... + ) -> None: ... + def item( + self, + __args: Union[L[0], Tuple[()], Tuple[L[0]]] = ..., + ) -> bytes: ... + def tolist(self) -> bytes: ... + +string_ = bytes_ +bytes0 = bytes_ + +class str_(character, str): + @overload + def __init__(self, __value: object = ...) -> None: ... + @overload + def __init__( + self, __value: bytes, encoding: str = ..., errors: str = ... + ) -> None: ... + def item( + self, + __args: Union[L[0], Tuple[()], Tuple[L[0]]] = ..., + ) -> str: ... + def tolist(self) -> str: ... + +unicode_ = str_ +str0 = str_ + +def array( + object: object, + dtype: DTypeLike = ..., + *, + copy: bool = ..., + order: _OrderKACF = ..., + subok: bool = ..., + ndmin: int = ..., + like: ArrayLike = ..., +) -> ndarray: ... +def zeros( + shape: _ShapeLike, + dtype: DTypeLike = ..., + order: _OrderCF = ..., + *, + like: ArrayLike = ..., +) -> ndarray: ... +def empty( + shape: _ShapeLike, + dtype: DTypeLike = ..., + order: _OrderCF = ..., + *, + like: ArrayLike = ..., +) -> ndarray: ... + +# +# Constants +# + +Inf: Final[float] +Infinity: Final[float] +NAN: Final[float] +NINF: Final[float] +NZERO: Final[float] +NaN: Final[float] +PINF: Final[float] +PZERO: Final[float] +e: Final[float] +euler_gamma: Final[float] +inf: Final[float] +infty: Final[float] +nan: Final[float] +pi: Final[float] +ALLOW_THREADS: Final[int] +BUFSIZE: Final[int] +CLIP: Final[int] +ERR_CALL: Final[int] +ERR_DEFAULT: Final[int] +ERR_IGNORE: Final[int] +ERR_LOG: Final[int] +ERR_PRINT: Final[int] +ERR_RAISE: Final[int] +ERR_WARN: Final[int] +FLOATING_POINT_SUPPORT: Final[int] +FPE_DIVIDEBYZERO: Final[int] +FPE_INVALID: Final[int] +FPE_OVERFLOW: Final[int] +FPE_UNDERFLOW: Final[int] +MAXDIMS: Final[int] +MAY_SHARE_BOUNDS: Final[int] +MAY_SHARE_EXACT: Final[int] +RAISE: Final[int] +SHIFT_DIVIDEBYZERO: Final[int] +SHIFT_INVALID: Final[int] +SHIFT_OVERFLOW: Final[int] +SHIFT_UNDERFLOW: Final[int] +UFUNC_BUFSIZE_DEFAULT: Final[int] +WRAP: Final[int] +tracemalloc_domain: Final[int] + +little_endian: Final[bool] +True_: Final[bool_] +False_: Final[bool_] + +UFUNC_PYVALS_NAME: Final[str] + +newaxis: None + +# See `npt._ufunc` for more concrete nin-/nout-specific stubs +class ufunc: + @property + def __name__(self) -> str: ... + @property + def __doc__(self) -> str: ... + __call__: Callable[..., Any] + @property + def nin(self) -> int: ... + @property + def nout(self) -> int: ... + @property + def nargs(self) -> int: ... + @property + def ntypes(self) -> int: ... + @property + def types(self) -> List[str]: ... + # Broad return type because it has to encompass things like + # + # >>> np.logical_and.identity is True + # True + # >>> np.add.identity is 0 + # True + # >>> np.sin.identity is None + # True + # + # and any user-defined ufuncs. + @property + def identity(self) -> Any: ... + # This is None for ufuncs and a string for gufuncs. + @property + def signature(self) -> Optional[str]: ... + # The next four methods will always exist, but they will just + # raise a ValueError ufuncs with that don't accept two input + # arguments and return one output argument. Because of that we + # can't type them very precisely. + reduce: Any + accumulate: Any + reduce: Any + outer: Any + # Similarly at won't be defined for ufuncs that return multiple + # outputs, so we can't type it very precisely. + at: Any + +# Parameters: `__name__`, `ntypes` and `identity` +absolute: _UFunc_Nin1_Nout1[L['absolute'], L[20], None] +add: _UFunc_Nin2_Nout1[L['add'], L[22], L[0]] +arccos: _UFunc_Nin1_Nout1[L['arccos'], L[8], None] +arccosh: _UFunc_Nin1_Nout1[L['arccosh'], L[8], None] +arcsin: _UFunc_Nin1_Nout1[L['arcsin'], L[8], None] +arcsinh: _UFunc_Nin1_Nout1[L['arcsinh'], L[8], None] +arctan2: _UFunc_Nin2_Nout1[L['arctan2'], L[5], None] +arctan: _UFunc_Nin1_Nout1[L['arctan'], L[8], None] +arctanh: _UFunc_Nin1_Nout1[L['arctanh'], L[8], None] +bitwise_and: _UFunc_Nin2_Nout1[L['bitwise_and'], L[12], L[-1]] +bitwise_not: _UFunc_Nin1_Nout1[L['invert'], L[12], None] +bitwise_or: _UFunc_Nin2_Nout1[L['bitwise_or'], L[12], L[0]] +bitwise_xor: _UFunc_Nin2_Nout1[L['bitwise_xor'], L[12], L[0]] +cbrt: _UFunc_Nin1_Nout1[L['cbrt'], L[5], None] +ceil: _UFunc_Nin1_Nout1[L['ceil'], L[7], None] +conj: _UFunc_Nin1_Nout1[L['conjugate'], L[18], None] +conjugate: _UFunc_Nin1_Nout1[L['conjugate'], L[18], None] +copysign: _UFunc_Nin2_Nout1[L['copysign'], L[4], None] +cos: _UFunc_Nin1_Nout1[L['cos'], L[9], None] +cosh: _UFunc_Nin1_Nout1[L['cosh'], L[8], None] +deg2rad: _UFunc_Nin1_Nout1[L['deg2rad'], L[5], None] +degrees: _UFunc_Nin1_Nout1[L['degrees'], L[5], None] +divide: _UFunc_Nin2_Nout1[L['true_divide'], L[11], None] +divmod: _UFunc_Nin2_Nout2[L['divmod'], L[15], None] +equal: _UFunc_Nin2_Nout1[L['equal'], L[23], None] +exp2: _UFunc_Nin1_Nout1[L['exp2'], L[8], None] +exp: _UFunc_Nin1_Nout1[L['exp'], L[10], None] +expm1: _UFunc_Nin1_Nout1[L['expm1'], L[8], None] +fabs: _UFunc_Nin1_Nout1[L['fabs'], L[5], None] +float_power: _UFunc_Nin2_Nout1[L['float_power'], L[4], None] +floor: _UFunc_Nin1_Nout1[L['floor'], L[7], None] +floor_divide: _UFunc_Nin2_Nout1[L['floor_divide'], L[21], None] +fmax: _UFunc_Nin2_Nout1[L['fmax'], L[21], None] +fmin: _UFunc_Nin2_Nout1[L['fmin'], L[21], None] +fmod: _UFunc_Nin2_Nout1[L['fmod'], L[15], None] +frexp: _UFunc_Nin1_Nout2[L['frexp'], L[4], None] +gcd: _UFunc_Nin2_Nout1[L['gcd'], L[11], L[0]] +greater: _UFunc_Nin2_Nout1[L['greater'], L[23], None] +greater_equal: _UFunc_Nin2_Nout1[L['greater_equal'], L[23], None] +heaviside: _UFunc_Nin2_Nout1[L['heaviside'], L[4], None] +hypot: _UFunc_Nin2_Nout1[L['hypot'], L[5], L[0]] +invert: _UFunc_Nin1_Nout1[L['invert'], L[12], None] +isfinite: _UFunc_Nin1_Nout1[L['isfinite'], L[20], None] +isinf: _UFunc_Nin1_Nout1[L['isinf'], L[20], None] +isnan: _UFunc_Nin1_Nout1[L['isnan'], L[20], None] +isnat: _UFunc_Nin1_Nout1[L['isnat'], L[2], None] +lcm: _UFunc_Nin2_Nout1[L['lcm'], L[11], None] +ldexp: _UFunc_Nin2_Nout1[L['ldexp'], L[8], None] +left_shift: _UFunc_Nin2_Nout1[L['left_shift'], L[11], None] +less: _UFunc_Nin2_Nout1[L['less'], L[23], None] +less_equal: _UFunc_Nin2_Nout1[L['less_equal'], L[23], None] +log10: _UFunc_Nin1_Nout1[L['log10'], L[8], None] +log1p: _UFunc_Nin1_Nout1[L['log1p'], L[8], None] +log2: _UFunc_Nin1_Nout1[L['log2'], L[8], None] +log: _UFunc_Nin1_Nout1[L['log'], L[10], None] +logaddexp2: _UFunc_Nin2_Nout1[L['logaddexp2'], L[4], float] +logaddexp: _UFunc_Nin2_Nout1[L['logaddexp'], L[4], float] +logical_and: _UFunc_Nin2_Nout1[L['logical_and'], L[20], L[True]] +logical_not: _UFunc_Nin1_Nout1[L['logical_not'], L[20], None] +logical_or: _UFunc_Nin2_Nout1[L['logical_or'], L[20], L[False]] +logical_xor: _UFunc_Nin2_Nout1[L['logical_xor'], L[19], L[False]] +matmul: _GUFunc_Nin2_Nout1[L['matmul'], L[19], None] +maximum: _UFunc_Nin2_Nout1[L['maximum'], L[21], None] +minimum: _UFunc_Nin2_Nout1[L['minimum'], L[21], None] +mod: _UFunc_Nin2_Nout1[L['remainder'], L[16], None] +modf: _UFunc_Nin1_Nout2[L['modf'], L[4], None] +multiply: _UFunc_Nin2_Nout1[L['multiply'], L[23], L[1]] +negative: _UFunc_Nin1_Nout1[L['negative'], L[19], None] +nextafter: _UFunc_Nin2_Nout1[L['nextafter'], L[4], None] +not_equal: _UFunc_Nin2_Nout1[L['not_equal'], L[23], None] +positive: _UFunc_Nin1_Nout1[L['positive'], L[19], None] +power: _UFunc_Nin2_Nout1[L['power'], L[18], None] +rad2deg: _UFunc_Nin1_Nout1[L['rad2deg'], L[5], None] +radians: _UFunc_Nin1_Nout1[L['radians'], L[5], None] +reciprocal: _UFunc_Nin1_Nout1[L['reciprocal'], L[18], None] +remainder: _UFunc_Nin2_Nout1[L['remainder'], L[16], None] +right_shift: _UFunc_Nin2_Nout1[L['right_shift'], L[11], None] +rint: _UFunc_Nin1_Nout1[L['rint'], L[10], None] +sign: _UFunc_Nin1_Nout1[L['sign'], L[19], None] +signbit: _UFunc_Nin1_Nout1[L['signbit'], L[4], None] +sin: _UFunc_Nin1_Nout1[L['sin'], L[9], None] +sinh: _UFunc_Nin1_Nout1[L['sinh'], L[8], None] +spacing: _UFunc_Nin1_Nout1[L['spacing'], L[4], None] +sqrt: _UFunc_Nin1_Nout1[L['sqrt'], L[10], None] +square: _UFunc_Nin1_Nout1[L['square'], L[18], None] +subtract: _UFunc_Nin2_Nout1[L['subtract'], L[21], None] +tan: _UFunc_Nin1_Nout1[L['tan'], L[8], None] +tanh: _UFunc_Nin1_Nout1[L['tanh'], L[8], None] +true_divide: _UFunc_Nin2_Nout1[L['true_divide'], L[11], None] +trunc: _UFunc_Nin1_Nout1[L['trunc'], L[7], None] + +abs = absolute + +# Warnings +class ModuleDeprecationWarning(DeprecationWarning): ... +class VisibleDeprecationWarning(UserWarning): ... +class ComplexWarning(RuntimeWarning): ... +class RankWarning(UserWarning): ... + +# Errors +class TooHardError(RuntimeError): ... + +class AxisError(ValueError, IndexError): + def __init__( + self, axis: int, ndim: Optional[int] = ..., msg_prefix: Optional[str] = ... + ) -> None: ... + +_CallType = TypeVar("_CallType", bound=Union[_ErrFunc, _SupportsWrite]) + +class errstate(Generic[_CallType], ContextDecorator): + call: _CallType + kwargs: _ErrDictOptional + + # Expand `**kwargs` into explicit keyword-only arguments + def __init__( + self, + *, + call: _CallType = ..., + all: Optional[_ErrKind] = ..., + divide: Optional[_ErrKind] = ..., + over: Optional[_ErrKind] = ..., + under: Optional[_ErrKind] = ..., + invalid: Optional[_ErrKind] = ..., + ) -> None: ... + def __enter__(self) -> None: ... + def __exit__( + self, + __exc_type: Optional[Type[BaseException]], + __exc_value: Optional[BaseException], + __traceback: Optional[TracebackType], + ) -> None: ... + +class ndenumerate(Generic[_ScalarType]): + iter: flatiter[NDArray[_ScalarType]] + @overload + def __new__( + cls, arr: _NestedSequence[_SupportsArray[dtype[_ScalarType]]], + ) -> ndenumerate[_ScalarType]: ... + @overload + def __new__(cls, arr: _NestedSequence[str]) -> ndenumerate[str_]: ... + @overload + def __new__(cls, arr: _NestedSequence[bytes]) -> ndenumerate[bytes_]: ... + @overload + def __new__(cls, arr: _NestedSequence[bool]) -> ndenumerate[bool_]: ... + @overload + def __new__(cls, arr: _NestedSequence[int]) -> ndenumerate[int_]: ... + @overload + def __new__(cls, arr: _NestedSequence[float]) -> ndenumerate[float_]: ... + @overload + def __new__(cls, arr: _NestedSequence[complex]) -> ndenumerate[complex_]: ... + @overload + def __new__(cls, arr: _RecursiveSequence) -> ndenumerate[Any]: ... + def __next__(self: ndenumerate[_ScalarType]) -> Tuple[_Shape, _ScalarType]: ... + def __iter__(self: _T) -> _T: ... + +class ndindex: + def __init__(self, *shape: SupportsIndex) -> None: ... + def __iter__(self: _T) -> _T: ... + def __next__(self) -> _Shape: ... + +class DataSource: + def __init__( + self, + destpath: Union[None, str, os.PathLike[str]] = ..., + ) -> None: ... + def __del__(self) -> None: ... + def abspath(self, path: str) -> str: ... + def exists(self, path: str) -> bool: ... + + # Whether the file-object is opened in string or bytes mode (by default) + # depends on the file-extension of `path` + def open( + self, + path: str, + mode: str = ..., + encoding: Optional[str] = ..., + newline: Optional[str] = ..., + ) -> IO[Any]: ... + +# TODO: The type of each `__next__` and `iters` return-type depends +# on the length and dtype of `args`; we can't describe this behavior yet +# as we lack variadics (PEP 646). +class broadcast: + def __new__(cls, *args: ArrayLike) -> broadcast: ... + @property + def index(self) -> int: ... + @property + def iters(self) -> Tuple[flatiter[Any], ...]: ... + @property + def nd(self) -> int: ... + @property + def ndim(self) -> int: ... + @property + def numiter(self) -> int: ... + @property + def shape(self) -> _Shape: ... + @property + def size(self) -> int: ... + def __next__(self) -> Tuple[Any, ...]: ... + def __iter__(self: _T) -> _T: ... + def reset(self) -> None: ... diff --git a/EXE version/main/numpy/char.pyi b/EXE version/main/numpy/char.pyi new file mode 100644 index 00000000..4904aa27 --- /dev/null +++ b/EXE version/main/numpy/char.pyi @@ -0,0 +1,59 @@ +from typing import Any, List + +from numpy import ( + chararray as chararray, +) + +__all__: List[str] + +def equal(x1, x2): ... +def not_equal(x1, x2): ... +def greater_equal(x1, x2): ... +def less_equal(x1, x2): ... +def greater(x1, x2): ... +def less(x1, x2): ... +def str_len(a): ... +def add(x1, x2): ... +def multiply(a, i): ... +def mod(a, values): ... +def capitalize(a): ... +def center(a, width, fillchar=...): ... +def count(a, sub, start=..., end=...): ... +def decode(a, encoding=..., errors=...): ... +def encode(a, encoding=..., errors=...): ... +def endswith(a, suffix, start=..., end=...): ... +def expandtabs(a, tabsize=...): ... +def find(a, sub, start=..., end=...): ... +def index(a, sub, start=..., end=...): ... +def isalnum(a): ... +def isalpha(a): ... +def isdigit(a): ... +def islower(a): ... +def isspace(a): ... +def istitle(a): ... +def isupper(a): ... +def join(sep, seq): ... +def ljust(a, width, fillchar=...): ... +def lower(a): ... +def lstrip(a, chars=...): ... +def partition(a, sep): ... +def replace(a, old, new, count=...): ... +def rfind(a, sub, start=..., end=...): ... +def rindex(a, sub, start=..., end=...): ... +def rjust(a, width, fillchar=...): ... +def rpartition(a, sep): ... +def rsplit(a, sep=..., maxsplit=...): ... +def rstrip(a, chars=...): ... +def split(a, sep=..., maxsplit=...): ... +def splitlines(a, keepends=...): ... +def startswith(a, prefix, start=..., end=...): ... +def strip(a, chars=...): ... +def swapcase(a): ... +def title(a): ... +def translate(a, table, deletechars=...): ... +def upper(a): ... +def zfill(a, width): ... +def isnumeric(a): ... +def isdecimal(a): ... +def array(obj, itemsize=..., copy=..., unicode=..., order=...): ... +def asarray(obj, itemsize=..., unicode=..., order=...): ... diff --git a/EXE version/main/numpy/core/__init__.pyi b/EXE version/main/numpy/core/__init__.pyi new file mode 100644 index 00000000..4c7a42bf --- /dev/null +++ b/EXE version/main/numpy/core/__init__.pyi @@ -0,0 +1,2 @@ +# NOTE: The `np.core` namespace is deliberately kept empty due to it +# being private (despite the lack of leading underscore) diff --git a/EXE version/main/numpy/core/_asarray.pyi b/EXE version/main/numpy/core/_asarray.pyi new file mode 100644 index 00000000..ee21fc0f --- /dev/null +++ b/EXE version/main/numpy/core/_asarray.pyi @@ -0,0 +1,81 @@ +import sys +from typing import TypeVar, Union, Iterable, overload + +from numpy import ndarray, _OrderKACF +from numpy.typing import ArrayLike, DTypeLike + +if sys.version_info >= (3, 8): + from typing import Literal +else: + from typing_extensions import Literal + +_ArrayType = TypeVar("_ArrayType", bound=ndarray) + +# TODO: The following functions are now defined in C, so should be defined +# in a (not yet existing) `multiarray.pyi`. +# (with the exception of `require`) + +def asarray( + a: object, + dtype: DTypeLike = ..., + order: _OrderKACF = ..., + *, + like: ArrayLike = ... +) -> ndarray: ... +@overload +def asanyarray( + a: _ArrayType, + dtype: None = ..., + order: _OrderKACF = ..., + *, + like: ArrayLike = ... +) -> _ArrayType: ... +@overload +def asanyarray( + a: object, + dtype: DTypeLike = ..., + order: _OrderKACF = ..., + *, + like: ArrayLike = ... +) -> ndarray: ... +def ascontiguousarray( + a: object, dtype: DTypeLike = ..., *, like: ArrayLike = ... +) -> ndarray: ... +def asfortranarray( + a: object, dtype: DTypeLike = ..., *, like: ArrayLike = ... +) -> ndarray: ... + +_Requirements = Literal[ + "C", "C_CONTIGUOUS", "CONTIGUOUS", + "F", "F_CONTIGUOUS", "FORTRAN", + "A", "ALIGNED", + "W", "WRITEABLE", + "O", "OWNDATA" +] +_E = Literal["E", "ENSUREARRAY"] +_RequirementsWithE = Union[_Requirements, _E] + +@overload +def require( + a: _ArrayType, + dtype: None = ..., + requirements: Union[None, _Requirements, Iterable[_Requirements]] = ..., + *, + like: ArrayLike = ... +) -> _ArrayType: ... +@overload +def require( + a: object, + dtype: DTypeLike = ..., + requirements: Union[_E, Iterable[_RequirementsWithE]] = ..., + *, + like: ArrayLike = ... +) -> ndarray: ... +@overload +def require( + a: object, + dtype: DTypeLike = ..., + requirements: Union[None, _Requirements, Iterable[_Requirements]] = ..., + *, + like: ArrayLike = ... +) -> ndarray: ... diff --git a/EXE version/main/numpy/core/_internal.pyi b/EXE version/main/numpy/core/_internal.pyi new file mode 100644 index 00000000..1ef1c9fa --- /dev/null +++ b/EXE version/main/numpy/core/_internal.pyi @@ -0,0 +1,35 @@ +from typing import Any, TypeVar, Type, overload, Optional, Generic +import ctypes as ct + +from numpy import ndarray + +_CastT = TypeVar("_CastT", bound=ct._CanCastTo) # Copied from `ctypes.cast` +_CT = TypeVar("_CT", bound=ct._CData) +_PT = TypeVar("_PT", bound=Optional[int]) + +# TODO: Let the likes of `shape_as` and `strides_as` return `None` +# for 0D arrays once we've got shape-support + +class _ctypes(Generic[_PT]): + @overload + def __new__(cls, array: ndarray[Any, Any], ptr: None = ...) -> _ctypes[None]: ... + @overload + def __new__(cls, array: ndarray[Any, Any], ptr: _PT) -> _ctypes[_PT]: ... + + # NOTE: In practice `shape` and `strides` return one of the concrete + # platform dependant array-types (`c_int`, `c_long` or `c_longlong`) + # corresponding to C's `int_ptr_t`, as determined by `_getintp_ctype` + # TODO: Hook this in to the mypy plugin so that a more appropiate + # `ctypes._SimpleCData[int]` sub-type can be returned + @property + def data(self) -> _PT: ... + @property + def shape(self) -> ct.Array[ct.c_int64]: ... + @property + def strides(self) -> ct.Array[ct.c_int64]: ... + @property + def _as_parameter_(self) -> ct.c_void_p: ... + + def data_as(self, obj: Type[_CastT]) -> _CastT: ... + def shape_as(self, obj: Type[_CT]) -> ct.Array[_CT]: ... + def strides_as(self, obj: Type[_CT]) -> ct.Array[_CT]: ... diff --git a/EXE version/main/numpy/core/_multiarray_tests.cp39-win_amd64.pyd b/EXE version/main/numpy/core/_multiarray_tests.cp39-win_amd64.pyd new file mode 100644 index 00000000..4ad37f94 Binary files /dev/null and b/EXE version/main/numpy/core/_multiarray_tests.cp39-win_amd64.pyd differ diff --git a/EXE version/main/numpy/core/_multiarray_umath.cp39-win_amd64.pyd b/EXE version/main/numpy/core/_multiarray_umath.cp39-win_amd64.pyd new file mode 100644 index 00000000..e934c937 Binary files /dev/null and b/EXE version/main/numpy/core/_multiarray_umath.cp39-win_amd64.pyd differ diff --git a/EXE version/main/numpy/core/_type_aliases.pyi b/EXE version/main/numpy/core/_type_aliases.pyi new file mode 100644 index 00000000..6a1099cd --- /dev/null +++ b/EXE version/main/numpy/core/_type_aliases.pyi @@ -0,0 +1,19 @@ +import sys +from typing import Dict, Union, Type, List + +from numpy import generic, signedinteger, unsignedinteger, floating, complexfloating + +if sys.version_info >= (3, 8): + from typing import TypedDict +else: + from typing_extensions import TypedDict + +class _SCTypes(TypedDict): + int: List[Type[signedinteger]] + uint: List[Type[unsignedinteger]] + float: List[Type[floating]] + complex: List[Type[complexfloating]] + others: List[type] + +sctypeDict: Dict[Union[int, str], Type[generic]] +sctypes: _SCTypes diff --git a/EXE version/main/numpy/core/_ufunc_config.pyi b/EXE version/main/numpy/core/_ufunc_config.pyi new file mode 100644 index 00000000..e90f1c51 --- /dev/null +++ b/EXE version/main/numpy/core/_ufunc_config.pyi @@ -0,0 +1,43 @@ +import sys +from typing import Optional, Union, Callable, Any + +if sys.version_info >= (3, 8): + from typing import Literal, Protocol, TypedDict +else: + from typing_extensions import Literal, Protocol, TypedDict + +_ErrKind = Literal["ignore", "warn", "raise", "call", "print", "log"] +_ErrFunc = Callable[[str, int], Any] + +class _SupportsWrite(Protocol): + def write(self, __msg: str) -> Any: ... + +class _ErrDict(TypedDict): + divide: _ErrKind + over: _ErrKind + under: _ErrKind + invalid: _ErrKind + +class _ErrDictOptional(TypedDict, total=False): + all: Optional[_ErrKind] + divide: Optional[_ErrKind] + over: Optional[_ErrKind] + under: Optional[_ErrKind] + invalid: Optional[_ErrKind] + +def seterr( + all: Optional[_ErrKind] = ..., + divide: Optional[_ErrKind] = ..., + over: Optional[_ErrKind] = ..., + under: Optional[_ErrKind] = ..., + invalid: Optional[_ErrKind] = ..., +) -> _ErrDict: ... +def geterr() -> _ErrDict: ... +def setbufsize(size: int) -> int: ... +def getbufsize() -> int: ... +def seterrcall( + func: Union[None, _ErrFunc, _SupportsWrite] +) -> Union[None, _ErrFunc, _SupportsWrite]: ... +def geterrcall() -> Union[None, _ErrFunc, _SupportsWrite]: ... + +# See `numpy/__init__.pyi` for the `errstate` class diff --git a/EXE version/main/numpy/core/arrayprint.pyi b/EXE version/main/numpy/core/arrayprint.pyi new file mode 100644 index 00000000..ac2b6f5a --- /dev/null +++ b/EXE version/main/numpy/core/arrayprint.pyi @@ -0,0 +1,147 @@ +import sys +from types import TracebackType +from typing import Any, Optional, Callable, Union, Type + +# Using a private class is by no means ideal, but it is simply a consquence +# of a `contextlib.context` returning an instance of aformentioned class +from contextlib import _GeneratorContextManager + +from numpy import ( + ndarray, + generic, + bool_, + integer, + timedelta64, + datetime64, + floating, + complexfloating, + void, + str_, + bytes_, + longdouble, + clongdouble, +) +from numpy.typing import ArrayLike, _CharLike_co, _FloatLike_co + +if sys.version_info > (3, 8): + from typing import Literal, TypedDict, SupportsIndex +else: + from typing_extensions import Literal, TypedDict, SupportsIndex + +_FloatMode = Literal["fixed", "unique", "maxprec", "maxprec_equal"] + +class _FormatDict(TypedDict, total=False): + bool: Callable[[bool_], str] + int: Callable[[integer[Any]], str] + timedelta: Callable[[timedelta64], str] + datetime: Callable[[datetime64], str] + float: Callable[[floating[Any]], str] + longfloat: Callable[[longdouble], str] + complexfloat: Callable[[complexfloating[Any, Any]], str] + longcomplexfloat: Callable[[clongdouble], str] + void: Callable[[void], str] + numpystr: Callable[[_CharLike_co], str] + object: Callable[[object], str] + all: Callable[[object], str] + int_kind: Callable[[integer[Any]], str] + float_kind: Callable[[floating[Any]], str] + complex_kind: Callable[[complexfloating[Any, Any]], str] + str_kind: Callable[[_CharLike_co], str] + +class _FormatOptions(TypedDict): + precision: int + threshold: int + edgeitems: int + linewidth: int + suppress: bool + nanstr: str + infstr: str + formatter: Optional[_FormatDict] + sign: Literal["-", "+", " "] + floatmode: _FloatMode + legacy: Literal[False, "1.13"] + +def set_printoptions( + precision: Optional[SupportsIndex] = ..., + threshold: Optional[int] = ..., + edgeitems: Optional[int] = ..., + linewidth: Optional[int] = ..., + suppress: Optional[bool] = ..., + nanstr: Optional[str] = ..., + infstr: Optional[str] = ..., + formatter: Optional[_FormatDict] = ..., + sign: Optional[Literal["-", "+", " "]] = ..., + floatmode: Optional[_FloatMode] = ..., + *, + legacy: Optional[Literal[False, "1.13"]] = ... +) -> None: ... +def get_printoptions() -> _FormatOptions: ... +def array2string( + a: ndarray[Any, Any], + max_line_width: Optional[int] = ..., + precision: Optional[SupportsIndex] = ..., + suppress_small: Optional[bool] = ..., + separator: str = ..., + prefix: str = ..., + # NOTE: With the `style` argument being deprecated, + # all arguments between `formatter` and `suffix` are de facto + # keyworld-only arguments + *, + formatter: Optional[_FormatDict] = ..., + threshold: Optional[int] = ..., + edgeitems: Optional[int] = ..., + sign: Optional[Literal["-", "+", " "]] = ..., + floatmode: Optional[_FloatMode] = ..., + suffix: str = ..., + legacy: Optional[Literal[False, "1.13"]] = ..., +) -> str: ... +def format_float_scientific( + x: _FloatLike_co, + precision: Optional[int] = ..., + unique: bool = ..., + trim: Literal["k", ".", "0", "-"] = ..., + sign: bool = ..., + pad_left: Optional[int] = ..., + exp_digits: Optional[int] = ..., + min_digits: Optional[int] = ..., +) -> str: ... +def format_float_positional( + x: _FloatLike_co, + precision: Optional[int] = ..., + unique: bool = ..., + fractional: bool = ..., + trim: Literal["k", ".", "0", "-"] = ..., + sign: bool = ..., + pad_left: Optional[int] = ..., + pad_right: Optional[int] = ..., + min_digits: Optional[int] = ..., +) -> str: ... +def array_repr( + arr: ndarray[Any, Any], + max_line_width: Optional[int] = ..., + precision: Optional[SupportsIndex] = ..., + suppress_small: Optional[bool] = ..., +) -> str: ... +def array_str( + a: ndarray[Any, Any], + max_line_width: Optional[int] = ..., + precision: Optional[SupportsIndex] = ..., + suppress_small: Optional[bool] = ..., +) -> str: ... +def set_string_function( + f: Optional[Callable[[ndarray[Any, Any]], str]], repr: bool = ... +) -> None: ... +def printoptions( + precision: Optional[SupportsIndex] = ..., + threshold: Optional[int] = ..., + edgeitems: Optional[int] = ..., + linewidth: Optional[int] = ..., + suppress: Optional[bool] = ..., + nanstr: Optional[str] = ..., + infstr: Optional[str] = ..., + formatter: Optional[_FormatDict] = ..., + sign: Optional[Literal["-", "+", " "]] = ..., + floatmode: Optional[_FloatMode] = ..., + *, + legacy: Optional[Literal[False, "1.13"]] = ... +) -> _GeneratorContextManager[_FormatOptions]: ... diff --git a/EXE version/main/numpy/core/einsumfunc.pyi b/EXE version/main/numpy/core/einsumfunc.pyi new file mode 100644 index 00000000..2457e871 --- /dev/null +++ b/EXE version/main/numpy/core/einsumfunc.pyi @@ -0,0 +1,142 @@ +import sys +from typing import List, TypeVar, Optional, Any, overload, Union, Tuple, Sequence + +from numpy import ( + ndarray, + dtype, + bool_, + unsignedinteger, + signedinteger, + floating, + complexfloating, + number, + _OrderKACF, +) +from numpy.typing import ( + _ArrayLikeBool_co, + _ArrayLikeUInt_co, + _ArrayLikeInt_co, + _ArrayLikeFloat_co, + _ArrayLikeComplex_co, + _DTypeLikeBool, + _DTypeLikeUInt, + _DTypeLikeInt, + _DTypeLikeFloat, + _DTypeLikeComplex, + _DTypeLikeComplex_co, +) + +if sys.version_info >= (3, 8): + from typing import Literal +else: + from typing_extensions import Literal + +_ArrayType = TypeVar( + "_ArrayType", + bound=ndarray[Any, dtype[Union[bool_, number[Any]]]], +) + +_OptimizeKind = Union[ + None, bool, Literal["greedy", "optimal"], Sequence[Any] +] +_CastingSafe = Literal["no", "equiv", "safe", "same_kind"] +_CastingUnsafe = Literal["unsafe"] + +__all__: List[str] + +# TODO: Properly handle the `casting`-based combinatorics +# TODO: We need to evaluate the content `__subscripts` in order +# to identify whether or an array or scalar is returned. At a cursory +# glance this seems like something that can quite easilly be done with +# a mypy plugin. +# Something like `is_scalar = bool(__subscripts.partition("->")[-1])` +@overload +def einsum( + __subscripts: str, + *operands: _ArrayLikeBool_co, + out: None = ..., + dtype: Optional[_DTypeLikeBool] = ..., + order: _OrderKACF = ..., + casting: _CastingSafe = ..., + optimize: _OptimizeKind = ..., +) -> Any: ... +@overload +def einsum( + __subscripts: str, + *operands: _ArrayLikeUInt_co, + out: None = ..., + dtype: Optional[_DTypeLikeUInt] = ..., + order: _OrderKACF = ..., + casting: _CastingSafe = ..., + optimize: _OptimizeKind = ..., +) -> Any: ... +@overload +def einsum( + __subscripts: str, + *operands: _ArrayLikeInt_co, + out: None = ..., + dtype: Optional[_DTypeLikeInt] = ..., + order: _OrderKACF = ..., + casting: _CastingSafe = ..., + optimize: _OptimizeKind = ..., +) -> Any: ... +@overload +def einsum( + __subscripts: str, + *operands: _ArrayLikeFloat_co, + out: None = ..., + dtype: Optional[_DTypeLikeFloat] = ..., + order: _OrderKACF = ..., + casting: _CastingSafe = ..., + optimize: _OptimizeKind = ..., +) -> Any: ... +@overload +def einsum( + __subscripts: str, + *operands: _ArrayLikeComplex_co, + out: None = ..., + dtype: Optional[_DTypeLikeComplex] = ..., + order: _OrderKACF = ..., + casting: _CastingSafe = ..., + optimize: _OptimizeKind = ..., +) -> Any: ... +@overload +def einsum( + __subscripts: str, + *operands: Any, + casting: _CastingUnsafe, + dtype: Optional[_DTypeLikeComplex_co] = ..., + out: None = ..., + order: _OrderKACF = ..., + optimize: _OptimizeKind = ..., +) -> Any: ... +@overload +def einsum( + __subscripts: str, + *operands: _ArrayLikeComplex_co, + out: _ArrayType, + dtype: Optional[_DTypeLikeComplex_co] = ..., + order: _OrderKACF = ..., + casting: _CastingSafe = ..., + optimize: _OptimizeKind = ..., +) -> _ArrayType: ... +@overload +def einsum( + __subscripts: str, + *operands: Any, + out: _ArrayType, + casting: _CastingUnsafe, + dtype: Optional[_DTypeLikeComplex_co] = ..., + order: _OrderKACF = ..., + optimize: _OptimizeKind = ..., +) -> _ArrayType: ... + +# NOTE: `einsum_call` is a hidden kwarg unavailable for public use. +# It is therefore excluded from the signatures below. +# NOTE: In practice the list consists of a `str` (first element) +# and a variable number of integer tuples. +def einsum_path( + __subscripts: str, + *operands: _ArrayLikeComplex_co, + optimize: _OptimizeKind = ..., +) -> Tuple[List[Any], str]: ... diff --git a/EXE version/main/numpy/core/fromnumeric.pyi b/EXE version/main/numpy/core/fromnumeric.pyi new file mode 100644 index 00000000..3342ec3a --- /dev/null +++ b/EXE version/main/numpy/core/fromnumeric.pyi @@ -0,0 +1,361 @@ +import sys +import datetime as dt +from typing import Optional, Union, Sequence, Tuple, Any, overload, TypeVar + +from numpy import ( + ndarray, + number, + integer, + intp, + bool_, + generic, + _OrderKACF, + _OrderACF, + _ModeKind, + _PartitionKind, + _SortKind, + _SortSide, +) +from numpy.typing import ( + DTypeLike, + ArrayLike, + _ShapeLike, + _Shape, + _ArrayLikeBool_co, + _ArrayLikeInt_co, + _NumberLike_co, +) + +if sys.version_info >= (3, 8): + from typing import Literal +else: + from typing_extensions import Literal + +# Various annotations for scalars + +# While dt.datetime and dt.timedelta are not technically part of NumPy, +# they are one of the rare few builtin scalars which serve as valid return types. +# See https://github.com/numpy/numpy-stubs/pull/67#discussion_r412604113. +_ScalarNumpy = Union[generic, dt.datetime, dt.timedelta] +_ScalarBuiltin = Union[str, bytes, dt.date, dt.timedelta, bool, int, float, complex] +_Scalar = Union[_ScalarBuiltin, _ScalarNumpy] + +# Integers and booleans can generally be used interchangeably +_ScalarGeneric = TypeVar("_ScalarGeneric", bound=generic) + +_Number = TypeVar("_Number", bound=number) + +# The signature of take() follows a common theme with its overloads: +# 1. A generic comes in; the same generic comes out +# 2. A scalar comes in; a generic comes out +# 3. An array-like object comes in; some keyword ensures that a generic comes out +# 4. An array-like object comes in; an ndarray or generic comes out +def take( + a: ArrayLike, + indices: _ArrayLikeInt_co, + axis: Optional[int] = ..., + out: Optional[ndarray] = ..., + mode: _ModeKind = ..., +) -> Any: ... + +def reshape( + a: ArrayLike, + newshape: _ShapeLike, + order: _OrderACF = ..., +) -> ndarray: ... + +def choose( + a: _ArrayLikeInt_co, + choices: ArrayLike, + out: Optional[ndarray] = ..., + mode: _ModeKind = ..., +) -> Any: ... + +def repeat( + a: ArrayLike, + repeats: _ArrayLikeInt_co, + axis: Optional[int] = ..., +) -> ndarray: ... + +def put( + a: ndarray, + ind: _ArrayLikeInt_co, + v: ArrayLike, + mode: _ModeKind = ..., +) -> None: ... + +def swapaxes( + a: ArrayLike, + axis1: int, + axis2: int, +) -> ndarray: ... + +def transpose( + a: ArrayLike, + axes: Union[None, Sequence[int], ndarray] = ... +) -> ndarray: ... + +def partition( + a: ArrayLike, + kth: _ArrayLikeInt_co, + axis: Optional[int] = ..., + kind: _PartitionKind = ..., + order: Union[None, str, Sequence[str]] = ..., +) -> ndarray: ... + +def argpartition( + a: ArrayLike, + kth: _ArrayLikeInt_co, + axis: Optional[int] = ..., + kind: _PartitionKind = ..., + order: Union[None, str, Sequence[str]] = ..., +) -> Any: ... + +def sort( + a: ArrayLike, + axis: Optional[int] = ..., + kind: Optional[_SortKind] = ..., + order: Union[None, str, Sequence[str]] = ..., +) -> ndarray: ... + +def argsort( + a: ArrayLike, + axis: Optional[int] = ..., + kind: Optional[_SortKind] = ..., + order: Union[None, str, Sequence[str]] = ..., +) -> ndarray: ... + +@overload +def argmax( + a: ArrayLike, + axis: None = ..., + out: Optional[ndarray] = ..., +) -> intp: ... +@overload +def argmax( + a: ArrayLike, + axis: Optional[int] = ..., + out: Optional[ndarray] = ..., +) -> Any: ... + +@overload +def argmin( + a: ArrayLike, + axis: None = ..., + out: Optional[ndarray] = ..., +) -> intp: ... +@overload +def argmin( + a: ArrayLike, + axis: Optional[int] = ..., + out: Optional[ndarray] = ..., +) -> Any: ... + +@overload +def searchsorted( + a: ArrayLike, + v: _Scalar, + side: _SortSide = ..., + sorter: Optional[_ArrayLikeInt_co] = ..., # 1D int array +) -> intp: ... +@overload +def searchsorted( + a: ArrayLike, + v: ArrayLike, + side: _SortSide = ..., + sorter: Optional[_ArrayLikeInt_co] = ..., # 1D int array +) -> ndarray: ... + +def resize( + a: ArrayLike, + new_shape: _ShapeLike, +) -> ndarray: ... + +@overload +def squeeze( + a: _ScalarGeneric, + axis: Optional[_ShapeLike] = ..., +) -> _ScalarGeneric: ... +@overload +def squeeze( + a: ArrayLike, + axis: Optional[_ShapeLike] = ..., +) -> ndarray: ... + +def diagonal( + a: ArrayLike, + offset: int = ..., + axis1: int = ..., + axis2: int = ..., # >= 2D array +) -> ndarray: ... + +def trace( + a: ArrayLike, # >= 2D array + offset: int = ..., + axis1: int = ..., + axis2: int = ..., + dtype: DTypeLike = ..., + out: Optional[ndarray] = ..., +) -> Any: ... + +def ravel(a: ArrayLike, order: _OrderKACF = ...) -> ndarray: ... + +def nonzero(a: ArrayLike) -> Tuple[ndarray, ...]: ... + +def shape(a: ArrayLike) -> _Shape: ... + +def compress( + condition: ArrayLike, # 1D bool array + a: ArrayLike, + axis: Optional[int] = ..., + out: Optional[ndarray] = ..., +) -> ndarray: ... + +@overload +def clip( + a: ArrayLike, + a_min: ArrayLike, + a_max: Optional[ArrayLike], + out: Optional[ndarray] = ..., + **kwargs: Any, +) -> Any: ... +@overload +def clip( + a: ArrayLike, + a_min: None, + a_max: ArrayLike, + out: Optional[ndarray] = ..., + **kwargs: Any, +) -> Any: ... + +def sum( + a: ArrayLike, + axis: _ShapeLike = ..., + dtype: DTypeLike = ..., + out: Optional[ndarray] = ..., + keepdims: bool = ..., + initial: _NumberLike_co = ..., + where: _ArrayLikeBool_co = ..., +) -> Any: ... + +@overload +def all( + a: ArrayLike, + axis: None = ..., + out: None = ..., + keepdims: Literal[False] = ..., +) -> bool_: ... +@overload +def all( + a: ArrayLike, + axis: Optional[_ShapeLike] = ..., + out: Optional[ndarray] = ..., + keepdims: bool = ..., +) -> Any: ... + +@overload +def any( + a: ArrayLike, + axis: None = ..., + out: None = ..., + keepdims: Literal[False] = ..., +) -> bool_: ... +@overload +def any( + a: ArrayLike, + axis: Optional[_ShapeLike] = ..., + out: Optional[ndarray] = ..., + keepdims: bool = ..., +) -> Any: ... + +def cumsum( + a: ArrayLike, + axis: Optional[int] = ..., + dtype: DTypeLike = ..., + out: Optional[ndarray] = ..., +) -> ndarray: ... + +def ptp( + a: ArrayLike, + axis: Optional[_ShapeLike] = ..., + out: Optional[ndarray] = ..., + keepdims: bool = ..., +) -> Any: ... + +def amax( + a: ArrayLike, + axis: Optional[_ShapeLike] = ..., + out: Optional[ndarray] = ..., + keepdims: bool = ..., + initial: _NumberLike_co = ..., + where: _ArrayLikeBool_co = ..., +) -> Any: ... + +def amin( + a: ArrayLike, + axis: Optional[_ShapeLike] = ..., + out: Optional[ndarray] = ..., + keepdims: bool = ..., + initial: _NumberLike_co = ..., + where: _ArrayLikeBool_co = ..., +) -> Any: ... + +# TODO: `np.prod()``: For object arrays `initial` does not necessarily +# have to be a numerical scalar. +# The only requirement is that it is compatible +# with the `.__mul__()` method(s) of the passed array's elements. + +# Note that the same situation holds for all wrappers around +# `np.ufunc.reduce`, e.g. `np.sum()` (`.__add__()`). +def prod( + a: ArrayLike, + axis: Optional[_ShapeLike] = ..., + dtype: DTypeLike = ..., + out: Optional[ndarray] = ..., + keepdims: bool = ..., + initial: _NumberLike_co = ..., + where: _ArrayLikeBool_co = ..., +) -> Any: ... + +def cumprod( + a: ArrayLike, + axis: Optional[int] = ..., + dtype: DTypeLike = ..., + out: Optional[ndarray] = ..., +) -> ndarray: ... + +def ndim(a: ArrayLike) -> int: ... + +def size(a: ArrayLike, axis: Optional[int] = ...) -> int: ... + +def around( + a: ArrayLike, + decimals: int = ..., + out: Optional[ndarray] = ..., +) -> Any: ... + +def mean( + a: ArrayLike, + axis: Optional[_ShapeLike] = ..., + dtype: DTypeLike = ..., + out: Optional[ndarray] = ..., + keepdims: bool = ..., +) -> Any: ... + +def std( + a: ArrayLike, + axis: Optional[_ShapeLike] = ..., + dtype: DTypeLike = ..., + out: Optional[ndarray] = ..., + ddof: int = ..., + keepdims: bool = ..., +) -> Any: ... + +def var( + a: ArrayLike, + axis: Optional[_ShapeLike] = ..., + dtype: DTypeLike = ..., + out: Optional[ndarray] = ..., + ddof: int = ..., + keepdims: bool = ..., +) -> Any: ... diff --git a/EXE version/main/numpy/core/function_base.pyi b/EXE version/main/numpy/core/function_base.pyi new file mode 100644 index 00000000..b5d6ca6a --- /dev/null +++ b/EXE version/main/numpy/core/function_base.pyi @@ -0,0 +1,55 @@ +import sys +from typing import overload, Tuple, Union, Sequence, Any + +from numpy import ndarray +from numpy.typing import ArrayLike, DTypeLike, _SupportsArray, _NumberLike_co + +if sys.version_info >= (3, 8): + from typing import SupportsIndex, Literal +else: + from typing_extensions import SupportsIndex, Literal + +# TODO: wait for support for recursive types +_ArrayLikeNested = Sequence[Sequence[Any]] +_ArrayLikeNumber = Union[ + _NumberLike_co, Sequence[_NumberLike_co], ndarray, _SupportsArray, _ArrayLikeNested +] +@overload +def linspace( + start: _ArrayLikeNumber, + stop: _ArrayLikeNumber, + num: SupportsIndex = ..., + endpoint: bool = ..., + retstep: Literal[False] = ..., + dtype: DTypeLike = ..., + axis: SupportsIndex = ..., +) -> ndarray: ... +@overload +def linspace( + start: _ArrayLikeNumber, + stop: _ArrayLikeNumber, + num: SupportsIndex = ..., + endpoint: bool = ..., + retstep: Literal[True] = ..., + dtype: DTypeLike = ..., + axis: SupportsIndex = ..., +) -> Tuple[ndarray, Any]: ... + +def logspace( + start: _ArrayLikeNumber, + stop: _ArrayLikeNumber, + num: SupportsIndex = ..., + endpoint: bool = ..., + base: _ArrayLikeNumber = ..., + dtype: DTypeLike = ..., + axis: SupportsIndex = ..., +) -> ndarray: ... + +def geomspace( + start: _ArrayLikeNumber, + stop: _ArrayLikeNumber, + num: SupportsIndex = ..., + endpoint: bool = ..., + dtype: DTypeLike = ..., + axis: SupportsIndex = ..., +) -> ndarray: ... diff --git a/EXE version/main/numpy/core/include/numpy/__multiarray_api.h b/EXE version/main/numpy/core/include/numpy/__multiarray_api.h new file mode 100644 index 00000000..a375c8ca --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/__multiarray_api.h @@ -0,0 +1,1540 @@ + +#if defined(_MULTIARRAYMODULE) || defined(WITH_CPYCHECKER_STEALS_REFERENCE_TO_ARG_ATTRIBUTE) + +typedef struct { + PyObject_HEAD + npy_bool obval; +} PyBoolScalarObject; + +extern NPY_NO_EXPORT PyTypeObject PyArrayMapIter_Type; +extern NPY_NO_EXPORT PyTypeObject PyArrayNeighborhoodIter_Type; +extern NPY_NO_EXPORT PyBoolScalarObject _PyArrayScalar_BoolValues[2]; + +NPY_NO_EXPORT unsigned int PyArray_GetNDArrayCVersion \ + (void); +extern NPY_NO_EXPORT PyTypeObject PyBigArray_Type; + +extern NPY_NO_EXPORT PyTypeObject PyArray_Type; + +extern NPY_NO_EXPORT PyArray_DTypeMeta PyArrayDescr_TypeFull; +#define PyArrayDescr_Type (*(PyTypeObject *)(&PyArrayDescr_TypeFull)) + +extern NPY_NO_EXPORT PyTypeObject PyArrayFlags_Type; + +extern NPY_NO_EXPORT PyTypeObject PyArrayIter_Type; + +extern NPY_NO_EXPORT PyTypeObject PyArrayMultiIter_Type; + +extern NPY_NO_EXPORT int NPY_NUMUSERTYPES; + +extern NPY_NO_EXPORT PyTypeObject PyBoolArrType_Type; + +extern NPY_NO_EXPORT PyBoolScalarObject _PyArrayScalar_BoolValues[2]; + +extern NPY_NO_EXPORT PyTypeObject PyGenericArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyNumberArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyIntegerArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PySignedIntegerArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyUnsignedIntegerArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyInexactArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyFloatingArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyComplexFloatingArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyFlexibleArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyCharacterArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyByteArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyShortArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyIntArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyLongArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyLongLongArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyUByteArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyUShortArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyUIntArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyULongArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyULongLongArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyFloatArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyDoubleArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyLongDoubleArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyCFloatArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyCDoubleArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyCLongDoubleArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyObjectArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyStringArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyUnicodeArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyVoidArrType_Type; + +NPY_NO_EXPORT int PyArray_SetNumericOps \ + (PyObject *); +NPY_NO_EXPORT PyObject * PyArray_GetNumericOps \ + (void); +NPY_NO_EXPORT int PyArray_INCREF \ + (PyArrayObject *); +NPY_NO_EXPORT int PyArray_XDECREF \ + (PyArrayObject *); +NPY_NO_EXPORT void PyArray_SetStringFunction \ + (PyObject *, int); +NPY_NO_EXPORT PyArray_Descr * PyArray_DescrFromType \ + (int); +NPY_NO_EXPORT PyObject * PyArray_TypeObjectFromType \ + (int); +NPY_NO_EXPORT char * PyArray_Zero \ + (PyArrayObject *); +NPY_NO_EXPORT char * PyArray_One \ + (PyArrayObject *); +NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(2) NPY_GCC_NONNULL(2) PyObject * PyArray_CastToType \ + (PyArrayObject *, PyArray_Descr *, int); +NPY_NO_EXPORT int PyArray_CastTo \ + (PyArrayObject *, PyArrayObject *); +NPY_NO_EXPORT int PyArray_CastAnyTo \ + (PyArrayObject *, PyArrayObject *); +NPY_NO_EXPORT int PyArray_CanCastSafely \ + (int, int); +NPY_NO_EXPORT npy_bool PyArray_CanCastTo \ + (PyArray_Descr *, PyArray_Descr *); +NPY_NO_EXPORT int PyArray_ObjectType \ + (PyObject *, int); +NPY_NO_EXPORT PyArray_Descr * PyArray_DescrFromObject \ + (PyObject *, PyArray_Descr *); +NPY_NO_EXPORT PyArrayObject ** PyArray_ConvertToCommonType \ + (PyObject *, int *); +NPY_NO_EXPORT PyArray_Descr * PyArray_DescrFromScalar \ + (PyObject *); +NPY_NO_EXPORT PyArray_Descr * PyArray_DescrFromTypeObject \ + (PyObject *); +NPY_NO_EXPORT npy_intp PyArray_Size \ + (PyObject *); +NPY_NO_EXPORT PyObject * PyArray_Scalar \ + (void *, PyArray_Descr *, PyObject *); +NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(2) PyObject * PyArray_FromScalar \ + (PyObject *, PyArray_Descr *); +NPY_NO_EXPORT void PyArray_ScalarAsCtype \ + (PyObject *, void *); +NPY_NO_EXPORT int PyArray_CastScalarToCtype \ + (PyObject *, void *, PyArray_Descr *); +NPY_NO_EXPORT int PyArray_CastScalarDirect \ + (PyObject *, PyArray_Descr *, void *, int); +NPY_NO_EXPORT PyObject * PyArray_ScalarFromObject \ + (PyObject *); +NPY_NO_EXPORT PyArray_VectorUnaryFunc * PyArray_GetCastFunc \ + (PyArray_Descr *, int); +NPY_NO_EXPORT PyObject * PyArray_FromDims \ + (int NPY_UNUSED(nd), int *NPY_UNUSED(d), int NPY_UNUSED(type)); +NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(3) PyObject * PyArray_FromDimsAndDataAndDescr \ + (int NPY_UNUSED(nd), int *NPY_UNUSED(d), PyArray_Descr *, char *NPY_UNUSED(data)); +NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(2) PyObject * PyArray_FromAny \ + (PyObject *, PyArray_Descr *, int, int, int, PyObject *); +NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(1) PyObject * PyArray_EnsureArray \ + (PyObject *); +NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(1) PyObject * PyArray_EnsureAnyArray \ + (PyObject *); +NPY_NO_EXPORT PyObject * PyArray_FromFile \ + (FILE *, PyArray_Descr *, npy_intp, char *); +NPY_NO_EXPORT PyObject * PyArray_FromString \ + (char *, npy_intp, PyArray_Descr *, npy_intp, char *); +NPY_NO_EXPORT PyObject * PyArray_FromBuffer \ + (PyObject *, PyArray_Descr *, npy_intp, npy_intp); +NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(2) PyObject * PyArray_FromIter \ + (PyObject *, PyArray_Descr *, npy_intp); +NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(1) PyObject * PyArray_Return \ + (PyArrayObject *); +NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(2) NPY_GCC_NONNULL(2) PyObject * PyArray_GetField \ + (PyArrayObject *, PyArray_Descr *, int); +NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(2) NPY_GCC_NONNULL(2) int PyArray_SetField \ + (PyArrayObject *, PyArray_Descr *, int, PyObject *); +NPY_NO_EXPORT PyObject * PyArray_Byteswap \ + (PyArrayObject *, npy_bool); +NPY_NO_EXPORT PyObject * PyArray_Resize \ + (PyArrayObject *, PyArray_Dims *, int, NPY_ORDER NPY_UNUSED(order)); +NPY_NO_EXPORT int PyArray_MoveInto \ + (PyArrayObject *, PyArrayObject *); +NPY_NO_EXPORT int PyArray_CopyInto \ + (PyArrayObject *, PyArrayObject *); +NPY_NO_EXPORT int PyArray_CopyAnyInto \ + (PyArrayObject *, PyArrayObject *); +NPY_NO_EXPORT int PyArray_CopyObject \ + (PyArrayObject *, PyObject *); +NPY_NO_EXPORT NPY_GCC_NONNULL(1) PyObject * PyArray_NewCopy \ + (PyArrayObject *, NPY_ORDER); +NPY_NO_EXPORT PyObject * PyArray_ToList \ + (PyArrayObject *); +NPY_NO_EXPORT PyObject * PyArray_ToString \ + (PyArrayObject *, NPY_ORDER); +NPY_NO_EXPORT int PyArray_ToFile \ + (PyArrayObject *, FILE *, char *, char *); +NPY_NO_EXPORT int PyArray_Dump \ + (PyObject *, PyObject *, int); +NPY_NO_EXPORT PyObject * PyArray_Dumps \ + (PyObject *, int); +NPY_NO_EXPORT int PyArray_ValidType \ + (int); +NPY_NO_EXPORT void PyArray_UpdateFlags \ + (PyArrayObject *, int); +NPY_NO_EXPORT NPY_GCC_NONNULL(1) PyObject * PyArray_New \ + (PyTypeObject *, int, npy_intp const *, int, npy_intp const *, void *, int, int, PyObject *); +NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(2) NPY_GCC_NONNULL(1) NPY_GCC_NONNULL(2) PyObject * PyArray_NewFromDescr \ + (PyTypeObject *, PyArray_Descr *, int, npy_intp const *, npy_intp const *, void *, int, PyObject *); +NPY_NO_EXPORT PyArray_Descr * PyArray_DescrNew \ + (PyArray_Descr *); +NPY_NO_EXPORT PyArray_Descr * PyArray_DescrNewFromType \ + (int); +NPY_NO_EXPORT double PyArray_GetPriority \ + (PyObject *, double); +NPY_NO_EXPORT PyObject * PyArray_IterNew \ + (PyObject *); +NPY_NO_EXPORT PyObject* PyArray_MultiIterNew \ + (int, ...); +NPY_NO_EXPORT int PyArray_PyIntAsInt \ + (PyObject *); +NPY_NO_EXPORT npy_intp PyArray_PyIntAsIntp \ + (PyObject *); +NPY_NO_EXPORT int PyArray_Broadcast \ + (PyArrayMultiIterObject *); +NPY_NO_EXPORT void PyArray_FillObjectArray \ + (PyArrayObject *, PyObject *); +NPY_NO_EXPORT int PyArray_FillWithScalar \ + (PyArrayObject *, PyObject *); +NPY_NO_EXPORT npy_bool PyArray_CheckStrides \ + (int, int, npy_intp, npy_intp, npy_intp const *, npy_intp const *); +NPY_NO_EXPORT PyArray_Descr * PyArray_DescrNewByteorder \ + (PyArray_Descr *, char); +NPY_NO_EXPORT PyObject * PyArray_IterAllButAxis \ + (PyObject *, int *); +NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(2) PyObject * PyArray_CheckFromAny \ + (PyObject *, PyArray_Descr *, int, int, int, PyObject *); +NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(2) PyObject * PyArray_FromArray \ + (PyArrayObject *, PyArray_Descr *, int); +NPY_NO_EXPORT PyObject * PyArray_FromInterface \ + (PyObject *); +NPY_NO_EXPORT PyObject * PyArray_FromStructInterface \ + (PyObject *); +NPY_NO_EXPORT PyObject * PyArray_FromArrayAttr \ + (PyObject *, PyArray_Descr *, PyObject *); +NPY_NO_EXPORT NPY_SCALARKIND PyArray_ScalarKind \ + (int, PyArrayObject **); +NPY_NO_EXPORT int PyArray_CanCoerceScalar \ + (int, int, NPY_SCALARKIND); +NPY_NO_EXPORT PyObject * PyArray_NewFlagsObject \ + (PyObject *); +NPY_NO_EXPORT npy_bool PyArray_CanCastScalar \ + (PyTypeObject *, PyTypeObject *); +NPY_NO_EXPORT int PyArray_CompareUCS4 \ + (npy_ucs4 const *, npy_ucs4 const *, size_t); +NPY_NO_EXPORT int PyArray_RemoveSmallest \ + (PyArrayMultiIterObject *); +NPY_NO_EXPORT int PyArray_ElementStrides \ + (PyObject *); +NPY_NO_EXPORT void PyArray_Item_INCREF \ + (char *, PyArray_Descr *); +NPY_NO_EXPORT void PyArray_Item_XDECREF \ + (char *, PyArray_Descr *); +NPY_NO_EXPORT PyObject * PyArray_FieldNames \ + (PyObject *); +NPY_NO_EXPORT PyObject * PyArray_Transpose \ + (PyArrayObject *, PyArray_Dims *); +NPY_NO_EXPORT PyObject * PyArray_TakeFrom \ + (PyArrayObject *, PyObject *, int, PyArrayObject *, NPY_CLIPMODE); +NPY_NO_EXPORT PyObject * PyArray_PutTo \ + (PyArrayObject *, PyObject*, PyObject *, NPY_CLIPMODE); +NPY_NO_EXPORT PyObject * PyArray_PutMask \ + (PyArrayObject *, PyObject*, PyObject*); +NPY_NO_EXPORT PyObject * PyArray_Repeat \ + (PyArrayObject *, PyObject *, int); +NPY_NO_EXPORT PyObject * PyArray_Choose \ + (PyArrayObject *, PyObject *, PyArrayObject *, NPY_CLIPMODE); +NPY_NO_EXPORT int PyArray_Sort \ + (PyArrayObject *, int, NPY_SORTKIND); +NPY_NO_EXPORT PyObject * PyArray_ArgSort \ + (PyArrayObject *, int, NPY_SORTKIND); +NPY_NO_EXPORT PyObject * PyArray_SearchSorted \ + (PyArrayObject *, PyObject *, NPY_SEARCHSIDE, PyObject *); +NPY_NO_EXPORT PyObject * PyArray_ArgMax \ + (PyArrayObject *, int, PyArrayObject *); +NPY_NO_EXPORT PyObject * PyArray_ArgMin \ + (PyArrayObject *, int, PyArrayObject *); +NPY_NO_EXPORT PyObject * PyArray_Reshape \ + (PyArrayObject *, PyObject *); +NPY_NO_EXPORT PyObject * PyArray_Newshape \ + (PyArrayObject *, PyArray_Dims *, NPY_ORDER); +NPY_NO_EXPORT PyObject * PyArray_Squeeze \ + (PyArrayObject *); +NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(2) PyObject * PyArray_View \ + (PyArrayObject *, PyArray_Descr *, PyTypeObject *); +NPY_NO_EXPORT PyObject * PyArray_SwapAxes \ + (PyArrayObject *, int, int); +NPY_NO_EXPORT PyObject * PyArray_Max \ + (PyArrayObject *, int, PyArrayObject *); +NPY_NO_EXPORT PyObject * PyArray_Min \ + (PyArrayObject *, int, PyArrayObject *); +NPY_NO_EXPORT PyObject * PyArray_Ptp \ + (PyArrayObject *, int, PyArrayObject *); +NPY_NO_EXPORT PyObject * PyArray_Mean \ + (PyArrayObject *, int, int, PyArrayObject *); +NPY_NO_EXPORT PyObject * PyArray_Trace \ + (PyArrayObject *, int, int, int, int, PyArrayObject *); +NPY_NO_EXPORT PyObject * PyArray_Diagonal \ + (PyArrayObject *, int, int, int); +NPY_NO_EXPORT PyObject * PyArray_Clip \ + (PyArrayObject *, PyObject *, PyObject *, PyArrayObject *); +NPY_NO_EXPORT PyObject * PyArray_Conjugate \ + (PyArrayObject *, PyArrayObject *); +NPY_NO_EXPORT PyObject * PyArray_Nonzero \ + (PyArrayObject *); +NPY_NO_EXPORT PyObject * PyArray_Std \ + (PyArrayObject *, int, int, PyArrayObject *, int); +NPY_NO_EXPORT PyObject * PyArray_Sum \ + (PyArrayObject *, int, int, PyArrayObject *); +NPY_NO_EXPORT PyObject * PyArray_CumSum \ + (PyArrayObject *, int, int, PyArrayObject *); +NPY_NO_EXPORT PyObject * PyArray_Prod \ + (PyArrayObject *, int, int, PyArrayObject *); +NPY_NO_EXPORT PyObject * PyArray_CumProd \ + (PyArrayObject *, int, int, PyArrayObject *); +NPY_NO_EXPORT PyObject * PyArray_All \ + (PyArrayObject *, int, PyArrayObject *); +NPY_NO_EXPORT PyObject * PyArray_Any \ + (PyArrayObject *, int, PyArrayObject *); +NPY_NO_EXPORT PyObject * PyArray_Compress \ + (PyArrayObject *, PyObject *, int, PyArrayObject *); +NPY_NO_EXPORT PyObject * PyArray_Flatten \ + (PyArrayObject *, NPY_ORDER); +NPY_NO_EXPORT PyObject * PyArray_Ravel \ + (PyArrayObject *, NPY_ORDER); +NPY_NO_EXPORT npy_intp PyArray_MultiplyList \ + (npy_intp const *, int); +NPY_NO_EXPORT int PyArray_MultiplyIntList \ + (int const *, int); +NPY_NO_EXPORT void * PyArray_GetPtr \ + (PyArrayObject *, npy_intp const*); +NPY_NO_EXPORT int PyArray_CompareLists \ + (npy_intp const *, npy_intp const *, int); +NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(5) int PyArray_AsCArray \ + (PyObject **, void *, npy_intp *, int, PyArray_Descr*); +NPY_NO_EXPORT int PyArray_As1D \ + (PyObject **NPY_UNUSED(op), char **NPY_UNUSED(ptr), int *NPY_UNUSED(d1), int NPY_UNUSED(typecode)); +NPY_NO_EXPORT int PyArray_As2D \ + (PyObject **NPY_UNUSED(op), char ***NPY_UNUSED(ptr), int *NPY_UNUSED(d1), int *NPY_UNUSED(d2), int NPY_UNUSED(typecode)); +NPY_NO_EXPORT int PyArray_Free \ + (PyObject *, void *); +NPY_NO_EXPORT int PyArray_Converter \ + (PyObject *, PyObject **); +NPY_NO_EXPORT int PyArray_IntpFromSequence \ + (PyObject *, npy_intp *, int); +NPY_NO_EXPORT PyObject * PyArray_Concatenate \ + (PyObject *, int); +NPY_NO_EXPORT PyObject * PyArray_InnerProduct \ + (PyObject *, PyObject *); +NPY_NO_EXPORT PyObject * PyArray_MatrixProduct \ + (PyObject *, PyObject *); +NPY_NO_EXPORT PyObject * PyArray_CopyAndTranspose \ + (PyObject *); +NPY_NO_EXPORT PyObject * PyArray_Correlate \ + (PyObject *, PyObject *, int); +NPY_NO_EXPORT int PyArray_TypestrConvert \ + (int, int); +NPY_NO_EXPORT int PyArray_DescrConverter \ + (PyObject *, PyArray_Descr **); +NPY_NO_EXPORT int PyArray_DescrConverter2 \ + (PyObject *, PyArray_Descr **); +NPY_NO_EXPORT int PyArray_IntpConverter \ + (PyObject *, PyArray_Dims *); +NPY_NO_EXPORT int PyArray_BufferConverter \ + (PyObject *, PyArray_Chunk *); +NPY_NO_EXPORT int PyArray_AxisConverter \ + (PyObject *, int *); +NPY_NO_EXPORT int PyArray_BoolConverter \ + (PyObject *, npy_bool *); +NPY_NO_EXPORT int PyArray_ByteorderConverter \ + (PyObject *, char *); +NPY_NO_EXPORT int PyArray_OrderConverter \ + (PyObject *, NPY_ORDER *); +NPY_NO_EXPORT unsigned char PyArray_EquivTypes \ + (PyArray_Descr *, PyArray_Descr *); +NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(3) PyObject * PyArray_Zeros \ + (int, npy_intp const *, PyArray_Descr *, int); +NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(3) PyObject * PyArray_Empty \ + (int, npy_intp const *, PyArray_Descr *, int); +NPY_NO_EXPORT PyObject * PyArray_Where \ + (PyObject *, PyObject *, PyObject *); +NPY_NO_EXPORT PyObject * PyArray_Arange \ + (double, double, double, int); +NPY_NO_EXPORT PyObject * PyArray_ArangeObj \ + (PyObject *, PyObject *, PyObject *, PyArray_Descr *); +NPY_NO_EXPORT int PyArray_SortkindConverter \ + (PyObject *, NPY_SORTKIND *); +NPY_NO_EXPORT PyObject * PyArray_LexSort \ + (PyObject *, int); +NPY_NO_EXPORT PyObject * PyArray_Round \ + (PyArrayObject *, int, PyArrayObject *); +NPY_NO_EXPORT unsigned char PyArray_EquivTypenums \ + (int, int); +NPY_NO_EXPORT int PyArray_RegisterDataType \ + (PyArray_Descr *); +NPY_NO_EXPORT int PyArray_RegisterCastFunc \ + (PyArray_Descr *, int, PyArray_VectorUnaryFunc *); +NPY_NO_EXPORT int PyArray_RegisterCanCast \ + (PyArray_Descr *, int, NPY_SCALARKIND); +NPY_NO_EXPORT void PyArray_InitArrFuncs \ + (PyArray_ArrFuncs *); +NPY_NO_EXPORT PyObject * PyArray_IntTupleFromIntp \ + (int, npy_intp const *); +NPY_NO_EXPORT int PyArray_TypeNumFromName \ + (char const *); +NPY_NO_EXPORT int PyArray_ClipmodeConverter \ + (PyObject *, NPY_CLIPMODE *); +NPY_NO_EXPORT int PyArray_OutputConverter \ + (PyObject *, PyArrayObject **); +NPY_NO_EXPORT PyObject * PyArray_BroadcastToShape \ + (PyObject *, npy_intp *, int); +NPY_NO_EXPORT void _PyArray_SigintHandler \ + (int); +NPY_NO_EXPORT void* _PyArray_GetSigintBuf \ + (void); +NPY_NO_EXPORT int PyArray_DescrAlignConverter \ + (PyObject *, PyArray_Descr **); +NPY_NO_EXPORT int PyArray_DescrAlignConverter2 \ + (PyObject *, PyArray_Descr **); +NPY_NO_EXPORT int PyArray_SearchsideConverter \ + (PyObject *, void *); +NPY_NO_EXPORT PyObject * PyArray_CheckAxis \ + (PyArrayObject *, int *, int); +NPY_NO_EXPORT npy_intp PyArray_OverflowMultiplyList \ + (npy_intp const *, int); +NPY_NO_EXPORT int PyArray_CompareString \ + (const char *, const char *, size_t); +NPY_NO_EXPORT PyObject* PyArray_MultiIterFromObjects \ + (PyObject **, int, int, ...); +NPY_NO_EXPORT int PyArray_GetEndianness \ + (void); +NPY_NO_EXPORT unsigned int PyArray_GetNDArrayCFeatureVersion \ + (void); +NPY_NO_EXPORT PyObject * PyArray_Correlate2 \ + (PyObject *, PyObject *, int); +NPY_NO_EXPORT PyObject* PyArray_NeighborhoodIterNew \ + (PyArrayIterObject *, const npy_intp *, int, PyArrayObject*); +extern NPY_NO_EXPORT PyTypeObject PyTimeIntegerArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyDatetimeArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyTimedeltaArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject PyHalfArrType_Type; + +extern NPY_NO_EXPORT PyTypeObject NpyIter_Type; + +NPY_NO_EXPORT void PyArray_SetDatetimeParseFunction \ + (PyObject *NPY_UNUSED(op)); +NPY_NO_EXPORT void PyArray_DatetimeToDatetimeStruct \ + (npy_datetime NPY_UNUSED(val), NPY_DATETIMEUNIT NPY_UNUSED(fr), npy_datetimestruct *); +NPY_NO_EXPORT void PyArray_TimedeltaToTimedeltaStruct \ + (npy_timedelta NPY_UNUSED(val), NPY_DATETIMEUNIT NPY_UNUSED(fr), npy_timedeltastruct *); +NPY_NO_EXPORT npy_datetime PyArray_DatetimeStructToDatetime \ + (NPY_DATETIMEUNIT NPY_UNUSED(fr), npy_datetimestruct *NPY_UNUSED(d)); +NPY_NO_EXPORT npy_datetime PyArray_TimedeltaStructToTimedelta \ + (NPY_DATETIMEUNIT NPY_UNUSED(fr), npy_timedeltastruct *NPY_UNUSED(d)); +NPY_NO_EXPORT NpyIter * NpyIter_New \ + (PyArrayObject *, npy_uint32, NPY_ORDER, NPY_CASTING, PyArray_Descr*); +NPY_NO_EXPORT NpyIter * NpyIter_MultiNew \ + (int, PyArrayObject **, npy_uint32, NPY_ORDER, NPY_CASTING, npy_uint32 *, PyArray_Descr **); +NPY_NO_EXPORT NpyIter * NpyIter_AdvancedNew \ + (int, PyArrayObject **, npy_uint32, NPY_ORDER, NPY_CASTING, npy_uint32 *, PyArray_Descr **, int, int **, npy_intp *, npy_intp); +NPY_NO_EXPORT NpyIter * NpyIter_Copy \ + (NpyIter *); +NPY_NO_EXPORT int NpyIter_Deallocate \ + (NpyIter *); +NPY_NO_EXPORT npy_bool NpyIter_HasDelayedBufAlloc \ + (NpyIter *); +NPY_NO_EXPORT npy_bool NpyIter_HasExternalLoop \ + (NpyIter *); +NPY_NO_EXPORT int NpyIter_EnableExternalLoop \ + (NpyIter *); +NPY_NO_EXPORT npy_intp * NpyIter_GetInnerStrideArray \ + (NpyIter *); +NPY_NO_EXPORT npy_intp * NpyIter_GetInnerLoopSizePtr \ + (NpyIter *); +NPY_NO_EXPORT int NpyIter_Reset \ + (NpyIter *, char **); +NPY_NO_EXPORT int NpyIter_ResetBasePointers \ + (NpyIter *, char **, char **); +NPY_NO_EXPORT int NpyIter_ResetToIterIndexRange \ + (NpyIter *, npy_intp, npy_intp, char **); +NPY_NO_EXPORT int NpyIter_GetNDim \ + (NpyIter *); +NPY_NO_EXPORT int NpyIter_GetNOp \ + (NpyIter *); +NPY_NO_EXPORT NpyIter_IterNextFunc * NpyIter_GetIterNext \ + (NpyIter *, char **); +NPY_NO_EXPORT npy_intp NpyIter_GetIterSize \ + (NpyIter *); +NPY_NO_EXPORT void NpyIter_GetIterIndexRange \ + (NpyIter *, npy_intp *, npy_intp *); +NPY_NO_EXPORT npy_intp NpyIter_GetIterIndex \ + (NpyIter *); +NPY_NO_EXPORT int NpyIter_GotoIterIndex \ + (NpyIter *, npy_intp); +NPY_NO_EXPORT npy_bool NpyIter_HasMultiIndex \ + (NpyIter *); +NPY_NO_EXPORT int NpyIter_GetShape \ + (NpyIter *, npy_intp *); +NPY_NO_EXPORT NpyIter_GetMultiIndexFunc * NpyIter_GetGetMultiIndex \ + (NpyIter *, char **); +NPY_NO_EXPORT int NpyIter_GotoMultiIndex \ + (NpyIter *, npy_intp const *); +NPY_NO_EXPORT int NpyIter_RemoveMultiIndex \ + (NpyIter *); +NPY_NO_EXPORT npy_bool NpyIter_HasIndex \ + (NpyIter *); +NPY_NO_EXPORT npy_bool NpyIter_IsBuffered \ + (NpyIter *); +NPY_NO_EXPORT npy_bool NpyIter_IsGrowInner \ + (NpyIter *); +NPY_NO_EXPORT npy_intp NpyIter_GetBufferSize \ + (NpyIter *); +NPY_NO_EXPORT npy_intp * NpyIter_GetIndexPtr \ + (NpyIter *); +NPY_NO_EXPORT int NpyIter_GotoIndex \ + (NpyIter *, npy_intp); +NPY_NO_EXPORT char ** NpyIter_GetDataPtrArray \ + (NpyIter *); +NPY_NO_EXPORT PyArray_Descr ** NpyIter_GetDescrArray \ + (NpyIter *); +NPY_NO_EXPORT PyArrayObject ** NpyIter_GetOperandArray \ + (NpyIter *); +NPY_NO_EXPORT PyArrayObject * NpyIter_GetIterView \ + (NpyIter *, npy_intp); +NPY_NO_EXPORT void NpyIter_GetReadFlags \ + (NpyIter *, char *); +NPY_NO_EXPORT void NpyIter_GetWriteFlags \ + (NpyIter *, char *); +NPY_NO_EXPORT void NpyIter_DebugPrint \ + (NpyIter *); +NPY_NO_EXPORT npy_bool NpyIter_IterationNeedsAPI \ + (NpyIter *); +NPY_NO_EXPORT void NpyIter_GetInnerFixedStrideArray \ + (NpyIter *, npy_intp *); +NPY_NO_EXPORT int NpyIter_RemoveAxis \ + (NpyIter *, int); +NPY_NO_EXPORT npy_intp * NpyIter_GetAxisStrideArray \ + (NpyIter *, int); +NPY_NO_EXPORT npy_bool NpyIter_RequiresBuffering \ + (NpyIter *); +NPY_NO_EXPORT char ** NpyIter_GetInitialDataPtrArray \ + (NpyIter *); +NPY_NO_EXPORT int NpyIter_CreateCompatibleStrides \ + (NpyIter *, npy_intp, npy_intp *); +NPY_NO_EXPORT int PyArray_CastingConverter \ + (PyObject *, NPY_CASTING *); +NPY_NO_EXPORT npy_intp PyArray_CountNonzero \ + (PyArrayObject *); +NPY_NO_EXPORT PyArray_Descr * PyArray_PromoteTypes \ + (PyArray_Descr *, PyArray_Descr *); +NPY_NO_EXPORT PyArray_Descr * PyArray_MinScalarType \ + (PyArrayObject *); +NPY_NO_EXPORT PyArray_Descr * PyArray_ResultType \ + (npy_intp, PyArrayObject *arrs[], npy_intp, PyArray_Descr *descrs[]); +NPY_NO_EXPORT npy_bool PyArray_CanCastArrayTo \ + (PyArrayObject *, PyArray_Descr *, NPY_CASTING); +NPY_NO_EXPORT npy_bool PyArray_CanCastTypeTo \ + (PyArray_Descr *, PyArray_Descr *, NPY_CASTING); +NPY_NO_EXPORT PyArrayObject * PyArray_EinsteinSum \ + (char *, npy_intp, PyArrayObject **, PyArray_Descr *, NPY_ORDER, NPY_CASTING, PyArrayObject *); +NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(3) NPY_GCC_NONNULL(1) PyObject * PyArray_NewLikeArray \ + (PyArrayObject *, NPY_ORDER, PyArray_Descr *, int); +NPY_NO_EXPORT int PyArray_GetArrayParamsFromObject \ + (PyObject *NPY_UNUSED(op), PyArray_Descr *NPY_UNUSED(requested_dtype), npy_bool NPY_UNUSED(writeable), PyArray_Descr **NPY_UNUSED(out_dtype), int *NPY_UNUSED(out_ndim), npy_intp *NPY_UNUSED(out_dims), PyArrayObject **NPY_UNUSED(out_arr), PyObject *NPY_UNUSED(context)); +NPY_NO_EXPORT int PyArray_ConvertClipmodeSequence \ + (PyObject *, NPY_CLIPMODE *, int); +NPY_NO_EXPORT PyObject * PyArray_MatrixProduct2 \ + (PyObject *, PyObject *, PyArrayObject*); +NPY_NO_EXPORT npy_bool NpyIter_IsFirstVisit \ + (NpyIter *, int); +NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(2) int PyArray_SetBaseObject \ + (PyArrayObject *, PyObject *); +NPY_NO_EXPORT void PyArray_CreateSortedStridePerm \ + (int, npy_intp const *, npy_stride_sort_item *); +NPY_NO_EXPORT void PyArray_RemoveAxesInPlace \ + (PyArrayObject *, const npy_bool *); +NPY_NO_EXPORT void PyArray_DebugPrint \ + (PyArrayObject *); +NPY_NO_EXPORT int PyArray_FailUnlessWriteable \ + (PyArrayObject *, const char *); +NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(2) int PyArray_SetUpdateIfCopyBase \ + (PyArrayObject *, PyArrayObject *); +NPY_NO_EXPORT void * PyDataMem_NEW \ + (size_t); +NPY_NO_EXPORT void PyDataMem_FREE \ + (void *); +NPY_NO_EXPORT void * PyDataMem_RENEW \ + (void *, size_t); +NPY_NO_EXPORT PyDataMem_EventHookFunc * PyDataMem_SetEventHook \ + (PyDataMem_EventHookFunc *, void *, void **); +extern NPY_NO_EXPORT NPY_CASTING NPY_DEFAULT_ASSIGN_CASTING; + +NPY_NO_EXPORT void PyArray_MapIterSwapAxes \ + (PyArrayMapIterObject *, PyArrayObject **, int); +NPY_NO_EXPORT PyObject * PyArray_MapIterArray \ + (PyArrayObject *, PyObject *); +NPY_NO_EXPORT void PyArray_MapIterNext \ + (PyArrayMapIterObject *); +NPY_NO_EXPORT int PyArray_Partition \ + (PyArrayObject *, PyArrayObject *, int, NPY_SELECTKIND); +NPY_NO_EXPORT PyObject * PyArray_ArgPartition \ + (PyArrayObject *, PyArrayObject *, int, NPY_SELECTKIND); +NPY_NO_EXPORT int PyArray_SelectkindConverter \ + (PyObject *, NPY_SELECTKIND *); +NPY_NO_EXPORT void * PyDataMem_NEW_ZEROED \ + (size_t, size_t); +NPY_NO_EXPORT NPY_GCC_NONNULL(1) int PyArray_CheckAnyScalarExact \ + (PyObject *); +NPY_NO_EXPORT PyObject * PyArray_MapIterArrayCopyIfOverlap \ + (PyArrayObject *, PyObject *, int, PyArrayObject *); +NPY_NO_EXPORT int PyArray_ResolveWritebackIfCopy \ + (PyArrayObject *); +NPY_NO_EXPORT int PyArray_SetWritebackIfCopyBase \ + (PyArrayObject *, PyArrayObject *); + +#else + +#if defined(PY_ARRAY_UNIQUE_SYMBOL) +#define PyArray_API PY_ARRAY_UNIQUE_SYMBOL +#endif + +#if defined(NO_IMPORT) || defined(NO_IMPORT_ARRAY) +extern void **PyArray_API; +#else +#if defined(PY_ARRAY_UNIQUE_SYMBOL) +void **PyArray_API; +#else +static void **PyArray_API=NULL; +#endif +#endif + +#define PyArray_GetNDArrayCVersion \ + (*(unsigned int (*)(void)) \ + PyArray_API[0]) +#define PyBigArray_Type (*(PyTypeObject *)PyArray_API[1]) +#define PyArray_Type (*(PyTypeObject *)PyArray_API[2]) +#define PyArrayDescr_Type (*(PyTypeObject *)PyArray_API[3]) +#define PyArrayFlags_Type (*(PyTypeObject *)PyArray_API[4]) +#define PyArrayIter_Type (*(PyTypeObject *)PyArray_API[5]) +#define PyArrayMultiIter_Type (*(PyTypeObject *)PyArray_API[6]) +#define NPY_NUMUSERTYPES (*(int *)PyArray_API[7]) +#define PyBoolArrType_Type (*(PyTypeObject *)PyArray_API[8]) +#define _PyArrayScalar_BoolValues ((PyBoolScalarObject *)PyArray_API[9]) +#define PyGenericArrType_Type (*(PyTypeObject *)PyArray_API[10]) +#define PyNumberArrType_Type (*(PyTypeObject *)PyArray_API[11]) +#define PyIntegerArrType_Type (*(PyTypeObject *)PyArray_API[12]) +#define PySignedIntegerArrType_Type (*(PyTypeObject *)PyArray_API[13]) +#define PyUnsignedIntegerArrType_Type (*(PyTypeObject *)PyArray_API[14]) +#define PyInexactArrType_Type (*(PyTypeObject *)PyArray_API[15]) +#define PyFloatingArrType_Type (*(PyTypeObject *)PyArray_API[16]) +#define PyComplexFloatingArrType_Type (*(PyTypeObject *)PyArray_API[17]) +#define PyFlexibleArrType_Type (*(PyTypeObject *)PyArray_API[18]) +#define PyCharacterArrType_Type (*(PyTypeObject *)PyArray_API[19]) +#define PyByteArrType_Type (*(PyTypeObject *)PyArray_API[20]) +#define PyShortArrType_Type (*(PyTypeObject *)PyArray_API[21]) +#define PyIntArrType_Type (*(PyTypeObject *)PyArray_API[22]) +#define PyLongArrType_Type (*(PyTypeObject *)PyArray_API[23]) +#define PyLongLongArrType_Type (*(PyTypeObject *)PyArray_API[24]) +#define PyUByteArrType_Type (*(PyTypeObject *)PyArray_API[25]) +#define PyUShortArrType_Type (*(PyTypeObject *)PyArray_API[26]) +#define PyUIntArrType_Type (*(PyTypeObject *)PyArray_API[27]) +#define PyULongArrType_Type (*(PyTypeObject *)PyArray_API[28]) +#define PyULongLongArrType_Type (*(PyTypeObject *)PyArray_API[29]) +#define PyFloatArrType_Type (*(PyTypeObject *)PyArray_API[30]) +#define PyDoubleArrType_Type (*(PyTypeObject *)PyArray_API[31]) +#define PyLongDoubleArrType_Type (*(PyTypeObject *)PyArray_API[32]) +#define PyCFloatArrType_Type (*(PyTypeObject *)PyArray_API[33]) +#define PyCDoubleArrType_Type (*(PyTypeObject *)PyArray_API[34]) +#define PyCLongDoubleArrType_Type (*(PyTypeObject *)PyArray_API[35]) +#define PyObjectArrType_Type (*(PyTypeObject *)PyArray_API[36]) +#define PyStringArrType_Type (*(PyTypeObject *)PyArray_API[37]) +#define PyUnicodeArrType_Type (*(PyTypeObject *)PyArray_API[38]) +#define PyVoidArrType_Type (*(PyTypeObject *)PyArray_API[39]) +#define PyArray_SetNumericOps \ + (*(int (*)(PyObject *)) \ + PyArray_API[40]) +#define PyArray_GetNumericOps \ + (*(PyObject * (*)(void)) \ + PyArray_API[41]) +#define PyArray_INCREF \ + (*(int (*)(PyArrayObject *)) \ + PyArray_API[42]) +#define PyArray_XDECREF \ + (*(int (*)(PyArrayObject *)) \ + PyArray_API[43]) +#define PyArray_SetStringFunction \ + (*(void (*)(PyObject *, int)) \ + PyArray_API[44]) +#define PyArray_DescrFromType \ + (*(PyArray_Descr * (*)(int)) \ + PyArray_API[45]) +#define PyArray_TypeObjectFromType \ + (*(PyObject * (*)(int)) \ + PyArray_API[46]) +#define PyArray_Zero \ + (*(char * (*)(PyArrayObject *)) \ + PyArray_API[47]) +#define PyArray_One \ + (*(char * (*)(PyArrayObject *)) \ + PyArray_API[48]) +#define PyArray_CastToType \ + (*(PyObject * (*)(PyArrayObject *, PyArray_Descr *, int)) \ + PyArray_API[49]) +#define PyArray_CastTo \ + (*(int (*)(PyArrayObject *, PyArrayObject *)) \ + PyArray_API[50]) +#define PyArray_CastAnyTo \ + (*(int (*)(PyArrayObject *, PyArrayObject *)) \ + PyArray_API[51]) +#define PyArray_CanCastSafely \ + (*(int (*)(int, int)) \ + PyArray_API[52]) +#define PyArray_CanCastTo \ + (*(npy_bool (*)(PyArray_Descr *, PyArray_Descr *)) \ + PyArray_API[53]) +#define PyArray_ObjectType \ + (*(int (*)(PyObject *, int)) \ + PyArray_API[54]) +#define PyArray_DescrFromObject \ + (*(PyArray_Descr * (*)(PyObject *, PyArray_Descr *)) \ + PyArray_API[55]) +#define PyArray_ConvertToCommonType \ + (*(PyArrayObject ** (*)(PyObject *, int *)) \ + PyArray_API[56]) +#define PyArray_DescrFromScalar \ + (*(PyArray_Descr * (*)(PyObject *)) \ + PyArray_API[57]) +#define PyArray_DescrFromTypeObject \ + (*(PyArray_Descr * (*)(PyObject *)) \ + PyArray_API[58]) +#define PyArray_Size \ + (*(npy_intp (*)(PyObject *)) \ + PyArray_API[59]) +#define PyArray_Scalar \ + (*(PyObject * (*)(void *, PyArray_Descr *, PyObject *)) \ + PyArray_API[60]) +#define PyArray_FromScalar \ + (*(PyObject * (*)(PyObject *, PyArray_Descr *)) \ + PyArray_API[61]) +#define PyArray_ScalarAsCtype \ + (*(void (*)(PyObject *, void *)) \ + PyArray_API[62]) +#define PyArray_CastScalarToCtype \ + (*(int (*)(PyObject *, void *, PyArray_Descr *)) \ + PyArray_API[63]) +#define PyArray_CastScalarDirect \ + (*(int (*)(PyObject *, PyArray_Descr *, void *, int)) \ + PyArray_API[64]) +#define PyArray_ScalarFromObject \ + (*(PyObject * (*)(PyObject *)) \ + PyArray_API[65]) +#define PyArray_GetCastFunc \ + (*(PyArray_VectorUnaryFunc * (*)(PyArray_Descr *, int)) \ + PyArray_API[66]) +#define PyArray_FromDims \ + (*(PyObject * (*)(int NPY_UNUSED(nd), int *NPY_UNUSED(d), int NPY_UNUSED(type))) \ + PyArray_API[67]) +#define PyArray_FromDimsAndDataAndDescr \ + (*(PyObject * (*)(int NPY_UNUSED(nd), int *NPY_UNUSED(d), PyArray_Descr *, char *NPY_UNUSED(data))) \ + PyArray_API[68]) +#define PyArray_FromAny \ + (*(PyObject * (*)(PyObject *, PyArray_Descr *, int, int, int, PyObject *)) \ + PyArray_API[69]) +#define PyArray_EnsureArray \ + (*(PyObject * (*)(PyObject *)) \ + PyArray_API[70]) +#define PyArray_EnsureAnyArray \ + (*(PyObject * (*)(PyObject *)) \ + PyArray_API[71]) +#define PyArray_FromFile \ + (*(PyObject * (*)(FILE *, PyArray_Descr *, npy_intp, char *)) \ + PyArray_API[72]) +#define PyArray_FromString \ + (*(PyObject * (*)(char *, npy_intp, PyArray_Descr *, npy_intp, char *)) \ + PyArray_API[73]) +#define PyArray_FromBuffer \ + (*(PyObject * (*)(PyObject *, PyArray_Descr *, npy_intp, npy_intp)) \ + PyArray_API[74]) +#define PyArray_FromIter \ + (*(PyObject * (*)(PyObject *, PyArray_Descr *, npy_intp)) \ + PyArray_API[75]) +#define PyArray_Return \ + (*(PyObject * (*)(PyArrayObject *)) \ + PyArray_API[76]) +#define PyArray_GetField \ + (*(PyObject * (*)(PyArrayObject *, PyArray_Descr *, int)) \ + PyArray_API[77]) +#define PyArray_SetField \ + (*(int (*)(PyArrayObject *, PyArray_Descr *, int, PyObject *)) \ + PyArray_API[78]) +#define PyArray_Byteswap \ + (*(PyObject * (*)(PyArrayObject *, npy_bool)) \ + PyArray_API[79]) +#define PyArray_Resize \ + (*(PyObject * (*)(PyArrayObject *, PyArray_Dims *, int, NPY_ORDER NPY_UNUSED(order))) \ + PyArray_API[80]) +#define PyArray_MoveInto \ + (*(int (*)(PyArrayObject *, PyArrayObject *)) \ + PyArray_API[81]) +#define PyArray_CopyInto \ + (*(int (*)(PyArrayObject *, PyArrayObject *)) \ + PyArray_API[82]) +#define PyArray_CopyAnyInto \ + (*(int (*)(PyArrayObject *, PyArrayObject *)) \ + PyArray_API[83]) +#define PyArray_CopyObject \ + (*(int (*)(PyArrayObject *, PyObject *)) \ + PyArray_API[84]) +#define PyArray_NewCopy \ + (*(PyObject * (*)(PyArrayObject *, NPY_ORDER)) \ + PyArray_API[85]) +#define PyArray_ToList \ + (*(PyObject * (*)(PyArrayObject *)) \ + PyArray_API[86]) +#define PyArray_ToString \ + (*(PyObject * (*)(PyArrayObject *, NPY_ORDER)) \ + PyArray_API[87]) +#define PyArray_ToFile \ + (*(int (*)(PyArrayObject *, FILE *, char *, char *)) \ + PyArray_API[88]) +#define PyArray_Dump \ + (*(int (*)(PyObject *, PyObject *, int)) \ + PyArray_API[89]) +#define PyArray_Dumps \ + (*(PyObject * (*)(PyObject *, int)) \ + PyArray_API[90]) +#define PyArray_ValidType \ + (*(int (*)(int)) \ + PyArray_API[91]) +#define PyArray_UpdateFlags \ + (*(void (*)(PyArrayObject *, int)) \ + PyArray_API[92]) +#define PyArray_New \ + (*(PyObject * (*)(PyTypeObject *, int, npy_intp const *, int, npy_intp const *, void *, int, int, PyObject *)) \ + PyArray_API[93]) +#define PyArray_NewFromDescr \ + (*(PyObject * (*)(PyTypeObject *, PyArray_Descr *, int, npy_intp const *, npy_intp const *, void *, int, PyObject *)) \ + PyArray_API[94]) +#define PyArray_DescrNew \ + (*(PyArray_Descr * (*)(PyArray_Descr *)) \ + PyArray_API[95]) +#define PyArray_DescrNewFromType \ + (*(PyArray_Descr * (*)(int)) \ + PyArray_API[96]) +#define PyArray_GetPriority \ + (*(double (*)(PyObject *, double)) \ + PyArray_API[97]) +#define PyArray_IterNew \ + (*(PyObject * (*)(PyObject *)) \ + PyArray_API[98]) +#define PyArray_MultiIterNew \ + (*(PyObject* (*)(int, ...)) \ + PyArray_API[99]) +#define PyArray_PyIntAsInt \ + (*(int (*)(PyObject *)) \ + PyArray_API[100]) +#define PyArray_PyIntAsIntp \ + (*(npy_intp (*)(PyObject *)) \ + PyArray_API[101]) +#define PyArray_Broadcast \ + (*(int (*)(PyArrayMultiIterObject *)) \ + PyArray_API[102]) +#define PyArray_FillObjectArray \ + (*(void (*)(PyArrayObject *, PyObject *)) \ + PyArray_API[103]) +#define PyArray_FillWithScalar \ + (*(int (*)(PyArrayObject *, PyObject *)) \ + PyArray_API[104]) +#define PyArray_CheckStrides \ + (*(npy_bool (*)(int, int, npy_intp, npy_intp, npy_intp const *, npy_intp const *)) \ + PyArray_API[105]) +#define PyArray_DescrNewByteorder \ + (*(PyArray_Descr * (*)(PyArray_Descr *, char)) \ + PyArray_API[106]) +#define PyArray_IterAllButAxis \ + (*(PyObject * (*)(PyObject *, int *)) \ + PyArray_API[107]) +#define PyArray_CheckFromAny \ + (*(PyObject * (*)(PyObject *, PyArray_Descr *, int, int, int, PyObject *)) \ + PyArray_API[108]) +#define PyArray_FromArray \ + (*(PyObject * (*)(PyArrayObject *, PyArray_Descr *, int)) \ + PyArray_API[109]) +#define PyArray_FromInterface \ + (*(PyObject * (*)(PyObject *)) \ + PyArray_API[110]) +#define PyArray_FromStructInterface \ + (*(PyObject * (*)(PyObject *)) \ + PyArray_API[111]) +#define PyArray_FromArrayAttr \ + (*(PyObject * (*)(PyObject *, PyArray_Descr *, PyObject *)) \ + PyArray_API[112]) +#define PyArray_ScalarKind \ + (*(NPY_SCALARKIND (*)(int, PyArrayObject **)) \ + PyArray_API[113]) +#define PyArray_CanCoerceScalar \ + (*(int (*)(int, int, NPY_SCALARKIND)) \ + PyArray_API[114]) +#define PyArray_NewFlagsObject \ + (*(PyObject * (*)(PyObject *)) \ + PyArray_API[115]) +#define PyArray_CanCastScalar \ + (*(npy_bool (*)(PyTypeObject *, PyTypeObject *)) \ + PyArray_API[116]) +#define PyArray_CompareUCS4 \ + (*(int (*)(npy_ucs4 const *, npy_ucs4 const *, size_t)) \ + PyArray_API[117]) +#define PyArray_RemoveSmallest \ + (*(int (*)(PyArrayMultiIterObject *)) \ + PyArray_API[118]) +#define PyArray_ElementStrides \ + (*(int (*)(PyObject *)) \ + PyArray_API[119]) +#define PyArray_Item_INCREF \ + (*(void (*)(char *, PyArray_Descr *)) \ + PyArray_API[120]) +#define PyArray_Item_XDECREF \ + (*(void (*)(char *, PyArray_Descr *)) \ + PyArray_API[121]) +#define PyArray_FieldNames \ + (*(PyObject * (*)(PyObject *)) \ + PyArray_API[122]) +#define PyArray_Transpose \ + (*(PyObject * (*)(PyArrayObject *, PyArray_Dims *)) \ + PyArray_API[123]) +#define PyArray_TakeFrom \ + (*(PyObject * (*)(PyArrayObject *, PyObject *, int, PyArrayObject *, NPY_CLIPMODE)) \ + PyArray_API[124]) +#define PyArray_PutTo \ + (*(PyObject * (*)(PyArrayObject *, PyObject*, PyObject *, NPY_CLIPMODE)) \ + PyArray_API[125]) +#define PyArray_PutMask \ + (*(PyObject * (*)(PyArrayObject *, PyObject*, PyObject*)) \ + PyArray_API[126]) +#define PyArray_Repeat \ + (*(PyObject * (*)(PyArrayObject *, PyObject *, int)) \ + PyArray_API[127]) +#define PyArray_Choose \ + (*(PyObject * (*)(PyArrayObject *, PyObject *, PyArrayObject *, NPY_CLIPMODE)) \ + PyArray_API[128]) +#define PyArray_Sort \ + (*(int (*)(PyArrayObject *, int, NPY_SORTKIND)) \ + PyArray_API[129]) +#define PyArray_ArgSort \ + (*(PyObject * (*)(PyArrayObject *, int, NPY_SORTKIND)) \ + PyArray_API[130]) +#define PyArray_SearchSorted \ + (*(PyObject * (*)(PyArrayObject *, PyObject *, NPY_SEARCHSIDE, PyObject *)) \ + PyArray_API[131]) +#define PyArray_ArgMax \ + (*(PyObject * (*)(PyArrayObject *, int, PyArrayObject *)) \ + PyArray_API[132]) +#define PyArray_ArgMin \ + (*(PyObject * (*)(PyArrayObject *, int, PyArrayObject *)) \ + PyArray_API[133]) +#define PyArray_Reshape \ + (*(PyObject * (*)(PyArrayObject *, PyObject *)) \ + PyArray_API[134]) +#define PyArray_Newshape \ + (*(PyObject * (*)(PyArrayObject *, PyArray_Dims *, NPY_ORDER)) \ + PyArray_API[135]) +#define PyArray_Squeeze \ + (*(PyObject * (*)(PyArrayObject *)) \ + PyArray_API[136]) +#define PyArray_View \ + (*(PyObject * (*)(PyArrayObject *, PyArray_Descr *, PyTypeObject *)) \ + PyArray_API[137]) +#define PyArray_SwapAxes \ + (*(PyObject * (*)(PyArrayObject *, int, int)) \ + PyArray_API[138]) +#define PyArray_Max \ + (*(PyObject * (*)(PyArrayObject *, int, PyArrayObject *)) \ + PyArray_API[139]) +#define PyArray_Min \ + (*(PyObject * (*)(PyArrayObject *, int, PyArrayObject *)) \ + PyArray_API[140]) +#define PyArray_Ptp \ + (*(PyObject * (*)(PyArrayObject *, int, PyArrayObject *)) \ + PyArray_API[141]) +#define PyArray_Mean \ + (*(PyObject * (*)(PyArrayObject *, int, int, PyArrayObject *)) \ + PyArray_API[142]) +#define PyArray_Trace \ + (*(PyObject * (*)(PyArrayObject *, int, int, int, int, PyArrayObject *)) \ + PyArray_API[143]) +#define PyArray_Diagonal \ + (*(PyObject * (*)(PyArrayObject *, int, int, int)) \ + PyArray_API[144]) +#define PyArray_Clip \ + (*(PyObject * (*)(PyArrayObject *, PyObject *, PyObject *, PyArrayObject *)) \ + PyArray_API[145]) +#define PyArray_Conjugate \ + (*(PyObject * (*)(PyArrayObject *, PyArrayObject *)) \ + PyArray_API[146]) +#define PyArray_Nonzero \ + (*(PyObject * (*)(PyArrayObject *)) \ + PyArray_API[147]) +#define PyArray_Std \ + (*(PyObject * (*)(PyArrayObject *, int, int, PyArrayObject *, int)) \ + PyArray_API[148]) +#define PyArray_Sum \ + (*(PyObject * (*)(PyArrayObject *, int, int, PyArrayObject *)) \ + PyArray_API[149]) +#define PyArray_CumSum \ + (*(PyObject * (*)(PyArrayObject *, int, int, PyArrayObject *)) \ + PyArray_API[150]) +#define PyArray_Prod \ + (*(PyObject * (*)(PyArrayObject *, int, int, PyArrayObject *)) \ + PyArray_API[151]) +#define PyArray_CumProd \ + (*(PyObject * (*)(PyArrayObject *, int, int, PyArrayObject *)) \ + PyArray_API[152]) +#define PyArray_All \ + (*(PyObject * (*)(PyArrayObject *, int, PyArrayObject *)) \ + PyArray_API[153]) +#define PyArray_Any \ + (*(PyObject * (*)(PyArrayObject *, int, PyArrayObject *)) \ + PyArray_API[154]) +#define PyArray_Compress \ + (*(PyObject * (*)(PyArrayObject *, PyObject *, int, PyArrayObject *)) \ + PyArray_API[155]) +#define PyArray_Flatten \ + (*(PyObject * (*)(PyArrayObject *, NPY_ORDER)) \ + PyArray_API[156]) +#define PyArray_Ravel \ + (*(PyObject * (*)(PyArrayObject *, NPY_ORDER)) \ + PyArray_API[157]) +#define PyArray_MultiplyList \ + (*(npy_intp (*)(npy_intp const *, int)) \ + PyArray_API[158]) +#define PyArray_MultiplyIntList \ + (*(int (*)(int const *, int)) \ + PyArray_API[159]) +#define PyArray_GetPtr \ + (*(void * (*)(PyArrayObject *, npy_intp const*)) \ + PyArray_API[160]) +#define PyArray_CompareLists \ + (*(int (*)(npy_intp const *, npy_intp const *, int)) \ + PyArray_API[161]) +#define PyArray_AsCArray \ + (*(int (*)(PyObject **, void *, npy_intp *, int, PyArray_Descr*)) \ + PyArray_API[162]) +#define PyArray_As1D \ + (*(int (*)(PyObject **NPY_UNUSED(op), char **NPY_UNUSED(ptr), int *NPY_UNUSED(d1), int NPY_UNUSED(typecode))) \ + PyArray_API[163]) +#define PyArray_As2D \ + (*(int (*)(PyObject **NPY_UNUSED(op), char ***NPY_UNUSED(ptr), int *NPY_UNUSED(d1), int *NPY_UNUSED(d2), int NPY_UNUSED(typecode))) \ + PyArray_API[164]) +#define PyArray_Free \ + (*(int (*)(PyObject *, void *)) \ + PyArray_API[165]) +#define PyArray_Converter \ + (*(int (*)(PyObject *, PyObject **)) \ + PyArray_API[166]) +#define PyArray_IntpFromSequence \ + (*(int (*)(PyObject *, npy_intp *, int)) \ + PyArray_API[167]) +#define PyArray_Concatenate \ + (*(PyObject * (*)(PyObject *, int)) \ + PyArray_API[168]) +#define PyArray_InnerProduct \ + (*(PyObject * (*)(PyObject *, PyObject *)) \ + PyArray_API[169]) +#define PyArray_MatrixProduct \ + (*(PyObject * (*)(PyObject *, PyObject *)) \ + PyArray_API[170]) +#define PyArray_CopyAndTranspose \ + (*(PyObject * (*)(PyObject *)) \ + PyArray_API[171]) +#define PyArray_Correlate \ + (*(PyObject * (*)(PyObject *, PyObject *, int)) \ + PyArray_API[172]) +#define PyArray_TypestrConvert \ + (*(int (*)(int, int)) \ + PyArray_API[173]) +#define PyArray_DescrConverter \ + (*(int (*)(PyObject *, PyArray_Descr **)) \ + PyArray_API[174]) +#define PyArray_DescrConverter2 \ + (*(int (*)(PyObject *, PyArray_Descr **)) \ + PyArray_API[175]) +#define PyArray_IntpConverter \ + (*(int (*)(PyObject *, PyArray_Dims *)) \ + PyArray_API[176]) +#define PyArray_BufferConverter \ + (*(int (*)(PyObject *, PyArray_Chunk *)) \ + PyArray_API[177]) +#define PyArray_AxisConverter \ + (*(int (*)(PyObject *, int *)) \ + PyArray_API[178]) +#define PyArray_BoolConverter \ + (*(int (*)(PyObject *, npy_bool *)) \ + PyArray_API[179]) +#define PyArray_ByteorderConverter \ + (*(int (*)(PyObject *, char *)) \ + PyArray_API[180]) +#define PyArray_OrderConverter \ + (*(int (*)(PyObject *, NPY_ORDER *)) \ + PyArray_API[181]) +#define PyArray_EquivTypes \ + (*(unsigned char (*)(PyArray_Descr *, PyArray_Descr *)) \ + PyArray_API[182]) +#define PyArray_Zeros \ + (*(PyObject * (*)(int, npy_intp const *, PyArray_Descr *, int)) \ + PyArray_API[183]) +#define PyArray_Empty \ + (*(PyObject * (*)(int, npy_intp const *, PyArray_Descr *, int)) \ + PyArray_API[184]) +#define PyArray_Where \ + (*(PyObject * (*)(PyObject *, PyObject *, PyObject *)) \ + PyArray_API[185]) +#define PyArray_Arange \ + (*(PyObject * (*)(double, double, double, int)) \ + PyArray_API[186]) +#define PyArray_ArangeObj \ + (*(PyObject * (*)(PyObject *, PyObject *, PyObject *, PyArray_Descr *)) \ + PyArray_API[187]) +#define PyArray_SortkindConverter \ + (*(int (*)(PyObject *, NPY_SORTKIND *)) \ + PyArray_API[188]) +#define PyArray_LexSort \ + (*(PyObject * (*)(PyObject *, int)) \ + PyArray_API[189]) +#define PyArray_Round \ + (*(PyObject * (*)(PyArrayObject *, int, PyArrayObject *)) \ + PyArray_API[190]) +#define PyArray_EquivTypenums \ + (*(unsigned char (*)(int, int)) \ + PyArray_API[191]) +#define PyArray_RegisterDataType \ + (*(int (*)(PyArray_Descr *)) \ + PyArray_API[192]) +#define PyArray_RegisterCastFunc \ + (*(int (*)(PyArray_Descr *, int, PyArray_VectorUnaryFunc *)) \ + PyArray_API[193]) +#define PyArray_RegisterCanCast \ + (*(int (*)(PyArray_Descr *, int, NPY_SCALARKIND)) \ + PyArray_API[194]) +#define PyArray_InitArrFuncs \ + (*(void (*)(PyArray_ArrFuncs *)) \ + PyArray_API[195]) +#define PyArray_IntTupleFromIntp \ + (*(PyObject * (*)(int, npy_intp const *)) \ + PyArray_API[196]) +#define PyArray_TypeNumFromName \ + (*(int (*)(char const *)) \ + PyArray_API[197]) +#define PyArray_ClipmodeConverter \ + (*(int (*)(PyObject *, NPY_CLIPMODE *)) \ + PyArray_API[198]) +#define PyArray_OutputConverter \ + (*(int (*)(PyObject *, PyArrayObject **)) \ + PyArray_API[199]) +#define PyArray_BroadcastToShape \ + (*(PyObject * (*)(PyObject *, npy_intp *, int)) \ + PyArray_API[200]) +#define _PyArray_SigintHandler \ + (*(void (*)(int)) \ + PyArray_API[201]) +#define _PyArray_GetSigintBuf \ + (*(void* (*)(void)) \ + PyArray_API[202]) +#define PyArray_DescrAlignConverter \ + (*(int (*)(PyObject *, PyArray_Descr **)) \ + PyArray_API[203]) +#define PyArray_DescrAlignConverter2 \ + (*(int (*)(PyObject *, PyArray_Descr **)) \ + PyArray_API[204]) +#define PyArray_SearchsideConverter \ + (*(int (*)(PyObject *, void *)) \ + PyArray_API[205]) +#define PyArray_CheckAxis \ + (*(PyObject * (*)(PyArrayObject *, int *, int)) \ + PyArray_API[206]) +#define PyArray_OverflowMultiplyList \ + (*(npy_intp (*)(npy_intp const *, int)) \ + PyArray_API[207]) +#define PyArray_CompareString \ + (*(int (*)(const char *, const char *, size_t)) \ + PyArray_API[208]) +#define PyArray_MultiIterFromObjects \ + (*(PyObject* (*)(PyObject **, int, int, ...)) \ + PyArray_API[209]) +#define PyArray_GetEndianness \ + (*(int (*)(void)) \ + PyArray_API[210]) +#define PyArray_GetNDArrayCFeatureVersion \ + (*(unsigned int (*)(void)) \ + PyArray_API[211]) +#define PyArray_Correlate2 \ + (*(PyObject * (*)(PyObject *, PyObject *, int)) \ + PyArray_API[212]) +#define PyArray_NeighborhoodIterNew \ + (*(PyObject* (*)(PyArrayIterObject *, const npy_intp *, int, PyArrayObject*)) \ + PyArray_API[213]) +#define PyTimeIntegerArrType_Type (*(PyTypeObject *)PyArray_API[214]) +#define PyDatetimeArrType_Type (*(PyTypeObject *)PyArray_API[215]) +#define PyTimedeltaArrType_Type (*(PyTypeObject *)PyArray_API[216]) +#define PyHalfArrType_Type (*(PyTypeObject *)PyArray_API[217]) +#define NpyIter_Type (*(PyTypeObject *)PyArray_API[218]) +#define PyArray_SetDatetimeParseFunction \ + (*(void (*)(PyObject *NPY_UNUSED(op))) \ + PyArray_API[219]) +#define PyArray_DatetimeToDatetimeStruct \ + (*(void (*)(npy_datetime NPY_UNUSED(val), NPY_DATETIMEUNIT NPY_UNUSED(fr), npy_datetimestruct *)) \ + PyArray_API[220]) +#define PyArray_TimedeltaToTimedeltaStruct \ + (*(void (*)(npy_timedelta NPY_UNUSED(val), NPY_DATETIMEUNIT NPY_UNUSED(fr), npy_timedeltastruct *)) \ + PyArray_API[221]) +#define PyArray_DatetimeStructToDatetime \ + (*(npy_datetime (*)(NPY_DATETIMEUNIT NPY_UNUSED(fr), npy_datetimestruct *NPY_UNUSED(d))) \ + PyArray_API[222]) +#define PyArray_TimedeltaStructToTimedelta \ + (*(npy_datetime (*)(NPY_DATETIMEUNIT NPY_UNUSED(fr), npy_timedeltastruct *NPY_UNUSED(d))) \ + PyArray_API[223]) +#define NpyIter_New \ + (*(NpyIter * (*)(PyArrayObject *, npy_uint32, NPY_ORDER, NPY_CASTING, PyArray_Descr*)) \ + PyArray_API[224]) +#define NpyIter_MultiNew \ + (*(NpyIter * (*)(int, PyArrayObject **, npy_uint32, NPY_ORDER, NPY_CASTING, npy_uint32 *, PyArray_Descr **)) \ + PyArray_API[225]) +#define NpyIter_AdvancedNew \ + (*(NpyIter * (*)(int, PyArrayObject **, npy_uint32, NPY_ORDER, NPY_CASTING, npy_uint32 *, PyArray_Descr **, int, int **, npy_intp *, npy_intp)) \ + PyArray_API[226]) +#define NpyIter_Copy \ + (*(NpyIter * (*)(NpyIter *)) \ + PyArray_API[227]) +#define NpyIter_Deallocate \ + (*(int (*)(NpyIter *)) \ + PyArray_API[228]) +#define NpyIter_HasDelayedBufAlloc \ + (*(npy_bool (*)(NpyIter *)) \ + PyArray_API[229]) +#define NpyIter_HasExternalLoop \ + (*(npy_bool (*)(NpyIter *)) \ + PyArray_API[230]) +#define NpyIter_EnableExternalLoop \ + (*(int (*)(NpyIter *)) \ + PyArray_API[231]) +#define NpyIter_GetInnerStrideArray \ + (*(npy_intp * (*)(NpyIter *)) \ + PyArray_API[232]) +#define NpyIter_GetInnerLoopSizePtr \ + (*(npy_intp * (*)(NpyIter *)) \ + PyArray_API[233]) +#define NpyIter_Reset \ + (*(int (*)(NpyIter *, char **)) \ + PyArray_API[234]) +#define NpyIter_ResetBasePointers \ + (*(int (*)(NpyIter *, char **, char **)) \ + PyArray_API[235]) +#define NpyIter_ResetToIterIndexRange \ + (*(int (*)(NpyIter *, npy_intp, npy_intp, char **)) \ + PyArray_API[236]) +#define NpyIter_GetNDim \ + (*(int (*)(NpyIter *)) \ + PyArray_API[237]) +#define NpyIter_GetNOp \ + (*(int (*)(NpyIter *)) \ + PyArray_API[238]) +#define NpyIter_GetIterNext \ + (*(NpyIter_IterNextFunc * (*)(NpyIter *, char **)) \ + PyArray_API[239]) +#define NpyIter_GetIterSize \ + (*(npy_intp (*)(NpyIter *)) \ + PyArray_API[240]) +#define NpyIter_GetIterIndexRange \ + (*(void (*)(NpyIter *, npy_intp *, npy_intp *)) \ + PyArray_API[241]) +#define NpyIter_GetIterIndex \ + (*(npy_intp (*)(NpyIter *)) \ + PyArray_API[242]) +#define NpyIter_GotoIterIndex \ + (*(int (*)(NpyIter *, npy_intp)) \ + PyArray_API[243]) +#define NpyIter_HasMultiIndex \ + (*(npy_bool (*)(NpyIter *)) \ + PyArray_API[244]) +#define NpyIter_GetShape \ + (*(int (*)(NpyIter *, npy_intp *)) \ + PyArray_API[245]) +#define NpyIter_GetGetMultiIndex \ + (*(NpyIter_GetMultiIndexFunc * (*)(NpyIter *, char **)) \ + PyArray_API[246]) +#define NpyIter_GotoMultiIndex \ + (*(int (*)(NpyIter *, npy_intp const *)) \ + PyArray_API[247]) +#define NpyIter_RemoveMultiIndex \ + (*(int (*)(NpyIter *)) \ + PyArray_API[248]) +#define NpyIter_HasIndex \ + (*(npy_bool (*)(NpyIter *)) \ + PyArray_API[249]) +#define NpyIter_IsBuffered \ + (*(npy_bool (*)(NpyIter *)) \ + PyArray_API[250]) +#define NpyIter_IsGrowInner \ + (*(npy_bool (*)(NpyIter *)) \ + PyArray_API[251]) +#define NpyIter_GetBufferSize \ + (*(npy_intp (*)(NpyIter *)) \ + PyArray_API[252]) +#define NpyIter_GetIndexPtr \ + (*(npy_intp * (*)(NpyIter *)) \ + PyArray_API[253]) +#define NpyIter_GotoIndex \ + (*(int (*)(NpyIter *, npy_intp)) \ + PyArray_API[254]) +#define NpyIter_GetDataPtrArray \ + (*(char ** (*)(NpyIter *)) \ + PyArray_API[255]) +#define NpyIter_GetDescrArray \ + (*(PyArray_Descr ** (*)(NpyIter *)) \ + PyArray_API[256]) +#define NpyIter_GetOperandArray \ + (*(PyArrayObject ** (*)(NpyIter *)) \ + PyArray_API[257]) +#define NpyIter_GetIterView \ + (*(PyArrayObject * (*)(NpyIter *, npy_intp)) \ + PyArray_API[258]) +#define NpyIter_GetReadFlags \ + (*(void (*)(NpyIter *, char *)) \ + PyArray_API[259]) +#define NpyIter_GetWriteFlags \ + (*(void (*)(NpyIter *, char *)) \ + PyArray_API[260]) +#define NpyIter_DebugPrint \ + (*(void (*)(NpyIter *)) \ + PyArray_API[261]) +#define NpyIter_IterationNeedsAPI \ + (*(npy_bool (*)(NpyIter *)) \ + PyArray_API[262]) +#define NpyIter_GetInnerFixedStrideArray \ + (*(void (*)(NpyIter *, npy_intp *)) \ + PyArray_API[263]) +#define NpyIter_RemoveAxis \ + (*(int (*)(NpyIter *, int)) \ + PyArray_API[264]) +#define NpyIter_GetAxisStrideArray \ + (*(npy_intp * (*)(NpyIter *, int)) \ + PyArray_API[265]) +#define NpyIter_RequiresBuffering \ + (*(npy_bool (*)(NpyIter *)) \ + PyArray_API[266]) +#define NpyIter_GetInitialDataPtrArray \ + (*(char ** (*)(NpyIter *)) \ + PyArray_API[267]) +#define NpyIter_CreateCompatibleStrides \ + (*(int (*)(NpyIter *, npy_intp, npy_intp *)) \ + PyArray_API[268]) +#define PyArray_CastingConverter \ + (*(int (*)(PyObject *, NPY_CASTING *)) \ + PyArray_API[269]) +#define PyArray_CountNonzero \ + (*(npy_intp (*)(PyArrayObject *)) \ + PyArray_API[270]) +#define PyArray_PromoteTypes \ + (*(PyArray_Descr * (*)(PyArray_Descr *, PyArray_Descr *)) \ + PyArray_API[271]) +#define PyArray_MinScalarType \ + (*(PyArray_Descr * (*)(PyArrayObject *)) \ + PyArray_API[272]) +#define PyArray_ResultType \ + (*(PyArray_Descr * (*)(npy_intp, PyArrayObject *arrs[], npy_intp, PyArray_Descr *descrs[])) \ + PyArray_API[273]) +#define PyArray_CanCastArrayTo \ + (*(npy_bool (*)(PyArrayObject *, PyArray_Descr *, NPY_CASTING)) \ + PyArray_API[274]) +#define PyArray_CanCastTypeTo \ + (*(npy_bool (*)(PyArray_Descr *, PyArray_Descr *, NPY_CASTING)) \ + PyArray_API[275]) +#define PyArray_EinsteinSum \ + (*(PyArrayObject * (*)(char *, npy_intp, PyArrayObject **, PyArray_Descr *, NPY_ORDER, NPY_CASTING, PyArrayObject *)) \ + PyArray_API[276]) +#define PyArray_NewLikeArray \ + (*(PyObject * (*)(PyArrayObject *, NPY_ORDER, PyArray_Descr *, int)) \ + PyArray_API[277]) +#define PyArray_GetArrayParamsFromObject \ + (*(int (*)(PyObject *NPY_UNUSED(op), PyArray_Descr *NPY_UNUSED(requested_dtype), npy_bool NPY_UNUSED(writeable), PyArray_Descr **NPY_UNUSED(out_dtype), int *NPY_UNUSED(out_ndim), npy_intp *NPY_UNUSED(out_dims), PyArrayObject **NPY_UNUSED(out_arr), PyObject *NPY_UNUSED(context))) \ + PyArray_API[278]) +#define PyArray_ConvertClipmodeSequence \ + (*(int (*)(PyObject *, NPY_CLIPMODE *, int)) \ + PyArray_API[279]) +#define PyArray_MatrixProduct2 \ + (*(PyObject * (*)(PyObject *, PyObject *, PyArrayObject*)) \ + PyArray_API[280]) +#define NpyIter_IsFirstVisit \ + (*(npy_bool (*)(NpyIter *, int)) \ + PyArray_API[281]) +#define PyArray_SetBaseObject \ + (*(int (*)(PyArrayObject *, PyObject *)) \ + PyArray_API[282]) +#define PyArray_CreateSortedStridePerm \ + (*(void (*)(int, npy_intp const *, npy_stride_sort_item *)) \ + PyArray_API[283]) +#define PyArray_RemoveAxesInPlace \ + (*(void (*)(PyArrayObject *, const npy_bool *)) \ + PyArray_API[284]) +#define PyArray_DebugPrint \ + (*(void (*)(PyArrayObject *)) \ + PyArray_API[285]) +#define PyArray_FailUnlessWriteable \ + (*(int (*)(PyArrayObject *, const char *)) \ + PyArray_API[286]) +#define PyArray_SetUpdateIfCopyBase \ + (*(int (*)(PyArrayObject *, PyArrayObject *)) \ + PyArray_API[287]) +#define PyDataMem_NEW \ + (*(void * (*)(size_t)) \ + PyArray_API[288]) +#define PyDataMem_FREE \ + (*(void (*)(void *)) \ + PyArray_API[289]) +#define PyDataMem_RENEW \ + (*(void * (*)(void *, size_t)) \ + PyArray_API[290]) +#define PyDataMem_SetEventHook \ + (*(PyDataMem_EventHookFunc * (*)(PyDataMem_EventHookFunc *, void *, void **)) \ + PyArray_API[291]) +#define NPY_DEFAULT_ASSIGN_CASTING (*(NPY_CASTING *)PyArray_API[292]) +#define PyArray_MapIterSwapAxes \ + (*(void (*)(PyArrayMapIterObject *, PyArrayObject **, int)) \ + PyArray_API[293]) +#define PyArray_MapIterArray \ + (*(PyObject * (*)(PyArrayObject *, PyObject *)) \ + PyArray_API[294]) +#define PyArray_MapIterNext \ + (*(void (*)(PyArrayMapIterObject *)) \ + PyArray_API[295]) +#define PyArray_Partition \ + (*(int (*)(PyArrayObject *, PyArrayObject *, int, NPY_SELECTKIND)) \ + PyArray_API[296]) +#define PyArray_ArgPartition \ + (*(PyObject * (*)(PyArrayObject *, PyArrayObject *, int, NPY_SELECTKIND)) \ + PyArray_API[297]) +#define PyArray_SelectkindConverter \ + (*(int (*)(PyObject *, NPY_SELECTKIND *)) \ + PyArray_API[298]) +#define PyDataMem_NEW_ZEROED \ + (*(void * (*)(size_t, size_t)) \ + PyArray_API[299]) +#define PyArray_CheckAnyScalarExact \ + (*(int (*)(PyObject *)) \ + PyArray_API[300]) +#define PyArray_MapIterArrayCopyIfOverlap \ + (*(PyObject * (*)(PyArrayObject *, PyObject *, int, PyArrayObject *)) \ + PyArray_API[301]) +#define PyArray_ResolveWritebackIfCopy \ + (*(int (*)(PyArrayObject *)) \ + PyArray_API[302]) +#define PyArray_SetWritebackIfCopyBase \ + (*(int (*)(PyArrayObject *, PyArrayObject *)) \ + PyArray_API[303]) + +#if !defined(NO_IMPORT_ARRAY) && !defined(NO_IMPORT) +static int +_import_array(void) +{ + int st; + PyObject *numpy = PyImport_ImportModule("numpy.core._multiarray_umath"); + PyObject *c_api = NULL; + + if (numpy == NULL) { + return -1; + } + c_api = PyObject_GetAttrString(numpy, "_ARRAY_API"); + Py_DECREF(numpy); + if (c_api == NULL) { + PyErr_SetString(PyExc_AttributeError, "_ARRAY_API not found"); + return -1; + } + + if (!PyCapsule_CheckExact(c_api)) { + PyErr_SetString(PyExc_RuntimeError, "_ARRAY_API is not PyCapsule object"); + Py_DECREF(c_api); + return -1; + } + PyArray_API = (void **)PyCapsule_GetPointer(c_api, NULL); + Py_DECREF(c_api); + if (PyArray_API == NULL) { + PyErr_SetString(PyExc_RuntimeError, "_ARRAY_API is NULL pointer"); + return -1; + } + + /* Perform runtime check of C API version */ + if (NPY_VERSION != PyArray_GetNDArrayCVersion()) { + PyErr_Format(PyExc_RuntimeError, "module compiled against "\ + "ABI version 0x%x but this version of numpy is 0x%x", \ + (int) NPY_VERSION, (int) PyArray_GetNDArrayCVersion()); + return -1; + } + if (NPY_FEATURE_VERSION > PyArray_GetNDArrayCFeatureVersion()) { + PyErr_Format(PyExc_RuntimeError, "module compiled against "\ + "API version 0x%x but this version of numpy is 0x%x", \ + (int) NPY_FEATURE_VERSION, (int) PyArray_GetNDArrayCFeatureVersion()); + return -1; + } + + /* + * Perform runtime check of endianness and check it matches the one set by + * the headers (npy_endian.h) as a safeguard + */ + st = PyArray_GetEndianness(); + if (st == NPY_CPU_UNKNOWN_ENDIAN) { + PyErr_Format(PyExc_RuntimeError, "FATAL: module compiled as unknown endian"); + return -1; + } +#if NPY_BYTE_ORDER == NPY_BIG_ENDIAN + if (st != NPY_CPU_BIG) { + PyErr_Format(PyExc_RuntimeError, "FATAL: module compiled as "\ + "big endian, but detected different endianness at runtime"); + return -1; + } +#elif NPY_BYTE_ORDER == NPY_LITTLE_ENDIAN + if (st != NPY_CPU_LITTLE) { + PyErr_Format(PyExc_RuntimeError, "FATAL: module compiled as "\ + "little endian, but detected different endianness at runtime"); + return -1; + } +#endif + + return 0; +} + +#define import_array() {if (_import_array() < 0) {PyErr_Print(); PyErr_SetString(PyExc_ImportError, "numpy.core.multiarray failed to import"); return NULL; } } + +#define import_array1(ret) {if (_import_array() < 0) {PyErr_Print(); PyErr_SetString(PyExc_ImportError, "numpy.core.multiarray failed to import"); return ret; } } + +#define import_array2(msg, ret) {if (_import_array() < 0) {PyErr_Print(); PyErr_SetString(PyExc_ImportError, msg); return ret; } } + +#endif + +#endif diff --git a/EXE version/main/numpy/core/include/numpy/__ufunc_api.h b/EXE version/main/numpy/core/include/numpy/__ufunc_api.h new file mode 100644 index 00000000..5b5a9f4d --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/__ufunc_api.h @@ -0,0 +1,311 @@ + +#ifdef _UMATHMODULE + +extern NPY_NO_EXPORT PyTypeObject PyUFunc_Type; + +extern NPY_NO_EXPORT PyTypeObject PyUFunc_Type; + +NPY_NO_EXPORT PyObject * PyUFunc_FromFuncAndData \ + (PyUFuncGenericFunction *, void **, char *, int, int, int, int, const char *, const char *, int); +NPY_NO_EXPORT int PyUFunc_RegisterLoopForType \ + (PyUFuncObject *, int, PyUFuncGenericFunction, const int *, void *); +NPY_NO_EXPORT int PyUFunc_GenericFunction \ + (PyUFuncObject *NPY_UNUSED(ufunc), PyObject *NPY_UNUSED(args), PyObject *NPY_UNUSED(kwds), PyArrayObject **NPY_UNUSED(op)); +NPY_NO_EXPORT void PyUFunc_f_f_As_d_d \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_d_d \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_f_f \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_g_g \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_F_F_As_D_D \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_F_F \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_D_D \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_G_G \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_O_O \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_ff_f_As_dd_d \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_ff_f \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_dd_d \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_gg_g \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_FF_F_As_DD_D \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_DD_D \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_FF_F \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_GG_G \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_OO_O \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_O_O_method \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_OO_O_method \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_On_Om \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT int PyUFunc_GetPyValues \ + (char *, int *, int *, PyObject **); +NPY_NO_EXPORT int PyUFunc_checkfperr \ + (int, PyObject *, int *); +NPY_NO_EXPORT void PyUFunc_clearfperr \ + (void); +NPY_NO_EXPORT int PyUFunc_getfperr \ + (void); +NPY_NO_EXPORT int PyUFunc_handlefperr \ + (int, PyObject *, int, int *); +NPY_NO_EXPORT int PyUFunc_ReplaceLoopBySignature \ + (PyUFuncObject *, PyUFuncGenericFunction, const int *, PyUFuncGenericFunction *); +NPY_NO_EXPORT PyObject * PyUFunc_FromFuncAndDataAndSignature \ + (PyUFuncGenericFunction *, void **, char *, int, int, int, int, const char *, const char *, int, const char *); +NPY_NO_EXPORT int PyUFunc_SetUsesArraysAsData \ + (void **NPY_UNUSED(data), size_t NPY_UNUSED(i)); +NPY_NO_EXPORT void PyUFunc_e_e \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_e_e_As_f_f \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_e_e_As_d_d \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_ee_e \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_ee_e_As_ff_f \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT void PyUFunc_ee_e_As_dd_d \ + (char **, npy_intp const *, npy_intp const *, void *); +NPY_NO_EXPORT int PyUFunc_DefaultTypeResolver \ + (PyUFuncObject *, NPY_CASTING, PyArrayObject **, PyObject *, PyArray_Descr **); +NPY_NO_EXPORT int PyUFunc_ValidateCasting \ + (PyUFuncObject *, NPY_CASTING, PyArrayObject **, PyArray_Descr **); +NPY_NO_EXPORT int PyUFunc_RegisterLoopForDescr \ + (PyUFuncObject *, PyArray_Descr *, PyUFuncGenericFunction, PyArray_Descr **, void *); +NPY_NO_EXPORT PyObject * PyUFunc_FromFuncAndDataAndSignatureAndIdentity \ + (PyUFuncGenericFunction *, void **, char *, int, int, int, int, const char *, const char *, const int, const char *, PyObject *); + +#else + +#if defined(PY_UFUNC_UNIQUE_SYMBOL) +#define PyUFunc_API PY_UFUNC_UNIQUE_SYMBOL +#endif + +#if defined(NO_IMPORT) || defined(NO_IMPORT_UFUNC) +extern void **PyUFunc_API; +#else +#if defined(PY_UFUNC_UNIQUE_SYMBOL) +void **PyUFunc_API; +#else +static void **PyUFunc_API=NULL; +#endif +#endif + +#define PyUFunc_Type (*(PyTypeObject *)PyUFunc_API[0]) +#define PyUFunc_FromFuncAndData \ + (*(PyObject * (*)(PyUFuncGenericFunction *, void **, char *, int, int, int, int, const char *, const char *, int)) \ + PyUFunc_API[1]) +#define PyUFunc_RegisterLoopForType \ + (*(int (*)(PyUFuncObject *, int, PyUFuncGenericFunction, const int *, void *)) \ + PyUFunc_API[2]) +#define PyUFunc_GenericFunction \ + (*(int (*)(PyUFuncObject *NPY_UNUSED(ufunc), PyObject *NPY_UNUSED(args), PyObject *NPY_UNUSED(kwds), PyArrayObject **NPY_UNUSED(op))) \ + PyUFunc_API[3]) +#define PyUFunc_f_f_As_d_d \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[4]) +#define PyUFunc_d_d \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[5]) +#define PyUFunc_f_f \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[6]) +#define PyUFunc_g_g \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[7]) +#define PyUFunc_F_F_As_D_D \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[8]) +#define PyUFunc_F_F \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[9]) +#define PyUFunc_D_D \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[10]) +#define PyUFunc_G_G \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[11]) +#define PyUFunc_O_O \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[12]) +#define PyUFunc_ff_f_As_dd_d \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[13]) +#define PyUFunc_ff_f \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[14]) +#define PyUFunc_dd_d \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[15]) +#define PyUFunc_gg_g \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[16]) +#define PyUFunc_FF_F_As_DD_D \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[17]) +#define PyUFunc_DD_D \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[18]) +#define PyUFunc_FF_F \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[19]) +#define PyUFunc_GG_G \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[20]) +#define PyUFunc_OO_O \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[21]) +#define PyUFunc_O_O_method \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[22]) +#define PyUFunc_OO_O_method \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[23]) +#define PyUFunc_On_Om \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[24]) +#define PyUFunc_GetPyValues \ + (*(int (*)(char *, int *, int *, PyObject **)) \ + PyUFunc_API[25]) +#define PyUFunc_checkfperr \ + (*(int (*)(int, PyObject *, int *)) \ + PyUFunc_API[26]) +#define PyUFunc_clearfperr \ + (*(void (*)(void)) \ + PyUFunc_API[27]) +#define PyUFunc_getfperr \ + (*(int (*)(void)) \ + PyUFunc_API[28]) +#define PyUFunc_handlefperr \ + (*(int (*)(int, PyObject *, int, int *)) \ + PyUFunc_API[29]) +#define PyUFunc_ReplaceLoopBySignature \ + (*(int (*)(PyUFuncObject *, PyUFuncGenericFunction, const int *, PyUFuncGenericFunction *)) \ + PyUFunc_API[30]) +#define PyUFunc_FromFuncAndDataAndSignature \ + (*(PyObject * (*)(PyUFuncGenericFunction *, void **, char *, int, int, int, int, const char *, const char *, int, const char *)) \ + PyUFunc_API[31]) +#define PyUFunc_SetUsesArraysAsData \ + (*(int (*)(void **NPY_UNUSED(data), size_t NPY_UNUSED(i))) \ + PyUFunc_API[32]) +#define PyUFunc_e_e \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[33]) +#define PyUFunc_e_e_As_f_f \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[34]) +#define PyUFunc_e_e_As_d_d \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[35]) +#define PyUFunc_ee_e \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[36]) +#define PyUFunc_ee_e_As_ff_f \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[37]) +#define PyUFunc_ee_e_As_dd_d \ + (*(void (*)(char **, npy_intp const *, npy_intp const *, void *)) \ + PyUFunc_API[38]) +#define PyUFunc_DefaultTypeResolver \ + (*(int (*)(PyUFuncObject *, NPY_CASTING, PyArrayObject **, PyObject *, PyArray_Descr **)) \ + PyUFunc_API[39]) +#define PyUFunc_ValidateCasting \ + (*(int (*)(PyUFuncObject *, NPY_CASTING, PyArrayObject **, PyArray_Descr **)) \ + PyUFunc_API[40]) +#define PyUFunc_RegisterLoopForDescr \ + (*(int (*)(PyUFuncObject *, PyArray_Descr *, PyUFuncGenericFunction, PyArray_Descr **, void *)) \ + PyUFunc_API[41]) +#define PyUFunc_FromFuncAndDataAndSignatureAndIdentity \ + (*(PyObject * (*)(PyUFuncGenericFunction *, void **, char *, int, int, int, int, const char *, const char *, const int, const char *, PyObject *)) \ + PyUFunc_API[42]) + +static NPY_INLINE int +_import_umath(void) +{ + PyObject *numpy = PyImport_ImportModule("numpy.core._multiarray_umath"); + PyObject *c_api = NULL; + + if (numpy == NULL) { + PyErr_SetString(PyExc_ImportError, + "numpy.core._multiarray_umath failed to import"); + return -1; + } + c_api = PyObject_GetAttrString(numpy, "_UFUNC_API"); + Py_DECREF(numpy); + if (c_api == NULL) { + PyErr_SetString(PyExc_AttributeError, "_UFUNC_API not found"); + return -1; + } + + if (!PyCapsule_CheckExact(c_api)) { + PyErr_SetString(PyExc_RuntimeError, "_UFUNC_API is not PyCapsule object"); + Py_DECREF(c_api); + return -1; + } + PyUFunc_API = (void **)PyCapsule_GetPointer(c_api, NULL); + Py_DECREF(c_api); + if (PyUFunc_API == NULL) { + PyErr_SetString(PyExc_RuntimeError, "_UFUNC_API is NULL pointer"); + return -1; + } + return 0; +} + +#define import_umath() \ + do {\ + UFUNC_NOFPE\ + if (_import_umath() < 0) {\ + PyErr_Print();\ + PyErr_SetString(PyExc_ImportError,\ + "numpy.core.umath failed to import");\ + return NULL;\ + }\ + } while(0) + +#define import_umath1(ret) \ + do {\ + UFUNC_NOFPE\ + if (_import_umath() < 0) {\ + PyErr_Print();\ + PyErr_SetString(PyExc_ImportError,\ + "numpy.core.umath failed to import");\ + return ret;\ + }\ + } while(0) + +#define import_umath2(ret, msg) \ + do {\ + UFUNC_NOFPE\ + if (_import_umath() < 0) {\ + PyErr_Print();\ + PyErr_SetString(PyExc_ImportError, msg);\ + return ret;\ + }\ + } while(0) + +#define import_ufunc() \ + do {\ + UFUNC_NOFPE\ + if (_import_umath() < 0) {\ + PyErr_Print();\ + PyErr_SetString(PyExc_ImportError,\ + "numpy.core.umath failed to import");\ + }\ + } while(0) + +#endif diff --git a/EXE version/main/numpy/core/include/numpy/_neighborhood_iterator_imp.h b/EXE version/main/numpy/core/include/numpy/_neighborhood_iterator_imp.h new file mode 100644 index 00000000..e8860cbc --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/_neighborhood_iterator_imp.h @@ -0,0 +1,90 @@ +#ifndef _NPY_INCLUDE_NEIGHBORHOOD_IMP +#error You should not include this header directly +#endif +/* + * Private API (here for inline) + */ +static NPY_INLINE int +_PyArrayNeighborhoodIter_IncrCoord(PyArrayNeighborhoodIterObject* iter); + +/* + * Update to next item of the iterator + * + * Note: this simply increment the coordinates vector, last dimension + * incremented first , i.e, for dimension 3 + * ... + * -1, -1, -1 + * -1, -1, 0 + * -1, -1, 1 + * .... + * -1, 0, -1 + * -1, 0, 0 + * .... + * 0, -1, -1 + * 0, -1, 0 + * .... + */ +#define _UPDATE_COORD_ITER(c) \ + wb = iter->coordinates[c] < iter->bounds[c][1]; \ + if (wb) { \ + iter->coordinates[c] += 1; \ + return 0; \ + } \ + else { \ + iter->coordinates[c] = iter->bounds[c][0]; \ + } + +static NPY_INLINE int +_PyArrayNeighborhoodIter_IncrCoord(PyArrayNeighborhoodIterObject* iter) +{ + npy_intp i, wb; + + for (i = iter->nd - 1; i >= 0; --i) { + _UPDATE_COORD_ITER(i) + } + + return 0; +} + +/* + * Version optimized for 2d arrays, manual loop unrolling + */ +static NPY_INLINE int +_PyArrayNeighborhoodIter_IncrCoord2D(PyArrayNeighborhoodIterObject* iter) +{ + npy_intp wb; + + _UPDATE_COORD_ITER(1) + _UPDATE_COORD_ITER(0) + + return 0; +} +#undef _UPDATE_COORD_ITER + +/* + * Advance to the next neighbour + */ +static NPY_INLINE int +PyArrayNeighborhoodIter_Next(PyArrayNeighborhoodIterObject* iter) +{ + _PyArrayNeighborhoodIter_IncrCoord (iter); + iter->dataptr = iter->translate((PyArrayIterObject*)iter, iter->coordinates); + + return 0; +} + +/* + * Reset functions + */ +static NPY_INLINE int +PyArrayNeighborhoodIter_Reset(PyArrayNeighborhoodIterObject* iter) +{ + npy_intp i; + + for (i = 0; i < iter->nd; ++i) { + iter->coordinates[i] = iter->bounds[i][0]; + } + iter->dataptr = iter->translate((PyArrayIterObject*)iter, iter->coordinates); + + return 0; +} diff --git a/EXE version/main/numpy/core/include/numpy/_numpyconfig.h b/EXE version/main/numpy/core/include/numpy/_numpyconfig.h new file mode 100644 index 00000000..3ddc405c --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/_numpyconfig.h @@ -0,0 +1,29 @@ +#define NPY_SIZEOF_SHORT SIZEOF_SHORT +#define NPY_SIZEOF_INT SIZEOF_INT +#define NPY_SIZEOF_LONG SIZEOF_LONG +#define NPY_SIZEOF_FLOAT 4 +#define NPY_SIZEOF_COMPLEX_FLOAT 8 +#define NPY_SIZEOF_DOUBLE 8 +#define NPY_SIZEOF_COMPLEX_DOUBLE 16 +#define NPY_SIZEOF_LONGDOUBLE 8 +#define NPY_SIZEOF_COMPLEX_LONGDOUBLE 16 +#define NPY_SIZEOF_PY_INTPTR_T 8 +#define NPY_SIZEOF_OFF_T 4 +#define NPY_SIZEOF_PY_LONG_LONG 8 +#define NPY_SIZEOF_LONGLONG 8 +#define NPY_NO_SIGNAL 1 +#define NPY_NO_SMP 0 +#define NPY_HAVE_DECL_ISNAN +#define NPY_HAVE_DECL_ISINF +#define NPY_HAVE_DECL_SIGNBIT +#define NPY_HAVE_DECL_ISFINITE +#define NPY_USE_C99_COMPLEX 1 +#define NPY_RELAXED_STRIDES_CHECKING 1 +#define NPY_USE_C99_FORMATS 1 +#define NPY_VISIBILITY_HIDDEN +#define NPY_ABI_VERSION 0x01000009 +#define NPY_API_VERSION 0x0000000E + +#ifndef __STDC_FORMAT_MACROS +#define __STDC_FORMAT_MACROS 1 +#endif diff --git a/EXE version/main/numpy/core/include/numpy/arrayobject.h b/EXE version/main/numpy/core/include/numpy/arrayobject.h new file mode 100644 index 00000000..4f46d6b1 --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/arrayobject.h @@ -0,0 +1,11 @@ +#ifndef Py_ARRAYOBJECT_H +#define Py_ARRAYOBJECT_H + +#include "ndarrayobject.h" +#include "npy_interrupt.h" + +#ifdef NPY_NO_PREFIX +#include "noprefix.h" +#endif + +#endif diff --git a/EXE version/main/numpy/core/include/numpy/arrayscalars.h b/EXE version/main/numpy/core/include/numpy/arrayscalars.h new file mode 100644 index 00000000..14a31988 --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/arrayscalars.h @@ -0,0 +1,182 @@ +#ifndef _NPY_ARRAYSCALARS_H_ +#define _NPY_ARRAYSCALARS_H_ + +#ifndef _MULTIARRAYMODULE +typedef struct { + PyObject_HEAD + npy_bool obval; +} PyBoolScalarObject; +#endif + + +typedef struct { + PyObject_HEAD + signed char obval; +} PyByteScalarObject; + + +typedef struct { + PyObject_HEAD + short obval; +} PyShortScalarObject; + + +typedef struct { + PyObject_HEAD + int obval; +} PyIntScalarObject; + + +typedef struct { + PyObject_HEAD + long obval; +} PyLongScalarObject; + + +typedef struct { + PyObject_HEAD + npy_longlong obval; +} PyLongLongScalarObject; + + +typedef struct { + PyObject_HEAD + unsigned char obval; +} PyUByteScalarObject; + + +typedef struct { + PyObject_HEAD + unsigned short obval; +} PyUShortScalarObject; + + +typedef struct { + PyObject_HEAD + unsigned int obval; +} PyUIntScalarObject; + + +typedef struct { + PyObject_HEAD + unsigned long obval; +} PyULongScalarObject; + + +typedef struct { + PyObject_HEAD + npy_ulonglong obval; +} PyULongLongScalarObject; + + +typedef struct { + PyObject_HEAD + npy_half obval; +} PyHalfScalarObject; + + +typedef struct { + PyObject_HEAD + float obval; +} PyFloatScalarObject; + + +typedef struct { + PyObject_HEAD + double obval; +} PyDoubleScalarObject; + + +typedef struct { + PyObject_HEAD + npy_longdouble obval; +} PyLongDoubleScalarObject; + + +typedef struct { + PyObject_HEAD + npy_cfloat obval; +} PyCFloatScalarObject; + + +typedef struct { + PyObject_HEAD + npy_cdouble obval; +} PyCDoubleScalarObject; + + +typedef struct { + PyObject_HEAD + npy_clongdouble obval; +} PyCLongDoubleScalarObject; + + +typedef struct { + PyObject_HEAD + PyObject * obval; +} PyObjectScalarObject; + +typedef struct { + PyObject_HEAD + npy_datetime obval; + PyArray_DatetimeMetaData obmeta; +} PyDatetimeScalarObject; + +typedef struct { + PyObject_HEAD + npy_timedelta obval; + PyArray_DatetimeMetaData obmeta; +} PyTimedeltaScalarObject; + + +typedef struct { + PyObject_HEAD + char obval; +} PyScalarObject; + +#define PyStringScalarObject PyBytesObject +typedef struct { + /* note that the PyObject_HEAD macro lives right here */ + PyUnicodeObject base; + Py_UCS4 *obval; + char *buffer_fmt; +} PyUnicodeScalarObject; + + +typedef struct { + PyObject_VAR_HEAD + char *obval; + PyArray_Descr *descr; + int flags; + PyObject *base; + void *_buffer_info; /* private buffer info, tagged to allow warning */ +} PyVoidScalarObject; + +/* Macros + PyScalarObject + PyArrType_Type + are defined in ndarrayobject.h +*/ + +#define PyArrayScalar_False ((PyObject *)(&(_PyArrayScalar_BoolValues[0]))) +#define PyArrayScalar_True ((PyObject *)(&(_PyArrayScalar_BoolValues[1]))) +#define PyArrayScalar_FromLong(i) \ + ((PyObject *)(&(_PyArrayScalar_BoolValues[((i)!=0)]))) +#define PyArrayScalar_RETURN_BOOL_FROM_LONG(i) \ + return Py_INCREF(PyArrayScalar_FromLong(i)), \ + PyArrayScalar_FromLong(i) +#define PyArrayScalar_RETURN_FALSE \ + return Py_INCREF(PyArrayScalar_False), \ + PyArrayScalar_False +#define PyArrayScalar_RETURN_TRUE \ + return Py_INCREF(PyArrayScalar_True), \ + PyArrayScalar_True + +#define PyArrayScalar_New(cls) \ + Py##cls##ArrType_Type.tp_alloc(&Py##cls##ArrType_Type, 0) +#define PyArrayScalar_VAL(obj, cls) \ + ((Py##cls##ScalarObject *)obj)->obval +#define PyArrayScalar_ASSIGN(obj, cls, val) \ + PyArrayScalar_VAL(obj, cls) = val + +#endif diff --git a/EXE version/main/numpy/core/include/numpy/halffloat.h b/EXE version/main/numpy/core/include/numpy/halffloat.h new file mode 100644 index 00000000..ab0d221f --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/halffloat.h @@ -0,0 +1,70 @@ +#ifndef __NPY_HALFFLOAT_H__ +#define __NPY_HALFFLOAT_H__ + +#include +#include + +#ifdef __cplusplus +extern "C" { +#endif + +/* + * Half-precision routines + */ + +/* Conversions */ +float npy_half_to_float(npy_half h); +double npy_half_to_double(npy_half h); +npy_half npy_float_to_half(float f); +npy_half npy_double_to_half(double d); +/* Comparisons */ +int npy_half_eq(npy_half h1, npy_half h2); +int npy_half_ne(npy_half h1, npy_half h2); +int npy_half_le(npy_half h1, npy_half h2); +int npy_half_lt(npy_half h1, npy_half h2); +int npy_half_ge(npy_half h1, npy_half h2); +int npy_half_gt(npy_half h1, npy_half h2); +/* faster *_nonan variants for when you know h1 and h2 are not NaN */ +int npy_half_eq_nonan(npy_half h1, npy_half h2); +int npy_half_lt_nonan(npy_half h1, npy_half h2); +int npy_half_le_nonan(npy_half h1, npy_half h2); +/* Miscellaneous functions */ +int npy_half_iszero(npy_half h); +int npy_half_isnan(npy_half h); +int npy_half_isinf(npy_half h); +int npy_half_isfinite(npy_half h); +int npy_half_signbit(npy_half h); +npy_half npy_half_copysign(npy_half x, npy_half y); +npy_half npy_half_spacing(npy_half h); +npy_half npy_half_nextafter(npy_half x, npy_half y); +npy_half npy_half_divmod(npy_half x, npy_half y, npy_half *modulus); + +/* + * Half-precision constants + */ + +#define NPY_HALF_ZERO (0x0000u) +#define NPY_HALF_PZERO (0x0000u) +#define NPY_HALF_NZERO (0x8000u) +#define NPY_HALF_ONE (0x3c00u) +#define NPY_HALF_NEGONE (0xbc00u) +#define NPY_HALF_PINF (0x7c00u) +#define NPY_HALF_NINF (0xfc00u) +#define NPY_HALF_NAN (0x7e00u) + +#define NPY_MAX_HALF (0x7bffu) + +/* + * Bit-level conversions + */ + +npy_uint16 npy_floatbits_to_halfbits(npy_uint32 f); +npy_uint16 npy_doublebits_to_halfbits(npy_uint64 d); +npy_uint32 npy_halfbits_to_floatbits(npy_uint16 h); +npy_uint64 npy_halfbits_to_doublebits(npy_uint16 h); + +#ifdef __cplusplus +} +#endif + +#endif diff --git a/EXE version/main/numpy/core/include/numpy/libdivide/LICENSE.txt b/EXE version/main/numpy/core/include/numpy/libdivide/LICENSE.txt new file mode 100644 index 00000000..d72a7c38 --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/libdivide/LICENSE.txt @@ -0,0 +1,21 @@ + zlib License + ------------ + + Copyright (C) 2010 - 2019 ridiculous_fish, + Copyright (C) 2016 - 2019 Kim Walisch, + + This software is provided 'as-is', without any express or implied + warranty. In no event will the authors be held liable for any damages + arising from the use of this software. + + Permission is granted to anyone to use this software for any purpose, + including commercial applications, and to alter it and redistribute it + freely, subject to the following restrictions: + + 1. The origin of this software must not be misrepresented; you must not + claim that you wrote the original software. If you use this software + in a product, an acknowledgment in the product documentation would be + appreciated but is not required. + 2. Altered source versions must be plainly marked as such, and must not be + misrepresented as being the original software. + 3. This notice may not be removed or altered from any source distribution. diff --git a/EXE version/main/numpy/core/include/numpy/libdivide/libdivide.h b/EXE version/main/numpy/core/include/numpy/libdivide/libdivide.h new file mode 100644 index 00000000..81057b7b --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/libdivide/libdivide.h @@ -0,0 +1,2079 @@ +// libdivide.h - Optimized integer division +// https://libdivide.com +// +// Copyright (C) 2010 - 2019 ridiculous_fish, +// Copyright (C) 2016 - 2019 Kim Walisch, +// +// libdivide is dual-licensed under the Boost or zlib licenses. +// You may use libdivide under the terms of either of these. +// See LICENSE.txt for more details. + +#ifndef LIBDIVIDE_H +#define LIBDIVIDE_H + +#define LIBDIVIDE_VERSION "3.0" +#define LIBDIVIDE_VERSION_MAJOR 3 +#define LIBDIVIDE_VERSION_MINOR 0 + +#include + +#if defined(__cplusplus) + #include + #include + #include +#else + #include + #include +#endif + +#if defined(LIBDIVIDE_AVX512) + #include +#elif defined(LIBDIVIDE_AVX2) + #include +#elif defined(LIBDIVIDE_SSE2) + #include +#endif + +#if defined(_MSC_VER) + #include + // disable warning C4146: unary minus operator applied + // to unsigned type, result still unsigned + #pragma warning(disable: 4146) + #define LIBDIVIDE_VC +#endif + +#if !defined(__has_builtin) + #define __has_builtin(x) 0 +#endif + +#if defined(__SIZEOF_INT128__) + #define HAS_INT128_T + // clang-cl on Windows does not yet support 128-bit division + #if !(defined(__clang__) && defined(LIBDIVIDE_VC)) + #define HAS_INT128_DIV + #endif +#endif + +#if defined(__x86_64__) || defined(_M_X64) + #define LIBDIVIDE_X86_64 +#endif + +#if defined(__i386__) + #define LIBDIVIDE_i386 +#endif + +#if defined(__GNUC__) || defined(__clang__) + #define LIBDIVIDE_GCC_STYLE_ASM +#endif + +#if defined(__cplusplus) || defined(LIBDIVIDE_VC) + #define LIBDIVIDE_FUNCTION __FUNCTION__ +#else + #define LIBDIVIDE_FUNCTION __func__ +#endif + +#define LIBDIVIDE_ERROR(msg) \ + do { \ + fprintf(stderr, "libdivide.h:%d: %s(): Error: %s\n", \ + __LINE__, LIBDIVIDE_FUNCTION, msg); \ + abort(); \ + } while (0) + +#if defined(LIBDIVIDE_ASSERTIONS_ON) + #define LIBDIVIDE_ASSERT(x) \ + do { \ + if (!(x)) { \ + fprintf(stderr, "libdivide.h:%d: %s(): Assertion failed: %s\n", \ + __LINE__, LIBDIVIDE_FUNCTION, #x); \ + abort(); \ + } \ + } while (0) +#else + #define LIBDIVIDE_ASSERT(x) +#endif + +#ifdef __cplusplus +namespace libdivide { +#endif + +// pack divider structs to prevent compilers from padding. +// This reduces memory usage by up to 43% when using a large +// array of libdivide dividers and improves performance +// by up to 10% because of reduced memory bandwidth. +#pragma pack(push, 1) + +struct libdivide_u32_t { + uint32_t magic; + uint8_t more; +}; + +struct libdivide_s32_t { + int32_t magic; + uint8_t more; +}; + +struct libdivide_u64_t { + uint64_t magic; + uint8_t more; +}; + +struct libdivide_s64_t { + int64_t magic; + uint8_t more; +}; + +struct libdivide_u32_branchfree_t { + uint32_t magic; + uint8_t more; +}; + +struct libdivide_s32_branchfree_t { + int32_t magic; + uint8_t more; +}; + +struct libdivide_u64_branchfree_t { + uint64_t magic; + uint8_t more; +}; + +struct libdivide_s64_branchfree_t { + int64_t magic; + uint8_t more; +}; + +#pragma pack(pop) + +// Explanation of the "more" field: +// +// * Bits 0-5 is the shift value (for shift path or mult path). +// * Bit 6 is the add indicator for mult path. +// * Bit 7 is set if the divisor is negative. We use bit 7 as the negative +// divisor indicator so that we can efficiently use sign extension to +// create a bitmask with all bits set to 1 (if the divisor is negative) +// or 0 (if the divisor is positive). +// +// u32: [0-4] shift value +// [5] ignored +// [6] add indicator +// magic number of 0 indicates shift path +// +// s32: [0-4] shift value +// [5] ignored +// [6] add indicator +// [7] indicates negative divisor +// magic number of 0 indicates shift path +// +// u64: [0-5] shift value +// [6] add indicator +// magic number of 0 indicates shift path +// +// s64: [0-5] shift value +// [6] add indicator +// [7] indicates negative divisor +// magic number of 0 indicates shift path +// +// In s32 and s64 branchfree modes, the magic number is negated according to +// whether the divisor is negated. In branchfree strategy, it is not negated. + +enum { + LIBDIVIDE_32_SHIFT_MASK = 0x1F, + LIBDIVIDE_64_SHIFT_MASK = 0x3F, + LIBDIVIDE_ADD_MARKER = 0x40, + LIBDIVIDE_NEGATIVE_DIVISOR = 0x80 +}; + +static inline struct libdivide_s32_t libdivide_s32_gen(int32_t d); +static inline struct libdivide_u32_t libdivide_u32_gen(uint32_t d); +static inline struct libdivide_s64_t libdivide_s64_gen(int64_t d); +static inline struct libdivide_u64_t libdivide_u64_gen(uint64_t d); + +static inline struct libdivide_s32_branchfree_t libdivide_s32_branchfree_gen(int32_t d); +static inline struct libdivide_u32_branchfree_t libdivide_u32_branchfree_gen(uint32_t d); +static inline struct libdivide_s64_branchfree_t libdivide_s64_branchfree_gen(int64_t d); +static inline struct libdivide_u64_branchfree_t libdivide_u64_branchfree_gen(uint64_t d); + +static inline int32_t libdivide_s32_do(int32_t numer, const struct libdivide_s32_t *denom); +static inline uint32_t libdivide_u32_do(uint32_t numer, const struct libdivide_u32_t *denom); +static inline int64_t libdivide_s64_do(int64_t numer, const struct libdivide_s64_t *denom); +static inline uint64_t libdivide_u64_do(uint64_t numer, const struct libdivide_u64_t *denom); + +static inline int32_t libdivide_s32_branchfree_do(int32_t numer, const struct libdivide_s32_branchfree_t *denom); +static inline uint32_t libdivide_u32_branchfree_do(uint32_t numer, const struct libdivide_u32_branchfree_t *denom); +static inline int64_t libdivide_s64_branchfree_do(int64_t numer, const struct libdivide_s64_branchfree_t *denom); +static inline uint64_t libdivide_u64_branchfree_do(uint64_t numer, const struct libdivide_u64_branchfree_t *denom); + +static inline int32_t libdivide_s32_recover(const struct libdivide_s32_t *denom); +static inline uint32_t libdivide_u32_recover(const struct libdivide_u32_t *denom); +static inline int64_t libdivide_s64_recover(const struct libdivide_s64_t *denom); +static inline uint64_t libdivide_u64_recover(const struct libdivide_u64_t *denom); + +static inline int32_t libdivide_s32_branchfree_recover(const struct libdivide_s32_branchfree_t *denom); +static inline uint32_t libdivide_u32_branchfree_recover(const struct libdivide_u32_branchfree_t *denom); +static inline int64_t libdivide_s64_branchfree_recover(const struct libdivide_s64_branchfree_t *denom); +static inline uint64_t libdivide_u64_branchfree_recover(const struct libdivide_u64_branchfree_t *denom); + +//////// Internal Utility Functions + +static inline uint32_t libdivide_mullhi_u32(uint32_t x, uint32_t y) { + uint64_t xl = x, yl = y; + uint64_t rl = xl * yl; + return (uint32_t)(rl >> 32); +} + +static inline int32_t libdivide_mullhi_s32(int32_t x, int32_t y) { + int64_t xl = x, yl = y; + int64_t rl = xl * yl; + // needs to be arithmetic shift + return (int32_t)(rl >> 32); +} + +static inline uint64_t libdivide_mullhi_u64(uint64_t x, uint64_t y) { +#if defined(LIBDIVIDE_VC) && \ + defined(LIBDIVIDE_X86_64) + return __umulh(x, y); +#elif defined(HAS_INT128_T) + __uint128_t xl = x, yl = y; + __uint128_t rl = xl * yl; + return (uint64_t)(rl >> 64); +#else + // full 128 bits are x0 * y0 + (x0 * y1 << 32) + (x1 * y0 << 32) + (x1 * y1 << 64) + uint32_t mask = 0xFFFFFFFF; + uint32_t x0 = (uint32_t)(x & mask); + uint32_t x1 = (uint32_t)(x >> 32); + uint32_t y0 = (uint32_t)(y & mask); + uint32_t y1 = (uint32_t)(y >> 32); + uint32_t x0y0_hi = libdivide_mullhi_u32(x0, y0); + uint64_t x0y1 = x0 * (uint64_t)y1; + uint64_t x1y0 = x1 * (uint64_t)y0; + uint64_t x1y1 = x1 * (uint64_t)y1; + uint64_t temp = x1y0 + x0y0_hi; + uint64_t temp_lo = temp & mask; + uint64_t temp_hi = temp >> 32; + + return x1y1 + temp_hi + ((temp_lo + x0y1) >> 32); +#endif +} + +static inline int64_t libdivide_mullhi_s64(int64_t x, int64_t y) { +#if defined(LIBDIVIDE_VC) && \ + defined(LIBDIVIDE_X86_64) + return __mulh(x, y); +#elif defined(HAS_INT128_T) + __int128_t xl = x, yl = y; + __int128_t rl = xl * yl; + return (int64_t)(rl >> 64); +#else + // full 128 bits are x0 * y0 + (x0 * y1 << 32) + (x1 * y0 << 32) + (x1 * y1 << 64) + uint32_t mask = 0xFFFFFFFF; + uint32_t x0 = (uint32_t)(x & mask); + uint32_t y0 = (uint32_t)(y & mask); + int32_t x1 = (int32_t)(x >> 32); + int32_t y1 = (int32_t)(y >> 32); + uint32_t x0y0_hi = libdivide_mullhi_u32(x0, y0); + int64_t t = x1 * (int64_t)y0 + x0y0_hi; + int64_t w1 = x0 * (int64_t)y1 + (t & mask); + + return x1 * (int64_t)y1 + (t >> 32) + (w1 >> 32); +#endif +} + +static inline int32_t libdivide_count_leading_zeros32(uint32_t val) { +#if defined(__GNUC__) || \ + __has_builtin(__builtin_clz) + // Fast way to count leading zeros + return __builtin_clz(val); +#elif defined(LIBDIVIDE_VC) + unsigned long result; + if (_BitScanReverse(&result, val)) { + return 31 - result; + } + return 0; +#else + if (val == 0) + return 32; + int32_t result = 8; + uint32_t hi = 0xFFU << 24; + while ((val & hi) == 0) { + hi >>= 8; + result += 8; + } + while (val & hi) { + result -= 1; + hi <<= 1; + } + return result; +#endif +} + +static inline int32_t libdivide_count_leading_zeros64(uint64_t val) { +#if defined(__GNUC__) || \ + __has_builtin(__builtin_clzll) + // Fast way to count leading zeros + return __builtin_clzll(val); +#elif defined(LIBDIVIDE_VC) && defined(_WIN64) + unsigned long result; + if (_BitScanReverse64(&result, val)) { + return 63 - result; + } + return 0; +#else + uint32_t hi = val >> 32; + uint32_t lo = val & 0xFFFFFFFF; + if (hi != 0) return libdivide_count_leading_zeros32(hi); + return 32 + libdivide_count_leading_zeros32(lo); +#endif +} + +// libdivide_64_div_32_to_32: divides a 64-bit uint {u1, u0} by a 32-bit +// uint {v}. The result must fit in 32 bits. +// Returns the quotient directly and the remainder in *r +static inline uint32_t libdivide_64_div_32_to_32(uint32_t u1, uint32_t u0, uint32_t v, uint32_t *r) { +#if (defined(LIBDIVIDE_i386) || defined(LIBDIVIDE_X86_64)) && \ + defined(LIBDIVIDE_GCC_STYLE_ASM) + uint32_t result; + __asm__("divl %[v]" + : "=a"(result), "=d"(*r) + : [v] "r"(v), "a"(u0), "d"(u1) + ); + return result; +#else + uint64_t n = ((uint64_t)u1 << 32) | u0; + uint32_t result = (uint32_t)(n / v); + *r = (uint32_t)(n - result * (uint64_t)v); + return result; +#endif +} + +// libdivide_128_div_64_to_64: divides a 128-bit uint {u1, u0} by a 64-bit +// uint {v}. The result must fit in 64 bits. +// Returns the quotient directly and the remainder in *r +static uint64_t libdivide_128_div_64_to_64(uint64_t u1, uint64_t u0, uint64_t v, uint64_t *r) { +#if defined(LIBDIVIDE_X86_64) && \ + defined(LIBDIVIDE_GCC_STYLE_ASM) + uint64_t result; + __asm__("divq %[v]" + : "=a"(result), "=d"(*r) + : [v] "r"(v), "a"(u0), "d"(u1) + ); + return result; +#elif defined(HAS_INT128_T) && \ + defined(HAS_INT128_DIV) + __uint128_t n = ((__uint128_t)u1 << 64) | u0; + uint64_t result = (uint64_t)(n / v); + *r = (uint64_t)(n - result * (__uint128_t)v); + return result; +#else + // Code taken from Hacker's Delight: + // http://www.hackersdelight.org/HDcode/divlu.c. + // License permits inclusion here per: + // http://www.hackersdelight.org/permissions.htm + + const uint64_t b = (1ULL << 32); // Number base (32 bits) + uint64_t un1, un0; // Norm. dividend LSD's + uint64_t vn1, vn0; // Norm. divisor digits + uint64_t q1, q0; // Quotient digits + uint64_t un64, un21, un10; // Dividend digit pairs + uint64_t rhat; // A remainder + int32_t s; // Shift amount for norm + + // If overflow, set rem. to an impossible value, + // and return the largest possible quotient + if (u1 >= v) { + *r = (uint64_t) -1; + return (uint64_t) -1; + } + + // count leading zeros + s = libdivide_count_leading_zeros64(v); + if (s > 0) { + // Normalize divisor + v = v << s; + un64 = (u1 << s) | (u0 >> (64 - s)); + un10 = u0 << s; // Shift dividend left + } else { + // Avoid undefined behavior of (u0 >> 64). + // The behavior is undefined if the right operand is + // negative, or greater than or equal to the length + // in bits of the promoted left operand. + un64 = u1; + un10 = u0; + } + + // Break divisor up into two 32-bit digits + vn1 = v >> 32; + vn0 = v & 0xFFFFFFFF; + + // Break right half of dividend into two digits + un1 = un10 >> 32; + un0 = un10 & 0xFFFFFFFF; + + // Compute the first quotient digit, q1 + q1 = un64 / vn1; + rhat = un64 - q1 * vn1; + + while (q1 >= b || q1 * vn0 > b * rhat + un1) { + q1 = q1 - 1; + rhat = rhat + vn1; + if (rhat >= b) + break; + } + + // Multiply and subtract + un21 = un64 * b + un1 - q1 * v; + + // Compute the second quotient digit + q0 = un21 / vn1; + rhat = un21 - q0 * vn1; + + while (q0 >= b || q0 * vn0 > b * rhat + un0) { + q0 = q0 - 1; + rhat = rhat + vn1; + if (rhat >= b) + break; + } + + *r = (un21 * b + un0 - q0 * v) >> s; + return q1 * b + q0; +#endif +} + +// Bitshift a u128 in place, left (signed_shift > 0) or right (signed_shift < 0) +static inline void libdivide_u128_shift(uint64_t *u1, uint64_t *u0, int32_t signed_shift) { + if (signed_shift > 0) { + uint32_t shift = signed_shift; + *u1 <<= shift; + *u1 |= *u0 >> (64 - shift); + *u0 <<= shift; + } + else if (signed_shift < 0) { + uint32_t shift = -signed_shift; + *u0 >>= shift; + *u0 |= *u1 << (64 - shift); + *u1 >>= shift; + } +} + +// Computes a 128 / 128 -> 64 bit division, with a 128 bit remainder. +static uint64_t libdivide_128_div_128_to_64(uint64_t u_hi, uint64_t u_lo, uint64_t v_hi, uint64_t v_lo, uint64_t *r_hi, uint64_t *r_lo) { +#if defined(HAS_INT128_T) && \ + defined(HAS_INT128_DIV) + __uint128_t ufull = u_hi; + __uint128_t vfull = v_hi; + ufull = (ufull << 64) | u_lo; + vfull = (vfull << 64) | v_lo; + uint64_t res = (uint64_t)(ufull / vfull); + __uint128_t remainder = ufull - (vfull * res); + *r_lo = (uint64_t)remainder; + *r_hi = (uint64_t)(remainder >> 64); + return res; +#else + // Adapted from "Unsigned Doubleword Division" in Hacker's Delight + // We want to compute u / v + typedef struct { uint64_t hi; uint64_t lo; } u128_t; + u128_t u = {u_hi, u_lo}; + u128_t v = {v_hi, v_lo}; + + if (v.hi == 0) { + // divisor v is a 64 bit value, so we just need one 128/64 division + // Note that we are simpler than Hacker's Delight here, because we know + // the quotient fits in 64 bits whereas Hacker's Delight demands a full + // 128 bit quotient + *r_hi = 0; + return libdivide_128_div_64_to_64(u.hi, u.lo, v.lo, r_lo); + } + // Here v >= 2**64 + // We know that v.hi != 0, so count leading zeros is OK + // We have 0 <= n <= 63 + uint32_t n = libdivide_count_leading_zeros64(v.hi); + + // Normalize the divisor so its MSB is 1 + u128_t v1t = v; + libdivide_u128_shift(&v1t.hi, &v1t.lo, n); + uint64_t v1 = v1t.hi; // i.e. v1 = v1t >> 64 + + // To ensure no overflow + u128_t u1 = u; + libdivide_u128_shift(&u1.hi, &u1.lo, -1); + + // Get quotient from divide unsigned insn. + uint64_t rem_ignored; + uint64_t q1 = libdivide_128_div_64_to_64(u1.hi, u1.lo, v1, &rem_ignored); + + // Undo normalization and division of u by 2. + u128_t q0 = {0, q1}; + libdivide_u128_shift(&q0.hi, &q0.lo, n); + libdivide_u128_shift(&q0.hi, &q0.lo, -63); + + // Make q0 correct or too small by 1 + // Equivalent to `if (q0 != 0) q0 = q0 - 1;` + if (q0.hi != 0 || q0.lo != 0) { + q0.hi -= (q0.lo == 0); // borrow + q0.lo -= 1; + } + + // Now q0 is correct. + // Compute q0 * v as q0v + // = (q0.hi << 64 + q0.lo) * (v.hi << 64 + v.lo) + // = (q0.hi * v.hi << 128) + (q0.hi * v.lo << 64) + + // (q0.lo * v.hi << 64) + q0.lo * v.lo) + // Each term is 128 bit + // High half of full product (upper 128 bits!) are dropped + u128_t q0v = {0, 0}; + q0v.hi = q0.hi*v.lo + q0.lo*v.hi + libdivide_mullhi_u64(q0.lo, v.lo); + q0v.lo = q0.lo*v.lo; + + // Compute u - q0v as u_q0v + // This is the remainder + u128_t u_q0v = u; + u_q0v.hi -= q0v.hi + (u.lo < q0v.lo); // second term is borrow + u_q0v.lo -= q0v.lo; + + // Check if u_q0v >= v + // This checks if our remainder is larger than the divisor + if ((u_q0v.hi > v.hi) || + (u_q0v.hi == v.hi && u_q0v.lo >= v.lo)) { + // Increment q0 + q0.lo += 1; + q0.hi += (q0.lo == 0); // carry + + // Subtract v from remainder + u_q0v.hi -= v.hi + (u_q0v.lo < v.lo); + u_q0v.lo -= v.lo; + } + + *r_hi = u_q0v.hi; + *r_lo = u_q0v.lo; + + LIBDIVIDE_ASSERT(q0.hi == 0); + return q0.lo; +#endif +} + +////////// UINT32 + +static inline struct libdivide_u32_t libdivide_internal_u32_gen(uint32_t d, int branchfree) { + if (d == 0) { + LIBDIVIDE_ERROR("divider must be != 0"); + } + + struct libdivide_u32_t result; + uint32_t floor_log_2_d = 31 - libdivide_count_leading_zeros32(d); + + // Power of 2 + if ((d & (d - 1)) == 0) { + // We need to subtract 1 from the shift value in case of an unsigned + // branchfree divider because there is a hardcoded right shift by 1 + // in its division algorithm. Because of this we also need to add back + // 1 in its recovery algorithm. + result.magic = 0; + result.more = (uint8_t)(floor_log_2_d - (branchfree != 0)); + } else { + uint8_t more; + uint32_t rem, proposed_m; + proposed_m = libdivide_64_div_32_to_32(1U << floor_log_2_d, 0, d, &rem); + + LIBDIVIDE_ASSERT(rem > 0 && rem < d); + const uint32_t e = d - rem; + + // This power works if e < 2**floor_log_2_d. + if (!branchfree && (e < (1U << floor_log_2_d))) { + // This power works + more = floor_log_2_d; + } else { + // We have to use the general 33-bit algorithm. We need to compute + // (2**power) / d. However, we already have (2**(power-1))/d and + // its remainder. By doubling both, and then correcting the + // remainder, we can compute the larger division. + // don't care about overflow here - in fact, we expect it + proposed_m += proposed_m; + const uint32_t twice_rem = rem + rem; + if (twice_rem >= d || twice_rem < rem) proposed_m += 1; + more = floor_log_2_d | LIBDIVIDE_ADD_MARKER; + } + result.magic = 1 + proposed_m; + result.more = more; + // result.more's shift should in general be ceil_log_2_d. But if we + // used the smaller power, we subtract one from the shift because we're + // using the smaller power. If we're using the larger power, we + // subtract one from the shift because it's taken care of by the add + // indicator. So floor_log_2_d happens to be correct in both cases. + } + return result; +} + +struct libdivide_u32_t libdivide_u32_gen(uint32_t d) { + return libdivide_internal_u32_gen(d, 0); +} + +struct libdivide_u32_branchfree_t libdivide_u32_branchfree_gen(uint32_t d) { + if (d == 1) { + LIBDIVIDE_ERROR("branchfree divider must be != 1"); + } + struct libdivide_u32_t tmp = libdivide_internal_u32_gen(d, 1); + struct libdivide_u32_branchfree_t ret = {tmp.magic, (uint8_t)(tmp.more & LIBDIVIDE_32_SHIFT_MASK)}; + return ret; +} + +uint32_t libdivide_u32_do(uint32_t numer, const struct libdivide_u32_t *denom) { + uint8_t more = denom->more; + if (!denom->magic) { + return numer >> more; + } + else { + uint32_t q = libdivide_mullhi_u32(denom->magic, numer); + if (more & LIBDIVIDE_ADD_MARKER) { + uint32_t t = ((numer - q) >> 1) + q; + return t >> (more & LIBDIVIDE_32_SHIFT_MASK); + } + else { + // All upper bits are 0, + // don't need to mask them off. + return q >> more; + } + } +} + +uint32_t libdivide_u32_branchfree_do(uint32_t numer, const struct libdivide_u32_branchfree_t *denom) { + uint32_t q = libdivide_mullhi_u32(denom->magic, numer); + uint32_t t = ((numer - q) >> 1) + q; + return t >> denom->more; +} + +uint32_t libdivide_u32_recover(const struct libdivide_u32_t *denom) { + uint8_t more = denom->more; + uint8_t shift = more & LIBDIVIDE_32_SHIFT_MASK; + + if (!denom->magic) { + return 1U << shift; + } else if (!(more & LIBDIVIDE_ADD_MARKER)) { + // We compute q = n/d = n*m / 2^(32 + shift) + // Therefore we have d = 2^(32 + shift) / m + // We need to ceil it. + // We know d is not a power of 2, so m is not a power of 2, + // so we can just add 1 to the floor + uint32_t hi_dividend = 1U << shift; + uint32_t rem_ignored; + return 1 + libdivide_64_div_32_to_32(hi_dividend, 0, denom->magic, &rem_ignored); + } else { + // Here we wish to compute d = 2^(32+shift+1)/(m+2^32). + // Notice (m + 2^32) is a 33 bit number. Use 64 bit division for now + // Also note that shift may be as high as 31, so shift + 1 will + // overflow. So we have to compute it as 2^(32+shift)/(m+2^32), and + // then double the quotient and remainder. + uint64_t half_n = 1ULL << (32 + shift); + uint64_t d = (1ULL << 32) | denom->magic; + // Note that the quotient is guaranteed <= 32 bits, but the remainder + // may need 33! + uint32_t half_q = (uint32_t)(half_n / d); + uint64_t rem = half_n % d; + // We computed 2^(32+shift)/(m+2^32) + // Need to double it, and then add 1 to the quotient if doubling th + // remainder would increase the quotient. + // Note that rem<<1 cannot overflow, since rem < d and d is 33 bits + uint32_t full_q = half_q + half_q + ((rem<<1) >= d); + + // We rounded down in gen (hence +1) + return full_q + 1; + } +} + +uint32_t libdivide_u32_branchfree_recover(const struct libdivide_u32_branchfree_t *denom) { + uint8_t more = denom->more; + uint8_t shift = more & LIBDIVIDE_32_SHIFT_MASK; + + if (!denom->magic) { + return 1U << (shift + 1); + } else { + // Here we wish to compute d = 2^(32+shift+1)/(m+2^32). + // Notice (m + 2^32) is a 33 bit number. Use 64 bit division for now + // Also note that shift may be as high as 31, so shift + 1 will + // overflow. So we have to compute it as 2^(32+shift)/(m+2^32), and + // then double the quotient and remainder. + uint64_t half_n = 1ULL << (32 + shift); + uint64_t d = (1ULL << 32) | denom->magic; + // Note that the quotient is guaranteed <= 32 bits, but the remainder + // may need 33! + uint32_t half_q = (uint32_t)(half_n / d); + uint64_t rem = half_n % d; + // We computed 2^(32+shift)/(m+2^32) + // Need to double it, and then add 1 to the quotient if doubling th + // remainder would increase the quotient. + // Note that rem<<1 cannot overflow, since rem < d and d is 33 bits + uint32_t full_q = half_q + half_q + ((rem<<1) >= d); + + // We rounded down in gen (hence +1) + return full_q + 1; + } +} + +/////////// UINT64 + +static inline struct libdivide_u64_t libdivide_internal_u64_gen(uint64_t d, int branchfree) { + if (d == 0) { + LIBDIVIDE_ERROR("divider must be != 0"); + } + + struct libdivide_u64_t result; + uint32_t floor_log_2_d = 63 - libdivide_count_leading_zeros64(d); + + // Power of 2 + if ((d & (d - 1)) == 0) { + // We need to subtract 1 from the shift value in case of an unsigned + // branchfree divider because there is a hardcoded right shift by 1 + // in its division algorithm. Because of this we also need to add back + // 1 in its recovery algorithm. + result.magic = 0; + result.more = (uint8_t)(floor_log_2_d - (branchfree != 0)); + } else { + uint64_t proposed_m, rem; + uint8_t more; + // (1 << (64 + floor_log_2_d)) / d + proposed_m = libdivide_128_div_64_to_64(1ULL << floor_log_2_d, 0, d, &rem); + + LIBDIVIDE_ASSERT(rem > 0 && rem < d); + const uint64_t e = d - rem; + + // This power works if e < 2**floor_log_2_d. + if (!branchfree && e < (1ULL << floor_log_2_d)) { + // This power works + more = floor_log_2_d; + } else { + // We have to use the general 65-bit algorithm. We need to compute + // (2**power) / d. However, we already have (2**(power-1))/d and + // its remainder. By doubling both, and then correcting the + // remainder, we can compute the larger division. + // don't care about overflow here - in fact, we expect it + proposed_m += proposed_m; + const uint64_t twice_rem = rem + rem; + if (twice_rem >= d || twice_rem < rem) proposed_m += 1; + more = floor_log_2_d | LIBDIVIDE_ADD_MARKER; + } + result.magic = 1 + proposed_m; + result.more = more; + // result.more's shift should in general be ceil_log_2_d. But if we + // used the smaller power, we subtract one from the shift because we're + // using the smaller power. If we're using the larger power, we + // subtract one from the shift because it's taken care of by the add + // indicator. So floor_log_2_d happens to be correct in both cases, + // which is why we do it outside of the if statement. + } + return result; +} + +struct libdivide_u64_t libdivide_u64_gen(uint64_t d) { + return libdivide_internal_u64_gen(d, 0); +} + +struct libdivide_u64_branchfree_t libdivide_u64_branchfree_gen(uint64_t d) { + if (d == 1) { + LIBDIVIDE_ERROR("branchfree divider must be != 1"); + } + struct libdivide_u64_t tmp = libdivide_internal_u64_gen(d, 1); + struct libdivide_u64_branchfree_t ret = {tmp.magic, (uint8_t)(tmp.more & LIBDIVIDE_64_SHIFT_MASK)}; + return ret; +} + +uint64_t libdivide_u64_do(uint64_t numer, const struct libdivide_u64_t *denom) { + uint8_t more = denom->more; + if (!denom->magic) { + return numer >> more; + } + else { + uint64_t q = libdivide_mullhi_u64(denom->magic, numer); + if (more & LIBDIVIDE_ADD_MARKER) { + uint64_t t = ((numer - q) >> 1) + q; + return t >> (more & LIBDIVIDE_64_SHIFT_MASK); + } + else { + // All upper bits are 0, + // don't need to mask them off. + return q >> more; + } + } +} + +uint64_t libdivide_u64_branchfree_do(uint64_t numer, const struct libdivide_u64_branchfree_t *denom) { + uint64_t q = libdivide_mullhi_u64(denom->magic, numer); + uint64_t t = ((numer - q) >> 1) + q; + return t >> denom->more; +} + +uint64_t libdivide_u64_recover(const struct libdivide_u64_t *denom) { + uint8_t more = denom->more; + uint8_t shift = more & LIBDIVIDE_64_SHIFT_MASK; + + if (!denom->magic) { + return 1ULL << shift; + } else if (!(more & LIBDIVIDE_ADD_MARKER)) { + // We compute q = n/d = n*m / 2^(64 + shift) + // Therefore we have d = 2^(64 + shift) / m + // We need to ceil it. + // We know d is not a power of 2, so m is not a power of 2, + // so we can just add 1 to the floor + uint64_t hi_dividend = 1ULL << shift; + uint64_t rem_ignored; + return 1 + libdivide_128_div_64_to_64(hi_dividend, 0, denom->magic, &rem_ignored); + } else { + // Here we wish to compute d = 2^(64+shift+1)/(m+2^64). + // Notice (m + 2^64) is a 65 bit number. This gets hairy. See + // libdivide_u32_recover for more on what we do here. + // TODO: do something better than 128 bit math + + // Full n is a (potentially) 129 bit value + // half_n is a 128 bit value + // Compute the hi half of half_n. Low half is 0. + uint64_t half_n_hi = 1ULL << shift, half_n_lo = 0; + // d is a 65 bit value. The high bit is always set to 1. + const uint64_t d_hi = 1, d_lo = denom->magic; + // Note that the quotient is guaranteed <= 64 bits, + // but the remainder may need 65! + uint64_t r_hi, r_lo; + uint64_t half_q = libdivide_128_div_128_to_64(half_n_hi, half_n_lo, d_hi, d_lo, &r_hi, &r_lo); + // We computed 2^(64+shift)/(m+2^64) + // Double the remainder ('dr') and check if that is larger than d + // Note that d is a 65 bit value, so r1 is small and so r1 + r1 + // cannot overflow + uint64_t dr_lo = r_lo + r_lo; + uint64_t dr_hi = r_hi + r_hi + (dr_lo < r_lo); // last term is carry + int dr_exceeds_d = (dr_hi > d_hi) || (dr_hi == d_hi && dr_lo >= d_lo); + uint64_t full_q = half_q + half_q + (dr_exceeds_d ? 1 : 0); + return full_q + 1; + } +} + +uint64_t libdivide_u64_branchfree_recover(const struct libdivide_u64_branchfree_t *denom) { + uint8_t more = denom->more; + uint8_t shift = more & LIBDIVIDE_64_SHIFT_MASK; + + if (!denom->magic) { + return 1ULL << (shift + 1); + } else { + // Here we wish to compute d = 2^(64+shift+1)/(m+2^64). + // Notice (m + 2^64) is a 65 bit number. This gets hairy. See + // libdivide_u32_recover for more on what we do here. + // TODO: do something better than 128 bit math + + // Full n is a (potentially) 129 bit value + // half_n is a 128 bit value + // Compute the hi half of half_n. Low half is 0. + uint64_t half_n_hi = 1ULL << shift, half_n_lo = 0; + // d is a 65 bit value. The high bit is always set to 1. + const uint64_t d_hi = 1, d_lo = denom->magic; + // Note that the quotient is guaranteed <= 64 bits, + // but the remainder may need 65! + uint64_t r_hi, r_lo; + uint64_t half_q = libdivide_128_div_128_to_64(half_n_hi, half_n_lo, d_hi, d_lo, &r_hi, &r_lo); + // We computed 2^(64+shift)/(m+2^64) + // Double the remainder ('dr') and check if that is larger than d + // Note that d is a 65 bit value, so r1 is small and so r1 + r1 + // cannot overflow + uint64_t dr_lo = r_lo + r_lo; + uint64_t dr_hi = r_hi + r_hi + (dr_lo < r_lo); // last term is carry + int dr_exceeds_d = (dr_hi > d_hi) || (dr_hi == d_hi && dr_lo >= d_lo); + uint64_t full_q = half_q + half_q + (dr_exceeds_d ? 1 : 0); + return full_q + 1; + } +} + +/////////// SINT32 + +static inline struct libdivide_s32_t libdivide_internal_s32_gen(int32_t d, int branchfree) { + if (d == 0) { + LIBDIVIDE_ERROR("divider must be != 0"); + } + + struct libdivide_s32_t result; + + // If d is a power of 2, or negative a power of 2, we have to use a shift. + // This is especially important because the magic algorithm fails for -1. + // To check if d is a power of 2 or its inverse, it suffices to check + // whether its absolute value has exactly one bit set. This works even for + // INT_MIN, because abs(INT_MIN) == INT_MIN, and INT_MIN has one bit set + // and is a power of 2. + uint32_t ud = (uint32_t)d; + uint32_t absD = (d < 0) ? -ud : ud; + uint32_t floor_log_2_d = 31 - libdivide_count_leading_zeros32(absD); + // check if exactly one bit is set, + // don't care if absD is 0 since that's divide by zero + if ((absD & (absD - 1)) == 0) { + // Branchfree and normal paths are exactly the same + result.magic = 0; + result.more = floor_log_2_d | (d < 0 ? LIBDIVIDE_NEGATIVE_DIVISOR : 0); + } else { + LIBDIVIDE_ASSERT(floor_log_2_d >= 1); + + uint8_t more; + // the dividend here is 2**(floor_log_2_d + 31), so the low 32 bit word + // is 0 and the high word is floor_log_2_d - 1 + uint32_t rem, proposed_m; + proposed_m = libdivide_64_div_32_to_32(1U << (floor_log_2_d - 1), 0, absD, &rem); + const uint32_t e = absD - rem; + + // We are going to start with a power of floor_log_2_d - 1. + // This works if works if e < 2**floor_log_2_d. + if (!branchfree && e < (1U << floor_log_2_d)) { + // This power works + more = floor_log_2_d - 1; + } else { + // We need to go one higher. This should not make proposed_m + // overflow, but it will make it negative when interpreted as an + // int32_t. + proposed_m += proposed_m; + const uint32_t twice_rem = rem + rem; + if (twice_rem >= absD || twice_rem < rem) proposed_m += 1; + more = floor_log_2_d | LIBDIVIDE_ADD_MARKER; + } + + proposed_m += 1; + int32_t magic = (int32_t)proposed_m; + + // Mark if we are negative. Note we only negate the magic number in the + // branchfull case. + if (d < 0) { + more |= LIBDIVIDE_NEGATIVE_DIVISOR; + if (!branchfree) { + magic = -magic; + } + } + + result.more = more; + result.magic = magic; + } + return result; +} + +struct libdivide_s32_t libdivide_s32_gen(int32_t d) { + return libdivide_internal_s32_gen(d, 0); +} + +struct libdivide_s32_branchfree_t libdivide_s32_branchfree_gen(int32_t d) { + struct libdivide_s32_t tmp = libdivide_internal_s32_gen(d, 1); + struct libdivide_s32_branchfree_t result = {tmp.magic, tmp.more}; + return result; +} + +int32_t libdivide_s32_do(int32_t numer, const struct libdivide_s32_t *denom) { + uint8_t more = denom->more; + uint8_t shift = more & LIBDIVIDE_32_SHIFT_MASK; + + if (!denom->magic) { + uint32_t sign = (int8_t)more >> 7; + uint32_t mask = (1U << shift) - 1; + uint32_t uq = numer + ((numer >> 31) & mask); + int32_t q = (int32_t)uq; + q >>= shift; + q = (q ^ sign) - sign; + return q; + } else { + uint32_t uq = (uint32_t)libdivide_mullhi_s32(denom->magic, numer); + if (more & LIBDIVIDE_ADD_MARKER) { + // must be arithmetic shift and then sign extend + int32_t sign = (int8_t)more >> 7; + // q += (more < 0 ? -numer : numer) + // cast required to avoid UB + uq += ((uint32_t)numer ^ sign) - sign; + } + int32_t q = (int32_t)uq; + q >>= shift; + q += (q < 0); + return q; + } +} + +int32_t libdivide_s32_branchfree_do(int32_t numer, const struct libdivide_s32_branchfree_t *denom) { + uint8_t more = denom->more; + uint8_t shift = more & LIBDIVIDE_32_SHIFT_MASK; + // must be arithmetic shift and then sign extend + int32_t sign = (int8_t)more >> 7; + int32_t magic = denom->magic; + int32_t q = libdivide_mullhi_s32(magic, numer); + q += numer; + + // If q is non-negative, we have nothing to do + // If q is negative, we want to add either (2**shift)-1 if d is a power of + // 2, or (2**shift) if it is not a power of 2 + uint32_t is_power_of_2 = (magic == 0); + uint32_t q_sign = (uint32_t)(q >> 31); + q += q_sign & ((1U << shift) - is_power_of_2); + + // Now arithmetic right shift + q >>= shift; + // Negate if needed + q = (q ^ sign) - sign; + + return q; +} + +int32_t libdivide_s32_recover(const struct libdivide_s32_t *denom) { + uint8_t more = denom->more; + uint8_t shift = more & LIBDIVIDE_32_SHIFT_MASK; + if (!denom->magic) { + uint32_t absD = 1U << shift; + if (more & LIBDIVIDE_NEGATIVE_DIVISOR) { + absD = -absD; + } + return (int32_t)absD; + } else { + // Unsigned math is much easier + // We negate the magic number only in the branchfull case, and we don't + // know which case we're in. However we have enough information to + // determine the correct sign of the magic number. The divisor was + // negative if LIBDIVIDE_NEGATIVE_DIVISOR is set. If ADD_MARKER is set, + // the magic number's sign is opposite that of the divisor. + // We want to compute the positive magic number. + int negative_divisor = (more & LIBDIVIDE_NEGATIVE_DIVISOR); + int magic_was_negated = (more & LIBDIVIDE_ADD_MARKER) + ? denom->magic > 0 : denom->magic < 0; + + // Handle the power of 2 case (including branchfree) + if (denom->magic == 0) { + int32_t result = 1U << shift; + return negative_divisor ? -result : result; + } + + uint32_t d = (uint32_t)(magic_was_negated ? -denom->magic : denom->magic); + uint64_t n = 1ULL << (32 + shift); // this shift cannot exceed 30 + uint32_t q = (uint32_t)(n / d); + int32_t result = (int32_t)q; + result += 1; + return negative_divisor ? -result : result; + } +} + +int32_t libdivide_s32_branchfree_recover(const struct libdivide_s32_branchfree_t *denom) { + return libdivide_s32_recover((const struct libdivide_s32_t *)denom); +} + +///////////// SINT64 + +static inline struct libdivide_s64_t libdivide_internal_s64_gen(int64_t d, int branchfree) { + if (d == 0) { + LIBDIVIDE_ERROR("divider must be != 0"); + } + + struct libdivide_s64_t result; + + // If d is a power of 2, or negative a power of 2, we have to use a shift. + // This is especially important because the magic algorithm fails for -1. + // To check if d is a power of 2 or its inverse, it suffices to check + // whether its absolute value has exactly one bit set. This works even for + // INT_MIN, because abs(INT_MIN) == INT_MIN, and INT_MIN has one bit set + // and is a power of 2. + uint64_t ud = (uint64_t)d; + uint64_t absD = (d < 0) ? -ud : ud; + uint32_t floor_log_2_d = 63 - libdivide_count_leading_zeros64(absD); + // check if exactly one bit is set, + // don't care if absD is 0 since that's divide by zero + if ((absD & (absD - 1)) == 0) { + // Branchfree and non-branchfree cases are the same + result.magic = 0; + result.more = floor_log_2_d | (d < 0 ? LIBDIVIDE_NEGATIVE_DIVISOR : 0); + } else { + // the dividend here is 2**(floor_log_2_d + 63), so the low 64 bit word + // is 0 and the high word is floor_log_2_d - 1 + uint8_t more; + uint64_t rem, proposed_m; + proposed_m = libdivide_128_div_64_to_64(1ULL << (floor_log_2_d - 1), 0, absD, &rem); + const uint64_t e = absD - rem; + + // We are going to start with a power of floor_log_2_d - 1. + // This works if works if e < 2**floor_log_2_d. + if (!branchfree && e < (1ULL << floor_log_2_d)) { + // This power works + more = floor_log_2_d - 1; + } else { + // We need to go one higher. This should not make proposed_m + // overflow, but it will make it negative when interpreted as an + // int32_t. + proposed_m += proposed_m; + const uint64_t twice_rem = rem + rem; + if (twice_rem >= absD || twice_rem < rem) proposed_m += 1; + // note that we only set the LIBDIVIDE_NEGATIVE_DIVISOR bit if we + // also set ADD_MARKER this is an annoying optimization that + // enables algorithm #4 to avoid the mask. However we always set it + // in the branchfree case + more = floor_log_2_d | LIBDIVIDE_ADD_MARKER; + } + proposed_m += 1; + int64_t magic = (int64_t)proposed_m; + + // Mark if we are negative + if (d < 0) { + more |= LIBDIVIDE_NEGATIVE_DIVISOR; + if (!branchfree) { + magic = -magic; + } + } + + result.more = more; + result.magic = magic; + } + return result; +} + +struct libdivide_s64_t libdivide_s64_gen(int64_t d) { + return libdivide_internal_s64_gen(d, 0); +} + +struct libdivide_s64_branchfree_t libdivide_s64_branchfree_gen(int64_t d) { + struct libdivide_s64_t tmp = libdivide_internal_s64_gen(d, 1); + struct libdivide_s64_branchfree_t ret = {tmp.magic, tmp.more}; + return ret; +} + +int64_t libdivide_s64_do(int64_t numer, const struct libdivide_s64_t *denom) { + uint8_t more = denom->more; + uint8_t shift = more & LIBDIVIDE_64_SHIFT_MASK; + + if (!denom->magic) { // shift path + uint64_t mask = (1ULL << shift) - 1; + uint64_t uq = numer + ((numer >> 63) & mask); + int64_t q = (int64_t)uq; + q >>= shift; + // must be arithmetic shift and then sign-extend + int64_t sign = (int8_t)more >> 7; + q = (q ^ sign) - sign; + return q; + } else { + uint64_t uq = (uint64_t)libdivide_mullhi_s64(denom->magic, numer); + if (more & LIBDIVIDE_ADD_MARKER) { + // must be arithmetic shift and then sign extend + int64_t sign = (int8_t)more >> 7; + // q += (more < 0 ? -numer : numer) + // cast required to avoid UB + uq += ((uint64_t)numer ^ sign) - sign; + } + int64_t q = (int64_t)uq; + q >>= shift; + q += (q < 0); + return q; + } +} + +int64_t libdivide_s64_branchfree_do(int64_t numer, const struct libdivide_s64_branchfree_t *denom) { + uint8_t more = denom->more; + uint8_t shift = more & LIBDIVIDE_64_SHIFT_MASK; + // must be arithmetic shift and then sign extend + int64_t sign = (int8_t)more >> 7; + int64_t magic = denom->magic; + int64_t q = libdivide_mullhi_s64(magic, numer); + q += numer; + + // If q is non-negative, we have nothing to do. + // If q is negative, we want to add either (2**shift)-1 if d is a power of + // 2, or (2**shift) if it is not a power of 2. + uint64_t is_power_of_2 = (magic == 0); + uint64_t q_sign = (uint64_t)(q >> 63); + q += q_sign & ((1ULL << shift) - is_power_of_2); + + // Arithmetic right shift + q >>= shift; + // Negate if needed + q = (q ^ sign) - sign; + + return q; +} + +int64_t libdivide_s64_recover(const struct libdivide_s64_t *denom) { + uint8_t more = denom->more; + uint8_t shift = more & LIBDIVIDE_64_SHIFT_MASK; + if (denom->magic == 0) { // shift path + uint64_t absD = 1ULL << shift; + if (more & LIBDIVIDE_NEGATIVE_DIVISOR) { + absD = -absD; + } + return (int64_t)absD; + } else { + // Unsigned math is much easier + int negative_divisor = (more & LIBDIVIDE_NEGATIVE_DIVISOR); + int magic_was_negated = (more & LIBDIVIDE_ADD_MARKER) + ? denom->magic > 0 : denom->magic < 0; + + uint64_t d = (uint64_t)(magic_was_negated ? -denom->magic : denom->magic); + uint64_t n_hi = 1ULL << shift, n_lo = 0; + uint64_t rem_ignored; + uint64_t q = libdivide_128_div_64_to_64(n_hi, n_lo, d, &rem_ignored); + int64_t result = (int64_t)(q + 1); + if (negative_divisor) { + result = -result; + } + return result; + } +} + +int64_t libdivide_s64_branchfree_recover(const struct libdivide_s64_branchfree_t *denom) { + return libdivide_s64_recover((const struct libdivide_s64_t *)denom); +} + +#if defined(LIBDIVIDE_AVX512) + +static inline __m512i libdivide_u32_do_vector(__m512i numers, const struct libdivide_u32_t *denom); +static inline __m512i libdivide_s32_do_vector(__m512i numers, const struct libdivide_s32_t *denom); +static inline __m512i libdivide_u64_do_vector(__m512i numers, const struct libdivide_u64_t *denom); +static inline __m512i libdivide_s64_do_vector(__m512i numers, const struct libdivide_s64_t *denom); + +static inline __m512i libdivide_u32_branchfree_do_vector(__m512i numers, const struct libdivide_u32_branchfree_t *denom); +static inline __m512i libdivide_s32_branchfree_do_vector(__m512i numers, const struct libdivide_s32_branchfree_t *denom); +static inline __m512i libdivide_u64_branchfree_do_vector(__m512i numers, const struct libdivide_u64_branchfree_t *denom); +static inline __m512i libdivide_s64_branchfree_do_vector(__m512i numers, const struct libdivide_s64_branchfree_t *denom); + +//////// Internal Utility Functions + +static inline __m512i libdivide_s64_signbits(__m512i v) {; + return _mm512_srai_epi64(v, 63); +} + +static inline __m512i libdivide_s64_shift_right_vector(__m512i v, int amt) { + return _mm512_srai_epi64(v, amt); +} + +// Here, b is assumed to contain one 32-bit value repeated. +static inline __m512i libdivide_mullhi_u32_vector(__m512i a, __m512i b) { + __m512i hi_product_0Z2Z = _mm512_srli_epi64(_mm512_mul_epu32(a, b), 32); + __m512i a1X3X = _mm512_srli_epi64(a, 32); + __m512i mask = _mm512_set_epi32(-1, 0, -1, 0, -1, 0, -1, 0, -1, 0, -1, 0, -1, 0, -1, 0); + __m512i hi_product_Z1Z3 = _mm512_and_si512(_mm512_mul_epu32(a1X3X, b), mask); + return _mm512_or_si512(hi_product_0Z2Z, hi_product_Z1Z3); +} + +// b is one 32-bit value repeated. +static inline __m512i libdivide_mullhi_s32_vector(__m512i a, __m512i b) { + __m512i hi_product_0Z2Z = _mm512_srli_epi64(_mm512_mul_epi32(a, b), 32); + __m512i a1X3X = _mm512_srli_epi64(a, 32); + __m512i mask = _mm512_set_epi32(-1, 0, -1, 0, -1, 0, -1, 0, -1, 0, -1, 0, -1, 0, -1, 0); + __m512i hi_product_Z1Z3 = _mm512_and_si512(_mm512_mul_epi32(a1X3X, b), mask); + return _mm512_or_si512(hi_product_0Z2Z, hi_product_Z1Z3); +} + +// Here, y is assumed to contain one 64-bit value repeated. +// https://stackoverflow.com/a/28827013 +static inline __m512i libdivide_mullhi_u64_vector(__m512i x, __m512i y) { + __m512i lomask = _mm512_set1_epi64(0xffffffff); + __m512i xh = _mm512_shuffle_epi32(x, (_MM_PERM_ENUM) 0xB1); + __m512i yh = _mm512_shuffle_epi32(y, (_MM_PERM_ENUM) 0xB1); + __m512i w0 = _mm512_mul_epu32(x, y); + __m512i w1 = _mm512_mul_epu32(x, yh); + __m512i w2 = _mm512_mul_epu32(xh, y); + __m512i w3 = _mm512_mul_epu32(xh, yh); + __m512i w0h = _mm512_srli_epi64(w0, 32); + __m512i s1 = _mm512_add_epi64(w1, w0h); + __m512i s1l = _mm512_and_si512(s1, lomask); + __m512i s1h = _mm512_srli_epi64(s1, 32); + __m512i s2 = _mm512_add_epi64(w2, s1l); + __m512i s2h = _mm512_srli_epi64(s2, 32); + __m512i hi = _mm512_add_epi64(w3, s1h); + hi = _mm512_add_epi64(hi, s2h); + + return hi; +} + +// y is one 64-bit value repeated. +static inline __m512i libdivide_mullhi_s64_vector(__m512i x, __m512i y) { + __m512i p = libdivide_mullhi_u64_vector(x, y); + __m512i t1 = _mm512_and_si512(libdivide_s64_signbits(x), y); + __m512i t2 = _mm512_and_si512(libdivide_s64_signbits(y), x); + p = _mm512_sub_epi64(p, t1); + p = _mm512_sub_epi64(p, t2); + return p; +} + +////////// UINT32 + +__m512i libdivide_u32_do_vector(__m512i numers, const struct libdivide_u32_t *denom) { + uint8_t more = denom->more; + if (!denom->magic) { + return _mm512_srli_epi32(numers, more); + } + else { + __m512i q = libdivide_mullhi_u32_vector(numers, _mm512_set1_epi32(denom->magic)); + if (more & LIBDIVIDE_ADD_MARKER) { + // uint32_t t = ((numer - q) >> 1) + q; + // return t >> denom->shift; + uint32_t shift = more & LIBDIVIDE_32_SHIFT_MASK; + __m512i t = _mm512_add_epi32(_mm512_srli_epi32(_mm512_sub_epi32(numers, q), 1), q); + return _mm512_srli_epi32(t, shift); + } + else { + return _mm512_srli_epi32(q, more); + } + } +} + +__m512i libdivide_u32_branchfree_do_vector(__m512i numers, const struct libdivide_u32_branchfree_t *denom) { + __m512i q = libdivide_mullhi_u32_vector(numers, _mm512_set1_epi32(denom->magic)); + __m512i t = _mm512_add_epi32(_mm512_srli_epi32(_mm512_sub_epi32(numers, q), 1), q); + return _mm512_srli_epi32(t, denom->more); +} + +////////// UINT64 + +__m512i libdivide_u64_do_vector(__m512i numers, const struct libdivide_u64_t *denom) { + uint8_t more = denom->more; + if (!denom->magic) { + return _mm512_srli_epi64(numers, more); + } + else { + __m512i q = libdivide_mullhi_u64_vector(numers, _mm512_set1_epi64(denom->magic)); + if (more & LIBDIVIDE_ADD_MARKER) { + // uint32_t t = ((numer - q) >> 1) + q; + // return t >> denom->shift; + uint32_t shift = more & LIBDIVIDE_64_SHIFT_MASK; + __m512i t = _mm512_add_epi64(_mm512_srli_epi64(_mm512_sub_epi64(numers, q), 1), q); + return _mm512_srli_epi64(t, shift); + } + else { + return _mm512_srli_epi64(q, more); + } + } +} + +__m512i libdivide_u64_branchfree_do_vector(__m512i numers, const struct libdivide_u64_branchfree_t *denom) { + __m512i q = libdivide_mullhi_u64_vector(numers, _mm512_set1_epi64(denom->magic)); + __m512i t = _mm512_add_epi64(_mm512_srli_epi64(_mm512_sub_epi64(numers, q), 1), q); + return _mm512_srli_epi64(t, denom->more); +} + +////////// SINT32 + +__m512i libdivide_s32_do_vector(__m512i numers, const struct libdivide_s32_t *denom) { + uint8_t more = denom->more; + if (!denom->magic) { + uint32_t shift = more & LIBDIVIDE_32_SHIFT_MASK; + uint32_t mask = (1U << shift) - 1; + __m512i roundToZeroTweak = _mm512_set1_epi32(mask); + // q = numer + ((numer >> 31) & roundToZeroTweak); + __m512i q = _mm512_add_epi32(numers, _mm512_and_si512(_mm512_srai_epi32(numers, 31), roundToZeroTweak)); + q = _mm512_srai_epi32(q, shift); + __m512i sign = _mm512_set1_epi32((int8_t)more >> 7); + // q = (q ^ sign) - sign; + q = _mm512_sub_epi32(_mm512_xor_si512(q, sign), sign); + return q; + } + else { + __m512i q = libdivide_mullhi_s32_vector(numers, _mm512_set1_epi32(denom->magic)); + if (more & LIBDIVIDE_ADD_MARKER) { + // must be arithmetic shift + __m512i sign = _mm512_set1_epi32((int8_t)more >> 7); + // q += ((numer ^ sign) - sign); + q = _mm512_add_epi32(q, _mm512_sub_epi32(_mm512_xor_si512(numers, sign), sign)); + } + // q >>= shift + q = _mm512_srai_epi32(q, more & LIBDIVIDE_32_SHIFT_MASK); + q = _mm512_add_epi32(q, _mm512_srli_epi32(q, 31)); // q += (q < 0) + return q; + } +} + +__m512i libdivide_s32_branchfree_do_vector(__m512i numers, const struct libdivide_s32_branchfree_t *denom) { + int32_t magic = denom->magic; + uint8_t more = denom->more; + uint8_t shift = more & LIBDIVIDE_32_SHIFT_MASK; + // must be arithmetic shift + __m512i sign = _mm512_set1_epi32((int8_t)more >> 7); + __m512i q = libdivide_mullhi_s32_vector(numers, _mm512_set1_epi32(magic)); + q = _mm512_add_epi32(q, numers); // q += numers + + // If q is non-negative, we have nothing to do + // If q is negative, we want to add either (2**shift)-1 if d is + // a power of 2, or (2**shift) if it is not a power of 2 + uint32_t is_power_of_2 = (magic == 0); + __m512i q_sign = _mm512_srai_epi32(q, 31); // q_sign = q >> 31 + __m512i mask = _mm512_set1_epi32((1U << shift) - is_power_of_2); + q = _mm512_add_epi32(q, _mm512_and_si512(q_sign, mask)); // q = q + (q_sign & mask) + q = _mm512_srai_epi32(q, shift); // q >>= shift + q = _mm512_sub_epi32(_mm512_xor_si512(q, sign), sign); // q = (q ^ sign) - sign + return q; +} + +////////// SINT64 + +__m512i libdivide_s64_do_vector(__m512i numers, const struct libdivide_s64_t *denom) { + uint8_t more = denom->more; + int64_t magic = denom->magic; + if (magic == 0) { // shift path + uint32_t shift = more & LIBDIVIDE_64_SHIFT_MASK; + uint64_t mask = (1ULL << shift) - 1; + __m512i roundToZeroTweak = _mm512_set1_epi64(mask); + // q = numer + ((numer >> 63) & roundToZeroTweak); + __m512i q = _mm512_add_epi64(numers, _mm512_and_si512(libdivide_s64_signbits(numers), roundToZeroTweak)); + q = libdivide_s64_shift_right_vector(q, shift); + __m512i sign = _mm512_set1_epi32((int8_t)more >> 7); + // q = (q ^ sign) - sign; + q = _mm512_sub_epi64(_mm512_xor_si512(q, sign), sign); + return q; + } + else { + __m512i q = libdivide_mullhi_s64_vector(numers, _mm512_set1_epi64(magic)); + if (more & LIBDIVIDE_ADD_MARKER) { + // must be arithmetic shift + __m512i sign = _mm512_set1_epi32((int8_t)more >> 7); + // q += ((numer ^ sign) - sign); + q = _mm512_add_epi64(q, _mm512_sub_epi64(_mm512_xor_si512(numers, sign), sign)); + } + // q >>= denom->mult_path.shift + q = libdivide_s64_shift_right_vector(q, more & LIBDIVIDE_64_SHIFT_MASK); + q = _mm512_add_epi64(q, _mm512_srli_epi64(q, 63)); // q += (q < 0) + return q; + } +} + +__m512i libdivide_s64_branchfree_do_vector(__m512i numers, const struct libdivide_s64_branchfree_t *denom) { + int64_t magic = denom->magic; + uint8_t more = denom->more; + uint8_t shift = more & LIBDIVIDE_64_SHIFT_MASK; + // must be arithmetic shift + __m512i sign = _mm512_set1_epi32((int8_t)more >> 7); + + // libdivide_mullhi_s64(numers, magic); + __m512i q = libdivide_mullhi_s64_vector(numers, _mm512_set1_epi64(magic)); + q = _mm512_add_epi64(q, numers); // q += numers + + // If q is non-negative, we have nothing to do. + // If q is negative, we want to add either (2**shift)-1 if d is + // a power of 2, or (2**shift) if it is not a power of 2. + uint32_t is_power_of_2 = (magic == 0); + __m512i q_sign = libdivide_s64_signbits(q); // q_sign = q >> 63 + __m512i mask = _mm512_set1_epi64((1ULL << shift) - is_power_of_2); + q = _mm512_add_epi64(q, _mm512_and_si512(q_sign, mask)); // q = q + (q_sign & mask) + q = libdivide_s64_shift_right_vector(q, shift); // q >>= shift + q = _mm512_sub_epi64(_mm512_xor_si512(q, sign), sign); // q = (q ^ sign) - sign + return q; +} + +#elif defined(LIBDIVIDE_AVX2) + +static inline __m256i libdivide_u32_do_vector(__m256i numers, const struct libdivide_u32_t *denom); +static inline __m256i libdivide_s32_do_vector(__m256i numers, const struct libdivide_s32_t *denom); +static inline __m256i libdivide_u64_do_vector(__m256i numers, const struct libdivide_u64_t *denom); +static inline __m256i libdivide_s64_do_vector(__m256i numers, const struct libdivide_s64_t *denom); + +static inline __m256i libdivide_u32_branchfree_do_vector(__m256i numers, const struct libdivide_u32_branchfree_t *denom); +static inline __m256i libdivide_s32_branchfree_do_vector(__m256i numers, const struct libdivide_s32_branchfree_t *denom); +static inline __m256i libdivide_u64_branchfree_do_vector(__m256i numers, const struct libdivide_u64_branchfree_t *denom); +static inline __m256i libdivide_s64_branchfree_do_vector(__m256i numers, const struct libdivide_s64_branchfree_t *denom); + +//////// Internal Utility Functions + +// Implementation of _mm256_srai_epi64(v, 63) (from AVX512). +static inline __m256i libdivide_s64_signbits(__m256i v) { + __m256i hiBitsDuped = _mm256_shuffle_epi32(v, _MM_SHUFFLE(3, 3, 1, 1)); + __m256i signBits = _mm256_srai_epi32(hiBitsDuped, 31); + return signBits; +} + +// Implementation of _mm256_srai_epi64 (from AVX512). +static inline __m256i libdivide_s64_shift_right_vector(__m256i v, int amt) { + const int b = 64 - amt; + __m256i m = _mm256_set1_epi64x(1ULL << (b - 1)); + __m256i x = _mm256_srli_epi64(v, amt); + __m256i result = _mm256_sub_epi64(_mm256_xor_si256(x, m), m); + return result; +} + +// Here, b is assumed to contain one 32-bit value repeated. +static inline __m256i libdivide_mullhi_u32_vector(__m256i a, __m256i b) { + __m256i hi_product_0Z2Z = _mm256_srli_epi64(_mm256_mul_epu32(a, b), 32); + __m256i a1X3X = _mm256_srli_epi64(a, 32); + __m256i mask = _mm256_set_epi32(-1, 0, -1, 0, -1, 0, -1, 0); + __m256i hi_product_Z1Z3 = _mm256_and_si256(_mm256_mul_epu32(a1X3X, b), mask); + return _mm256_or_si256(hi_product_0Z2Z, hi_product_Z1Z3); +} + +// b is one 32-bit value repeated. +static inline __m256i libdivide_mullhi_s32_vector(__m256i a, __m256i b) { + __m256i hi_product_0Z2Z = _mm256_srli_epi64(_mm256_mul_epi32(a, b), 32); + __m256i a1X3X = _mm256_srli_epi64(a, 32); + __m256i mask = _mm256_set_epi32(-1, 0, -1, 0, -1, 0, -1, 0); + __m256i hi_product_Z1Z3 = _mm256_and_si256(_mm256_mul_epi32(a1X3X, b), mask); + return _mm256_or_si256(hi_product_0Z2Z, hi_product_Z1Z3); +} + +// Here, y is assumed to contain one 64-bit value repeated. +// https://stackoverflow.com/a/28827013 +static inline __m256i libdivide_mullhi_u64_vector(__m256i x, __m256i y) { + __m256i lomask = _mm256_set1_epi64x(0xffffffff); + __m256i xh = _mm256_shuffle_epi32(x, 0xB1); // x0l, x0h, x1l, x1h + __m256i yh = _mm256_shuffle_epi32(y, 0xB1); // y0l, y0h, y1l, y1h + __m256i w0 = _mm256_mul_epu32(x, y); // x0l*y0l, x1l*y1l + __m256i w1 = _mm256_mul_epu32(x, yh); // x0l*y0h, x1l*y1h + __m256i w2 = _mm256_mul_epu32(xh, y); // x0h*y0l, x1h*y0l + __m256i w3 = _mm256_mul_epu32(xh, yh); // x0h*y0h, x1h*y1h + __m256i w0h = _mm256_srli_epi64(w0, 32); + __m256i s1 = _mm256_add_epi64(w1, w0h); + __m256i s1l = _mm256_and_si256(s1, lomask); + __m256i s1h = _mm256_srli_epi64(s1, 32); + __m256i s2 = _mm256_add_epi64(w2, s1l); + __m256i s2h = _mm256_srli_epi64(s2, 32); + __m256i hi = _mm256_add_epi64(w3, s1h); + hi = _mm256_add_epi64(hi, s2h); + + return hi; +} + +// y is one 64-bit value repeated. +static inline __m256i libdivide_mullhi_s64_vector(__m256i x, __m256i y) { + __m256i p = libdivide_mullhi_u64_vector(x, y); + __m256i t1 = _mm256_and_si256(libdivide_s64_signbits(x), y); + __m256i t2 = _mm256_and_si256(libdivide_s64_signbits(y), x); + p = _mm256_sub_epi64(p, t1); + p = _mm256_sub_epi64(p, t2); + return p; +} + +////////// UINT32 + +__m256i libdivide_u32_do_vector(__m256i numers, const struct libdivide_u32_t *denom) { + uint8_t more = denom->more; + if (!denom->magic) { + return _mm256_srli_epi32(numers, more); + } + else { + __m256i q = libdivide_mullhi_u32_vector(numers, _mm256_set1_epi32(denom->magic)); + if (more & LIBDIVIDE_ADD_MARKER) { + // uint32_t t = ((numer - q) >> 1) + q; + // return t >> denom->shift; + uint32_t shift = more & LIBDIVIDE_32_SHIFT_MASK; + __m256i t = _mm256_add_epi32(_mm256_srli_epi32(_mm256_sub_epi32(numers, q), 1), q); + return _mm256_srli_epi32(t, shift); + } + else { + return _mm256_srli_epi32(q, more); + } + } +} + +__m256i libdivide_u32_branchfree_do_vector(__m256i numers, const struct libdivide_u32_branchfree_t *denom) { + __m256i q = libdivide_mullhi_u32_vector(numers, _mm256_set1_epi32(denom->magic)); + __m256i t = _mm256_add_epi32(_mm256_srli_epi32(_mm256_sub_epi32(numers, q), 1), q); + return _mm256_srli_epi32(t, denom->more); +} + +////////// UINT64 + +__m256i libdivide_u64_do_vector(__m256i numers, const struct libdivide_u64_t *denom) { + uint8_t more = denom->more; + if (!denom->magic) { + return _mm256_srli_epi64(numers, more); + } + else { + __m256i q = libdivide_mullhi_u64_vector(numers, _mm256_set1_epi64x(denom->magic)); + if (more & LIBDIVIDE_ADD_MARKER) { + // uint32_t t = ((numer - q) >> 1) + q; + // return t >> denom->shift; + uint32_t shift = more & LIBDIVIDE_64_SHIFT_MASK; + __m256i t = _mm256_add_epi64(_mm256_srli_epi64(_mm256_sub_epi64(numers, q), 1), q); + return _mm256_srli_epi64(t, shift); + } + else { + return _mm256_srli_epi64(q, more); + } + } +} + +__m256i libdivide_u64_branchfree_do_vector(__m256i numers, const struct libdivide_u64_branchfree_t *denom) { + __m256i q = libdivide_mullhi_u64_vector(numers, _mm256_set1_epi64x(denom->magic)); + __m256i t = _mm256_add_epi64(_mm256_srli_epi64(_mm256_sub_epi64(numers, q), 1), q); + return _mm256_srli_epi64(t, denom->more); +} + +////////// SINT32 + +__m256i libdivide_s32_do_vector(__m256i numers, const struct libdivide_s32_t *denom) { + uint8_t more = denom->more; + if (!denom->magic) { + uint32_t shift = more & LIBDIVIDE_32_SHIFT_MASK; + uint32_t mask = (1U << shift) - 1; + __m256i roundToZeroTweak = _mm256_set1_epi32(mask); + // q = numer + ((numer >> 31) & roundToZeroTweak); + __m256i q = _mm256_add_epi32(numers, _mm256_and_si256(_mm256_srai_epi32(numers, 31), roundToZeroTweak)); + q = _mm256_srai_epi32(q, shift); + __m256i sign = _mm256_set1_epi32((int8_t)more >> 7); + // q = (q ^ sign) - sign; + q = _mm256_sub_epi32(_mm256_xor_si256(q, sign), sign); + return q; + } + else { + __m256i q = libdivide_mullhi_s32_vector(numers, _mm256_set1_epi32(denom->magic)); + if (more & LIBDIVIDE_ADD_MARKER) { + // must be arithmetic shift + __m256i sign = _mm256_set1_epi32((int8_t)more >> 7); + // q += ((numer ^ sign) - sign); + q = _mm256_add_epi32(q, _mm256_sub_epi32(_mm256_xor_si256(numers, sign), sign)); + } + // q >>= shift + q = _mm256_srai_epi32(q, more & LIBDIVIDE_32_SHIFT_MASK); + q = _mm256_add_epi32(q, _mm256_srli_epi32(q, 31)); // q += (q < 0) + return q; + } +} + +__m256i libdivide_s32_branchfree_do_vector(__m256i numers, const struct libdivide_s32_branchfree_t *denom) { + int32_t magic = denom->magic; + uint8_t more = denom->more; + uint8_t shift = more & LIBDIVIDE_32_SHIFT_MASK; + // must be arithmetic shift + __m256i sign = _mm256_set1_epi32((int8_t)more >> 7); + __m256i q = libdivide_mullhi_s32_vector(numers, _mm256_set1_epi32(magic)); + q = _mm256_add_epi32(q, numers); // q += numers + + // If q is non-negative, we have nothing to do + // If q is negative, we want to add either (2**shift)-1 if d is + // a power of 2, or (2**shift) if it is not a power of 2 + uint32_t is_power_of_2 = (magic == 0); + __m256i q_sign = _mm256_srai_epi32(q, 31); // q_sign = q >> 31 + __m256i mask = _mm256_set1_epi32((1U << shift) - is_power_of_2); + q = _mm256_add_epi32(q, _mm256_and_si256(q_sign, mask)); // q = q + (q_sign & mask) + q = _mm256_srai_epi32(q, shift); // q >>= shift + q = _mm256_sub_epi32(_mm256_xor_si256(q, sign), sign); // q = (q ^ sign) - sign + return q; +} + +////////// SINT64 + +__m256i libdivide_s64_do_vector(__m256i numers, const struct libdivide_s64_t *denom) { + uint8_t more = denom->more; + int64_t magic = denom->magic; + if (magic == 0) { // shift path + uint32_t shift = more & LIBDIVIDE_64_SHIFT_MASK; + uint64_t mask = (1ULL << shift) - 1; + __m256i roundToZeroTweak = _mm256_set1_epi64x(mask); + // q = numer + ((numer >> 63) & roundToZeroTweak); + __m256i q = _mm256_add_epi64(numers, _mm256_and_si256(libdivide_s64_signbits(numers), roundToZeroTweak)); + q = libdivide_s64_shift_right_vector(q, shift); + __m256i sign = _mm256_set1_epi32((int8_t)more >> 7); + // q = (q ^ sign) - sign; + q = _mm256_sub_epi64(_mm256_xor_si256(q, sign), sign); + return q; + } + else { + __m256i q = libdivide_mullhi_s64_vector(numers, _mm256_set1_epi64x(magic)); + if (more & LIBDIVIDE_ADD_MARKER) { + // must be arithmetic shift + __m256i sign = _mm256_set1_epi32((int8_t)more >> 7); + // q += ((numer ^ sign) - sign); + q = _mm256_add_epi64(q, _mm256_sub_epi64(_mm256_xor_si256(numers, sign), sign)); + } + // q >>= denom->mult_path.shift + q = libdivide_s64_shift_right_vector(q, more & LIBDIVIDE_64_SHIFT_MASK); + q = _mm256_add_epi64(q, _mm256_srli_epi64(q, 63)); // q += (q < 0) + return q; + } +} + +__m256i libdivide_s64_branchfree_do_vector(__m256i numers, const struct libdivide_s64_branchfree_t *denom) { + int64_t magic = denom->magic; + uint8_t more = denom->more; + uint8_t shift = more & LIBDIVIDE_64_SHIFT_MASK; + // must be arithmetic shift + __m256i sign = _mm256_set1_epi32((int8_t)more >> 7); + + // libdivide_mullhi_s64(numers, magic); + __m256i q = libdivide_mullhi_s64_vector(numers, _mm256_set1_epi64x(magic)); + q = _mm256_add_epi64(q, numers); // q += numers + + // If q is non-negative, we have nothing to do. + // If q is negative, we want to add either (2**shift)-1 if d is + // a power of 2, or (2**shift) if it is not a power of 2. + uint32_t is_power_of_2 = (magic == 0); + __m256i q_sign = libdivide_s64_signbits(q); // q_sign = q >> 63 + __m256i mask = _mm256_set1_epi64x((1ULL << shift) - is_power_of_2); + q = _mm256_add_epi64(q, _mm256_and_si256(q_sign, mask)); // q = q + (q_sign & mask) + q = libdivide_s64_shift_right_vector(q, shift); // q >>= shift + q = _mm256_sub_epi64(_mm256_xor_si256(q, sign), sign); // q = (q ^ sign) - sign + return q; +} + +#elif defined(LIBDIVIDE_SSE2) + +static inline __m128i libdivide_u32_do_vector(__m128i numers, const struct libdivide_u32_t *denom); +static inline __m128i libdivide_s32_do_vector(__m128i numers, const struct libdivide_s32_t *denom); +static inline __m128i libdivide_u64_do_vector(__m128i numers, const struct libdivide_u64_t *denom); +static inline __m128i libdivide_s64_do_vector(__m128i numers, const struct libdivide_s64_t *denom); + +static inline __m128i libdivide_u32_branchfree_do_vector(__m128i numers, const struct libdivide_u32_branchfree_t *denom); +static inline __m128i libdivide_s32_branchfree_do_vector(__m128i numers, const struct libdivide_s32_branchfree_t *denom); +static inline __m128i libdivide_u64_branchfree_do_vector(__m128i numers, const struct libdivide_u64_branchfree_t *denom); +static inline __m128i libdivide_s64_branchfree_do_vector(__m128i numers, const struct libdivide_s64_branchfree_t *denom); + +//////// Internal Utility Functions + +// Implementation of _mm_srai_epi64(v, 63) (from AVX512). +static inline __m128i libdivide_s64_signbits(__m128i v) { + __m128i hiBitsDuped = _mm_shuffle_epi32(v, _MM_SHUFFLE(3, 3, 1, 1)); + __m128i signBits = _mm_srai_epi32(hiBitsDuped, 31); + return signBits; +} + +// Implementation of _mm_srai_epi64 (from AVX512). +static inline __m128i libdivide_s64_shift_right_vector(__m128i v, int amt) { + const int b = 64 - amt; + __m128i m = _mm_set1_epi64x(1ULL << (b - 1)); + __m128i x = _mm_srli_epi64(v, amt); + __m128i result = _mm_sub_epi64(_mm_xor_si128(x, m), m); + return result; +} + +// Here, b is assumed to contain one 32-bit value repeated. +static inline __m128i libdivide_mullhi_u32_vector(__m128i a, __m128i b) { + __m128i hi_product_0Z2Z = _mm_srli_epi64(_mm_mul_epu32(a, b), 32); + __m128i a1X3X = _mm_srli_epi64(a, 32); + __m128i mask = _mm_set_epi32(-1, 0, -1, 0); + __m128i hi_product_Z1Z3 = _mm_and_si128(_mm_mul_epu32(a1X3X, b), mask); + return _mm_or_si128(hi_product_0Z2Z, hi_product_Z1Z3); +} + +// SSE2 does not have a signed multiplication instruction, but we can convert +// unsigned to signed pretty efficiently. Again, b is just a 32 bit value +// repeated four times. +static inline __m128i libdivide_mullhi_s32_vector(__m128i a, __m128i b) { + __m128i p = libdivide_mullhi_u32_vector(a, b); + // t1 = (a >> 31) & y, arithmetic shift + __m128i t1 = _mm_and_si128(_mm_srai_epi32(a, 31), b); + __m128i t2 = _mm_and_si128(_mm_srai_epi32(b, 31), a); + p = _mm_sub_epi32(p, t1); + p = _mm_sub_epi32(p, t2); + return p; +} + +// Here, y is assumed to contain one 64-bit value repeated. +// https://stackoverflow.com/a/28827013 +static inline __m128i libdivide_mullhi_u64_vector(__m128i x, __m128i y) { + __m128i lomask = _mm_set1_epi64x(0xffffffff); + __m128i xh = _mm_shuffle_epi32(x, 0xB1); // x0l, x0h, x1l, x1h + __m128i yh = _mm_shuffle_epi32(y, 0xB1); // y0l, y0h, y1l, y1h + __m128i w0 = _mm_mul_epu32(x, y); // x0l*y0l, x1l*y1l + __m128i w1 = _mm_mul_epu32(x, yh); // x0l*y0h, x1l*y1h + __m128i w2 = _mm_mul_epu32(xh, y); // x0h*y0l, x1h*y0l + __m128i w3 = _mm_mul_epu32(xh, yh); // x0h*y0h, x1h*y1h + __m128i w0h = _mm_srli_epi64(w0, 32); + __m128i s1 = _mm_add_epi64(w1, w0h); + __m128i s1l = _mm_and_si128(s1, lomask); + __m128i s1h = _mm_srli_epi64(s1, 32); + __m128i s2 = _mm_add_epi64(w2, s1l); + __m128i s2h = _mm_srli_epi64(s2, 32); + __m128i hi = _mm_add_epi64(w3, s1h); + hi = _mm_add_epi64(hi, s2h); + + return hi; +} + +// y is one 64-bit value repeated. +static inline __m128i libdivide_mullhi_s64_vector(__m128i x, __m128i y) { + __m128i p = libdivide_mullhi_u64_vector(x, y); + __m128i t1 = _mm_and_si128(libdivide_s64_signbits(x), y); + __m128i t2 = _mm_and_si128(libdivide_s64_signbits(y), x); + p = _mm_sub_epi64(p, t1); + p = _mm_sub_epi64(p, t2); + return p; +} + +////////// UINT32 + +__m128i libdivide_u32_do_vector(__m128i numers, const struct libdivide_u32_t *denom) { + uint8_t more = denom->more; + if (!denom->magic) { + return _mm_srli_epi32(numers, more); + } + else { + __m128i q = libdivide_mullhi_u32_vector(numers, _mm_set1_epi32(denom->magic)); + if (more & LIBDIVIDE_ADD_MARKER) { + // uint32_t t = ((numer - q) >> 1) + q; + // return t >> denom->shift; + uint32_t shift = more & LIBDIVIDE_32_SHIFT_MASK; + __m128i t = _mm_add_epi32(_mm_srli_epi32(_mm_sub_epi32(numers, q), 1), q); + return _mm_srli_epi32(t, shift); + } + else { + return _mm_srli_epi32(q, more); + } + } +} + +__m128i libdivide_u32_branchfree_do_vector(__m128i numers, const struct libdivide_u32_branchfree_t *denom) { + __m128i q = libdivide_mullhi_u32_vector(numers, _mm_set1_epi32(denom->magic)); + __m128i t = _mm_add_epi32(_mm_srli_epi32(_mm_sub_epi32(numers, q), 1), q); + return _mm_srli_epi32(t, denom->more); +} + +////////// UINT64 + +__m128i libdivide_u64_do_vector(__m128i numers, const struct libdivide_u64_t *denom) { + uint8_t more = denom->more; + if (!denom->magic) { + return _mm_srli_epi64(numers, more); + } + else { + __m128i q = libdivide_mullhi_u64_vector(numers, _mm_set1_epi64x(denom->magic)); + if (more & LIBDIVIDE_ADD_MARKER) { + // uint32_t t = ((numer - q) >> 1) + q; + // return t >> denom->shift; + uint32_t shift = more & LIBDIVIDE_64_SHIFT_MASK; + __m128i t = _mm_add_epi64(_mm_srli_epi64(_mm_sub_epi64(numers, q), 1), q); + return _mm_srli_epi64(t, shift); + } + else { + return _mm_srli_epi64(q, more); + } + } +} + +__m128i libdivide_u64_branchfree_do_vector(__m128i numers, const struct libdivide_u64_branchfree_t *denom) { + __m128i q = libdivide_mullhi_u64_vector(numers, _mm_set1_epi64x(denom->magic)); + __m128i t = _mm_add_epi64(_mm_srli_epi64(_mm_sub_epi64(numers, q), 1), q); + return _mm_srli_epi64(t, denom->more); +} + +////////// SINT32 + +__m128i libdivide_s32_do_vector(__m128i numers, const struct libdivide_s32_t *denom) { + uint8_t more = denom->more; + if (!denom->magic) { + uint32_t shift = more & LIBDIVIDE_32_SHIFT_MASK; + uint32_t mask = (1U << shift) - 1; + __m128i roundToZeroTweak = _mm_set1_epi32(mask); + // q = numer + ((numer >> 31) & roundToZeroTweak); + __m128i q = _mm_add_epi32(numers, _mm_and_si128(_mm_srai_epi32(numers, 31), roundToZeroTweak)); + q = _mm_srai_epi32(q, shift); + __m128i sign = _mm_set1_epi32((int8_t)more >> 7); + // q = (q ^ sign) - sign; + q = _mm_sub_epi32(_mm_xor_si128(q, sign), sign); + return q; + } + else { + __m128i q = libdivide_mullhi_s32_vector(numers, _mm_set1_epi32(denom->magic)); + if (more & LIBDIVIDE_ADD_MARKER) { + // must be arithmetic shift + __m128i sign = _mm_set1_epi32((int8_t)more >> 7); + // q += ((numer ^ sign) - sign); + q = _mm_add_epi32(q, _mm_sub_epi32(_mm_xor_si128(numers, sign), sign)); + } + // q >>= shift + q = _mm_srai_epi32(q, more & LIBDIVIDE_32_SHIFT_MASK); + q = _mm_add_epi32(q, _mm_srli_epi32(q, 31)); // q += (q < 0) + return q; + } +} + +__m128i libdivide_s32_branchfree_do_vector(__m128i numers, const struct libdivide_s32_branchfree_t *denom) { + int32_t magic = denom->magic; + uint8_t more = denom->more; + uint8_t shift = more & LIBDIVIDE_32_SHIFT_MASK; + // must be arithmetic shift + __m128i sign = _mm_set1_epi32((int8_t)more >> 7); + __m128i q = libdivide_mullhi_s32_vector(numers, _mm_set1_epi32(magic)); + q = _mm_add_epi32(q, numers); // q += numers + + // If q is non-negative, we have nothing to do + // If q is negative, we want to add either (2**shift)-1 if d is + // a power of 2, or (2**shift) if it is not a power of 2 + uint32_t is_power_of_2 = (magic == 0); + __m128i q_sign = _mm_srai_epi32(q, 31); // q_sign = q >> 31 + __m128i mask = _mm_set1_epi32((1U << shift) - is_power_of_2); + q = _mm_add_epi32(q, _mm_and_si128(q_sign, mask)); // q = q + (q_sign & mask) + q = _mm_srai_epi32(q, shift); // q >>= shift + q = _mm_sub_epi32(_mm_xor_si128(q, sign), sign); // q = (q ^ sign) - sign + return q; +} + +////////// SINT64 + +__m128i libdivide_s64_do_vector(__m128i numers, const struct libdivide_s64_t *denom) { + uint8_t more = denom->more; + int64_t magic = denom->magic; + if (magic == 0) { // shift path + uint32_t shift = more & LIBDIVIDE_64_SHIFT_MASK; + uint64_t mask = (1ULL << shift) - 1; + __m128i roundToZeroTweak = _mm_set1_epi64x(mask); + // q = numer + ((numer >> 63) & roundToZeroTweak); + __m128i q = _mm_add_epi64(numers, _mm_and_si128(libdivide_s64_signbits(numers), roundToZeroTweak)); + q = libdivide_s64_shift_right_vector(q, shift); + __m128i sign = _mm_set1_epi32((int8_t)more >> 7); + // q = (q ^ sign) - sign; + q = _mm_sub_epi64(_mm_xor_si128(q, sign), sign); + return q; + } + else { + __m128i q = libdivide_mullhi_s64_vector(numers, _mm_set1_epi64x(magic)); + if (more & LIBDIVIDE_ADD_MARKER) { + // must be arithmetic shift + __m128i sign = _mm_set1_epi32((int8_t)more >> 7); + // q += ((numer ^ sign) - sign); + q = _mm_add_epi64(q, _mm_sub_epi64(_mm_xor_si128(numers, sign), sign)); + } + // q >>= denom->mult_path.shift + q = libdivide_s64_shift_right_vector(q, more & LIBDIVIDE_64_SHIFT_MASK); + q = _mm_add_epi64(q, _mm_srli_epi64(q, 63)); // q += (q < 0) + return q; + } +} + +__m128i libdivide_s64_branchfree_do_vector(__m128i numers, const struct libdivide_s64_branchfree_t *denom) { + int64_t magic = denom->magic; + uint8_t more = denom->more; + uint8_t shift = more & LIBDIVIDE_64_SHIFT_MASK; + // must be arithmetic shift + __m128i sign = _mm_set1_epi32((int8_t)more >> 7); + + // libdivide_mullhi_s64(numers, magic); + __m128i q = libdivide_mullhi_s64_vector(numers, _mm_set1_epi64x(magic)); + q = _mm_add_epi64(q, numers); // q += numers + + // If q is non-negative, we have nothing to do. + // If q is negative, we want to add either (2**shift)-1 if d is + // a power of 2, or (2**shift) if it is not a power of 2. + uint32_t is_power_of_2 = (magic == 0); + __m128i q_sign = libdivide_s64_signbits(q); // q_sign = q >> 63 + __m128i mask = _mm_set1_epi64x((1ULL << shift) - is_power_of_2); + q = _mm_add_epi64(q, _mm_and_si128(q_sign, mask)); // q = q + (q_sign & mask) + q = libdivide_s64_shift_right_vector(q, shift); // q >>= shift + q = _mm_sub_epi64(_mm_xor_si128(q, sign), sign); // q = (q ^ sign) - sign + return q; +} + +#endif + +/////////// C++ stuff + +#ifdef __cplusplus + +// The C++ divider class is templated on both an integer type +// (like uint64_t) and an algorithm type. +// * BRANCHFULL is the default algorithm type. +// * BRANCHFREE is the branchfree algorithm type. +enum { + BRANCHFULL, + BRANCHFREE +}; + +#if defined(LIBDIVIDE_AVX512) + #define LIBDIVIDE_VECTOR_TYPE __m512i +#elif defined(LIBDIVIDE_AVX2) + #define LIBDIVIDE_VECTOR_TYPE __m256i +#elif defined(LIBDIVIDE_SSE2) + #define LIBDIVIDE_VECTOR_TYPE __m128i +#endif + +#if !defined(LIBDIVIDE_VECTOR_TYPE) + #define LIBDIVIDE_DIVIDE_VECTOR(ALGO) +#else + #define LIBDIVIDE_DIVIDE_VECTOR(ALGO) \ + LIBDIVIDE_VECTOR_TYPE divide(LIBDIVIDE_VECTOR_TYPE n) const { \ + return libdivide_##ALGO##_do_vector(n, &denom); \ + } +#endif + +// The DISPATCHER_GEN() macro generates C++ methods (for the given integer +// and algorithm types) that redirect to libdivide's C API. +#define DISPATCHER_GEN(T, ALGO) \ + libdivide_##ALGO##_t denom; \ + dispatcher() { } \ + dispatcher(T d) \ + : denom(libdivide_##ALGO##_gen(d)) \ + { } \ + T divide(T n) const { \ + return libdivide_##ALGO##_do(n, &denom); \ + } \ + LIBDIVIDE_DIVIDE_VECTOR(ALGO) \ + T recover() const { \ + return libdivide_##ALGO##_recover(&denom); \ + } + +// The dispatcher selects a specific division algorithm for a given +// type and ALGO using partial template specialization. +template struct dispatcher { }; + +template<> struct dispatcher { DISPATCHER_GEN(int32_t, s32) }; +template<> struct dispatcher { DISPATCHER_GEN(int32_t, s32_branchfree) }; +template<> struct dispatcher { DISPATCHER_GEN(uint32_t, u32) }; +template<> struct dispatcher { DISPATCHER_GEN(uint32_t, u32_branchfree) }; +template<> struct dispatcher { DISPATCHER_GEN(int64_t, s64) }; +template<> struct dispatcher { DISPATCHER_GEN(int64_t, s64_branchfree) }; +template<> struct dispatcher { DISPATCHER_GEN(uint64_t, u64) }; +template<> struct dispatcher { DISPATCHER_GEN(uint64_t, u64_branchfree) }; + +// This is the main divider class for use by the user (C++ API). +// The actual division algorithm is selected using the dispatcher struct +// based on the integer and algorithm template parameters. +template +class divider { +public: + // We leave the default constructor empty so that creating + // an array of dividers and then initializing them + // later doesn't slow us down. + divider() { } + + // Constructor that takes the divisor as a parameter + divider(T d) : div(d) { } + + // Divides n by the divisor + T divide(T n) const { + return div.divide(n); + } + + // Recovers the divisor, returns the value that was + // used to initialize this divider object. + T recover() const { + return div.recover(); + } + + bool operator==(const divider& other) const { + return div.denom.magic == other.denom.magic && + div.denom.more == other.denom.more; + } + + bool operator!=(const divider& other) const { + return !(*this == other); + } + +#if defined(LIBDIVIDE_VECTOR_TYPE) + // Treats the vector as packed integer values with the same type as + // the divider (e.g. s32, u32, s64, u64) and divides each of + // them by the divider, returning the packed quotients. + LIBDIVIDE_VECTOR_TYPE divide(LIBDIVIDE_VECTOR_TYPE n) const { + return div.divide(n); + } +#endif + +private: + // Storage for the actual divisor + dispatcher::value, + std::is_signed::value, sizeof(T), ALGO> div; +}; + +// Overload of operator / for scalar division +template +T operator/(T n, const divider& div) { + return div.divide(n); +} + +// Overload of operator /= for scalar division +template +T& operator/=(T& n, const divider& div) { + n = div.divide(n); + return n; +} + +#if defined(LIBDIVIDE_VECTOR_TYPE) + // Overload of operator / for vector division + template + LIBDIVIDE_VECTOR_TYPE operator/(LIBDIVIDE_VECTOR_TYPE n, const divider& div) { + return div.divide(n); + } + // Overload of operator /= for vector division + template + LIBDIVIDE_VECTOR_TYPE& operator/=(LIBDIVIDE_VECTOR_TYPE& n, const divider& div) { + n = div.divide(n); + return n; + } +#endif + +// libdivdie::branchfree_divider +template +using branchfree_divider = divider; + +} // namespace libdivide + +#endif // __cplusplus + +#endif // LIBDIVIDE_H diff --git a/EXE version/main/numpy/core/include/numpy/multiarray_api.txt b/EXE version/main/numpy/core/include/numpy/multiarray_api.txt new file mode 100644 index 00000000..5e4374c2 --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/multiarray_api.txt @@ -0,0 +1,2483 @@ + +=========== +NumPy C-API +=========== +:: + + unsigned int + PyArray_GetNDArrayCVersion(void ) + + +Included at the very first so not auto-grabbed and thus not labeled. + +:: + + int + PyArray_SetNumericOps(PyObject *dict) + +Set internal structure with number functions that all arrays will use + +:: + + PyObject * + PyArray_GetNumericOps(void ) + +Get dictionary showing number functions that all arrays will use + +:: + + int + PyArray_INCREF(PyArrayObject *mp) + +For object arrays, increment all internal references. + +:: + + int + PyArray_XDECREF(PyArrayObject *mp) + +Decrement all internal references for object arrays. +(or arrays with object fields) + +:: + + void + PyArray_SetStringFunction(PyObject *op, int repr) + +Set the array print function to be a Python function. + +:: + + PyArray_Descr * + PyArray_DescrFromType(int type) + +Get the PyArray_Descr structure for a type. + +:: + + PyObject * + PyArray_TypeObjectFromType(int type) + +Get a typeobject from a type-number -- can return NULL. + +New reference + +:: + + char * + PyArray_Zero(PyArrayObject *arr) + +Get pointer to zero of correct type for array. + +:: + + char * + PyArray_One(PyArrayObject *arr) + +Get pointer to one of correct type for array + +:: + + PyObject * + PyArray_CastToType(PyArrayObject *arr, PyArray_Descr *dtype, int + is_f_order) + +For backward compatibility + +Cast an array using typecode structure. +steals reference to dtype --- cannot be NULL + +This function always makes a copy of arr, even if the dtype +doesn't change. + +:: + + int + PyArray_CastTo(PyArrayObject *out, PyArrayObject *mp) + +Cast to an already created array. + +:: + + int + PyArray_CastAnyTo(PyArrayObject *out, PyArrayObject *mp) + +Cast to an already created array. Arrays don't have to be "broadcastable" +Only requirement is they have the same number of elements. + +:: + + int + PyArray_CanCastSafely(int fromtype, int totype) + +Check the type coercion rules. + +:: + + npy_bool + PyArray_CanCastTo(PyArray_Descr *from, PyArray_Descr *to) + +leaves reference count alone --- cannot be NULL + +PyArray_CanCastTypeTo is equivalent to this, but adds a 'casting' +parameter. + +:: + + int + PyArray_ObjectType(PyObject *op, int minimum_type) + +Return the typecode of the array a Python object would be converted to + +Returns the type number the result should have, or NPY_NOTYPE on error. + +:: + + PyArray_Descr * + PyArray_DescrFromObject(PyObject *op, PyArray_Descr *mintype) + +new reference -- accepts NULL for mintype + +:: + + PyArrayObject ** + PyArray_ConvertToCommonType(PyObject *op, int *retn) + + +This function is only used in one place within NumPy and should +generally be avoided. It is provided mainly for backward compatibility. + +The user of the function has to free the returned array. + +:: + + PyArray_Descr * + PyArray_DescrFromScalar(PyObject *sc) + +Return descr object from array scalar. + +New reference + +:: + + PyArray_Descr * + PyArray_DescrFromTypeObject(PyObject *type) + + +:: + + npy_intp + PyArray_Size(PyObject *op) + +Compute the size of an array (in number of items) + +:: + + PyObject * + PyArray_Scalar(void *data, PyArray_Descr *descr, PyObject *base) + +Get scalar-equivalent to a region of memory described by a descriptor. + +:: + + PyObject * + PyArray_FromScalar(PyObject *scalar, PyArray_Descr *outcode) + +Get 0-dim array from scalar + +0-dim array from array-scalar object +always contains a copy of the data +unless outcode is NULL, it is of void type and the referrer does +not own it either. + +steals reference to outcode + +:: + + void + PyArray_ScalarAsCtype(PyObject *scalar, void *ctypeptr) + +Convert to c-type + +no error checking is performed -- ctypeptr must be same type as scalar +in case of flexible type, the data is not copied +into ctypeptr which is expected to be a pointer to pointer + +:: + + int + PyArray_CastScalarToCtype(PyObject *scalar, void + *ctypeptr, PyArray_Descr *outcode) + +Cast Scalar to c-type + +The output buffer must be large-enough to receive the value +Even for flexible types which is different from ScalarAsCtype +where only a reference for flexible types is returned + +This may not work right on narrow builds for NumPy unicode scalars. + +:: + + int + PyArray_CastScalarDirect(PyObject *scalar, PyArray_Descr + *indescr, void *ctypeptr, int outtype) + +Cast Scalar to c-type + +:: + + PyObject * + PyArray_ScalarFromObject(PyObject *object) + +Get an Array Scalar From a Python Object + +Returns NULL if unsuccessful but error is only set if another error occurred. +Currently only Numeric-like object supported. + +:: + + PyArray_VectorUnaryFunc * + PyArray_GetCastFunc(PyArray_Descr *descr, int type_num) + +Get a cast function to cast from the input descriptor to the +output type_number (must be a registered data-type). +Returns NULL if un-successful. + +:: + + PyObject * + PyArray_FromDims(int NPY_UNUSED(nd) , int *NPY_UNUSED(d) , int + NPY_UNUSED(type) ) + +Deprecated, use PyArray_SimpleNew instead. + +:: + + PyObject * + PyArray_FromDimsAndDataAndDescr(int NPY_UNUSED(nd) , int + *NPY_UNUSED(d) , PyArray_Descr + *descr, char *NPY_UNUSED(data) ) + +Deprecated, use PyArray_NewFromDescr instead. + +:: + + PyObject * + PyArray_FromAny(PyObject *op, PyArray_Descr *newtype, int + min_depth, int max_depth, int flags, PyObject + *context) + +Does not check for NPY_ARRAY_ENSURECOPY and NPY_ARRAY_NOTSWAPPED in flags +Steals a reference to newtype --- which can be NULL + +:: + + PyObject * + PyArray_EnsureArray(PyObject *op) + +This is a quick wrapper around +PyArray_FromAny(op, NULL, 0, 0, NPY_ARRAY_ENSUREARRAY, NULL) +that special cases Arrays and PyArray_Scalars up front +It *steals a reference* to the object +It also guarantees that the result is PyArray_Type +Because it decrefs op if any conversion needs to take place +so it can be used like PyArray_EnsureArray(some_function(...)) + +:: + + PyObject * + PyArray_EnsureAnyArray(PyObject *op) + + +:: + + PyObject * + PyArray_FromFile(FILE *fp, PyArray_Descr *dtype, npy_intp num, char + *sep) + + +Given a ``FILE *`` pointer ``fp``, and a ``PyArray_Descr``, return an +array corresponding to the data encoded in that file. + +The reference to `dtype` is stolen (it is possible that the passed in +dtype is not held on to). + +The number of elements to read is given as ``num``; if it is < 0, then +then as many as possible are read. + +If ``sep`` is NULL or empty, then binary data is assumed, else +text data, with ``sep`` as the separator between elements. Whitespace in +the separator matches any length of whitespace in the text, and a match +for whitespace around the separator is added. + +For memory-mapped files, use the buffer interface. No more data than +necessary is read by this routine. + +:: + + PyObject * + PyArray_FromString(char *data, npy_intp slen, PyArray_Descr + *dtype, npy_intp num, char *sep) + + +Given a pointer to a string ``data``, a string length ``slen``, and +a ``PyArray_Descr``, return an array corresponding to the data +encoded in that string. + +If the dtype is NULL, the default array type is used (double). +If non-null, the reference is stolen. + +If ``slen`` is < 0, then the end of string is used for text data. +It is an error for ``slen`` to be < 0 for binary data (since embedded NULLs +would be the norm). + +The number of elements to read is given as ``num``; if it is < 0, then +then as many as possible are read. + +If ``sep`` is NULL or empty, then binary data is assumed, else +text data, with ``sep`` as the separator between elements. Whitespace in +the separator matches any length of whitespace in the text, and a match +for whitespace around the separator is added. + +:: + + PyObject * + PyArray_FromBuffer(PyObject *buf, PyArray_Descr *type, npy_intp + count, npy_intp offset) + + +:: + + PyObject * + PyArray_FromIter(PyObject *obj, PyArray_Descr *dtype, npy_intp count) + + +steals a reference to dtype (which cannot be NULL) + +:: + + PyObject * + PyArray_Return(PyArrayObject *mp) + + +Return either an array or the appropriate Python object if the array +is 0d and matches a Python type. +steals reference to mp + +:: + + PyObject * + PyArray_GetField(PyArrayObject *self, PyArray_Descr *typed, int + offset) + +Get a subset of bytes from each element of the array +steals reference to typed, must not be NULL + +:: + + int + PyArray_SetField(PyArrayObject *self, PyArray_Descr *dtype, int + offset, PyObject *val) + +Set a subset of bytes from each element of the array +steals reference to dtype, must not be NULL + +:: + + PyObject * + PyArray_Byteswap(PyArrayObject *self, npy_bool inplace) + + +:: + + PyObject * + PyArray_Resize(PyArrayObject *self, PyArray_Dims *newshape, int + refcheck, NPY_ORDER NPY_UNUSED(order) ) + +Resize (reallocate data). Only works if nothing else is referencing this +array and it is contiguous. If refcheck is 0, then the reference count is +not checked and assumed to be 1. You still must own this data and have no +weak-references and no base object. + +:: + + int + PyArray_MoveInto(PyArrayObject *dst, PyArrayObject *src) + +Move the memory of one array into another, allowing for overlapping data. + +Returns 0 on success, negative on failure. + +:: + + int + PyArray_CopyInto(PyArrayObject *dst, PyArrayObject *src) + +Copy an Array into another array. +Broadcast to the destination shape if necessary. + +Returns 0 on success, -1 on failure. + +:: + + int + PyArray_CopyAnyInto(PyArrayObject *dst, PyArrayObject *src) + +Copy an Array into another array -- memory must not overlap +Does not require src and dest to have "broadcastable" shapes +(only the same number of elements). + +TODO: For NumPy 2.0, this could accept an order parameter which +only allows NPY_CORDER and NPY_FORDER. Could also rename +this to CopyAsFlat to make the name more intuitive. + +Returns 0 on success, -1 on error. + +:: + + int + PyArray_CopyObject(PyArrayObject *dest, PyObject *src_object) + + +:: + + PyObject * + PyArray_NewCopy(PyArrayObject *obj, NPY_ORDER order) + +Copy an array. + +:: + + PyObject * + PyArray_ToList(PyArrayObject *self) + +To List + +:: + + PyObject * + PyArray_ToString(PyArrayObject *self, NPY_ORDER order) + + +:: + + int + PyArray_ToFile(PyArrayObject *self, FILE *fp, char *sep, char *format) + +To File + +:: + + int + PyArray_Dump(PyObject *self, PyObject *file, int protocol) + + +:: + + PyObject * + PyArray_Dumps(PyObject *self, int protocol) + + +:: + + int + PyArray_ValidType(int type) + +Is the typenum valid? + +:: + + void + PyArray_UpdateFlags(PyArrayObject *ret, int flagmask) + +Update Several Flags at once. + +:: + + PyObject * + PyArray_New(PyTypeObject *subtype, int nd, npy_intp const *dims, int + type_num, npy_intp const *strides, void *data, int + itemsize, int flags, PyObject *obj) + +Generic new array creation routine. + +:: + + PyObject * + PyArray_NewFromDescr(PyTypeObject *subtype, PyArray_Descr *descr, int + nd, npy_intp const *dims, npy_intp const + *strides, void *data, int flags, PyObject *obj) + +Generic new array creation routine. + +steals a reference to descr. On failure or when dtype->subarray is +true, dtype will be decrefed. + +:: + + PyArray_Descr * + PyArray_DescrNew(PyArray_Descr *base) + +base cannot be NULL + +:: + + PyArray_Descr * + PyArray_DescrNewFromType(int type_num) + + +:: + + double + PyArray_GetPriority(PyObject *obj, double default_) + +Get Priority from object + +:: + + PyObject * + PyArray_IterNew(PyObject *obj) + +Get Iterator. + +:: + + PyObject* + PyArray_MultiIterNew(int n, ... ) + +Get MultiIterator, + +:: + + int + PyArray_PyIntAsInt(PyObject *o) + + +:: + + npy_intp + PyArray_PyIntAsIntp(PyObject *o) + + +:: + + int + PyArray_Broadcast(PyArrayMultiIterObject *mit) + + +:: + + void + PyArray_FillObjectArray(PyArrayObject *arr, PyObject *obj) + +Assumes contiguous + +:: + + int + PyArray_FillWithScalar(PyArrayObject *arr, PyObject *obj) + + +:: + + npy_bool + PyArray_CheckStrides(int elsize, int nd, npy_intp numbytes, npy_intp + offset, npy_intp const *dims, npy_intp const + *newstrides) + + +:: + + PyArray_Descr * + PyArray_DescrNewByteorder(PyArray_Descr *self, char newendian) + + +returns a copy of the PyArray_Descr structure with the byteorder +altered: +no arguments: The byteorder is swapped (in all subfields as well) +single argument: The byteorder is forced to the given state +(in all subfields as well) + +Valid states: ('big', '>') or ('little' or '<') +('native', or '=') + +If a descr structure with | is encountered it's own +byte-order is not changed but any fields are: + + +Deep bytorder change of a data-type descriptor +Leaves reference count of self unchanged --- does not DECREF self *** + +:: + + PyObject * + PyArray_IterAllButAxis(PyObject *obj, int *inaxis) + +Get Iterator that iterates over all but one axis (don't use this with +PyArray_ITER_GOTO1D). The axis will be over-written if negative +with the axis having the smallest stride. + +:: + + PyObject * + PyArray_CheckFromAny(PyObject *op, PyArray_Descr *descr, int + min_depth, int max_depth, int requires, PyObject + *context) + +steals a reference to descr -- accepts NULL + +:: + + PyObject * + PyArray_FromArray(PyArrayObject *arr, PyArray_Descr *newtype, int + flags) + +steals reference to newtype --- acc. NULL + +:: + + PyObject * + PyArray_FromInterface(PyObject *origin) + + +:: + + PyObject * + PyArray_FromStructInterface(PyObject *input) + + +:: + + PyObject * + PyArray_FromArrayAttr(PyObject *op, PyArray_Descr *typecode, PyObject + *context) + + +:: + + NPY_SCALARKIND + PyArray_ScalarKind(int typenum, PyArrayObject **arr) + +ScalarKind + +Returns the scalar kind of a type number, with an +optional tweak based on the scalar value itself. +If no scalar is provided, it returns INTPOS_SCALAR +for both signed and unsigned integers, otherwise +it checks the sign of any signed integer to choose +INTNEG_SCALAR when appropriate. + +:: + + int + PyArray_CanCoerceScalar(int thistype, int neededtype, NPY_SCALARKIND + scalar) + + +Determines whether the data type 'thistype', with +scalar kind 'scalar', can be coerced into 'neededtype'. + +:: + + PyObject * + PyArray_NewFlagsObject(PyObject *obj) + + +Get New ArrayFlagsObject + +:: + + npy_bool + PyArray_CanCastScalar(PyTypeObject *from, PyTypeObject *to) + +See if array scalars can be cast. + +TODO: For NumPy 2.0, add a NPY_CASTING parameter. + +:: + + int + PyArray_CompareUCS4(npy_ucs4 const *s1, npy_ucs4 const *s2, size_t + len) + + +:: + + int + PyArray_RemoveSmallest(PyArrayMultiIterObject *multi) + +Adjusts previously broadcasted iterators so that the axis with +the smallest sum of iterator strides is not iterated over. +Returns dimension which is smallest in the range [0,multi->nd). +A -1 is returned if multi->nd == 0. + +don't use with PyArray_ITER_GOTO1D because factors are not adjusted + +:: + + int + PyArray_ElementStrides(PyObject *obj) + + +:: + + void + PyArray_Item_INCREF(char *data, PyArray_Descr *descr) + +XINCREF all objects in a single array item. This is complicated for +structured datatypes where the position of objects needs to be extracted. +The function is execute recursively for each nested field or subarrays dtype +such as as `np.dtype([("field1", "O"), ("field2", "f,O", (3,2))])` + +:: + + void + PyArray_Item_XDECREF(char *data, PyArray_Descr *descr) + + +XDECREF all objects in a single array item. This is complicated for +structured datatypes where the position of objects needs to be extracted. +The function is execute recursively for each nested field or subarrays dtype +such as as `np.dtype([("field1", "O"), ("field2", "f,O", (3,2))])` + +:: + + PyObject * + PyArray_FieldNames(PyObject *fields) + +Return the tuple of ordered field names from a dictionary. + +:: + + PyObject * + PyArray_Transpose(PyArrayObject *ap, PyArray_Dims *permute) + +Return Transpose. + +:: + + PyObject * + PyArray_TakeFrom(PyArrayObject *self0, PyObject *indices0, int + axis, PyArrayObject *out, NPY_CLIPMODE clipmode) + +Take + +:: + + PyObject * + PyArray_PutTo(PyArrayObject *self, PyObject*values0, PyObject + *indices0, NPY_CLIPMODE clipmode) + +Put values into an array + +:: + + PyObject * + PyArray_PutMask(PyArrayObject *self, PyObject*values0, PyObject*mask0) + +Put values into an array according to a mask. + +:: + + PyObject * + PyArray_Repeat(PyArrayObject *aop, PyObject *op, int axis) + +Repeat the array. + +:: + + PyObject * + PyArray_Choose(PyArrayObject *ip, PyObject *op, PyArrayObject + *out, NPY_CLIPMODE clipmode) + + +:: + + int + PyArray_Sort(PyArrayObject *op, int axis, NPY_SORTKIND which) + +Sort an array in-place + +:: + + PyObject * + PyArray_ArgSort(PyArrayObject *op, int axis, NPY_SORTKIND which) + +ArgSort an array + +:: + + PyObject * + PyArray_SearchSorted(PyArrayObject *op1, PyObject *op2, NPY_SEARCHSIDE + side, PyObject *perm) + + +Search the sorted array op1 for the location of the items in op2. The +result is an array of indexes, one for each element in op2, such that if +the item were to be inserted in op1 just before that index the array +would still be in sorted order. + +Parameters +---------- +op1 : PyArrayObject * +Array to be searched, must be 1-D. +op2 : PyObject * +Array of items whose insertion indexes in op1 are wanted +side : {NPY_SEARCHLEFT, NPY_SEARCHRIGHT} +If NPY_SEARCHLEFT, return first valid insertion indexes +If NPY_SEARCHRIGHT, return last valid insertion indexes +perm : PyObject * +Permutation array that sorts op1 (optional) + +Returns +------- +ret : PyObject * +New reference to npy_intp array containing indexes where items in op2 +could be validly inserted into op1. NULL on error. + +Notes +----- +Binary search is used to find the indexes. + +:: + + PyObject * + PyArray_ArgMax(PyArrayObject *op, int axis, PyArrayObject *out) + +ArgMax + +:: + + PyObject * + PyArray_ArgMin(PyArrayObject *op, int axis, PyArrayObject *out) + +ArgMin + +:: + + PyObject * + PyArray_Reshape(PyArrayObject *self, PyObject *shape) + +Reshape + +:: + + PyObject * + PyArray_Newshape(PyArrayObject *self, PyArray_Dims *newdims, NPY_ORDER + order) + +New shape for an array + +:: + + PyObject * + PyArray_Squeeze(PyArrayObject *self) + + +return a new view of the array object with all of its unit-length +dimensions squeezed out if needed, otherwise +return the same array. + +:: + + PyObject * + PyArray_View(PyArrayObject *self, PyArray_Descr *type, PyTypeObject + *pytype) + +View +steals a reference to type -- accepts NULL + +:: + + PyObject * + PyArray_SwapAxes(PyArrayObject *ap, int a1, int a2) + +SwapAxes + +:: + + PyObject * + PyArray_Max(PyArrayObject *ap, int axis, PyArrayObject *out) + +Max + +:: + + PyObject * + PyArray_Min(PyArrayObject *ap, int axis, PyArrayObject *out) + +Min + +:: + + PyObject * + PyArray_Ptp(PyArrayObject *ap, int axis, PyArrayObject *out) + +Ptp + +:: + + PyObject * + PyArray_Mean(PyArrayObject *self, int axis, int rtype, PyArrayObject + *out) + +Mean + +:: + + PyObject * + PyArray_Trace(PyArrayObject *self, int offset, int axis1, int + axis2, int rtype, PyArrayObject *out) + +Trace + +:: + + PyObject * + PyArray_Diagonal(PyArrayObject *self, int offset, int axis1, int + axis2) + +Diagonal + +In NumPy versions prior to 1.7, this function always returned a copy of +the diagonal array. In 1.7, the code has been updated to compute a view +onto 'self', but it still copies this array before returning, as well as +setting the internal WARN_ON_WRITE flag. In a future version, it will +simply return a view onto self. + +:: + + PyObject * + PyArray_Clip(PyArrayObject *self, PyObject *min, PyObject + *max, PyArrayObject *out) + +Clip + +:: + + PyObject * + PyArray_Conjugate(PyArrayObject *self, PyArrayObject *out) + +Conjugate + +:: + + PyObject * + PyArray_Nonzero(PyArrayObject *self) + +Nonzero + +TODO: In NumPy 2.0, should make the iteration order a parameter. + +:: + + PyObject * + PyArray_Std(PyArrayObject *self, int axis, int rtype, PyArrayObject + *out, int variance) + +Set variance to 1 to by-pass square-root calculation and return variance +Std + +:: + + PyObject * + PyArray_Sum(PyArrayObject *self, int axis, int rtype, PyArrayObject + *out) + +Sum + +:: + + PyObject * + PyArray_CumSum(PyArrayObject *self, int axis, int rtype, PyArrayObject + *out) + +CumSum + +:: + + PyObject * + PyArray_Prod(PyArrayObject *self, int axis, int rtype, PyArrayObject + *out) + +Prod + +:: + + PyObject * + PyArray_CumProd(PyArrayObject *self, int axis, int + rtype, PyArrayObject *out) + +CumProd + +:: + + PyObject * + PyArray_All(PyArrayObject *self, int axis, PyArrayObject *out) + +All + +:: + + PyObject * + PyArray_Any(PyArrayObject *self, int axis, PyArrayObject *out) + +Any + +:: + + PyObject * + PyArray_Compress(PyArrayObject *self, PyObject *condition, int + axis, PyArrayObject *out) + +Compress + +:: + + PyObject * + PyArray_Flatten(PyArrayObject *a, NPY_ORDER order) + +Flatten + +:: + + PyObject * + PyArray_Ravel(PyArrayObject *arr, NPY_ORDER order) + +Ravel +Returns a contiguous array + +:: + + npy_intp + PyArray_MultiplyList(npy_intp const *l1, int n) + +Multiply a List + +:: + + int + PyArray_MultiplyIntList(int const *l1, int n) + +Multiply a List of ints + +:: + + void * + PyArray_GetPtr(PyArrayObject *obj, npy_intp const*ind) + +Produce a pointer into array + +:: + + int + PyArray_CompareLists(npy_intp const *l1, npy_intp const *l2, int n) + +Compare Lists + +:: + + int + PyArray_AsCArray(PyObject **op, void *ptr, npy_intp *dims, int + nd, PyArray_Descr*typedescr) + +Simulate a C-array +steals a reference to typedescr -- can be NULL + +:: + + int + PyArray_As1D(PyObject **NPY_UNUSED(op) , char **NPY_UNUSED(ptr) , int + *NPY_UNUSED(d1) , int NPY_UNUSED(typecode) ) + +Convert to a 1D C-array + +:: + + int + PyArray_As2D(PyObject **NPY_UNUSED(op) , char ***NPY_UNUSED(ptr) , int + *NPY_UNUSED(d1) , int *NPY_UNUSED(d2) , int + NPY_UNUSED(typecode) ) + +Convert to a 2D C-array + +:: + + int + PyArray_Free(PyObject *op, void *ptr) + +Free pointers created if As2D is called + +:: + + int + PyArray_Converter(PyObject *object, PyObject **address) + + +Useful to pass as converter function for O& processing in PyArgs_ParseTuple. + +This conversion function can be used with the "O&" argument for +PyArg_ParseTuple. It will immediately return an object of array type +or will convert to a NPY_ARRAY_CARRAY any other object. + +If you use PyArray_Converter, you must DECREF the array when finished +as you get a new reference to it. + +:: + + int + PyArray_IntpFromSequence(PyObject *seq, npy_intp *vals, int maxvals) + +PyArray_IntpFromSequence +Returns the number of integers converted or -1 if an error occurred. +vals must be large enough to hold maxvals + +:: + + PyObject * + PyArray_Concatenate(PyObject *op, int axis) + +Concatenate + +Concatenate an arbitrary Python sequence into an array. +op is a python object supporting the sequence interface. +Its elements will be concatenated together to form a single +multidimensional array. If axis is NPY_MAXDIMS or bigger, then +each sequence object will be flattened before concatenation + +:: + + PyObject * + PyArray_InnerProduct(PyObject *op1, PyObject *op2) + +Numeric.innerproduct(a,v) + +:: + + PyObject * + PyArray_MatrixProduct(PyObject *op1, PyObject *op2) + +Numeric.matrixproduct(a,v) +just like inner product but does the swapaxes stuff on the fly + +:: + + PyObject * + PyArray_CopyAndTranspose(PyObject *op) + +Copy and Transpose + +Could deprecate this function, as there isn't a speed benefit over +calling Transpose and then Copy. + +:: + + PyObject * + PyArray_Correlate(PyObject *op1, PyObject *op2, int mode) + +Numeric.correlate(a1,a2,mode) + +:: + + int + PyArray_TypestrConvert(int itemsize, int gentype) + +Typestr converter + +:: + + int + PyArray_DescrConverter(PyObject *obj, PyArray_Descr **at) + +Get typenum from an object -- None goes to NPY_DEFAULT_TYPE +This function takes a Python object representing a type and converts it +to a the correct PyArray_Descr * structure to describe the type. + +Many objects can be used to represent a data-type which in NumPy is +quite a flexible concept. + +This is the central code that converts Python objects to +Type-descriptor objects that are used throughout numpy. + +Returns a new reference in *at, but the returned should not be +modified as it may be one of the canonical immutable objects or +a reference to the input obj. + +:: + + int + PyArray_DescrConverter2(PyObject *obj, PyArray_Descr **at) + +Get typenum from an object -- None goes to NULL + +:: + + int + PyArray_IntpConverter(PyObject *obj, PyArray_Dims *seq) + +Get intp chunk from sequence + +This function takes a Python sequence object and allocates and +fills in an intp array with the converted values. + +Remember to free the pointer seq.ptr when done using +PyDimMem_FREE(seq.ptr)** + +:: + + int + PyArray_BufferConverter(PyObject *obj, PyArray_Chunk *buf) + +Get buffer chunk from object + +this function takes a Python object which exposes the (single-segment) +buffer interface and returns a pointer to the data segment + +You should increment the reference count by one of buf->base +if you will hang on to a reference + +You only get a borrowed reference to the object. Do not free the +memory... + +:: + + int + PyArray_AxisConverter(PyObject *obj, int *axis) + +Get axis from an object (possibly None) -- a converter function, + +See also PyArray_ConvertMultiAxis, which also handles a tuple of axes. + +:: + + int + PyArray_BoolConverter(PyObject *object, npy_bool *val) + +Convert an object to true / false + +:: + + int + PyArray_ByteorderConverter(PyObject *obj, char *endian) + +Convert object to endian + +:: + + int + PyArray_OrderConverter(PyObject *object, NPY_ORDER *val) + +Convert an object to FORTRAN / C / ANY / KEEP + +:: + + unsigned char + PyArray_EquivTypes(PyArray_Descr *type1, PyArray_Descr *type2) + + +This function returns true if the two typecodes are +equivalent (same basic kind and same itemsize). + +:: + + PyObject * + PyArray_Zeros(int nd, npy_intp const *dims, PyArray_Descr *type, int + is_f_order) + +Zeros + +steals a reference to type. On failure or when dtype->subarray is +true, dtype will be decrefed. +accepts NULL type + +:: + + PyObject * + PyArray_Empty(int nd, npy_intp const *dims, PyArray_Descr *type, int + is_f_order) + +Empty + +accepts NULL type +steals a reference to type + +:: + + PyObject * + PyArray_Where(PyObject *condition, PyObject *x, PyObject *y) + +Where + +:: + + PyObject * + PyArray_Arange(double start, double stop, double step, int type_num) + +Arange, + +:: + + PyObject * + PyArray_ArangeObj(PyObject *start, PyObject *stop, PyObject + *step, PyArray_Descr *dtype) + + +ArangeObj, + +this doesn't change the references + +:: + + int + PyArray_SortkindConverter(PyObject *obj, NPY_SORTKIND *sortkind) + +Convert object to sort kind + +:: + + PyObject * + PyArray_LexSort(PyObject *sort_keys, int axis) + +LexSort an array providing indices that will sort a collection of arrays +lexicographically. The first key is sorted on first, followed by the second key +-- requires that arg"merge"sort is available for each sort_key + +Returns an index array that shows the indexes for the lexicographic sort along +the given axis. + +:: + + PyObject * + PyArray_Round(PyArrayObject *a, int decimals, PyArrayObject *out) + +Round + +:: + + unsigned char + PyArray_EquivTypenums(int typenum1, int typenum2) + + +:: + + int + PyArray_RegisterDataType(PyArray_Descr *descr) + +Register Data type +Does not change the reference count of descr + +:: + + int + PyArray_RegisterCastFunc(PyArray_Descr *descr, int + totype, PyArray_VectorUnaryFunc *castfunc) + +Register Casting Function +Replaces any function currently stored. + +:: + + int + PyArray_RegisterCanCast(PyArray_Descr *descr, int + totype, NPY_SCALARKIND scalar) + +Register a type number indicating that a descriptor can be cast +to it safely + +:: + + void + PyArray_InitArrFuncs(PyArray_ArrFuncs *f) + +Initialize arrfuncs to NULL + +:: + + PyObject * + PyArray_IntTupleFromIntp(int len, npy_intp const *vals) + +PyArray_IntTupleFromIntp + +:: + + int + PyArray_TypeNumFromName(char const *str) + + +:: + + int + PyArray_ClipmodeConverter(PyObject *object, NPY_CLIPMODE *val) + +Convert an object to NPY_RAISE / NPY_CLIP / NPY_WRAP + +:: + + int + PyArray_OutputConverter(PyObject *object, PyArrayObject **address) + +Useful to pass as converter function for O& processing in +PyArgs_ParseTuple for output arrays + +:: + + PyObject * + PyArray_BroadcastToShape(PyObject *obj, npy_intp *dims, int nd) + +Get Iterator broadcast to a particular shape + +:: + + void + _PyArray_SigintHandler(int signum) + + +:: + + void* + _PyArray_GetSigintBuf(void ) + + +:: + + int + PyArray_DescrAlignConverter(PyObject *obj, PyArray_Descr **at) + + +Get type-descriptor from an object forcing alignment if possible +None goes to DEFAULT type. + +any object with the .fields attribute and/or .itemsize attribute (if the +.fields attribute does not give the total size -- i.e. a partial record +naming). If itemsize is given it must be >= size computed from fields + +The .fields attribute must return a convertible dictionary if present. +Result inherits from NPY_VOID. + +:: + + int + PyArray_DescrAlignConverter2(PyObject *obj, PyArray_Descr **at) + + +Get type-descriptor from an object forcing alignment if possible +None goes to NULL. + +:: + + int + PyArray_SearchsideConverter(PyObject *obj, void *addr) + +Convert object to searchsorted side + +:: + + PyObject * + PyArray_CheckAxis(PyArrayObject *arr, int *axis, int flags) + +PyArray_CheckAxis + +check that axis is valid +convert 0-d arrays to 1-d arrays + +:: + + npy_intp + PyArray_OverflowMultiplyList(npy_intp const *l1, int n) + +Multiply a List of Non-negative numbers with over-flow detection. + +:: + + int + PyArray_CompareString(const char *s1, const char *s2, size_t len) + + +:: + + PyObject* + PyArray_MultiIterFromObjects(PyObject **mps, int n, int nadd, ... ) + +Get MultiIterator from array of Python objects and any additional + +PyObject **mps - array of PyObjects +int n - number of PyObjects in the array +int nadd - number of additional arrays to include in the iterator. + +Returns a multi-iterator object. + +:: + + int + PyArray_GetEndianness(void ) + + +:: + + unsigned int + PyArray_GetNDArrayCFeatureVersion(void ) + +Returns the built-in (at compilation time) C API version + +:: + + PyObject * + PyArray_Correlate2(PyObject *op1, PyObject *op2, int mode) + +correlate(a1,a2,mode) + +This function computes the usual correlation (correlate(a1, a2) != +correlate(a2, a1), and conjugate the second argument for complex inputs + +:: + + PyObject* + PyArray_NeighborhoodIterNew(PyArrayIterObject *x, const npy_intp + *bounds, int mode, PyArrayObject*fill) + +A Neighborhood Iterator object. + +:: + + void + PyArray_SetDatetimeParseFunction(PyObject *NPY_UNUSED(op) ) + +This function is scheduled to be removed + +TO BE REMOVED - NOT USED INTERNALLY. + +:: + + void + PyArray_DatetimeToDatetimeStruct(npy_datetime NPY_UNUSED(val) + , NPY_DATETIMEUNIT NPY_UNUSED(fr) + , npy_datetimestruct *result) + +Fill the datetime struct from the value and resolution unit. + +TO BE REMOVED - NOT USED INTERNALLY. + +:: + + void + PyArray_TimedeltaToTimedeltaStruct(npy_timedelta NPY_UNUSED(val) + , NPY_DATETIMEUNIT NPY_UNUSED(fr) + , npy_timedeltastruct *result) + +Fill the timedelta struct from the timedelta value and resolution unit. + +TO BE REMOVED - NOT USED INTERNALLY. + +:: + + npy_datetime + PyArray_DatetimeStructToDatetime(NPY_DATETIMEUNIT NPY_UNUSED(fr) + , npy_datetimestruct *NPY_UNUSED(d) ) + +Create a datetime value from a filled datetime struct and resolution unit. + +TO BE REMOVED - NOT USED INTERNALLY. + +:: + + npy_datetime + PyArray_TimedeltaStructToTimedelta(NPY_DATETIMEUNIT NPY_UNUSED(fr) + , npy_timedeltastruct + *NPY_UNUSED(d) ) + +Create a timdelta value from a filled timedelta struct and resolution unit. + +TO BE REMOVED - NOT USED INTERNALLY. + +:: + + NpyIter * + NpyIter_New(PyArrayObject *op, npy_uint32 flags, NPY_ORDER + order, NPY_CASTING casting, PyArray_Descr*dtype) + +Allocate a new iterator for one array object. + +:: + + NpyIter * + NpyIter_MultiNew(int nop, PyArrayObject **op_in, npy_uint32 + flags, NPY_ORDER order, NPY_CASTING + casting, npy_uint32 *op_flags, PyArray_Descr + **op_request_dtypes) + +Allocate a new iterator for more than one array object, using +standard NumPy broadcasting rules and the default buffer size. + +:: + + NpyIter * + NpyIter_AdvancedNew(int nop, PyArrayObject **op_in, npy_uint32 + flags, NPY_ORDER order, NPY_CASTING + casting, npy_uint32 *op_flags, PyArray_Descr + **op_request_dtypes, int oa_ndim, int + **op_axes, npy_intp *itershape, npy_intp + buffersize) + +Allocate a new iterator for multiple array objects, and advanced +options for controlling the broadcasting, shape, and buffer size. + +:: + + NpyIter * + NpyIter_Copy(NpyIter *iter) + +Makes a copy of the iterator + +:: + + int + NpyIter_Deallocate(NpyIter *iter) + +Deallocate an iterator. + +To correctly work when an error is in progress, we have to check +`PyErr_Occurred()`. This is necessary when buffers are not finalized +or WritebackIfCopy is used. We could avoid that check by exposing a new +function which is passed in whether or not a Python error is already set. + +:: + + npy_bool + NpyIter_HasDelayedBufAlloc(NpyIter *iter) + +Whether the buffer allocation is being delayed + +:: + + npy_bool + NpyIter_HasExternalLoop(NpyIter *iter) + +Whether the iterator handles the inner loop + +:: + + int + NpyIter_EnableExternalLoop(NpyIter *iter) + +Removes the inner loop handling (so HasExternalLoop returns true) + +:: + + npy_intp * + NpyIter_GetInnerStrideArray(NpyIter *iter) + +Get the array of strides for the inner loop (when HasExternalLoop is true) + +This function may be safely called without holding the Python GIL. + +:: + + npy_intp * + NpyIter_GetInnerLoopSizePtr(NpyIter *iter) + +Get a pointer to the size of the inner loop (when HasExternalLoop is true) + +This function may be safely called without holding the Python GIL. + +:: + + int + NpyIter_Reset(NpyIter *iter, char **errmsg) + +Resets the iterator to its initial state + +The use of errmsg is discouraged, it cannot be guaranteed that the GIL +will not be grabbed on casting errors even when this is passed. + +If errmsg is non-NULL, it should point to a variable which will +receive the error message, and no Python exception will be set. +This is so that the function can be called from code not holding +the GIL. Note that cast errors may still lead to the GIL being +grabbed temporarily. + +:: + + int + NpyIter_ResetBasePointers(NpyIter *iter, char **baseptrs, char + **errmsg) + +Resets the iterator to its initial state, with new base data pointers. +This function requires great caution. + +If errmsg is non-NULL, it should point to a variable which will +receive the error message, and no Python exception will be set. +This is so that the function can be called from code not holding +the GIL. Note that cast errors may still lead to the GIL being +grabbed temporarily. + +:: + + int + NpyIter_ResetToIterIndexRange(NpyIter *iter, npy_intp istart, npy_intp + iend, char **errmsg) + +Resets the iterator to a new iterator index range + +If errmsg is non-NULL, it should point to a variable which will +receive the error message, and no Python exception will be set. +This is so that the function can be called from code not holding +the GIL. Note that cast errors may still lead to the GIL being +grabbed temporarily. + +:: + + int + NpyIter_GetNDim(NpyIter *iter) + +Gets the number of dimensions being iterated + +:: + + int + NpyIter_GetNOp(NpyIter *iter) + +Gets the number of operands being iterated + +:: + + NpyIter_IterNextFunc * + NpyIter_GetIterNext(NpyIter *iter, char **errmsg) + +Compute the specialized iteration function for an iterator + +If errmsg is non-NULL, it should point to a variable which will +receive the error message, and no Python exception will be set. +This is so that the function can be called from code not holding +the GIL. + +:: + + npy_intp + NpyIter_GetIterSize(NpyIter *iter) + +Gets the number of elements being iterated + +:: + + void + NpyIter_GetIterIndexRange(NpyIter *iter, npy_intp *istart, npy_intp + *iend) + +Gets the range of iteration indices being iterated + +:: + + npy_intp + NpyIter_GetIterIndex(NpyIter *iter) + +Gets the current iteration index + +:: + + int + NpyIter_GotoIterIndex(NpyIter *iter, npy_intp iterindex) + +Sets the iterator position to the specified iterindex, +which matches the iteration order of the iterator. + +Returns NPY_SUCCEED on success, NPY_FAIL on failure. + +:: + + npy_bool + NpyIter_HasMultiIndex(NpyIter *iter) + +Whether the iterator is tracking a multi-index + +:: + + int + NpyIter_GetShape(NpyIter *iter, npy_intp *outshape) + +Gets the broadcast shape if a multi-index is being tracked by the iterator, +otherwise gets the shape of the iteration as Fortran-order +(fastest-changing index first). + +The reason Fortran-order is returned when a multi-index +is not enabled is that this is providing a direct view into how +the iterator traverses the n-dimensional space. The iterator organizes +its memory from fastest index to slowest index, and when +a multi-index is enabled, it uses a permutation to recover the original +order. + +Returns NPY_SUCCEED or NPY_FAIL. + +:: + + NpyIter_GetMultiIndexFunc * + NpyIter_GetGetMultiIndex(NpyIter *iter, char **errmsg) + +Compute a specialized get_multi_index function for the iterator + +If errmsg is non-NULL, it should point to a variable which will +receive the error message, and no Python exception will be set. +This is so that the function can be called from code not holding +the GIL. + +:: + + int + NpyIter_GotoMultiIndex(NpyIter *iter, npy_intp const *multi_index) + +Sets the iterator to the specified multi-index, which must have the +correct number of entries for 'ndim'. It is only valid +when NPY_ITER_MULTI_INDEX was passed to the constructor. This operation +fails if the multi-index is out of bounds. + +Returns NPY_SUCCEED on success, NPY_FAIL on failure. + +:: + + int + NpyIter_RemoveMultiIndex(NpyIter *iter) + +Removes multi-index support from an iterator. + +Returns NPY_SUCCEED or NPY_FAIL. + +:: + + npy_bool + NpyIter_HasIndex(NpyIter *iter) + +Whether the iterator is tracking an index + +:: + + npy_bool + NpyIter_IsBuffered(NpyIter *iter) + +Whether the iterator is buffered + +:: + + npy_bool + NpyIter_IsGrowInner(NpyIter *iter) + +Whether the inner loop can grow if buffering is unneeded + +:: + + npy_intp + NpyIter_GetBufferSize(NpyIter *iter) + +Gets the size of the buffer, or 0 if buffering is not enabled + +:: + + npy_intp * + NpyIter_GetIndexPtr(NpyIter *iter) + +Get a pointer to the index, if it is being tracked + +:: + + int + NpyIter_GotoIndex(NpyIter *iter, npy_intp flat_index) + +If the iterator is tracking an index, sets the iterator +to the specified index. + +Returns NPY_SUCCEED on success, NPY_FAIL on failure. + +:: + + char ** + NpyIter_GetDataPtrArray(NpyIter *iter) + +Get the array of data pointers (1 per object being iterated) + +This function may be safely called without holding the Python GIL. + +:: + + PyArray_Descr ** + NpyIter_GetDescrArray(NpyIter *iter) + +Get the array of data type pointers (1 per object being iterated) + +:: + + PyArrayObject ** + NpyIter_GetOperandArray(NpyIter *iter) + +Get the array of objects being iterated + +:: + + PyArrayObject * + NpyIter_GetIterView(NpyIter *iter, npy_intp i) + +Returns a view to the i-th object with the iterator's internal axes + +:: + + void + NpyIter_GetReadFlags(NpyIter *iter, char *outreadflags) + +Gets an array of read flags (1 per object being iterated) + +:: + + void + NpyIter_GetWriteFlags(NpyIter *iter, char *outwriteflags) + +Gets an array of write flags (1 per object being iterated) + +:: + + void + NpyIter_DebugPrint(NpyIter *iter) + +For debugging + +:: + + npy_bool + NpyIter_IterationNeedsAPI(NpyIter *iter) + +Whether the iteration loop, and in particular the iternext() +function, needs API access. If this is true, the GIL must +be retained while iterating. + +:: + + void + NpyIter_GetInnerFixedStrideArray(NpyIter *iter, npy_intp *out_strides) + +Get an array of strides which are fixed. Any strides which may +change during iteration receive the value NPY_MAX_INTP. Once +the iterator is ready to iterate, call this to get the strides +which will always be fixed in the inner loop, then choose optimized +inner loop functions which take advantage of those fixed strides. + +This function may be safely called without holding the Python GIL. + +:: + + int + NpyIter_RemoveAxis(NpyIter *iter, int axis) + +Removes an axis from iteration. This requires that NPY_ITER_MULTI_INDEX +was set for iterator creation, and does not work if buffering is +enabled. This function also resets the iterator to its initial state. + +Returns NPY_SUCCEED or NPY_FAIL. + +:: + + npy_intp * + NpyIter_GetAxisStrideArray(NpyIter *iter, int axis) + +Gets the array of strides for the specified axis. +If the iterator is tracking a multi-index, gets the strides +for the axis specified, otherwise gets the strides for +the iteration axis as Fortran order (fastest-changing axis first). + +Returns NULL if an error occurs. + +:: + + npy_bool + NpyIter_RequiresBuffering(NpyIter *iter) + +Whether the iteration could be done with no buffering. + +:: + + char ** + NpyIter_GetInitialDataPtrArray(NpyIter *iter) + +Get the array of data pointers (1 per object being iterated), +directly into the arrays (never pointing to a buffer), for starting +unbuffered iteration. This always returns the addresses for the +iterator position as reset to iterator index 0. + +These pointers are different from the pointers accepted by +NpyIter_ResetBasePointers, because the direction along some +axes may have been reversed, requiring base offsets. + +This function may be safely called without holding the Python GIL. + +:: + + int + NpyIter_CreateCompatibleStrides(NpyIter *iter, npy_intp + itemsize, npy_intp *outstrides) + +Builds a set of strides which are the same as the strides of an +output array created using the NPY_ITER_ALLOCATE flag, where NULL +was passed for op_axes. This is for data packed contiguously, +but not necessarily in C or Fortran order. This should be used +together with NpyIter_GetShape and NpyIter_GetNDim. + +A use case for this function is to match the shape and layout of +the iterator and tack on one or more dimensions. For example, +in order to generate a vector per input value for a numerical gradient, +you pass in ndim*itemsize for itemsize, then add another dimension to +the end with size ndim and stride itemsize. To do the Hessian matrix, +you do the same thing but add two dimensions, or take advantage of +the symmetry and pack it into 1 dimension with a particular encoding. + +This function may only be called if the iterator is tracking a multi-index +and if NPY_ITER_DONT_NEGATE_STRIDES was used to prevent an axis from +being iterated in reverse order. + +If an array is created with this method, simply adding 'itemsize' +for each iteration will traverse the new array matching the +iterator. + +Returns NPY_SUCCEED or NPY_FAIL. + +:: + + int + PyArray_CastingConverter(PyObject *obj, NPY_CASTING *casting) + +Convert any Python object, *obj*, to an NPY_CASTING enum. + +:: + + npy_intp + PyArray_CountNonzero(PyArrayObject *self) + +Counts the number of non-zero elements in the array. + +Returns -1 on error. + +:: + + PyArray_Descr * + PyArray_PromoteTypes(PyArray_Descr *type1, PyArray_Descr *type2) + +Produces the smallest size and lowest kind type to which both +input types can be cast. + +:: + + PyArray_Descr * + PyArray_MinScalarType(PyArrayObject *arr) + +If arr is a scalar (has 0 dimensions) with a built-in number data type, +finds the smallest type size/kind which can still represent its data. +Otherwise, returns the array's data type. + + +:: + + PyArray_Descr * + PyArray_ResultType(npy_intp narrs, PyArrayObject *arrs[] , npy_intp + ndtypes, PyArray_Descr *descrs[] ) + + +Produces the result type of a bunch of inputs, using the same rules +as `np.result_type`. + +NOTE: This function is expected to through a transitional period or +change behaviour. DTypes should always be strictly enforced for +0-D arrays, while "weak DTypes" will be used to represent Python +integers, floats, and complex in all cases. +(Within this function, these are currently flagged on the array +object to work through `np.result_type`, this may change.) + +Until a time where this transition is complete, we probably cannot +add new "weak DTypes" or allow users to create their own. + +:: + + npy_bool + PyArray_CanCastArrayTo(PyArrayObject *arr, PyArray_Descr + *to, NPY_CASTING casting) + +Returns 1 if the array object may be cast to the given data type using +the casting rule, 0 otherwise. This differs from PyArray_CanCastTo in +that it handles scalar arrays (0 dimensions) specially, by checking +their value. + +:: + + npy_bool + PyArray_CanCastTypeTo(PyArray_Descr *from, PyArray_Descr + *to, NPY_CASTING casting) + +Returns true if data of type 'from' may be cast to data of type +'to' according to the rule 'casting'. + +:: + + PyArrayObject * + PyArray_EinsteinSum(char *subscripts, npy_intp nop, PyArrayObject + **op_in, PyArray_Descr *dtype, NPY_ORDER + order, NPY_CASTING casting, PyArrayObject *out) + +This function provides summation of array elements according to +the Einstein summation convention. For example: +- trace(a) -> einsum("ii", a) +- transpose(a) -> einsum("ji", a) +- multiply(a,b) -> einsum(",", a, b) +- inner(a,b) -> einsum("i,i", a, b) +- outer(a,b) -> einsum("i,j", a, b) +- matvec(a,b) -> einsum("ij,j", a, b) +- matmat(a,b) -> einsum("ij,jk", a, b) + +subscripts: The string of subscripts for einstein summation. +nop: The number of operands +op_in: The array of operands +dtype: Either NULL, or the data type to force the calculation as. +order: The order for the calculation/the output axes. +casting: What kind of casts should be permitted. +out: Either NULL, or an array into which the output should be placed. + +By default, the labels get placed in alphabetical order +at the end of the output. So, if c = einsum("i,j", a, b) +then c[i,j] == a[i]*b[j], but if c = einsum("j,i", a, b) +then c[i,j] = a[j]*b[i]. + +Alternatively, you can control the output order or prevent +an axis from being summed/force an axis to be summed by providing +indices for the output. This allows us to turn 'trace' into +'diag', for example. +- diag(a) -> einsum("ii->i", a) +- sum(a, axis=0) -> einsum("i...->", a) + +Subscripts at the beginning and end may be specified by +putting an ellipsis "..." in the middle. For example, +the function einsum("i...i", a) takes the diagonal of +the first and last dimensions of the operand, and +einsum("ij...,jk...->ik...") takes the matrix product using +the first two indices of each operand instead of the last two. + +When there is only one operand, no axes being summed, and +no output parameter, this function returns a view +into the operand instead of making a copy. + +:: + + PyObject * + PyArray_NewLikeArray(PyArrayObject *prototype, NPY_ORDER + order, PyArray_Descr *dtype, int subok) + +Creates a new array with the same shape as the provided one, +with possible memory layout order and data type changes. + +prototype - The array the new one should be like. +order - NPY_CORDER - C-contiguous result. +NPY_FORTRANORDER - Fortran-contiguous result. +NPY_ANYORDER - Fortran if prototype is Fortran, C otherwise. +NPY_KEEPORDER - Keeps the axis ordering of prototype. +dtype - If not NULL, overrides the data type of the result. +subok - If 1, use the prototype's array subtype, otherwise +always create a base-class array. + +NOTE: If dtype is not NULL, steals the dtype reference. On failure or when +dtype->subarray is true, dtype will be decrefed. + +:: + + int + PyArray_GetArrayParamsFromObject(PyObject *NPY_UNUSED(op) + , PyArray_Descr + *NPY_UNUSED(requested_dtype) + , npy_bool NPY_UNUSED(writeable) + , PyArray_Descr + **NPY_UNUSED(out_dtype) , int + *NPY_UNUSED(out_ndim) , npy_intp + *NPY_UNUSED(out_dims) , PyArrayObject + **NPY_UNUSED(out_arr) , PyObject + *NPY_UNUSED(context) ) + + +:: + + int + PyArray_ConvertClipmodeSequence(PyObject *object, NPY_CLIPMODE + *modes, int n) + +Convert an object to an array of n NPY_CLIPMODE values. +This is intended to be used in functions where a different mode +could be applied to each axis, like in ravel_multi_index. + +:: + + PyObject * + PyArray_MatrixProduct2(PyObject *op1, PyObject + *op2, PyArrayObject*out) + +Numeric.matrixproduct2(a,v,out) +just like inner product but does the swapaxes stuff on the fly + +:: + + npy_bool + NpyIter_IsFirstVisit(NpyIter *iter, int iop) + +Checks to see whether this is the first time the elements +of the specified reduction operand which the iterator points at are +being seen for the first time. The function returns +a reasonable answer for reduction operands and when buffering is +disabled. The answer may be incorrect for buffered non-reduction +operands. + +This function is intended to be used in EXTERNAL_LOOP mode only, +and will produce some wrong answers when that mode is not enabled. + +If this function returns true, the caller should also +check the inner loop stride of the operand, because if +that stride is 0, then only the first element of the innermost +external loop is being visited for the first time. + +WARNING: For performance reasons, 'iop' is not bounds-checked, +it is not confirmed that 'iop' is actually a reduction +operand, and it is not confirmed that EXTERNAL_LOOP +mode is enabled. These checks are the responsibility of +the caller, and should be done outside of any inner loops. + +:: + + int + PyArray_SetBaseObject(PyArrayObject *arr, PyObject *obj) + +Sets the 'base' attribute of the array. This steals a reference +to 'obj'. + +Returns 0 on success, -1 on failure. + +:: + + void + PyArray_CreateSortedStridePerm(int ndim, npy_intp const + *strides, npy_stride_sort_item + *out_strideperm) + + +This function populates the first ndim elements +of strideperm with sorted descending by their absolute values. +For example, the stride array (4, -2, 12) becomes +[(2, 12), (0, 4), (1, -2)]. + +:: + + void + PyArray_RemoveAxesInPlace(PyArrayObject *arr, const npy_bool *flags) + + +Removes the axes flagged as True from the array, +modifying it in place. If an axis flagged for removal +has a shape entry bigger than one, this effectively selects +index zero for that axis. + +WARNING: If an axis flagged for removal has a shape equal to zero, +the array will point to invalid memory. The caller must +validate this! +If an axis flagged for removal has a shape larger than one, +the aligned flag (and in the future the contiguous flags), +may need explicit update. +(check also NPY_RELAXED_STRIDES_CHECKING) + +For example, this can be used to remove the reduction axes +from a reduction result once its computation is complete. + +:: + + void + PyArray_DebugPrint(PyArrayObject *obj) + +Prints the raw data of the ndarray in a form useful for debugging +low-level C issues. + +:: + + int + PyArray_FailUnlessWriteable(PyArrayObject *obj, const char *name) + + +This function does nothing if obj is writeable, and raises an exception +(and returns -1) if obj is not writeable. It may also do other +house-keeping, such as issuing warnings on arrays which are transitioning +to become views. Always call this function at some point before writing to +an array. + +'name' is a name for the array, used to give better error +messages. Something like "assignment destination", "output array", or even +just "array". + +:: + + int + PyArray_SetUpdateIfCopyBase(PyArrayObject *arr, PyArrayObject *base) + + +Precondition: 'arr' is a copy of 'base' (though possibly with different +strides, ordering, etc.). This function sets the UPDATEIFCOPY flag and the +->base pointer on 'arr', so that when 'arr' is destructed, it will copy any +changes back to 'base'. DEPRECATED, use PyArray_SetWritebackIfCopyBase + +Steals a reference to 'base'. + +Returns 0 on success, -1 on failure. + +:: + + void * + PyDataMem_NEW(size_t size) + +Allocates memory for array data. + +:: + + void + PyDataMem_FREE(void *ptr) + +Free memory for array data. + +:: + + void * + PyDataMem_RENEW(void *ptr, size_t size) + +Reallocate/resize memory for array data. + +:: + + PyDataMem_EventHookFunc * + PyDataMem_SetEventHook(PyDataMem_EventHookFunc *newhook, void + *user_data, void **old_data) + +Sets the allocation event hook for numpy array data. +Takes a PyDataMem_EventHookFunc *, which has the signature: +void hook(void *old, void *new, size_t size, void *user_data). +Also takes a void *user_data, and void **old_data. + +Returns a pointer to the previous hook or NULL. If old_data is +non-NULL, the previous user_data pointer will be copied to it. + +If not NULL, hook will be called at the end of each PyDataMem_NEW/FREE/RENEW: +result = PyDataMem_NEW(size) -> (*hook)(NULL, result, size, user_data) +PyDataMem_FREE(ptr) -> (*hook)(ptr, NULL, 0, user_data) +result = PyDataMem_RENEW(ptr, size) -> (*hook)(ptr, result, size, user_data) + +When the hook is called, the GIL will be held by the calling +thread. The hook should be written to be reentrant, if it performs +operations that might cause new allocation events (such as the +creation/destruction numpy objects, or creating/destroying Python +objects which might cause a gc) + +:: + + void + PyArray_MapIterSwapAxes(PyArrayMapIterObject *mit, PyArrayObject + **ret, int getmap) + + +Swap the axes to or from their inserted form. MapIter always puts the +advanced (array) indices first in the iteration. But if they are +consecutive, will insert/transpose them back before returning. +This is stored as `mit->consec != 0` (the place where they are inserted) +For assignments, the opposite happens: The values to be assigned are +transposed (getmap=1 instead of getmap=0). `getmap=0` and `getmap=1` +undo the other operation. + +:: + + PyObject * + PyArray_MapIterArray(PyArrayObject *a, PyObject *index) + + +Use advanced indexing to iterate an array. + +:: + + void + PyArray_MapIterNext(PyArrayMapIterObject *mit) + +This function needs to update the state of the map iterator +and point mit->dataptr to the memory-location of the next object + +Note that this function never handles an extra operand but provides +compatibility for an old (exposed) API. + +:: + + int + PyArray_Partition(PyArrayObject *op, PyArrayObject *ktharray, int + axis, NPY_SELECTKIND which) + +Partition an array in-place + +:: + + PyObject * + PyArray_ArgPartition(PyArrayObject *op, PyArrayObject *ktharray, int + axis, NPY_SELECTKIND which) + +ArgPartition an array + +:: + + int + PyArray_SelectkindConverter(PyObject *obj, NPY_SELECTKIND *selectkind) + +Convert object to select kind + +:: + + void * + PyDataMem_NEW_ZEROED(size_t size, size_t elsize) + +Allocates zeroed memory for array data. + +:: + + int + PyArray_CheckAnyScalarExact(PyObject *obj) + +return true an object is exactly a numpy scalar + +:: + + PyObject * + PyArray_MapIterArrayCopyIfOverlap(PyArrayObject *a, PyObject + *index, int + copy_if_overlap, PyArrayObject + *extra_op) + + +Same as PyArray_MapIterArray, but: + +If copy_if_overlap != 0, check if `a` has memory overlap with any of the +arrays in `index` and with `extra_op`. If yes, make copies as appropriate +to avoid problems if `a` is modified during the iteration. +`iter->array` may contain a copied array (UPDATEIFCOPY/WRITEBACKIFCOPY set). + +:: + + int + PyArray_ResolveWritebackIfCopy(PyArrayObject *self) + + +If WRITEBACKIFCOPY and self has data, reset the base WRITEABLE flag, +copy the local data to base, release the local data, and set flags +appropriately. Return 0 if not relevant, 1 if success, < 0 on failure + +:: + + int + PyArray_SetWritebackIfCopyBase(PyArrayObject *arr, PyArrayObject + *base) + + +Precondition: 'arr' is a copy of 'base' (though possibly with different +strides, ordering, etc.). This function sets the WRITEBACKIFCOPY flag and the +->base pointer on 'arr', call PyArray_ResolveWritebackIfCopy to copy any +changes back to 'base' before deallocating the array. + +Steals a reference to 'base'. + +Returns 0 on success, -1 on failure. + diff --git a/EXE version/main/numpy/core/include/numpy/ndarrayobject.h b/EXE version/main/numpy/core/include/numpy/ndarrayobject.h new file mode 100644 index 00000000..5ef1f10a --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/ndarrayobject.h @@ -0,0 +1,268 @@ +/* + * DON'T INCLUDE THIS DIRECTLY. + */ + +#ifndef NPY_NDARRAYOBJECT_H +#define NPY_NDARRAYOBJECT_H +#ifdef __cplusplus +extern "C" { +#endif + +#include +#include "ndarraytypes.h" + +/* Includes the "function" C-API -- these are all stored in a + list of pointers --- one for each file + The two lists are concatenated into one in multiarray. + + They are available as import_array() +*/ + +#include "__multiarray_api.h" + + +/* C-API that requires previous API to be defined */ + +#define PyArray_DescrCheck(op) PyObject_TypeCheck(op, &PyArrayDescr_Type) + +#define PyArray_Check(op) PyObject_TypeCheck(op, &PyArray_Type) +#define PyArray_CheckExact(op) (((PyObject*)(op))->ob_type == &PyArray_Type) + +#define PyArray_HasArrayInterfaceType(op, type, context, out) \ + ((((out)=PyArray_FromStructInterface(op)) != Py_NotImplemented) || \ + (((out)=PyArray_FromInterface(op)) != Py_NotImplemented) || \ + (((out)=PyArray_FromArrayAttr(op, type, context)) != \ + Py_NotImplemented)) + +#define PyArray_HasArrayInterface(op, out) \ + PyArray_HasArrayInterfaceType(op, NULL, NULL, out) + +#define PyArray_IsZeroDim(op) (PyArray_Check(op) && \ + (PyArray_NDIM((PyArrayObject *)op) == 0)) + +#define PyArray_IsScalar(obj, cls) \ + (PyObject_TypeCheck(obj, &Py##cls##ArrType_Type)) + +#define PyArray_CheckScalar(m) (PyArray_IsScalar(m, Generic) || \ + PyArray_IsZeroDim(m)) +#define PyArray_IsPythonNumber(obj) \ + (PyFloat_Check(obj) || PyComplex_Check(obj) || \ + PyLong_Check(obj) || PyBool_Check(obj)) +#define PyArray_IsIntegerScalar(obj) (PyLong_Check(obj) \ + || PyArray_IsScalar((obj), Integer)) +#define PyArray_IsPythonScalar(obj) \ + (PyArray_IsPythonNumber(obj) || PyBytes_Check(obj) || \ + PyUnicode_Check(obj)) + +#define PyArray_IsAnyScalar(obj) \ + (PyArray_IsScalar(obj, Generic) || PyArray_IsPythonScalar(obj)) + +#define PyArray_CheckAnyScalar(obj) (PyArray_IsPythonScalar(obj) || \ + PyArray_CheckScalar(obj)) + + +#define PyArray_GETCONTIGUOUS(m) (PyArray_ISCONTIGUOUS(m) ? \ + Py_INCREF(m), (m) : \ + (PyArrayObject *)(PyArray_Copy(m))) + +#define PyArray_SAMESHAPE(a1,a2) ((PyArray_NDIM(a1) == PyArray_NDIM(a2)) && \ + PyArray_CompareLists(PyArray_DIMS(a1), \ + PyArray_DIMS(a2), \ + PyArray_NDIM(a1))) + +#define PyArray_SIZE(m) PyArray_MultiplyList(PyArray_DIMS(m), PyArray_NDIM(m)) +#define PyArray_NBYTES(m) (PyArray_ITEMSIZE(m) * PyArray_SIZE(m)) +#define PyArray_FROM_O(m) PyArray_FromAny(m, NULL, 0, 0, 0, NULL) + +#define PyArray_FROM_OF(m,flags) PyArray_CheckFromAny(m, NULL, 0, 0, flags, \ + NULL) + +#define PyArray_FROM_OT(m,type) PyArray_FromAny(m, \ + PyArray_DescrFromType(type), 0, 0, 0, NULL) + +#define PyArray_FROM_OTF(m, type, flags) \ + PyArray_FromAny(m, PyArray_DescrFromType(type), 0, 0, \ + (((flags) & NPY_ARRAY_ENSURECOPY) ? \ + ((flags) | NPY_ARRAY_DEFAULT) : (flags)), NULL) + +#define PyArray_FROMANY(m, type, min, max, flags) \ + PyArray_FromAny(m, PyArray_DescrFromType(type), min, max, \ + (((flags) & NPY_ARRAY_ENSURECOPY) ? \ + (flags) | NPY_ARRAY_DEFAULT : (flags)), NULL) + +#define PyArray_ZEROS(m, dims, type, is_f_order) \ + PyArray_Zeros(m, dims, PyArray_DescrFromType(type), is_f_order) + +#define PyArray_EMPTY(m, dims, type, is_f_order) \ + PyArray_Empty(m, dims, PyArray_DescrFromType(type), is_f_order) + +#define PyArray_FILLWBYTE(obj, val) memset(PyArray_DATA(obj), val, \ + PyArray_NBYTES(obj)) +#ifndef PYPY_VERSION +#define PyArray_REFCOUNT(obj) (((PyObject *)(obj))->ob_refcnt) +#define NPY_REFCOUNT PyArray_REFCOUNT +#endif +#define NPY_MAX_ELSIZE (2 * NPY_SIZEOF_LONGDOUBLE) + +#define PyArray_ContiguousFromAny(op, type, min_depth, max_depth) \ + PyArray_FromAny(op, PyArray_DescrFromType(type), min_depth, \ + max_depth, NPY_ARRAY_DEFAULT, NULL) + +#define PyArray_EquivArrTypes(a1, a2) \ + PyArray_EquivTypes(PyArray_DESCR(a1), PyArray_DESCR(a2)) + +#define PyArray_EquivByteorders(b1, b2) \ + (((b1) == (b2)) || (PyArray_ISNBO(b1) == PyArray_ISNBO(b2))) + +#define PyArray_SimpleNew(nd, dims, typenum) \ + PyArray_New(&PyArray_Type, nd, dims, typenum, NULL, NULL, 0, 0, NULL) + +#define PyArray_SimpleNewFromData(nd, dims, typenum, data) \ + PyArray_New(&PyArray_Type, nd, dims, typenum, NULL, \ + data, 0, NPY_ARRAY_CARRAY, NULL) + +#define PyArray_SimpleNewFromDescr(nd, dims, descr) \ + PyArray_NewFromDescr(&PyArray_Type, descr, nd, dims, \ + NULL, NULL, 0, NULL) + +#define PyArray_ToScalar(data, arr) \ + PyArray_Scalar(data, PyArray_DESCR(arr), (PyObject *)arr) + + +/* These might be faster without the dereferencing of obj + going on inside -- of course an optimizing compiler should + inline the constants inside a for loop making it a moot point +*/ + +#define PyArray_GETPTR1(obj, i) ((void *)(PyArray_BYTES(obj) + \ + (i)*PyArray_STRIDES(obj)[0])) + +#define PyArray_GETPTR2(obj, i, j) ((void *)(PyArray_BYTES(obj) + \ + (i)*PyArray_STRIDES(obj)[0] + \ + (j)*PyArray_STRIDES(obj)[1])) + +#define PyArray_GETPTR3(obj, i, j, k) ((void *)(PyArray_BYTES(obj) + \ + (i)*PyArray_STRIDES(obj)[0] + \ + (j)*PyArray_STRIDES(obj)[1] + \ + (k)*PyArray_STRIDES(obj)[2])) + +#define PyArray_GETPTR4(obj, i, j, k, l) ((void *)(PyArray_BYTES(obj) + \ + (i)*PyArray_STRIDES(obj)[0] + \ + (j)*PyArray_STRIDES(obj)[1] + \ + (k)*PyArray_STRIDES(obj)[2] + \ + (l)*PyArray_STRIDES(obj)[3])) + +/* Move to arrayobject.c once PyArray_XDECREF_ERR is removed */ +static NPY_INLINE void +PyArray_DiscardWritebackIfCopy(PyArrayObject *arr) +{ + PyArrayObject_fields *fa = (PyArrayObject_fields *)arr; + if (fa && fa->base) { + if ((fa->flags & NPY_ARRAY_UPDATEIFCOPY) || + (fa->flags & NPY_ARRAY_WRITEBACKIFCOPY)) { + PyArray_ENABLEFLAGS((PyArrayObject*)fa->base, NPY_ARRAY_WRITEABLE); + Py_DECREF(fa->base); + fa->base = NULL; + PyArray_CLEARFLAGS(arr, NPY_ARRAY_WRITEBACKIFCOPY); + PyArray_CLEARFLAGS(arr, NPY_ARRAY_UPDATEIFCOPY); + } + } +} + +#define PyArray_DESCR_REPLACE(descr) do { \ + PyArray_Descr *_new_; \ + _new_ = PyArray_DescrNew(descr); \ + Py_XDECREF(descr); \ + descr = _new_; \ + } while(0) + +/* Copy should always return contiguous array */ +#define PyArray_Copy(obj) PyArray_NewCopy(obj, NPY_CORDER) + +#define PyArray_FromObject(op, type, min_depth, max_depth) \ + PyArray_FromAny(op, PyArray_DescrFromType(type), min_depth, \ + max_depth, NPY_ARRAY_BEHAVED | \ + NPY_ARRAY_ENSUREARRAY, NULL) + +#define PyArray_ContiguousFromObject(op, type, min_depth, max_depth) \ + PyArray_FromAny(op, PyArray_DescrFromType(type), min_depth, \ + max_depth, NPY_ARRAY_DEFAULT | \ + NPY_ARRAY_ENSUREARRAY, NULL) + +#define PyArray_CopyFromObject(op, type, min_depth, max_depth) \ + PyArray_FromAny(op, PyArray_DescrFromType(type), min_depth, \ + max_depth, NPY_ARRAY_ENSURECOPY | \ + NPY_ARRAY_DEFAULT | \ + NPY_ARRAY_ENSUREARRAY, NULL) + +#define PyArray_Cast(mp, type_num) \ + PyArray_CastToType(mp, PyArray_DescrFromType(type_num), 0) + +#define PyArray_Take(ap, items, axis) \ + PyArray_TakeFrom(ap, items, axis, NULL, NPY_RAISE) + +#define PyArray_Put(ap, items, values) \ + PyArray_PutTo(ap, items, values, NPY_RAISE) + +/* Compatibility with old Numeric stuff -- don't use in new code */ + +#define PyArray_FromDimsAndData(nd, d, type, data) \ + PyArray_FromDimsAndDataAndDescr(nd, d, PyArray_DescrFromType(type), \ + data) + + +/* + Check to see if this key in the dictionary is the "title" + entry of the tuple (i.e. a duplicate dictionary entry in the fields + dict). +*/ + +static NPY_INLINE int +NPY_TITLE_KEY_check(PyObject *key, PyObject *value) +{ + PyObject *title; + if (PyTuple_Size(value) != 3) { + return 0; + } + title = PyTuple_GetItem(value, 2); + if (key == title) { + return 1; + } +#ifdef PYPY_VERSION + /* + * On PyPy, dictionary keys do not always preserve object identity. + * Fall back to comparison by value. + */ + if (PyUnicode_Check(title) && PyUnicode_Check(key)) { + return PyUnicode_Compare(title, key) == 0 ? 1 : 0; + } +#endif + return 0; +} + +/* Macro, for backward compat with "if NPY_TITLE_KEY(key, value) { ..." */ +#define NPY_TITLE_KEY(key, value) (NPY_TITLE_KEY_check((key), (value))) + +#define DEPRECATE(msg) PyErr_WarnEx(PyExc_DeprecationWarning,msg,1) +#define DEPRECATE_FUTUREWARNING(msg) PyErr_WarnEx(PyExc_FutureWarning,msg,1) + +#if !defined(NPY_NO_DEPRECATED_API) || \ + (NPY_NO_DEPRECATED_API < NPY_1_14_API_VERSION) +static NPY_INLINE void +PyArray_XDECREF_ERR(PyArrayObject *arr) +{ + /* 2017-Nov-10 1.14 */ + DEPRECATE("PyArray_XDECREF_ERR is deprecated, call " + "PyArray_DiscardWritebackIfCopy then Py_XDECREF instead"); + PyArray_DiscardWritebackIfCopy(arr); + Py_XDECREF(arr); +} +#endif + + +#ifdef __cplusplus +} +#endif + + +#endif /* NPY_NDARRAYOBJECT_H */ diff --git a/EXE version/main/numpy/core/include/numpy/ndarraytypes.h b/EXE version/main/numpy/core/include/numpy/ndarraytypes.h new file mode 100644 index 00000000..d1acfdf2 --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/ndarraytypes.h @@ -0,0 +1,1985 @@ +#ifndef NDARRAYTYPES_H +#define NDARRAYTYPES_H + +#include "npy_common.h" +#include "npy_endian.h" +#include "npy_cpu.h" +#include "utils.h" + +#define NPY_NO_EXPORT NPY_VISIBILITY_HIDDEN + +/* Only use thread if configured in config and python supports it */ +#if defined WITH_THREAD && !NPY_NO_SMP + #define NPY_ALLOW_THREADS 1 +#else + #define NPY_ALLOW_THREADS 0 +#endif + +#ifndef __has_extension +#define __has_extension(x) 0 +#endif + +#if !defined(_NPY_NO_DEPRECATIONS) && \ + ((defined(__GNUC__)&& __GNUC__ >= 6) || \ + __has_extension(attribute_deprecated_with_message)) +#define NPY_ATTR_DEPRECATE(text) __attribute__ ((deprecated (text))) +#else +#define NPY_ATTR_DEPRECATE(text) +#endif + +/* + * There are several places in the code where an array of dimensions + * is allocated statically. This is the size of that static + * allocation. + * + * The array creation itself could have arbitrary dimensions but all + * the places where static allocation is used would need to be changed + * to dynamic (including inside of several structures) + */ + +#define NPY_MAXDIMS 32 +#define NPY_MAXARGS 32 + +/* Used for Converter Functions "O&" code in ParseTuple */ +#define NPY_FAIL 0 +#define NPY_SUCCEED 1 + +/* + * Binary compatibility version number. This number is increased + * whenever the C-API is changed such that binary compatibility is + * broken, i.e. whenever a recompile of extension modules is needed. + */ +#define NPY_VERSION NPY_ABI_VERSION + +/* + * Minor API version. This number is increased whenever a change is + * made to the C-API -- whether it breaks binary compatibility or not. + * Some changes, such as adding a function pointer to the end of the + * function table, can be made without breaking binary compatibility. + * In this case, only the NPY_FEATURE_VERSION (*not* NPY_VERSION) + * would be increased. Whenever binary compatibility is broken, both + * NPY_VERSION and NPY_FEATURE_VERSION should be increased. + */ +#define NPY_FEATURE_VERSION NPY_API_VERSION + +enum NPY_TYPES { NPY_BOOL=0, + NPY_BYTE, NPY_UBYTE, + NPY_SHORT, NPY_USHORT, + NPY_INT, NPY_UINT, + NPY_LONG, NPY_ULONG, + NPY_LONGLONG, NPY_ULONGLONG, + NPY_FLOAT, NPY_DOUBLE, NPY_LONGDOUBLE, + NPY_CFLOAT, NPY_CDOUBLE, NPY_CLONGDOUBLE, + NPY_OBJECT=17, + NPY_STRING, NPY_UNICODE, + NPY_VOID, + /* + * New 1.6 types appended, may be integrated + * into the above in 2.0. + */ + NPY_DATETIME, NPY_TIMEDELTA, NPY_HALF, + + NPY_NTYPES, + NPY_NOTYPE, + NPY_CHAR NPY_ATTR_DEPRECATE("Use NPY_STRING"), + NPY_USERDEF=256, /* leave room for characters */ + + /* The number of types not including the new 1.6 types */ + NPY_NTYPES_ABI_COMPATIBLE=21 +}; +#ifdef _MSC_VER +#pragma deprecated(NPY_CHAR) +#endif + +/* basetype array priority */ +#define NPY_PRIORITY 0.0 + +/* default subtype priority */ +#define NPY_SUBTYPE_PRIORITY 1.0 + +/* default scalar priority */ +#define NPY_SCALAR_PRIORITY -1000000.0 + +/* How many floating point types are there (excluding half) */ +#define NPY_NUM_FLOATTYPE 3 + +/* + * These characters correspond to the array type and the struct + * module + */ + +enum NPY_TYPECHAR { + NPY_BOOLLTR = '?', + NPY_BYTELTR = 'b', + NPY_UBYTELTR = 'B', + NPY_SHORTLTR = 'h', + NPY_USHORTLTR = 'H', + NPY_INTLTR = 'i', + NPY_UINTLTR = 'I', + NPY_LONGLTR = 'l', + NPY_ULONGLTR = 'L', + NPY_LONGLONGLTR = 'q', + NPY_ULONGLONGLTR = 'Q', + NPY_HALFLTR = 'e', + NPY_FLOATLTR = 'f', + NPY_DOUBLELTR = 'd', + NPY_LONGDOUBLELTR = 'g', + NPY_CFLOATLTR = 'F', + NPY_CDOUBLELTR = 'D', + NPY_CLONGDOUBLELTR = 'G', + NPY_OBJECTLTR = 'O', + NPY_STRINGLTR = 'S', + NPY_STRINGLTR2 = 'a', + NPY_UNICODELTR = 'U', + NPY_VOIDLTR = 'V', + NPY_DATETIMELTR = 'M', + NPY_TIMEDELTALTR = 'm', + NPY_CHARLTR = 'c', + + /* + * No Descriptor, just a define -- this let's + * Python users specify an array of integers + * large enough to hold a pointer on the + * platform + */ + NPY_INTPLTR = 'p', + NPY_UINTPLTR = 'P', + + /* + * These are for dtype 'kinds', not dtype 'typecodes' + * as the above are for. + */ + NPY_GENBOOLLTR ='b', + NPY_SIGNEDLTR = 'i', + NPY_UNSIGNEDLTR = 'u', + NPY_FLOATINGLTR = 'f', + NPY_COMPLEXLTR = 'c' +}; + +/* + * Changing this may break Numpy API compatibility + * due to changing offsets in PyArray_ArrFuncs, so be + * careful. Here we have reused the mergesort slot for + * any kind of stable sort, the actual implementation will + * depend on the data type. + */ +typedef enum { + NPY_QUICKSORT=0, + NPY_HEAPSORT=1, + NPY_MERGESORT=2, + NPY_STABLESORT=2, +} NPY_SORTKIND; +#define NPY_NSORTS (NPY_STABLESORT + 1) + + +typedef enum { + NPY_INTROSELECT=0 +} NPY_SELECTKIND; +#define NPY_NSELECTS (NPY_INTROSELECT + 1) + + +typedef enum { + NPY_SEARCHLEFT=0, + NPY_SEARCHRIGHT=1 +} NPY_SEARCHSIDE; +#define NPY_NSEARCHSIDES (NPY_SEARCHRIGHT + 1) + + +typedef enum { + NPY_NOSCALAR=-1, + NPY_BOOL_SCALAR, + NPY_INTPOS_SCALAR, + NPY_INTNEG_SCALAR, + NPY_FLOAT_SCALAR, + NPY_COMPLEX_SCALAR, + NPY_OBJECT_SCALAR +} NPY_SCALARKIND; +#define NPY_NSCALARKINDS (NPY_OBJECT_SCALAR + 1) + +/* For specifying array memory layout or iteration order */ +typedef enum { + /* Fortran order if inputs are all Fortran, C otherwise */ + NPY_ANYORDER=-1, + /* C order */ + NPY_CORDER=0, + /* Fortran order */ + NPY_FORTRANORDER=1, + /* An order as close to the inputs as possible */ + NPY_KEEPORDER=2 +} NPY_ORDER; + +/* For specifying allowed casting in operations which support it */ +typedef enum { + _NPY_ERROR_OCCURRED_IN_CAST = -1, + /* Only allow identical types */ + NPY_NO_CASTING=0, + /* Allow identical and byte swapped types */ + NPY_EQUIV_CASTING=1, + /* Only allow safe casts */ + NPY_SAFE_CASTING=2, + /* Allow safe casts or casts within the same kind */ + NPY_SAME_KIND_CASTING=3, + /* Allow any casts */ + NPY_UNSAFE_CASTING=4, + /* + * Flag to allow signalling that a cast is a view, this flag is not + * valid when requesting a cast of specific safety. + * _NPY_CAST_IS_VIEW|NPY_EQUIV_CASTING means the same as NPY_NO_CASTING. + */ + // TODO-DTYPES: Needs to be documented. + _NPY_CAST_IS_VIEW = 1 << 16, +} NPY_CASTING; + +typedef enum { + NPY_CLIP=0, + NPY_WRAP=1, + NPY_RAISE=2 +} NPY_CLIPMODE; + +typedef enum { + NPY_VALID=0, + NPY_SAME=1, + NPY_FULL=2 +} NPY_CORRELATEMODE; + +/* The special not-a-time (NaT) value */ +#define NPY_DATETIME_NAT NPY_MIN_INT64 + +/* + * Upper bound on the length of a DATETIME ISO 8601 string + * YEAR: 21 (64-bit year) + * MONTH: 3 + * DAY: 3 + * HOURS: 3 + * MINUTES: 3 + * SECONDS: 3 + * ATTOSECONDS: 1 + 3*6 + * TIMEZONE: 5 + * NULL TERMINATOR: 1 + */ +#define NPY_DATETIME_MAX_ISO8601_STRLEN (21 + 3*5 + 1 + 3*6 + 6 + 1) + +/* The FR in the unit names stands for frequency */ +typedef enum { + /* Force signed enum type, must be -1 for code compatibility */ + NPY_FR_ERROR = -1, /* error or undetermined */ + + /* Start of valid units */ + NPY_FR_Y = 0, /* Years */ + NPY_FR_M = 1, /* Months */ + NPY_FR_W = 2, /* Weeks */ + /* Gap where 1.6 NPY_FR_B (value 3) was */ + NPY_FR_D = 4, /* Days */ + NPY_FR_h = 5, /* hours */ + NPY_FR_m = 6, /* minutes */ + NPY_FR_s = 7, /* seconds */ + NPY_FR_ms = 8, /* milliseconds */ + NPY_FR_us = 9, /* microseconds */ + NPY_FR_ns = 10, /* nanoseconds */ + NPY_FR_ps = 11, /* picoseconds */ + NPY_FR_fs = 12, /* femtoseconds */ + NPY_FR_as = 13, /* attoseconds */ + NPY_FR_GENERIC = 14 /* unbound units, can convert to anything */ +} NPY_DATETIMEUNIT; + +/* + * NOTE: With the NPY_FR_B gap for 1.6 ABI compatibility, NPY_DATETIME_NUMUNITS + * is technically one more than the actual number of units. + */ +#define NPY_DATETIME_NUMUNITS (NPY_FR_GENERIC + 1) +#define NPY_DATETIME_DEFAULTUNIT NPY_FR_GENERIC + +/* + * Business day conventions for mapping invalid business + * days to valid business days. + */ +typedef enum { + /* Go forward in time to the following business day. */ + NPY_BUSDAY_FORWARD, + NPY_BUSDAY_FOLLOWING = NPY_BUSDAY_FORWARD, + /* Go backward in time to the preceding business day. */ + NPY_BUSDAY_BACKWARD, + NPY_BUSDAY_PRECEDING = NPY_BUSDAY_BACKWARD, + /* + * Go forward in time to the following business day, unless it + * crosses a month boundary, in which case go backward + */ + NPY_BUSDAY_MODIFIEDFOLLOWING, + /* + * Go backward in time to the preceding business day, unless it + * crosses a month boundary, in which case go forward. + */ + NPY_BUSDAY_MODIFIEDPRECEDING, + /* Produce a NaT for non-business days. */ + NPY_BUSDAY_NAT, + /* Raise an exception for non-business days. */ + NPY_BUSDAY_RAISE +} NPY_BUSDAY_ROLL; + +/************************************************************ + * NumPy Auxiliary Data for inner loops, sort functions, etc. + ************************************************************/ + +/* + * When creating an auxiliary data struct, this should always appear + * as the first member, like this: + * + * typedef struct { + * NpyAuxData base; + * double constant; + * } constant_multiplier_aux_data; + */ +typedef struct NpyAuxData_tag NpyAuxData; + +/* Function pointers for freeing or cloning auxiliary data */ +typedef void (NpyAuxData_FreeFunc) (NpyAuxData *); +typedef NpyAuxData *(NpyAuxData_CloneFunc) (NpyAuxData *); + +struct NpyAuxData_tag { + NpyAuxData_FreeFunc *free; + NpyAuxData_CloneFunc *clone; + /* To allow for a bit of expansion without breaking the ABI */ + void *reserved[2]; +}; + +/* Macros to use for freeing and cloning auxiliary data */ +#define NPY_AUXDATA_FREE(auxdata) \ + do { \ + if ((auxdata) != NULL) { \ + (auxdata)->free(auxdata); \ + } \ + } while(0) +#define NPY_AUXDATA_CLONE(auxdata) \ + ((auxdata)->clone(auxdata)) + +#define NPY_ERR(str) fprintf(stderr, #str); fflush(stderr); +#define NPY_ERR2(str) fprintf(stderr, str); fflush(stderr); + + /* + * Macros to define how array, and dimension/strides data is + * allocated. + */ + + /* Data buffer - PyDataMem_NEW/FREE/RENEW are in multiarraymodule.c */ + +#define NPY_USE_PYMEM 1 + + +#if NPY_USE_PYMEM == 1 +/* use the Raw versions which are safe to call with the GIL released */ +#define PyArray_malloc PyMem_RawMalloc +#define PyArray_free PyMem_RawFree +#define PyArray_realloc PyMem_RawRealloc +#else +#define PyArray_malloc malloc +#define PyArray_free free +#define PyArray_realloc realloc +#endif + +/* Dimensions and strides */ +#define PyDimMem_NEW(size) \ + ((npy_intp *)PyArray_malloc(size*sizeof(npy_intp))) + +#define PyDimMem_FREE(ptr) PyArray_free(ptr) + +#define PyDimMem_RENEW(ptr,size) \ + ((npy_intp *)PyArray_realloc(ptr,size*sizeof(npy_intp))) + +/* forward declaration */ +struct _PyArray_Descr; + +/* These must deal with unaligned and swapped data if necessary */ +typedef PyObject * (PyArray_GetItemFunc) (void *, void *); +typedef int (PyArray_SetItemFunc)(PyObject *, void *, void *); + +typedef void (PyArray_CopySwapNFunc)(void *, npy_intp, void *, npy_intp, + npy_intp, int, void *); + +typedef void (PyArray_CopySwapFunc)(void *, void *, int, void *); +typedef npy_bool (PyArray_NonzeroFunc)(void *, void *); + + +/* + * These assume aligned and notswapped data -- a buffer will be used + * before or contiguous data will be obtained + */ + +typedef int (PyArray_CompareFunc)(const void *, const void *, void *); +typedef int (PyArray_ArgFunc)(void*, npy_intp, npy_intp*, void *); + +typedef void (PyArray_DotFunc)(void *, npy_intp, void *, npy_intp, void *, + npy_intp, void *); + +typedef void (PyArray_VectorUnaryFunc)(void *, void *, npy_intp, void *, + void *); + +/* + * XXX the ignore argument should be removed next time the API version + * is bumped. It used to be the separator. + */ +typedef int (PyArray_ScanFunc)(FILE *fp, void *dptr, + char *ignore, struct _PyArray_Descr *); +typedef int (PyArray_FromStrFunc)(char *s, void *dptr, char **endptr, + struct _PyArray_Descr *); + +typedef int (PyArray_FillFunc)(void *, npy_intp, void *); + +typedef int (PyArray_SortFunc)(void *, npy_intp, void *); +typedef int (PyArray_ArgSortFunc)(void *, npy_intp *, npy_intp, void *); +typedef int (PyArray_PartitionFunc)(void *, npy_intp, npy_intp, + npy_intp *, npy_intp *, + void *); +typedef int (PyArray_ArgPartitionFunc)(void *, npy_intp *, npy_intp, npy_intp, + npy_intp *, npy_intp *, + void *); + +typedef int (PyArray_FillWithScalarFunc)(void *, npy_intp, void *, void *); + +typedef int (PyArray_ScalarKindFunc)(void *); + +typedef void (PyArray_FastClipFunc)(void *in, npy_intp n_in, void *min, + void *max, void *out); +typedef void (PyArray_FastPutmaskFunc)(void *in, void *mask, npy_intp n_in, + void *values, npy_intp nv); +typedef int (PyArray_FastTakeFunc)(void *dest, void *src, npy_intp *indarray, + npy_intp nindarray, npy_intp n_outer, + npy_intp m_middle, npy_intp nelem, + NPY_CLIPMODE clipmode); + +typedef struct { + npy_intp *ptr; + int len; +} PyArray_Dims; + +typedef struct { + /* + * Functions to cast to most other standard types + * Can have some NULL entries. The types + * DATETIME, TIMEDELTA, and HALF go into the castdict + * even though they are built-in. + */ + PyArray_VectorUnaryFunc *cast[NPY_NTYPES_ABI_COMPATIBLE]; + + /* The next four functions *cannot* be NULL */ + + /* + * Functions to get and set items with standard Python types + * -- not array scalars + */ + PyArray_GetItemFunc *getitem; + PyArray_SetItemFunc *setitem; + + /* + * Copy and/or swap data. Memory areas may not overlap + * Use memmove first if they might + */ + PyArray_CopySwapNFunc *copyswapn; + PyArray_CopySwapFunc *copyswap; + + /* + * Function to compare items + * Can be NULL + */ + PyArray_CompareFunc *compare; + + /* + * Function to select largest + * Can be NULL + */ + PyArray_ArgFunc *argmax; + + /* + * Function to compute dot product + * Can be NULL + */ + PyArray_DotFunc *dotfunc; + + /* + * Function to scan an ASCII file and + * place a single value plus possible separator + * Can be NULL + */ + PyArray_ScanFunc *scanfunc; + + /* + * Function to read a single value from a string + * and adjust the pointer; Can be NULL + */ + PyArray_FromStrFunc *fromstr; + + /* + * Function to determine if data is zero or not + * If NULL a default version is + * used at Registration time. + */ + PyArray_NonzeroFunc *nonzero; + + /* + * Used for arange. Should return 0 on success + * and -1 on failure. + * Can be NULL. + */ + PyArray_FillFunc *fill; + + /* + * Function to fill arrays with scalar values + * Can be NULL + */ + PyArray_FillWithScalarFunc *fillwithscalar; + + /* + * Sorting functions + * Can be NULL + */ + PyArray_SortFunc *sort[NPY_NSORTS]; + PyArray_ArgSortFunc *argsort[NPY_NSORTS]; + + /* + * Dictionary of additional casting functions + * PyArray_VectorUnaryFuncs + * which can be populated to support casting + * to other registered types. Can be NULL + */ + PyObject *castdict; + + /* + * Functions useful for generalizing + * the casting rules. + * Can be NULL; + */ + PyArray_ScalarKindFunc *scalarkind; + int **cancastscalarkindto; + int *cancastto; + + PyArray_FastClipFunc *fastclip; + PyArray_FastPutmaskFunc *fastputmask; + PyArray_FastTakeFunc *fasttake; + + /* + * Function to select smallest + * Can be NULL + */ + PyArray_ArgFunc *argmin; + +} PyArray_ArrFuncs; + +/* The item must be reference counted when it is inserted or extracted. */ +#define NPY_ITEM_REFCOUNT 0x01 +/* Same as needing REFCOUNT */ +#define NPY_ITEM_HASOBJECT 0x01 +/* Convert to list for pickling */ +#define NPY_LIST_PICKLE 0x02 +/* The item is a POINTER */ +#define NPY_ITEM_IS_POINTER 0x04 +/* memory needs to be initialized for this data-type */ +#define NPY_NEEDS_INIT 0x08 +/* operations need Python C-API so don't give-up thread. */ +#define NPY_NEEDS_PYAPI 0x10 +/* Use f.getitem when extracting elements of this data-type */ +#define NPY_USE_GETITEM 0x20 +/* Use f.setitem when setting creating 0-d array from this data-type.*/ +#define NPY_USE_SETITEM 0x40 +/* A sticky flag specifically for structured arrays */ +#define NPY_ALIGNED_STRUCT 0x80 + +/* + *These are inherited for global data-type if any data-types in the + * field have them + */ +#define NPY_FROM_FIELDS (NPY_NEEDS_INIT | NPY_LIST_PICKLE | \ + NPY_ITEM_REFCOUNT | NPY_NEEDS_PYAPI) + +#define NPY_OBJECT_DTYPE_FLAGS (NPY_LIST_PICKLE | NPY_USE_GETITEM | \ + NPY_ITEM_IS_POINTER | NPY_ITEM_REFCOUNT | \ + NPY_NEEDS_INIT | NPY_NEEDS_PYAPI) + +#define PyDataType_FLAGCHK(dtype, flag) \ + (((dtype)->flags & (flag)) == (flag)) + +#define PyDataType_REFCHK(dtype) \ + PyDataType_FLAGCHK(dtype, NPY_ITEM_REFCOUNT) + +typedef struct _PyArray_Descr { + PyObject_HEAD + /* + * the type object representing an + * instance of this type -- should not + * be two type_numbers with the same type + * object. + */ + PyTypeObject *typeobj; + /* kind for this type */ + char kind; + /* unique-character representing this type */ + char type; + /* + * '>' (big), '<' (little), '|' + * (not-applicable), or '=' (native). + */ + char byteorder; + /* flags describing data type */ + char flags; + /* number representing this type */ + int type_num; + /* element size (itemsize) for this type */ + int elsize; + /* alignment needed for this type */ + int alignment; + /* + * Non-NULL if this type is + * is an array (C-contiguous) + * of some other type + */ + struct _arr_descr *subarray; + /* + * The fields dictionary for this type + * For statically defined descr this + * is always Py_None + */ + PyObject *fields; + /* + * An ordered tuple of field names or NULL + * if no fields are defined + */ + PyObject *names; + /* + * a table of functions specific for each + * basic data descriptor + */ + PyArray_ArrFuncs *f; + /* Metadata about this dtype */ + PyObject *metadata; + /* + * Metadata specific to the C implementation + * of the particular dtype. This was added + * for NumPy 1.7.0. + */ + NpyAuxData *c_metadata; + /* Cached hash value (-1 if not yet computed). + * This was added for NumPy 2.0.0. + */ + npy_hash_t hash; +} PyArray_Descr; + +typedef struct _arr_descr { + PyArray_Descr *base; + PyObject *shape; /* a tuple */ +} PyArray_ArrayDescr; + +/* + * The main array object structure. + * + * It has been recommended to use the inline functions defined below + * (PyArray_DATA and friends) to access fields here for a number of + * releases. Direct access to the members themselves is deprecated. + * To ensure that your code does not use deprecated access, + * #define NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION + * (or NPY_1_8_API_VERSION or higher as required). + */ +/* This struct will be moved to a private header in a future release */ +typedef struct tagPyArrayObject_fields { + PyObject_HEAD + /* Pointer to the raw data buffer */ + char *data; + /* The number of dimensions, also called 'ndim' */ + int nd; + /* The size in each dimension, also called 'shape' */ + npy_intp *dimensions; + /* + * Number of bytes to jump to get to the + * next element in each dimension + */ + npy_intp *strides; + /* + * This object is decref'd upon + * deletion of array. Except in the + * case of WRITEBACKIFCOPY which has + * special handling. + * + * For views it points to the original + * array, collapsed so no chains of + * views occur. + * + * For creation from buffer object it + * points to an object that should be + * decref'd on deletion + * + * For WRITEBACKIFCOPY flag this is an + * array to-be-updated upon calling + * PyArray_ResolveWritebackIfCopy + */ + PyObject *base; + /* Pointer to type structure */ + PyArray_Descr *descr; + /* Flags describing array -- see below */ + int flags; + /* For weak references */ + PyObject *weakreflist; + void *_buffer_info; /* private buffer info, tagged to allow warning */ +} PyArrayObject_fields; + +/* + * To hide the implementation details, we only expose + * the Python struct HEAD. + */ +#if !defined(NPY_NO_DEPRECATED_API) || \ + (NPY_NO_DEPRECATED_API < NPY_1_7_API_VERSION) +/* + * Can't put this in npy_deprecated_api.h like the others. + * PyArrayObject field access is deprecated as of NumPy 1.7. + */ +typedef PyArrayObject_fields PyArrayObject; +#else +typedef struct tagPyArrayObject { + PyObject_HEAD +} PyArrayObject; +#endif + +/* + * Removed 2020-Nov-25, NumPy 1.20 + * #define NPY_SIZEOF_PYARRAYOBJECT (sizeof(PyArrayObject_fields)) + * + * The above macro was removed as it gave a false sense of a stable ABI + * with respect to the structures size. If you require a runtime constant, + * you can use `PyArray_Type.tp_basicsize` instead. Otherwise, please + * see the PyArrayObject documentation or ask the NumPy developers for + * information on how to correctly replace the macro in a way that is + * compatible with multiple NumPy versions. + */ + + +/* Array Flags Object */ +typedef struct PyArrayFlagsObject { + PyObject_HEAD + PyObject *arr; + int flags; +} PyArrayFlagsObject; + +/* Mirrors buffer object to ptr */ + +typedef struct { + PyObject_HEAD + PyObject *base; + void *ptr; + npy_intp len; + int flags; +} PyArray_Chunk; + +typedef struct { + NPY_DATETIMEUNIT base; + int num; +} PyArray_DatetimeMetaData; + +typedef struct { + NpyAuxData base; + PyArray_DatetimeMetaData meta; +} PyArray_DatetimeDTypeMetaData; + +/* + * This structure contains an exploded view of a date-time value. + * NaT is represented by year == NPY_DATETIME_NAT. + */ +typedef struct { + npy_int64 year; + npy_int32 month, day, hour, min, sec, us, ps, as; +} npy_datetimestruct; + +/* This is not used internally. */ +typedef struct { + npy_int64 day; + npy_int32 sec, us, ps, as; +} npy_timedeltastruct; + +typedef int (PyArray_FinalizeFunc)(PyArrayObject *, PyObject *); + +/* + * Means c-style contiguous (last index varies the fastest). The data + * elements right after each other. + * + * This flag may be requested in constructor functions. + * This flag may be tested for in PyArray_FLAGS(arr). + */ +#define NPY_ARRAY_C_CONTIGUOUS 0x0001 + +/* + * Set if array is a contiguous Fortran array: the first index varies + * the fastest in memory (strides array is reverse of C-contiguous + * array) + * + * This flag may be requested in constructor functions. + * This flag may be tested for in PyArray_FLAGS(arr). + */ +#define NPY_ARRAY_F_CONTIGUOUS 0x0002 + +/* + * Note: all 0-d arrays are C_CONTIGUOUS and F_CONTIGUOUS. If a + * 1-d array is C_CONTIGUOUS it is also F_CONTIGUOUS. Arrays with + * more then one dimension can be C_CONTIGUOUS and F_CONTIGUOUS + * at the same time if they have either zero or one element. + * If NPY_RELAXED_STRIDES_CHECKING is set, a higher dimensional + * array is always C_CONTIGUOUS and F_CONTIGUOUS if it has zero elements + * and the array is contiguous if ndarray.squeeze() is contiguous. + * I.e. dimensions for which `ndarray.shape[dimension] == 1` are + * ignored. + */ + +/* + * If set, the array owns the data: it will be free'd when the array + * is deleted. + * + * This flag may be tested for in PyArray_FLAGS(arr). + */ +#define NPY_ARRAY_OWNDATA 0x0004 + +/* + * An array never has the next four set; they're only used as parameter + * flags to the various FromAny functions + * + * This flag may be requested in constructor functions. + */ + +/* Cause a cast to occur regardless of whether or not it is safe. */ +#define NPY_ARRAY_FORCECAST 0x0010 + +/* + * Always copy the array. Returned arrays are always CONTIGUOUS, + * ALIGNED, and WRITEABLE. + * + * This flag may be requested in constructor functions. + */ +#define NPY_ARRAY_ENSURECOPY 0x0020 + +/* + * Make sure the returned array is a base-class ndarray + * + * This flag may be requested in constructor functions. + */ +#define NPY_ARRAY_ENSUREARRAY 0x0040 + +#if defined(NPY_INTERNAL_BUILD) && NPY_INTERNAL_BUILD + /* + * Dual use of the ENSUREARRAY flag, to indicate that this was converted + * from a python float, int, or complex. + * An array using this flag must be a temporary array that can never + * leave the C internals of NumPy. Even if it does, ENSUREARRAY is + * absolutely safe to abuse, since it already is a base class array :). + */ + #define _NPY_ARRAY_WAS_PYSCALAR 0x0040 +#endif /* NPY_INTERNAL_BUILD */ + +/* + * Make sure that the strides are in units of the element size Needed + * for some operations with record-arrays. + * + * This flag may be requested in constructor functions. + */ +#define NPY_ARRAY_ELEMENTSTRIDES 0x0080 + +/* + * Array data is aligned on the appropriate memory address for the type + * stored according to how the compiler would align things (e.g., an + * array of integers (4 bytes each) starts on a memory address that's + * a multiple of 4) + * + * This flag may be requested in constructor functions. + * This flag may be tested for in PyArray_FLAGS(arr). + */ +#define NPY_ARRAY_ALIGNED 0x0100 + +/* + * Array data has the native endianness + * + * This flag may be requested in constructor functions. + */ +#define NPY_ARRAY_NOTSWAPPED 0x0200 + +/* + * Array data is writeable + * + * This flag may be requested in constructor functions. + * This flag may be tested for in PyArray_FLAGS(arr). + */ +#define NPY_ARRAY_WRITEABLE 0x0400 + +/* + * If this flag is set, then base contains a pointer to an array of + * the same size that should be updated with the current contents of + * this array when PyArray_ResolveWritebackIfCopy is called. + * + * This flag may be requested in constructor functions. + * This flag may be tested for in PyArray_FLAGS(arr). + */ +#define NPY_ARRAY_UPDATEIFCOPY 0x1000 /* Deprecated in 1.14 */ +#define NPY_ARRAY_WRITEBACKIFCOPY 0x2000 + +/* + * NOTE: there are also internal flags defined in multiarray/arrayobject.h, + * which start at bit 31 and work down. + */ + +#define NPY_ARRAY_BEHAVED (NPY_ARRAY_ALIGNED | \ + NPY_ARRAY_WRITEABLE) +#define NPY_ARRAY_BEHAVED_NS (NPY_ARRAY_ALIGNED | \ + NPY_ARRAY_WRITEABLE | \ + NPY_ARRAY_NOTSWAPPED) +#define NPY_ARRAY_CARRAY (NPY_ARRAY_C_CONTIGUOUS | \ + NPY_ARRAY_BEHAVED) +#define NPY_ARRAY_CARRAY_RO (NPY_ARRAY_C_CONTIGUOUS | \ + NPY_ARRAY_ALIGNED) +#define NPY_ARRAY_FARRAY (NPY_ARRAY_F_CONTIGUOUS | \ + NPY_ARRAY_BEHAVED) +#define NPY_ARRAY_FARRAY_RO (NPY_ARRAY_F_CONTIGUOUS | \ + NPY_ARRAY_ALIGNED) +#define NPY_ARRAY_DEFAULT (NPY_ARRAY_CARRAY) +#define NPY_ARRAY_IN_ARRAY (NPY_ARRAY_CARRAY_RO) +#define NPY_ARRAY_OUT_ARRAY (NPY_ARRAY_CARRAY) +#define NPY_ARRAY_INOUT_ARRAY (NPY_ARRAY_CARRAY | \ + NPY_ARRAY_UPDATEIFCOPY) +#define NPY_ARRAY_INOUT_ARRAY2 (NPY_ARRAY_CARRAY | \ + NPY_ARRAY_WRITEBACKIFCOPY) +#define NPY_ARRAY_IN_FARRAY (NPY_ARRAY_FARRAY_RO) +#define NPY_ARRAY_OUT_FARRAY (NPY_ARRAY_FARRAY) +#define NPY_ARRAY_INOUT_FARRAY (NPY_ARRAY_FARRAY | \ + NPY_ARRAY_UPDATEIFCOPY) +#define NPY_ARRAY_INOUT_FARRAY2 (NPY_ARRAY_FARRAY | \ + NPY_ARRAY_WRITEBACKIFCOPY) + +#define NPY_ARRAY_UPDATE_ALL (NPY_ARRAY_C_CONTIGUOUS | \ + NPY_ARRAY_F_CONTIGUOUS | \ + NPY_ARRAY_ALIGNED) + +/* This flag is for the array interface, not PyArrayObject */ +#define NPY_ARR_HAS_DESCR 0x0800 + + + + +/* + * Size of internal buffers used for alignment Make BUFSIZE a multiple + * of sizeof(npy_cdouble) -- usually 16 so that ufunc buffers are aligned + */ +#define NPY_MIN_BUFSIZE ((int)sizeof(npy_cdouble)) +#define NPY_MAX_BUFSIZE (((int)sizeof(npy_cdouble))*1000000) +#define NPY_BUFSIZE 8192 +/* buffer stress test size: */ +/*#define NPY_BUFSIZE 17*/ + +#define PyArray_MAX(a,b) (((a)>(b))?(a):(b)) +#define PyArray_MIN(a,b) (((a)<(b))?(a):(b)) +#define PyArray_CLT(p,q) ((((p).real==(q).real) ? ((p).imag < (q).imag) : \ + ((p).real < (q).real))) +#define PyArray_CGT(p,q) ((((p).real==(q).real) ? ((p).imag > (q).imag) : \ + ((p).real > (q).real))) +#define PyArray_CLE(p,q) ((((p).real==(q).real) ? ((p).imag <= (q).imag) : \ + ((p).real <= (q).real))) +#define PyArray_CGE(p,q) ((((p).real==(q).real) ? ((p).imag >= (q).imag) : \ + ((p).real >= (q).real))) +#define PyArray_CEQ(p,q) (((p).real==(q).real) && ((p).imag == (q).imag)) +#define PyArray_CNE(p,q) (((p).real!=(q).real) || ((p).imag != (q).imag)) + +/* + * C API: consists of Macros and functions. The MACROS are defined + * here. + */ + + +#define PyArray_ISCONTIGUOUS(m) PyArray_CHKFLAGS((m), NPY_ARRAY_C_CONTIGUOUS) +#define PyArray_ISWRITEABLE(m) PyArray_CHKFLAGS((m), NPY_ARRAY_WRITEABLE) +#define PyArray_ISALIGNED(m) PyArray_CHKFLAGS((m), NPY_ARRAY_ALIGNED) + +#define PyArray_IS_C_CONTIGUOUS(m) PyArray_CHKFLAGS((m), NPY_ARRAY_C_CONTIGUOUS) +#define PyArray_IS_F_CONTIGUOUS(m) PyArray_CHKFLAGS((m), NPY_ARRAY_F_CONTIGUOUS) + +/* the variable is used in some places, so always define it */ +#define NPY_BEGIN_THREADS_DEF PyThreadState *_save=NULL; +#if NPY_ALLOW_THREADS +#define NPY_BEGIN_ALLOW_THREADS Py_BEGIN_ALLOW_THREADS +#define NPY_END_ALLOW_THREADS Py_END_ALLOW_THREADS +#define NPY_BEGIN_THREADS do {_save = PyEval_SaveThread();} while (0); +#define NPY_END_THREADS do { if (_save) \ + { PyEval_RestoreThread(_save); _save = NULL;} } while (0); +#define NPY_BEGIN_THREADS_THRESHOLDED(loop_size) do { if ((loop_size) > 500) \ + { _save = PyEval_SaveThread();} } while (0); + +#define NPY_BEGIN_THREADS_DESCR(dtype) \ + do {if (!(PyDataType_FLAGCHK((dtype), NPY_NEEDS_PYAPI))) \ + NPY_BEGIN_THREADS;} while (0); + +#define NPY_END_THREADS_DESCR(dtype) \ + do {if (!(PyDataType_FLAGCHK((dtype), NPY_NEEDS_PYAPI))) \ + NPY_END_THREADS; } while (0); + +#define NPY_ALLOW_C_API_DEF PyGILState_STATE __save__; +#define NPY_ALLOW_C_API do {__save__ = PyGILState_Ensure();} while (0); +#define NPY_DISABLE_C_API do {PyGILState_Release(__save__);} while (0); +#else +#define NPY_BEGIN_ALLOW_THREADS +#define NPY_END_ALLOW_THREADS +#define NPY_BEGIN_THREADS +#define NPY_END_THREADS +#define NPY_BEGIN_THREADS_THRESHOLDED(loop_size) +#define NPY_BEGIN_THREADS_DESCR(dtype) +#define NPY_END_THREADS_DESCR(dtype) +#define NPY_ALLOW_C_API_DEF +#define NPY_ALLOW_C_API +#define NPY_DISABLE_C_API +#endif + +/********************************** + * The nditer object, added in 1.6 + **********************************/ + +/* The actual structure of the iterator is an internal detail */ +typedef struct NpyIter_InternalOnly NpyIter; + +/* Iterator function pointers that may be specialized */ +typedef int (NpyIter_IterNextFunc)(NpyIter *iter); +typedef void (NpyIter_GetMultiIndexFunc)(NpyIter *iter, + npy_intp *outcoords); + +/*** Global flags that may be passed to the iterator constructors ***/ + +/* Track an index representing C order */ +#define NPY_ITER_C_INDEX 0x00000001 +/* Track an index representing Fortran order */ +#define NPY_ITER_F_INDEX 0x00000002 +/* Track a multi-index */ +#define NPY_ITER_MULTI_INDEX 0x00000004 +/* User code external to the iterator does the 1-dimensional innermost loop */ +#define NPY_ITER_EXTERNAL_LOOP 0x00000008 +/* Convert all the operands to a common data type */ +#define NPY_ITER_COMMON_DTYPE 0x00000010 +/* Operands may hold references, requiring API access during iteration */ +#define NPY_ITER_REFS_OK 0x00000020 +/* Zero-sized operands should be permitted, iteration checks IterSize for 0 */ +#define NPY_ITER_ZEROSIZE_OK 0x00000040 +/* Permits reductions (size-0 stride with dimension size > 1) */ +#define NPY_ITER_REDUCE_OK 0x00000080 +/* Enables sub-range iteration */ +#define NPY_ITER_RANGED 0x00000100 +/* Enables buffering */ +#define NPY_ITER_BUFFERED 0x00000200 +/* When buffering is enabled, grows the inner loop if possible */ +#define NPY_ITER_GROWINNER 0x00000400 +/* Delay allocation of buffers until first Reset* call */ +#define NPY_ITER_DELAY_BUFALLOC 0x00000800 +/* When NPY_KEEPORDER is specified, disable reversing negative-stride axes */ +#define NPY_ITER_DONT_NEGATE_STRIDES 0x00001000 +/* + * If output operands overlap with other operands (based on heuristics that + * has false positives but no false negatives), make temporary copies to + * eliminate overlap. + */ +#define NPY_ITER_COPY_IF_OVERLAP 0x00002000 + +/*** Per-operand flags that may be passed to the iterator constructors ***/ + +/* The operand will be read from and written to */ +#define NPY_ITER_READWRITE 0x00010000 +/* The operand will only be read from */ +#define NPY_ITER_READONLY 0x00020000 +/* The operand will only be written to */ +#define NPY_ITER_WRITEONLY 0x00040000 +/* The operand's data must be in native byte order */ +#define NPY_ITER_NBO 0x00080000 +/* The operand's data must be aligned */ +#define NPY_ITER_ALIGNED 0x00100000 +/* The operand's data must be contiguous (within the inner loop) */ +#define NPY_ITER_CONTIG 0x00200000 +/* The operand may be copied to satisfy requirements */ +#define NPY_ITER_COPY 0x00400000 +/* The operand may be copied with WRITEBACKIFCOPY to satisfy requirements */ +#define NPY_ITER_UPDATEIFCOPY 0x00800000 +/* Allocate the operand if it is NULL */ +#define NPY_ITER_ALLOCATE 0x01000000 +/* If an operand is allocated, don't use any subtype */ +#define NPY_ITER_NO_SUBTYPE 0x02000000 +/* This is a virtual array slot, operand is NULL but temporary data is there */ +#define NPY_ITER_VIRTUAL 0x04000000 +/* Require that the dimension match the iterator dimensions exactly */ +#define NPY_ITER_NO_BROADCAST 0x08000000 +/* A mask is being used on this array, affects buffer -> array copy */ +#define NPY_ITER_WRITEMASKED 0x10000000 +/* This array is the mask for all WRITEMASKED operands */ +#define NPY_ITER_ARRAYMASK 0x20000000 +/* Assume iterator order data access for COPY_IF_OVERLAP */ +#define NPY_ITER_OVERLAP_ASSUME_ELEMENTWISE 0x40000000 + +#define NPY_ITER_GLOBAL_FLAGS 0x0000ffff +#define NPY_ITER_PER_OP_FLAGS 0xffff0000 + + +/***************************** + * Basic iterator object + *****************************/ + +/* FWD declaration */ +typedef struct PyArrayIterObject_tag PyArrayIterObject; + +/* + * type of the function which translates a set of coordinates to a + * pointer to the data + */ +typedef char* (*npy_iter_get_dataptr_t)( + PyArrayIterObject* iter, const npy_intp*); + +struct PyArrayIterObject_tag { + PyObject_HEAD + int nd_m1; /* number of dimensions - 1 */ + npy_intp index, size; + npy_intp coordinates[NPY_MAXDIMS];/* N-dimensional loop */ + npy_intp dims_m1[NPY_MAXDIMS]; /* ao->dimensions - 1 */ + npy_intp strides[NPY_MAXDIMS]; /* ao->strides or fake */ + npy_intp backstrides[NPY_MAXDIMS];/* how far to jump back */ + npy_intp factors[NPY_MAXDIMS]; /* shape factors */ + PyArrayObject *ao; + char *dataptr; /* pointer to current item*/ + npy_bool contiguous; + + npy_intp bounds[NPY_MAXDIMS][2]; + npy_intp limits[NPY_MAXDIMS][2]; + npy_intp limits_sizes[NPY_MAXDIMS]; + npy_iter_get_dataptr_t translate; +} ; + + +/* Iterator API */ +#define PyArrayIter_Check(op) PyObject_TypeCheck((op), &PyArrayIter_Type) + +#define _PyAIT(it) ((PyArrayIterObject *)(it)) +#define PyArray_ITER_RESET(it) do { \ + _PyAIT(it)->index = 0; \ + _PyAIT(it)->dataptr = PyArray_BYTES(_PyAIT(it)->ao); \ + memset(_PyAIT(it)->coordinates, 0, \ + (_PyAIT(it)->nd_m1+1)*sizeof(npy_intp)); \ +} while (0) + +#define _PyArray_ITER_NEXT1(it) do { \ + (it)->dataptr += _PyAIT(it)->strides[0]; \ + (it)->coordinates[0]++; \ +} while (0) + +#define _PyArray_ITER_NEXT2(it) do { \ + if ((it)->coordinates[1] < (it)->dims_m1[1]) { \ + (it)->coordinates[1]++; \ + (it)->dataptr += (it)->strides[1]; \ + } \ + else { \ + (it)->coordinates[1] = 0; \ + (it)->coordinates[0]++; \ + (it)->dataptr += (it)->strides[0] - \ + (it)->backstrides[1]; \ + } \ +} while (0) + +#define PyArray_ITER_NEXT(it) do { \ + _PyAIT(it)->index++; \ + if (_PyAIT(it)->nd_m1 == 0) { \ + _PyArray_ITER_NEXT1(_PyAIT(it)); \ + } \ + else if (_PyAIT(it)->contiguous) \ + _PyAIT(it)->dataptr += PyArray_DESCR(_PyAIT(it)->ao)->elsize; \ + else if (_PyAIT(it)->nd_m1 == 1) { \ + _PyArray_ITER_NEXT2(_PyAIT(it)); \ + } \ + else { \ + int __npy_i; \ + for (__npy_i=_PyAIT(it)->nd_m1; __npy_i >= 0; __npy_i--) { \ + if (_PyAIT(it)->coordinates[__npy_i] < \ + _PyAIT(it)->dims_m1[__npy_i]) { \ + _PyAIT(it)->coordinates[__npy_i]++; \ + _PyAIT(it)->dataptr += \ + _PyAIT(it)->strides[__npy_i]; \ + break; \ + } \ + else { \ + _PyAIT(it)->coordinates[__npy_i] = 0; \ + _PyAIT(it)->dataptr -= \ + _PyAIT(it)->backstrides[__npy_i]; \ + } \ + } \ + } \ +} while (0) + +#define PyArray_ITER_GOTO(it, destination) do { \ + int __npy_i; \ + _PyAIT(it)->index = 0; \ + _PyAIT(it)->dataptr = PyArray_BYTES(_PyAIT(it)->ao); \ + for (__npy_i = _PyAIT(it)->nd_m1; __npy_i>=0; __npy_i--) { \ + if (destination[__npy_i] < 0) { \ + destination[__npy_i] += \ + _PyAIT(it)->dims_m1[__npy_i]+1; \ + } \ + _PyAIT(it)->dataptr += destination[__npy_i] * \ + _PyAIT(it)->strides[__npy_i]; \ + _PyAIT(it)->coordinates[__npy_i] = \ + destination[__npy_i]; \ + _PyAIT(it)->index += destination[__npy_i] * \ + ( __npy_i==_PyAIT(it)->nd_m1 ? 1 : \ + _PyAIT(it)->dims_m1[__npy_i+1]+1) ; \ + } \ +} while (0) + +#define PyArray_ITER_GOTO1D(it, ind) do { \ + int __npy_i; \ + npy_intp __npy_ind = (npy_intp)(ind); \ + if (__npy_ind < 0) __npy_ind += _PyAIT(it)->size; \ + _PyAIT(it)->index = __npy_ind; \ + if (_PyAIT(it)->nd_m1 == 0) { \ + _PyAIT(it)->dataptr = PyArray_BYTES(_PyAIT(it)->ao) + \ + __npy_ind * _PyAIT(it)->strides[0]; \ + } \ + else if (_PyAIT(it)->contiguous) \ + _PyAIT(it)->dataptr = PyArray_BYTES(_PyAIT(it)->ao) + \ + __npy_ind * PyArray_DESCR(_PyAIT(it)->ao)->elsize; \ + else { \ + _PyAIT(it)->dataptr = PyArray_BYTES(_PyAIT(it)->ao); \ + for (__npy_i = 0; __npy_i<=_PyAIT(it)->nd_m1; \ + __npy_i++) { \ + _PyAIT(it)->dataptr += \ + (__npy_ind / _PyAIT(it)->factors[__npy_i]) \ + * _PyAIT(it)->strides[__npy_i]; \ + __npy_ind %= _PyAIT(it)->factors[__npy_i]; \ + } \ + } \ +} while (0) + +#define PyArray_ITER_DATA(it) ((void *)(_PyAIT(it)->dataptr)) + +#define PyArray_ITER_NOTDONE(it) (_PyAIT(it)->index < _PyAIT(it)->size) + + +/* + * Any object passed to PyArray_Broadcast must be binary compatible + * with this structure. + */ + +typedef struct { + PyObject_HEAD + int numiter; /* number of iters */ + npy_intp size; /* broadcasted size */ + npy_intp index; /* current index */ + int nd; /* number of dims */ + npy_intp dimensions[NPY_MAXDIMS]; /* dimensions */ + PyArrayIterObject *iters[NPY_MAXARGS]; /* iterators */ +} PyArrayMultiIterObject; + +#define _PyMIT(m) ((PyArrayMultiIterObject *)(m)) +#define PyArray_MultiIter_RESET(multi) do { \ + int __npy_mi; \ + _PyMIT(multi)->index = 0; \ + for (__npy_mi=0; __npy_mi < _PyMIT(multi)->numiter; __npy_mi++) { \ + PyArray_ITER_RESET(_PyMIT(multi)->iters[__npy_mi]); \ + } \ +} while (0) + +#define PyArray_MultiIter_NEXT(multi) do { \ + int __npy_mi; \ + _PyMIT(multi)->index++; \ + for (__npy_mi=0; __npy_mi < _PyMIT(multi)->numiter; __npy_mi++) { \ + PyArray_ITER_NEXT(_PyMIT(multi)->iters[__npy_mi]); \ + } \ +} while (0) + +#define PyArray_MultiIter_GOTO(multi, dest) do { \ + int __npy_mi; \ + for (__npy_mi=0; __npy_mi < _PyMIT(multi)->numiter; __npy_mi++) { \ + PyArray_ITER_GOTO(_PyMIT(multi)->iters[__npy_mi], dest); \ + } \ + _PyMIT(multi)->index = _PyMIT(multi)->iters[0]->index; \ +} while (0) + +#define PyArray_MultiIter_GOTO1D(multi, ind) do { \ + int __npy_mi; \ + for (__npy_mi=0; __npy_mi < _PyMIT(multi)->numiter; __npy_mi++) { \ + PyArray_ITER_GOTO1D(_PyMIT(multi)->iters[__npy_mi], ind); \ + } \ + _PyMIT(multi)->index = _PyMIT(multi)->iters[0]->index; \ +} while (0) + +#define PyArray_MultiIter_DATA(multi, i) \ + ((void *)(_PyMIT(multi)->iters[i]->dataptr)) + +#define PyArray_MultiIter_NEXTi(multi, i) \ + PyArray_ITER_NEXT(_PyMIT(multi)->iters[i]) + +#define PyArray_MultiIter_NOTDONE(multi) \ + (_PyMIT(multi)->index < _PyMIT(multi)->size) + + +/* + * Store the information needed for fancy-indexing over an array. The + * fields are slightly unordered to keep consec, dataptr and subspace + * where they were originally. + */ +typedef struct { + PyObject_HEAD + /* + * Multi-iterator portion --- needs to be present in this + * order to work with PyArray_Broadcast + */ + + int numiter; /* number of index-array + iterators */ + npy_intp size; /* size of broadcasted + result */ + npy_intp index; /* current index */ + int nd; /* number of dims */ + npy_intp dimensions[NPY_MAXDIMS]; /* dimensions */ + NpyIter *outer; /* index objects + iterator */ + void *unused[NPY_MAXDIMS - 2]; + PyArrayObject *array; + /* Flat iterator for the indexed array. For compatibility solely. */ + PyArrayIterObject *ait; + + /* + * Subspace array. For binary compatibility (was an iterator, + * but only the check for NULL should be used). + */ + PyArrayObject *subspace; + + /* + * if subspace iteration, then this is the array of axes in + * the underlying array represented by the index objects + */ + int iteraxes[NPY_MAXDIMS]; + npy_intp fancy_strides[NPY_MAXDIMS]; + + /* pointer when all fancy indices are 0 */ + char *baseoffset; + + /* + * after binding consec denotes at which axis the fancy axes + * are inserted. + */ + int consec; + char *dataptr; + + int nd_fancy; + npy_intp fancy_dims[NPY_MAXDIMS]; + + /* Whether the iterator (any of the iterators) requires API */ + int needs_api; + + /* + * Extra op information. + */ + PyArrayObject *extra_op; + PyArray_Descr *extra_op_dtype; /* desired dtype */ + npy_uint32 *extra_op_flags; /* Iterator flags */ + + NpyIter *extra_op_iter; + NpyIter_IterNextFunc *extra_op_next; + char **extra_op_ptrs; + + /* + * Information about the iteration state. + */ + NpyIter_IterNextFunc *outer_next; + char **outer_ptrs; + npy_intp *outer_strides; + + /* + * Information about the subspace iterator. + */ + NpyIter *subspace_iter; + NpyIter_IterNextFunc *subspace_next; + char **subspace_ptrs; + npy_intp *subspace_strides; + + /* Count for the external loop (which ever it is) for API iteration */ + npy_intp iter_count; + +} PyArrayMapIterObject; + +enum { + NPY_NEIGHBORHOOD_ITER_ZERO_PADDING, + NPY_NEIGHBORHOOD_ITER_ONE_PADDING, + NPY_NEIGHBORHOOD_ITER_CONSTANT_PADDING, + NPY_NEIGHBORHOOD_ITER_CIRCULAR_PADDING, + NPY_NEIGHBORHOOD_ITER_MIRROR_PADDING +}; + +typedef struct { + PyObject_HEAD + + /* + * PyArrayIterObject part: keep this in this exact order + */ + int nd_m1; /* number of dimensions - 1 */ + npy_intp index, size; + npy_intp coordinates[NPY_MAXDIMS];/* N-dimensional loop */ + npy_intp dims_m1[NPY_MAXDIMS]; /* ao->dimensions - 1 */ + npy_intp strides[NPY_MAXDIMS]; /* ao->strides or fake */ + npy_intp backstrides[NPY_MAXDIMS];/* how far to jump back */ + npy_intp factors[NPY_MAXDIMS]; /* shape factors */ + PyArrayObject *ao; + char *dataptr; /* pointer to current item*/ + npy_bool contiguous; + + npy_intp bounds[NPY_MAXDIMS][2]; + npy_intp limits[NPY_MAXDIMS][2]; + npy_intp limits_sizes[NPY_MAXDIMS]; + npy_iter_get_dataptr_t translate; + + /* + * New members + */ + npy_intp nd; + + /* Dimensions is the dimension of the array */ + npy_intp dimensions[NPY_MAXDIMS]; + + /* + * Neighborhood points coordinates are computed relatively to the + * point pointed by _internal_iter + */ + PyArrayIterObject* _internal_iter; + /* + * To keep a reference to the representation of the constant value + * for constant padding + */ + char* constant; + + int mode; +} PyArrayNeighborhoodIterObject; + +/* + * Neighborhood iterator API + */ + +/* General: those work for any mode */ +static NPY_INLINE int +PyArrayNeighborhoodIter_Reset(PyArrayNeighborhoodIterObject* iter); +static NPY_INLINE int +PyArrayNeighborhoodIter_Next(PyArrayNeighborhoodIterObject* iter); +#if 0 +static NPY_INLINE int +PyArrayNeighborhoodIter_Next2D(PyArrayNeighborhoodIterObject* iter); +#endif + +/* + * Include inline implementations - functions defined there are not + * considered public API + */ +#define _NPY_INCLUDE_NEIGHBORHOOD_IMP +#include "_neighborhood_iterator_imp.h" +#undef _NPY_INCLUDE_NEIGHBORHOOD_IMP + +/* The default array type */ +#define NPY_DEFAULT_TYPE NPY_DOUBLE + +/* + * All sorts of useful ways to look into a PyArrayObject. It is recommended + * to use PyArrayObject * objects instead of always casting from PyObject *, + * for improved type checking. + * + * In many cases here the macro versions of the accessors are deprecated, + * but can't be immediately changed to inline functions because the + * preexisting macros accept PyObject * and do automatic casts. Inline + * functions accepting PyArrayObject * provides for some compile-time + * checking of correctness when working with these objects in C. + */ + +#define PyArray_ISONESEGMENT(m) (PyArray_CHKFLAGS(m, NPY_ARRAY_C_CONTIGUOUS) || \ + PyArray_CHKFLAGS(m, NPY_ARRAY_F_CONTIGUOUS)) + +#define PyArray_ISFORTRAN(m) (PyArray_CHKFLAGS(m, NPY_ARRAY_F_CONTIGUOUS) && \ + (!PyArray_CHKFLAGS(m, NPY_ARRAY_C_CONTIGUOUS))) + +#define PyArray_FORTRAN_IF(m) ((PyArray_CHKFLAGS(m, NPY_ARRAY_F_CONTIGUOUS) ? \ + NPY_ARRAY_F_CONTIGUOUS : 0)) + +#if (defined(NPY_NO_DEPRECATED_API) && (NPY_1_7_API_VERSION <= NPY_NO_DEPRECATED_API)) +/* + * Changing access macros into functions, to allow for future hiding + * of the internal memory layout. This later hiding will allow the 2.x series + * to change the internal representation of arrays without affecting + * ABI compatibility. + */ + +static NPY_INLINE int +PyArray_NDIM(const PyArrayObject *arr) +{ + return ((PyArrayObject_fields *)arr)->nd; +} + +static NPY_INLINE void * +PyArray_DATA(PyArrayObject *arr) +{ + return ((PyArrayObject_fields *)arr)->data; +} + +static NPY_INLINE char * +PyArray_BYTES(PyArrayObject *arr) +{ + return ((PyArrayObject_fields *)arr)->data; +} + +static NPY_INLINE npy_intp * +PyArray_DIMS(PyArrayObject *arr) +{ + return ((PyArrayObject_fields *)arr)->dimensions; +} + +static NPY_INLINE npy_intp * +PyArray_STRIDES(PyArrayObject *arr) +{ + return ((PyArrayObject_fields *)arr)->strides; +} + +static NPY_INLINE npy_intp +PyArray_DIM(const PyArrayObject *arr, int idim) +{ + return ((PyArrayObject_fields *)arr)->dimensions[idim]; +} + +static NPY_INLINE npy_intp +PyArray_STRIDE(const PyArrayObject *arr, int istride) +{ + return ((PyArrayObject_fields *)arr)->strides[istride]; +} + +static NPY_INLINE NPY_RETURNS_BORROWED_REF PyObject * +PyArray_BASE(PyArrayObject *arr) +{ + return ((PyArrayObject_fields *)arr)->base; +} + +static NPY_INLINE NPY_RETURNS_BORROWED_REF PyArray_Descr * +PyArray_DESCR(PyArrayObject *arr) +{ + return ((PyArrayObject_fields *)arr)->descr; +} + +static NPY_INLINE int +PyArray_FLAGS(const PyArrayObject *arr) +{ + return ((PyArrayObject_fields *)arr)->flags; +} + +static NPY_INLINE npy_intp +PyArray_ITEMSIZE(const PyArrayObject *arr) +{ + return ((PyArrayObject_fields *)arr)->descr->elsize; +} + +static NPY_INLINE int +PyArray_TYPE(const PyArrayObject *arr) +{ + return ((PyArrayObject_fields *)arr)->descr->type_num; +} + +static NPY_INLINE int +PyArray_CHKFLAGS(const PyArrayObject *arr, int flags) +{ + return (PyArray_FLAGS(arr) & flags) == flags; +} + +static NPY_INLINE PyObject * +PyArray_GETITEM(const PyArrayObject *arr, const char *itemptr) +{ + return ((PyArrayObject_fields *)arr)->descr->f->getitem( + (void *)itemptr, (PyArrayObject *)arr); +} + +/* + * SETITEM should only be used if it is known that the value is a scalar + * and of a type understood by the arrays dtype. + * Use `PyArray_Pack` if the value may be of a different dtype. + */ +static NPY_INLINE int +PyArray_SETITEM(PyArrayObject *arr, char *itemptr, PyObject *v) +{ + return ((PyArrayObject_fields *)arr)->descr->f->setitem(v, itemptr, arr); +} + +#else + +/* These macros are deprecated as of NumPy 1.7. */ +#define PyArray_NDIM(obj) (((PyArrayObject_fields *)(obj))->nd) +#define PyArray_BYTES(obj) (((PyArrayObject_fields *)(obj))->data) +#define PyArray_DATA(obj) ((void *)((PyArrayObject_fields *)(obj))->data) +#define PyArray_DIMS(obj) (((PyArrayObject_fields *)(obj))->dimensions) +#define PyArray_STRIDES(obj) (((PyArrayObject_fields *)(obj))->strides) +#define PyArray_DIM(obj,n) (PyArray_DIMS(obj)[n]) +#define PyArray_STRIDE(obj,n) (PyArray_STRIDES(obj)[n]) +#define PyArray_BASE(obj) (((PyArrayObject_fields *)(obj))->base) +#define PyArray_DESCR(obj) (((PyArrayObject_fields *)(obj))->descr) +#define PyArray_FLAGS(obj) (((PyArrayObject_fields *)(obj))->flags) +#define PyArray_CHKFLAGS(m, FLAGS) \ + ((((PyArrayObject_fields *)(m))->flags & (FLAGS)) == (FLAGS)) +#define PyArray_ITEMSIZE(obj) \ + (((PyArrayObject_fields *)(obj))->descr->elsize) +#define PyArray_TYPE(obj) \ + (((PyArrayObject_fields *)(obj))->descr->type_num) +#define PyArray_GETITEM(obj,itemptr) \ + PyArray_DESCR(obj)->f->getitem((char *)(itemptr), \ + (PyArrayObject *)(obj)) + +#define PyArray_SETITEM(obj,itemptr,v) \ + PyArray_DESCR(obj)->f->setitem((PyObject *)(v), \ + (char *)(itemptr), \ + (PyArrayObject *)(obj)) +#endif + +static NPY_INLINE PyArray_Descr * +PyArray_DTYPE(PyArrayObject *arr) +{ + return ((PyArrayObject_fields *)arr)->descr; +} + +static NPY_INLINE npy_intp * +PyArray_SHAPE(PyArrayObject *arr) +{ + return ((PyArrayObject_fields *)arr)->dimensions; +} + +/* + * Enables the specified array flags. Does no checking, + * assumes you know what you're doing. + */ +static NPY_INLINE void +PyArray_ENABLEFLAGS(PyArrayObject *arr, int flags) +{ + ((PyArrayObject_fields *)arr)->flags |= flags; +} + +/* + * Clears the specified array flags. Does no checking, + * assumes you know what you're doing. + */ +static NPY_INLINE void +PyArray_CLEARFLAGS(PyArrayObject *arr, int flags) +{ + ((PyArrayObject_fields *)arr)->flags &= ~flags; +} + +#define PyTypeNum_ISBOOL(type) ((type) == NPY_BOOL) + +#define PyTypeNum_ISUNSIGNED(type) (((type) == NPY_UBYTE) || \ + ((type) == NPY_USHORT) || \ + ((type) == NPY_UINT) || \ + ((type) == NPY_ULONG) || \ + ((type) == NPY_ULONGLONG)) + +#define PyTypeNum_ISSIGNED(type) (((type) == NPY_BYTE) || \ + ((type) == NPY_SHORT) || \ + ((type) == NPY_INT) || \ + ((type) == NPY_LONG) || \ + ((type) == NPY_LONGLONG)) + +#define PyTypeNum_ISINTEGER(type) (((type) >= NPY_BYTE) && \ + ((type) <= NPY_ULONGLONG)) + +#define PyTypeNum_ISFLOAT(type) ((((type) >= NPY_FLOAT) && \ + ((type) <= NPY_LONGDOUBLE)) || \ + ((type) == NPY_HALF)) + +#define PyTypeNum_ISNUMBER(type) (((type) <= NPY_CLONGDOUBLE) || \ + ((type) == NPY_HALF)) + +#define PyTypeNum_ISSTRING(type) (((type) == NPY_STRING) || \ + ((type) == NPY_UNICODE)) + +#define PyTypeNum_ISCOMPLEX(type) (((type) >= NPY_CFLOAT) && \ + ((type) <= NPY_CLONGDOUBLE)) + +#define PyTypeNum_ISPYTHON(type) (((type) == NPY_LONG) || \ + ((type) == NPY_DOUBLE) || \ + ((type) == NPY_CDOUBLE) || \ + ((type) == NPY_BOOL) || \ + ((type) == NPY_OBJECT )) + +#define PyTypeNum_ISFLEXIBLE(type) (((type) >=NPY_STRING) && \ + ((type) <=NPY_VOID)) + +#define PyTypeNum_ISDATETIME(type) (((type) >=NPY_DATETIME) && \ + ((type) <=NPY_TIMEDELTA)) + +#define PyTypeNum_ISUSERDEF(type) (((type) >= NPY_USERDEF) && \ + ((type) < NPY_USERDEF+ \ + NPY_NUMUSERTYPES)) + +#define PyTypeNum_ISEXTENDED(type) (PyTypeNum_ISFLEXIBLE(type) || \ + PyTypeNum_ISUSERDEF(type)) + +#define PyTypeNum_ISOBJECT(type) ((type) == NPY_OBJECT) + + +#define PyDataType_ISBOOL(obj) PyTypeNum_ISBOOL(((PyArray_Descr*)(obj))->type_num) +#define PyDataType_ISUNSIGNED(obj) PyTypeNum_ISUNSIGNED(((PyArray_Descr*)(obj))->type_num) +#define PyDataType_ISSIGNED(obj) PyTypeNum_ISSIGNED(((PyArray_Descr*)(obj))->type_num) +#define PyDataType_ISINTEGER(obj) PyTypeNum_ISINTEGER(((PyArray_Descr*)(obj))->type_num ) +#define PyDataType_ISFLOAT(obj) PyTypeNum_ISFLOAT(((PyArray_Descr*)(obj))->type_num) +#define PyDataType_ISNUMBER(obj) PyTypeNum_ISNUMBER(((PyArray_Descr*)(obj))->type_num) +#define PyDataType_ISSTRING(obj) PyTypeNum_ISSTRING(((PyArray_Descr*)(obj))->type_num) +#define PyDataType_ISCOMPLEX(obj) PyTypeNum_ISCOMPLEX(((PyArray_Descr*)(obj))->type_num) +#define PyDataType_ISPYTHON(obj) PyTypeNum_ISPYTHON(((PyArray_Descr*)(obj))->type_num) +#define PyDataType_ISFLEXIBLE(obj) PyTypeNum_ISFLEXIBLE(((PyArray_Descr*)(obj))->type_num) +#define PyDataType_ISDATETIME(obj) PyTypeNum_ISDATETIME(((PyArray_Descr*)(obj))->type_num) +#define PyDataType_ISUSERDEF(obj) PyTypeNum_ISUSERDEF(((PyArray_Descr*)(obj))->type_num) +#define PyDataType_ISEXTENDED(obj) PyTypeNum_ISEXTENDED(((PyArray_Descr*)(obj))->type_num) +#define PyDataType_ISOBJECT(obj) PyTypeNum_ISOBJECT(((PyArray_Descr*)(obj))->type_num) +#define PyDataType_HASFIELDS(obj) (((PyArray_Descr *)(obj))->names != NULL) +#define PyDataType_HASSUBARRAY(dtype) ((dtype)->subarray != NULL) +#define PyDataType_ISUNSIZED(dtype) ((dtype)->elsize == 0 && \ + !PyDataType_HASFIELDS(dtype)) +#define PyDataType_MAKEUNSIZED(dtype) ((dtype)->elsize = 0) + +#define PyArray_ISBOOL(obj) PyTypeNum_ISBOOL(PyArray_TYPE(obj)) +#define PyArray_ISUNSIGNED(obj) PyTypeNum_ISUNSIGNED(PyArray_TYPE(obj)) +#define PyArray_ISSIGNED(obj) PyTypeNum_ISSIGNED(PyArray_TYPE(obj)) +#define PyArray_ISINTEGER(obj) PyTypeNum_ISINTEGER(PyArray_TYPE(obj)) +#define PyArray_ISFLOAT(obj) PyTypeNum_ISFLOAT(PyArray_TYPE(obj)) +#define PyArray_ISNUMBER(obj) PyTypeNum_ISNUMBER(PyArray_TYPE(obj)) +#define PyArray_ISSTRING(obj) PyTypeNum_ISSTRING(PyArray_TYPE(obj)) +#define PyArray_ISCOMPLEX(obj) PyTypeNum_ISCOMPLEX(PyArray_TYPE(obj)) +#define PyArray_ISPYTHON(obj) PyTypeNum_ISPYTHON(PyArray_TYPE(obj)) +#define PyArray_ISFLEXIBLE(obj) PyTypeNum_ISFLEXIBLE(PyArray_TYPE(obj)) +#define PyArray_ISDATETIME(obj) PyTypeNum_ISDATETIME(PyArray_TYPE(obj)) +#define PyArray_ISUSERDEF(obj) PyTypeNum_ISUSERDEF(PyArray_TYPE(obj)) +#define PyArray_ISEXTENDED(obj) PyTypeNum_ISEXTENDED(PyArray_TYPE(obj)) +#define PyArray_ISOBJECT(obj) PyTypeNum_ISOBJECT(PyArray_TYPE(obj)) +#define PyArray_HASFIELDS(obj) PyDataType_HASFIELDS(PyArray_DESCR(obj)) + + /* + * FIXME: This should check for a flag on the data-type that + * states whether or not it is variable length. Because the + * ISFLEXIBLE check is hard-coded to the built-in data-types. + */ +#define PyArray_ISVARIABLE(obj) PyTypeNum_ISFLEXIBLE(PyArray_TYPE(obj)) + +#define PyArray_SAFEALIGNEDCOPY(obj) (PyArray_ISALIGNED(obj) && !PyArray_ISVARIABLE(obj)) + + +#define NPY_LITTLE '<' +#define NPY_BIG '>' +#define NPY_NATIVE '=' +#define NPY_SWAP 's' +#define NPY_IGNORE '|' + +#if NPY_BYTE_ORDER == NPY_BIG_ENDIAN +#define NPY_NATBYTE NPY_BIG +#define NPY_OPPBYTE NPY_LITTLE +#else +#define NPY_NATBYTE NPY_LITTLE +#define NPY_OPPBYTE NPY_BIG +#endif + +#define PyArray_ISNBO(arg) ((arg) != NPY_OPPBYTE) +#define PyArray_IsNativeByteOrder PyArray_ISNBO +#define PyArray_ISNOTSWAPPED(m) PyArray_ISNBO(PyArray_DESCR(m)->byteorder) +#define PyArray_ISBYTESWAPPED(m) (!PyArray_ISNOTSWAPPED(m)) + +#define PyArray_FLAGSWAP(m, flags) (PyArray_CHKFLAGS(m, flags) && \ + PyArray_ISNOTSWAPPED(m)) + +#define PyArray_ISCARRAY(m) PyArray_FLAGSWAP(m, NPY_ARRAY_CARRAY) +#define PyArray_ISCARRAY_RO(m) PyArray_FLAGSWAP(m, NPY_ARRAY_CARRAY_RO) +#define PyArray_ISFARRAY(m) PyArray_FLAGSWAP(m, NPY_ARRAY_FARRAY) +#define PyArray_ISFARRAY_RO(m) PyArray_FLAGSWAP(m, NPY_ARRAY_FARRAY_RO) +#define PyArray_ISBEHAVED(m) PyArray_FLAGSWAP(m, NPY_ARRAY_BEHAVED) +#define PyArray_ISBEHAVED_RO(m) PyArray_FLAGSWAP(m, NPY_ARRAY_ALIGNED) + + +#define PyDataType_ISNOTSWAPPED(d) PyArray_ISNBO(((PyArray_Descr *)(d))->byteorder) +#define PyDataType_ISBYTESWAPPED(d) (!PyDataType_ISNOTSWAPPED(d)) + +/************************************************************ + * A struct used by PyArray_CreateSortedStridePerm, new in 1.7. + ************************************************************/ + +typedef struct { + npy_intp perm, stride; +} npy_stride_sort_item; + +/************************************************************ + * This is the form of the struct that's stored in the + * PyCapsule returned by an array's __array_struct__ attribute. See + * https://docs.scipy.org/doc/numpy/reference/arrays.interface.html for the full + * documentation. + ************************************************************/ +typedef struct { + int two; /* + * contains the integer 2 as a sanity + * check + */ + + int nd; /* number of dimensions */ + + char typekind; /* + * kind in array --- character code of + * typestr + */ + + int itemsize; /* size of each element */ + + int flags; /* + * how should be data interpreted. Valid + * flags are CONTIGUOUS (1), F_CONTIGUOUS (2), + * ALIGNED (0x100), NOTSWAPPED (0x200), and + * WRITEABLE (0x400). ARR_HAS_DESCR (0x800) + * states that arrdescr field is present in + * structure + */ + + npy_intp *shape; /* + * A length-nd array of shape + * information + */ + + npy_intp *strides; /* A length-nd array of stride information */ + + void *data; /* A pointer to the first element of the array */ + + PyObject *descr; /* + * A list of fields or NULL (ignored if flags + * does not have ARR_HAS_DESCR flag set) + */ +} PyArrayInterface; + +/* + * This is a function for hooking into the PyDataMem_NEW/FREE/RENEW functions. + * See the documentation for PyDataMem_SetEventHook. + */ +typedef void (PyDataMem_EventHookFunc)(void *inp, void *outp, size_t size, + void *user_data); + + +/* + * PyArray_DTypeMeta related definitions. + * + * As of now, this API is preliminary and will be extended as necessary. + */ +#if defined(NPY_INTERNAL_BUILD) && NPY_INTERNAL_BUILD + /* + * The Structures defined in this block are considered private API and + * may change without warning! + */ + /* TODO: Make this definition public in the API, as soon as its settled */ + NPY_NO_EXPORT extern PyTypeObject PyArrayDTypeMeta_Type; + + typedef struct PyArray_DTypeMeta_tag PyArray_DTypeMeta; + + typedef PyArray_Descr *(discover_descr_from_pyobject_function)( + PyArray_DTypeMeta *cls, PyObject *obj); + + /* + * Before making this public, we should decide whether it should pass + * the type, or allow looking at the object. A possible use-case: + * `np.array(np.array([0]), dtype=np.ndarray)` + * Could consider arrays that are not `dtype=ndarray` "scalars". + */ + typedef int (is_known_scalar_type_function)( + PyArray_DTypeMeta *cls, PyTypeObject *obj); + + typedef PyArray_Descr *(default_descr_function)(PyArray_DTypeMeta *cls); + typedef PyArray_DTypeMeta *(common_dtype_function)( + PyArray_DTypeMeta *dtype1, PyArray_DTypeMeta *dtyep2); + typedef PyArray_DTypeMeta *(common_dtype_with_value_function)( + PyArray_DTypeMeta *dtype1, PyArray_DTypeMeta *dtyep2, PyObject *value); + typedef PyArray_Descr *(common_instance_function)( + PyArray_Descr *dtype1, PyArray_Descr *dtyep2); + + /* + * While NumPy DTypes would not need to be heap types the plan is to + * make DTypes available in Python at which point they will be heap types. + * Since we also wish to add fields to the DType class, this looks like + * a typical instance definition, but with PyHeapTypeObject instead of + * only the PyObject_HEAD. + * This must only be exposed very extremely careful consideration, since + * it is a fairly complex construct which may be better to allow + * refactoring of. + */ + struct PyArray_DTypeMeta_tag { + PyHeapTypeObject super; + + /* + * Most DTypes will have a singleton default instance, for the + * parametric legacy DTypes (bytes, string, void, datetime) this + * may be a pointer to the *prototype* instance? + */ + PyArray_Descr *singleton; + /* + * Is this DType created using the old API? This exists mainly to + * allow for assertions in paths specific to wrapping legacy types. + */ + npy_bool legacy; + /* The values stored by a parametric datatype depend on its instance */ + npy_bool parametric; + /* whether the DType can be instantiated (i.e. np.dtype cannot) */ + npy_bool abstract; + + /* + * The following fields replicate the most important dtype information. + * In the legacy implementation most of these are stored in the + * PyArray_Descr struct. + */ + /* The type object of the scalar instances (may be NULL?) */ + PyTypeObject *scalar_type; + /* kind for this type */ + char kind; + /* unique-character representing this type */ + char type; + /* flags describing data type */ + char flags; + /* number representing this type */ + int type_num; + /* + * Point to the original ArrFuncs. + * NOTE: We could make a copy to detect changes to `f`. + */ + PyArray_ArrFuncs *f; + + /* DType methods, these could be moved into its own struct */ + discover_descr_from_pyobject_function *discover_descr_from_pyobject; + is_known_scalar_type_function *is_known_scalar_type; + default_descr_function *default_descr; + common_dtype_function *common_dtype; + common_dtype_with_value_function *common_dtype_with_value; + common_instance_function *common_instance; + /* + * The casting implementation (ArrayMethod) to convert between two + * instances of this DType, stored explicitly for fast access: + */ + PyObject *within_dtype_castingimpl; + /* + * Dictionary of ArrayMethods representing most possible casts + * (structured and object are exceptions). + * This should potentially become a weak mapping in the future. + */ + PyObject *castingimpls; + }; + +#endif /* NPY_INTERNAL_BUILD */ + + +/* + * Use the keyword NPY_DEPRECATED_INCLUDES to ensure that the header files + * npy_*_*_deprecated_api.h are only included from here and nowhere else. + */ +#ifdef NPY_DEPRECATED_INCLUDES +#error "Do not use the reserved keyword NPY_DEPRECATED_INCLUDES." +#endif +#define NPY_DEPRECATED_INCLUDES +#if !defined(NPY_NO_DEPRECATED_API) || \ + (NPY_NO_DEPRECATED_API < NPY_1_7_API_VERSION) +#include "npy_1_7_deprecated_api.h" +#endif +/* + * There is no file npy_1_8_deprecated_api.h since there are no additional + * deprecated API features in NumPy 1.8. + * + * Note to maintainers: insert code like the following in future NumPy + * versions. + * + * #if !defined(NPY_NO_DEPRECATED_API) || \ + * (NPY_NO_DEPRECATED_API < NPY_1_9_API_VERSION) + * #include "npy_1_9_deprecated_api.h" + * #endif + */ +#undef NPY_DEPRECATED_INCLUDES + +#endif /* NPY_ARRAYTYPES_H */ diff --git a/EXE version/main/numpy/core/include/numpy/noprefix.h b/EXE version/main/numpy/core/include/numpy/noprefix.h new file mode 100644 index 00000000..041f3019 --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/noprefix.h @@ -0,0 +1,212 @@ +#ifndef NPY_NOPREFIX_H +#define NPY_NOPREFIX_H + +/* + * You can directly include noprefix.h as a backward + * compatibility measure + */ +#ifndef NPY_NO_PREFIX +#include "ndarrayobject.h" +#include "npy_interrupt.h" +#endif + +#define SIGSETJMP NPY_SIGSETJMP +#define SIGLONGJMP NPY_SIGLONGJMP +#define SIGJMP_BUF NPY_SIGJMP_BUF + +#define MAX_DIMS NPY_MAXDIMS + +#define longlong npy_longlong +#define ulonglong npy_ulonglong +#define Bool npy_bool +#define longdouble npy_longdouble +#define byte npy_byte + +#ifndef _BSD_SOURCE +#define ushort npy_ushort +#define uint npy_uint +#define ulong npy_ulong +#endif + +#define ubyte npy_ubyte +#define ushort npy_ushort +#define uint npy_uint +#define ulong npy_ulong +#define cfloat npy_cfloat +#define cdouble npy_cdouble +#define clongdouble npy_clongdouble +#define Int8 npy_int8 +#define UInt8 npy_uint8 +#define Int16 npy_int16 +#define UInt16 npy_uint16 +#define Int32 npy_int32 +#define UInt32 npy_uint32 +#define Int64 npy_int64 +#define UInt64 npy_uint64 +#define Int128 npy_int128 +#define UInt128 npy_uint128 +#define Int256 npy_int256 +#define UInt256 npy_uint256 +#define Float16 npy_float16 +#define Complex32 npy_complex32 +#define Float32 npy_float32 +#define Complex64 npy_complex64 +#define Float64 npy_float64 +#define Complex128 npy_complex128 +#define Float80 npy_float80 +#define Complex160 npy_complex160 +#define Float96 npy_float96 +#define Complex192 npy_complex192 +#define Float128 npy_float128 +#define Complex256 npy_complex256 +#define intp npy_intp +#define uintp npy_uintp +#define datetime npy_datetime +#define timedelta npy_timedelta + +#define SIZEOF_LONGLONG NPY_SIZEOF_LONGLONG +#define SIZEOF_INTP NPY_SIZEOF_INTP +#define SIZEOF_UINTP NPY_SIZEOF_UINTP +#define SIZEOF_HALF NPY_SIZEOF_HALF +#define SIZEOF_LONGDOUBLE NPY_SIZEOF_LONGDOUBLE +#define SIZEOF_DATETIME NPY_SIZEOF_DATETIME +#define SIZEOF_TIMEDELTA NPY_SIZEOF_TIMEDELTA + +#define LONGLONG_FMT NPY_LONGLONG_FMT +#define ULONGLONG_FMT NPY_ULONGLONG_FMT +#define LONGLONG_SUFFIX NPY_LONGLONG_SUFFIX +#define ULONGLONG_SUFFIX NPY_ULONGLONG_SUFFIX + +#define MAX_INT8 127 +#define MIN_INT8 -128 +#define MAX_UINT8 255 +#define MAX_INT16 32767 +#define MIN_INT16 -32768 +#define MAX_UINT16 65535 +#define MAX_INT32 2147483647 +#define MIN_INT32 (-MAX_INT32 - 1) +#define MAX_UINT32 4294967295U +#define MAX_INT64 LONGLONG_SUFFIX(9223372036854775807) +#define MIN_INT64 (-MAX_INT64 - LONGLONG_SUFFIX(1)) +#define MAX_UINT64 ULONGLONG_SUFFIX(18446744073709551615) +#define MAX_INT128 LONGLONG_SUFFIX(85070591730234615865843651857942052864) +#define MIN_INT128 (-MAX_INT128 - LONGLONG_SUFFIX(1)) +#define MAX_UINT128 ULONGLONG_SUFFIX(170141183460469231731687303715884105728) +#define MAX_INT256 LONGLONG_SUFFIX(57896044618658097711785492504343953926634992332820282019728792003956564819967) +#define MIN_INT256 (-MAX_INT256 - LONGLONG_SUFFIX(1)) +#define MAX_UINT256 ULONGLONG_SUFFIX(115792089237316195423570985008687907853269984665640564039457584007913129639935) + +#define MAX_BYTE NPY_MAX_BYTE +#define MIN_BYTE NPY_MIN_BYTE +#define MAX_UBYTE NPY_MAX_UBYTE +#define MAX_SHORT NPY_MAX_SHORT +#define MIN_SHORT NPY_MIN_SHORT +#define MAX_USHORT NPY_MAX_USHORT +#define MAX_INT NPY_MAX_INT +#define MIN_INT NPY_MIN_INT +#define MAX_UINT NPY_MAX_UINT +#define MAX_LONG NPY_MAX_LONG +#define MIN_LONG NPY_MIN_LONG +#define MAX_ULONG NPY_MAX_ULONG +#define MAX_LONGLONG NPY_MAX_LONGLONG +#define MIN_LONGLONG NPY_MIN_LONGLONG +#define MAX_ULONGLONG NPY_MAX_ULONGLONG +#define MIN_DATETIME NPY_MIN_DATETIME +#define MAX_DATETIME NPY_MAX_DATETIME +#define MIN_TIMEDELTA NPY_MIN_TIMEDELTA +#define MAX_TIMEDELTA NPY_MAX_TIMEDELTA + +#define BITSOF_BOOL NPY_BITSOF_BOOL +#define BITSOF_CHAR NPY_BITSOF_CHAR +#define BITSOF_SHORT NPY_BITSOF_SHORT +#define BITSOF_INT NPY_BITSOF_INT +#define BITSOF_LONG NPY_BITSOF_LONG +#define BITSOF_LONGLONG NPY_BITSOF_LONGLONG +#define BITSOF_HALF NPY_BITSOF_HALF +#define BITSOF_FLOAT NPY_BITSOF_FLOAT +#define BITSOF_DOUBLE NPY_BITSOF_DOUBLE +#define BITSOF_LONGDOUBLE NPY_BITSOF_LONGDOUBLE +#define BITSOF_DATETIME NPY_BITSOF_DATETIME +#define BITSOF_TIMEDELTA NPY_BITSOF_TIMEDELTA + +#define _pya_malloc PyArray_malloc +#define _pya_free PyArray_free +#define _pya_realloc PyArray_realloc + +#define BEGIN_THREADS_DEF NPY_BEGIN_THREADS_DEF +#define BEGIN_THREADS NPY_BEGIN_THREADS +#define END_THREADS NPY_END_THREADS +#define ALLOW_C_API_DEF NPY_ALLOW_C_API_DEF +#define ALLOW_C_API NPY_ALLOW_C_API +#define DISABLE_C_API NPY_DISABLE_C_API + +#define PY_FAIL NPY_FAIL +#define PY_SUCCEED NPY_SUCCEED + +#ifndef TRUE +#define TRUE NPY_TRUE +#endif + +#ifndef FALSE +#define FALSE NPY_FALSE +#endif + +#define LONGDOUBLE_FMT NPY_LONGDOUBLE_FMT + +#define CONTIGUOUS NPY_CONTIGUOUS +#define C_CONTIGUOUS NPY_C_CONTIGUOUS +#define FORTRAN NPY_FORTRAN +#define F_CONTIGUOUS NPY_F_CONTIGUOUS +#define OWNDATA NPY_OWNDATA +#define FORCECAST NPY_FORCECAST +#define ENSURECOPY NPY_ENSURECOPY +#define ENSUREARRAY NPY_ENSUREARRAY +#define ELEMENTSTRIDES NPY_ELEMENTSTRIDES +#define ALIGNED NPY_ALIGNED +#define NOTSWAPPED NPY_NOTSWAPPED +#define WRITEABLE NPY_WRITEABLE +#define UPDATEIFCOPY NPY_UPDATEIFCOPY +#define WRITEBACKIFCOPY NPY_ARRAY_WRITEBACKIFCOPY +#define ARR_HAS_DESCR NPY_ARR_HAS_DESCR +#define BEHAVED NPY_BEHAVED +#define BEHAVED_NS NPY_BEHAVED_NS +#define CARRAY NPY_CARRAY +#define CARRAY_RO NPY_CARRAY_RO +#define FARRAY NPY_FARRAY +#define FARRAY_RO NPY_FARRAY_RO +#define DEFAULT NPY_DEFAULT +#define IN_ARRAY NPY_IN_ARRAY +#define OUT_ARRAY NPY_OUT_ARRAY +#define INOUT_ARRAY NPY_INOUT_ARRAY +#define IN_FARRAY NPY_IN_FARRAY +#define OUT_FARRAY NPY_OUT_FARRAY +#define INOUT_FARRAY NPY_INOUT_FARRAY +#define UPDATE_ALL NPY_UPDATE_ALL + +#define OWN_DATA NPY_OWNDATA +#define BEHAVED_FLAGS NPY_BEHAVED +#define BEHAVED_FLAGS_NS NPY_BEHAVED_NS +#define CARRAY_FLAGS_RO NPY_CARRAY_RO +#define CARRAY_FLAGS NPY_CARRAY +#define FARRAY_FLAGS NPY_FARRAY +#define FARRAY_FLAGS_RO NPY_FARRAY_RO +#define DEFAULT_FLAGS NPY_DEFAULT +#define UPDATE_ALL_FLAGS NPY_UPDATE_ALL_FLAGS + +#ifndef MIN +#define MIN PyArray_MIN +#endif +#ifndef MAX +#define MAX PyArray_MAX +#endif +#define MAX_INTP NPY_MAX_INTP +#define MIN_INTP NPY_MIN_INTP +#define MAX_UINTP NPY_MAX_UINTP +#define INTP_FMT NPY_INTP_FMT + +#ifndef PYPY_VERSION +#define REFCOUNT PyArray_REFCOUNT +#define MAX_ELSIZE NPY_MAX_ELSIZE +#endif + +#endif diff --git a/EXE version/main/numpy/core/include/numpy/npy_1_7_deprecated_api.h b/EXE version/main/numpy/core/include/numpy/npy_1_7_deprecated_api.h new file mode 100644 index 00000000..a4f90e01 --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/npy_1_7_deprecated_api.h @@ -0,0 +1,125 @@ +#ifndef _NPY_1_7_DEPRECATED_API_H +#define _NPY_1_7_DEPRECATED_API_H + +#ifndef NPY_DEPRECATED_INCLUDES +#error "Should never include npy_*_*_deprecated_api directly." +#endif + +/* Emit a warning if the user did not specifically request the old API */ +#ifndef NPY_NO_DEPRECATED_API +#if defined(_WIN32) +#define _WARN___STR2__(x) #x +#define _WARN___STR1__(x) _WARN___STR2__(x) +#define _WARN___LOC__ __FILE__ "(" _WARN___STR1__(__LINE__) ") : Warning Msg: " +#pragma message(_WARN___LOC__"Using deprecated NumPy API, disable it with " \ + "#define NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION") +#else +#warning "Using deprecated NumPy API, disable it with " \ + "#define NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION" +#endif +#endif + +/* + * This header exists to collect all dangerous/deprecated NumPy API + * as of NumPy 1.7. + * + * This is an attempt to remove bad API, the proliferation of macros, + * and namespace pollution currently produced by the NumPy headers. + */ + +/* These array flags are deprecated as of NumPy 1.7 */ +#define NPY_CONTIGUOUS NPY_ARRAY_C_CONTIGUOUS +#define NPY_FORTRAN NPY_ARRAY_F_CONTIGUOUS + +/* + * The consistent NPY_ARRAY_* names which don't pollute the NPY_* + * namespace were added in NumPy 1.7. + * + * These versions of the carray flags are deprecated, but + * probably should only be removed after two releases instead of one. + */ +#define NPY_C_CONTIGUOUS NPY_ARRAY_C_CONTIGUOUS +#define NPY_F_CONTIGUOUS NPY_ARRAY_F_CONTIGUOUS +#define NPY_OWNDATA NPY_ARRAY_OWNDATA +#define NPY_FORCECAST NPY_ARRAY_FORCECAST +#define NPY_ENSURECOPY NPY_ARRAY_ENSURECOPY +#define NPY_ENSUREARRAY NPY_ARRAY_ENSUREARRAY +#define NPY_ELEMENTSTRIDES NPY_ARRAY_ELEMENTSTRIDES +#define NPY_ALIGNED NPY_ARRAY_ALIGNED +#define NPY_NOTSWAPPED NPY_ARRAY_NOTSWAPPED +#define NPY_WRITEABLE NPY_ARRAY_WRITEABLE +#define NPY_UPDATEIFCOPY NPY_ARRAY_UPDATEIFCOPY +#define NPY_BEHAVED NPY_ARRAY_BEHAVED +#define NPY_BEHAVED_NS NPY_ARRAY_BEHAVED_NS +#define NPY_CARRAY NPY_ARRAY_CARRAY +#define NPY_CARRAY_RO NPY_ARRAY_CARRAY_RO +#define NPY_FARRAY NPY_ARRAY_FARRAY +#define NPY_FARRAY_RO NPY_ARRAY_FARRAY_RO +#define NPY_DEFAULT NPY_ARRAY_DEFAULT +#define NPY_IN_ARRAY NPY_ARRAY_IN_ARRAY +#define NPY_OUT_ARRAY NPY_ARRAY_OUT_ARRAY +#define NPY_INOUT_ARRAY NPY_ARRAY_INOUT_ARRAY +#define NPY_IN_FARRAY NPY_ARRAY_IN_FARRAY +#define NPY_OUT_FARRAY NPY_ARRAY_OUT_FARRAY +#define NPY_INOUT_FARRAY NPY_ARRAY_INOUT_FARRAY +#define NPY_UPDATE_ALL NPY_ARRAY_UPDATE_ALL + +/* This way of accessing the default type is deprecated as of NumPy 1.7 */ +#define PyArray_DEFAULT NPY_DEFAULT_TYPE + +/* These DATETIME bits aren't used internally */ +#define PyDataType_GetDatetimeMetaData(descr) \ + ((descr->metadata == NULL) ? NULL : \ + ((PyArray_DatetimeMetaData *)(PyCapsule_GetPointer( \ + PyDict_GetItemString( \ + descr->metadata, NPY_METADATA_DTSTR), NULL)))) + +/* + * Deprecated as of NumPy 1.7, this kind of shortcut doesn't + * belong in the public API. + */ +#define NPY_AO PyArrayObject + +/* + * Deprecated as of NumPy 1.7, an all-lowercase macro doesn't + * belong in the public API. + */ +#define fortran fortran_ + +/* + * Deprecated as of NumPy 1.7, as it is a namespace-polluting + * macro. + */ +#define FORTRAN_IF PyArray_FORTRAN_IF + +/* Deprecated as of NumPy 1.7, datetime64 uses c_metadata instead */ +#define NPY_METADATA_DTSTR "__timeunit__" + +/* + * Deprecated as of NumPy 1.7. + * The reasoning: + * - These are for datetime, but there's no datetime "namespace". + * - They just turn NPY_STR_ into "", which is just + * making something simple be indirected. + */ +#define NPY_STR_Y "Y" +#define NPY_STR_M "M" +#define NPY_STR_W "W" +#define NPY_STR_D "D" +#define NPY_STR_h "h" +#define NPY_STR_m "m" +#define NPY_STR_s "s" +#define NPY_STR_ms "ms" +#define NPY_STR_us "us" +#define NPY_STR_ns "ns" +#define NPY_STR_ps "ps" +#define NPY_STR_fs "fs" +#define NPY_STR_as "as" + +/* + * The macros in old_defines.h are Deprecated as of NumPy 1.7 and will be + * removed in the next major release. + */ +#include "old_defines.h" + +#endif diff --git a/EXE version/main/numpy/core/include/numpy/npy_3kcompat.h b/EXE version/main/numpy/core/include/numpy/npy_3kcompat.h new file mode 100644 index 00000000..551ec6be --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/npy_3kcompat.h @@ -0,0 +1,595 @@ +/* + * This is a convenience header file providing compatibility utilities + * for supporting Python 2 and Python 3 in the same code base. + * + * If you want to use this for your own projects, it's recommended to make a + * copy of it. Although the stuff below is unlikely to change, we don't provide + * strong backwards compatibility guarantees at the moment. + */ + +#ifndef _NPY_3KCOMPAT_H_ +#define _NPY_3KCOMPAT_H_ + +#include +#include + +#ifndef NPY_PY3K +#define NPY_PY3K 1 +#endif + +#include "numpy/npy_common.h" +#include "numpy/ndarrayobject.h" + +#ifdef __cplusplus +extern "C" { +#endif + +/* + * PyInt -> PyLong + */ + + +/* + * This is a renamed copy of the Python non-limited API function _PyLong_AsInt. It is + * included here because it is missing from the PyPy API. It completes the PyLong_As* + * group of functions and can be useful in replacing PyInt_Check. + */ +static NPY_INLINE int +Npy__PyLong_AsInt(PyObject *obj) +{ + int overflow; + long result = PyLong_AsLongAndOverflow(obj, &overflow); + + /* INT_MAX and INT_MIN are defined in Python.h */ + if (overflow || result > INT_MAX || result < INT_MIN) { + /* XXX: could be cute and give a different + message for overflow == -1 */ + PyErr_SetString(PyExc_OverflowError, + "Python int too large to convert to C int"); + return -1; + } + return (int)result; +} + + +#if defined(NPY_PY3K) +/* Return True only if the long fits in a C long */ +static NPY_INLINE int PyInt_Check(PyObject *op) { + int overflow = 0; + if (!PyLong_Check(op)) { + return 0; + } + PyLong_AsLongAndOverflow(op, &overflow); + return (overflow == 0); +} + + +#define PyInt_FromLong PyLong_FromLong +#define PyInt_AsLong PyLong_AsLong +#define PyInt_AS_LONG PyLong_AsLong +#define PyInt_AsSsize_t PyLong_AsSsize_t +#define PyNumber_Int PyNumber_Long + +/* NOTE: + * + * Since the PyLong type is very different from the fixed-range PyInt, + * we don't define PyInt_Type -> PyLong_Type. + */ +#endif /* NPY_PY3K */ + +/* Py3 changes PySlice_GetIndicesEx' first argument's type to PyObject* */ +#ifdef NPY_PY3K +# define NpySlice_GetIndicesEx PySlice_GetIndicesEx +#else +# define NpySlice_GetIndicesEx(op, nop, start, end, step, slicelength) \ + PySlice_GetIndicesEx((PySliceObject *)op, nop, start, end, step, slicelength) +#endif + +#if PY_VERSION_HEX < 0x030900a4 + /* Introduced in https://github.com/python/cpython/commit/d2ec81a8c99796b51fb8c49b77a7fe369863226f */ + #define Py_SET_TYPE(obj, type) ((Py_TYPE(obj) = (type)), (void)0) + /* Introduced in https://github.com/python/cpython/commit/b10dc3e7a11fcdb97e285882eba6da92594f90f9 */ + #define Py_SET_SIZE(obj, size) ((Py_SIZE(obj) = (size)), (void)0) + /* Introduced in https://github.com/python/cpython/commit/c86a11221df7e37da389f9c6ce6e47ea22dc44ff */ + #define Py_SET_REFCNT(obj, refcnt) ((Py_REFCNT(obj) = (refcnt)), (void)0) +#endif + + +#define Npy_EnterRecursiveCall(x) Py_EnterRecursiveCall(x) + +/* Py_SETREF was added in 3.5.2, and only if Py_LIMITED_API is absent */ +#if PY_VERSION_HEX < 0x03050200 + #define Py_SETREF(op, op2) \ + do { \ + PyObject *_py_tmp = (PyObject *)(op); \ + (op) = (op2); \ + Py_DECREF(_py_tmp); \ + } while (0) +#endif + +/* introduced in https://github.com/python/cpython/commit/a24107b04c1277e3c1105f98aff5bfa3a98b33a0 */ +#if PY_VERSION_HEX < 0x030800A3 + static NPY_INLINE PyObject * + _PyDict_GetItemStringWithError(PyObject *v, const char *key) + { + PyObject *kv, *rv; + kv = PyUnicode_FromString(key); + if (kv == NULL) { + return NULL; + } + rv = PyDict_GetItemWithError(v, kv); + Py_DECREF(kv); + return rv; + } +#endif + +/* + * PyString -> PyBytes + */ + +#if defined(NPY_PY3K) + +#define PyString_Type PyBytes_Type +#define PyString_Check PyBytes_Check +#define PyStringObject PyBytesObject +#define PyString_FromString PyBytes_FromString +#define PyString_FromStringAndSize PyBytes_FromStringAndSize +#define PyString_AS_STRING PyBytes_AS_STRING +#define PyString_AsStringAndSize PyBytes_AsStringAndSize +#define PyString_FromFormat PyBytes_FromFormat +#define PyString_Concat PyBytes_Concat +#define PyString_ConcatAndDel PyBytes_ConcatAndDel +#define PyString_AsString PyBytes_AsString +#define PyString_GET_SIZE PyBytes_GET_SIZE +#define PyString_Size PyBytes_Size + +#define PyUString_Type PyUnicode_Type +#define PyUString_Check PyUnicode_Check +#define PyUStringObject PyUnicodeObject +#define PyUString_FromString PyUnicode_FromString +#define PyUString_FromStringAndSize PyUnicode_FromStringAndSize +#define PyUString_FromFormat PyUnicode_FromFormat +#define PyUString_Concat PyUnicode_Concat2 +#define PyUString_ConcatAndDel PyUnicode_ConcatAndDel +#define PyUString_GET_SIZE PyUnicode_GET_SIZE +#define PyUString_Size PyUnicode_Size +#define PyUString_InternFromString PyUnicode_InternFromString +#define PyUString_Format PyUnicode_Format + +#define PyBaseString_Check(obj) (PyUnicode_Check(obj)) + +#else + +#define PyBytes_Type PyString_Type +#define PyBytes_Check PyString_Check +#define PyBytesObject PyStringObject +#define PyBytes_FromString PyString_FromString +#define PyBytes_FromStringAndSize PyString_FromStringAndSize +#define PyBytes_AS_STRING PyString_AS_STRING +#define PyBytes_AsStringAndSize PyString_AsStringAndSize +#define PyBytes_FromFormat PyString_FromFormat +#define PyBytes_Concat PyString_Concat +#define PyBytes_ConcatAndDel PyString_ConcatAndDel +#define PyBytes_AsString PyString_AsString +#define PyBytes_GET_SIZE PyString_GET_SIZE +#define PyBytes_Size PyString_Size + +#define PyUString_Type PyString_Type +#define PyUString_Check PyString_Check +#define PyUStringObject PyStringObject +#define PyUString_FromString PyString_FromString +#define PyUString_FromStringAndSize PyString_FromStringAndSize +#define PyUString_FromFormat PyString_FromFormat +#define PyUString_Concat PyString_Concat +#define PyUString_ConcatAndDel PyString_ConcatAndDel +#define PyUString_GET_SIZE PyString_GET_SIZE +#define PyUString_Size PyString_Size +#define PyUString_InternFromString PyString_InternFromString +#define PyUString_Format PyString_Format + +#define PyBaseString_Check(obj) (PyBytes_Check(obj) || PyUnicode_Check(obj)) + +#endif /* NPY_PY3K */ + + +static NPY_INLINE void +PyUnicode_ConcatAndDel(PyObject **left, PyObject *right) +{ + Py_SETREF(*left, PyUnicode_Concat(*left, right)); + Py_DECREF(right); +} + +static NPY_INLINE void +PyUnicode_Concat2(PyObject **left, PyObject *right) +{ + Py_SETREF(*left, PyUnicode_Concat(*left, right)); +} + +/* + * PyFile_* compatibility + */ + +/* + * Get a FILE* handle to the file represented by the Python object + */ +static NPY_INLINE FILE* +npy_PyFile_Dup2(PyObject *file, char *mode, npy_off_t *orig_pos) +{ + int fd, fd2, unbuf; + Py_ssize_t fd2_tmp; + PyObject *ret, *os, *io, *io_raw; + npy_off_t pos; + FILE *handle; + + /* For Python 2 PyFileObject, use PyFile_AsFile */ +#if !defined(NPY_PY3K) + if (PyFile_Check(file)) { + return PyFile_AsFile(file); + } +#endif + + /* Flush first to ensure things end up in the file in the correct order */ + ret = PyObject_CallMethod(file, "flush", ""); + if (ret == NULL) { + return NULL; + } + Py_DECREF(ret); + fd = PyObject_AsFileDescriptor(file); + if (fd == -1) { + return NULL; + } + + /* + * The handle needs to be dup'd because we have to call fclose + * at the end + */ + os = PyImport_ImportModule("os"); + if (os == NULL) { + return NULL; + } + ret = PyObject_CallMethod(os, "dup", "i", fd); + Py_DECREF(os); + if (ret == NULL) { + return NULL; + } + fd2_tmp = PyNumber_AsSsize_t(ret, PyExc_IOError); + Py_DECREF(ret); + if (fd2_tmp == -1 && PyErr_Occurred()) { + return NULL; + } + if (fd2_tmp < INT_MIN || fd2_tmp > INT_MAX) { + PyErr_SetString(PyExc_IOError, + "Getting an 'int' from os.dup() failed"); + return NULL; + } + fd2 = (int)fd2_tmp; + + /* Convert to FILE* handle */ +#ifdef _WIN32 + handle = _fdopen(fd2, mode); +#else + handle = fdopen(fd2, mode); +#endif + if (handle == NULL) { + PyErr_SetString(PyExc_IOError, + "Getting a FILE* from a Python file object failed"); + return NULL; + } + + /* Record the original raw file handle position */ + *orig_pos = npy_ftell(handle); + if (*orig_pos == -1) { + /* The io module is needed to determine if buffering is used */ + io = PyImport_ImportModule("io"); + if (io == NULL) { + fclose(handle); + return NULL; + } + /* File object instances of RawIOBase are unbuffered */ + io_raw = PyObject_GetAttrString(io, "RawIOBase"); + Py_DECREF(io); + if (io_raw == NULL) { + fclose(handle); + return NULL; + } + unbuf = PyObject_IsInstance(file, io_raw); + Py_DECREF(io_raw); + if (unbuf == 1) { + /* Succeed if the IO is unbuffered */ + return handle; + } + else { + PyErr_SetString(PyExc_IOError, "obtaining file position failed"); + fclose(handle); + return NULL; + } + } + + /* Seek raw handle to the Python-side position */ + ret = PyObject_CallMethod(file, "tell", ""); + if (ret == NULL) { + fclose(handle); + return NULL; + } + pos = PyLong_AsLongLong(ret); + Py_DECREF(ret); + if (PyErr_Occurred()) { + fclose(handle); + return NULL; + } + if (npy_fseek(handle, pos, SEEK_SET) == -1) { + PyErr_SetString(PyExc_IOError, "seeking file failed"); + fclose(handle); + return NULL; + } + return handle; +} + +/* + * Close the dup-ed file handle, and seek the Python one to the current position + */ +static NPY_INLINE int +npy_PyFile_DupClose2(PyObject *file, FILE* handle, npy_off_t orig_pos) +{ + int fd, unbuf; + PyObject *ret, *io, *io_raw; + npy_off_t position; + + /* For Python 2 PyFileObject, do nothing */ +#if !defined(NPY_PY3K) + if (PyFile_Check(file)) { + return 0; + } +#endif + + position = npy_ftell(handle); + + /* Close the FILE* handle */ + fclose(handle); + + /* + * Restore original file handle position, in order to not confuse + * Python-side data structures + */ + fd = PyObject_AsFileDescriptor(file); + if (fd == -1) { + return -1; + } + + if (npy_lseek(fd, orig_pos, SEEK_SET) == -1) { + + /* The io module is needed to determine if buffering is used */ + io = PyImport_ImportModule("io"); + if (io == NULL) { + return -1; + } + /* File object instances of RawIOBase are unbuffered */ + io_raw = PyObject_GetAttrString(io, "RawIOBase"); + Py_DECREF(io); + if (io_raw == NULL) { + return -1; + } + unbuf = PyObject_IsInstance(file, io_raw); + Py_DECREF(io_raw); + if (unbuf == 1) { + /* Succeed if the IO is unbuffered */ + return 0; + } + else { + PyErr_SetString(PyExc_IOError, "seeking file failed"); + return -1; + } + } + + if (position == -1) { + PyErr_SetString(PyExc_IOError, "obtaining file position failed"); + return -1; + } + + /* Seek Python-side handle to the FILE* handle position */ + ret = PyObject_CallMethod(file, "seek", NPY_OFF_T_PYFMT "i", position, 0); + if (ret == NULL) { + return -1; + } + Py_DECREF(ret); + return 0; +} + +static NPY_INLINE int +npy_PyFile_Check(PyObject *file) +{ + int fd; + /* For Python 2, check if it is a PyFileObject */ +#if !defined(NPY_PY3K) + if (PyFile_Check(file)) { + return 1; + } +#endif + fd = PyObject_AsFileDescriptor(file); + if (fd == -1) { + PyErr_Clear(); + return 0; + } + return 1; +} + +static NPY_INLINE PyObject* +npy_PyFile_OpenFile(PyObject *filename, const char *mode) +{ + PyObject *open; + open = PyDict_GetItemString(PyEval_GetBuiltins(), "open"); + if (open == NULL) { + return NULL; + } + return PyObject_CallFunction(open, "Os", filename, mode); +} + +static NPY_INLINE int +npy_PyFile_CloseFile(PyObject *file) +{ + PyObject *ret; + + ret = PyObject_CallMethod(file, "close", NULL); + if (ret == NULL) { + return -1; + } + Py_DECREF(ret); + return 0; +} + + +/* This is a copy of _PyErr_ChainExceptions + */ +static NPY_INLINE void +npy_PyErr_ChainExceptions(PyObject *exc, PyObject *val, PyObject *tb) +{ + if (exc == NULL) + return; + + if (PyErr_Occurred()) { + /* only py3 supports this anyway */ + #ifdef NPY_PY3K + PyObject *exc2, *val2, *tb2; + PyErr_Fetch(&exc2, &val2, &tb2); + PyErr_NormalizeException(&exc, &val, &tb); + if (tb != NULL) { + PyException_SetTraceback(val, tb); + Py_DECREF(tb); + } + Py_DECREF(exc); + PyErr_NormalizeException(&exc2, &val2, &tb2); + PyException_SetContext(val2, val); + PyErr_Restore(exc2, val2, tb2); + #endif + } + else { + PyErr_Restore(exc, val, tb); + } +} + + +/* This is a copy of _PyErr_ChainExceptions, with: + * - a minimal implementation for python 2 + * - __cause__ used instead of __context__ + */ +static NPY_INLINE void +npy_PyErr_ChainExceptionsCause(PyObject *exc, PyObject *val, PyObject *tb) +{ + if (exc == NULL) + return; + + if (PyErr_Occurred()) { + /* only py3 supports this anyway */ + #ifdef NPY_PY3K + PyObject *exc2, *val2, *tb2; + PyErr_Fetch(&exc2, &val2, &tb2); + PyErr_NormalizeException(&exc, &val, &tb); + if (tb != NULL) { + PyException_SetTraceback(val, tb); + Py_DECREF(tb); + } + Py_DECREF(exc); + PyErr_NormalizeException(&exc2, &val2, &tb2); + PyException_SetCause(val2, val); + PyErr_Restore(exc2, val2, tb2); + #endif + } + else { + PyErr_Restore(exc, val, tb); + } +} + +/* + * PyObject_Cmp + */ +#if defined(NPY_PY3K) +static NPY_INLINE int +PyObject_Cmp(PyObject *i1, PyObject *i2, int *cmp) +{ + int v; + v = PyObject_RichCompareBool(i1, i2, Py_LT); + if (v == 1) { + *cmp = -1; + return 1; + } + else if (v == -1) { + return -1; + } + + v = PyObject_RichCompareBool(i1, i2, Py_GT); + if (v == 1) { + *cmp = 1; + return 1; + } + else if (v == -1) { + return -1; + } + + v = PyObject_RichCompareBool(i1, i2, Py_EQ); + if (v == 1) { + *cmp = 0; + return 1; + } + else { + *cmp = 0; + return -1; + } +} +#endif + +/* + * PyCObject functions adapted to PyCapsules. + * + * The main job here is to get rid of the improved error handling + * of PyCapsules. It's a shame... + */ +static NPY_INLINE PyObject * +NpyCapsule_FromVoidPtr(void *ptr, void (*dtor)(PyObject *)) +{ + PyObject *ret = PyCapsule_New(ptr, NULL, dtor); + if (ret == NULL) { + PyErr_Clear(); + } + return ret; +} + +static NPY_INLINE PyObject * +NpyCapsule_FromVoidPtrAndDesc(void *ptr, void* context, void (*dtor)(PyObject *)) +{ + PyObject *ret = NpyCapsule_FromVoidPtr(ptr, dtor); + if (ret != NULL && PyCapsule_SetContext(ret, context) != 0) { + PyErr_Clear(); + Py_DECREF(ret); + ret = NULL; + } + return ret; +} + +static NPY_INLINE void * +NpyCapsule_AsVoidPtr(PyObject *obj) +{ + void *ret = PyCapsule_GetPointer(obj, NULL); + if (ret == NULL) { + PyErr_Clear(); + } + return ret; +} + +static NPY_INLINE void * +NpyCapsule_GetDesc(PyObject *obj) +{ + return PyCapsule_GetContext(obj); +} + +static NPY_INLINE int +NpyCapsule_Check(PyObject *ptr) +{ + return PyCapsule_CheckExact(ptr); +} + +#ifdef __cplusplus +} +#endif + + +#endif /* _NPY_3KCOMPAT_H_ */ diff --git a/EXE version/main/numpy/core/include/numpy/npy_common.h b/EXE version/main/numpy/core/include/numpy/npy_common.h new file mode 100644 index 00000000..d5f329b6 --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/npy_common.h @@ -0,0 +1,1110 @@ +#ifndef _NPY_COMMON_H_ +#define _NPY_COMMON_H_ + +/* need Python.h for npy_intp, npy_uintp */ +#include + +/* numpconfig.h is auto-generated */ +#include "numpyconfig.h" +#ifdef HAVE_NPY_CONFIG_H +#include +#endif + +/* + * using static inline modifiers when defining npy_math functions + * allows the compiler to make optimizations when possible + */ +#ifndef NPY_INLINE_MATH +#if defined(NPY_INTERNAL_BUILD) && NPY_INTERNAL_BUILD + #define NPY_INLINE_MATH 1 +#else + #define NPY_INLINE_MATH 0 +#endif +#endif + +/* + * gcc does not unroll even with -O3 + * use with care, unrolling on modern cpus rarely speeds things up + */ +#ifdef HAVE_ATTRIBUTE_OPTIMIZE_UNROLL_LOOPS +#define NPY_GCC_UNROLL_LOOPS \ + __attribute__((optimize("unroll-loops"))) +#else +#define NPY_GCC_UNROLL_LOOPS +#endif + +/* highest gcc optimization level, enabled autovectorizer */ +#ifdef HAVE_ATTRIBUTE_OPTIMIZE_OPT_3 +#define NPY_GCC_OPT_3 __attribute__((optimize("O3"))) +#else +#define NPY_GCC_OPT_3 +#endif + +/* compile target attributes */ +#if defined HAVE_ATTRIBUTE_TARGET_AVX && defined HAVE_LINK_AVX +#define NPY_GCC_TARGET_AVX __attribute__((target("avx"))) +#else +#define NPY_GCC_TARGET_AVX +#endif + +#if defined HAVE_ATTRIBUTE_TARGET_AVX2_WITH_INTRINSICS +#define HAVE_ATTRIBUTE_TARGET_FMA +#define NPY_GCC_TARGET_FMA __attribute__((target("avx2,fma"))) +#endif + +#if defined HAVE_ATTRIBUTE_TARGET_AVX2 && defined HAVE_LINK_AVX2 +#define NPY_GCC_TARGET_AVX2 __attribute__((target("avx2"))) +#else +#define NPY_GCC_TARGET_AVX2 +#endif + +#if defined HAVE_ATTRIBUTE_TARGET_AVX512F && defined HAVE_LINK_AVX512F +#define NPY_GCC_TARGET_AVX512F __attribute__((target("avx512f"))) +#elif defined HAVE_ATTRIBUTE_TARGET_AVX512F_WITH_INTRINSICS +#define NPY_GCC_TARGET_AVX512F __attribute__((target("avx512f"))) +#else +#define NPY_GCC_TARGET_AVX512F +#endif + +#if defined HAVE_ATTRIBUTE_TARGET_AVX512_SKX && defined HAVE_LINK_AVX512_SKX +#define NPY_GCC_TARGET_AVX512_SKX __attribute__((target("avx512f,avx512dq,avx512vl,avx512bw,avx512cd"))) +#elif defined HAVE_ATTRIBUTE_TARGET_AVX512_SKX_WITH_INTRINSICS +#define NPY_GCC_TARGET_AVX512_SKX __attribute__((target("avx512f,avx512dq,avx512vl,avx512bw,avx512cd"))) +#else +#define NPY_GCC_TARGET_AVX512_SKX +#endif +/* + * mark an argument (starting from 1) that must not be NULL and is not checked + * DO NOT USE IF FUNCTION CHECKS FOR NULL!! the compiler will remove the check + */ +#ifdef HAVE_ATTRIBUTE_NONNULL +#define NPY_GCC_NONNULL(n) __attribute__((nonnull(n))) +#else +#define NPY_GCC_NONNULL(n) +#endif + +#if defined HAVE_XMMINTRIN_H && defined HAVE__MM_LOAD_PS +#define NPY_HAVE_SSE_INTRINSICS +#endif + +#if defined HAVE_EMMINTRIN_H && defined HAVE__MM_LOAD_PD +#define NPY_HAVE_SSE2_INTRINSICS +#endif + +#if defined HAVE_IMMINTRIN_H && defined HAVE_LINK_AVX2 +#define NPY_HAVE_AVX2_INTRINSICS +#endif + +#if defined HAVE_IMMINTRIN_H && defined HAVE_LINK_AVX512F +#define NPY_HAVE_AVX512F_INTRINSICS +#endif +/* + * give a hint to the compiler which branch is more likely or unlikely + * to occur, e.g. rare error cases: + * + * if (NPY_UNLIKELY(failure == 0)) + * return NULL; + * + * the double !! is to cast the expression (e.g. NULL) to a boolean required by + * the intrinsic + */ +#ifdef HAVE___BUILTIN_EXPECT +#define NPY_LIKELY(x) __builtin_expect(!!(x), 1) +#define NPY_UNLIKELY(x) __builtin_expect(!!(x), 0) +#else +#define NPY_LIKELY(x) (x) +#define NPY_UNLIKELY(x) (x) +#endif + +#ifdef HAVE___BUILTIN_PREFETCH +/* unlike _mm_prefetch also works on non-x86 */ +#define NPY_PREFETCH(x, rw, loc) __builtin_prefetch((x), (rw), (loc)) +#else +#ifdef HAVE__MM_PREFETCH +/* _MM_HINT_ET[01] (rw = 1) unsupported, only available in gcc >= 4.9 */ +#define NPY_PREFETCH(x, rw, loc) _mm_prefetch((x), loc == 0 ? _MM_HINT_NTA : \ + (loc == 1 ? _MM_HINT_T2 : \ + (loc == 2 ? _MM_HINT_T1 : \ + (loc == 3 ? _MM_HINT_T0 : -1)))) +#else +#define NPY_PREFETCH(x, rw,loc) +#endif +#endif + +#if defined(_MSC_VER) + #define NPY_INLINE __inline +#elif defined(__GNUC__) + #if defined(__STRICT_ANSI__) + #define NPY_INLINE __inline__ + #else + #define NPY_INLINE inline + #endif +#else + #define NPY_INLINE +#endif + +#ifdef _MSC_VER + #define NPY_FINLINE static __forceinline +#elif defined(__GNUC__) + #define NPY_FINLINE static NPY_INLINE __attribute__((always_inline)) +#else + #define NPY_FINLINE static +#endif + +#ifdef HAVE___THREAD + #define NPY_TLS __thread +#else + #ifdef HAVE___DECLSPEC_THREAD_ + #define NPY_TLS __declspec(thread) + #else + #define NPY_TLS + #endif +#endif + +#ifdef WITH_CPYCHECKER_RETURNS_BORROWED_REF_ATTRIBUTE + #define NPY_RETURNS_BORROWED_REF \ + __attribute__((cpychecker_returns_borrowed_ref)) +#else + #define NPY_RETURNS_BORROWED_REF +#endif + +#ifdef WITH_CPYCHECKER_STEALS_REFERENCE_TO_ARG_ATTRIBUTE + #define NPY_STEALS_REF_TO_ARG(n) \ + __attribute__((cpychecker_steals_reference_to_arg(n))) +#else + #define NPY_STEALS_REF_TO_ARG(n) +#endif + +/* 64 bit file position support, also on win-amd64. Ticket #1660 */ +#if defined(_MSC_VER) && defined(_WIN64) && (_MSC_VER > 1400) || \ + defined(__MINGW32__) || defined(__MINGW64__) + #include + +/* mingw based on 3.4.5 has lseek but not ftell/fseek */ +#if defined(__MINGW32__) || defined(__MINGW64__) +extern int __cdecl _fseeki64(FILE *, long long, int); +extern long long __cdecl _ftelli64(FILE *); +#endif + + #define npy_fseek _fseeki64 + #define npy_ftell _ftelli64 + #define npy_lseek _lseeki64 + #define npy_off_t npy_int64 + + #if NPY_SIZEOF_INT == 8 + #define NPY_OFF_T_PYFMT "i" + #elif NPY_SIZEOF_LONG == 8 + #define NPY_OFF_T_PYFMT "l" + #elif NPY_SIZEOF_LONGLONG == 8 + #define NPY_OFF_T_PYFMT "L" + #else + #error Unsupported size for type off_t + #endif +#else +#ifdef HAVE_FSEEKO + #define npy_fseek fseeko +#else + #define npy_fseek fseek +#endif +#ifdef HAVE_FTELLO + #define npy_ftell ftello +#else + #define npy_ftell ftell +#endif + #include + #define npy_lseek lseek + #define npy_off_t off_t + + #if NPY_SIZEOF_OFF_T == NPY_SIZEOF_SHORT + #define NPY_OFF_T_PYFMT "h" + #elif NPY_SIZEOF_OFF_T == NPY_SIZEOF_INT + #define NPY_OFF_T_PYFMT "i" + #elif NPY_SIZEOF_OFF_T == NPY_SIZEOF_LONG + #define NPY_OFF_T_PYFMT "l" + #elif NPY_SIZEOF_OFF_T == NPY_SIZEOF_LONGLONG + #define NPY_OFF_T_PYFMT "L" + #else + #error Unsupported size for type off_t + #endif +#endif + +/* enums for detected endianness */ +enum { + NPY_CPU_UNKNOWN_ENDIAN, + NPY_CPU_LITTLE, + NPY_CPU_BIG +}; + +/* + * This is to typedef npy_intp to the appropriate pointer size for this + * platform. Py_intptr_t, Py_uintptr_t are defined in pyport.h. + */ +typedef Py_intptr_t npy_intp; +typedef Py_uintptr_t npy_uintp; + +/* + * Define sizes that were not defined in numpyconfig.h. + */ +#define NPY_SIZEOF_CHAR 1 +#define NPY_SIZEOF_BYTE 1 +#define NPY_SIZEOF_DATETIME 8 +#define NPY_SIZEOF_TIMEDELTA 8 +#define NPY_SIZEOF_INTP NPY_SIZEOF_PY_INTPTR_T +#define NPY_SIZEOF_UINTP NPY_SIZEOF_PY_INTPTR_T +#define NPY_SIZEOF_HALF 2 +#define NPY_SIZEOF_CFLOAT NPY_SIZEOF_COMPLEX_FLOAT +#define NPY_SIZEOF_CDOUBLE NPY_SIZEOF_COMPLEX_DOUBLE +#define NPY_SIZEOF_CLONGDOUBLE NPY_SIZEOF_COMPLEX_LONGDOUBLE + +#ifdef constchar +#undef constchar +#endif + +#define NPY_SSIZE_T_PYFMT "n" +#define constchar char + +/* NPY_INTP_FMT Note: + * Unlike the other NPY_*_FMT macros, which are used with PyOS_snprintf, + * NPY_INTP_FMT is used with PyErr_Format and PyUnicode_FromFormat. Those + * functions use different formatting codes that are portably specified + * according to the Python documentation. See issue gh-2388. + */ +#if NPY_SIZEOF_PY_INTPTR_T == NPY_SIZEOF_INT + #define NPY_INTP NPY_INT + #define NPY_UINTP NPY_UINT + #define PyIntpArrType_Type PyIntArrType_Type + #define PyUIntpArrType_Type PyUIntArrType_Type + #define NPY_MAX_INTP NPY_MAX_INT + #define NPY_MIN_INTP NPY_MIN_INT + #define NPY_MAX_UINTP NPY_MAX_UINT + #define NPY_INTP_FMT "d" +#elif NPY_SIZEOF_PY_INTPTR_T == NPY_SIZEOF_LONG + #define NPY_INTP NPY_LONG + #define NPY_UINTP NPY_ULONG + #define PyIntpArrType_Type PyLongArrType_Type + #define PyUIntpArrType_Type PyULongArrType_Type + #define NPY_MAX_INTP NPY_MAX_LONG + #define NPY_MIN_INTP NPY_MIN_LONG + #define NPY_MAX_UINTP NPY_MAX_ULONG + #define NPY_INTP_FMT "ld" +#elif defined(PY_LONG_LONG) && (NPY_SIZEOF_PY_INTPTR_T == NPY_SIZEOF_LONGLONG) + #define NPY_INTP NPY_LONGLONG + #define NPY_UINTP NPY_ULONGLONG + #define PyIntpArrType_Type PyLongLongArrType_Type + #define PyUIntpArrType_Type PyULongLongArrType_Type + #define NPY_MAX_INTP NPY_MAX_LONGLONG + #define NPY_MIN_INTP NPY_MIN_LONGLONG + #define NPY_MAX_UINTP NPY_MAX_ULONGLONG + #define NPY_INTP_FMT "lld" +#endif + +/* + * We can only use C99 formats for npy_int_p if it is the same as + * intp_t, hence the condition on HAVE_UNITPTR_T + */ +#if (NPY_USE_C99_FORMATS) == 1 \ + && (defined HAVE_UINTPTR_T) \ + && (defined HAVE_INTTYPES_H) + #include + #undef NPY_INTP_FMT + #define NPY_INTP_FMT PRIdPTR +#endif + + +/* + * Some platforms don't define bool, long long, or long double. + * Handle that here. + */ +#define NPY_BYTE_FMT "hhd" +#define NPY_UBYTE_FMT "hhu" +#define NPY_SHORT_FMT "hd" +#define NPY_USHORT_FMT "hu" +#define NPY_INT_FMT "d" +#define NPY_UINT_FMT "u" +#define NPY_LONG_FMT "ld" +#define NPY_ULONG_FMT "lu" +#define NPY_HALF_FMT "g" +#define NPY_FLOAT_FMT "g" +#define NPY_DOUBLE_FMT "g" + + +#ifdef PY_LONG_LONG +typedef PY_LONG_LONG npy_longlong; +typedef unsigned PY_LONG_LONG npy_ulonglong; +# ifdef _MSC_VER +# define NPY_LONGLONG_FMT "I64d" +# define NPY_ULONGLONG_FMT "I64u" +# else +# define NPY_LONGLONG_FMT "lld" +# define NPY_ULONGLONG_FMT "llu" +# endif +# ifdef _MSC_VER +# define NPY_LONGLONG_SUFFIX(x) (x##i64) +# define NPY_ULONGLONG_SUFFIX(x) (x##Ui64) +# else +# define NPY_LONGLONG_SUFFIX(x) (x##LL) +# define NPY_ULONGLONG_SUFFIX(x) (x##ULL) +# endif +#else +typedef long npy_longlong; +typedef unsigned long npy_ulonglong; +# define NPY_LONGLONG_SUFFIX(x) (x##L) +# define NPY_ULONGLONG_SUFFIX(x) (x##UL) +#endif + + +typedef unsigned char npy_bool; +#define NPY_FALSE 0 +#define NPY_TRUE 1 + + +#if NPY_SIZEOF_LONGDOUBLE == NPY_SIZEOF_DOUBLE + typedef double npy_longdouble; + #define NPY_LONGDOUBLE_FMT "g" +#else + typedef long double npy_longdouble; + #define NPY_LONGDOUBLE_FMT "Lg" +#endif + +#ifndef Py_USING_UNICODE +#error Must use Python with unicode enabled. +#endif + + +typedef signed char npy_byte; +typedef unsigned char npy_ubyte; +typedef unsigned short npy_ushort; +typedef unsigned int npy_uint; +typedef unsigned long npy_ulong; + +/* These are for completeness */ +typedef char npy_char; +typedef short npy_short; +typedef int npy_int; +typedef long npy_long; +typedef float npy_float; +typedef double npy_double; + +typedef Py_hash_t npy_hash_t; +#define NPY_SIZEOF_HASH_T NPY_SIZEOF_INTP + +/* + * Disabling C99 complex usage: a lot of C code in numpy/scipy rely on being + * able to do .real/.imag. Will have to convert code first. + */ +#if 0 +#if defined(NPY_USE_C99_COMPLEX) && defined(NPY_HAVE_COMPLEX_DOUBLE) +typedef complex npy_cdouble; +#else +typedef struct { double real, imag; } npy_cdouble; +#endif + +#if defined(NPY_USE_C99_COMPLEX) && defined(NPY_HAVE_COMPLEX_FLOAT) +typedef complex float npy_cfloat; +#else +typedef struct { float real, imag; } npy_cfloat; +#endif + +#if defined(NPY_USE_C99_COMPLEX) && defined(NPY_HAVE_COMPLEX_LONG_DOUBLE) +typedef complex long double npy_clongdouble; +#else +typedef struct {npy_longdouble real, imag;} npy_clongdouble; +#endif +#endif +#if NPY_SIZEOF_COMPLEX_DOUBLE != 2 * NPY_SIZEOF_DOUBLE +#error npy_cdouble definition is not compatible with C99 complex definition ! \ + Please contact NumPy maintainers and give detailed information about your \ + compiler and platform +#endif +typedef struct { double real, imag; } npy_cdouble; + +#if NPY_SIZEOF_COMPLEX_FLOAT != 2 * NPY_SIZEOF_FLOAT +#error npy_cfloat definition is not compatible with C99 complex definition ! \ + Please contact NumPy maintainers and give detailed information about your \ + compiler and platform +#endif +typedef struct { float real, imag; } npy_cfloat; + +#if NPY_SIZEOF_COMPLEX_LONGDOUBLE != 2 * NPY_SIZEOF_LONGDOUBLE +#error npy_clongdouble definition is not compatible with C99 complex definition ! \ + Please contact NumPy maintainers and give detailed information about your \ + compiler and platform +#endif +typedef struct { npy_longdouble real, imag; } npy_clongdouble; + +/* + * numarray-style bit-width typedefs + */ +#define NPY_MAX_INT8 127 +#define NPY_MIN_INT8 -128 +#define NPY_MAX_UINT8 255 +#define NPY_MAX_INT16 32767 +#define NPY_MIN_INT16 -32768 +#define NPY_MAX_UINT16 65535 +#define NPY_MAX_INT32 2147483647 +#define NPY_MIN_INT32 (-NPY_MAX_INT32 - 1) +#define NPY_MAX_UINT32 4294967295U +#define NPY_MAX_INT64 NPY_LONGLONG_SUFFIX(9223372036854775807) +#define NPY_MIN_INT64 (-NPY_MAX_INT64 - NPY_LONGLONG_SUFFIX(1)) +#define NPY_MAX_UINT64 NPY_ULONGLONG_SUFFIX(18446744073709551615) +#define NPY_MAX_INT128 NPY_LONGLONG_SUFFIX(85070591730234615865843651857942052864) +#define NPY_MIN_INT128 (-NPY_MAX_INT128 - NPY_LONGLONG_SUFFIX(1)) +#define NPY_MAX_UINT128 NPY_ULONGLONG_SUFFIX(170141183460469231731687303715884105728) +#define NPY_MAX_INT256 NPY_LONGLONG_SUFFIX(57896044618658097711785492504343953926634992332820282019728792003956564819967) +#define NPY_MIN_INT256 (-NPY_MAX_INT256 - NPY_LONGLONG_SUFFIX(1)) +#define NPY_MAX_UINT256 NPY_ULONGLONG_SUFFIX(115792089237316195423570985008687907853269984665640564039457584007913129639935) +#define NPY_MIN_DATETIME NPY_MIN_INT64 +#define NPY_MAX_DATETIME NPY_MAX_INT64 +#define NPY_MIN_TIMEDELTA NPY_MIN_INT64 +#define NPY_MAX_TIMEDELTA NPY_MAX_INT64 + + /* Need to find the number of bits for each type and + make definitions accordingly. + + C states that sizeof(char) == 1 by definition + + So, just using the sizeof keyword won't help. + + It also looks like Python itself uses sizeof(char) quite a + bit, which by definition should be 1 all the time. + + Idea: Make Use of CHAR_BIT which should tell us how many + BITS per CHARACTER + */ + + /* Include platform definitions -- These are in the C89/90 standard */ +#include +#define NPY_MAX_BYTE SCHAR_MAX +#define NPY_MIN_BYTE SCHAR_MIN +#define NPY_MAX_UBYTE UCHAR_MAX +#define NPY_MAX_SHORT SHRT_MAX +#define NPY_MIN_SHORT SHRT_MIN +#define NPY_MAX_USHORT USHRT_MAX +#define NPY_MAX_INT INT_MAX +#ifndef INT_MIN +#define INT_MIN (-INT_MAX - 1) +#endif +#define NPY_MIN_INT INT_MIN +#define NPY_MAX_UINT UINT_MAX +#define NPY_MAX_LONG LONG_MAX +#define NPY_MIN_LONG LONG_MIN +#define NPY_MAX_ULONG ULONG_MAX + +#define NPY_BITSOF_BOOL (sizeof(npy_bool) * CHAR_BIT) +#define NPY_BITSOF_CHAR CHAR_BIT +#define NPY_BITSOF_BYTE (NPY_SIZEOF_BYTE * CHAR_BIT) +#define NPY_BITSOF_SHORT (NPY_SIZEOF_SHORT * CHAR_BIT) +#define NPY_BITSOF_INT (NPY_SIZEOF_INT * CHAR_BIT) +#define NPY_BITSOF_LONG (NPY_SIZEOF_LONG * CHAR_BIT) +#define NPY_BITSOF_LONGLONG (NPY_SIZEOF_LONGLONG * CHAR_BIT) +#define NPY_BITSOF_INTP (NPY_SIZEOF_INTP * CHAR_BIT) +#define NPY_BITSOF_HALF (NPY_SIZEOF_HALF * CHAR_BIT) +#define NPY_BITSOF_FLOAT (NPY_SIZEOF_FLOAT * CHAR_BIT) +#define NPY_BITSOF_DOUBLE (NPY_SIZEOF_DOUBLE * CHAR_BIT) +#define NPY_BITSOF_LONGDOUBLE (NPY_SIZEOF_LONGDOUBLE * CHAR_BIT) +#define NPY_BITSOF_CFLOAT (NPY_SIZEOF_CFLOAT * CHAR_BIT) +#define NPY_BITSOF_CDOUBLE (NPY_SIZEOF_CDOUBLE * CHAR_BIT) +#define NPY_BITSOF_CLONGDOUBLE (NPY_SIZEOF_CLONGDOUBLE * CHAR_BIT) +#define NPY_BITSOF_DATETIME (NPY_SIZEOF_DATETIME * CHAR_BIT) +#define NPY_BITSOF_TIMEDELTA (NPY_SIZEOF_TIMEDELTA * CHAR_BIT) + +#if NPY_BITSOF_LONG == 8 +#define NPY_INT8 NPY_LONG +#define NPY_UINT8 NPY_ULONG + typedef long npy_int8; + typedef unsigned long npy_uint8; +#define PyInt8ScalarObject PyLongScalarObject +#define PyInt8ArrType_Type PyLongArrType_Type +#define PyUInt8ScalarObject PyULongScalarObject +#define PyUInt8ArrType_Type PyULongArrType_Type +#define NPY_INT8_FMT NPY_LONG_FMT +#define NPY_UINT8_FMT NPY_ULONG_FMT +#elif NPY_BITSOF_LONG == 16 +#define NPY_INT16 NPY_LONG +#define NPY_UINT16 NPY_ULONG + typedef long npy_int16; + typedef unsigned long npy_uint16; +#define PyInt16ScalarObject PyLongScalarObject +#define PyInt16ArrType_Type PyLongArrType_Type +#define PyUInt16ScalarObject PyULongScalarObject +#define PyUInt16ArrType_Type PyULongArrType_Type +#define NPY_INT16_FMT NPY_LONG_FMT +#define NPY_UINT16_FMT NPY_ULONG_FMT +#elif NPY_BITSOF_LONG == 32 +#define NPY_INT32 NPY_LONG +#define NPY_UINT32 NPY_ULONG + typedef long npy_int32; + typedef unsigned long npy_uint32; + typedef unsigned long npy_ucs4; +#define PyInt32ScalarObject PyLongScalarObject +#define PyInt32ArrType_Type PyLongArrType_Type +#define PyUInt32ScalarObject PyULongScalarObject +#define PyUInt32ArrType_Type PyULongArrType_Type +#define NPY_INT32_FMT NPY_LONG_FMT +#define NPY_UINT32_FMT NPY_ULONG_FMT +#elif NPY_BITSOF_LONG == 64 +#define NPY_INT64 NPY_LONG +#define NPY_UINT64 NPY_ULONG + typedef long npy_int64; + typedef unsigned long npy_uint64; +#define PyInt64ScalarObject PyLongScalarObject +#define PyInt64ArrType_Type PyLongArrType_Type +#define PyUInt64ScalarObject PyULongScalarObject +#define PyUInt64ArrType_Type PyULongArrType_Type +#define NPY_INT64_FMT NPY_LONG_FMT +#define NPY_UINT64_FMT NPY_ULONG_FMT +#define MyPyLong_FromInt64 PyLong_FromLong +#define MyPyLong_AsInt64 PyLong_AsLong +#elif NPY_BITSOF_LONG == 128 +#define NPY_INT128 NPY_LONG +#define NPY_UINT128 NPY_ULONG + typedef long npy_int128; + typedef unsigned long npy_uint128; +#define PyInt128ScalarObject PyLongScalarObject +#define PyInt128ArrType_Type PyLongArrType_Type +#define PyUInt128ScalarObject PyULongScalarObject +#define PyUInt128ArrType_Type PyULongArrType_Type +#define NPY_INT128_FMT NPY_LONG_FMT +#define NPY_UINT128_FMT NPY_ULONG_FMT +#endif + +#if NPY_BITSOF_LONGLONG == 8 +# ifndef NPY_INT8 +# define NPY_INT8 NPY_LONGLONG +# define NPY_UINT8 NPY_ULONGLONG + typedef npy_longlong npy_int8; + typedef npy_ulonglong npy_uint8; +# define PyInt8ScalarObject PyLongLongScalarObject +# define PyInt8ArrType_Type PyLongLongArrType_Type +# define PyUInt8ScalarObject PyULongLongScalarObject +# define PyUInt8ArrType_Type PyULongLongArrType_Type +#define NPY_INT8_FMT NPY_LONGLONG_FMT +#define NPY_UINT8_FMT NPY_ULONGLONG_FMT +# endif +# define NPY_MAX_LONGLONG NPY_MAX_INT8 +# define NPY_MIN_LONGLONG NPY_MIN_INT8 +# define NPY_MAX_ULONGLONG NPY_MAX_UINT8 +#elif NPY_BITSOF_LONGLONG == 16 +# ifndef NPY_INT16 +# define NPY_INT16 NPY_LONGLONG +# define NPY_UINT16 NPY_ULONGLONG + typedef npy_longlong npy_int16; + typedef npy_ulonglong npy_uint16; +# define PyInt16ScalarObject PyLongLongScalarObject +# define PyInt16ArrType_Type PyLongLongArrType_Type +# define PyUInt16ScalarObject PyULongLongScalarObject +# define PyUInt16ArrType_Type PyULongLongArrType_Type +#define NPY_INT16_FMT NPY_LONGLONG_FMT +#define NPY_UINT16_FMT NPY_ULONGLONG_FMT +# endif +# define NPY_MAX_LONGLONG NPY_MAX_INT16 +# define NPY_MIN_LONGLONG NPY_MIN_INT16 +# define NPY_MAX_ULONGLONG NPY_MAX_UINT16 +#elif NPY_BITSOF_LONGLONG == 32 +# ifndef NPY_INT32 +# define NPY_INT32 NPY_LONGLONG +# define NPY_UINT32 NPY_ULONGLONG + typedef npy_longlong npy_int32; + typedef npy_ulonglong npy_uint32; + typedef npy_ulonglong npy_ucs4; +# define PyInt32ScalarObject PyLongLongScalarObject +# define PyInt32ArrType_Type PyLongLongArrType_Type +# define PyUInt32ScalarObject PyULongLongScalarObject +# define PyUInt32ArrType_Type PyULongLongArrType_Type +#define NPY_INT32_FMT NPY_LONGLONG_FMT +#define NPY_UINT32_FMT NPY_ULONGLONG_FMT +# endif +# define NPY_MAX_LONGLONG NPY_MAX_INT32 +# define NPY_MIN_LONGLONG NPY_MIN_INT32 +# define NPY_MAX_ULONGLONG NPY_MAX_UINT32 +#elif NPY_BITSOF_LONGLONG == 64 +# ifndef NPY_INT64 +# define NPY_INT64 NPY_LONGLONG +# define NPY_UINT64 NPY_ULONGLONG + typedef npy_longlong npy_int64; + typedef npy_ulonglong npy_uint64; +# define PyInt64ScalarObject PyLongLongScalarObject +# define PyInt64ArrType_Type PyLongLongArrType_Type +# define PyUInt64ScalarObject PyULongLongScalarObject +# define PyUInt64ArrType_Type PyULongLongArrType_Type +#define NPY_INT64_FMT NPY_LONGLONG_FMT +#define NPY_UINT64_FMT NPY_ULONGLONG_FMT +# define MyPyLong_FromInt64 PyLong_FromLongLong +# define MyPyLong_AsInt64 PyLong_AsLongLong +# endif +# define NPY_MAX_LONGLONG NPY_MAX_INT64 +# define NPY_MIN_LONGLONG NPY_MIN_INT64 +# define NPY_MAX_ULONGLONG NPY_MAX_UINT64 +#elif NPY_BITSOF_LONGLONG == 128 +# ifndef NPY_INT128 +# define NPY_INT128 NPY_LONGLONG +# define NPY_UINT128 NPY_ULONGLONG + typedef npy_longlong npy_int128; + typedef npy_ulonglong npy_uint128; +# define PyInt128ScalarObject PyLongLongScalarObject +# define PyInt128ArrType_Type PyLongLongArrType_Type +# define PyUInt128ScalarObject PyULongLongScalarObject +# define PyUInt128ArrType_Type PyULongLongArrType_Type +#define NPY_INT128_FMT NPY_LONGLONG_FMT +#define NPY_UINT128_FMT NPY_ULONGLONG_FMT +# endif +# define NPY_MAX_LONGLONG NPY_MAX_INT128 +# define NPY_MIN_LONGLONG NPY_MIN_INT128 +# define NPY_MAX_ULONGLONG NPY_MAX_UINT128 +#elif NPY_BITSOF_LONGLONG == 256 +# define NPY_INT256 NPY_LONGLONG +# define NPY_UINT256 NPY_ULONGLONG + typedef npy_longlong npy_int256; + typedef npy_ulonglong npy_uint256; +# define PyInt256ScalarObject PyLongLongScalarObject +# define PyInt256ArrType_Type PyLongLongArrType_Type +# define PyUInt256ScalarObject PyULongLongScalarObject +# define PyUInt256ArrType_Type PyULongLongArrType_Type +#define NPY_INT256_FMT NPY_LONGLONG_FMT +#define NPY_UINT256_FMT NPY_ULONGLONG_FMT +# define NPY_MAX_LONGLONG NPY_MAX_INT256 +# define NPY_MIN_LONGLONG NPY_MIN_INT256 +# define NPY_MAX_ULONGLONG NPY_MAX_UINT256 +#endif + +#if NPY_BITSOF_INT == 8 +#ifndef NPY_INT8 +#define NPY_INT8 NPY_INT +#define NPY_UINT8 NPY_UINT + typedef int npy_int8; + typedef unsigned int npy_uint8; +# define PyInt8ScalarObject PyIntScalarObject +# define PyInt8ArrType_Type PyIntArrType_Type +# define PyUInt8ScalarObject PyUIntScalarObject +# define PyUInt8ArrType_Type PyUIntArrType_Type +#define NPY_INT8_FMT NPY_INT_FMT +#define NPY_UINT8_FMT NPY_UINT_FMT +#endif +#elif NPY_BITSOF_INT == 16 +#ifndef NPY_INT16 +#define NPY_INT16 NPY_INT +#define NPY_UINT16 NPY_UINT + typedef int npy_int16; + typedef unsigned int npy_uint16; +# define PyInt16ScalarObject PyIntScalarObject +# define PyInt16ArrType_Type PyIntArrType_Type +# define PyUInt16ScalarObject PyIntUScalarObject +# define PyUInt16ArrType_Type PyIntUArrType_Type +#define NPY_INT16_FMT NPY_INT_FMT +#define NPY_UINT16_FMT NPY_UINT_FMT +#endif +#elif NPY_BITSOF_INT == 32 +#ifndef NPY_INT32 +#define NPY_INT32 NPY_INT +#define NPY_UINT32 NPY_UINT + typedef int npy_int32; + typedef unsigned int npy_uint32; + typedef unsigned int npy_ucs4; +# define PyInt32ScalarObject PyIntScalarObject +# define PyInt32ArrType_Type PyIntArrType_Type +# define PyUInt32ScalarObject PyUIntScalarObject +# define PyUInt32ArrType_Type PyUIntArrType_Type +#define NPY_INT32_FMT NPY_INT_FMT +#define NPY_UINT32_FMT NPY_UINT_FMT +#endif +#elif NPY_BITSOF_INT == 64 +#ifndef NPY_INT64 +#define NPY_INT64 NPY_INT +#define NPY_UINT64 NPY_UINT + typedef int npy_int64; + typedef unsigned int npy_uint64; +# define PyInt64ScalarObject PyIntScalarObject +# define PyInt64ArrType_Type PyIntArrType_Type +# define PyUInt64ScalarObject PyUIntScalarObject +# define PyUInt64ArrType_Type PyUIntArrType_Type +#define NPY_INT64_FMT NPY_INT_FMT +#define NPY_UINT64_FMT NPY_UINT_FMT +# define MyPyLong_FromInt64 PyLong_FromLong +# define MyPyLong_AsInt64 PyLong_AsLong +#endif +#elif NPY_BITSOF_INT == 128 +#ifndef NPY_INT128 +#define NPY_INT128 NPY_INT +#define NPY_UINT128 NPY_UINT + typedef int npy_int128; + typedef unsigned int npy_uint128; +# define PyInt128ScalarObject PyIntScalarObject +# define PyInt128ArrType_Type PyIntArrType_Type +# define PyUInt128ScalarObject PyUIntScalarObject +# define PyUInt128ArrType_Type PyUIntArrType_Type +#define NPY_INT128_FMT NPY_INT_FMT +#define NPY_UINT128_FMT NPY_UINT_FMT +#endif +#endif + +#if NPY_BITSOF_SHORT == 8 +#ifndef NPY_INT8 +#define NPY_INT8 NPY_SHORT +#define NPY_UINT8 NPY_USHORT + typedef short npy_int8; + typedef unsigned short npy_uint8; +# define PyInt8ScalarObject PyShortScalarObject +# define PyInt8ArrType_Type PyShortArrType_Type +# define PyUInt8ScalarObject PyUShortScalarObject +# define PyUInt8ArrType_Type PyUShortArrType_Type +#define NPY_INT8_FMT NPY_SHORT_FMT +#define NPY_UINT8_FMT NPY_USHORT_FMT +#endif +#elif NPY_BITSOF_SHORT == 16 +#ifndef NPY_INT16 +#define NPY_INT16 NPY_SHORT +#define NPY_UINT16 NPY_USHORT + typedef short npy_int16; + typedef unsigned short npy_uint16; +# define PyInt16ScalarObject PyShortScalarObject +# define PyInt16ArrType_Type PyShortArrType_Type +# define PyUInt16ScalarObject PyUShortScalarObject +# define PyUInt16ArrType_Type PyUShortArrType_Type +#define NPY_INT16_FMT NPY_SHORT_FMT +#define NPY_UINT16_FMT NPY_USHORT_FMT +#endif +#elif NPY_BITSOF_SHORT == 32 +#ifndef NPY_INT32 +#define NPY_INT32 NPY_SHORT +#define NPY_UINT32 NPY_USHORT + typedef short npy_int32; + typedef unsigned short npy_uint32; + typedef unsigned short npy_ucs4; +# define PyInt32ScalarObject PyShortScalarObject +# define PyInt32ArrType_Type PyShortArrType_Type +# define PyUInt32ScalarObject PyUShortScalarObject +# define PyUInt32ArrType_Type PyUShortArrType_Type +#define NPY_INT32_FMT NPY_SHORT_FMT +#define NPY_UINT32_FMT NPY_USHORT_FMT +#endif +#elif NPY_BITSOF_SHORT == 64 +#ifndef NPY_INT64 +#define NPY_INT64 NPY_SHORT +#define NPY_UINT64 NPY_USHORT + typedef short npy_int64; + typedef unsigned short npy_uint64; +# define PyInt64ScalarObject PyShortScalarObject +# define PyInt64ArrType_Type PyShortArrType_Type +# define PyUInt64ScalarObject PyUShortScalarObject +# define PyUInt64ArrType_Type PyUShortArrType_Type +#define NPY_INT64_FMT NPY_SHORT_FMT +#define NPY_UINT64_FMT NPY_USHORT_FMT +# define MyPyLong_FromInt64 PyLong_FromLong +# define MyPyLong_AsInt64 PyLong_AsLong +#endif +#elif NPY_BITSOF_SHORT == 128 +#ifndef NPY_INT128 +#define NPY_INT128 NPY_SHORT +#define NPY_UINT128 NPY_USHORT + typedef short npy_int128; + typedef unsigned short npy_uint128; +# define PyInt128ScalarObject PyShortScalarObject +# define PyInt128ArrType_Type PyShortArrType_Type +# define PyUInt128ScalarObject PyUShortScalarObject +# define PyUInt128ArrType_Type PyUShortArrType_Type +#define NPY_INT128_FMT NPY_SHORT_FMT +#define NPY_UINT128_FMT NPY_USHORT_FMT +#endif +#endif + + +#if NPY_BITSOF_CHAR == 8 +#ifndef NPY_INT8 +#define NPY_INT8 NPY_BYTE +#define NPY_UINT8 NPY_UBYTE + typedef signed char npy_int8; + typedef unsigned char npy_uint8; +# define PyInt8ScalarObject PyByteScalarObject +# define PyInt8ArrType_Type PyByteArrType_Type +# define PyUInt8ScalarObject PyUByteScalarObject +# define PyUInt8ArrType_Type PyUByteArrType_Type +#define NPY_INT8_FMT NPY_BYTE_FMT +#define NPY_UINT8_FMT NPY_UBYTE_FMT +#endif +#elif NPY_BITSOF_CHAR == 16 +#ifndef NPY_INT16 +#define NPY_INT16 NPY_BYTE +#define NPY_UINT16 NPY_UBYTE + typedef signed char npy_int16; + typedef unsigned char npy_uint16; +# define PyInt16ScalarObject PyByteScalarObject +# define PyInt16ArrType_Type PyByteArrType_Type +# define PyUInt16ScalarObject PyUByteScalarObject +# define PyUInt16ArrType_Type PyUByteArrType_Type +#define NPY_INT16_FMT NPY_BYTE_FMT +#define NPY_UINT16_FMT NPY_UBYTE_FMT +#endif +#elif NPY_BITSOF_CHAR == 32 +#ifndef NPY_INT32 +#define NPY_INT32 NPY_BYTE +#define NPY_UINT32 NPY_UBYTE + typedef signed char npy_int32; + typedef unsigned char npy_uint32; + typedef unsigned char npy_ucs4; +# define PyInt32ScalarObject PyByteScalarObject +# define PyInt32ArrType_Type PyByteArrType_Type +# define PyUInt32ScalarObject PyUByteScalarObject +# define PyUInt32ArrType_Type PyUByteArrType_Type +#define NPY_INT32_FMT NPY_BYTE_FMT +#define NPY_UINT32_FMT NPY_UBYTE_FMT +#endif +#elif NPY_BITSOF_CHAR == 64 +#ifndef NPY_INT64 +#define NPY_INT64 NPY_BYTE +#define NPY_UINT64 NPY_UBYTE + typedef signed char npy_int64; + typedef unsigned char npy_uint64; +# define PyInt64ScalarObject PyByteScalarObject +# define PyInt64ArrType_Type PyByteArrType_Type +# define PyUInt64ScalarObject PyUByteScalarObject +# define PyUInt64ArrType_Type PyUByteArrType_Type +#define NPY_INT64_FMT NPY_BYTE_FMT +#define NPY_UINT64_FMT NPY_UBYTE_FMT +# define MyPyLong_FromInt64 PyLong_FromLong +# define MyPyLong_AsInt64 PyLong_AsLong +#endif +#elif NPY_BITSOF_CHAR == 128 +#ifndef NPY_INT128 +#define NPY_INT128 NPY_BYTE +#define NPY_UINT128 NPY_UBYTE + typedef signed char npy_int128; + typedef unsigned char npy_uint128; +# define PyInt128ScalarObject PyByteScalarObject +# define PyInt128ArrType_Type PyByteArrType_Type +# define PyUInt128ScalarObject PyUByteScalarObject +# define PyUInt128ArrType_Type PyUByteArrType_Type +#define NPY_INT128_FMT NPY_BYTE_FMT +#define NPY_UINT128_FMT NPY_UBYTE_FMT +#endif +#endif + + + +#if NPY_BITSOF_DOUBLE == 32 +#ifndef NPY_FLOAT32 +#define NPY_FLOAT32 NPY_DOUBLE +#define NPY_COMPLEX64 NPY_CDOUBLE + typedef double npy_float32; + typedef npy_cdouble npy_complex64; +# define PyFloat32ScalarObject PyDoubleScalarObject +# define PyComplex64ScalarObject PyCDoubleScalarObject +# define PyFloat32ArrType_Type PyDoubleArrType_Type +# define PyComplex64ArrType_Type PyCDoubleArrType_Type +#define NPY_FLOAT32_FMT NPY_DOUBLE_FMT +#define NPY_COMPLEX64_FMT NPY_CDOUBLE_FMT +#endif +#elif NPY_BITSOF_DOUBLE == 64 +#ifndef NPY_FLOAT64 +#define NPY_FLOAT64 NPY_DOUBLE +#define NPY_COMPLEX128 NPY_CDOUBLE + typedef double npy_float64; + typedef npy_cdouble npy_complex128; +# define PyFloat64ScalarObject PyDoubleScalarObject +# define PyComplex128ScalarObject PyCDoubleScalarObject +# define PyFloat64ArrType_Type PyDoubleArrType_Type +# define PyComplex128ArrType_Type PyCDoubleArrType_Type +#define NPY_FLOAT64_FMT NPY_DOUBLE_FMT +#define NPY_COMPLEX128_FMT NPY_CDOUBLE_FMT +#endif +#elif NPY_BITSOF_DOUBLE == 80 +#ifndef NPY_FLOAT80 +#define NPY_FLOAT80 NPY_DOUBLE +#define NPY_COMPLEX160 NPY_CDOUBLE + typedef double npy_float80; + typedef npy_cdouble npy_complex160; +# define PyFloat80ScalarObject PyDoubleScalarObject +# define PyComplex160ScalarObject PyCDoubleScalarObject +# define PyFloat80ArrType_Type PyDoubleArrType_Type +# define PyComplex160ArrType_Type PyCDoubleArrType_Type +#define NPY_FLOAT80_FMT NPY_DOUBLE_FMT +#define NPY_COMPLEX160_FMT NPY_CDOUBLE_FMT +#endif +#elif NPY_BITSOF_DOUBLE == 96 +#ifndef NPY_FLOAT96 +#define NPY_FLOAT96 NPY_DOUBLE +#define NPY_COMPLEX192 NPY_CDOUBLE + typedef double npy_float96; + typedef npy_cdouble npy_complex192; +# define PyFloat96ScalarObject PyDoubleScalarObject +# define PyComplex192ScalarObject PyCDoubleScalarObject +# define PyFloat96ArrType_Type PyDoubleArrType_Type +# define PyComplex192ArrType_Type PyCDoubleArrType_Type +#define NPY_FLOAT96_FMT NPY_DOUBLE_FMT +#define NPY_COMPLEX192_FMT NPY_CDOUBLE_FMT +#endif +#elif NPY_BITSOF_DOUBLE == 128 +#ifndef NPY_FLOAT128 +#define NPY_FLOAT128 NPY_DOUBLE +#define NPY_COMPLEX256 NPY_CDOUBLE + typedef double npy_float128; + typedef npy_cdouble npy_complex256; +# define PyFloat128ScalarObject PyDoubleScalarObject +# define PyComplex256ScalarObject PyCDoubleScalarObject +# define PyFloat128ArrType_Type PyDoubleArrType_Type +# define PyComplex256ArrType_Type PyCDoubleArrType_Type +#define NPY_FLOAT128_FMT NPY_DOUBLE_FMT +#define NPY_COMPLEX256_FMT NPY_CDOUBLE_FMT +#endif +#endif + + + +#if NPY_BITSOF_FLOAT == 32 +#ifndef NPY_FLOAT32 +#define NPY_FLOAT32 NPY_FLOAT +#define NPY_COMPLEX64 NPY_CFLOAT + typedef float npy_float32; + typedef npy_cfloat npy_complex64; +# define PyFloat32ScalarObject PyFloatScalarObject +# define PyComplex64ScalarObject PyCFloatScalarObject +# define PyFloat32ArrType_Type PyFloatArrType_Type +# define PyComplex64ArrType_Type PyCFloatArrType_Type +#define NPY_FLOAT32_FMT NPY_FLOAT_FMT +#define NPY_COMPLEX64_FMT NPY_CFLOAT_FMT +#endif +#elif NPY_BITSOF_FLOAT == 64 +#ifndef NPY_FLOAT64 +#define NPY_FLOAT64 NPY_FLOAT +#define NPY_COMPLEX128 NPY_CFLOAT + typedef float npy_float64; + typedef npy_cfloat npy_complex128; +# define PyFloat64ScalarObject PyFloatScalarObject +# define PyComplex128ScalarObject PyCFloatScalarObject +# define PyFloat64ArrType_Type PyFloatArrType_Type +# define PyComplex128ArrType_Type PyCFloatArrType_Type +#define NPY_FLOAT64_FMT NPY_FLOAT_FMT +#define NPY_COMPLEX128_FMT NPY_CFLOAT_FMT +#endif +#elif NPY_BITSOF_FLOAT == 80 +#ifndef NPY_FLOAT80 +#define NPY_FLOAT80 NPY_FLOAT +#define NPY_COMPLEX160 NPY_CFLOAT + typedef float npy_float80; + typedef npy_cfloat npy_complex160; +# define PyFloat80ScalarObject PyFloatScalarObject +# define PyComplex160ScalarObject PyCFloatScalarObject +# define PyFloat80ArrType_Type PyFloatArrType_Type +# define PyComplex160ArrType_Type PyCFloatArrType_Type +#define NPY_FLOAT80_FMT NPY_FLOAT_FMT +#define NPY_COMPLEX160_FMT NPY_CFLOAT_FMT +#endif +#elif NPY_BITSOF_FLOAT == 96 +#ifndef NPY_FLOAT96 +#define NPY_FLOAT96 NPY_FLOAT +#define NPY_COMPLEX192 NPY_CFLOAT + typedef float npy_float96; + typedef npy_cfloat npy_complex192; +# define PyFloat96ScalarObject PyFloatScalarObject +# define PyComplex192ScalarObject PyCFloatScalarObject +# define PyFloat96ArrType_Type PyFloatArrType_Type +# define PyComplex192ArrType_Type PyCFloatArrType_Type +#define NPY_FLOAT96_FMT NPY_FLOAT_FMT +#define NPY_COMPLEX192_FMT NPY_CFLOAT_FMT +#endif +#elif NPY_BITSOF_FLOAT == 128 +#ifndef NPY_FLOAT128 +#define NPY_FLOAT128 NPY_FLOAT +#define NPY_COMPLEX256 NPY_CFLOAT + typedef float npy_float128; + typedef npy_cfloat npy_complex256; +# define PyFloat128ScalarObject PyFloatScalarObject +# define PyComplex256ScalarObject PyCFloatScalarObject +# define PyFloat128ArrType_Type PyFloatArrType_Type +# define PyComplex256ArrType_Type PyCFloatArrType_Type +#define NPY_FLOAT128_FMT NPY_FLOAT_FMT +#define NPY_COMPLEX256_FMT NPY_CFLOAT_FMT +#endif +#endif + +/* half/float16 isn't a floating-point type in C */ +#define NPY_FLOAT16 NPY_HALF +typedef npy_uint16 npy_half; +typedef npy_half npy_float16; + +#if NPY_BITSOF_LONGDOUBLE == 32 +#ifndef NPY_FLOAT32 +#define NPY_FLOAT32 NPY_LONGDOUBLE +#define NPY_COMPLEX64 NPY_CLONGDOUBLE + typedef npy_longdouble npy_float32; + typedef npy_clongdouble npy_complex64; +# define PyFloat32ScalarObject PyLongDoubleScalarObject +# define PyComplex64ScalarObject PyCLongDoubleScalarObject +# define PyFloat32ArrType_Type PyLongDoubleArrType_Type +# define PyComplex64ArrType_Type PyCLongDoubleArrType_Type +#define NPY_FLOAT32_FMT NPY_LONGDOUBLE_FMT +#define NPY_COMPLEX64_FMT NPY_CLONGDOUBLE_FMT +#endif +#elif NPY_BITSOF_LONGDOUBLE == 64 +#ifndef NPY_FLOAT64 +#define NPY_FLOAT64 NPY_LONGDOUBLE +#define NPY_COMPLEX128 NPY_CLONGDOUBLE + typedef npy_longdouble npy_float64; + typedef npy_clongdouble npy_complex128; +# define PyFloat64ScalarObject PyLongDoubleScalarObject +# define PyComplex128ScalarObject PyCLongDoubleScalarObject +# define PyFloat64ArrType_Type PyLongDoubleArrType_Type +# define PyComplex128ArrType_Type PyCLongDoubleArrType_Type +#define NPY_FLOAT64_FMT NPY_LONGDOUBLE_FMT +#define NPY_COMPLEX128_FMT NPY_CLONGDOUBLE_FMT +#endif +#elif NPY_BITSOF_LONGDOUBLE == 80 +#ifndef NPY_FLOAT80 +#define NPY_FLOAT80 NPY_LONGDOUBLE +#define NPY_COMPLEX160 NPY_CLONGDOUBLE + typedef npy_longdouble npy_float80; + typedef npy_clongdouble npy_complex160; +# define PyFloat80ScalarObject PyLongDoubleScalarObject +# define PyComplex160ScalarObject PyCLongDoubleScalarObject +# define PyFloat80ArrType_Type PyLongDoubleArrType_Type +# define PyComplex160ArrType_Type PyCLongDoubleArrType_Type +#define NPY_FLOAT80_FMT NPY_LONGDOUBLE_FMT +#define NPY_COMPLEX160_FMT NPY_CLONGDOUBLE_FMT +#endif +#elif NPY_BITSOF_LONGDOUBLE == 96 +#ifndef NPY_FLOAT96 +#define NPY_FLOAT96 NPY_LONGDOUBLE +#define NPY_COMPLEX192 NPY_CLONGDOUBLE + typedef npy_longdouble npy_float96; + typedef npy_clongdouble npy_complex192; +# define PyFloat96ScalarObject PyLongDoubleScalarObject +# define PyComplex192ScalarObject PyCLongDoubleScalarObject +# define PyFloat96ArrType_Type PyLongDoubleArrType_Type +# define PyComplex192ArrType_Type PyCLongDoubleArrType_Type +#define NPY_FLOAT96_FMT NPY_LONGDOUBLE_FMT +#define NPY_COMPLEX192_FMT NPY_CLONGDOUBLE_FMT +#endif +#elif NPY_BITSOF_LONGDOUBLE == 128 +#ifndef NPY_FLOAT128 +#define NPY_FLOAT128 NPY_LONGDOUBLE +#define NPY_COMPLEX256 NPY_CLONGDOUBLE + typedef npy_longdouble npy_float128; + typedef npy_clongdouble npy_complex256; +# define PyFloat128ScalarObject PyLongDoubleScalarObject +# define PyComplex256ScalarObject PyCLongDoubleScalarObject +# define PyFloat128ArrType_Type PyLongDoubleArrType_Type +# define PyComplex256ArrType_Type PyCLongDoubleArrType_Type +#define NPY_FLOAT128_FMT NPY_LONGDOUBLE_FMT +#define NPY_COMPLEX256_FMT NPY_CLONGDOUBLE_FMT +#endif +#elif NPY_BITSOF_LONGDOUBLE == 256 +#define NPY_FLOAT256 NPY_LONGDOUBLE +#define NPY_COMPLEX512 NPY_CLONGDOUBLE + typedef npy_longdouble npy_float256; + typedef npy_clongdouble npy_complex512; +# define PyFloat256ScalarObject PyLongDoubleScalarObject +# define PyComplex512ScalarObject PyCLongDoubleScalarObject +# define PyFloat256ArrType_Type PyLongDoubleArrType_Type +# define PyComplex512ArrType_Type PyCLongDoubleArrType_Type +#define NPY_FLOAT256_FMT NPY_LONGDOUBLE_FMT +#define NPY_COMPLEX512_FMT NPY_CLONGDOUBLE_FMT +#endif + +/* datetime typedefs */ +typedef npy_int64 npy_timedelta; +typedef npy_int64 npy_datetime; +#define NPY_DATETIME_FMT NPY_INT64_FMT +#define NPY_TIMEDELTA_FMT NPY_INT64_FMT + +/* End of typedefs for numarray style bit-width names */ + +#endif diff --git a/EXE version/main/numpy/core/include/numpy/npy_cpu.h b/EXE version/main/numpy/core/include/numpy/npy_cpu.h new file mode 100644 index 00000000..bc1fad72 --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/npy_cpu.h @@ -0,0 +1,126 @@ +/* + * This set (target) cpu specific macros: + * - Possible values: + * NPY_CPU_X86 + * NPY_CPU_AMD64 + * NPY_CPU_PPC + * NPY_CPU_PPC64 + * NPY_CPU_PPC64LE + * NPY_CPU_SPARC + * NPY_CPU_S390 + * NPY_CPU_IA64 + * NPY_CPU_HPPA + * NPY_CPU_ALPHA + * NPY_CPU_ARMEL + * NPY_CPU_ARMEB + * NPY_CPU_SH_LE + * NPY_CPU_SH_BE + * NPY_CPU_ARCEL + * NPY_CPU_ARCEB + * NPY_CPU_RISCV64 + * NPY_CPU_WASM + */ +#ifndef _NPY_CPUARCH_H_ +#define _NPY_CPUARCH_H_ + +#include "numpyconfig.h" + +#if defined( __i386__ ) || defined(i386) || defined(_M_IX86) + /* + * __i386__ is defined by gcc and Intel compiler on Linux, + * _M_IX86 by VS compiler, + * i386 by Sun compilers on opensolaris at least + */ + #define NPY_CPU_X86 +#elif defined(__x86_64__) || defined(__amd64__) || defined(__x86_64) || defined(_M_AMD64) + /* + * both __x86_64__ and __amd64__ are defined by gcc + * __x86_64 defined by sun compiler on opensolaris at least + * _M_AMD64 defined by MS compiler + */ + #define NPY_CPU_AMD64 +#elif defined(__powerpc64__) && defined(__LITTLE_ENDIAN__) + #define NPY_CPU_PPC64LE +#elif defined(__powerpc64__) && defined(__BIG_ENDIAN__) + #define NPY_CPU_PPC64 +#elif defined(__ppc__) || defined(__powerpc__) || defined(_ARCH_PPC) + /* + * __ppc__ is defined by gcc, I remember having seen __powerpc__ once, + * but can't find it ATM + * _ARCH_PPC is used by at least gcc on AIX + * As __powerpc__ and _ARCH_PPC are also defined by PPC64 check + * for those specifically first before defaulting to ppc + */ + #define NPY_CPU_PPC +#elif defined(__sparc__) || defined(__sparc) + /* __sparc__ is defined by gcc and Forte (e.g. Sun) compilers */ + #define NPY_CPU_SPARC +#elif defined(__s390__) + #define NPY_CPU_S390 +#elif defined(__ia64) + #define NPY_CPU_IA64 +#elif defined(__hppa) + #define NPY_CPU_HPPA +#elif defined(__alpha__) + #define NPY_CPU_ALPHA +#elif defined(__arm__) || defined(__aarch64__) || defined(_M_ARM64) + /* _M_ARM64 is defined in MSVC for ARM64 compilation on Windows */ + #if defined(__ARMEB__) || defined(__AARCH64EB__) + #if defined(__ARM_32BIT_STATE) + #define NPY_CPU_ARMEB_AARCH32 + #elif defined(__ARM_64BIT_STATE) + #define NPY_CPU_ARMEB_AARCH64 + #else + #define NPY_CPU_ARMEB + #endif + #elif defined(__ARMEL__) || defined(__AARCH64EL__) || defined(_M_ARM64) + #if defined(__ARM_32BIT_STATE) + #define NPY_CPU_ARMEL_AARCH32 + #elif defined(__ARM_64BIT_STATE) || defined(_M_ARM64) + #define NPY_CPU_ARMEL_AARCH64 + #else + #define NPY_CPU_ARMEL + #endif + #else + # error Unknown ARM CPU, please report this to numpy maintainers with \ + information about your platform (OS, CPU and compiler) + #endif +#elif defined(__sh__) && defined(__LITTLE_ENDIAN__) + #define NPY_CPU_SH_LE +#elif defined(__sh__) && defined(__BIG_ENDIAN__) + #define NPY_CPU_SH_BE +#elif defined(__MIPSEL__) + #define NPY_CPU_MIPSEL +#elif defined(__MIPSEB__) + #define NPY_CPU_MIPSEB +#elif defined(__or1k__) + #define NPY_CPU_OR1K +#elif defined(__mc68000__) + #define NPY_CPU_M68K +#elif defined(__arc__) && defined(__LITTLE_ENDIAN__) + #define NPY_CPU_ARCEL +#elif defined(__arc__) && defined(__BIG_ENDIAN__) + #define NPY_CPU_ARCEB +#elif defined(__riscv) && defined(__riscv_xlen) && __riscv_xlen == 64 + #define NPY_CPU_RISCV64 +#elif defined(__EMSCRIPTEN__) + /* __EMSCRIPTEN__ is defined by emscripten: an LLVM-to-Web compiler */ + #define NPY_CPU_WASM +#else + #error Unknown CPU, please report this to numpy maintainers with \ + information about your platform (OS, CPU and compiler) +#endif + +/* + * Except for the following architectures, memory access is limited to the natural + * alignment of data types otherwise it may lead to bus error or performance regression. + * For more details about unaligned access, see https://www.kernel.org/doc/Documentation/unaligned-memory-access.txt. +*/ +#if defined(NPY_CPU_X86) || defined(NPY_CPU_AMD64) || defined(__aarch64__) || defined(__powerpc64__) + #define NPY_ALIGNMENT_REQUIRED 0 +#endif +#ifndef NPY_ALIGNMENT_REQUIRED + #define NPY_ALIGNMENT_REQUIRED 1 +#endif + +#endif diff --git a/EXE version/main/numpy/core/include/numpy/npy_endian.h b/EXE version/main/numpy/core/include/numpy/npy_endian.h new file mode 100644 index 00000000..aa367a00 --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/npy_endian.h @@ -0,0 +1,73 @@ +#ifndef _NPY_ENDIAN_H_ +#define _NPY_ENDIAN_H_ + +/* + * NPY_BYTE_ORDER is set to the same value as BYTE_ORDER set by glibc in + * endian.h + */ + +#if defined(NPY_HAVE_ENDIAN_H) || defined(NPY_HAVE_SYS_ENDIAN_H) + /* Use endian.h if available */ + + #if defined(NPY_HAVE_ENDIAN_H) + #include + #elif defined(NPY_HAVE_SYS_ENDIAN_H) + #include + #endif + + #if defined(BYTE_ORDER) && defined(BIG_ENDIAN) && defined(LITTLE_ENDIAN) + #define NPY_BYTE_ORDER BYTE_ORDER + #define NPY_LITTLE_ENDIAN LITTLE_ENDIAN + #define NPY_BIG_ENDIAN BIG_ENDIAN + #elif defined(_BYTE_ORDER) && defined(_BIG_ENDIAN) && defined(_LITTLE_ENDIAN) + #define NPY_BYTE_ORDER _BYTE_ORDER + #define NPY_LITTLE_ENDIAN _LITTLE_ENDIAN + #define NPY_BIG_ENDIAN _BIG_ENDIAN + #elif defined(__BYTE_ORDER) && defined(__BIG_ENDIAN) && defined(__LITTLE_ENDIAN) + #define NPY_BYTE_ORDER __BYTE_ORDER + #define NPY_LITTLE_ENDIAN __LITTLE_ENDIAN + #define NPY_BIG_ENDIAN __BIG_ENDIAN + #endif +#endif + +#ifndef NPY_BYTE_ORDER + /* Set endianness info using target CPU */ + #include "npy_cpu.h" + + #define NPY_LITTLE_ENDIAN 1234 + #define NPY_BIG_ENDIAN 4321 + + #if defined(NPY_CPU_X86) \ + || defined(NPY_CPU_AMD64) \ + || defined(NPY_CPU_IA64) \ + || defined(NPY_CPU_ALPHA) \ + || defined(NPY_CPU_ARMEL) \ + || defined(NPY_CPU_ARMEL_AARCH32) \ + || defined(NPY_CPU_ARMEL_AARCH64) \ + || defined(NPY_CPU_SH_LE) \ + || defined(NPY_CPU_MIPSEL) \ + || defined(NPY_CPU_PPC64LE) \ + || defined(NPY_CPU_ARCEL) \ + || defined(NPY_CPU_RISCV64) \ + || defined(NPY_CPU_WASM) + #define NPY_BYTE_ORDER NPY_LITTLE_ENDIAN + #elif defined(NPY_CPU_PPC) \ + || defined(NPY_CPU_SPARC) \ + || defined(NPY_CPU_S390) \ + || defined(NPY_CPU_HPPA) \ + || defined(NPY_CPU_PPC64) \ + || defined(NPY_CPU_ARMEB) \ + || defined(NPY_CPU_ARMEB_AARCH32) \ + || defined(NPY_CPU_ARMEB_AARCH64) \ + || defined(NPY_CPU_SH_BE) \ + || defined(NPY_CPU_MIPSEB) \ + || defined(NPY_CPU_OR1K) \ + || defined(NPY_CPU_M68K) \ + || defined(NPY_CPU_ARCEB) + #define NPY_BYTE_ORDER NPY_BIG_ENDIAN + #else + #error Unknown CPU: can not set endianness + #endif +#endif + +#endif diff --git a/EXE version/main/numpy/core/include/numpy/npy_interrupt.h b/EXE version/main/numpy/core/include/numpy/npy_interrupt.h new file mode 100644 index 00000000..bcb53932 --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/npy_interrupt.h @@ -0,0 +1,56 @@ +/* + * This API is only provided because it is part of publicly exported + * headers. Its use is considered DEPRECATED, and it will be removed + * eventually. + * (This includes the _PyArray_SigintHandler and _PyArray_GetSigintBuf + * functions which are however, public API, and not headers.) + * + * Instead of using these non-threadsafe macros consider periodically + * querying `PyErr_CheckSignals()` or `PyOS_InterruptOccurred()` will work. + * Both of these require holding the GIL, although cpython could add a + * version of `PyOS_InterruptOccurred()` which does not. Such a version + * actually exists as private API in Python 3.10, and backported to 3.9 and 3.8, + * see also https://bugs.python.org/issue41037 and + * https://github.com/python/cpython/pull/20599). + */ + +#ifndef NPY_INTERRUPT_H +#define NPY_INTERRUPT_H + +#ifndef NPY_NO_SIGNAL + +#include +#include + +#ifndef sigsetjmp + +#define NPY_SIGSETJMP(arg1, arg2) setjmp(arg1) +#define NPY_SIGLONGJMP(arg1, arg2) longjmp(arg1, arg2) +#define NPY_SIGJMP_BUF jmp_buf + +#else + +#define NPY_SIGSETJMP(arg1, arg2) sigsetjmp(arg1, arg2) +#define NPY_SIGLONGJMP(arg1, arg2) siglongjmp(arg1, arg2) +#define NPY_SIGJMP_BUF sigjmp_buf + +#endif + +# define NPY_SIGINT_ON { \ + PyOS_sighandler_t _npy_sig_save; \ + _npy_sig_save = PyOS_setsig(SIGINT, _PyArray_SigintHandler); \ + if (NPY_SIGSETJMP(*((NPY_SIGJMP_BUF *)_PyArray_GetSigintBuf()), \ + 1) == 0) { \ + +# define NPY_SIGINT_OFF } \ + PyOS_setsig(SIGINT, _npy_sig_save); \ + } + +#else /* NPY_NO_SIGNAL */ + +#define NPY_SIGINT_ON +#define NPY_SIGINT_OFF + +#endif /* HAVE_SIGSETJMP */ + +#endif /* NPY_INTERRUPT_H */ diff --git a/EXE version/main/numpy/core/include/numpy/npy_math.h b/EXE version/main/numpy/core/include/numpy/npy_math.h new file mode 100644 index 00000000..f32e298f --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/npy_math.h @@ -0,0 +1,588 @@ +#ifndef __NPY_MATH_C99_H_ +#define __NPY_MATH_C99_H_ + +#ifdef __cplusplus +extern "C" { +#endif + +#include + +#include +#ifdef __SUNPRO_CC +#include +#endif + +/* By adding static inline specifiers to npy_math function definitions when + appropriate, compiler is given the opportunity to optimize */ +#if NPY_INLINE_MATH +#define NPY_INPLACE NPY_INLINE static +#else +#define NPY_INPLACE +#endif + + +/* + * NAN and INFINITY like macros (same behavior as glibc for NAN, same as C99 + * for INFINITY) + * + * XXX: I should test whether INFINITY and NAN are available on the platform + */ +NPY_INLINE static float __npy_inff(void) +{ + const union { npy_uint32 __i; float __f;} __bint = {0x7f800000UL}; + return __bint.__f; +} + +NPY_INLINE static float __npy_nanf(void) +{ + const union { npy_uint32 __i; float __f;} __bint = {0x7fc00000UL}; + return __bint.__f; +} + +NPY_INLINE static float __npy_pzerof(void) +{ + const union { npy_uint32 __i; float __f;} __bint = {0x00000000UL}; + return __bint.__f; +} + +NPY_INLINE static float __npy_nzerof(void) +{ + const union { npy_uint32 __i; float __f;} __bint = {0x80000000UL}; + return __bint.__f; +} + +#define NPY_INFINITYF __npy_inff() +#define NPY_NANF __npy_nanf() +#define NPY_PZEROF __npy_pzerof() +#define NPY_NZEROF __npy_nzerof() + +#define NPY_INFINITY ((npy_double)NPY_INFINITYF) +#define NPY_NAN ((npy_double)NPY_NANF) +#define NPY_PZERO ((npy_double)NPY_PZEROF) +#define NPY_NZERO ((npy_double)NPY_NZEROF) + +#define NPY_INFINITYL ((npy_longdouble)NPY_INFINITYF) +#define NPY_NANL ((npy_longdouble)NPY_NANF) +#define NPY_PZEROL ((npy_longdouble)NPY_PZEROF) +#define NPY_NZEROL ((npy_longdouble)NPY_NZEROF) + +/* + * Useful constants + */ +#define NPY_E 2.718281828459045235360287471352662498 /* e */ +#define NPY_LOG2E 1.442695040888963407359924681001892137 /* log_2 e */ +#define NPY_LOG10E 0.434294481903251827651128918916605082 /* log_10 e */ +#define NPY_LOGE2 0.693147180559945309417232121458176568 /* log_e 2 */ +#define NPY_LOGE10 2.302585092994045684017991454684364208 /* log_e 10 */ +#define NPY_PI 3.141592653589793238462643383279502884 /* pi */ +#define NPY_PI_2 1.570796326794896619231321691639751442 /* pi/2 */ +#define NPY_PI_4 0.785398163397448309615660845819875721 /* pi/4 */ +#define NPY_1_PI 0.318309886183790671537767526745028724 /* 1/pi */ +#define NPY_2_PI 0.636619772367581343075535053490057448 /* 2/pi */ +#define NPY_EULER 0.577215664901532860606512090082402431 /* Euler constant */ +#define NPY_SQRT2 1.414213562373095048801688724209698079 /* sqrt(2) */ +#define NPY_SQRT1_2 0.707106781186547524400844362104849039 /* 1/sqrt(2) */ + +#define NPY_Ef 2.718281828459045235360287471352662498F /* e */ +#define NPY_LOG2Ef 1.442695040888963407359924681001892137F /* log_2 e */ +#define NPY_LOG10Ef 0.434294481903251827651128918916605082F /* log_10 e */ +#define NPY_LOGE2f 0.693147180559945309417232121458176568F /* log_e 2 */ +#define NPY_LOGE10f 2.302585092994045684017991454684364208F /* log_e 10 */ +#define NPY_PIf 3.141592653589793238462643383279502884F /* pi */ +#define NPY_PI_2f 1.570796326794896619231321691639751442F /* pi/2 */ +#define NPY_PI_4f 0.785398163397448309615660845819875721F /* pi/4 */ +#define NPY_1_PIf 0.318309886183790671537767526745028724F /* 1/pi */ +#define NPY_2_PIf 0.636619772367581343075535053490057448F /* 2/pi */ +#define NPY_EULERf 0.577215664901532860606512090082402431F /* Euler constant */ +#define NPY_SQRT2f 1.414213562373095048801688724209698079F /* sqrt(2) */ +#define NPY_SQRT1_2f 0.707106781186547524400844362104849039F /* 1/sqrt(2) */ + +#define NPY_El 2.718281828459045235360287471352662498L /* e */ +#define NPY_LOG2El 1.442695040888963407359924681001892137L /* log_2 e */ +#define NPY_LOG10El 0.434294481903251827651128918916605082L /* log_10 e */ +#define NPY_LOGE2l 0.693147180559945309417232121458176568L /* log_e 2 */ +#define NPY_LOGE10l 2.302585092994045684017991454684364208L /* log_e 10 */ +#define NPY_PIl 3.141592653589793238462643383279502884L /* pi */ +#define NPY_PI_2l 1.570796326794896619231321691639751442L /* pi/2 */ +#define NPY_PI_4l 0.785398163397448309615660845819875721L /* pi/4 */ +#define NPY_1_PIl 0.318309886183790671537767526745028724L /* 1/pi */ +#define NPY_2_PIl 0.636619772367581343075535053490057448L /* 2/pi */ +#define NPY_EULERl 0.577215664901532860606512090082402431L /* Euler constant */ +#define NPY_SQRT2l 1.414213562373095048801688724209698079L /* sqrt(2) */ +#define NPY_SQRT1_2l 0.707106781186547524400844362104849039L /* 1/sqrt(2) */ + +/* + * Integer functions. + */ +NPY_INPLACE npy_uint npy_gcdu(npy_uint a, npy_uint b); +NPY_INPLACE npy_uint npy_lcmu(npy_uint a, npy_uint b); +NPY_INPLACE npy_ulong npy_gcdul(npy_ulong a, npy_ulong b); +NPY_INPLACE npy_ulong npy_lcmul(npy_ulong a, npy_ulong b); +NPY_INPLACE npy_ulonglong npy_gcdull(npy_ulonglong a, npy_ulonglong b); +NPY_INPLACE npy_ulonglong npy_lcmull(npy_ulonglong a, npy_ulonglong b); + +NPY_INPLACE npy_int npy_gcd(npy_int a, npy_int b); +NPY_INPLACE npy_int npy_lcm(npy_int a, npy_int b); +NPY_INPLACE npy_long npy_gcdl(npy_long a, npy_long b); +NPY_INPLACE npy_long npy_lcml(npy_long a, npy_long b); +NPY_INPLACE npy_longlong npy_gcdll(npy_longlong a, npy_longlong b); +NPY_INPLACE npy_longlong npy_lcmll(npy_longlong a, npy_longlong b); + +NPY_INPLACE npy_ubyte npy_rshiftuhh(npy_ubyte a, npy_ubyte b); +NPY_INPLACE npy_ubyte npy_lshiftuhh(npy_ubyte a, npy_ubyte b); +NPY_INPLACE npy_ushort npy_rshiftuh(npy_ushort a, npy_ushort b); +NPY_INPLACE npy_ushort npy_lshiftuh(npy_ushort a, npy_ushort b); +NPY_INPLACE npy_uint npy_rshiftu(npy_uint a, npy_uint b); +NPY_INPLACE npy_uint npy_lshiftu(npy_uint a, npy_uint b); +NPY_INPLACE npy_ulong npy_rshiftul(npy_ulong a, npy_ulong b); +NPY_INPLACE npy_ulong npy_lshiftul(npy_ulong a, npy_ulong b); +NPY_INPLACE npy_ulonglong npy_rshiftull(npy_ulonglong a, npy_ulonglong b); +NPY_INPLACE npy_ulonglong npy_lshiftull(npy_ulonglong a, npy_ulonglong b); + +NPY_INPLACE npy_byte npy_rshifthh(npy_byte a, npy_byte b); +NPY_INPLACE npy_byte npy_lshifthh(npy_byte a, npy_byte b); +NPY_INPLACE npy_short npy_rshifth(npy_short a, npy_short b); +NPY_INPLACE npy_short npy_lshifth(npy_short a, npy_short b); +NPY_INPLACE npy_int npy_rshift(npy_int a, npy_int b); +NPY_INPLACE npy_int npy_lshift(npy_int a, npy_int b); +NPY_INPLACE npy_long npy_rshiftl(npy_long a, npy_long b); +NPY_INPLACE npy_long npy_lshiftl(npy_long a, npy_long b); +NPY_INPLACE npy_longlong npy_rshiftll(npy_longlong a, npy_longlong b); +NPY_INPLACE npy_longlong npy_lshiftll(npy_longlong a, npy_longlong b); + +/* + * C99 double math funcs + */ +NPY_INPLACE double npy_sin(double x); +NPY_INPLACE double npy_cos(double x); +NPY_INPLACE double npy_tan(double x); +NPY_INPLACE double npy_sinh(double x); +NPY_INPLACE double npy_cosh(double x); +NPY_INPLACE double npy_tanh(double x); + +NPY_INPLACE double npy_asin(double x); +NPY_INPLACE double npy_acos(double x); +NPY_INPLACE double npy_atan(double x); + +NPY_INPLACE double npy_log(double x); +NPY_INPLACE double npy_log10(double x); +NPY_INPLACE double npy_exp(double x); +NPY_INPLACE double npy_sqrt(double x); +NPY_INPLACE double npy_cbrt(double x); + +NPY_INPLACE double npy_fabs(double x); +NPY_INPLACE double npy_ceil(double x); +NPY_INPLACE double npy_fmod(double x, double y); +NPY_INPLACE double npy_floor(double x); + +NPY_INPLACE double npy_expm1(double x); +NPY_INPLACE double npy_log1p(double x); +NPY_INPLACE double npy_hypot(double x, double y); +NPY_INPLACE double npy_acosh(double x); +NPY_INPLACE double npy_asinh(double xx); +NPY_INPLACE double npy_atanh(double x); +NPY_INPLACE double npy_rint(double x); +NPY_INPLACE double npy_trunc(double x); +NPY_INPLACE double npy_exp2(double x); +NPY_INPLACE double npy_log2(double x); + +NPY_INPLACE double npy_atan2(double x, double y); +NPY_INPLACE double npy_pow(double x, double y); +NPY_INPLACE double npy_modf(double x, double* y); +NPY_INPLACE double npy_frexp(double x, int* y); +NPY_INPLACE double npy_ldexp(double n, int y); + +NPY_INPLACE double npy_copysign(double x, double y); +double npy_nextafter(double x, double y); +double npy_spacing(double x); + +/* + * IEEE 754 fpu handling. Those are guaranteed to be macros + */ + +/* use builtins to avoid function calls in tight loops + * only available if npy_config.h is available (= numpys own build) */ +#ifdef HAVE___BUILTIN_ISNAN + #define npy_isnan(x) __builtin_isnan(x) +#else + #ifndef NPY_HAVE_DECL_ISNAN + #define npy_isnan(x) ((x) != (x)) + #else + #if defined(_MSC_VER) && (_MSC_VER < 1900) + #define npy_isnan(x) _isnan((x)) + #else + #define npy_isnan(x) isnan(x) + #endif + #endif +#endif + + +/* only available if npy_config.h is available (= numpys own build) */ +#ifdef HAVE___BUILTIN_ISFINITE + #define npy_isfinite(x) __builtin_isfinite(x) +#else + #ifndef NPY_HAVE_DECL_ISFINITE + #ifdef _MSC_VER + #define npy_isfinite(x) _finite((x)) + #else + #define npy_isfinite(x) !npy_isnan((x) + (-x)) + #endif + #else + #define npy_isfinite(x) isfinite((x)) + #endif +#endif + +/* only available if npy_config.h is available (= numpys own build) */ +#ifdef HAVE___BUILTIN_ISINF + #define npy_isinf(x) __builtin_isinf(x) +#else + #ifndef NPY_HAVE_DECL_ISINF + #define npy_isinf(x) (!npy_isfinite(x) && !npy_isnan(x)) + #else + #if defined(_MSC_VER) && (_MSC_VER < 1900) + #define npy_isinf(x) (!_finite((x)) && !_isnan((x))) + #else + #define npy_isinf(x) isinf((x)) + #endif + #endif +#endif + +#ifndef NPY_HAVE_DECL_SIGNBIT + int _npy_signbit_f(float x); + int _npy_signbit_d(double x); + int _npy_signbit_ld(long double x); + #define npy_signbit(x) \ + (sizeof (x) == sizeof (long double) ? _npy_signbit_ld (x) \ + : sizeof (x) == sizeof (double) ? _npy_signbit_d (x) \ + : _npy_signbit_f (x)) +#else + #define npy_signbit(x) signbit((x)) +#endif + +/* + * float C99 math functions + */ +NPY_INPLACE float npy_sinf(float x); +NPY_INPLACE float npy_cosf(float x); +NPY_INPLACE float npy_tanf(float x); +NPY_INPLACE float npy_sinhf(float x); +NPY_INPLACE float npy_coshf(float x); +NPY_INPLACE float npy_tanhf(float x); +NPY_INPLACE float npy_fabsf(float x); +NPY_INPLACE float npy_floorf(float x); +NPY_INPLACE float npy_ceilf(float x); +NPY_INPLACE float npy_rintf(float x); +NPY_INPLACE float npy_truncf(float x); +NPY_INPLACE float npy_sqrtf(float x); +NPY_INPLACE float npy_cbrtf(float x); +NPY_INPLACE float npy_log10f(float x); +NPY_INPLACE float npy_logf(float x); +NPY_INPLACE float npy_expf(float x); +NPY_INPLACE float npy_expm1f(float x); +NPY_INPLACE float npy_asinf(float x); +NPY_INPLACE float npy_acosf(float x); +NPY_INPLACE float npy_atanf(float x); +NPY_INPLACE float npy_asinhf(float x); +NPY_INPLACE float npy_acoshf(float x); +NPY_INPLACE float npy_atanhf(float x); +NPY_INPLACE float npy_log1pf(float x); +NPY_INPLACE float npy_exp2f(float x); +NPY_INPLACE float npy_log2f(float x); + +NPY_INPLACE float npy_atan2f(float x, float y); +NPY_INPLACE float npy_hypotf(float x, float y); +NPY_INPLACE float npy_powf(float x, float y); +NPY_INPLACE float npy_fmodf(float x, float y); + +NPY_INPLACE float npy_modff(float x, float* y); +NPY_INPLACE float npy_frexpf(float x, int* y); +NPY_INPLACE float npy_ldexpf(float x, int y); + +NPY_INPLACE float npy_copysignf(float x, float y); +float npy_nextafterf(float x, float y); +float npy_spacingf(float x); + +/* + * long double C99 math functions + */ +NPY_INPLACE npy_longdouble npy_sinl(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_cosl(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_tanl(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_sinhl(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_coshl(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_tanhl(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_fabsl(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_floorl(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_ceill(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_rintl(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_truncl(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_sqrtl(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_cbrtl(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_log10l(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_logl(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_expl(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_expm1l(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_asinl(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_acosl(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_atanl(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_asinhl(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_acoshl(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_atanhl(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_log1pl(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_exp2l(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_log2l(npy_longdouble x); + +NPY_INPLACE npy_longdouble npy_atan2l(npy_longdouble x, npy_longdouble y); +NPY_INPLACE npy_longdouble npy_hypotl(npy_longdouble x, npy_longdouble y); +NPY_INPLACE npy_longdouble npy_powl(npy_longdouble x, npy_longdouble y); +NPY_INPLACE npy_longdouble npy_fmodl(npy_longdouble x, npy_longdouble y); + +NPY_INPLACE npy_longdouble npy_modfl(npy_longdouble x, npy_longdouble* y); +NPY_INPLACE npy_longdouble npy_frexpl(npy_longdouble x, int* y); +NPY_INPLACE npy_longdouble npy_ldexpl(npy_longdouble x, int y); + +NPY_INPLACE npy_longdouble npy_copysignl(npy_longdouble x, npy_longdouble y); +npy_longdouble npy_nextafterl(npy_longdouble x, npy_longdouble y); +npy_longdouble npy_spacingl(npy_longdouble x); + +/* + * Non standard functions + */ +NPY_INPLACE double npy_deg2rad(double x); +NPY_INPLACE double npy_rad2deg(double x); +NPY_INPLACE double npy_logaddexp(double x, double y); +NPY_INPLACE double npy_logaddexp2(double x, double y); +NPY_INPLACE double npy_divmod(double x, double y, double *modulus); +NPY_INPLACE double npy_heaviside(double x, double h0); + +NPY_INPLACE float npy_deg2radf(float x); +NPY_INPLACE float npy_rad2degf(float x); +NPY_INPLACE float npy_logaddexpf(float x, float y); +NPY_INPLACE float npy_logaddexp2f(float x, float y); +NPY_INPLACE float npy_divmodf(float x, float y, float *modulus); +NPY_INPLACE float npy_heavisidef(float x, float h0); + +NPY_INPLACE npy_longdouble npy_deg2radl(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_rad2degl(npy_longdouble x); +NPY_INPLACE npy_longdouble npy_logaddexpl(npy_longdouble x, npy_longdouble y); +NPY_INPLACE npy_longdouble npy_logaddexp2l(npy_longdouble x, npy_longdouble y); +NPY_INPLACE npy_longdouble npy_divmodl(npy_longdouble x, npy_longdouble y, + npy_longdouble *modulus); +NPY_INPLACE npy_longdouble npy_heavisidel(npy_longdouble x, npy_longdouble h0); + +#define npy_degrees npy_rad2deg +#define npy_degreesf npy_rad2degf +#define npy_degreesl npy_rad2degl + +#define npy_radians npy_deg2rad +#define npy_radiansf npy_deg2radf +#define npy_radiansl npy_deg2radl + +/* + * Complex declarations + */ + +/* + * C99 specifies that complex numbers have the same representation as + * an array of two elements, where the first element is the real part + * and the second element is the imaginary part. + */ +#define __NPY_CPACK_IMP(x, y, type, ctype) \ + union { \ + ctype z; \ + type a[2]; \ + } z1;; \ + \ + z1.a[0] = (x); \ + z1.a[1] = (y); \ + \ + return z1.z; + +static NPY_INLINE npy_cdouble npy_cpack(double x, double y) +{ + __NPY_CPACK_IMP(x, y, double, npy_cdouble); +} + +static NPY_INLINE npy_cfloat npy_cpackf(float x, float y) +{ + __NPY_CPACK_IMP(x, y, float, npy_cfloat); +} + +static NPY_INLINE npy_clongdouble npy_cpackl(npy_longdouble x, npy_longdouble y) +{ + __NPY_CPACK_IMP(x, y, npy_longdouble, npy_clongdouble); +} +#undef __NPY_CPACK_IMP + +/* + * Same remark as above, but in the other direction: extract first/second + * member of complex number, assuming a C99-compatible representation + * + * Those are defineds as static inline, and such as a reasonable compiler would + * most likely compile this to one or two instructions (on CISC at least) + */ +#define __NPY_CEXTRACT_IMP(z, index, type, ctype) \ + union { \ + ctype z; \ + type a[2]; \ + } __z_repr; \ + __z_repr.z = z; \ + \ + return __z_repr.a[index]; + +static NPY_INLINE double npy_creal(npy_cdouble z) +{ + __NPY_CEXTRACT_IMP(z, 0, double, npy_cdouble); +} + +static NPY_INLINE double npy_cimag(npy_cdouble z) +{ + __NPY_CEXTRACT_IMP(z, 1, double, npy_cdouble); +} + +static NPY_INLINE float npy_crealf(npy_cfloat z) +{ + __NPY_CEXTRACT_IMP(z, 0, float, npy_cfloat); +} + +static NPY_INLINE float npy_cimagf(npy_cfloat z) +{ + __NPY_CEXTRACT_IMP(z, 1, float, npy_cfloat); +} + +static NPY_INLINE npy_longdouble npy_creall(npy_clongdouble z) +{ + __NPY_CEXTRACT_IMP(z, 0, npy_longdouble, npy_clongdouble); +} + +static NPY_INLINE npy_longdouble npy_cimagl(npy_clongdouble z) +{ + __NPY_CEXTRACT_IMP(z, 1, npy_longdouble, npy_clongdouble); +} +#undef __NPY_CEXTRACT_IMP + +/* + * Double precision complex functions + */ +double npy_cabs(npy_cdouble z); +double npy_carg(npy_cdouble z); + +npy_cdouble npy_cexp(npy_cdouble z); +npy_cdouble npy_clog(npy_cdouble z); +npy_cdouble npy_cpow(npy_cdouble x, npy_cdouble y); + +npy_cdouble npy_csqrt(npy_cdouble z); + +npy_cdouble npy_ccos(npy_cdouble z); +npy_cdouble npy_csin(npy_cdouble z); +npy_cdouble npy_ctan(npy_cdouble z); + +npy_cdouble npy_ccosh(npy_cdouble z); +npy_cdouble npy_csinh(npy_cdouble z); +npy_cdouble npy_ctanh(npy_cdouble z); + +npy_cdouble npy_cacos(npy_cdouble z); +npy_cdouble npy_casin(npy_cdouble z); +npy_cdouble npy_catan(npy_cdouble z); + +npy_cdouble npy_cacosh(npy_cdouble z); +npy_cdouble npy_casinh(npy_cdouble z); +npy_cdouble npy_catanh(npy_cdouble z); + +/* + * Single precision complex functions + */ +float npy_cabsf(npy_cfloat z); +float npy_cargf(npy_cfloat z); + +npy_cfloat npy_cexpf(npy_cfloat z); +npy_cfloat npy_clogf(npy_cfloat z); +npy_cfloat npy_cpowf(npy_cfloat x, npy_cfloat y); + +npy_cfloat npy_csqrtf(npy_cfloat z); + +npy_cfloat npy_ccosf(npy_cfloat z); +npy_cfloat npy_csinf(npy_cfloat z); +npy_cfloat npy_ctanf(npy_cfloat z); + +npy_cfloat npy_ccoshf(npy_cfloat z); +npy_cfloat npy_csinhf(npy_cfloat z); +npy_cfloat npy_ctanhf(npy_cfloat z); + +npy_cfloat npy_cacosf(npy_cfloat z); +npy_cfloat npy_casinf(npy_cfloat z); +npy_cfloat npy_catanf(npy_cfloat z); + +npy_cfloat npy_cacoshf(npy_cfloat z); +npy_cfloat npy_casinhf(npy_cfloat z); +npy_cfloat npy_catanhf(npy_cfloat z); + + +/* + * Extended precision complex functions + */ +npy_longdouble npy_cabsl(npy_clongdouble z); +npy_longdouble npy_cargl(npy_clongdouble z); + +npy_clongdouble npy_cexpl(npy_clongdouble z); +npy_clongdouble npy_clogl(npy_clongdouble z); +npy_clongdouble npy_cpowl(npy_clongdouble x, npy_clongdouble y); + +npy_clongdouble npy_csqrtl(npy_clongdouble z); + +npy_clongdouble npy_ccosl(npy_clongdouble z); +npy_clongdouble npy_csinl(npy_clongdouble z); +npy_clongdouble npy_ctanl(npy_clongdouble z); + +npy_clongdouble npy_ccoshl(npy_clongdouble z); +npy_clongdouble npy_csinhl(npy_clongdouble z); +npy_clongdouble npy_ctanhl(npy_clongdouble z); + +npy_clongdouble npy_cacosl(npy_clongdouble z); +npy_clongdouble npy_casinl(npy_clongdouble z); +npy_clongdouble npy_catanl(npy_clongdouble z); + +npy_clongdouble npy_cacoshl(npy_clongdouble z); +npy_clongdouble npy_casinhl(npy_clongdouble z); +npy_clongdouble npy_catanhl(npy_clongdouble z); + + +/* + * Functions that set the floating point error + * status word. + */ + +/* + * platform-dependent code translates floating point + * status to an integer sum of these values + */ +#define NPY_FPE_DIVIDEBYZERO 1 +#define NPY_FPE_OVERFLOW 2 +#define NPY_FPE_UNDERFLOW 4 +#define NPY_FPE_INVALID 8 + +int npy_clear_floatstatus_barrier(char*); +int npy_get_floatstatus_barrier(char*); +/* + * use caution with these - clang and gcc8.1 are known to reorder calls + * to this form of the function which can defeat the check. The _barrier + * form of the call is preferable, where the argument is + * (char*)&local_variable + */ +int npy_clear_floatstatus(void); +int npy_get_floatstatus(void); + +void npy_set_floatstatus_divbyzero(void); +void npy_set_floatstatus_overflow(void); +void npy_set_floatstatus_underflow(void); +void npy_set_floatstatus_invalid(void); + +#ifdef __cplusplus +} +#endif + +#if NPY_INLINE_MATH +#include "npy_math_internal.h" +#endif + +#endif diff --git a/EXE version/main/numpy/core/include/numpy/npy_no_deprecated_api.h b/EXE version/main/numpy/core/include/numpy/npy_no_deprecated_api.h new file mode 100644 index 00000000..6183dc27 --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/npy_no_deprecated_api.h @@ -0,0 +1,19 @@ +/* + * This include file is provided for inclusion in Cython *.pyd files where + * one would like to define the NPY_NO_DEPRECATED_API macro. It can be + * included by + * + * cdef extern from "npy_no_deprecated_api.h": pass + * + */ +#ifndef NPY_NO_DEPRECATED_API + +/* put this check here since there may be multiple includes in C extensions. */ +#if defined(NDARRAYTYPES_H) || defined(_NPY_DEPRECATED_API_H) || \ + defined(OLD_DEFINES_H) +#error "npy_no_deprecated_api.h" must be first among numpy includes. +#else +#define NPY_NO_DEPRECATED_API NPY_API_VERSION +#endif + +#endif diff --git a/EXE version/main/numpy/core/include/numpy/npy_os.h b/EXE version/main/numpy/core/include/numpy/npy_os.h new file mode 100644 index 00000000..9228c391 --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/npy_os.h @@ -0,0 +1,30 @@ +#ifndef _NPY_OS_H_ +#define _NPY_OS_H_ + +#if defined(linux) || defined(__linux) || defined(__linux__) + #define NPY_OS_LINUX +#elif defined(__FreeBSD__) || defined(__NetBSD__) || \ + defined(__OpenBSD__) || defined(__DragonFly__) + #define NPY_OS_BSD + #ifdef __FreeBSD__ + #define NPY_OS_FREEBSD + #elif defined(__NetBSD__) + #define NPY_OS_NETBSD + #elif defined(__OpenBSD__) + #define NPY_OS_OPENBSD + #elif defined(__DragonFly__) + #define NPY_OS_DRAGONFLY + #endif +#elif defined(sun) || defined(__sun) + #define NPY_OS_SOLARIS +#elif defined(__CYGWIN__) + #define NPY_OS_CYGWIN +#elif defined(_WIN32) || defined(__WIN32__) || defined(WIN32) + #define NPY_OS_WIN32 +#elif defined(__APPLE__) + #define NPY_OS_DARWIN +#else + #define NPY_OS_UNKNOWN +#endif + +#endif diff --git a/EXE version/main/numpy/core/include/numpy/numpyconfig.h b/EXE version/main/numpy/core/include/numpy/numpyconfig.h new file mode 100644 index 00000000..a1b1de0e --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/numpyconfig.h @@ -0,0 +1,47 @@ +#ifndef _NPY_NUMPYCONFIG_H_ +#define _NPY_NUMPYCONFIG_H_ + +#include "_numpyconfig.h" + +/* + * On Mac OS X, because there is only one configuration stage for all the archs + * in universal builds, any macro which depends on the arch needs to be + * hardcoded + */ +#ifdef __APPLE__ + #undef NPY_SIZEOF_LONG + #undef NPY_SIZEOF_PY_INTPTR_T + + #ifdef __LP64__ + #define NPY_SIZEOF_LONG 8 + #define NPY_SIZEOF_PY_INTPTR_T 8 + #else + #define NPY_SIZEOF_LONG 4 + #define NPY_SIZEOF_PY_INTPTR_T 4 + #endif +#endif + +/** + * To help with the NPY_NO_DEPRECATED_API macro, we include API version + * numbers for specific versions of NumPy. To exclude all API that was + * deprecated as of 1.7, add the following before #including any NumPy + * headers: + * #define NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION + */ +#define NPY_1_7_API_VERSION 0x00000007 +#define NPY_1_8_API_VERSION 0x00000008 +#define NPY_1_9_API_VERSION 0x00000008 +#define NPY_1_10_API_VERSION 0x00000008 +#define NPY_1_11_API_VERSION 0x00000008 +#define NPY_1_12_API_VERSION 0x00000008 +#define NPY_1_13_API_VERSION 0x00000008 +#define NPY_1_14_API_VERSION 0x00000008 +#define NPY_1_15_API_VERSION 0x00000008 +#define NPY_1_16_API_VERSION 0x00000008 +#define NPY_1_17_API_VERSION 0x00000008 +#define NPY_1_18_API_VERSION 0x00000008 +#define NPY_1_19_API_VERSION 0x00000008 +#define NPY_1_20_API_VERSION 0x0000000e +#define NPY_1_21_API_VERSION 0x0000000e + +#endif diff --git a/EXE version/main/numpy/core/include/numpy/old_defines.h b/EXE version/main/numpy/core/include/numpy/old_defines.h new file mode 100644 index 00000000..abf81595 --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/old_defines.h @@ -0,0 +1,187 @@ +/* This header is deprecated as of NumPy 1.7 */ +#ifndef OLD_DEFINES_H +#define OLD_DEFINES_H + +#if defined(NPY_NO_DEPRECATED_API) && NPY_NO_DEPRECATED_API >= NPY_1_7_API_VERSION +#error The header "old_defines.h" is deprecated as of NumPy 1.7. +#endif + +#define NDARRAY_VERSION NPY_VERSION + +#define PyArray_MIN_BUFSIZE NPY_MIN_BUFSIZE +#define PyArray_MAX_BUFSIZE NPY_MAX_BUFSIZE +#define PyArray_BUFSIZE NPY_BUFSIZE + +#define PyArray_PRIORITY NPY_PRIORITY +#define PyArray_SUBTYPE_PRIORITY NPY_PRIORITY +#define PyArray_NUM_FLOATTYPE NPY_NUM_FLOATTYPE + +#define NPY_MAX PyArray_MAX +#define NPY_MIN PyArray_MIN + +#define PyArray_TYPES NPY_TYPES +#define PyArray_BOOL NPY_BOOL +#define PyArray_BYTE NPY_BYTE +#define PyArray_UBYTE NPY_UBYTE +#define PyArray_SHORT NPY_SHORT +#define PyArray_USHORT NPY_USHORT +#define PyArray_INT NPY_INT +#define PyArray_UINT NPY_UINT +#define PyArray_LONG NPY_LONG +#define PyArray_ULONG NPY_ULONG +#define PyArray_LONGLONG NPY_LONGLONG +#define PyArray_ULONGLONG NPY_ULONGLONG +#define PyArray_HALF NPY_HALF +#define PyArray_FLOAT NPY_FLOAT +#define PyArray_DOUBLE NPY_DOUBLE +#define PyArray_LONGDOUBLE NPY_LONGDOUBLE +#define PyArray_CFLOAT NPY_CFLOAT +#define PyArray_CDOUBLE NPY_CDOUBLE +#define PyArray_CLONGDOUBLE NPY_CLONGDOUBLE +#define PyArray_OBJECT NPY_OBJECT +#define PyArray_STRING NPY_STRING +#define PyArray_UNICODE NPY_UNICODE +#define PyArray_VOID NPY_VOID +#define PyArray_DATETIME NPY_DATETIME +#define PyArray_TIMEDELTA NPY_TIMEDELTA +#define PyArray_NTYPES NPY_NTYPES +#define PyArray_NOTYPE NPY_NOTYPE +#define PyArray_CHAR NPY_CHAR +#define PyArray_USERDEF NPY_USERDEF +#define PyArray_NUMUSERTYPES NPY_NUMUSERTYPES + +#define PyArray_INTP NPY_INTP +#define PyArray_UINTP NPY_UINTP + +#define PyArray_INT8 NPY_INT8 +#define PyArray_UINT8 NPY_UINT8 +#define PyArray_INT16 NPY_INT16 +#define PyArray_UINT16 NPY_UINT16 +#define PyArray_INT32 NPY_INT32 +#define PyArray_UINT32 NPY_UINT32 + +#ifdef NPY_INT64 +#define PyArray_INT64 NPY_INT64 +#define PyArray_UINT64 NPY_UINT64 +#endif + +#ifdef NPY_INT128 +#define PyArray_INT128 NPY_INT128 +#define PyArray_UINT128 NPY_UINT128 +#endif + +#ifdef NPY_FLOAT16 +#define PyArray_FLOAT16 NPY_FLOAT16 +#define PyArray_COMPLEX32 NPY_COMPLEX32 +#endif + +#ifdef NPY_FLOAT80 +#define PyArray_FLOAT80 NPY_FLOAT80 +#define PyArray_COMPLEX160 NPY_COMPLEX160 +#endif + +#ifdef NPY_FLOAT96 +#define PyArray_FLOAT96 NPY_FLOAT96 +#define PyArray_COMPLEX192 NPY_COMPLEX192 +#endif + +#ifdef NPY_FLOAT128 +#define PyArray_FLOAT128 NPY_FLOAT128 +#define PyArray_COMPLEX256 NPY_COMPLEX256 +#endif + +#define PyArray_FLOAT32 NPY_FLOAT32 +#define PyArray_COMPLEX64 NPY_COMPLEX64 +#define PyArray_FLOAT64 NPY_FLOAT64 +#define PyArray_COMPLEX128 NPY_COMPLEX128 + + +#define PyArray_TYPECHAR NPY_TYPECHAR +#define PyArray_BOOLLTR NPY_BOOLLTR +#define PyArray_BYTELTR NPY_BYTELTR +#define PyArray_UBYTELTR NPY_UBYTELTR +#define PyArray_SHORTLTR NPY_SHORTLTR +#define PyArray_USHORTLTR NPY_USHORTLTR +#define PyArray_INTLTR NPY_INTLTR +#define PyArray_UINTLTR NPY_UINTLTR +#define PyArray_LONGLTR NPY_LONGLTR +#define PyArray_ULONGLTR NPY_ULONGLTR +#define PyArray_LONGLONGLTR NPY_LONGLONGLTR +#define PyArray_ULONGLONGLTR NPY_ULONGLONGLTR +#define PyArray_HALFLTR NPY_HALFLTR +#define PyArray_FLOATLTR NPY_FLOATLTR +#define PyArray_DOUBLELTR NPY_DOUBLELTR +#define PyArray_LONGDOUBLELTR NPY_LONGDOUBLELTR +#define PyArray_CFLOATLTR NPY_CFLOATLTR +#define PyArray_CDOUBLELTR NPY_CDOUBLELTR +#define PyArray_CLONGDOUBLELTR NPY_CLONGDOUBLELTR +#define PyArray_OBJECTLTR NPY_OBJECTLTR +#define PyArray_STRINGLTR NPY_STRINGLTR +#define PyArray_STRINGLTR2 NPY_STRINGLTR2 +#define PyArray_UNICODELTR NPY_UNICODELTR +#define PyArray_VOIDLTR NPY_VOIDLTR +#define PyArray_DATETIMELTR NPY_DATETIMELTR +#define PyArray_TIMEDELTALTR NPY_TIMEDELTALTR +#define PyArray_CHARLTR NPY_CHARLTR +#define PyArray_INTPLTR NPY_INTPLTR +#define PyArray_UINTPLTR NPY_UINTPLTR +#define PyArray_GENBOOLLTR NPY_GENBOOLLTR +#define PyArray_SIGNEDLTR NPY_SIGNEDLTR +#define PyArray_UNSIGNEDLTR NPY_UNSIGNEDLTR +#define PyArray_FLOATINGLTR NPY_FLOATINGLTR +#define PyArray_COMPLEXLTR NPY_COMPLEXLTR + +#define PyArray_QUICKSORT NPY_QUICKSORT +#define PyArray_HEAPSORT NPY_HEAPSORT +#define PyArray_MERGESORT NPY_MERGESORT +#define PyArray_SORTKIND NPY_SORTKIND +#define PyArray_NSORTS NPY_NSORTS + +#define PyArray_NOSCALAR NPY_NOSCALAR +#define PyArray_BOOL_SCALAR NPY_BOOL_SCALAR +#define PyArray_INTPOS_SCALAR NPY_INTPOS_SCALAR +#define PyArray_INTNEG_SCALAR NPY_INTNEG_SCALAR +#define PyArray_FLOAT_SCALAR NPY_FLOAT_SCALAR +#define PyArray_COMPLEX_SCALAR NPY_COMPLEX_SCALAR +#define PyArray_OBJECT_SCALAR NPY_OBJECT_SCALAR +#define PyArray_SCALARKIND NPY_SCALARKIND +#define PyArray_NSCALARKINDS NPY_NSCALARKINDS + +#define PyArray_ANYORDER NPY_ANYORDER +#define PyArray_CORDER NPY_CORDER +#define PyArray_FORTRANORDER NPY_FORTRANORDER +#define PyArray_ORDER NPY_ORDER + +#define PyDescr_ISBOOL PyDataType_ISBOOL +#define PyDescr_ISUNSIGNED PyDataType_ISUNSIGNED +#define PyDescr_ISSIGNED PyDataType_ISSIGNED +#define PyDescr_ISINTEGER PyDataType_ISINTEGER +#define PyDescr_ISFLOAT PyDataType_ISFLOAT +#define PyDescr_ISNUMBER PyDataType_ISNUMBER +#define PyDescr_ISSTRING PyDataType_ISSTRING +#define PyDescr_ISCOMPLEX PyDataType_ISCOMPLEX +#define PyDescr_ISPYTHON PyDataType_ISPYTHON +#define PyDescr_ISFLEXIBLE PyDataType_ISFLEXIBLE +#define PyDescr_ISUSERDEF PyDataType_ISUSERDEF +#define PyDescr_ISEXTENDED PyDataType_ISEXTENDED +#define PyDescr_ISOBJECT PyDataType_ISOBJECT +#define PyDescr_HASFIELDS PyDataType_HASFIELDS + +#define PyArray_LITTLE NPY_LITTLE +#define PyArray_BIG NPY_BIG +#define PyArray_NATIVE NPY_NATIVE +#define PyArray_SWAP NPY_SWAP +#define PyArray_IGNORE NPY_IGNORE + +#define PyArray_NATBYTE NPY_NATBYTE +#define PyArray_OPPBYTE NPY_OPPBYTE + +#define PyArray_MAX_ELSIZE NPY_MAX_ELSIZE + +#define PyArray_USE_PYMEM NPY_USE_PYMEM + +#define PyArray_RemoveLargest PyArray_RemoveSmallest + +#define PyArray_UCS4 npy_ucs4 + +#endif diff --git a/EXE version/main/numpy/core/include/numpy/oldnumeric.h b/EXE version/main/numpy/core/include/numpy/oldnumeric.h new file mode 100644 index 00000000..38530faf --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/oldnumeric.h @@ -0,0 +1,25 @@ +#include "arrayobject.h" + +#ifndef PYPY_VERSION +#ifndef REFCOUNT +# define REFCOUNT NPY_REFCOUNT +# define MAX_ELSIZE 16 +#endif +#endif + +#define PyArray_UNSIGNED_TYPES +#define PyArray_SBYTE NPY_BYTE +#define PyArray_CopyArray PyArray_CopyInto +#define _PyArray_multiply_list PyArray_MultiplyIntList +#define PyArray_ISSPACESAVER(m) NPY_FALSE +#define PyScalarArray_Check PyArray_CheckScalar + +#define CONTIGUOUS NPY_CONTIGUOUS +#define OWN_DIMENSIONS 0 +#define OWN_STRIDES 0 +#define OWN_DATA NPY_OWNDATA +#define SAVESPACE 0 +#define SAVESPACEBIT 0 + +#undef import_array +#define import_array() { if (_import_array() < 0) {PyErr_Print(); PyErr_SetString(PyExc_ImportError, "numpy.core.multiarray failed to import"); } } diff --git a/EXE version/main/numpy/core/include/numpy/random/bitgen.h b/EXE version/main/numpy/core/include/numpy/random/bitgen.h new file mode 100644 index 00000000..83c2858d --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/random/bitgen.h @@ -0,0 +1,20 @@ +#ifndef _RANDOM_BITGEN_H +#define _RANDOM_BITGEN_H + +#pragma once +#include +#include +#include + +/* Must match the declaration in numpy/random/.pxd */ + +typedef struct bitgen { + void *state; + uint64_t (*next_uint64)(void *st); + uint32_t (*next_uint32)(void *st); + double (*next_double)(void *st); + uint64_t (*next_raw)(void *st); +} bitgen_t; + + +#endif diff --git a/EXE version/main/numpy/core/include/numpy/random/distributions.h b/EXE version/main/numpy/core/include/numpy/random/distributions.h new file mode 100644 index 00000000..c5802460 --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/random/distributions.h @@ -0,0 +1,209 @@ +#ifndef _RANDOMDGEN__DISTRIBUTIONS_H_ +#define _RANDOMDGEN__DISTRIBUTIONS_H_ + +#ifdef __cplusplus +extern "C" { +#endif + +#include "Python.h" +#include "numpy/npy_common.h" +#include +#include +#include + +#include "numpy/npy_math.h" +#include "numpy/random/bitgen.h" + +/* + * RAND_INT_TYPE is used to share integer generators with RandomState which + * used long in place of int64_t. If changing a distribution that uses + * RAND_INT_TYPE, then the original unmodified copy must be retained for + * use in RandomState by copying to the legacy distributions source file. + */ +#ifdef NP_RANDOM_LEGACY +#define RAND_INT_TYPE long +#define RAND_INT_MAX LONG_MAX +#else +#define RAND_INT_TYPE int64_t +#define RAND_INT_MAX INT64_MAX +#endif + +#ifdef _MSC_VER +#define DECLDIR __declspec(dllexport) +#else +#define DECLDIR extern +#endif + +#ifndef MIN +#define MIN(x, y) (((x) < (y)) ? x : y) +#define MAX(x, y) (((x) > (y)) ? x : y) +#endif + +#ifndef M_PI +#define M_PI 3.14159265358979323846264338328 +#endif + +typedef struct s_binomial_t { + int has_binomial; /* !=0: following parameters initialized for binomial */ + double psave; + RAND_INT_TYPE nsave; + double r; + double q; + double fm; + RAND_INT_TYPE m; + double p1; + double xm; + double xl; + double xr; + double c; + double laml; + double lamr; + double p2; + double p3; + double p4; +} binomial_t; + +DECLDIR float random_standard_uniform_f(bitgen_t *bitgen_state); +DECLDIR double random_standard_uniform(bitgen_t *bitgen_state); +DECLDIR void random_standard_uniform_fill(bitgen_t *, npy_intp, double *); +DECLDIR void random_standard_uniform_fill_f(bitgen_t *, npy_intp, float *); + +DECLDIR int64_t random_positive_int64(bitgen_t *bitgen_state); +DECLDIR int32_t random_positive_int32(bitgen_t *bitgen_state); +DECLDIR int64_t random_positive_int(bitgen_t *bitgen_state); +DECLDIR uint64_t random_uint(bitgen_t *bitgen_state); + +DECLDIR double random_standard_exponential(bitgen_t *bitgen_state); +DECLDIR float random_standard_exponential_f(bitgen_t *bitgen_state); +DECLDIR void random_standard_exponential_fill(bitgen_t *, npy_intp, double *); +DECLDIR void random_standard_exponential_fill_f(bitgen_t *, npy_intp, float *); +DECLDIR void random_standard_exponential_inv_fill(bitgen_t *, npy_intp, double *); +DECLDIR void random_standard_exponential_inv_fill_f(bitgen_t *, npy_intp, float *); + +DECLDIR double random_standard_normal(bitgen_t *bitgen_state); +DECLDIR float random_standard_normal_f(bitgen_t *bitgen_state); +DECLDIR void random_standard_normal_fill(bitgen_t *, npy_intp, double *); +DECLDIR void random_standard_normal_fill_f(bitgen_t *, npy_intp, float *); +DECLDIR double random_standard_gamma(bitgen_t *bitgen_state, double shape); +DECLDIR float random_standard_gamma_f(bitgen_t *bitgen_state, float shape); + +DECLDIR double random_normal(bitgen_t *bitgen_state, double loc, double scale); + +DECLDIR double random_gamma(bitgen_t *bitgen_state, double shape, double scale); +DECLDIR float random_gamma_f(bitgen_t *bitgen_state, float shape, float scale); + +DECLDIR double random_exponential(bitgen_t *bitgen_state, double scale); +DECLDIR double random_uniform(bitgen_t *bitgen_state, double lower, double range); +DECLDIR double random_beta(bitgen_t *bitgen_state, double a, double b); +DECLDIR double random_chisquare(bitgen_t *bitgen_state, double df); +DECLDIR double random_f(bitgen_t *bitgen_state, double dfnum, double dfden); +DECLDIR double random_standard_cauchy(bitgen_t *bitgen_state); +DECLDIR double random_pareto(bitgen_t *bitgen_state, double a); +DECLDIR double random_weibull(bitgen_t *bitgen_state, double a); +DECLDIR double random_power(bitgen_t *bitgen_state, double a); +DECLDIR double random_laplace(bitgen_t *bitgen_state, double loc, double scale); +DECLDIR double random_gumbel(bitgen_t *bitgen_state, double loc, double scale); +DECLDIR double random_logistic(bitgen_t *bitgen_state, double loc, double scale); +DECLDIR double random_lognormal(bitgen_t *bitgen_state, double mean, double sigma); +DECLDIR double random_rayleigh(bitgen_t *bitgen_state, double mode); +DECLDIR double random_standard_t(bitgen_t *bitgen_state, double df); +DECLDIR double random_noncentral_chisquare(bitgen_t *bitgen_state, double df, + double nonc); +DECLDIR double random_noncentral_f(bitgen_t *bitgen_state, double dfnum, + double dfden, double nonc); +DECLDIR double random_wald(bitgen_t *bitgen_state, double mean, double scale); +DECLDIR double random_vonmises(bitgen_t *bitgen_state, double mu, double kappa); +DECLDIR double random_triangular(bitgen_t *bitgen_state, double left, double mode, + double right); + +DECLDIR RAND_INT_TYPE random_poisson(bitgen_t *bitgen_state, double lam); +DECLDIR RAND_INT_TYPE random_negative_binomial(bitgen_t *bitgen_state, double n, + double p); + +DECLDIR int64_t random_binomial(bitgen_t *bitgen_state, double p, + int64_t n, binomial_t *binomial); + +DECLDIR int64_t random_logseries(bitgen_t *bitgen_state, double p); +DECLDIR int64_t random_geometric(bitgen_t *bitgen_state, double p); +DECLDIR RAND_INT_TYPE random_geometric_search(bitgen_t *bitgen_state, double p); +DECLDIR RAND_INT_TYPE random_zipf(bitgen_t *bitgen_state, double a); +DECLDIR int64_t random_hypergeometric(bitgen_t *bitgen_state, + int64_t good, int64_t bad, int64_t sample); +DECLDIR uint64_t random_interval(bitgen_t *bitgen_state, uint64_t max); + +/* Generate random uint64 numbers in closed interval [off, off + rng]. */ +DECLDIR uint64_t random_bounded_uint64(bitgen_t *bitgen_state, uint64_t off, + uint64_t rng, uint64_t mask, + bool use_masked); + +/* Generate random uint32 numbers in closed interval [off, off + rng]. */ +DECLDIR uint32_t random_buffered_bounded_uint32(bitgen_t *bitgen_state, + uint32_t off, uint32_t rng, + uint32_t mask, bool use_masked, + int *bcnt, uint32_t *buf); +DECLDIR uint16_t random_buffered_bounded_uint16(bitgen_t *bitgen_state, + uint16_t off, uint16_t rng, + uint16_t mask, bool use_masked, + int *bcnt, uint32_t *buf); +DECLDIR uint8_t random_buffered_bounded_uint8(bitgen_t *bitgen_state, uint8_t off, + uint8_t rng, uint8_t mask, + bool use_masked, int *bcnt, + uint32_t *buf); +DECLDIR npy_bool random_buffered_bounded_bool(bitgen_t *bitgen_state, npy_bool off, + npy_bool rng, npy_bool mask, + bool use_masked, int *bcnt, + uint32_t *buf); + +DECLDIR void random_bounded_uint64_fill(bitgen_t *bitgen_state, uint64_t off, + uint64_t rng, npy_intp cnt, + bool use_masked, uint64_t *out); +DECLDIR void random_bounded_uint32_fill(bitgen_t *bitgen_state, uint32_t off, + uint32_t rng, npy_intp cnt, + bool use_masked, uint32_t *out); +DECLDIR void random_bounded_uint16_fill(bitgen_t *bitgen_state, uint16_t off, + uint16_t rng, npy_intp cnt, + bool use_masked, uint16_t *out); +DECLDIR void random_bounded_uint8_fill(bitgen_t *bitgen_state, uint8_t off, + uint8_t rng, npy_intp cnt, + bool use_masked, uint8_t *out); +DECLDIR void random_bounded_bool_fill(bitgen_t *bitgen_state, npy_bool off, + npy_bool rng, npy_intp cnt, + bool use_masked, npy_bool *out); + +DECLDIR void random_multinomial(bitgen_t *bitgen_state, RAND_INT_TYPE n, RAND_INT_TYPE *mnix, + double *pix, npy_intp d, binomial_t *binomial); + +/* multivariate hypergeometric, "count" method */ +DECLDIR int random_multivariate_hypergeometric_count(bitgen_t *bitgen_state, + int64_t total, + size_t num_colors, int64_t *colors, + int64_t nsample, + size_t num_variates, int64_t *variates); + +/* multivariate hypergeometric, "marginals" method */ +DECLDIR void random_multivariate_hypergeometric_marginals(bitgen_t *bitgen_state, + int64_t total, + size_t num_colors, int64_t *colors, + int64_t nsample, + size_t num_variates, int64_t *variates); + +/* Common to legacy-distributions.c and distributions.c but not exported */ + +RAND_INT_TYPE random_binomial_btpe(bitgen_t *bitgen_state, + RAND_INT_TYPE n, + double p, + binomial_t *binomial); +RAND_INT_TYPE random_binomial_inversion(bitgen_t *bitgen_state, + RAND_INT_TYPE n, + double p, + binomial_t *binomial); +double random_loggam(double x); +static NPY_INLINE double next_double(bitgen_t *bitgen_state) { + return bitgen_state->next_double(bitgen_state->state); +} + +#ifdef __cplusplus +} +#endif + +#endif diff --git a/EXE version/main/numpy/core/include/numpy/ufunc_api.txt b/EXE version/main/numpy/core/include/numpy/ufunc_api.txt new file mode 100644 index 00000000..20a8a75f --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/ufunc_api.txt @@ -0,0 +1,335 @@ + +================= +NumPy Ufunc C-API +================= +:: + + PyObject * + PyUFunc_FromFuncAndData(PyUFuncGenericFunction *func, void + **data, char *types, int ntypes, int nin, int + nout, int identity, const char *name, const + char *doc, int unused) + + +:: + + int + PyUFunc_RegisterLoopForType(PyUFuncObject *ufunc, int + usertype, PyUFuncGenericFunction + function, const int *arg_types, void + *data) + + +:: + + int + PyUFunc_GenericFunction(PyUFuncObject *NPY_UNUSED(ufunc) , PyObject + *NPY_UNUSED(args) , PyObject *NPY_UNUSED(kwds) + , PyArrayObject **NPY_UNUSED(op) ) + + +:: + + void + PyUFunc_f_f_As_d_d(char **args, npy_intp const *dimensions, npy_intp + const *steps, void *func) + + +:: + + void + PyUFunc_d_d(char **args, npy_intp const *dimensions, npy_intp const + *steps, void *func) + + +:: + + void + PyUFunc_f_f(char **args, npy_intp const *dimensions, npy_intp const + *steps, void *func) + + +:: + + void + PyUFunc_g_g(char **args, npy_intp const *dimensions, npy_intp const + *steps, void *func) + + +:: + + void + PyUFunc_F_F_As_D_D(char **args, npy_intp const *dimensions, npy_intp + const *steps, void *func) + + +:: + + void + PyUFunc_F_F(char **args, npy_intp const *dimensions, npy_intp const + *steps, void *func) + + +:: + + void + PyUFunc_D_D(char **args, npy_intp const *dimensions, npy_intp const + *steps, void *func) + + +:: + + void + PyUFunc_G_G(char **args, npy_intp const *dimensions, npy_intp const + *steps, void *func) + + +:: + + void + PyUFunc_O_O(char **args, npy_intp const *dimensions, npy_intp const + *steps, void *func) + + +:: + + void + PyUFunc_ff_f_As_dd_d(char **args, npy_intp const *dimensions, npy_intp + const *steps, void *func) + + +:: + + void + PyUFunc_ff_f(char **args, npy_intp const *dimensions, npy_intp const + *steps, void *func) + + +:: + + void + PyUFunc_dd_d(char **args, npy_intp const *dimensions, npy_intp const + *steps, void *func) + + +:: + + void + PyUFunc_gg_g(char **args, npy_intp const *dimensions, npy_intp const + *steps, void *func) + + +:: + + void + PyUFunc_FF_F_As_DD_D(char **args, npy_intp const *dimensions, npy_intp + const *steps, void *func) + + +:: + + void + PyUFunc_DD_D(char **args, npy_intp const *dimensions, npy_intp const + *steps, void *func) + + +:: + + void + PyUFunc_FF_F(char **args, npy_intp const *dimensions, npy_intp const + *steps, void *func) + + +:: + + void + PyUFunc_GG_G(char **args, npy_intp const *dimensions, npy_intp const + *steps, void *func) + + +:: + + void + PyUFunc_OO_O(char **args, npy_intp const *dimensions, npy_intp const + *steps, void *func) + + +:: + + void + PyUFunc_O_O_method(char **args, npy_intp const *dimensions, npy_intp + const *steps, void *func) + + +:: + + void + PyUFunc_OO_O_method(char **args, npy_intp const *dimensions, npy_intp + const *steps, void *func) + + +:: + + void + PyUFunc_On_Om(char **args, npy_intp const *dimensions, npy_intp const + *steps, void *func) + + +:: + + int + PyUFunc_GetPyValues(char *name, int *bufsize, int *errmask, PyObject + **errobj) + + +On return, if errobj is populated with a non-NULL value, the caller +owns a new reference to errobj. + +:: + + int + PyUFunc_checkfperr(int errmask, PyObject *errobj, int *first) + + +:: + + void + PyUFunc_clearfperr() + + +:: + + int + PyUFunc_getfperr(void ) + + +:: + + int + PyUFunc_handlefperr(int errmask, PyObject *errobj, int retstatus, int + *first) + + +:: + + int + PyUFunc_ReplaceLoopBySignature(PyUFuncObject + *func, PyUFuncGenericFunction + newfunc, const int + *signature, PyUFuncGenericFunction + *oldfunc) + + +:: + + PyObject * + PyUFunc_FromFuncAndDataAndSignature(PyUFuncGenericFunction *func, void + **data, char *types, int + ntypes, int nin, int nout, int + identity, const char *name, const + char *doc, int unused, const char + *signature) + + +:: + + int + PyUFunc_SetUsesArraysAsData(void **NPY_UNUSED(data) , size_t + NPY_UNUSED(i) ) + + +:: + + void + PyUFunc_e_e(char **args, npy_intp const *dimensions, npy_intp const + *steps, void *func) + + +:: + + void + PyUFunc_e_e_As_f_f(char **args, npy_intp const *dimensions, npy_intp + const *steps, void *func) + + +:: + + void + PyUFunc_e_e_As_d_d(char **args, npy_intp const *dimensions, npy_intp + const *steps, void *func) + + +:: + + void + PyUFunc_ee_e(char **args, npy_intp const *dimensions, npy_intp const + *steps, void *func) + + +:: + + void + PyUFunc_ee_e_As_ff_f(char **args, npy_intp const *dimensions, npy_intp + const *steps, void *func) + + +:: + + void + PyUFunc_ee_e_As_dd_d(char **args, npy_intp const *dimensions, npy_intp + const *steps, void *func) + + +:: + + int + PyUFunc_DefaultTypeResolver(PyUFuncObject *ufunc, NPY_CASTING + casting, PyArrayObject + **operands, PyObject + *type_tup, PyArray_Descr **out_dtypes) + + +This function applies the default type resolution rules +for the provided ufunc. + +Returns 0 on success, -1 on error. + +:: + + int + PyUFunc_ValidateCasting(PyUFuncObject *ufunc, NPY_CASTING + casting, PyArrayObject + **operands, PyArray_Descr **dtypes) + + +Validates that the input operands can be cast to +the input types, and the output types can be cast to +the output operands where provided. + +Returns 0 on success, -1 (with exception raised) on validation failure. + +:: + + int + PyUFunc_RegisterLoopForDescr(PyUFuncObject *ufunc, PyArray_Descr + *user_dtype, PyUFuncGenericFunction + function, PyArray_Descr + **arg_dtypes, void *data) + + +:: + + PyObject * + PyUFunc_FromFuncAndDataAndSignatureAndIdentity(PyUFuncGenericFunction + *func, void + **data, char + *types, int ntypes, int + nin, int nout, int + identity, const char + *name, const char + *doc, const int + unused, const char + *signature, PyObject + *identity_value) + + diff --git a/EXE version/main/numpy/core/include/numpy/ufuncobject.h b/EXE version/main/numpy/core/include/numpy/ufuncobject.h new file mode 100644 index 00000000..333a326e --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/ufuncobject.h @@ -0,0 +1,373 @@ +#ifndef Py_UFUNCOBJECT_H +#define Py_UFUNCOBJECT_H + +#include +#include + +#ifdef __cplusplus +extern "C" { +#endif + +/* + * The legacy generic inner loop for a standard element-wise or + * generalized ufunc. + */ +typedef void (*PyUFuncGenericFunction) + (char **args, + npy_intp const *dimensions, + npy_intp const *strides, + void *innerloopdata); + +/* + * The most generic one-dimensional inner loop for + * a masked standard element-wise ufunc. "Masked" here means that it skips + * doing calculations on any items for which the maskptr array has a true + * value. + */ +typedef void (PyUFunc_MaskedStridedInnerLoopFunc)( + char **dataptrs, npy_intp *strides, + char *maskptr, npy_intp mask_stride, + npy_intp count, + NpyAuxData *innerloopdata); + +/* Forward declaration for the type resolver and loop selector typedefs */ +struct _tagPyUFuncObject; + +/* + * Given the operands for calling a ufunc, should determine the + * calculation input and output data types and return an inner loop function. + * This function should validate that the casting rule is being followed, + * and fail if it is not. + * + * For backwards compatibility, the regular type resolution function does not + * support auxiliary data with object semantics. The type resolution call + * which returns a masked generic function returns a standard NpyAuxData + * object, for which the NPY_AUXDATA_FREE and NPY_AUXDATA_CLONE macros + * work. + * + * ufunc: The ufunc object. + * casting: The 'casting' parameter provided to the ufunc. + * operands: An array of length (ufunc->nin + ufunc->nout), + * with the output parameters possibly NULL. + * type_tup: Either NULL, or the type_tup passed to the ufunc. + * out_dtypes: An array which should be populated with new + * references to (ufunc->nin + ufunc->nout) new + * dtypes, one for each input and output. These + * dtypes should all be in native-endian format. + * + * Should return 0 on success, -1 on failure (with exception set), + * or -2 if Py_NotImplemented should be returned. + */ +typedef int (PyUFunc_TypeResolutionFunc)( + struct _tagPyUFuncObject *ufunc, + NPY_CASTING casting, + PyArrayObject **operands, + PyObject *type_tup, + PyArray_Descr **out_dtypes); + +/* + * Given an array of DTypes as returned by the PyUFunc_TypeResolutionFunc, + * and an array of fixed strides (the array will contain NPY_MAX_INTP for + * strides which are not necessarily fixed), returns an inner loop + * with associated auxiliary data. + * + * For backwards compatibility, there is a variant of the inner loop + * selection which returns an inner loop irrespective of the strides, + * and with a void* static auxiliary data instead of an NpyAuxData * + * dynamically allocatable auxiliary data. + * + * ufunc: The ufunc object. + * dtypes: An array which has been populated with dtypes, + * in most cases by the type resolution function + * for the same ufunc. + * fixed_strides: For each input/output, either the stride that + * will be used every time the function is called + * or NPY_MAX_INTP if the stride might change or + * is not known ahead of time. The loop selection + * function may use this stride to pick inner loops + * which are optimized for contiguous or 0-stride + * cases. + * out_innerloop: Should be populated with the correct ufunc inner + * loop for the given type. + * out_innerloopdata: Should be populated with the void* data to + * be passed into the out_innerloop function. + * out_needs_api: If the inner loop needs to use the Python API, + * should set the to 1, otherwise should leave + * this untouched. + */ +typedef int (PyUFunc_LegacyInnerLoopSelectionFunc)( + struct _tagPyUFuncObject *ufunc, + PyArray_Descr **dtypes, + PyUFuncGenericFunction *out_innerloop, + void **out_innerloopdata, + int *out_needs_api); +typedef int (PyUFunc_MaskedInnerLoopSelectionFunc)( + struct _tagPyUFuncObject *ufunc, + PyArray_Descr **dtypes, + PyArray_Descr *mask_dtype, + npy_intp *fixed_strides, + npy_intp fixed_mask_stride, + PyUFunc_MaskedStridedInnerLoopFunc **out_innerloop, + NpyAuxData **out_innerloopdata, + int *out_needs_api); + +typedef struct _tagPyUFuncObject { + PyObject_HEAD + /* + * nin: Number of inputs + * nout: Number of outputs + * nargs: Always nin + nout (Why is it stored?) + */ + int nin, nout, nargs; + + /* + * Identity for reduction, any of PyUFunc_One, PyUFunc_Zero + * PyUFunc_MinusOne, PyUFunc_None, PyUFunc_ReorderableNone, + * PyUFunc_IdentityValue. + */ + int identity; + + /* Array of one-dimensional core loops */ + PyUFuncGenericFunction *functions; + /* Array of funcdata that gets passed into the functions */ + void **data; + /* The number of elements in 'functions' and 'data' */ + int ntypes; + + /* Used to be unused field 'check_return' */ + int reserved1; + + /* The name of the ufunc */ + const char *name; + + /* Array of type numbers, of size ('nargs' * 'ntypes') */ + char *types; + + /* Documentation string */ + const char *doc; + + void *ptr; + PyObject *obj; + PyObject *userloops; + + /* generalized ufunc parameters */ + + /* 0 for scalar ufunc; 1 for generalized ufunc */ + int core_enabled; + /* number of distinct dimension names in signature */ + int core_num_dim_ix; + + /* + * dimension indices of input/output argument k are stored in + * core_dim_ixs[core_offsets[k]..core_offsets[k]+core_num_dims[k]-1] + */ + + /* numbers of core dimensions of each argument */ + int *core_num_dims; + /* + * dimension indices in a flatted form; indices + * are in the range of [0,core_num_dim_ix) + */ + int *core_dim_ixs; + /* + * positions of 1st core dimensions of each + * argument in core_dim_ixs, equivalent to cumsum(core_num_dims) + */ + int *core_offsets; + /* signature string for printing purpose */ + char *core_signature; + + /* + * A function which resolves the types and fills an array + * with the dtypes for the inputs and outputs. + */ + PyUFunc_TypeResolutionFunc *type_resolver; + /* + * A function which returns an inner loop written for + * NumPy 1.6 and earlier ufuncs. This is for backwards + * compatibility, and may be NULL if inner_loop_selector + * is specified. + */ + PyUFunc_LegacyInnerLoopSelectionFunc *legacy_inner_loop_selector; + /* + * This was blocked off to be the "new" inner loop selector in 1.7, + * but this was never implemented. (This is also why the above + * selector is called the "legacy" selector.) + */ + #if PY_VERSION_HEX >= 0x03080000 + vectorcallfunc vectorcall; + #else + void *reserved2; + #endif + /* + * A function which returns a masked inner loop for the ufunc. + */ + PyUFunc_MaskedInnerLoopSelectionFunc *masked_inner_loop_selector; + + /* + * List of flags for each operand when ufunc is called by nditer object. + * These flags will be used in addition to the default flags for each + * operand set by nditer object. + */ + npy_uint32 *op_flags; + + /* + * List of global flags used when ufunc is called by nditer object. + * These flags will be used in addition to the default global flags + * set by nditer object. + */ + npy_uint32 iter_flags; + + /* New in NPY_API_VERSION 0x0000000D and above */ + + /* + * for each core_num_dim_ix distinct dimension names, + * the possible "frozen" size (-1 if not frozen). + */ + npy_intp *core_dim_sizes; + + /* + * for each distinct core dimension, a set of UFUNC_CORE_DIM* flags + */ + npy_uint32 *core_dim_flags; + + /* Identity for reduction, when identity == PyUFunc_IdentityValue */ + PyObject *identity_value; + +} PyUFuncObject; + +#include "arrayobject.h" +/* Generalized ufunc; 0x0001 reserved for possible use as CORE_ENABLED */ +/* the core dimension's size will be determined by the operands. */ +#define UFUNC_CORE_DIM_SIZE_INFERRED 0x0002 +/* the core dimension may be absent */ +#define UFUNC_CORE_DIM_CAN_IGNORE 0x0004 +/* flags inferred during execution */ +#define UFUNC_CORE_DIM_MISSING 0x00040000 + +#define UFUNC_ERR_IGNORE 0 +#define UFUNC_ERR_WARN 1 +#define UFUNC_ERR_RAISE 2 +#define UFUNC_ERR_CALL 3 +#define UFUNC_ERR_PRINT 4 +#define UFUNC_ERR_LOG 5 + + /* Python side integer mask */ + +#define UFUNC_MASK_DIVIDEBYZERO 0x07 +#define UFUNC_MASK_OVERFLOW 0x3f +#define UFUNC_MASK_UNDERFLOW 0x1ff +#define UFUNC_MASK_INVALID 0xfff + +#define UFUNC_SHIFT_DIVIDEBYZERO 0 +#define UFUNC_SHIFT_OVERFLOW 3 +#define UFUNC_SHIFT_UNDERFLOW 6 +#define UFUNC_SHIFT_INVALID 9 + + +#define UFUNC_OBJ_ISOBJECT 1 +#define UFUNC_OBJ_NEEDS_API 2 + + /* Default user error mode */ +#define UFUNC_ERR_DEFAULT \ + (UFUNC_ERR_WARN << UFUNC_SHIFT_DIVIDEBYZERO) + \ + (UFUNC_ERR_WARN << UFUNC_SHIFT_OVERFLOW) + \ + (UFUNC_ERR_WARN << UFUNC_SHIFT_INVALID) + +#if NPY_ALLOW_THREADS +#define NPY_LOOP_BEGIN_THREADS do {if (!(loop->obj & UFUNC_OBJ_NEEDS_API)) _save = PyEval_SaveThread();} while (0); +#define NPY_LOOP_END_THREADS do {if (!(loop->obj & UFUNC_OBJ_NEEDS_API)) PyEval_RestoreThread(_save);} while (0); +#else +#define NPY_LOOP_BEGIN_THREADS +#define NPY_LOOP_END_THREADS +#endif + +/* + * UFunc has unit of 0, and the order of operations can be reordered + * This case allows reduction with multiple axes at once. + */ +#define PyUFunc_Zero 0 +/* + * UFunc has unit of 1, and the order of operations can be reordered + * This case allows reduction with multiple axes at once. + */ +#define PyUFunc_One 1 +/* + * UFunc has unit of -1, and the order of operations can be reordered + * This case allows reduction with multiple axes at once. Intended for + * bitwise_and reduction. + */ +#define PyUFunc_MinusOne 2 +/* + * UFunc has no unit, and the order of operations cannot be reordered. + * This case does not allow reduction with multiple axes at once. + */ +#define PyUFunc_None -1 +/* + * UFunc has no unit, and the order of operations can be reordered + * This case allows reduction with multiple axes at once. + */ +#define PyUFunc_ReorderableNone -2 +/* + * UFunc unit is an identity_value, and the order of operations can be reordered + * This case allows reduction with multiple axes at once. + */ +#define PyUFunc_IdentityValue -3 + + +#define UFUNC_REDUCE 0 +#define UFUNC_ACCUMULATE 1 +#define UFUNC_REDUCEAT 2 +#define UFUNC_OUTER 3 + + +typedef struct { + int nin; + int nout; + PyObject *callable; +} PyUFunc_PyFuncData; + +/* A linked-list of function information for + user-defined 1-d loops. + */ +typedef struct _loop1d_info { + PyUFuncGenericFunction func; + void *data; + int *arg_types; + struct _loop1d_info *next; + int nargs; + PyArray_Descr **arg_dtypes; +} PyUFunc_Loop1d; + + +#include "__ufunc_api.h" + +#define UFUNC_PYVALS_NAME "UFUNC_PYVALS" + +/* + * THESE MACROS ARE DEPRECATED. + * Use npy_set_floatstatus_* in the npymath library. + */ +#define UFUNC_FPE_DIVIDEBYZERO NPY_FPE_DIVIDEBYZERO +#define UFUNC_FPE_OVERFLOW NPY_FPE_OVERFLOW +#define UFUNC_FPE_UNDERFLOW NPY_FPE_UNDERFLOW +#define UFUNC_FPE_INVALID NPY_FPE_INVALID + +#define generate_divbyzero_error() npy_set_floatstatus_divbyzero() +#define generate_overflow_error() npy_set_floatstatus_overflow() + + /* Make sure it gets defined if it isn't already */ +#ifndef UFUNC_NOFPE +/* Clear the floating point exception default of Borland C++ */ +#if defined(__BORLANDC__) +#define UFUNC_NOFPE _control87(MCW_EM, MCW_EM); +#else +#define UFUNC_NOFPE +#endif +#endif + + +#ifdef __cplusplus +} +#endif +#endif /* !Py_UFUNCOBJECT_H */ diff --git a/EXE version/main/numpy/core/include/numpy/utils.h b/EXE version/main/numpy/core/include/numpy/utils.h new file mode 100644 index 00000000..e251a520 --- /dev/null +++ b/EXE version/main/numpy/core/include/numpy/utils.h @@ -0,0 +1,37 @@ +#ifndef __NUMPY_UTILS_HEADER__ +#define __NUMPY_UTILS_HEADER__ + +#ifndef __COMP_NPY_UNUSED + #if defined(__GNUC__) + #define __COMP_NPY_UNUSED __attribute__ ((__unused__)) + #elif defined(__ICC) + #define __COMP_NPY_UNUSED __attribute__ ((__unused__)) + #elif defined(__clang__) + #define __COMP_NPY_UNUSED __attribute__ ((unused)) + #else + #define __COMP_NPY_UNUSED + #endif +#endif + +#if defined(__GNUC__) || defined(__ICC) || defined(__clang__) + #define NPY_DECL_ALIGNED(x) __attribute__ ((aligned (x))) +#elif defined(_MSC_VER) + #define NPY_DECL_ALIGNED(x) __declspec(align(x)) +#else + #define NPY_DECL_ALIGNED(x) +#endif + +/* Use this to tag a variable as not used. It will remove unused variable + * warning on support platforms (see __COM_NPY_UNUSED) and mangle the variable + * to avoid accidental use */ +#define NPY_UNUSED(x) (__NPY_UNUSED_TAGGED ## x) __COMP_NPY_UNUSED +#define NPY_EXPAND(x) x + +#define NPY_STRINGIFY(x) #x +#define NPY_TOSTRING(x) NPY_STRINGIFY(x) + +#define NPY_CAT__(a, b) a ## b +#define NPY_CAT_(a, b) NPY_CAT__(a, b) +#define NPY_CAT(a, b) NPY_CAT_(a, b) + +#endif diff --git a/EXE version/main/numpy/core/lib/npy-pkg-config/mlib.ini b/EXE version/main/numpy/core/lib/npy-pkg-config/mlib.ini new file mode 100644 index 00000000..1e70ccb6 --- /dev/null +++ b/EXE version/main/numpy/core/lib/npy-pkg-config/mlib.ini @@ -0,0 +1,12 @@ +[meta] +Name = mlib +Description = Math library used with this version of numpy +Version = 1.0 + +[default] +Libs= +Cflags= + +[msvc] +Libs= +Cflags= diff --git a/EXE version/main/numpy/core/lib/npy-pkg-config/npymath.ini b/EXE version/main/numpy/core/lib/npy-pkg-config/npymath.ini new file mode 100644 index 00000000..ec63fa89 --- /dev/null +++ b/EXE version/main/numpy/core/lib/npy-pkg-config/npymath.ini @@ -0,0 +1,20 @@ +[meta] +Name=npymath +Description=Portable, core math library implementing C99 standard +Version=0.1 + +[variables] +pkgname=numpy.core +prefix=${pkgdir} +libdir=${prefix}\lib +includedir=${prefix}\include + +[default] +Libs=-L${libdir} -lnpymath +Cflags=-I${includedir} +Requires=mlib + +[msvc] +Libs=/LIBPATH:${libdir} npymath.lib +Cflags=/INCLUDE:${includedir} +Requires=mlib diff --git a/EXE version/main/numpy/core/lib/npymath.lib b/EXE version/main/numpy/core/lib/npymath.lib new file mode 100644 index 00000000..6d926573 Binary files /dev/null and b/EXE version/main/numpy/core/lib/npymath.lib differ diff --git a/EXE version/main/numpy/core/numeric.pyi b/EXE version/main/numpy/core/numeric.pyi new file mode 100644 index 00000000..f5795143 --- /dev/null +++ b/EXE version/main/numpy/core/numeric.pyi @@ -0,0 +1,243 @@ +import sys +from typing import ( + Any, + Optional, + Union, + Sequence, + Tuple, + Callable, + List, + overload, + TypeVar, + Iterable, +) + +from numpy import ndarray, generic, dtype, bool_, signedinteger, _OrderKACF, _OrderCF +from numpy.typing import ArrayLike, DTypeLike, _ShapeLike + +if sys.version_info >= (3, 8): + from typing import Literal +else: + from typing_extensions import Literal + +_T = TypeVar("_T") +_ArrayType = TypeVar("_ArrayType", bound=ndarray) + +_CorrelateMode = Literal["valid", "same", "full"] + +@overload +def zeros_like( + a: _ArrayType, + dtype: None = ..., + order: _OrderKACF = ..., + subok: Literal[True] = ..., + shape: None = ..., +) -> _ArrayType: ... +@overload +def zeros_like( + a: ArrayLike, + dtype: DTypeLike = ..., + order: _OrderKACF = ..., + subok: bool = ..., + shape: Optional[_ShapeLike] = ..., +) -> ndarray: ... + +def ones( + shape: _ShapeLike, + dtype: DTypeLike = ..., + order: _OrderCF = ..., + *, + like: ArrayLike = ..., +) -> ndarray: ... + +@overload +def ones_like( + a: _ArrayType, + dtype: None = ..., + order: _OrderKACF = ..., + subok: Literal[True] = ..., + shape: None = ..., +) -> _ArrayType: ... +@overload +def ones_like( + a: ArrayLike, + dtype: DTypeLike = ..., + order: _OrderKACF = ..., + subok: bool = ..., + shape: Optional[_ShapeLike] = ..., +) -> ndarray: ... + +@overload +def empty_like( + a: _ArrayType, + dtype: None = ..., + order: _OrderKACF = ..., + subok: Literal[True] = ..., + shape: None = ..., +) -> _ArrayType: ... +@overload +def empty_like( + a: ArrayLike, + dtype: DTypeLike = ..., + order: _OrderKACF = ..., + subok: bool = ..., + shape: Optional[_ShapeLike] = ..., +) -> ndarray: ... + +def full( + shape: _ShapeLike, + fill_value: Any, + dtype: DTypeLike = ..., + order: _OrderCF = ..., + *, + like: ArrayLike = ..., +) -> ndarray: ... + +@overload +def full_like( + a: _ArrayType, + fill_value: Any, + dtype: None = ..., + order: _OrderKACF = ..., + subok: Literal[True] = ..., + shape: None = ..., +) -> _ArrayType: ... +@overload +def full_like( + a: ArrayLike, + fill_value: Any, + dtype: DTypeLike = ..., + order: _OrderKACF = ..., + subok: bool = ..., + shape: Optional[_ShapeLike] = ..., +) -> ndarray: ... + +@overload +def count_nonzero( + a: ArrayLike, + axis: None = ..., + *, + keepdims: Literal[False] = ..., +) -> int: ... +@overload +def count_nonzero( + a: ArrayLike, + axis: _ShapeLike = ..., + *, + keepdims: bool = ..., +) -> Any: ... # TODO: np.intp or ndarray[np.intp] + +def isfortran(a: Union[ndarray, generic]) -> bool: ... + +def argwhere(a: ArrayLike) -> ndarray: ... + +def flatnonzero(a: ArrayLike) -> ndarray: ... + +def correlate( + a: ArrayLike, + v: ArrayLike, + mode: _CorrelateMode = ..., +) -> ndarray: ... + +def convolve( + a: ArrayLike, + v: ArrayLike, + mode: _CorrelateMode = ..., +) -> ndarray: ... + +@overload +def outer( + a: ArrayLike, + b: ArrayLike, + out: None = ..., +) -> ndarray: ... +@overload +def outer( + a: ArrayLike, + b: ArrayLike, + out: _ArrayType = ..., +) -> _ArrayType: ... + +def tensordot( + a: ArrayLike, + b: ArrayLike, + axes: Union[int, Tuple[_ShapeLike, _ShapeLike]] = ..., +) -> ndarray: ... + +def roll( + a: ArrayLike, + shift: _ShapeLike, + axis: Optional[_ShapeLike] = ..., +) -> ndarray: ... + +def rollaxis(a: ndarray, axis: int, start: int = ...) -> ndarray: ... + +def moveaxis( + a: ndarray, + source: _ShapeLike, + destination: _ShapeLike, +) -> ndarray: ... + +def cross( + a: ArrayLike, + b: ArrayLike, + axisa: int = ..., + axisb: int = ..., + axisc: int = ..., + axis: Optional[int] = ..., +) -> ndarray: ... + +@overload +def indices( + dimensions: Sequence[int], + dtype: DTypeLike = ..., + sparse: Literal[False] = ..., +) -> ndarray: ... +@overload +def indices( + dimensions: Sequence[int], + dtype: DTypeLike = ..., + sparse: Literal[True] = ..., +) -> Tuple[ndarray, ...]: ... + +def fromfunction( + function: Callable[..., _T], + shape: Sequence[int], + *, + dtype: DTypeLike = ..., + like: ArrayLike = ..., + **kwargs: Any, +) -> _T: ... + +def isscalar(element: Any) -> bool: ... + +def binary_repr(num: int, width: Optional[int] = ...) -> str: ... + +def base_repr(number: int, base: int = ..., padding: int = ...) -> str: ... + +def identity( + n: int, + dtype: DTypeLike = ..., + *, + like: ArrayLike = ..., +) -> ndarray: ... + +def allclose( + a: ArrayLike, + b: ArrayLike, + rtol: float = ..., + atol: float = ..., + equal_nan: bool = ..., +) -> bool: ... + +def isclose( + a: ArrayLike, + b: ArrayLike, + rtol: float = ..., + atol: float = ..., + equal_nan: bool = ..., +) -> Any: ... + +def array_equal(a1: ArrayLike, a2: ArrayLike, equal_nan: bool = ...) -> bool: ... + +def array_equiv(a1: ArrayLike, a2: ArrayLike) -> bool: ... diff --git a/EXE version/main/numpy/core/numerictypes.pyi b/EXE version/main/numpy/core/numerictypes.pyi new file mode 100644 index 00000000..fd4aa3fd --- /dev/null +++ b/EXE version/main/numpy/core/numerictypes.pyi @@ -0,0 +1,140 @@ +import sys +from typing import ( + TypeVar, + Optional, + Type, + Union, + Tuple, + Sequence, + overload, + Any, + TypeVar, + Dict, + List, +) + +from numpy import ( + ndarray, + dtype, + generic, + bool_, + ubyte, + ushort, + uintc, + uint, + ulonglong, + byte, + short, + intc, + int_, + longlong, + half, + single, + double, + longdouble, + csingle, + cdouble, + clongdouble, + datetime64, + timedelta64, + object_, + str_, + bytes_, + void, +) + +from numpy.core._type_aliases import ( + sctypeDict as sctypeDict, + sctypes as sctypes, +) + +from numpy.typing import DTypeLike, ArrayLike + +if sys.version_info >= (3, 8): + from typing import Literal, Protocol, TypedDict +else: + from typing_extensions import Literal, Protocol, TypedDict + +_T = TypeVar("_T") +_ScalarType = TypeVar("_ScalarType", bound=generic) + +class _CastFunc(Protocol): + def __call__( + self, x: ArrayLike, k: DTypeLike = ... + ) -> ndarray[Any, dtype[Any]]: ... + +class _TypeCodes(TypedDict): + Character: Literal['c'] + Integer: Literal['bhilqp'] + UnsignedInteger: Literal['BHILQP'] + Float: Literal['efdg'] + Complex: Literal['FDG'] + AllInteger: Literal['bBhHiIlLqQpP'] + AllFloat: Literal['efdgFDG'] + Datetime: Literal['Mm'] + All: Literal['?bhilqpBHILQPefdgFDGSUVOMm'] + +class _typedict(Dict[Type[generic], _T]): + def __getitem__(self, key: DTypeLike) -> _T: ... + +__all__: List[str] + +# TODO: Clean up the annotations for the 7 functions below + +def maximum_sctype(t: DTypeLike) -> dtype: ... +def issctype(rep: object) -> bool: ... +@overload +def obj2sctype(rep: object) -> Optional[generic]: ... +@overload +def obj2sctype(rep: object, default: None) -> Optional[generic]: ... +@overload +def obj2sctype( + rep: object, default: Type[_T] +) -> Union[generic, Type[_T]]: ... +def issubclass_(arg1: object, arg2: Union[object, Tuple[object, ...]]) -> bool: ... +def issubsctype( + arg1: Union[ndarray, DTypeLike], arg2: Union[ndarray, DTypeLike] +) -> bool: ... +def issubdtype(arg1: DTypeLike, arg2: DTypeLike) -> bool: ... +def sctype2char(sctype: object) -> str: ... +def find_common_type( + array_types: Sequence[DTypeLike], scalar_types: Sequence[DTypeLike] +) -> dtype: ... + +cast: _typedict[_CastFunc] +nbytes: _typedict[int] +typecodes: _TypeCodes +ScalarType: Tuple[ + Type[int], + Type[float], + Type[complex], + Type[int], + Type[bool], + Type[bytes], + Type[str], + Type[memoryview], + Type[bool_], + Type[csingle], + Type[cdouble], + Type[clongdouble], + Type[half], + Type[single], + Type[double], + Type[longdouble], + Type[byte], + Type[short], + Type[intc], + Type[int_], + Type[longlong], + Type[timedelta64], + Type[datetime64], + Type[object_], + Type[bytes_], + Type[str_], + Type[ubyte], + Type[ushort], + Type[uintc], + Type[uint], + Type[ulonglong], + Type[void], +] diff --git a/EXE version/main/numpy/core/shape_base.pyi b/EXE version/main/numpy/core/shape_base.pyi new file mode 100644 index 00000000..ec40a881 --- /dev/null +++ b/EXE version/main/numpy/core/shape_base.pyi @@ -0,0 +1,39 @@ +import sys +from typing import TypeVar, overload, List, Sequence + +from numpy import ndarray +from numpy.typing import ArrayLike + +if sys.version_info >= (3, 8): + from typing import SupportsIndex +else: + from typing_extensions import SupportsIndex + +_ArrayType = TypeVar("_ArrayType", bound=ndarray) + +@overload +def atleast_1d(__arys: ArrayLike) -> ndarray: ... +@overload +def atleast_1d(*arys: ArrayLike) -> List[ndarray]: ... + +@overload +def atleast_2d(__arys: ArrayLike) -> ndarray: ... +@overload +def atleast_2d(*arys: ArrayLike) -> List[ndarray]: ... + +@overload +def atleast_3d(__arys: ArrayLike) -> ndarray: ... +@overload +def atleast_3d(*arys: ArrayLike) -> List[ndarray]: ... + +def vstack(tup: Sequence[ArrayLike]) -> ndarray: ... +def hstack(tup: Sequence[ArrayLike]) -> ndarray: ... +@overload +def stack( + arrays: Sequence[ArrayLike], axis: SupportsIndex = ..., out: None = ... +) -> ndarray: ... +@overload +def stack( + arrays: Sequence[ArrayLike], axis: SupportsIndex = ..., out: _ArrayType = ... +) -> _ArrayType: ... +def block(arrays: ArrayLike) -> ndarray: ... diff --git a/EXE version/main/numpy/core/tests/data/astype_copy.pkl b/EXE version/main/numpy/core/tests/data/astype_copy.pkl new file mode 100644 index 00000000..7397c978 Binary files /dev/null and b/EXE version/main/numpy/core/tests/data/astype_copy.pkl differ diff --git a/EXE version/main/numpy/core/tests/data/recarray_from_file.fits b/EXE version/main/numpy/core/tests/data/recarray_from_file.fits new file mode 100644 index 00000000..ca48ee85 Binary files /dev/null and b/EXE version/main/numpy/core/tests/data/recarray_from_file.fits differ diff --git a/EXE version/main/numpy/core/tests/data/umath-validation-set-README.txt b/EXE version/main/numpy/core/tests/data/umath-validation-set-README.txt new file mode 100644 index 00000000..cfc9e414 --- /dev/null +++ b/EXE version/main/numpy/core/tests/data/umath-validation-set-README.txt @@ -0,0 +1,15 @@ +Steps to validate transcendental functions: +1) Add a file 'umath-validation-set-.txt', where ufuncname is name of + the function in NumPy you want to validate +2) The file should contain 4 columns: dtype,input,expected output,ulperror + a. dtype: one of np.float16, np.float32, np.float64 + b. input: floating point input to ufunc in hex. Example: 0x414570a4 + represents 12.340000152587890625 + c. expected output: floating point output for the corresponding input in hex. + This should be computed using a high(er) precision library and then rounded to + same format as the input. + d. ulperror: expected maximum ulp error of the function. This + should be same across all rows of the same dtype. Otherwise, the function is + tested for the maximum ulp error among all entries of that dtype. +3) Add file umath-validation-set-.txt to the test file test_umath_accuracy.py + which will then validate your ufunc. diff --git a/EXE version/main/numpy/core/tests/data/umath-validation-set-cos.csv b/EXE version/main/numpy/core/tests/data/umath-validation-set-cos.csv new file mode 100644 index 00000000..2e75f044 --- /dev/null +++ b/EXE version/main/numpy/core/tests/data/umath-validation-set-cos.csv @@ -0,0 +1,665 @@ +dtype,input,output,ulperrortol +## +ve denormals ## +np.float32,0x004b4716,0x3f800000,2 +np.float32,0x007b2490,0x3f800000,2 +np.float32,0x007c99fa,0x3f800000,2 +np.float32,0x00734a0c,0x3f800000,2 +np.float32,0x0070de24,0x3f800000,2 +np.float32,0x007fffff,0x3f800000,2 +np.float32,0x00000001,0x3f800000,2 +## -ve denormals ## +np.float32,0x80495d65,0x3f800000,2 +np.float32,0x806894f6,0x3f800000,2 +np.float32,0x80555a76,0x3f800000,2 +np.float32,0x804e1fb8,0x3f800000,2 +np.float32,0x80687de9,0x3f800000,2 +np.float32,0x807fffff,0x3f800000,2 +np.float32,0x80000001,0x3f800000,2 +## +/-0.0f, +/-FLT_MIN +/-FLT_MAX ## +np.float32,0x00000000,0x3f800000,2 +np.float32,0x80000000,0x3f800000,2 +np.float32,0x00800000,0x3f800000,2 +np.float32,0x80800000,0x3f800000,2 +## 1.00f + 0x00000001 ## +np.float32,0x3f800000,0x3f0a5140,2 +np.float32,0x3f800001,0x3f0a513f,2 +np.float32,0x3f800002,0x3f0a513d,2 +np.float32,0xc090a8b0,0xbe4332ce,2 +np.float32,0x41ce3184,0x3f4d1de1,2 +np.float32,0xc1d85848,0xbeaa8980,2 +np.float32,0x402b8820,0xbf653aa3,2 +np.float32,0x42b4e454,0xbf4a338b,2 +np.float32,0x42a67a60,0x3c58202e,2 +np.float32,0x41d92388,0xbed987c7,2 +np.float32,0x422dd66c,0x3f5dcab3,2 +np.float32,0xc28f5be6,0xbf5688d8,2 +np.float32,0x41ab2674,0xbf53aa3b,2 +np.float32,0x3f490fdb,0x3f3504f3,2 +np.float32,0xbf490fdb,0x3f3504f3,2 +np.float32,0x3fc90fdb,0xb33bbd2e,2 +np.float32,0xbfc90fdb,0xb33bbd2e,2 +np.float32,0x40490fdb,0xbf800000,2 +np.float32,0xc0490fdb,0xbf800000,2 +np.float32,0x3fc90fdb,0xb33bbd2e,2 +np.float32,0xbfc90fdb,0xb33bbd2e,2 +np.float32,0x40490fdb,0xbf800000,2 +np.float32,0xc0490fdb,0xbf800000,2 +np.float32,0x40c90fdb,0x3f800000,2 +np.float32,0xc0c90fdb,0x3f800000,2 +np.float32,0x4016cbe4,0xbf3504f3,2 +np.float32,0xc016cbe4,0xbf3504f3,2 +np.float32,0x4096cbe4,0x324cde2e,2 +np.float32,0xc096cbe4,0x324cde2e,2 +np.float32,0x4116cbe4,0xbf800000,2 +np.float32,0xc116cbe4,0xbf800000,2 +np.float32,0x40490fdb,0xbf800000,2 +np.float32,0xc0490fdb,0xbf800000,2 +np.float32,0x40c90fdb,0x3f800000,2 +np.float32,0xc0c90fdb,0x3f800000,2 +np.float32,0x41490fdb,0x3f800000,2 +np.float32,0xc1490fdb,0x3f800000,2 +np.float32,0x407b53d2,0xbf3504f1,2 +np.float32,0xc07b53d2,0xbf3504f1,2 +np.float32,0x40fb53d2,0xb4b5563d,2 +np.float32,0xc0fb53d2,0xb4b5563d,2 +np.float32,0x417b53d2,0xbf800000,2 +np.float32,0xc17b53d2,0xbf800000,2 +np.float32,0x4096cbe4,0x324cde2e,2 +np.float32,0xc096cbe4,0x324cde2e,2 +np.float32,0x4116cbe4,0xbf800000,2 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+np.float32,0xc316cbe4,0x3f800000,2 +np.float32,0x4396cbe4,0x3f800000,2 +np.float32,0xc396cbe4,0x3f800000,2 +np.float32,0x42985e04,0x3f3504d7,2 +np.float32,0xc2985e04,0x3f3504d7,2 +np.float32,0x43185e04,0xb6a2455d,2 +np.float32,0xc3185e04,0xb6a2455d,2 +np.float32,0x43985e04,0xbf800000,2 +np.float32,0xc3985e04,0xbf800000,2 +np.float32,0x4299f024,0xb69bde6c,2 +np.float32,0xc299f024,0xb69bde6c,2 +np.float32,0x4319f024,0xbf800000,2 +np.float32,0xc319f024,0xbf800000,2 +np.float32,0x4399f024,0x3f800000,2 +np.float32,0xc399f024,0x3f800000,2 +np.float32,0x429b8243,0xbf3504ea,2 +np.float32,0xc29b8243,0xbf3504ea,2 +np.float32,0x431b8243,0xb5cb2eb8,2 +np.float32,0xc31b8243,0xb5cb2eb8,2 +np.float32,0x439b8243,0xbf800000,2 +np.float32,0xc39b8243,0xbf800000,2 +np.float32,0x435b2047,0x3f3504c1,2 +np.float32,0x42a038a2,0xb5e4ca7e,2 +np.float32,0x432038a2,0xbf800000,2 +np.float32,0x4345eb9b,0xbf800000,2 +np.float32,0x42c5eb9b,0xb5de638c,2 +np.float32,0x42eb9e94,0xb5d7fc9b,2 +np.float32,0x4350ea79,0x3631dadb,2 +np.float32,0x42dbe957,0xbf800000,2 +np.float32,0x425be957,0xb505522a,2 +np.float32,0x435be957,0x3f800000,2 +np.float32,0x46027eb2,0x3e7d94c9,2 +np.float32,0x4477baed,0xbe7f1824,2 +np.float32,0x454b8024,0x3e7f5268,2 +np.float32,0x455d2c09,0x3e7f40cb,2 +np.float32,0x4768d3de,0xba14b4af,2 +np.float32,0x46c1e7cd,0x3e7fb102,2 +np.float32,0x44a52949,0xbe7dc9d5,2 +np.float32,0x4454633a,0x3e7dbc7d,2 +np.float32,0x4689810b,0x3e7eb02b,2 +np.float32,0x473473cd,0xbe7eef6f,2 +np.float32,0x44a5193f,0x3e7e1b1f,2 +np.float32,0x46004b36,0x3e7dac59,2 +np.float32,0x467f604b,0x3d7ffd3a,2 +np.float32,0x45ea1805,0x3dffd2e0,2 +np.float32,0x457b6af3,0x3dff7831,2 +np.float32,0x44996159,0xbe7d85f4,2 +np.float32,0x47883553,0xbb80584e,2 +np.float32,0x44e19f0c,0xbdffcfe6,2 +np.float32,0x472b3bf6,0xbe7f7a82,2 +np.float32,0x4600bb4e,0x3a135e33,2 +np.float32,0x449f4556,0x3e7e42e5,2 +np.float32,0x474e9420,0x3dff77b2,2 +np.float32,0x45cbdb23,0x3dff7240,2 +np.float32,0x44222747,0x3dffb039,2 +np.float32,0x4772e419,0xbdff74b8,2 diff --git a/EXE version/main/numpy/core/tests/data/umath-validation-set-exp.csv b/EXE version/main/numpy/core/tests/data/umath-validation-set-exp.csv new file mode 100644 index 00000000..7c5ef3b3 --- /dev/null +++ b/EXE version/main/numpy/core/tests/data/umath-validation-set-exp.csv @@ -0,0 +1,412 @@ +dtype,input,output,ulperrortol +## +ve denormals ## +np.float32,0x004b4716,0x3f800000,3 +np.float32,0x007b2490,0x3f800000,3 +np.float32,0x007c99fa,0x3f800000,3 +np.float32,0x00734a0c,0x3f800000,3 +np.float32,0x0070de24,0x3f800000,3 +np.float32,0x00495d65,0x3f800000,3 +np.float32,0x006894f6,0x3f800000,3 +np.float32,0x00555a76,0x3f800000,3 +np.float32,0x004e1fb8,0x3f800000,3 +np.float32,0x00687de9,0x3f800000,3 +## -ve denormals ## +np.float32,0x805b59af,0x3f800000,3 +np.float32,0x807ed8ed,0x3f800000,3 +np.float32,0x807142ad,0x3f800000,3 +np.float32,0x80772002,0x3f800000,3 +np.float32,0x8062abcb,0x3f800000,3 +np.float32,0x8045e31c,0x3f800000,3 +np.float32,0x805f01c2,0x3f800000,3 +np.float32,0x80506432,0x3f800000,3 +np.float32,0x8060089d,0x3f800000,3 +np.float32,0x8071292f,0x3f800000,3 +## floats that output a denormal ## +np.float32,0xc2cf3fc1,0x00000001,3 +np.float32,0xc2c79726,0x00000021,3 +np.float32,0xc2cb295d,0x00000005,3 +np.float32,0xc2b49e6b,0x00068c4c,3 +np.float32,0xc2ca8116,0x00000008,3 +np.float32,0xc2c23f82,0x000001d7,3 +np.float32,0xc2cb69c0,0x00000005,3 +np.float32,0xc2cc1f4d,0x00000003,3 +np.float32,0xc2ae094e,0x00affc4c,3 +np.float32,0xc2c86c44,0x00000015,3 +## random floats between -87.0f and 88.0f ## +np.float32,0x4030d7e0,0x417d9a05,3 +np.float32,0x426f60e8,0x6aa1be2c,3 +np.float32,0x41a1b220,0x4e0efc11,3 +np.float32,0xc20cc722,0x26159da7,3 +np.float32,0x41c492bc,0x512ec79d,3 +np.float32,0x40980210,0x42e73a0e,3 +np.float32,0xbf1f7b80,0x3f094de3,3 +np.float32,0x42a678a4,0x7b87a383,3 +np.float32,0xc20f3cfd,0x25a1c304,3 +np.float32,0x423ff34c,0x6216467f,3 +np.float32,0x00000000,0x3f800000,3 +## floats that cause an overflow ## +np.float32,0x7f06d8c1,0x7f800000,3 +np.float32,0x7f451912,0x7f800000,3 +np.float32,0x7ecceac3,0x7f800000,3 +np.float32,0x7f643b45,0x7f800000,3 +np.float32,0x7e910ea0,0x7f800000,3 +np.float32,0x7eb4756b,0x7f800000,3 +np.float32,0x7f4ec708,0x7f800000,3 +np.float32,0x7f6b4551,0x7f800000,3 +np.float32,0x7d8edbda,0x7f800000,3 +np.float32,0x7f730718,0x7f800000,3 +np.float32,0x42b17217,0x7f7fff84,3 +np.float32,0x42b17218,0x7f800000,3 +np.float32,0x42b17219,0x7f800000,3 +np.float32,0xfef2b0bc,0x00000000,3 +np.float32,0xff69f83e,0x00000000,3 +np.float32,0xff4ecb12,0x00000000,3 +np.float32,0xfeac6d86,0x00000000,3 +np.float32,0xfde0cdb8,0x00000000,3 +np.float32,0xff26aef4,0x00000000,3 +np.float32,0xff6f9277,0x00000000,3 +np.float32,0xff7adfc4,0x00000000,3 +np.float32,0xff0ad40e,0x00000000,3 +np.float32,0xff6fd8f3,0x00000000,3 +np.float32,0xc2cff1b4,0x00000001,3 +np.float32,0xc2cff1b5,0x00000000,3 +np.float32,0xc2cff1b6,0x00000000,3 +np.float32,0x7f800000,0x7f800000,3 +np.float32,0xff800000,0x00000000,3 +np.float32,0x4292f27c,0x7480000a,3 +np.float32,0x42a920be,0x7c7fff94,3 +np.float32,0x41c214c9,0x50ffffd9,3 +np.float32,0x41abe686,0x4effffd9,3 +np.float32,0x4287db5a,0x707fffd3,3 +np.float32,0x41902cbb,0x4c800078,3 +np.float32,0x42609466,0x67ffffeb,3 +np.float32,0x41a65af5,0x4e7fffd1,3 +np.float32,0x417f13ff,0x4affffc9,3 +np.float32,0x426d0e6c,0x6a3504f2,3 +np.float32,0x41bc8934,0x507fff51,3 +np.float32,0x42a7bdde,0x7c0000d6,3 +np.float32,0x4120cf66,0x46b504f6,3 +np.float32,0x4244da8f,0x62ffff1a,3 +np.float32,0x41a0cf69,0x4e000034,3 +np.float32,0x41cd2bec,0x52000005,3 +np.float32,0x42893e41,0x7100009e,3 +np.float32,0x41b437e1,0x4fb50502,3 +np.float32,0x41d8430f,0x5300001d,3 +np.float32,0x4244da92,0x62ffffda,3 +np.float32,0x41a0cf63,0x4dffffa9,3 +np.float32,0x3eb17218,0x3fb504f3,3 +np.float32,0x428729e8,0x703504dc,3 +np.float32,0x41a0cf67,0x4e000014,3 +np.float32,0x4252b77d,0x65800011,3 +np.float32,0x41902cb9,0x4c800058,3 +np.float32,0x42a0cf67,0x79800052,3 +np.float32,0x4152b77b,0x48ffffe9,3 +np.float32,0x41265af3,0x46ffffc8,3 +np.float32,0x42187e0b,0x5affff9a,3 +np.float32,0xc0d2b77c,0x3ab504f6,3 +np.float32,0xc283b2ac,0x10000072,3 +np.float32,0xc1cff1b4,0x2cb504f5,3 +np.float32,0xc05dce9e,0x3d000000,3 +np.float32,0xc28ec9d2,0x0bfffea5,3 +np.float32,0xc23c893a,0x1d7fffde,3 +np.float32,0xc2a920c0,0x027fff6c,3 +np.float32,0xc1f9886f,0x2900002b,3 +np.float32,0xc2c42920,0x000000b5,3 +np.float32,0xc2893e41,0x0dfffec5,3 +np.float32,0xc2c4da93,0x00000080,3 +np.float32,0xc17f1401,0x3400000c,3 +np.float32,0xc1902cb6,0x327fffaf,3 +np.float32,0xc27c4e3b,0x11ffffc5,3 +np.float32,0xc268e5c5,0x157ffe9d,3 +np.float32,0xc2b4e953,0x0005a826,3 +np.float32,0xc287db5a,0x0e800016,3 +np.float32,0xc207db5a,0x2700000b,3 +np.float32,0xc2b2d4fe,0x000ffff1,3 +np.float32,0xc268e5c0,0x157fffdd,3 +np.float32,0xc22920bd,0x2100003b,3 +np.float32,0xc2902caf,0x0b80011e,3 +np.float32,0xc1902cba,0x327fff2f,3 +np.float32,0xc2ca6625,0x00000008,3 +np.float32,0xc280ece8,0x10fffeb5,3 +np.float32,0xc2918f94,0x0b0000ea,3 +np.float32,0xc29b43d5,0x077ffffc,3 +np.float32,0xc1e61ff7,0x2ab504f5,3 +np.float32,0xc2867878,0x0effff15,3 +np.float32,0xc2a2324a,0x04fffff4,3 +#float64 +## near zero ## +np.float64,0x8000000000000000,0x3ff0000000000000,1 +np.float64,0x8010000000000000,0x3ff0000000000000,1 +np.float64,0x8000000000000001,0x3ff0000000000000,1 +np.float64,0x8360000000000000,0x3ff0000000000000,1 +np.float64,0x9a70000000000000,0x3ff0000000000000,1 +np.float64,0xb9b0000000000000,0x3ff0000000000000,1 +np.float64,0xb810000000000000,0x3ff0000000000000,1 +np.float64,0xbc30000000000000,0x3ff0000000000000,1 +np.float64,0xb6a0000000000000,0x3ff0000000000000,1 +np.float64,0x0000000000000000,0x3ff0000000000000,1 +np.float64,0x0010000000000000,0x3ff0000000000000,1 +np.float64,0x0000000000000001,0x3ff0000000000000,1 +np.float64,0x0360000000000000,0x3ff0000000000000,1 +np.float64,0x1a70000000000000,0x3ff0000000000000,1 +np.float64,0x3c30000000000000,0x3ff0000000000000,1 +np.float64,0x36a0000000000000,0x3ff0000000000000,1 +np.float64,0x39b0000000000000,0x3ff0000000000000,1 +np.float64,0x3810000000000000,0x3ff0000000000000,1 +## underflow ## +np.float64,0xc0c6276800000000,0x0000000000000000,1 +np.float64,0xc0c62d918ce2421d,0x0000000000000000,1 +np.float64,0xc0c62d918ce2421e,0x0000000000000000,1 +np.float64,0xc0c62d91a0000000,0x0000000000000000,1 +np.float64,0xc0c62d9180000000,0x0000000000000000,1 +np.float64,0xc0c62dea45ee3e06,0x0000000000000000,1 +np.float64,0xc0c62dea45ee3e07,0x0000000000000000,1 +np.float64,0xc0c62dea40000000,0x0000000000000000,1 +np.float64,0xc0c62dea60000000,0x0000000000000000,1 +np.float64,0xc0875f1120000000,0x0000000000000000,1 +np.float64,0xc0875f113c30b1c8,0x0000000000000000,1 +np.float64,0xc0875f1140000000,0x0000000000000000,1 +np.float64,0xc093480000000000,0x0000000000000000,1 +np.float64,0xffefffffffffffff,0x0000000000000000,1 +np.float64,0xc7efffffe0000000,0x0000000000000000,1 +## overflow ## +np.float64,0x40862e52fefa39ef,0x7ff0000000000000,1 +np.float64,0x40872e42fefa39ef,0x7ff0000000000000,1 +## +/- INF, +/- NAN ## +np.float64,0x7ff0000000000000,0x7ff0000000000000,1 +np.float64,0xfff0000000000000,0x0000000000000000,1 +np.float64,0x7ff8000000000000,0x7ff8000000000000,1 +np.float64,0xfff8000000000000,0xfff8000000000000,1 +## output denormal ## +np.float64,0xc087438520000000,0x0000000000000001,1 +np.float64,0xc08743853f2f4461,0x0000000000000001,1 +np.float64,0xc08743853f2f4460,0x0000000000000001,1 +np.float64,0xc087438540000000,0x0000000000000001,1 +## between -745.13321910 and 709.78271289 ## +np.float64,0xbff760cd14774bd9,0x3fcdb14ced00ceb6,1 +np.float64,0xbff760cd20000000,0x3fcdb14cd7993879,1 +np.float64,0xbff760cd00000000,0x3fcdb14d12fbd264,1 +np.float64,0xc07f1cf360000000,0x130c1b369af14fda,1 +np.float64,0xbeb0000000000000,0x3feffffe00001000,1 +np.float64,0xbd70000000000000,0x3fefffffffffe000,1 +np.float64,0xc084fd46e5c84952,0x0360000000000139,1 +np.float64,0xc084fd46e5c84953,0x035ffffffffffe71,1 +np.float64,0xc084fd46e0000000,0x0360000b9096d32c,1 +np.float64,0xc084fd4700000000,0x035fff9721d12104,1 +np.float64,0xc086232bc0000000,0x0010003af5e64635,1 +np.float64,0xc086232bdd7abcd2,0x001000000000007c,1 +np.float64,0xc086232bdd7abcd3,0x000ffffffffffe7c,1 +np.float64,0xc086232be0000000,0x000ffffaf57a6fc9,1 +np.float64,0xc086233920000000,0x000fe590e3b45eb0,1 +np.float64,0xc086233938000000,0x000fe56133493c57,1 +np.float64,0xc086233940000000,0x000fe5514deffbbc,1 +np.float64,0xc086234c98000000,0x000fbf1024c32ccb,1 +np.float64,0xc086234ca0000000,0x000fbf0065bae78d,1 +np.float64,0xc086234c80000000,0x000fbf3f623a7724,1 +np.float64,0xc086234ec0000000,0x000fbad237c846f9,1 +np.float64,0xc086234ec8000000,0x000fbac27cfdec97,1 +np.float64,0xc086234ee0000000,0x000fba934cfd3dc2,1 +np.float64,0xc086234ef0000000,0x000fba73d7f618d9,1 +np.float64,0xc086234f00000000,0x000fba54632dddc0,1 +np.float64,0xc0862356e0000000,0x000faae0945b761a,1 +np.float64,0xc0862356f0000000,0x000faac13eb9a310,1 +np.float64,0xc086235700000000,0x000faaa1e9567b0a,1 +np.float64,0xc086236020000000,0x000f98cd75c11ed7,1 +np.float64,0xc086236ca0000000,0x000f8081b4d93f89,1 +np.float64,0xc086236cb0000000,0x000f8062b3f4d6c5,1 +np.float64,0xc086236cc0000000,0x000f8043b34e6f8c,1 +np.float64,0xc086238d98000000,0x000f41220d9b0d2c,1 +np.float64,0xc086238da0000000,0x000f4112cc80a01f,1 +np.float64,0xc086238d80000000,0x000f414fd145db5b,1 +np.float64,0xc08624fd00000000,0x000cbfce8ea1e6c4,1 +np.float64,0xc086256080000000,0x000c250747fcd46e,1 +np.float64,0xc08626c480000000,0x000a34f4bd975193,1 +np.float64,0xbf50000000000000,0x3feff800ffeaac00,1 +np.float64,0xbe10000000000000,0x3fefffffff800000,1 +np.float64,0xbcd0000000000000,0x3feffffffffffff8,1 +np.float64,0xc055d589e0000000,0x38100004bf94f63e,1 +np.float64,0xc055d58a00000000,0x380ffff97f292ce8,1 +np.float64,0xbfd962d900000000,0x3fe585a4b00110e1,1 +np.float64,0x3ff4bed280000000,0x400d411e7a58a303,1 +np.float64,0x3fff0b3620000000,0x401bd7737ffffcf3,1 +np.float64,0x3ff0000000000000,0x4005bf0a8b145769,1 +np.float64,0x3eb0000000000000,0x3ff0000100000800,1 +np.float64,0x3d70000000000000,0x3ff0000000001000,1 +np.float64,0x40862e42e0000000,0x7fefff841808287f,1 +np.float64,0x40862e42fefa39ef,0x7fefffffffffff2a,1 +np.float64,0x40862e0000000000,0x7feef85a11e73f2d,1 +np.float64,0x4000000000000000,0x401d8e64b8d4ddae,1 +np.float64,0x4009242920000000,0x40372a52c383a488,1 +np.float64,0x4049000000000000,0x44719103e4080b45,1 +np.float64,0x4008000000000000,0x403415e5bf6fb106,1 +np.float64,0x3f50000000000000,0x3ff00400800aab55,1 +np.float64,0x3e10000000000000,0x3ff0000000400000,1 +np.float64,0x3cd0000000000000,0x3ff0000000000004,1 +np.float64,0x40562e40a0000000,0x47effed088821c3f,1 +np.float64,0x40562e42e0000000,0x47effff082e6c7ff,1 +np.float64,0x40562e4300000000,0x47f00000417184b8,1 +np.float64,0x3fe8000000000000,0x4000ef9db467dcf8,1 +np.float64,0x402b12e8d4f33589,0x412718f68c71a6fe,1 +np.float64,0x402b12e8d4f3358a,0x412718f68c71a70a,1 +np.float64,0x402b12e8c0000000,0x412718f59a7f472e,1 +np.float64,0x402b12e8e0000000,0x412718f70c0eac62,1 +##use 1th entry +np.float64,0x40631659AE147CB4,0x4db3a95025a4890f,1 +np.float64,0xC061B87D2E85A4E2,0x332640c8e2de2c51,1 +np.float64,0x405A4A50BE243AF4,0x496a45e4b7f0339a,1 +np.float64,0xC0839898B98EC5C6,0x0764027828830df4,1 +#use 2th entry +np.float64,0xC072428C44B6537C,0x2596ade838b96f3e,1 +np.float64,0xC053057C5E1AE9BF,0x3912c8fad18fdadf,1 +np.float64,0x407E89C78328BAA3,0x6bfe35d5b9a1a194,1 +np.float64,0x4083501B6DD87112,0x77a855503a38924e,1 +#use 3th entry +np.float64,0x40832C6195F24540,0x7741e73c80e5eb2f,1 +np.float64,0xC083D4CD557C2EC9,0x06b61727c2d2508e,1 +np.float64,0x400C48F5F67C99BD,0x404128820f02b92e,1 +np.float64,0x4056E36D9B2DF26A,0x4830f52ff34a8242,1 +#use 4th entry +np.float64,0x4080FF700D8CBD06,0x70fa70df9bc30f20,1 +np.float64,0x406C276D39E53328,0x543eb8e20a8f4741,1 +np.float64,0xC070D6159BBD8716,0x27a4a0548c904a75,1 +np.float64,0xC052EBCF8ED61F83,0x391c0e92368d15e4,1 +#use 5th entry +np.float64,0xC061F892A8AC5FBE,0x32f807a89efd3869,1 +np.float64,0x4021D885D2DBA085,0x40bd4dc86d3e3270,1 +np.float64,0x40767AEEEE7D4FCF,0x605e22851ee2afb7,1 +np.float64,0xC0757C5D75D08C80,0x20f0751599b992a2,1 +#use 6th entry +np.float64,0x405ACF7A284C4CE3,0x499a4e0b7a27027c,1 +np.float64,0xC085A6C9E80D7AF5,0x0175914009d62ec2,1 +np.float64,0xC07E4C02F86F1DAE,0x1439269b29a9231e,1 +np.float64,0x4080D80F9691CC87,0x7088a6cdafb041de,1 +#use 7th entry +np.float64,0x407FDFD84FBA0AC1,0x6deb1ae6f9bc4767,1 +np.float64,0x40630C06A1A2213D,0x4dac7a9d51a838b7,1 +np.float64,0x40685FDB30BB8B4F,0x5183f5cc2cac9e79,1 +np.float64,0x408045A2208F77F4,0x6ee299e08e2aa2f0,1 +#use 8th entry +np.float64,0xC08104E391F5078B,0x0ed397b7cbfbd230,1 +np.float64,0xC031501CAEFAE395,0x3e6040fd1ea35085,1 +np.float64,0xC079229124F6247C,0x1babf4f923306b1e,1 +np.float64,0x407FB65F44600435,0x6db03beaf2512b8a,1 +#use 9th entry +np.float64,0xC07EDEE8E8E8A5AC,0x136536cec9cbef48,1 +np.float64,0x4072BB4086099A14,0x5af4d3c3008b56cc,1 +np.float64,0x4050442A2EC42CB4,0x45cd393bd8fad357,1 +np.float64,0xC06AC28FB3D419B4,0x2ca1b9d3437df85f,1 +#use 10th entry +np.float64,0x40567FC6F0A68076,0x480c977fd5f3122e,1 +np.float64,0x40620A2F7EDA59BB,0x4cf278e96f4ce4d7,1 +np.float64,0xC085044707CD557C,0x034aad6c968a045a,1 +np.float64,0xC07374EA5AC516AA,0x23dd6afdc03e83d5,1 +#use 11th entry +np.float64,0x4073CC95332619C1,0x5c804b1498bbaa54,1 +np.float64,0xC0799FEBBE257F31,0x1af6a954c43b87d2,1 +np.float64,0x408159F19EA424F6,0x7200858efcbfc84d,1 +np.float64,0x404A81F6F24C0792,0x44b664a07ce5bbfa,1 +#use 12th entry +np.float64,0x40295FF1EFB9A741,0x4113c0e74c52d7b0,1 +np.float64,0x4073975F4CC411DA,0x5c32be40b4fec2c1,1 +np.float64,0x406E9DE52E82A77E,0x56049c9a3f1ae089,1 +np.float64,0x40748C2F52560ED9,0x5d93bc14fd4cd23b,1 +#use 13th entry +np.float64,0x4062A553CDC4D04C,0x4d6266bfde301318,1 +np.float64,0xC079EC1D63598AB7,0x1a88cb184dab224c,1 +np.float64,0xC0725C1CB3167427,0x25725b46f8a081f6,1 +np.float64,0x407888771D9B45F9,0x6353b1ec6bd7ce80,1 +#use 14th entry +np.float64,0xC082CBA03AA89807,0x09b383723831ce56,1 +np.float64,0xC083A8961BB67DD7,0x0735b118d5275552,1 +np.float64,0xC076BC6ECA12E7E3,0x1f2222679eaef615,1 +np.float64,0xC072752503AA1A5B,0x254eb832242c77e1,1 +#use 15th entry +np.float64,0xC058800792125DEC,0x371882372a0b48d4,1 +np.float64,0x4082909FD863E81C,0x7580d5f386920142,1 +np.float64,0xC071616F8FB534F9,0x26dbe20ef64a412b,1 +np.float64,0x406D1AB571CAA747,0x54ee0d55cb38ac20,1 +#use 16th entry +np.float64,0x406956428B7DAD09,0x52358682c271237f,1 +np.float64,0xC07EFC2D9D17B621,0x133b3e77c27a4d45,1 +np.float64,0xC08469BAC5BA3CCA,0x050863e5f42cc52f,1 +np.float64,0x407189D9626386A5,0x593cb1c0b3b5c1d3,1 +#use 17th entry +np.float64,0x4077E652E3DEB8C6,0x6269a10dcbd3c752,1 +np.float64,0x407674C97DB06878,0x605485dcc2426ec2,1 +np.float64,0xC07CE9969CF4268D,0x16386cf8996669f2,1 +np.float64,0x40780EE32D5847C4,0x62a436bd1abe108d,1 +#use 18th entry +np.float64,0x4076C3AA5E1E8DA1,0x60c62f56a5e72e24,1 +np.float64,0xC0730AFC7239B9BE,0x24758ead095cec1e,1 +np.float64,0xC085CC2B9C420DDB,0x0109cdaa2e5694c1,1 +np.float64,0x406D0765CB6D7AA4,0x54e06f8dd91bd945,1 +#use 19th entry +np.float64,0xC082D011F3B495E7,0x09a6647661d279c2,1 +np.float64,0xC072826AF8F6AFBC,0x253acd3cd224507e,1 +np.float64,0x404EB9C4810CEA09,0x457933dbf07e8133,1 +np.float64,0x408284FBC97C58CE,0x755f6eb234aa4b98,1 +#use 20th entry +np.float64,0x40856008CF6EDC63,0x7d9c0b3c03f4f73c,1 +np.float64,0xC077CB2E9F013B17,0x1d9b3d3a166a55db,1 +np.float64,0xC0479CA3C20AD057,0x3bad40e081555b99,1 +np.float64,0x40844CD31107332A,0x7a821d70aea478e2,1 +#use 21th entry +np.float64,0xC07C8FCC0BFCC844,0x16ba1cc8c539d19b,1 +np.float64,0xC085C4E9A3ABA488,0x011ff675ba1a2217,1 +np.float64,0x4074D538B32966E5,0x5dfd9d78043c6ad9,1 +np.float64,0xC0630CA16902AD46,0x3231a446074cede6,1 +#use 22th entry +np.float64,0xC06C826733D7D0B7,0x2b5f1078314d41e1,1 +np.float64,0xC0520DF55B2B907F,0x396c13a6ce8e833e,1 +np.float64,0xC080712072B0F437,0x107eae02d11d98ea,1 +np.float64,0x40528A6150E19EFB,0x469fdabda02228c5,1 +#use 23th entry +np.float64,0xC07B1D74B6586451,0x18d1253883ae3b48,1 +np.float64,0x4045AFD7867DAEC0,0x43d7d634fc4c5d98,1 +np.float64,0xC07A08B91F9ED3E2,0x1a60973e6397fc37,1 +np.float64,0x407B3ECF0AE21C8C,0x673e03e9d98d7235,1 +#use 24th entry +np.float64,0xC078AEB6F30CEABF,0x1c530b93ab54a1b3,1 +np.float64,0x4084495006A41672,0x7a775b6dc7e63064,1 +np.float64,0x40830B1C0EBF95DD,0x76e1e6eed77cfb89,1 +np.float64,0x407D93E8F33D8470,0x6a9adbc9e1e4f1e5,1 +#use 25th entry +np.float64,0x4066B11A09EFD9E8,0x504dd528065c28a7,1 +np.float64,0x408545823723AEEB,0x7d504a9b1844f594,1 +np.float64,0xC068C711F2CA3362,0x2e104f3496ea118e,1 +np.float64,0x407F317FCC3CA873,0x6cf0732c9948ebf4,1 +#use 26th entry +np.float64,0x407AFB3EBA2ED50F,0x66dc28a129c868d5,1 +np.float64,0xC075377037708ADE,0x21531a329f3d793e,1 +np.float64,0xC07C30066A1F3246,0x174448baa16ded2b,1 +np.float64,0xC06689A75DE2ABD3,0x2fad70662fae230b,1 +#use 27th entry +np.float64,0x4081514E9FCCF1E0,0x71e673b9efd15f44,1 +np.float64,0xC0762C710AF68460,0x1ff1ed7d8947fe43,1 +np.float64,0xC0468102FF70D9C4,0x3be0c3a8ff3419a3,1 +np.float64,0xC07EA4CEEF02A83E,0x13b908f085102c61,1 +#use 28th entry +np.float64,0xC06290B04AE823C4,0x328a83da3c2e3351,1 +np.float64,0xC0770EB1D1C395FB,0x1eab281c1f1db5fe,1 +np.float64,0xC06F5D4D838A5BAE,0x29500ea32fb474ea,1 +np.float64,0x40723B3133B54C5D,0x5a3c82c7c3a2b848,1 +#use 29th entry +np.float64,0x4085E6454CE3B4AA,0x7f20319b9638d06a,1 +np.float64,0x408389F2A0585D4B,0x7850667c58aab3d0,1 +np.float64,0xC0382798F9C8AE69,0x3dc1c79fe8739d6d,1 +np.float64,0xC08299D827608418,0x0a4335f76cdbaeb5,1 +#use 30th entry +np.float64,0xC06F3DED43301BF1,0x2965670ae46750a8,1 +np.float64,0xC070CAF6BDD577D9,0x27b4aa4ffdd29981,1 +np.float64,0x4078529AD4B2D9F2,0x6305c12755d5e0a6,1 +np.float64,0xC055B14E75A31B96,0x381c2eda6d111e5d,1 +#use 31th entry +np.float64,0x407B13EE414FA931,0x6700772c7544564d,1 +np.float64,0x407EAFDE9DE3EC54,0x6c346a0e49724a3c,1 +np.float64,0xC08362F398B9530D,0x07ffeddbadf980cb,1 +np.float64,0x407E865CDD9EEB86,0x6bf866cac5e0d126,1 +#use 32th entry +np.float64,0x407FB62DBC794C86,0x6db009f708ac62cb,1 +np.float64,0xC063D0BAA68CDDDE,0x31a3b2a51ce50430,1 +np.float64,0xC05E7706A2231394,0x34f24bead6fab5c9,1 +np.float64,0x4083E3A06FDE444E,0x79527b7a386d1937,1 diff --git a/EXE version/main/numpy/core/tests/data/umath-validation-set-log.csv b/EXE version/main/numpy/core/tests/data/umath-validation-set-log.csv new file mode 100644 index 00000000..b8f6b087 --- /dev/null +++ b/EXE version/main/numpy/core/tests/data/umath-validation-set-log.csv @@ -0,0 +1,271 @@ +dtype,input,output,ulperrortol +## +ve denormals ## +np.float32,0x004b4716,0xc2afbc1b,4 +np.float32,0x007b2490,0xc2aec01e,4 +np.float32,0x007c99fa,0xc2aeba17,4 +np.float32,0x00734a0c,0xc2aee1dc,4 +np.float32,0x0070de24,0xc2aeecba,4 +np.float32,0x007fffff,0xc2aeac50,4 +np.float32,0x00000001,0xc2ce8ed0,4 +## -ve denormals ## +np.float32,0x80495d65,0xffc00000,4 +np.float32,0x806894f6,0xffc00000,4 +np.float32,0x80555a76,0xffc00000,4 +np.float32,0x804e1fb8,0xffc00000,4 +np.float32,0x80687de9,0xffc00000,4 +np.float32,0x807fffff,0xffc00000,4 +np.float32,0x80000001,0xffc00000,4 +## +/-0.0f, +/-FLT_MIN +/-FLT_MAX ## +np.float32,0x00000000,0xff800000,4 +np.float32,0x80000000,0xff800000,4 +np.float32,0x7f7fffff,0x42b17218,4 +np.float32,0x80800000,0xffc00000,4 +np.float32,0xff7fffff,0xffc00000,4 +## 1.00f + 0x00000001 ## +np.float32,0x3f800000,0x00000000,4 +np.float32,0x3f800001,0x33ffffff,4 +np.float32,0x3f800002,0x347ffffe,4 +np.float32,0x3f7fffff,0xb3800000,4 +np.float32,0x3f7ffffe,0xb4000000,4 +np.float32,0x3f7ffffd,0xb4400001,4 +np.float32,0x402df853,0x3f7ffffe,4 +np.float32,0x402df854,0x3f7fffff,4 +np.float32,0x402df855,0x3f800000,4 +np.float32,0x402df856,0x3f800001,4 +np.float32,0x3ebc5ab0,0xbf800001,4 +np.float32,0x3ebc5ab1,0xbf800000,4 +np.float32,0x3ebc5ab2,0xbf800000,4 +np.float32,0x3ebc5ab3,0xbf7ffffe,4 +np.float32,0x423ef575,0x407768ab,4 +np.float32,0x427b8c61,0x408485dd,4 +np.float32,0x4211e9ee,0x406630b0,4 +np.float32,0x424d5c41,0x407c0fed,4 +np.float32,0x42be722a,0x4091cc91,4 +np.float32,0x42b73d30,0x4090908b,4 +np.float32,0x427e48e2,0x4084de7f,4 +np.float32,0x428f759b,0x4088bba3,4 +np.float32,0x41629069,0x4029a0cc,4 +np.float32,0x4272c99d,0x40836379,4 +np.float32,0x4d1b7458,0x4197463d,4 +np.float32,0x4f10c594,0x41ace2b2,4 +np.float32,0x4ea397c2,0x41a85171,4 +np.float32,0x4fefa9d1,0x41b6769c,4 +np.float32,0x4ebac6ab,0x41a960dc,4 +np.float32,0x4f6efb42,0x41b0e535,4 +np.float32,0x4e9ab8e7,0x41a7df44,4 +np.float32,0x4e81b5d1,0x41a67625,4 +np.float32,0x5014d9f2,0x41b832bd,4 +np.float32,0x4f02175c,0x41ac07b8,4 +np.float32,0x7f034f89,0x42b01c47,4 +np.float32,0x7f56d00e,0x42b11849,4 +np.float32,0x7f1cd5f6,0x42b0773a,4 +np.float32,0x7e979174,0x42af02d7,4 +np.float32,0x7f23369f,0x42b08ba2,4 +np.float32,0x7f0637ae,0x42b0277d,4 +np.float32,0x7efcb6e8,0x42b00897,4 +np.float32,0x7f7907c8,0x42b163f6,4 +np.float32,0x7e95c4c2,0x42aefcba,4 +np.float32,0x7f4577b2,0x42b0ed2d,4 +np.float32,0x3f49c92e,0xbe73ae84,4 +np.float32,0x3f4a23d1,0xbe71e2f8,4 +np.float32,0x3f4abb67,0xbe6ee430,4 +np.float32,0x3f48169a,0xbe7c5532,4 +np.float32,0x3f47f5fa,0xbe7cfc37,4 +np.float32,0x3f488309,0xbe7a2ad8,4 +np.float32,0x3f479df4,0xbe7ebf5f,4 +np.float32,0x3f47cfff,0xbe7dbec9,4 +np.float32,0x3f496704,0xbe75a125,4 +np.float32,0x3f478ee8,0xbe7f0c92,4 +np.float32,0x3f4a763b,0xbe7041ce,4 +np.float32,0x3f47a108,0xbe7eaf94,4 +np.float32,0x3f48136c,0xbe7c6578,4 +np.float32,0x3f481c17,0xbe7c391c,4 +np.float32,0x3f47cd28,0xbe7dcd56,4 +np.float32,0x3f478be8,0xbe7f1bf7,4 +np.float32,0x3f4c1f8e,0xbe67e367,4 +np.float32,0x3f489b0c,0xbe79b03f,4 +np.float32,0x3f4934cf,0xbe76a08a,4 +np.float32,0x3f4954df,0xbe75fd6a,4 +np.float32,0x3f47a3f5,0xbe7ea093,4 +np.float32,0x3f4ba4fc,0xbe6a4b02,4 +np.float32,0x3f47a0e1,0xbe7eb05c,4 +np.float32,0x3f48c30a,0xbe78e42f,4 +np.float32,0x3f48cab8,0xbe78bd05,4 +np.float32,0x3f4b0569,0xbe6d6ea4,4 +np.float32,0x3f47de32,0xbe7d7607,4 +np.float32,0x3f477328,0xbe7f9b00,4 +np.float32,0x3f496dab,0xbe757f52,4 +np.float32,0x3f47662c,0xbe7fddac,4 +np.float32,0x3f48ddd8,0xbe785b80,4 +np.float32,0x3f481866,0xbe7c4bff,4 +np.float32,0x3f48b119,0xbe793fb6,4 +np.float32,0x3f48c7e8,0xbe78cb5c,4 +np.float32,0x3f4985f6,0xbe7503da,4 +np.float32,0x3f483fdf,0xbe7b8212,4 +np.float32,0x3f4b1c76,0xbe6cfa67,4 +np.float32,0x3f480b2e,0xbe7c8fa8,4 +np.float32,0x3f48745f,0xbe7a75bf,4 +np.float32,0x3f485bda,0xbe7af308,4 +np.float32,0x3f47a660,0xbe7e942c,4 +np.float32,0x3f47d4d5,0xbe7da600,4 +np.float32,0x3f4b0a26,0xbe6d56be,4 +np.float32,0x3f4a4883,0xbe712924,4 +np.float32,0x3f4769e7,0xbe7fca84,4 +np.float32,0x3f499702,0xbe74ad3f,4 +np.float32,0x3f494ab1,0xbe763131,4 +np.float32,0x3f476b69,0xbe7fc2c6,4 +np.float32,0x3f4884e8,0xbe7a214a,4 +np.float32,0x3f486945,0xbe7aae76,4 +#float64 +## +ve denormal ## +np.float64,0x0000000000000001,0xc0874385446d71c3,1 +np.float64,0x0001000000000000,0xc086395a2079b70c,1 +np.float64,0x000fffffffffffff,0xc086232bdd7abcd2,1 +np.float64,0x0007ad63e2168cb6,0xc086290bc0b2980f,1 +## -ve denormal ## +np.float64,0x8000000000000001,0xfff8000000000001,1 +np.float64,0x8001000000000000,0xfff8000000000001,1 +np.float64,0x800fffffffffffff,0xfff8000000000001,1 +np.float64,0x8007ad63e2168cb6,0xfff8000000000001,1 +## +/-0.0f, MAX, MIN## +np.float64,0x0000000000000000,0xfff0000000000000,1 +np.float64,0x8000000000000000,0xfff0000000000000,1 +np.float64,0x7fefffffffffffff,0x40862e42fefa39ef,1 +np.float64,0xffefffffffffffff,0xfff8000000000001,1 +## near 1.0f ## +np.float64,0x3ff0000000000000,0x0000000000000000,1 +np.float64,0x3fe8000000000000,0xbfd269621134db92,1 +np.float64,0x3ff0000000000001,0x3cafffffffffffff,1 +np.float64,0x3ff0000020000000,0x3e7fffffe000002b,1 +np.float64,0x3ff0000000000001,0x3cafffffffffffff,1 +np.float64,0x3fefffffe0000000,0xbe70000008000005,1 +np.float64,0x3fefffffffffffff,0xbca0000000000000,1 +## random numbers ## +np.float64,0x02500186f3d9da56,0xc0855b8abf135773,1 +np.float64,0x09200815a3951173,0xc082ff1ad7131bdc,1 +np.float64,0x0da029623b0243d4,0xc0816fc994695bb5,1 +np.float64,0x48703b8ac483a382,0x40579213a313490b,1 +np.float64,0x09207b74c87c9860,0xc082fee20ff349ef,1 +np.float64,0x62c077698e8df947,0x407821c996d110f0,1 +np.float64,0x2350b45e87c3cfb0,0xc073d6b16b51d072,1 +np.float64,0x3990a23f9ff2b623,0xc051aa60eadd8c61,1 +np.float64,0x0d011386a116c348,0xc081a6cc7ea3b8fb,1 +np.float64,0x1fe0f0303ebe273a,0xc0763870b78a81ca,1 +np.float64,0x0cd1260121d387da,0xc081b7668d61a9d1,1 +np.float64,0x1e6135a8f581d422,0xc077425ac10f08c2,1 +np.float64,0x622168db5fe52d30,0x4077b3c669b9fadb,1 +np.float64,0x69f188e1ec6d1718,0x407d1e2f18c63889,1 +np.float64,0x3aa1bf1d9c4dd1a3,0xc04d682e24bde479,1 +np.float64,0x6c81c4011ce4f683,0x407ee5190e8a8e6a,1 +np.float64,0x2191fa55aa5a5095,0xc0750c0c318b5e2d,1 +np.float64,0x32a1f602a32bf360,0xc06270caa493fc17,1 +np.float64,0x16023c90ba93249b,0xc07d0f88e0801638,1 +np.float64,0x1c525fe6d71fa9ff,0xc078af49c66a5d63,1 +np.float64,0x1a927675815d65b7,0xc079e5bdd7fe376e,1 +np.float64,0x41227b8fe70da028,0x402aa0c9f9a84c71,1 +np.float64,0x4962bb6e853fe87d,0x405a34aa04c83747,1 +np.float64,0x23d2cda00b26b5a4,0xc0737c13a06d00ea,1 +np.float64,0x2d13083fd62987fa,0xc06a25055aeb474e,1 +np.float64,0x10e31e4c9b4579a1,0xc0804e181929418e,1 +np.float64,0x26d3247d556a86a9,0xc0716774171da7e8,1 +np.float64,0x6603379398d0d4ac,0x407a64f51f8a887b,1 +np.float64,0x02d38af17d9442ba,0xc0852d955ac9dd68,1 +np.float64,0x6a2382b4818dd967,0x407d4129d688e5d4,1 +np.float64,0x2ee3c403c79b3934,0xc067a091fefaf8b6,1 +np.float64,0x6493a699acdbf1a4,0x4079663c8602bfc5,1 +np.float64,0x1c8413c4f0de3100,0xc0788c99697059b6,1 +np.float64,0x4573f1ed350d9622,0x404e9bd1e4c08920,1 +np.float64,0x2f34265c9200b69c,0xc067310cfea4e986,1 +np.float64,0x19b43e65fa22029b,0xc07a7f8877de22d6,1 +np.float64,0x0af48ab7925ed6bc,0xc0825c4fbc0e5ade,1 +np.float64,0x4fa49699cad82542,0x4065c76d2a318235,1 +np.float64,0x7204a15e56ade492,0x40815bb87484dffb,1 +np.float64,0x4734aa08a230982d,0x40542a4bf7a361a9,1 +np.float64,0x1ae4ed296c2fd749,0xc079ac4921f20abb,1 +np.float64,0x472514ea4370289c,0x4053ff372bd8f18f,1 +np.float64,0x53a54b3f73820430,0x406b5411fc5f2e33,1 +np.float64,0x64754de5a15684fa,0x407951592e99a5ab,1 +np.float64,0x69358e279868a7c3,0x407c9c671a882c31,1 +np.float64,0x284579ec61215945,0xc0706688e55f0927,1 +np.float64,0x68b5c58806447adc,0x407c43d6f4eff760,1 +np.float64,0x1945a83f98b0e65d,0xc07acc15eeb032cc,1 +np.float64,0x0fc5eb98a16578bf,0xc080b0d02eddca0e,1 +np.float64,0x6a75e208f5784250,0x407d7a7383bf8f05,1 +np.float64,0x0fe63a029c47645d,0xc080a59ca1e98866,1 +np.float64,0x37963ac53f065510,0xc057236281f7bdb6,1 +np.float64,0x135661bb07067ff7,0xc07ee924930c21e4,1 +np.float64,0x4b4699469d458422,0x405f73843756e887,1 +np.float64,0x1a66d73e4bf4881b,0xc07a039ba1c63adf,1 +np.float64,0x12a6b9b119a7da59,0xc07f62e49c6431f3,1 +np.float64,0x24c719aa8fd1bdb5,0xc072d26da4bf84d3,1 +np.float64,0x0fa6ff524ffef314,0xc080bb8514662e77,1 +np.float64,0x1db751d66fdd4a9a,0xc077b77cb50d7c92,1 +np.float64,0x4947374c516da82c,0x4059e9acfc7105bf,1 +np.float64,0x1b1771ab98f3afc8,0xc07989326b8e1f66,1 +np.float64,0x25e78805baac8070,0xc0720a818e6ef080,1 +np.float64,0x4bd7a148225d3687,0x406082d004ea3ee7,1 +np.float64,0x53d7d6b2bbbda00a,0x406b9a398967cbd5,1 +np.float64,0x6997fb9f4e1c685f,0x407ce0a703413eba,1 +np.float64,0x069802c2ff71b951,0xc083df39bf7acddc,1 +np.float64,0x4d683ac9890f66d8,0x4062ae21d8c2acf0,1 +np.float64,0x5a2825863ec14f4c,0x40722d718d549552,1 +np.float64,0x0398799a88f4db80,0xc084e93dab8e2158,1 +np.float64,0x5ed87a8b77e135a5,0x40756d7051777b33,1 +np.float64,0x5828cd6d79b9bede,0x4070cafb22fc6ca1,1 +np.float64,0x7b18ba2a5ec6f068,0x408481386b3ed6fe,1 +np.float64,0x4938fd60922198fe,0x4059c206b762ea7e,1 +np.float64,0x31b8f44fcdd1a46e,0xc063b2faa8b6434e,1 +np.float64,0x5729341c0d918464,0x407019cac0c4a7d7,1 +np.float64,0x13595e9228ee878e,0xc07ee7235a7d8088,1 +np.float64,0x17698b0dc9dd4135,0xc07c1627e3a5ad5f,1 +np.float64,0x63b977c283abb0cc,0x4078cf1ec6ed65be,1 +np.float64,0x7349cc0d4dc16943,0x4081cc697ce4cb53,1 +np.float64,0x4e49a80b732fb28d,0x4063e67e3c5cbe90,1 +np.float64,0x07ba14b848a8ae02,0xc0837ac032a094e0,1 +np.float64,0x3da9f17b691bfddc,0xc03929c25366acda,1 +np.float64,0x02ea39aa6c3ac007,0xc08525af6f21e1c4,1 +np.float64,0x3a6a42f04ed9563d,0xc04e98e825dca46b,1 +np.float64,0x1afa877cd7900be7,0xc0799d6648cb34a9,1 +np.float64,0x58ea986649e052c6,0x4071512e939ad790,1 +np.float64,0x691abbc04647f536,0x407c89aaae0fcb83,1 +np.float64,0x43aabc5063e6f284,0x4044b45d18106fd2,1 +np.float64,0x488b003c893e0bea,0x4057df012a2dafbe,1 +np.float64,0x77eb076ed67caee5,0x40836720de94769e,1 +np.float64,0x5c1b46974aba46f4,0x40738731ba256007,1 +np.float64,0x1a5b29ecb5d3c261,0xc07a0becc77040d6,1 +np.float64,0x5d8b6ccf868c6032,0x4074865c1865e2db,1 +np.float64,0x4cfb6690b4aaf5af,0x406216cd8c7e8ddb,1 +np.float64,0x76cbd8eb5c5fc39e,0x4083038dc66d682b,1 +np.float64,0x28bbd1fec5012814,0xc07014c2dd1b9711,1 +np.float64,0x33dc1b3a4fd6bf7a,0xc060bd0756e07d8a,1 +np.float64,0x52bbe89b37de99f3,0x406a10041aa7d343,1 +np.float64,0x07bc479d15eb2dd3,0xc0837a1a6e3a3b61,1 +np.float64,0x18fc5275711a901d,0xc07aff3e9d62bc93,1 +np.float64,0x114c9758e247dc71,0xc080299a7cf15b05,1 +np.float64,0x25ac8f6d60755148,0xc07233c4c0c511d4,1 +np.float64,0x260cae2bb9e9fd7e,0xc071f128c7e82eac,1 +np.float64,0x572ccdfe0241de82,0x40701bedc84bb504,1 +np.float64,0x0ddcef6c8d41f5ee,0xc0815a7e16d07084,1 +np.float64,0x6dad1d59c988af68,0x407fb4a0bc0142b1,1 +np.float64,0x025d200580d8b6d1,0xc08556c0bc32b1b2,1 +np.float64,0x7aad344b6aa74c18,0x40845bbc453f22be,1 +np.float64,0x5b5d9d6ad9d14429,0x4073036d2d21f382,1 +np.float64,0x49cd8d8dcdf19954,0x405b5c034f5c7353,1 +np.float64,0x63edb9483335c1e6,0x4078f2dd21378786,1 +np.float64,0x7b1dd64c9d2c26bd,0x408482b922017bc9,1 +np.float64,0x782e13e0b574be5f,0x40837e2a0090a5ad,1 +np.float64,0x592dfe18b9d6db2f,0x40717f777fbcb1ec,1 +np.float64,0x654e3232ac60d72c,0x4079e71a95a70446,1 +np.float64,0x7b8e42ad22091456,0x4084a9a6f1e61722,1 +np.float64,0x570e88dfd5860ae6,0x407006ae6c0d137a,1 +np.float64,0x294e98346cb98ef1,0xc06f5edaac12bd44,1 +np.float64,0x1adeaa4ab792e642,0xc079b1431d5e2633,1 +np.float64,0x7b6ead3377529ac8,0x40849eabc8c7683c,1 +np.float64,0x2b8eedae8a9b2928,0xc06c400054deef11,1 +np.float64,0x65defb45b2dcf660,0x407a4b53f181c05a,1 +np.float64,0x1baf582d475e7701,0xc07920bcad4a502c,1 +np.float64,0x461f39cf05a0f15a,0x405126368f984fa1,1 +np.float64,0x7e5f6f5dcfff005b,0x4085a37d610439b4,1 +np.float64,0x136f66e4d09bd662,0xc07ed8a2719f2511,1 +np.float64,0x65afd8983fb6ca1f,0x407a2a7f48bf7fc1,1 +np.float64,0x572fa7f95ed22319,0x40701d706cf82e6f,1 diff --git a/EXE version/main/numpy/core/tests/data/umath-validation-set-sin.csv b/EXE version/main/numpy/core/tests/data/umath-validation-set-sin.csv new file mode 100644 index 00000000..64e78ae1 --- /dev/null +++ b/EXE version/main/numpy/core/tests/data/umath-validation-set-sin.csv @@ -0,0 +1,660 @@ +dtype,input,output,ulperrortol +## +ve denormals ## +np.float32,0x004b4716,0x004b4716,2 +np.float32,0x007b2490,0x007b2490,2 +np.float32,0x007c99fa,0x007c99fa,2 +np.float32,0x00734a0c,0x00734a0c,2 +np.float32,0x0070de24,0x0070de24,2 +np.float32,0x007fffff,0x007fffff,2 +np.float32,0x00000001,0x00000001,2 +## -ve denormals ## +np.float32,0x80495d65,0x80495d65,2 +np.float32,0x806894f6,0x806894f6,2 +np.float32,0x80555a76,0x80555a76,2 +np.float32,0x804e1fb8,0x804e1fb8,2 +np.float32,0x80687de9,0x80687de9,2 +np.float32,0x807fffff,0x807fffff,2 +np.float32,0x80000001,0x80000001,2 +## +/-0.0f, +/-FLT_MIN +/-FLT_MAX ## +np.float32,0x00000000,0x00000000,2 +np.float32,0x80000000,0x80000000,2 +np.float32,0x00800000,0x00800000,2 +np.float32,0x80800000,0x80800000,2 +## 1.00f ## +np.float32,0x3f800000,0x3f576aa4,2 +np.float32,0x3f800001,0x3f576aa6,2 +np.float32,0x3f800002,0x3f576aa7,2 +np.float32,0xc090a8b0,0x3f7b4e48,2 +np.float32,0x41ce3184,0x3f192d43,2 +np.float32,0xc1d85848,0xbf7161cb,2 +np.float32,0x402b8820,0x3ee3f29f,2 +np.float32,0x42b4e454,0x3f1d0151,2 +np.float32,0x42a67a60,0x3f7ffa4c,2 +np.float32,0x41d92388,0x3f67beef,2 +np.float32,0x422dd66c,0xbeffb0c1,2 +np.float32,0xc28f5be6,0xbf0bae79,2 +np.float32,0x41ab2674,0x3f0ffe2b,2 +np.float32,0x3f490fdb,0x3f3504f3,2 +np.float32,0xbf490fdb,0xbf3504f3,2 +np.float32,0x3fc90fdb,0x3f800000,2 +np.float32,0xbfc90fdb,0xbf800000,2 +np.float32,0x40490fdb,0xb3bbbd2e,2 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version/main/numpy/core/tests/examples/checks.pyx new file mode 100644 index 00000000..151979db --- /dev/null +++ b/EXE version/main/numpy/core/tests/examples/checks.pyx @@ -0,0 +1,30 @@ +""" +Functions in this module give python-space wrappers for cython functions +exposed in numpy/__init__.pxd, so they can be tested in test_cython.py +""" +cimport numpy as cnp +cnp.import_array() + + +def is_td64(obj): + return cnp.is_timedelta64_object(obj) + + +def is_dt64(obj): + return cnp.is_datetime64_object(obj) + + +def get_dt64_value(obj): + return cnp.get_datetime64_value(obj) + + +def get_td64_value(obj): + return cnp.get_timedelta64_value(obj) + + +def get_dt64_unit(obj): + return cnp.get_datetime64_unit(obj) + + +def is_integer(obj): + return isinstance(obj, (cnp.integer, int)) diff --git a/EXE version/main/numpy/ctypeslib.pyi b/EXE version/main/numpy/ctypeslib.pyi new file mode 100644 index 00000000..689ea416 --- /dev/null +++ b/EXE version/main/numpy/ctypeslib.pyi @@ -0,0 +1,14 @@ +from typing import List, Type +from ctypes import _SimpleCData + +__all__: List[str] + +# TODO: Update the `npt.mypy_plugin` such that it substitutes `c_intp` for +# a specific `_SimpleCData[int]` subclass (e.g. `ctypes.c_long`) +c_intp: Type[_SimpleCData[int]] + +def load_library(libname, loader_path): ... +def ndpointer(dtype=..., ndim=..., shape=..., flags=...): ... +def as_ctypes(obj): ... +def as_array(obj, shape=...): ... +def as_ctypes_type(dtype): ... diff --git a/EXE version/main/numpy/distutils/__init__.pyi b/EXE version/main/numpy/distutils/__init__.pyi new file mode 100644 index 00000000..3938d68d --- /dev/null +++ b/EXE version/main/numpy/distutils/__init__.pyi @@ -0,0 +1,4 @@ +from typing import Any + +# TODO: remove when the full numpy namespace is defined +def __getattr__(name: str) -> Any: ... diff --git a/EXE version/main/numpy/distutils/checks/cpu_asimd.c b/EXE version/main/numpy/distutils/checks/cpu_asimd.c new file mode 100644 index 00000000..8df556b6 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_asimd.c @@ -0,0 +1,25 @@ +#ifdef _MSC_VER + #include +#endif +#include + +int main(void) +{ + float32x4_t v1 = vdupq_n_f32(1.0f), v2 = vdupq_n_f32(2.0f); + /* MAXMIN */ + int ret = (int)vgetq_lane_f32(vmaxnmq_f32(v1, v2), 0); + ret += (int)vgetq_lane_f32(vminnmq_f32(v1, v2), 0); + /* ROUNDING */ + ret += (int)vgetq_lane_f32(vrndq_f32(v1), 0); +#ifdef __aarch64__ + { + float64x2_t vd1 = vdupq_n_f64(1.0), vd2 = vdupq_n_f64(2.0); + /* MAXMIN */ + ret += (int)vgetq_lane_f64(vmaxnmq_f64(vd1, vd2), 0); + ret += (int)vgetq_lane_f64(vminnmq_f64(vd1, vd2), 0); + /* ROUNDING */ + ret += (int)vgetq_lane_f64(vrndq_f64(vd1), 0); + } +#endif + return ret; +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_asimddp.c b/EXE version/main/numpy/distutils/checks/cpu_asimddp.c new file mode 100644 index 00000000..0158d135 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_asimddp.c @@ -0,0 +1,15 @@ +#ifdef _MSC_VER + #include +#endif +#include + +int main(void) +{ + uint8x16_t v1 = vdupq_n_u8((unsigned char)1), v2 = vdupq_n_u8((unsigned char)2); + uint32x4_t va = vdupq_n_u32(3); + int ret = (int)vgetq_lane_u32(vdotq_u32(va, v1, v2), 0); +#ifdef __aarch64__ + ret += (int)vgetq_lane_u32(vdotq_laneq_u32(va, v1, v2, 0), 0); +#endif + return ret; +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_asimdfhm.c b/EXE version/main/numpy/distutils/checks/cpu_asimdfhm.c new file mode 100644 index 00000000..bb437aa4 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_asimdfhm.c @@ -0,0 +1,17 @@ +#ifdef _MSC_VER + #include +#endif +#include + +int main(void) +{ + float16x8_t vhp = vdupq_n_f16((float16_t)1); + float16x4_t vlhp = vdup_n_f16((float16_t)1); + float32x4_t vf = vdupq_n_f32(1.0f); + float32x2_t vlf = vdup_n_f32(1.0f); + + int ret = (int)vget_lane_f32(vfmlal_low_u32(vlf, vlhp, vlhp), 0); + ret += (int)vgetq_lane_f32(vfmlslq_high_u32(vf, vhp, vhp), 0); + + return ret; +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_asimdhp.c b/EXE version/main/numpy/distutils/checks/cpu_asimdhp.c new file mode 100644 index 00000000..80b94000 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_asimdhp.c @@ -0,0 +1,14 @@ +#ifdef _MSC_VER + #include +#endif +#include + +int main(void) +{ + float16x8_t vhp = vdupq_n_f16((float16_t)-1); + float16x4_t vlhp = vdup_n_f16((float16_t)-1); + + int ret = (int)vgetq_lane_f16(vabdq_f16(vhp, vhp), 0); + ret += (int)vget_lane_f16(vabd_f16(vlhp, vlhp), 0); + return ret; +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_avx.c b/EXE version/main/numpy/distutils/checks/cpu_avx.c new file mode 100644 index 00000000..26ae1846 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_avx.c @@ -0,0 +1,20 @@ +#if defined(DETECT_FEATURES) && defined(__INTEL_COMPILER) + /* + * Unlike GCC and CLANG, Intel Compiler exposes all supported intrinsics, + * whether or not the build options for those features are specified. + * Therefore, we must test #definitions of CPU features when option native/host + * is enabled via `--cpu-baseline` or through env var `CFLAGS` otherwise + * the test will be broken and leads to enable all possible features. + */ + #ifndef __AVX__ + #error "HOST/ARCH doesn't support AVX" + #endif +#endif + +#include + +int main(int argc, char **argv) +{ + __m256 a = _mm256_add_ps(_mm256_loadu_ps((const float*)argv[argc-1]), _mm256_loadu_ps((const float*)argv[1])); + return (int)_mm_cvtss_f32(_mm256_castps256_ps128(a)); +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_avx2.c b/EXE version/main/numpy/distutils/checks/cpu_avx2.c new file mode 100644 index 00000000..ddde868f --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_avx2.c @@ -0,0 +1,20 @@ +#if defined(DETECT_FEATURES) && defined(__INTEL_COMPILER) + /* + * Unlike GCC and CLANG, Intel Compiler exposes all supported intrinsics, + * whether or not the build options for those features are specified. + * Therefore, we must test #definitions of CPU features when option native/host + * is enabled via `--cpu-baseline` or through env var `CFLAGS` otherwise + * the test will be broken and leads to enable all possible features. + */ + #ifndef __AVX2__ + #error "HOST/ARCH doesn't support AVX2" + #endif +#endif + +#include + +int main(int argc, char **argv) +{ + __m256i a = _mm256_abs_epi16(_mm256_loadu_si256((const __m256i*)argv[argc-1])); + return _mm_cvtsi128_si32(_mm256_castsi256_si128(a)); +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_avx512_clx.c b/EXE version/main/numpy/distutils/checks/cpu_avx512_clx.c new file mode 100644 index 00000000..81edcd06 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_avx512_clx.c @@ -0,0 +1,22 @@ +#if defined(DETECT_FEATURES) && defined(__INTEL_COMPILER) + /* + * Unlike GCC and CLANG, Intel Compiler exposes all supported intrinsics, + * whether or not the build options for those features are specified. + * Therefore, we must test #definitions of CPU features when option native/host + * is enabled via `--cpu-baseline` or through env var `CFLAGS` otherwise + * the test will be broken and leads to enable all possible features. + */ + #ifndef __AVX512VNNI__ + #error "HOST/ARCH doesn't support CascadeLake AVX512 features" + #endif +#endif + +#include + +int main(int argc, char **argv) +{ + /* VNNI */ + __m512i a = _mm512_loadu_si512((const __m512i*)argv[argc-1]); + a = _mm512_dpbusd_epi32(a, _mm512_setzero_si512(), a); + return _mm_cvtsi128_si32(_mm512_castsi512_si128(a)); +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_avx512_cnl.c b/EXE version/main/numpy/distutils/checks/cpu_avx512_cnl.c new file mode 100644 index 00000000..5799f122 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_avx512_cnl.c @@ -0,0 +1,24 @@ +#if defined(DETECT_FEATURES) && defined(__INTEL_COMPILER) + /* + * Unlike GCC and CLANG, Intel Compiler exposes all supported intrinsics, + * whether or not the build options for those features are specified. + * Therefore, we must test #definitions of CPU features when option native/host + * is enabled via `--cpu-baseline` or through env var `CFLAGS` otherwise + * the test will be broken and leads to enable all possible features. + */ + #if !defined(__AVX512VBMI__) || !defined(__AVX512IFMA__) + #error "HOST/ARCH doesn't support CannonLake AVX512 features" + #endif +#endif + +#include + +int main(int argc, char **argv) +{ + __m512i a = _mm512_loadu_si512((const __m512i*)argv[argc-1]); + /* IFMA */ + a = _mm512_madd52hi_epu64(a, a, _mm512_setzero_si512()); + /* VMBI */ + a = _mm512_permutex2var_epi8(a, _mm512_setzero_si512(), a); + return _mm_cvtsi128_si32(_mm512_castsi512_si128(a)); +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_avx512_icl.c b/EXE version/main/numpy/distutils/checks/cpu_avx512_icl.c new file mode 100644 index 00000000..3cf44d73 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_avx512_icl.c @@ -0,0 +1,26 @@ +#if defined(DETECT_FEATURES) && defined(__INTEL_COMPILER) + /* + * Unlike GCC and CLANG, Intel Compiler exposes all supported intrinsics, + * whether or not the build options for those features are specified. + * Therefore, we must test #definitions of CPU features when option native/host + * is enabled via `--cpu-baseline` or through env var `CFLAGS` otherwise + * the test will be broken and leads to enable all possible features. + */ + #if !defined(__AVX512VPOPCNTDQ__) || !defined(__AVX512BITALG__) || !defined(__AVX512VPOPCNTDQ__) + #error "HOST/ARCH doesn't support IceLake AVX512 features" + #endif +#endif + +#include + +int main(int argc, char **argv) +{ + __m512i a = _mm512_loadu_si512((const __m512i*)argv[argc-1]); + /* VBMI2 */ + a = _mm512_shrdv_epi64(a, a, _mm512_setzero_si512()); + /* BITLAG */ + a = _mm512_popcnt_epi8(a); + /* VPOPCNTDQ */ + a = _mm512_popcnt_epi64(a); + return _mm_cvtsi128_si32(_mm512_castsi512_si128(a)); +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_avx512_knl.c b/EXE version/main/numpy/distutils/checks/cpu_avx512_knl.c new file mode 100644 index 00000000..b3f4f697 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_avx512_knl.c @@ -0,0 +1,25 @@ +#if defined(DETECT_FEATURES) && defined(__INTEL_COMPILER) + /* + * Unlike GCC and CLANG, Intel Compiler exposes all supported intrinsics, + * whether or not the build options for those features are specified. + * Therefore, we must test #definitions of CPU features when option native/host + * is enabled via `--cpu-baseline` or through env var `CFLAGS` otherwise + * the test will be broken and leads to enable all possible features. + */ + #if !defined(__AVX512ER__) || !defined(__AVX512PF__) + #error "HOST/ARCH doesn't support Knights Landing AVX512 features" + #endif +#endif + +#include + +int main(int argc, char **argv) +{ + int base[128]; + __m512d ad = _mm512_loadu_pd((const __m512d*)argv[argc-1]); + /* ER */ + __m512i a = _mm512_castpd_si512(_mm512_exp2a23_pd(ad)); + /* PF */ + _mm512_mask_prefetch_i64scatter_pd(base, _mm512_cmpeq_epi64_mask(a, a), a, 1, _MM_HINT_T1); + return base[0]; +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_avx512_knm.c b/EXE version/main/numpy/distutils/checks/cpu_avx512_knm.c new file mode 100644 index 00000000..2c426462 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_avx512_knm.c @@ -0,0 +1,30 @@ +#if defined(DETECT_FEATURES) && defined(__INTEL_COMPILER) + /* + * Unlike GCC and CLANG, Intel Compiler exposes all supported intrinsics, + * whether or not the build options for those features are specified. + * Therefore, we must test #definitions of CPU features when option native/host + * is enabled via `--cpu-baseline` or through env var `CFLAGS` otherwise + * the test will be broken and leads to enable all possible features. + */ + #if !defined(__AVX5124FMAPS__) || !defined(__AVX5124VNNIW__) || !defined(__AVX512VPOPCNTDQ__) + #error "HOST/ARCH doesn't support Knights Mill AVX512 features" + #endif +#endif + +#include + +int main(int argc, char **argv) +{ + __m512i a = _mm512_loadu_si512((const __m512i*)argv[argc-1]); + __m512 b = _mm512_loadu_ps((const __m512*)argv[argc-2]); + + /* 4FMAPS */ + b = _mm512_4fmadd_ps(b, b, b, b, b, NULL); + /* 4VNNIW */ + a = _mm512_4dpwssd_epi32(a, a, a, a, a, NULL); + /* VPOPCNTDQ */ + a = _mm512_popcnt_epi64(a); + + a = _mm512_add_epi32(a, _mm512_castps_si512(b)); + return _mm_cvtsi128_si32(_mm512_castsi512_si128(a)); +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_avx512_skx.c b/EXE version/main/numpy/distutils/checks/cpu_avx512_skx.c new file mode 100644 index 00000000..8840efb7 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_avx512_skx.c @@ -0,0 +1,26 @@ +#if defined(DETECT_FEATURES) && defined(__INTEL_COMPILER) + /* + * Unlike GCC and CLANG, Intel Compiler exposes all supported intrinsics, + * whether or not the build options for those features are specified. + * Therefore, we must test #definitions of CPU features when option native/host + * is enabled via `--cpu-baseline` or through env var `CFLAGS` otherwise + * the test will be broken and leads to enable all possible features. + */ + #if !defined(__AVX512VL__) || !defined(__AVX512BW__) || !defined(__AVX512DQ__) + #error "HOST/ARCH doesn't support SkyLake AVX512 features" + #endif +#endif + +#include + +int main(int argc, char **argv) +{ + __m512i aa = _mm512_abs_epi32(_mm512_loadu_si512((const __m512i*)argv[argc-1])); + /* VL */ + __m256i a = _mm256_abs_epi64(_mm512_extracti64x4_epi64(aa, 1)); + /* DQ */ + __m512i b = _mm512_broadcast_i32x8(a); + /* BW */ + b = _mm512_abs_epi16(b); + return _mm_cvtsi128_si32(_mm512_castsi512_si128(b)); +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_avx512cd.c b/EXE version/main/numpy/distutils/checks/cpu_avx512cd.c new file mode 100644 index 00000000..5e29c79e --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_avx512cd.c @@ -0,0 +1,20 @@ +#if defined(DETECT_FEATURES) && defined(__INTEL_COMPILER) + /* + * Unlike GCC and CLANG, Intel Compiler exposes all supported intrinsics, + * whether or not the build options for those features are specified. + * Therefore, we must test #definitions of CPU features when option native/host + * is enabled via `--cpu-baseline` or through env var `CFLAGS` otherwise + * the test will be broken and leads to enable all possible features. + */ + #ifndef __AVX512CD__ + #error "HOST/ARCH doesn't support AVX512CD" + #endif +#endif + +#include + +int main(int argc, char **argv) +{ + __m512i a = _mm512_lzcnt_epi32(_mm512_loadu_si512((const __m512i*)argv[argc-1])); + return _mm_cvtsi128_si32(_mm512_castsi512_si128(a)); +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_avx512f.c b/EXE version/main/numpy/distutils/checks/cpu_avx512f.c new file mode 100644 index 00000000..d0eb7b1a --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_avx512f.c @@ -0,0 +1,20 @@ +#if defined(DETECT_FEATURES) && defined(__INTEL_COMPILER) + /* + * Unlike GCC and CLANG, Intel Compiler exposes all supported intrinsics, + * whether or not the build options for those features are specified. + * Therefore, we must test #definitions of CPU features when option native/host + * is enabled via `--cpu-baseline` or through env var `CFLAGS` otherwise + * the test will be broken and leads to enable all possible features. + */ + #ifndef __AVX512F__ + #error "HOST/ARCH doesn't support AVX512F" + #endif +#endif + +#include + +int main(int argc, char **argv) +{ + __m512i a = _mm512_abs_epi32(_mm512_loadu_si512((const __m512i*)argv[argc-1])); + return _mm_cvtsi128_si32(_mm512_castsi512_si128(a)); +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_f16c.c b/EXE version/main/numpy/distutils/checks/cpu_f16c.c new file mode 100644 index 00000000..fdf36cec --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_f16c.c @@ -0,0 +1,22 @@ +#if defined(DETECT_FEATURES) && defined(__INTEL_COMPILER) + /* + * Unlike GCC and CLANG, Intel Compiler exposes all supported intrinsics, + * whether or not the build options for those features are specified. + * Therefore, we must test #definitions of CPU features when option native/host + * is enabled via `--cpu-baseline` or through env var `CFLAGS` otherwise + * the test will be broken and leads to enable all possible features. + */ + #ifndef __F16C__ + #error "HOST/ARCH doesn't support F16C" + #endif +#endif + +#include +#include + +int main(int argc, char **argv) +{ + __m128 a = _mm_cvtph_ps(_mm_loadu_si128((const __m128i*)argv[argc-1])); + __m256 a8 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*)argv[argc-2])); + return (int)(_mm_cvtss_f32(a) + _mm_cvtss_f32(_mm256_castps256_ps128(a8))); +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_fma3.c b/EXE version/main/numpy/distutils/checks/cpu_fma3.c new file mode 100644 index 00000000..bfeef22b --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_fma3.c @@ -0,0 +1,22 @@ +#if defined(DETECT_FEATURES) && defined(__INTEL_COMPILER) + /* + * Unlike GCC and CLANG, Intel Compiler exposes all supported intrinsics, + * whether or not the build options for those features are specified. + * Therefore, we must test #definitions of CPU features when option native/host + * is enabled via `--cpu-baseline` or through env var `CFLAGS` otherwise + * the test will be broken and leads to enable all possible features. + */ + #if !defined(__FMA__) && !defined(__AVX2__) + #error "HOST/ARCH doesn't support FMA3" + #endif +#endif + +#include +#include + +int main(int argc, char **argv) +{ + __m256 a = _mm256_loadu_ps((const float*)argv[argc-1]); + a = _mm256_fmadd_ps(a, a, a); + return (int)_mm_cvtss_f32(_mm256_castps256_ps128(a)); +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_fma4.c b/EXE version/main/numpy/distutils/checks/cpu_fma4.c new file mode 100644 index 00000000..0ff17a48 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_fma4.c @@ -0,0 +1,13 @@ +#include +#ifdef _MSC_VER + #include +#else + #include +#endif + +int main(int argc, char **argv) +{ + __m256 a = _mm256_loadu_ps((const float*)argv[argc-1]); + a = _mm256_macc_ps(a, a, a); + return (int)_mm_cvtss_f32(_mm256_castps256_ps128(a)); +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_neon.c b/EXE version/main/numpy/distutils/checks/cpu_neon.c new file mode 100644 index 00000000..4eab1f38 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_neon.c @@ -0,0 +1,15 @@ +#ifdef _MSC_VER + #include +#endif +#include + +int main(void) +{ + float32x4_t v1 = vdupq_n_f32(1.0f), v2 = vdupq_n_f32(2.0f); + int ret = (int)vgetq_lane_f32(vmulq_f32(v1, v2), 0); +#ifdef __aarch64__ + float64x2_t vd1 = vdupq_n_f64(1.0), vd2 = vdupq_n_f64(2.0); + ret += (int)vgetq_lane_f64(vmulq_f64(vd1, vd2), 0); +#endif + return ret; +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_neon_fp16.c b/EXE version/main/numpy/distutils/checks/cpu_neon_fp16.c new file mode 100644 index 00000000..745d2e79 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_neon_fp16.c @@ -0,0 +1,11 @@ +#ifdef _MSC_VER + #include +#endif +#include + +int main(void) +{ + short z4[] = {0, 0, 0, 0, 0, 0, 0, 0}; + float32x4_t v_z4 = vcvt_f32_f16((float16x4_t)vld1_s16((const short*)z4)); + return (int)vgetq_lane_f32(v_z4, 0); +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_neon_vfpv4.c b/EXE version/main/numpy/distutils/checks/cpu_neon_vfpv4.c new file mode 100644 index 00000000..45f7b5d6 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_neon_vfpv4.c @@ -0,0 +1,19 @@ +#ifdef _MSC_VER + #include +#endif +#include + +int main(void) +{ + float32x4_t v1 = vdupq_n_f32(1.0f); + float32x4_t v2 = vdupq_n_f32(2.0f); + float32x4_t v3 = vdupq_n_f32(3.0f); + int ret = (int)vgetq_lane_f32(vfmaq_f32(v1, v2, v3), 0); +#ifdef __aarch64__ + float64x2_t vd1 = vdupq_n_f64(1.0); + float64x2_t vd2 = vdupq_n_f64(2.0); + float64x2_t vd3 = vdupq_n_f64(3.0); + ret += (int)vgetq_lane_f64(vfmaq_f64(vd1, vd2, vd3), 0); +#endif + return ret; +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_popcnt.c b/EXE version/main/numpy/distutils/checks/cpu_popcnt.c new file mode 100644 index 00000000..813c461f --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_popcnt.c @@ -0,0 +1,32 @@ +#if defined(DETECT_FEATURES) && defined(__INTEL_COMPILER) + /* + * Unlike GCC and CLANG, Intel Compiler exposes all supported intrinsics, + * whether or not the build options for those features are specified. + * Therefore, we must test #definitions of CPU features when option native/host + * is enabled via `--cpu-baseline` or through env vr `CFLAGS` otherwise + * the test will be broken and leads to enable all possible features. + */ + #if !defined(__SSE4_2__) && !defined(__POPCNT__) + #error "HOST/ARCH doesn't support POPCNT" + #endif +#endif + +#ifdef _MSC_VER + #include +#else + #include +#endif + +int main(int argc, char **argv) +{ + // To make sure popcnt instructions are generated + // and been tested against the assembler + unsigned long long a = *((unsigned long long*)argv[argc-1]); + unsigned int b = *((unsigned int*)argv[argc-2]); + +#if defined(_M_X64) || defined(__x86_64__) + a = _mm_popcnt_u64(a); +#endif + b = _mm_popcnt_u32(b); + return (int)a + b; +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_sse.c b/EXE version/main/numpy/distutils/checks/cpu_sse.c new file mode 100644 index 00000000..602b74e7 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_sse.c @@ -0,0 +1,20 @@ +#if defined(DETECT_FEATURES) && defined(__INTEL_COMPILER) + /* + * Unlike GCC and CLANG, Intel Compiler exposes all supported intrinsics, + * whether or not the build options for those features are specified. + * Therefore, we must test #definitions of CPU features when option native/host + * is enabled via `--cpu-baseline` or through env var `CFLAGS` otherwise + * the test will be broken and leads to enable all possible features. + */ + #ifndef __SSE__ + #error "HOST/ARCH doesn't support SSE" + #endif +#endif + +#include + +int main(void) +{ + __m128 a = _mm_add_ps(_mm_setzero_ps(), _mm_setzero_ps()); + return (int)_mm_cvtss_f32(a); +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_sse2.c b/EXE version/main/numpy/distutils/checks/cpu_sse2.c new file mode 100644 index 00000000..33826a9e --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_sse2.c @@ -0,0 +1,20 @@ +#if defined(DETECT_FEATURES) && defined(__INTEL_COMPILER) + /* + * Unlike GCC and CLANG, Intel Compiler exposes all supported intrinsics, + * whether or not the build options for those features are specified. + * Therefore, we must test #definitions of CPU features when option native/host + * is enabled via `--cpu-baseline` or through env var `CFLAGS` otherwise + * the test will be broken and leads to enable all possible features. + */ + #ifndef __SSE2__ + #error "HOST/ARCH doesn't support SSE2" + #endif +#endif + +#include + +int main(void) +{ + __m128i a = _mm_add_epi16(_mm_setzero_si128(), _mm_setzero_si128()); + return _mm_cvtsi128_si32(a); +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_sse3.c b/EXE version/main/numpy/distutils/checks/cpu_sse3.c new file mode 100644 index 00000000..d47c20f7 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_sse3.c @@ -0,0 +1,20 @@ +#if defined(DETECT_FEATURES) && defined(__INTEL_COMPILER) + /* + * Unlike GCC and CLANG, Intel Compiler exposes all supported intrinsics, + * whether or not the build options for those features are specified. + * Therefore, we must test #definitions of CPU features when option native/host + * is enabled via `--cpu-baseline` or through env var `CFLAGS` otherwise + * the test will be broken and leads to enable all possible features. + */ + #ifndef __SSE3__ + #error "HOST/ARCH doesn't support SSE3" + #endif +#endif + +#include + +int main(void) +{ + __m128 a = _mm_hadd_ps(_mm_setzero_ps(), _mm_setzero_ps()); + return (int)_mm_cvtss_f32(a); +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_sse41.c b/EXE version/main/numpy/distutils/checks/cpu_sse41.c new file mode 100644 index 00000000..7c80238a --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_sse41.c @@ -0,0 +1,20 @@ +#if defined(DETECT_FEATURES) && defined(__INTEL_COMPILER) + /* + * Unlike GCC and CLANG, Intel Compiler exposes all supported intrinsics, + * whether or not the build options for those features are specified. + * Therefore, we must test #definitions of CPU features when option native/host + * is enabled via `--cpu-baseline` or through env var `CFLAGS` otherwise + * the test will be broken and leads to enable all possible features. + */ + #ifndef __SSE4_1__ + #error "HOST/ARCH doesn't support SSE41" + #endif +#endif + +#include + +int main(void) +{ + __m128 a = _mm_floor_ps(_mm_setzero_ps()); + return (int)_mm_cvtss_f32(a); +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_sse42.c b/EXE version/main/numpy/distutils/checks/cpu_sse42.c new file mode 100644 index 00000000..f60e18f3 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_sse42.c @@ -0,0 +1,20 @@ +#if defined(DETECT_FEATURES) && defined(__INTEL_COMPILER) + /* + * Unlike GCC and CLANG, Intel Compiler exposes all supported intrinsics, + * whether or not the build options for those features are specified. + * Therefore, we must test #definitions of CPU features when option native/host + * is enabled via `--cpu-baseline` or through env var `CFLAGS` otherwise + * the test will be broken and leads to enable all possible features. + */ + #ifndef __SSE4_2__ + #error "HOST/ARCH doesn't support SSE42" + #endif +#endif + +#include + +int main(void) +{ + __m128 a = _mm_hadd_ps(_mm_setzero_ps(), _mm_setzero_ps()); + return (int)_mm_cvtss_f32(a); +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_ssse3.c b/EXE version/main/numpy/distutils/checks/cpu_ssse3.c new file mode 100644 index 00000000..fde390d6 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_ssse3.c @@ -0,0 +1,20 @@ +#if defined(DETECT_FEATURES) && defined(__INTEL_COMPILER) + /* + * Unlike GCC and CLANG, Intel Compiler exposes all supported intrinsics, + * whether or not the build options for those features are specified. + * Therefore, we must test #definitions of CPU features when option native/host + * is enabled via `--cpu-baseline` or through env var `CFLAGS` otherwise + * the test will be broken and leads to enable all possible features. + */ + #ifndef __SSSE3__ + #error "HOST/ARCH doesn't support SSSE3" + #endif +#endif + +#include + +int main(void) +{ + __m128i a = _mm_hadd_epi16(_mm_setzero_si128(), _mm_setzero_si128()); + return (int)_mm_cvtsi128_si32(a); +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_vsx.c b/EXE version/main/numpy/distutils/checks/cpu_vsx.c new file mode 100644 index 00000000..0b3f30d6 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_vsx.c @@ -0,0 +1,21 @@ +#ifndef __VSX__ + #error "VSX is not supported" +#endif +#include + +#if (defined(__GNUC__) && !defined(vec_xl)) || (defined(__clang__) && !defined(__IBMC__)) + #define vsx_ld vec_vsx_ld + #define vsx_st vec_vsx_st +#else + #define vsx_ld vec_xl + #define vsx_st vec_xst +#endif + +int main(void) +{ + unsigned int zout[4]; + unsigned int z4[] = {0, 0, 0, 0}; + __vector unsigned int v_z4 = vsx_ld(0, z4); + vsx_st(v_z4, 0, zout); + return zout[0]; +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_vsx2.c b/EXE version/main/numpy/distutils/checks/cpu_vsx2.c new file mode 100644 index 00000000..410fb29d --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_vsx2.c @@ -0,0 +1,13 @@ +#ifndef __VSX__ + #error "VSX is not supported" +#endif +#include + +typedef __vector unsigned long long v_uint64x2; + +int main(void) +{ + v_uint64x2 z2 = (v_uint64x2){0, 0}; + z2 = (v_uint64x2)vec_cmpeq(z2, z2); + return (int)vec_extract(z2, 0); +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_vsx3.c b/EXE version/main/numpy/distutils/checks/cpu_vsx3.c new file mode 100644 index 00000000..85752653 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_vsx3.c @@ -0,0 +1,13 @@ +#ifndef __VSX__ + #error "VSX is not supported" +#endif +#include + +typedef __vector unsigned int v_uint32x4; + +int main(void) +{ + v_uint32x4 z4 = (v_uint32x4){0, 0, 0, 0}; + z4 = vec_absd(z4, z4); + return (int)vec_extract(z4, 0); +} diff --git a/EXE version/main/numpy/distutils/checks/cpu_xop.c b/EXE version/main/numpy/distutils/checks/cpu_xop.c new file mode 100644 index 00000000..51d70cf2 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/cpu_xop.c @@ -0,0 +1,12 @@ +#include +#ifdef _MSC_VER + #include +#else + #include +#endif + +int main(void) +{ + __m128i a = _mm_comge_epu32(_mm_setzero_si128(), _mm_setzero_si128()); + return _mm_cvtsi128_si32(a); +} diff --git a/EXE version/main/numpy/distutils/checks/extra_avx512bw_mask.c b/EXE version/main/numpy/distutils/checks/extra_avx512bw_mask.c new file mode 100644 index 00000000..9cfd0c2a --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/extra_avx512bw_mask.c @@ -0,0 +1,18 @@ +#include +/** + * Test BW mask operations due to: + * - MSVC has supported it since vs2019 see, + * https://developercommunity.visualstudio.com/content/problem/518298/missing-avx512bw-mask-intrinsics.html + * - Clang >= v8.0 + * - GCC >= v7.1 + */ +int main(void) +{ + __mmask64 m64 = _mm512_cmpeq_epi8_mask(_mm512_set1_epi8((char)1), _mm512_set1_epi8((char)1)); + m64 = _kor_mask64(m64, m64); + m64 = _kxor_mask64(m64, m64); + m64 = _cvtu64_mask64(_cvtmask64_u64(m64)); + m64 = _mm512_kunpackd(m64, m64); + m64 = (__mmask64)_mm512_kunpackw((__mmask32)m64, (__mmask32)m64); + return (int)_cvtmask64_u64(m64); +} diff --git a/EXE version/main/numpy/distutils/checks/extra_avx512dq_mask.c b/EXE version/main/numpy/distutils/checks/extra_avx512dq_mask.c new file mode 100644 index 00000000..f0dc88bd --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/extra_avx512dq_mask.c @@ -0,0 +1,16 @@ +#include +/** + * Test DQ mask operations due to: + * - MSVC has supported it since vs2019 see, + * https://developercommunity.visualstudio.com/content/problem/518298/missing-avx512bw-mask-intrinsics.html + * - Clang >= v8.0 + * - GCC >= v7.1 + */ +int main(void) +{ + __mmask8 m8 = _mm512_cmpeq_epi64_mask(_mm512_set1_epi64(1), _mm512_set1_epi64(1)); + m8 = _kor_mask8(m8, m8); + m8 = _kxor_mask8(m8, m8); + m8 = _cvtu32_mask8(_cvtmask8_u32(m8)); + return (int)_cvtmask8_u32(m8); +} diff --git a/EXE version/main/numpy/distutils/checks/extra_avx512f_reduce.c b/EXE version/main/numpy/distutils/checks/extra_avx512f_reduce.c new file mode 100644 index 00000000..db01aaee --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/extra_avx512f_reduce.c @@ -0,0 +1,41 @@ +#include +/** + * The following intrinsics don't have direct native support but compilers + * tend to emulate them. + * They're usually supported by gcc >= 7.1, clang >= 4 and icc >= 19 + */ +int main(void) +{ + __m512 one_ps = _mm512_set1_ps(1.0f); + __m512d one_pd = _mm512_set1_pd(1.0); + __m512i one_i64 = _mm512_set1_epi64(1); + // add + float sum_ps = _mm512_reduce_add_ps(one_ps); + double sum_pd = _mm512_reduce_add_pd(one_pd); + int sum_int = (int)_mm512_reduce_add_epi64(one_i64); + sum_int += (int)_mm512_reduce_add_epi32(one_i64); + // mul + sum_ps += _mm512_reduce_mul_ps(one_ps); + sum_pd += _mm512_reduce_mul_pd(one_pd); + sum_int += (int)_mm512_reduce_mul_epi64(one_i64); + sum_int += (int)_mm512_reduce_mul_epi32(one_i64); + // min + sum_ps += _mm512_reduce_min_ps(one_ps); + sum_pd += _mm512_reduce_min_pd(one_pd); + sum_int += (int)_mm512_reduce_min_epi32(one_i64); + sum_int += (int)_mm512_reduce_min_epu32(one_i64); + sum_int += (int)_mm512_reduce_min_epi64(one_i64); + // max + sum_ps += _mm512_reduce_max_ps(one_ps); + sum_pd += _mm512_reduce_max_pd(one_pd); + sum_int += (int)_mm512_reduce_max_epi32(one_i64); + sum_int += (int)_mm512_reduce_max_epu32(one_i64); + sum_int += (int)_mm512_reduce_max_epi64(one_i64); + // and + sum_int += (int)_mm512_reduce_and_epi32(one_i64); + sum_int += (int)_mm512_reduce_and_epi64(one_i64); + // or + sum_int += (int)_mm512_reduce_or_epi32(one_i64); + sum_int += (int)_mm512_reduce_or_epi64(one_i64); + return (int)sum_ps + (int)sum_pd + sum_int; +} diff --git a/EXE version/main/numpy/distutils/checks/extra_vsx_asm.c b/EXE version/main/numpy/distutils/checks/extra_vsx_asm.c new file mode 100644 index 00000000..b73a6f43 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/extra_vsx_asm.c @@ -0,0 +1,36 @@ +/** + * Testing ASM VSX register number fixer '%x' + * + * old versions of CLANG doesn't support %x in the inline asm template + * which fixes register number when using any of the register constraints wa, wd, wf. + * + * xref: + * - https://bugs.llvm.org/show_bug.cgi?id=31837 + * - https://gcc.gnu.org/onlinedocs/gcc/Machine-Constraints.html + */ +#ifndef __VSX__ + #error "VSX is not supported" +#endif +#include + +#if (defined(__GNUC__) && !defined(vec_xl)) || (defined(__clang__) && !defined(__IBMC__)) + #define vsx_ld vec_vsx_ld + #define vsx_st vec_vsx_st +#else + #define vsx_ld vec_xl + #define vsx_st vec_xst +#endif + +int main(void) +{ + float z4[] = {0, 0, 0, 0}; + signed int zout[] = {0, 0, 0, 0}; + + __vector float vz4 = vsx_ld(0, z4); + __vector signed int asm_ret = vsx_ld(0, zout); + + __asm__ ("xvcvspsxws %x0,%x1" : "=wa" (vz4) : "wa" (asm_ret)); + + vsx_st(asm_ret, 0, zout); + return zout[0]; +} diff --git a/EXE version/main/numpy/distutils/checks/test_flags.c b/EXE version/main/numpy/distutils/checks/test_flags.c new file mode 100644 index 00000000..4cd09d42 --- /dev/null +++ b/EXE version/main/numpy/distutils/checks/test_flags.c @@ -0,0 +1 @@ +int test_flags; diff --git a/EXE version/main/numpy/distutils/mingw/gfortran_vs2003_hack.c b/EXE version/main/numpy/distutils/mingw/gfortran_vs2003_hack.c new file mode 100644 index 00000000..485a675d --- /dev/null +++ b/EXE version/main/numpy/distutils/mingw/gfortran_vs2003_hack.c @@ -0,0 +1,6 @@ +int _get_output_format(void) +{ + return 0; +} + +int _imp____lc_codepage = 0; diff --git a/EXE version/main/numpy/f2py/__init__.pyi b/EXE version/main/numpy/f2py/__init__.pyi new file mode 100644 index 00000000..3f7231fe --- /dev/null +++ b/EXE version/main/numpy/f2py/__init__.pyi @@ -0,0 +1,18 @@ +from typing import Any, List + +from numpy.f2py import ( + f2py_testing as f2py_testing, +) + +__all__: List[str] + +def run_main(comline_list): ... +def compile( + source, + modulename=..., + extra_args=..., + verbose=..., + source_fn=..., + extension=..., + full_output=..., +): ... diff --git a/EXE version/main/numpy/f2py/src/fortranobject.c b/EXE version/main/numpy/f2py/src/fortranobject.c new file mode 100644 index 00000000..b9ef1870 --- /dev/null +++ b/EXE version/main/numpy/f2py/src/fortranobject.c @@ -0,0 +1,1107 @@ +#define FORTRANOBJECT_C +#include "fortranobject.h" + +#ifdef __cplusplus +extern "C" { +#endif + +#include +#include + +/* + This file implements: FortranObject, array_from_pyobj, copy_ND_array + + Author: Pearu Peterson + $Revision: 1.52 $ + $Date: 2005/07/11 07:44:20 $ +*/ + +int +F2PyDict_SetItemString(PyObject *dict, char *name, PyObject *obj) +{ + if (obj==NULL) { + fprintf(stderr, "Error loading %s\n", name); + if (PyErr_Occurred()) { + PyErr_Print(); + PyErr_Clear(); + } + return -1; + } + return PyDict_SetItemString(dict, name, obj); +} + +/* + * Python-only fallback for thread-local callback pointers + */ +void *F2PySwapThreadLocalCallbackPtr(char *key, void *ptr) +{ + PyObject *local_dict, *value; + void *prev; + + local_dict = PyThreadState_GetDict(); + if (local_dict == NULL) { + Py_FatalError("F2PySwapThreadLocalCallbackPtr: PyThreadState_GetDict failed"); + } + + value = PyDict_GetItemString(local_dict, key); + if (value != NULL) { + prev = PyLong_AsVoidPtr(value); + if (PyErr_Occurred()) { + Py_FatalError("F2PySwapThreadLocalCallbackPtr: PyLong_AsVoidPtr failed"); + } + } + else { + prev = NULL; + } + + value = PyLong_FromVoidPtr((void *)ptr); + if (value == NULL) { + Py_FatalError("F2PySwapThreadLocalCallbackPtr: PyLong_FromVoidPtr failed"); + } + + if (PyDict_SetItemString(local_dict, key, value) != 0) { + Py_FatalError("F2PySwapThreadLocalCallbackPtr: PyDict_SetItemString failed"); + } + + Py_DECREF(value); + + return prev; +} + +void *F2PyGetThreadLocalCallbackPtr(char *key) +{ + PyObject *local_dict, *value; + void *prev; + + local_dict = PyThreadState_GetDict(); + if (local_dict == NULL) { + Py_FatalError("F2PyGetThreadLocalCallbackPtr: PyThreadState_GetDict failed"); + } + + value = PyDict_GetItemString(local_dict, key); + if (value != NULL) { + prev = PyLong_AsVoidPtr(value); + if (PyErr_Occurred()) { + Py_FatalError("F2PyGetThreadLocalCallbackPtr: PyLong_AsVoidPtr failed"); + } + } + else { + prev = NULL; + } + + return prev; +} + +/************************* FortranObject *******************************/ + +typedef PyObject *(*fortranfunc)(PyObject *,PyObject *,PyObject *,void *); + +PyObject * +PyFortranObject_New(FortranDataDef* defs, f2py_void_func init) { + int i; + PyFortranObject *fp = NULL; + PyObject *v = NULL; + if (init!=NULL) { /* Initialize F90 module objects */ + (*(init))(); + } + fp = PyObject_New(PyFortranObject, &PyFortran_Type); + if (fp == NULL) { + return NULL; + } + if ((fp->dict = PyDict_New()) == NULL) { + Py_DECREF(fp); + return NULL; + } + fp->len = 0; + while (defs[fp->len].name != NULL) { + fp->len++; + } + if (fp->len == 0) { + goto fail; + } + fp->defs = defs; + for (i=0;ilen;i++) { + if (fp->defs[i].rank == -1) { /* Is Fortran routine */ + v = PyFortranObject_NewAsAttr(&(fp->defs[i])); + if (v==NULL) { + goto fail; + } + PyDict_SetItemString(fp->dict,fp->defs[i].name,v); + Py_XDECREF(v); + } else + if ((fp->defs[i].data)!=NULL) { /* Is Fortran variable or array (not allocatable) */ + if (fp->defs[i].type == NPY_STRING) { + int n = fp->defs[i].rank-1; + v = PyArray_New(&PyArray_Type, n, fp->defs[i].dims.d, + NPY_STRING, NULL, fp->defs[i].data, fp->defs[i].dims.d[n], + NPY_ARRAY_FARRAY, NULL); + } + else { + v = PyArray_New(&PyArray_Type, fp->defs[i].rank, fp->defs[i].dims.d, + fp->defs[i].type, NULL, fp->defs[i].data, 0, NPY_ARRAY_FARRAY, + NULL); + } + if (v==NULL) { + goto fail; + } + PyDict_SetItemString(fp->dict,fp->defs[i].name,v); + Py_XDECREF(v); + } + } + return (PyObject *)fp; + fail: + Py_XDECREF(fp); + return NULL; +} + +PyObject * +PyFortranObject_NewAsAttr(FortranDataDef* defs) { /* used for calling F90 module routines */ + PyFortranObject *fp = NULL; + fp = PyObject_New(PyFortranObject, &PyFortran_Type); + if (fp == NULL) return NULL; + if ((fp->dict = PyDict_New())==NULL) { + PyObject_Del(fp); + return NULL; + } + fp->len = 1; + fp->defs = defs; + return (PyObject *)fp; +} + +/* Fortran methods */ + +static void +fortran_dealloc(PyFortranObject *fp) { + Py_XDECREF(fp->dict); + PyObject_Del(fp); +} + + +/* Returns number of bytes consumed from buf, or -1 on error. */ +static Py_ssize_t +format_def(char *buf, Py_ssize_t size, FortranDataDef def) +{ + char *p = buf; + int i, n; + + n = PyOS_snprintf(p, size, "array(%" NPY_INTP_FMT, def.dims.d[0]); + if (n < 0 || n >= size) { + return -1; + } + p += n; + size -= n; + + for (i = 1; i < def.rank; i++) { + n = PyOS_snprintf(p, size, ",%" NPY_INTP_FMT, def.dims.d[i]); + if (n < 0 || n >= size) { + return -1; + } + p += n; + size -= n; + } + + if (size <= 0) { + return -1; + } + + *p++ = ')'; + size--; + + if (def.data == NULL) { + static const char notalloc[] = ", not allocated"; + if ((size_t) size < sizeof(notalloc)) { + return -1; + } + memcpy(p, notalloc, sizeof(notalloc)); + p += sizeof(notalloc); + size -= sizeof(notalloc); + } + + return p - buf; +} + +static PyObject * +fortran_doc(FortranDataDef def) +{ + char *buf, *p; + PyObject *s = NULL; + Py_ssize_t n, origsize, size = 100; + + if (def.doc != NULL) { + size += strlen(def.doc); + } + origsize = size; + buf = p = (char *)PyMem_Malloc(size); + if (buf == NULL) { + return PyErr_NoMemory(); + } + + if (def.rank == -1) { + if (def.doc) { + n = strlen(def.doc); + if (n > size) { + goto fail; + } + memcpy(p, def.doc, n); + p += n; + size -= n; + } + else { + n = PyOS_snprintf(p, size, "%s - no docs available", def.name); + if (n < 0 || n >= size) { + goto fail; + } + p += n; + size -= n; + } + } + else { + PyArray_Descr *d = PyArray_DescrFromType(def.type); + n = PyOS_snprintf(p, size, "%s : '%c'-", def.name, d->type); + Py_DECREF(d); + if (n < 0 || n >= size) { + goto fail; + } + p += n; + size -= n; + + if (def.data == NULL) { + n = format_def(p, size, def); + if (n < 0) { + goto fail; + } + p += n; + size -= n; + } + else if (def.rank > 0) { + n = format_def(p, size, def); + if (n < 0) { + goto fail; + } + p += n; + size -= n; + } + else { + n = strlen("scalar"); + if (size < n) { + goto fail; + } + memcpy(p, "scalar", n); + p += n; + size -= n; + } + + } + if (size <= 1) { + goto fail; + } + *p++ = '\n'; + size--; + + /* p now points one beyond the last character of the string in buf */ + s = PyUnicode_FromStringAndSize(buf, p - buf); + + PyMem_Free(buf); + return s; + + fail: + fprintf(stderr, "fortranobject.c: fortran_doc: len(p)=%zd>%zd=size:" + " too long docstring required, increase size\n", + p - buf, origsize); + PyMem_Free(buf); + return NULL; +} + +static FortranDataDef *save_def; /* save pointer of an allocatable array */ +static void set_data(char *d,npy_intp *f) { /* callback from Fortran */ + if (*f) /* In fortran f=allocated(d) */ + save_def->data = d; + else + save_def->data = NULL; + /* printf("set_data: d=%p,f=%d\n",d,*f); */ +} + +static PyObject * +fortran_getattr(PyFortranObject *fp, char *name) { + int i,j,k,flag; + if (fp->dict != NULL) { + PyObject *v = _PyDict_GetItemStringWithError(fp->dict, name); + if (v == NULL && PyErr_Occurred()) { + return NULL; + } + else if (v != NULL) { + Py_INCREF(v); + return v; + } + } + for (i=0,j=1;ilen && (j=strcmp(name,fp->defs[i].name));i++); + if (j==0) + if (fp->defs[i].rank!=-1) { /* F90 allocatable array */ + if (fp->defs[i].func==NULL) return NULL; + for(k=0;kdefs[i].rank;++k) + fp->defs[i].dims.d[k]=-1; + save_def = &fp->defs[i]; + (*(fp->defs[i].func))(&fp->defs[i].rank,fp->defs[i].dims.d,set_data,&flag); + if (flag==2) + k = fp->defs[i].rank + 1; + else + k = fp->defs[i].rank; + if (fp->defs[i].data !=NULL) { /* array is allocated */ + PyObject *v = PyArray_New(&PyArray_Type, k, fp->defs[i].dims.d, + fp->defs[i].type, NULL, fp->defs[i].data, 0, NPY_ARRAY_FARRAY, + NULL); + if (v==NULL) return NULL; + /* Py_INCREF(v); */ + return v; + } else { /* array is not allocated */ + Py_RETURN_NONE; + } + } + if (strcmp(name,"__dict__")==0) { + Py_INCREF(fp->dict); + return fp->dict; + } + if (strcmp(name,"__doc__")==0) { + PyObject *s = PyUnicode_FromString(""), *s2, *s3; + for (i=0;ilen;i++) { + s2 = fortran_doc(fp->defs[i]); + s3 = PyUnicode_Concat(s, s2); + Py_DECREF(s2); + Py_DECREF(s); + s = s3; + } + if (PyDict_SetItemString(fp->dict, name, s)) + return NULL; + return s; + } + if ((strcmp(name,"_cpointer")==0) && (fp->len==1)) { + PyObject *cobj = F2PyCapsule_FromVoidPtr((void *)(fp->defs[0].data),NULL); + if (PyDict_SetItemString(fp->dict, name, cobj)) + return NULL; + return cobj; + } + PyObject *str, *ret; + str = PyUnicode_FromString(name); + ret = PyObject_GenericGetAttr((PyObject *)fp, str); + Py_DECREF(str); + return ret; +} + +static int +fortran_setattr(PyFortranObject *fp, char *name, PyObject *v) { + int i,j,flag; + PyArrayObject *arr = NULL; + for (i=0,j=1;ilen && (j=strcmp(name,fp->defs[i].name));i++); + if (j==0) { + if (fp->defs[i].rank==-1) { + PyErr_SetString(PyExc_AttributeError,"over-writing fortran routine"); + return -1; + } + if (fp->defs[i].func!=NULL) { /* is allocatable array */ + npy_intp dims[F2PY_MAX_DIMS]; + int k; + save_def = &fp->defs[i]; + if (v!=Py_None) { /* set new value (reallocate if needed -- + see f2py generated code for more + details ) */ + for(k=0;kdefs[i].rank;k++) dims[k]=-1; + if ((arr = array_from_pyobj(fp->defs[i].type,dims,fp->defs[i].rank,F2PY_INTENT_IN,v))==NULL) + return -1; + (*(fp->defs[i].func))(&fp->defs[i].rank,PyArray_DIMS(arr),set_data,&flag); + } else { /* deallocate */ + for(k=0;kdefs[i].rank;k++) dims[k]=0; + (*(fp->defs[i].func))(&fp->defs[i].rank,dims,set_data,&flag); + for(k=0;kdefs[i].rank;k++) dims[k]=-1; + } + memcpy(fp->defs[i].dims.d,dims,fp->defs[i].rank*sizeof(npy_intp)); + } else { /* not allocatable array */ + if ((arr = array_from_pyobj(fp->defs[i].type,fp->defs[i].dims.d,fp->defs[i].rank,F2PY_INTENT_IN,v))==NULL) + return -1; + } + if (fp->defs[i].data!=NULL) { /* copy Python object to Fortran array */ + npy_intp s = PyArray_MultiplyList(fp->defs[i].dims.d,PyArray_NDIM(arr)); + if (s==-1) + s = PyArray_MultiplyList(PyArray_DIMS(arr),PyArray_NDIM(arr)); + if (s<0 || + (memcpy(fp->defs[i].data,PyArray_DATA(arr),s*PyArray_ITEMSIZE(arr)))==NULL) { + if ((PyObject*)arr!=v) { + Py_DECREF(arr); + } + return -1; + } + if ((PyObject*)arr!=v) { + Py_DECREF(arr); + } + } else return (fp->defs[i].func==NULL?-1:0); + return 0; /* successful */ + } + if (fp->dict == NULL) { + fp->dict = PyDict_New(); + if (fp->dict == NULL) + return -1; + } + if (v == NULL) { + int rv = PyDict_DelItemString(fp->dict, name); + if (rv < 0) + PyErr_SetString(PyExc_AttributeError,"delete non-existing fortran attribute"); + return rv; + } + else + return PyDict_SetItemString(fp->dict, name, v); +} + +static PyObject* +fortran_call(PyFortranObject *fp, PyObject *arg, PyObject *kw) { + int i = 0; + /* printf("fortran call + name=%s,func=%p,data=%p,%p\n",fp->defs[i].name, + fp->defs[i].func,fp->defs[i].data,&fp->defs[i].data); */ + if (fp->defs[i].rank==-1) {/* is Fortran routine */ + if (fp->defs[i].func==NULL) { + PyErr_Format(PyExc_RuntimeError, "no function to call"); + return NULL; + } + else if (fp->defs[i].data==NULL) + /* dummy routine */ + return (*((fortranfunc)(fp->defs[i].func)))((PyObject *)fp,arg,kw,NULL); + else + return (*((fortranfunc)(fp->defs[i].func)))((PyObject *)fp,arg,kw, + (void *)fp->defs[i].data); + } + PyErr_Format(PyExc_TypeError, "this fortran object is not callable"); + return NULL; +} + +static PyObject * +fortran_repr(PyFortranObject *fp) +{ + PyObject *name = NULL, *repr = NULL; + name = PyObject_GetAttrString((PyObject *)fp, "__name__"); + PyErr_Clear(); + if (name != NULL && PyUnicode_Check(name)) { + repr = PyUnicode_FromFormat("", name); + } + else { + repr = PyUnicode_FromString(""); + } + Py_XDECREF(name); + return repr; +} + + +PyTypeObject PyFortran_Type = { + PyVarObject_HEAD_INIT(NULL, 0) + .tp_name ="fortran", + .tp_basicsize = sizeof(PyFortranObject), + .tp_dealloc = (destructor)fortran_dealloc, + .tp_getattr = (getattrfunc)fortran_getattr, + .tp_setattr = (setattrfunc)fortran_setattr, + .tp_repr = (reprfunc)fortran_repr, + .tp_call = (ternaryfunc)fortran_call, +}; + +/************************* f2py_report_atexit *******************************/ + +#ifdef F2PY_REPORT_ATEXIT +static int passed_time = 0; +static int passed_counter = 0; +static int passed_call_time = 0; +static struct timeb start_time; +static struct timeb stop_time; +static struct timeb start_call_time; +static struct timeb stop_call_time; +static int cb_passed_time = 0; +static int cb_passed_counter = 0; +static int cb_passed_call_time = 0; +static struct timeb cb_start_time; +static struct timeb cb_stop_time; +static struct timeb cb_start_call_time; +static struct timeb cb_stop_call_time; + +extern void f2py_start_clock(void) { ftime(&start_time); } +extern +void f2py_start_call_clock(void) { + f2py_stop_clock(); + ftime(&start_call_time); +} +extern +void f2py_stop_clock(void) { + ftime(&stop_time); + passed_time += 1000*(stop_time.time - start_time.time); + passed_time += stop_time.millitm - start_time.millitm; +} +extern +void f2py_stop_call_clock(void) { + ftime(&stop_call_time); + passed_call_time += 1000*(stop_call_time.time - start_call_time.time); + passed_call_time += stop_call_time.millitm - start_call_time.millitm; + passed_counter += 1; + f2py_start_clock(); +} + +extern void f2py_cb_start_clock(void) { ftime(&cb_start_time); } +extern +void f2py_cb_start_call_clock(void) { + f2py_cb_stop_clock(); + ftime(&cb_start_call_time); +} +extern +void f2py_cb_stop_clock(void) { + ftime(&cb_stop_time); + cb_passed_time += 1000*(cb_stop_time.time - cb_start_time.time); + cb_passed_time += cb_stop_time.millitm - cb_start_time.millitm; +} +extern +void f2py_cb_stop_call_clock(void) { + ftime(&cb_stop_call_time); + cb_passed_call_time += 1000*(cb_stop_call_time.time - cb_start_call_time.time); + cb_passed_call_time += cb_stop_call_time.millitm - cb_start_call_time.millitm; + cb_passed_counter += 1; + f2py_cb_start_clock(); +} + +static int f2py_report_on_exit_been_here = 0; +extern +void f2py_report_on_exit(int exit_flag,void *name) { + if (f2py_report_on_exit_been_here) { + fprintf(stderr," %s\n",(char*)name); + return; + } + f2py_report_on_exit_been_here = 1; + fprintf(stderr," /-----------------------\\\n"); + fprintf(stderr," < F2PY performance report >\n"); + fprintf(stderr," \\-----------------------/\n"); + fprintf(stderr,"Overall time spent in ...\n"); + fprintf(stderr,"(a) wrapped (Fortran/C) functions : %8d msec\n", + passed_call_time); + fprintf(stderr,"(b) f2py interface, %6d calls : %8d msec\n", + passed_counter,passed_time); + fprintf(stderr,"(c) call-back (Python) functions : %8d msec\n", + cb_passed_call_time); + fprintf(stderr,"(d) f2py call-back interface, %6d calls : %8d msec\n", + cb_passed_counter,cb_passed_time); + + fprintf(stderr,"(e) wrapped (Fortran/C) functions (actual) : %8d msec\n\n", + passed_call_time-cb_passed_call_time-cb_passed_time); + fprintf(stderr,"Use -DF2PY_REPORT_ATEXIT_DISABLE to disable this message.\n"); + fprintf(stderr,"Exit status: %d\n",exit_flag); + fprintf(stderr,"Modules : %s\n",(char*)name); +} +#endif + +/********************** report on array copy ****************************/ + +#ifdef F2PY_REPORT_ON_ARRAY_COPY +static void f2py_report_on_array_copy(PyArrayObject* arr) { + const npy_intp arr_size = PyArray_Size((PyObject *)arr); + if (arr_size>F2PY_REPORT_ON_ARRAY_COPY) { + fprintf(stderr,"copied an array: size=%ld, elsize=%"NPY_INTP_FMT"\n", + arr_size, (npy_intp)PyArray_ITEMSIZE(arr)); + } +} +static void f2py_report_on_array_copy_fromany(void) { + fprintf(stderr,"created an array from object\n"); +} + +#define F2PY_REPORT_ON_ARRAY_COPY_FROMARR f2py_report_on_array_copy((PyArrayObject *)arr) +#define F2PY_REPORT_ON_ARRAY_COPY_FROMANY f2py_report_on_array_copy_fromany() +#else +#define F2PY_REPORT_ON_ARRAY_COPY_FROMARR +#define F2PY_REPORT_ON_ARRAY_COPY_FROMANY +#endif + + +/************************* array_from_obj *******************************/ + +/* + * File: array_from_pyobj.c + * + * Description: + * ------------ + * Provides array_from_pyobj function that returns a contiguous array + * object with the given dimensions and required storage order, either + * in row-major (C) or column-major (Fortran) order. The function + * array_from_pyobj is very flexible about its Python object argument + * that can be any number, list, tuple, or array. + * + * array_from_pyobj is used in f2py generated Python extension + * modules. + * + * Author: Pearu Peterson + * Created: 13-16 January 2002 + * $Id: fortranobject.c,v 1.52 2005/07/11 07:44:20 pearu Exp $ + */ + +static int check_and_fix_dimensions(const PyArrayObject* arr, + const int rank, + npy_intp *dims); + +static int +count_negative_dimensions(const int rank, + const npy_intp *dims) { + int i=0,r=0; + while (iflags,size); + printf("\tstrides = "); + dump_dims(rank,arr->strides); + printf("\tdimensions = "); + dump_dims(rank,arr->dimensions); +} +#endif + +#define SWAPTYPE(a,b,t) {t c; c = (a); (a) = (b); (b) = c; } + +static int swap_arrays(PyArrayObject* obj1, PyArrayObject* obj2) { + PyArrayObject_fields *arr1 = (PyArrayObject_fields*) obj1, + *arr2 = (PyArrayObject_fields*) obj2; + SWAPTYPE(arr1->data,arr2->data,char*); + SWAPTYPE(arr1->nd,arr2->nd,int); + SWAPTYPE(arr1->dimensions,arr2->dimensions,npy_intp*); + SWAPTYPE(arr1->strides,arr2->strides,npy_intp*); + SWAPTYPE(arr1->base,arr2->base,PyObject*); + SWAPTYPE(arr1->descr,arr2->descr,PyArray_Descr*); + SWAPTYPE(arr1->flags,arr2->flags,int); + /* SWAPTYPE(arr1->weakreflist,arr2->weakreflist,PyObject*); */ + return 0; +} + +#define ARRAY_ISCOMPATIBLE(arr,type_num) \ + ( (PyArray_ISINTEGER(arr) && PyTypeNum_ISINTEGER(type_num)) \ + ||(PyArray_ISFLOAT(arr) && PyTypeNum_ISFLOAT(type_num)) \ + ||(PyArray_ISCOMPLEX(arr) && PyTypeNum_ISCOMPLEX(type_num)) \ + ||(PyArray_ISBOOL(arr) && PyTypeNum_ISBOOL(type_num)) \ + ) + +extern +PyArrayObject* array_from_pyobj(const int type_num, + npy_intp *dims, + const int rank, + const int intent, + PyObject *obj) { + /* + * Note about reference counting + * ----------------------------- + * If the caller returns the array to Python, it must be done with + * Py_BuildValue("N",arr). + * Otherwise, if obj!=arr then the caller must call Py_DECREF(arr). + * + * Note on intent(cache,out,..) + * --------------------- + * Don't expect correct data when returning intent(cache) array. + * + */ + char mess[200]; + PyArrayObject *arr = NULL; + PyArray_Descr *descr; + char typechar; + int elsize; + + if ((intent & F2PY_INTENT_HIDE) + || ((intent & F2PY_INTENT_CACHE) && (obj==Py_None)) + || ((intent & F2PY_OPTIONAL) && (obj==Py_None)) + ) { + /* intent(cache), optional, intent(hide) */ + if (count_negative_dimensions(rank,dims) > 0) { + int i; + strcpy(mess, "failed to create intent(cache|hide)|optional array" + "-- must have defined dimensions but got ("); + for(i=0;ielsize = 1; + descr->type = NPY_CHARLTR; + } + elsize = descr->elsize; + typechar = descr->type; + Py_DECREF(descr); + if (PyArray_Check(obj)) { + arr = (PyArrayObject *)obj; + + if (intent & F2PY_INTENT_CACHE) { + /* intent(cache) */ + if (PyArray_ISONESEGMENT(arr) + && PyArray_ITEMSIZE(arr)>=elsize) { + if (check_and_fix_dimensions(arr, rank, dims)) { + return NULL; + } + if (intent & F2PY_INTENT_OUT) + Py_INCREF(arr); + return arr; + } + strcpy(mess, "failed to initialize intent(cache) array"); + if (!PyArray_ISONESEGMENT(arr)) + strcat(mess, " -- input must be in one segment"); + if (PyArray_ITEMSIZE(arr)type,typechar); + if (!(F2PY_CHECK_ALIGNMENT(arr, intent))) + sprintf(mess+strlen(mess)," -- input not %d-aligned", F2PY_GET_ALIGNMENT(intent)); + PyErr_SetString(PyExc_ValueError,mess); + return NULL; + } + + /* here we have always intent(in) or intent(inplace) */ + + { + PyArrayObject * retarr; + retarr = (PyArrayObject *) \ + PyArray_New(&PyArray_Type, PyArray_NDIM(arr), PyArray_DIMS(arr), type_num, + NULL,NULL,1, + !(intent&F2PY_INTENT_C), + NULL); + if (retarr==NULL) + return NULL; + F2PY_REPORT_ON_ARRAY_COPY_FROMARR; + if (PyArray_CopyInto(retarr, arr)) { + Py_DECREF(retarr); + return NULL; + } + if (intent & F2PY_INTENT_INPLACE) { + if (swap_arrays(arr,retarr)) + return NULL; /* XXX: set exception */ + Py_XDECREF(retarr); + if (intent & F2PY_INTENT_OUT) + Py_INCREF(arr); + } else { + arr = retarr; + } + } + return arr; + } + + if ((intent & F2PY_INTENT_INOUT) || + (intent & F2PY_INTENT_INPLACE) || + (intent & F2PY_INTENT_CACHE)) { + PyErr_Format(PyExc_TypeError, + "failed to initialize intent(inout|inplace|cache) " + "array, input '%s' object is not an array", + Py_TYPE(obj)->tp_name); + return NULL; + } + + { + PyArray_Descr * descr = PyArray_DescrFromType(type_num); + /* compatibility with NPY_CHAR */ + if (type_num == NPY_STRING) { + PyArray_DESCR_REPLACE(descr); + if (descr == NULL) { + return NULL; + } + descr->elsize = 1; + descr->type = NPY_CHARLTR; + } + F2PY_REPORT_ON_ARRAY_COPY_FROMANY; + arr = (PyArrayObject *) \ + PyArray_FromAny(obj, descr, 0,0, + ((intent & F2PY_INTENT_C)?NPY_ARRAY_CARRAY:NPY_ARRAY_FARRAY) \ + | NPY_ARRAY_FORCECAST, NULL); + if (arr==NULL) + return NULL; + if (check_and_fix_dimensions(arr, rank, dims)) { + return NULL; + } + return arr; + } + +} + +/*****************************************/ +/* Helper functions for array_from_pyobj */ +/*****************************************/ + +static +int check_and_fix_dimensions(const PyArrayObject* arr, const int rank, npy_intp *dims) +{ + /* + * This function fills in blanks (that are -1's) in dims list using + * the dimensions from arr. It also checks that non-blank dims will + * match with the corresponding values in arr dimensions. + * + * Returns 0 if the function is successful. + * + * If an error condition is detected, an exception is set and 1 is returned. + */ + const npy_intp arr_size = (PyArray_NDIM(arr))?PyArray_Size((PyObject *)arr):1; +#ifdef DEBUG_COPY_ND_ARRAY + dump_attrs(arr); + printf("check_and_fix_dimensions:init: dims="); + dump_dims(rank,dims); +#endif + if (rank > PyArray_NDIM(arr)) { /* [1,2] -> [[1],[2]]; 1 -> [[1]] */ + npy_intp new_size = 1; + int free_axe = -1; + int i; + npy_intp d; + /* Fill dims where -1 or 0; check dimensions; calc new_size; */ + for(i=0;i= 0) { + if (d>1 && dims[i]!=d) { + PyErr_Format(PyExc_ValueError, + "%d-th dimension must be fixed to %" + NPY_INTP_FMT " but got %" NPY_INTP_FMT "\n", + i, dims[i], d); + return 1; + } + if (!dims[i]) dims[i] = 1; + } else { + dims[i] = d ? d : 1; + } + new_size *= dims[i]; + } + for(i=PyArray_NDIM(arr);i1) { + PyErr_Format(PyExc_ValueError, + "%d-th dimension must be %" NPY_INTP_FMT + " but got 0 (not defined).\n", + i, dims[i]); + return 1; + } else if (free_axe<0) + free_axe = i; + else + dims[i] = 1; + if (free_axe>=0) { + dims[free_axe] = arr_size/new_size; + new_size *= dims[free_axe]; + } + if (new_size != arr_size) { + PyErr_Format(PyExc_ValueError, + "unexpected array size: new_size=%" NPY_INTP_FMT + ", got array with arr_size=%" NPY_INTP_FMT + " (maybe too many free indices)\n", + new_size, arr_size); + return 1; + } + } else if (rank==PyArray_NDIM(arr)) { + npy_intp new_size = 1; + int i; + npy_intp d; + for (i=0; i=0) { + if (d > 1 && d!=dims[i]) { + PyErr_Format(PyExc_ValueError, + "%d-th dimension must be fixed to %" + NPY_INTP_FMT " but got %" NPY_INTP_FMT "\n", + i, dims[i], d); + return 1; + } + if (!dims[i]) dims[i] = 1; + } else dims[i] = d; + new_size *= dims[i]; + } + if (new_size != arr_size) { + PyErr_Format(PyExc_ValueError, + "unexpected array size: new_size=%" NPY_INTP_FMT + ", got array with arr_size=%" NPY_INTP_FMT "\n", + new_size, arr_size); + return 1; + } + } else { /* [[1,2]] -> [[1],[2]] */ + int i,j; + npy_intp d; + int effrank; + npy_intp size; + for (i=0,effrank=0;i1) ++effrank; + if (dims[rank-1]>=0) + if (effrank>rank) { + PyErr_Format(PyExc_ValueError, + "too many axes: %d (effrank=%d), " + "expected rank=%d\n", + PyArray_NDIM(arr), effrank, rank); + return 1; + } + + for (i=0,j=0;i=PyArray_NDIM(arr)) d = 1; + else d = PyArray_DIM(arr,j++); + if (dims[i]>=0) { + if (d>1 && d!=dims[i]) { + PyErr_Format(PyExc_ValueError, + "%d-th dimension must be fixed to %" + NPY_INTP_FMT " but got %" NPY_INTP_FMT + " (real index=%d)\n", + i, dims[i], d, j-1); + return 1; + } + if (!dims[i]) dims[i] = 1; + } else + dims[i] = d; + } + + for (i=rank;i [1,2,3,4] */ + while (j=PyArray_NDIM(arr)) d = 1; + else d = PyArray_DIM(arr,j++); + dims[rank-1] *= d; + } + for (i=0,size=1;i + extern void f2py_start_clock(void); + extern void f2py_stop_clock(void); + extern void f2py_start_call_clock(void); + extern void f2py_stop_call_clock(void); + extern void f2py_cb_start_clock(void); + extern void f2py_cb_stop_clock(void); + extern void f2py_cb_start_call_clock(void); + extern void f2py_cb_stop_call_clock(void); + extern void f2py_report_on_exit(int,void*); +#endif + +#ifdef DMALLOC +#include "dmalloc.h" +#endif + +/* Fortran object interface */ + +/* +123456789-123456789-123456789-123456789-123456789-123456789-123456789-12 + +PyFortranObject represents various Fortran objects: +Fortran (module) routines, COMMON blocks, module data. + +Author: Pearu Peterson +*/ + +#define F2PY_MAX_DIMS 40 + +typedef void (*f2py_set_data_func)(char*,npy_intp*); +typedef void (*f2py_void_func)(void); +typedef void (*f2py_init_func)(int*,npy_intp*,f2py_set_data_func,int*); + + /*typedef void* (*f2py_c_func)(void*,...);*/ + +typedef void *(*f2pycfunc)(void); + +typedef struct { + char *name; /* attribute (array||routine) name */ + int rank; /* array rank, 0 for scalar, max is F2PY_MAX_DIMS, + || rank=-1 for Fortran routine */ + struct {npy_intp d[F2PY_MAX_DIMS];} dims; /* dimensions of the array, || not used */ + int type; /* PyArray_ || not used */ + char *data; /* pointer to array || Fortran routine */ + f2py_init_func func; /* initialization function for + allocatable arrays: + func(&rank,dims,set_ptr_func,name,len(name)) + || C/API wrapper for Fortran routine */ + char *doc; /* documentation string; only recommended + for routines. */ +} FortranDataDef; + +typedef struct { + PyObject_HEAD + int len; /* Number of attributes */ + FortranDataDef *defs; /* An array of FortranDataDef's */ + PyObject *dict; /* Fortran object attribute dictionary */ +} PyFortranObject; + +#define PyFortran_Check(op) (Py_TYPE(op) == &PyFortran_Type) +#define PyFortran_Check1(op) (0==strcmp(Py_TYPE(op)->tp_name,"fortran")) + + extern PyTypeObject PyFortran_Type; + extern int F2PyDict_SetItemString(PyObject* dict, char *name, PyObject *obj); + extern PyObject * PyFortranObject_New(FortranDataDef* defs, f2py_void_func init); + extern PyObject * PyFortranObject_NewAsAttr(FortranDataDef* defs); + +PyObject * F2PyCapsule_FromVoidPtr(void *ptr, void (*dtor)(PyObject *)); +void * F2PyCapsule_AsVoidPtr(PyObject *obj); +int F2PyCapsule_Check(PyObject *ptr); + +extern void *F2PySwapThreadLocalCallbackPtr(char *key, void *ptr); +extern void *F2PyGetThreadLocalCallbackPtr(char *key); + +#define ISCONTIGUOUS(m) (PyArray_FLAGS(m) & NPY_ARRAY_C_CONTIGUOUS) +#define F2PY_INTENT_IN 1 +#define F2PY_INTENT_INOUT 2 +#define F2PY_INTENT_OUT 4 +#define F2PY_INTENT_HIDE 8 +#define F2PY_INTENT_CACHE 16 +#define F2PY_INTENT_COPY 32 +#define F2PY_INTENT_C 64 +#define F2PY_OPTIONAL 128 +#define F2PY_INTENT_INPLACE 256 +#define F2PY_INTENT_ALIGNED4 512 +#define F2PY_INTENT_ALIGNED8 1024 +#define F2PY_INTENT_ALIGNED16 2048 + +#define ARRAY_ISALIGNED(ARR, SIZE) ((size_t)(PyArray_DATA(ARR)) % (SIZE) == 0) +#define F2PY_ALIGN4(intent) (intent & F2PY_INTENT_ALIGNED4) +#define F2PY_ALIGN8(intent) (intent & F2PY_INTENT_ALIGNED8) +#define F2PY_ALIGN16(intent) (intent & F2PY_INTENT_ALIGNED16) + +#define F2PY_GET_ALIGNMENT(intent) \ + (F2PY_ALIGN4(intent) ? 4 : \ + (F2PY_ALIGN8(intent) ? 8 : \ + (F2PY_ALIGN16(intent) ? 16 : 1) )) +#define F2PY_CHECK_ALIGNMENT(arr, intent) ARRAY_ISALIGNED(arr, F2PY_GET_ALIGNMENT(intent)) + + extern PyArrayObject* array_from_pyobj(const int type_num, + npy_intp *dims, + const int rank, + const int intent, + PyObject *obj); + extern int copy_ND_array(const PyArrayObject *in, PyArrayObject *out); + +#ifdef DEBUG_COPY_ND_ARRAY + extern void dump_attrs(const PyArrayObject* arr); +#endif + + +#ifdef __cplusplus +} +#endif +#endif /* !Py_FORTRANOBJECT_H */ diff --git a/EXE version/main/numpy/f2py/tests/src/array_from_pyobj/wrapmodule.c b/EXE version/main/numpy/f2py/tests/src/array_from_pyobj/wrapmodule.c new file mode 100644 index 00000000..0411b62e --- /dev/null +++ b/EXE version/main/numpy/f2py/tests/src/array_from_pyobj/wrapmodule.c @@ -0,0 +1,228 @@ +/* + * This file was auto-generated with f2py (version:2_1330) and hand edited by + * Pearu for testing purposes. Do not edit this file unless you know what you + * are doing!!! + */ + +#ifdef __cplusplus +extern "C" { +#endif + +/*********************** See f2py2e/cfuncs.py: includes ***********************/ +#include "Python.h" +#include "fortranobject.h" +#include + +static PyObject *wrap_error; +static PyObject *wrap_module; + +/************************************ call ************************************/ +static char doc_f2py_rout_wrap_call[] = "\ +Function signature:\n\ + arr = call(type_num,dims,intent,obj)\n\ +Required arguments:\n" +" type_num : input int\n" +" dims : input int-sequence\n" +" intent : input int\n" +" obj : input python object\n" +"Return objects:\n" +" arr : array"; +static PyObject *f2py_rout_wrap_call(PyObject *capi_self, + PyObject *capi_args) { + PyObject * volatile capi_buildvalue = NULL; + int type_num = 0; + npy_intp *dims = NULL; + PyObject *dims_capi = Py_None; + int rank = 0; + int intent = 0; + PyArrayObject *capi_arr_tmp = NULL; + PyObject *arr_capi = Py_None; + int i; + + if (!PyArg_ParseTuple(capi_args,"iOiO|:wrap.call",\ + &type_num,&dims_capi,&intent,&arr_capi)) + return NULL; + rank = PySequence_Length(dims_capi); + dims = malloc(rank*sizeof(npy_intp)); + for (i=0;ikind, + PyArray_DESCR(arr)->type, + PyArray_TYPE(arr), + PyArray_ITEMSIZE(arr), + PyArray_DESCR(arr)->alignment, + PyArray_FLAGS(arr), + PyArray_ITEMSIZE(arr)); +} + +static PyMethodDef f2py_module_methods[] = { + + {"call",f2py_rout_wrap_call,METH_VARARGS,doc_f2py_rout_wrap_call}, + {"array_attrs",f2py_rout_wrap_attrs,METH_VARARGS,doc_f2py_rout_wrap_attrs}, + {NULL,NULL} +}; + +static struct PyModuleDef moduledef = { + PyModuleDef_HEAD_INIT, + "test_array_from_pyobj_ext", + NULL, + -1, + f2py_module_methods, + NULL, + NULL, + NULL, + NULL +}; + +PyMODINIT_FUNC PyInit_test_array_from_pyobj_ext(void) { + PyObject *m,*d, *s; + m = wrap_module = PyModule_Create(&moduledef); + Py_SET_TYPE(&PyFortran_Type, &PyType_Type); + import_array(); + if (PyErr_Occurred()) + Py_FatalError("can't initialize module wrap (failed to import numpy)"); + d = PyModule_GetDict(m); + s = PyUnicode_FromString("This module 'wrap' is auto-generated with f2py (version:2_1330).\nFunctions:\n" + " arr = call(type_num,dims,intent,obj)\n" + "."); + PyDict_SetItemString(d, "__doc__", s); + wrap_error = PyErr_NewException ("wrap.error", NULL, NULL); + Py_DECREF(s); + +#define ADDCONST(NAME, CONST) \ + s = PyLong_FromLong(CONST); \ + PyDict_SetItemString(d, NAME, s); \ + Py_DECREF(s) + + ADDCONST("F2PY_INTENT_IN", F2PY_INTENT_IN); + ADDCONST("F2PY_INTENT_INOUT", F2PY_INTENT_INOUT); + ADDCONST("F2PY_INTENT_OUT", F2PY_INTENT_OUT); + ADDCONST("F2PY_INTENT_HIDE", F2PY_INTENT_HIDE); + ADDCONST("F2PY_INTENT_CACHE", F2PY_INTENT_CACHE); + ADDCONST("F2PY_INTENT_COPY", F2PY_INTENT_COPY); + ADDCONST("F2PY_INTENT_C", F2PY_INTENT_C); + ADDCONST("F2PY_OPTIONAL", F2PY_OPTIONAL); + ADDCONST("F2PY_INTENT_INPLACE", F2PY_INTENT_INPLACE); + ADDCONST("NPY_BOOL", NPY_BOOL); + ADDCONST("NPY_BYTE", NPY_BYTE); + ADDCONST("NPY_UBYTE", NPY_UBYTE); + ADDCONST("NPY_SHORT", NPY_SHORT); + ADDCONST("NPY_USHORT", NPY_USHORT); + ADDCONST("NPY_INT", NPY_INT); + ADDCONST("NPY_UINT", NPY_UINT); + ADDCONST("NPY_INTP", NPY_INTP); + ADDCONST("NPY_UINTP", NPY_UINTP); + ADDCONST("NPY_LONG", NPY_LONG); + ADDCONST("NPY_ULONG", NPY_ULONG); + ADDCONST("NPY_LONGLONG", NPY_LONGLONG); + ADDCONST("NPY_ULONGLONG", NPY_ULONGLONG); + ADDCONST("NPY_FLOAT", NPY_FLOAT); + ADDCONST("NPY_DOUBLE", NPY_DOUBLE); + ADDCONST("NPY_LONGDOUBLE", NPY_LONGDOUBLE); + ADDCONST("NPY_CFLOAT", NPY_CFLOAT); + ADDCONST("NPY_CDOUBLE", NPY_CDOUBLE); + ADDCONST("NPY_CLONGDOUBLE", NPY_CLONGDOUBLE); + ADDCONST("NPY_OBJECT", NPY_OBJECT); + ADDCONST("NPY_STRING", NPY_STRING); + ADDCONST("NPY_UNICODE", NPY_UNICODE); + ADDCONST("NPY_VOID", NPY_VOID); + ADDCONST("NPY_NTYPES", NPY_NTYPES); + ADDCONST("NPY_NOTYPE", NPY_NOTYPE); + ADDCONST("NPY_USERDEF", NPY_USERDEF); + + ADDCONST("CONTIGUOUS", NPY_ARRAY_C_CONTIGUOUS); + ADDCONST("FORTRAN", NPY_ARRAY_F_CONTIGUOUS); + ADDCONST("OWNDATA", NPY_ARRAY_OWNDATA); + ADDCONST("FORCECAST", NPY_ARRAY_FORCECAST); + ADDCONST("ENSURECOPY", NPY_ARRAY_ENSURECOPY); + ADDCONST("ENSUREARRAY", NPY_ARRAY_ENSUREARRAY); + ADDCONST("ALIGNED", NPY_ARRAY_ALIGNED); + ADDCONST("WRITEABLE", NPY_ARRAY_WRITEABLE); + ADDCONST("UPDATEIFCOPY", NPY_ARRAY_UPDATEIFCOPY); + ADDCONST("WRITEBACKIFCOPY", NPY_ARRAY_WRITEBACKIFCOPY); + + ADDCONST("BEHAVED", NPY_ARRAY_BEHAVED); + ADDCONST("BEHAVED_NS", NPY_ARRAY_BEHAVED_NS); + ADDCONST("CARRAY", NPY_ARRAY_CARRAY); + ADDCONST("FARRAY", NPY_ARRAY_FARRAY); + ADDCONST("CARRAY_RO", NPY_ARRAY_CARRAY_RO); + ADDCONST("FARRAY_RO", NPY_ARRAY_FARRAY_RO); + ADDCONST("DEFAULT", NPY_ARRAY_DEFAULT); + ADDCONST("UPDATE_ALL", NPY_ARRAY_UPDATE_ALL); + +#undef ADDCONST( + + if (PyErr_Occurred()) + Py_FatalError("can't initialize module wrap"); + +#ifdef F2PY_REPORT_ATEXIT + on_exit(f2py_report_on_exit,(void*)"array_from_pyobj.wrap.call"); +#endif + + return m; +} +#ifdef __cplusplus +} +#endif diff --git a/EXE version/main/numpy/f2py/tests/src/assumed_shape/.f2py_f2cmap b/EXE version/main/numpy/f2py/tests/src/assumed_shape/.f2py_f2cmap new file mode 100644 index 00000000..2665f89b --- /dev/null +++ b/EXE version/main/numpy/f2py/tests/src/assumed_shape/.f2py_f2cmap @@ -0,0 +1 @@ +dict(real=dict(rk="double")) diff --git a/EXE version/main/numpy/f2py/tests/src/assumed_shape/foo_free.f90 b/EXE version/main/numpy/f2py/tests/src/assumed_shape/foo_free.f90 new file mode 100644 index 00000000..b301710f --- /dev/null +++ b/EXE version/main/numpy/f2py/tests/src/assumed_shape/foo_free.f90 @@ -0,0 +1,34 @@ + +subroutine sum(x, res) + implicit none + real, intent(in) :: x(:) + real, intent(out) :: res + + integer :: i + + !print *, "sum: size(x) = ", size(x) + + res = 0.0 + + do i = 1, size(x) + res = res + x(i) + enddo + +end subroutine sum + +function fsum(x) result (res) + implicit none + real, intent(in) :: x(:) + real :: res + + integer :: i + + !print *, "fsum: size(x) = ", size(x) + + res = 0.0 + + do i = 1, size(x) + res = res + x(i) + enddo + +end function fsum diff --git a/EXE version/main/numpy/f2py/tests/src/assumed_shape/foo_mod.f90 b/EXE version/main/numpy/f2py/tests/src/assumed_shape/foo_mod.f90 new file mode 100644 index 00000000..cbe6317e --- /dev/null +++ b/EXE version/main/numpy/f2py/tests/src/assumed_shape/foo_mod.f90 @@ -0,0 +1,41 @@ + +module mod + +contains + +subroutine sum(x, res) + implicit none + real, intent(in) :: x(:) + real, intent(out) :: res + + integer :: i + + !print *, "sum: size(x) = ", size(x) + + res = 0.0 + + do i = 1, size(x) + res = res + x(i) + enddo + +end subroutine sum + +function fsum(x) result (res) + implicit none + real, intent(in) :: x(:) + real :: res + + integer :: i + + !print *, "fsum: size(x) = ", size(x) + + res = 0.0 + + do i = 1, size(x) + res = res + x(i) + enddo + +end function fsum + + +end module mod diff --git a/EXE version/main/numpy/f2py/tests/src/assumed_shape/foo_use.f90 b/EXE version/main/numpy/f2py/tests/src/assumed_shape/foo_use.f90 new file mode 100644 index 00000000..337465ac --- /dev/null +++ b/EXE version/main/numpy/f2py/tests/src/assumed_shape/foo_use.f90 @@ -0,0 +1,19 @@ +subroutine sum_with_use(x, res) + use precision + + implicit none + + real(kind=rk), intent(in) :: x(:) + real(kind=rk), intent(out) :: res + + integer :: i + + !print *, "size(x) = ", size(x) + + res = 0.0 + + do i = 1, size(x) + res = res + x(i) + enddo + + end subroutine diff --git a/EXE version/main/numpy/f2py/tests/src/assumed_shape/precision.f90 b/EXE version/main/numpy/f2py/tests/src/assumed_shape/precision.f90 new file mode 100644 index 00000000..ed6c70cb --- /dev/null +++ b/EXE version/main/numpy/f2py/tests/src/assumed_shape/precision.f90 @@ -0,0 +1,4 @@ +module precision + integer, parameter :: rk = selected_real_kind(8) + integer, parameter :: ik = selected_real_kind(4) +end module diff --git a/EXE version/main/numpy/f2py/tests/src/common/block.f b/EXE version/main/numpy/f2py/tests/src/common/block.f new file mode 100644 index 00000000..7ea7968f --- /dev/null +++ b/EXE version/main/numpy/f2py/tests/src/common/block.f @@ -0,0 +1,11 @@ + SUBROUTINE INITCB + DOUBLE PRECISION LONG + CHARACTER STRING + INTEGER OK + + COMMON /BLOCK/ LONG, STRING, OK + LONG = 1.0 + STRING = '2' + OK = 3 + RETURN + END diff --git a/EXE version/main/numpy/f2py/tests/src/kind/foo.f90 b/EXE version/main/numpy/f2py/tests/src/kind/foo.f90 new file mode 100644 index 00000000..d3d15cfb --- /dev/null +++ b/EXE version/main/numpy/f2py/tests/src/kind/foo.f90 @@ -0,0 +1,20 @@ + + +subroutine selectedrealkind(p, r, res) + implicit none + + integer, intent(in) :: p, r + !f2py integer :: r=0 + integer, intent(out) :: res + res = selected_real_kind(p, r) + +end subroutine + +subroutine selectedintkind(p, res) + implicit none + + integer, intent(in) :: p + integer, intent(out) :: res + res = selected_int_kind(p) + +end subroutine diff --git a/EXE version/main/numpy/f2py/tests/src/mixed/foo.f b/EXE version/main/numpy/f2py/tests/src/mixed/foo.f new file mode 100644 index 00000000..c3474257 --- /dev/null +++ b/EXE version/main/numpy/f2py/tests/src/mixed/foo.f @@ -0,0 +1,5 @@ + subroutine bar11(a) +cf2py intent(out) a + integer a + a = 11 + end diff --git a/EXE version/main/numpy/f2py/tests/src/mixed/foo_fixed.f90 b/EXE version/main/numpy/f2py/tests/src/mixed/foo_fixed.f90 new file mode 100644 index 00000000..7543a6ac --- /dev/null +++ b/EXE version/main/numpy/f2py/tests/src/mixed/foo_fixed.f90 @@ -0,0 +1,8 @@ + module foo_fixed + contains + subroutine bar12(a) +!f2py intent(out) a + integer a + a = 12 + end subroutine bar12 + end module foo_fixed diff --git a/EXE version/main/numpy/f2py/tests/src/mixed/foo_free.f90 b/EXE version/main/numpy/f2py/tests/src/mixed/foo_free.f90 new file mode 100644 index 00000000..c1b641f1 --- /dev/null +++ b/EXE version/main/numpy/f2py/tests/src/mixed/foo_free.f90 @@ -0,0 +1,8 @@ +module foo_free +contains + subroutine bar13(a) + !f2py intent(out) a + integer a + a = 13 + end subroutine bar13 +end module foo_free diff --git a/EXE version/main/numpy/f2py/tests/src/module_data/mod.mod b/EXE version/main/numpy/f2py/tests/src/module_data/mod.mod new file mode 100644 index 00000000..8670a97e Binary files /dev/null and b/EXE version/main/numpy/f2py/tests/src/module_data/mod.mod differ diff --git a/EXE version/main/numpy/f2py/tests/src/module_data/module_data_docstring.f90 b/EXE version/main/numpy/f2py/tests/src/module_data/module_data_docstring.f90 new file mode 100644 index 00000000..4505e0cb --- /dev/null +++ b/EXE version/main/numpy/f2py/tests/src/module_data/module_data_docstring.f90 @@ -0,0 +1,12 @@ +module mod + integer :: i + integer :: x(4) + real, dimension(2,3) :: a + real, allocatable, dimension(:,:) :: b +contains + subroutine foo + integer :: k + k = 1 + a(1,2) = a(1,2)+3 + end subroutine foo +end module mod diff --git a/EXE version/main/numpy/f2py/tests/src/parameter/constant_both.f90 b/EXE version/main/numpy/f2py/tests/src/parameter/constant_both.f90 new file mode 100644 index 00000000..ac90cedc --- /dev/null +++ b/EXE version/main/numpy/f2py/tests/src/parameter/constant_both.f90 @@ -0,0 +1,57 @@ +! Check that parameters are correct intercepted. +! Constants with comma separations are commonly +! used, for instance Pi = 3._dp +subroutine foo(x) + implicit none + integer, parameter :: sp = selected_real_kind(6) + integer, parameter :: dp = selected_real_kind(15) + integer, parameter :: ii = selected_int_kind(9) + integer, parameter :: il = selected_int_kind(18) + real(dp), intent(inout) :: x + dimension x(3) + real(sp), parameter :: three_s = 3._sp + real(dp), parameter :: three_d = 3._dp + integer(ii), parameter :: three_i = 3_ii + integer(il), parameter :: three_l = 3_il + x(1) = x(1) + x(2) * three_s * three_i + x(3) * three_d * three_l + x(2) = x(2) * three_s + x(3) = x(3) * three_l + return +end subroutine + + +subroutine foo_no(x) + implicit none + integer, parameter :: sp = selected_real_kind(6) + integer, parameter :: dp = selected_real_kind(15) + integer, parameter :: ii = selected_int_kind(9) + integer, parameter :: il = selected_int_kind(18) + real(dp), intent(inout) :: x + dimension x(3) + real(sp), parameter :: three_s = 3. + real(dp), parameter :: three_d = 3. + integer(ii), parameter :: three_i = 3 + integer(il), parameter :: three_l = 3 + x(1) = x(1) + x(2) * three_s * three_i + x(3) * three_d * three_l + x(2) = x(2) * three_s + x(3) = x(3) * three_l + return +end subroutine + +subroutine foo_sum(x) + implicit none + integer, parameter :: sp = selected_real_kind(6) + integer, parameter :: dp = selected_real_kind(15) + integer, parameter :: ii = selected_int_kind(9) + integer, parameter :: il = selected_int_kind(18) + real(dp), intent(inout) :: x + dimension x(3) + real(sp), parameter :: three_s = 2._sp + 1._sp + real(dp), parameter :: three_d = 1._dp + 2._dp + integer(ii), parameter :: three_i = 2_ii + 1_ii + integer(il), parameter :: three_l = 1_il + 2_il + x(1) = x(1) + x(2) * three_s * three_i + x(3) * three_d * three_l + x(2) = x(2) * three_s + x(3) = x(3) * three_l + return +end subroutine diff --git a/EXE version/main/numpy/f2py/tests/src/parameter/constant_compound.f90 b/EXE version/main/numpy/f2py/tests/src/parameter/constant_compound.f90 new file mode 100644 index 00000000..e51f5e9b --- /dev/null +++ b/EXE version/main/numpy/f2py/tests/src/parameter/constant_compound.f90 @@ -0,0 +1,15 @@ +! Check that parameters are correct intercepted. +! Constants with comma separations are commonly +! used, for instance Pi = 3._dp +subroutine foo_compound_int(x) + implicit none + integer, parameter :: ii = selected_int_kind(9) + integer(ii), intent(inout) :: x + dimension x(3) + integer(ii), parameter :: three = 3_ii + integer(ii), parameter :: two = 2_ii + integer(ii), parameter :: six = three * 1_ii * two + + x(1) = x(1) + x(2) + x(3) * six + return +end subroutine diff --git a/EXE version/main/numpy/f2py/tests/src/parameter/constant_integer.f90 b/EXE version/main/numpy/f2py/tests/src/parameter/constant_integer.f90 new file mode 100644 index 00000000..aaa83d2e --- /dev/null +++ b/EXE version/main/numpy/f2py/tests/src/parameter/constant_integer.f90 @@ -0,0 +1,22 @@ +! Check that parameters are correct intercepted. +! Constants with comma separations are commonly +! used, for instance Pi = 3._dp +subroutine foo_int(x) + implicit none + integer, parameter :: ii = selected_int_kind(9) + integer(ii), intent(inout) :: x + dimension x(3) + integer(ii), parameter :: three = 3_ii + x(1) = x(1) + x(2) + x(3) * three + return +end subroutine + +subroutine foo_long(x) + implicit none + integer, parameter :: ii = selected_int_kind(18) + integer(ii), intent(inout) :: x + dimension x(3) + integer(ii), parameter :: three = 3_ii + x(1) = x(1) + x(2) + x(3) * three + return +end subroutine diff --git a/EXE version/main/numpy/f2py/tests/src/parameter/constant_non_compound.f90 b/EXE version/main/numpy/f2py/tests/src/parameter/constant_non_compound.f90 new file mode 100644 index 00000000..62c9a5b9 --- /dev/null +++ b/EXE version/main/numpy/f2py/tests/src/parameter/constant_non_compound.f90 @@ -0,0 +1,23 @@ +! Check that parameters are correct intercepted. +! Specifically that types of constants without +! compound kind specs are correctly inferred +! adapted Gibbs iteration code from pymc +! for this test case +subroutine foo_non_compound_int(x) + implicit none + integer, parameter :: ii = selected_int_kind(9) + + integer(ii) maxiterates + parameter (maxiterates=2) + + integer(ii) maxseries + parameter (maxseries=2) + + integer(ii) wasize + parameter (wasize=maxiterates*maxseries) + integer(ii), intent(inout) :: x + dimension x(wasize) + + x(1) = x(1) + x(2) + x(3) + x(4) * wasize + return +end subroutine diff --git a/EXE version/main/numpy/f2py/tests/src/parameter/constant_real.f90 b/EXE version/main/numpy/f2py/tests/src/parameter/constant_real.f90 new file mode 100644 index 00000000..02ac9dd9 --- /dev/null +++ b/EXE version/main/numpy/f2py/tests/src/parameter/constant_real.f90 @@ -0,0 +1,23 @@ +! Check that parameters are correct intercepted. +! Constants with comma separations are commonly +! used, for instance Pi = 3._dp +subroutine foo_single(x) + implicit none + integer, parameter :: rp = selected_real_kind(6) + real(rp), intent(inout) :: x + dimension x(3) + real(rp), parameter :: three = 3._rp + x(1) = x(1) + x(2) + x(3) * three + return +end subroutine + +subroutine foo_double(x) + implicit none + integer, parameter :: rp = selected_real_kind(15) + real(rp), intent(inout) :: x + dimension x(3) + real(rp), parameter :: three = 3._rp + x(1) = x(1) + x(2) + x(3) * three + return +end subroutine + diff --git a/EXE version/main/numpy/f2py/tests/src/regression/inout.f90 b/EXE version/main/numpy/f2py/tests/src/regression/inout.f90 new file mode 100644 index 00000000..80cdad90 --- /dev/null +++ b/EXE version/main/numpy/f2py/tests/src/regression/inout.f90 @@ -0,0 +1,9 @@ +! Check that intent(in out) translates as intent(inout). +! The separation seems to be a common usage. + subroutine foo(x) + implicit none + real(4), intent(in out) :: x + dimension x(3) + x(1) = x(1) + x(2) + x(3) + return + end diff --git a/EXE version/main/numpy/f2py/tests/src/size/foo.f90 b/EXE version/main/numpy/f2py/tests/src/size/foo.f90 new file mode 100644 index 00000000..5b66f8c4 --- /dev/null +++ b/EXE version/main/numpy/f2py/tests/src/size/foo.f90 @@ -0,0 +1,44 @@ + +subroutine foo(a, n, m, b) + implicit none + + real, intent(in) :: a(n, m) + integer, intent(in) :: n, m + real, intent(out) :: b(size(a, 1)) + + integer :: i + + do i = 1, size(b) + b(i) = sum(a(i,:)) + enddo +end subroutine + +subroutine trans(x,y) + implicit none + real, intent(in), dimension(:,:) :: x + real, intent(out), dimension( size(x,2), size(x,1) ) :: y + integer :: N, M, i, j + N = size(x,1) + M = size(x,2) + DO i=1,N + do j=1,M + y(j,i) = x(i,j) + END DO + END DO +end subroutine trans + +subroutine flatten(x,y) + implicit none + real, intent(in), dimension(:,:) :: x + real, intent(out), dimension( size(x) ) :: y + integer :: N, M, i, j, k + N = size(x,1) + M = size(x,2) + k = 1 + DO i=1,N + do j=1,M + y(k) = x(i,j) + k = k + 1 + END DO + END DO +end subroutine flatten diff --git a/EXE version/main/numpy/f2py/tests/src/string/char.f90 b/EXE version/main/numpy/f2py/tests/src/string/char.f90 new file mode 100644 index 00000000..bb7985ce --- /dev/null +++ b/EXE version/main/numpy/f2py/tests/src/string/char.f90 @@ -0,0 +1,29 @@ +MODULE char_test + +CONTAINS + +SUBROUTINE change_strings(strings, n_strs, out_strings) + IMPLICIT NONE + + ! Inputs + INTEGER, INTENT(IN) :: n_strs + CHARACTER, INTENT(IN), DIMENSION(2,n_strs) :: strings + CHARACTER, INTENT(OUT), DIMENSION(2,n_strs) :: out_strings + +!f2py INTEGER, INTENT(IN) :: n_strs +!f2py CHARACTER, INTENT(IN), DIMENSION(2,n_strs) :: strings +!f2py CHARACTER, INTENT(OUT), DIMENSION(2,n_strs) :: strings + + ! Misc. + INTEGER*4 :: j + + + DO j=1, n_strs + out_strings(1,j) = strings(1,j) + out_strings(2,j) = 'A' + END DO + +END SUBROUTINE change_strings + +END MODULE char_test + diff --git a/EXE version/main/numpy/fft/__init__.pyi b/EXE version/main/numpy/fft/__init__.pyi new file mode 100644 index 00000000..3c191a35 --- /dev/null +++ b/EXE version/main/numpy/fft/__init__.pyi @@ -0,0 +1,22 @@ +from typing import Any, List + +__all__: List[str] + +def fft(a, n=..., axis=..., norm=...): ... +def ifft(a, n=..., axis=..., norm=...): ... +def rfft(a, n=..., axis=..., norm=...): ... +def irfft(a, n=..., axis=..., norm=...): ... +def hfft(a, n=..., axis=..., norm=...): ... +def ihfft(a, n=..., axis=..., norm=...): ... +def fftn(a, s=..., axes=..., norm=...): ... +def ifftn(a, s=..., axes=..., norm=...): ... +def rfftn(a, s=..., axes=..., norm=...): ... +def irfftn(a, s=..., axes=..., norm=...): ... +def fft2(a, s=..., axes=..., norm=...): ... +def ifft2(a, s=..., axes=..., norm=...): ... +def rfft2(a, s=..., axes=..., norm=...): ... +def irfft2(a, s=..., axes=..., norm=...): ... +def fftshift(x, axes=...): ... +def ifftshift(x, axes=...): ... +def fftfreq(n, d=...): ... +def rfftfreq(n, d=...): ... diff --git a/EXE version/main/numpy/fft/_pocketfft_internal.cp39-win_amd64.pyd b/EXE version/main/numpy/fft/_pocketfft_internal.cp39-win_amd64.pyd new file mode 100644 index 00000000..c12bfa50 Binary files /dev/null and b/EXE version/main/numpy/fft/_pocketfft_internal.cp39-win_amd64.pyd differ diff --git a/EXE version/main/numpy/lib/__init__.pyi b/EXE version/main/numpy/lib/__init__.pyi new file mode 100644 index 00000000..2904b6a8 --- /dev/null +++ b/EXE version/main/numpy/lib/__init__.pyi @@ -0,0 +1,233 @@ +import math as math +from typing import Any, List + +from numpy import ( + ndenumerate as ndenumerate, + ndindex as ndindex, +) + +from numpy.version import version + +from numpy.lib import ( + format as format, + mixins as mixins, + scimath as scimath, + stride_tricks as stride_stricks, +) + +from numpy.lib._version import ( + NumpyVersion as NumpyVersion, +) + +from numpy.lib.arraypad import ( + pad as pad, +) + +from numpy.lib.arraysetops import ( + ediff1d as ediff1d, + intersect1d as intersect1d, + setxor1d as setxor1d, + union1d as union1d, + setdiff1d as setdiff1d, + unique as unique, + in1d as in1d, + isin as isin, +) + +from numpy.lib.arrayterator import ( + Arrayterator as Arrayterator, +) + +from numpy.lib.function_base import ( + select as select, + piecewise as piecewise, + trim_zeros as trim_zeros, + copy as copy, + iterable as iterable, + percentile as percentile, + diff as diff, + gradient as gradient, + angle as angle, + unwrap as unwrap, + sort_complex as sort_complex, + disp as disp, + flip as flip, + rot90 as rot90, + extract as extract, + place as place, + vectorize as vectorize, + asarray_chkfinite as asarray_chkfinite, + average as average, + bincount as bincount, + digitize as digitize, + cov as cov, + corrcoef as corrcoef, + msort as msort, + median as median, + sinc as sinc, + hamming as hamming, + hanning as hanning, + bartlett as bartlett, + blackman as blackman, + kaiser as kaiser, + trapz as trapz, + i0 as i0, + add_newdoc as add_newdoc, + add_docstring as add_docstring, + meshgrid as meshgrid, + delete as delete, + insert as insert, + append as append, + interp as interp, + add_newdoc_ufunc as add_newdoc_ufunc, + quantile as quantile, +) + +from numpy.lib.index_tricks import ( + ravel_multi_index as ravel_multi_index, + unravel_index as unravel_index, + mgrid as mgrid, + ogrid as ogrid, + r_ as r_, + c_ as c_, + s_ as s_, + index_exp as index_exp, + ix_ as ix_, + fill_diagonal as fill_diagonal, + diag_indices as diag_indices, + diag_indices_from as diag_indices_from, +) + +from numpy.lib.nanfunctions import ( + nansum as nansum, + nanmax as nanmax, + nanmin as nanmin, + nanargmax as nanargmax, + nanargmin as nanargmin, + nanmean as nanmean, + nanmedian as nanmedian, + nanpercentile as nanpercentile, + nanvar as nanvar, + nanstd as nanstd, + nanprod as nanprod, + nancumsum as nancumsum, + nancumprod as nancumprod, + nanquantile as nanquantile, +) + +from numpy.lib.npyio import ( + savetxt as savetxt, + loadtxt as loadtxt, + genfromtxt as genfromtxt, + recfromtxt as recfromtxt, + recfromcsv as recfromcsv, + load as load, + loads as loads, + save as save, + savez as savez, + savez_compressed as savez_compressed, + packbits as packbits, + unpackbits as unpackbits, + fromregex as fromregex, + DataSource as DataSource, +) + +from numpy.lib.polynomial import ( + poly as poly, + roots as roots, + polyint as polyint, + polyder as polyder, + polyadd as polyadd, + polysub as polysub, + polymul as polymul, + polydiv as polydiv, + polyval as polyval, + polyfit as polyfit, + RankWarning as RankWarning, + poly1d as poly1d, +) + +from numpy.lib.shape_base import ( + column_stack as column_stack, + row_stack as row_stack, + dstack as dstack, + array_split as array_split, + split as split, + hsplit as hsplit, + vsplit as vsplit, + dsplit as dsplit, + apply_over_axes as apply_over_axes, + expand_dims as expand_dims, + apply_along_axis as apply_along_axis, + kron as kron, + tile as tile, + get_array_wrap as get_array_wrap, + take_along_axis as take_along_axis, + put_along_axis as put_along_axis, +) + +from numpy.lib.stride_tricks import ( + broadcast_to as broadcast_to, + broadcast_arrays as broadcast_arrays, + broadcast_shapes as broadcast_shapes, +) + +from numpy.lib.twodim_base import ( + diag as diag, + diagflat as diagflat, + eye as eye, + fliplr as fliplr, + flipud as flipud, + tri as tri, + triu as triu, + tril as tril, + vander as vander, + histogram2d as histogram2d, + mask_indices as mask_indices, + tril_indices as tril_indices, + tril_indices_from as tril_indices_from, + triu_indices as triu_indices, + triu_indices_from as triu_indices_from, +) + +from numpy.lib.type_check import ( + mintypecode as mintypecode, + asfarray as asfarray, + real as real, + imag as imag, + iscomplex as iscomplex, + isreal as isreal, + iscomplexobj as iscomplexobj, + isrealobj as isrealobj, + nan_to_num as nan_to_num, + real_if_close as real_if_close, + typename as typename, + common_type as common_type, +) + +from numpy.lib.ufunclike import ( + fix as fix, + isposinf as isposinf, + isneginf as isneginf, +) + +from numpy.lib.utils import ( + issubclass_ as issubclass_, + issubsctype as issubsctype, + issubdtype as issubdtype, + deprecate as deprecate, + deprecate_with_doc as deprecate_with_doc, + get_include as get_include, + info as info, + source as source, + who as who, + lookfor as lookfor, + byte_bounds as byte_bounds, + safe_eval as safe_eval, +) + +__all__: List[str] + +__version__ = version +emath = scimath +tracemalloc_domain: int diff --git a/EXE version/main/numpy/lib/_version.pyi b/EXE version/main/numpy/lib/_version.pyi new file mode 100644 index 00000000..3581d639 --- /dev/null +++ b/EXE version/main/numpy/lib/_version.pyi @@ -0,0 +1,19 @@ +from typing import Union, List + +__all__: List[str] + +class NumpyVersion: + vstring: str + version: str + major: int + minor: int + bugfix: int + pre_release: str + is_devversion: bool + def __init__(self, vstring: str) -> None: ... + def __lt__(self, other: Union[str, NumpyVersion]) -> bool: ... + def __le__(self, other: Union[str, NumpyVersion]) -> bool: ... + def __eq__(self, other: Union[str, NumpyVersion]) -> bool: ... # type: ignore[override] + def __ne__(self, other: Union[str, NumpyVersion]) -> bool: ... # type: ignore[override] + def __gt__(self, other: Union[str, NumpyVersion]) -> bool: ... + def __ge__(self, other: Union[str, NumpyVersion]) -> bool: ... diff --git a/EXE version/main/numpy/lib/arraypad.pyi b/EXE version/main/numpy/lib/arraypad.pyi new file mode 100644 index 00000000..64e3e133 --- /dev/null +++ b/EXE version/main/numpy/lib/arraypad.pyi @@ -0,0 +1,5 @@ +from typing import List + +__all__: List[str] + +def pad(array, pad_width, mode=..., **kwargs): ... diff --git a/EXE version/main/numpy/lib/arraysetops.pyi b/EXE version/main/numpy/lib/arraysetops.pyi new file mode 100644 index 00000000..029aa147 --- /dev/null +++ b/EXE version/main/numpy/lib/arraysetops.pyi @@ -0,0 +1,12 @@ +from typing import List + +__all__: List[str] + +def ediff1d(ary, to_end=..., to_begin=...): ... +def unique(ar, return_index=..., return_inverse=..., return_counts=..., axis=...): ... +def intersect1d(ar1, ar2, assume_unique=..., return_indices=...): ... +def setxor1d(ar1, ar2, assume_unique=...): ... +def in1d(ar1, ar2, assume_unique=..., invert=...): ... +def isin(element, test_elements, assume_unique=..., invert=...): ... +def union1d(ar1, ar2): ... +def setdiff1d(ar1, ar2, assume_unique=...): ... diff --git a/EXE version/main/numpy/lib/arrayterator.pyi b/EXE version/main/numpy/lib/arrayterator.pyi new file mode 100644 index 00000000..39d6fd84 --- /dev/null +++ b/EXE version/main/numpy/lib/arrayterator.pyi @@ -0,0 +1,53 @@ +import sys +from typing import ( + List, + Any, + TypeVar, + Generator, + List, + Union, + Tuple, + overload, +) + +from numpy import ndarray, dtype, generic +from numpy.typing import DTypeLike + +# TODO: Set a shape bound once we've got proper shape support +_Shape = TypeVar("_Shape", bound=Any) +_DType = TypeVar("_DType", bound=dtype[Any]) +_ScalarType = TypeVar("_ScalarType", bound=generic) + +_Index = Union[ + Union[ellipsis, int, slice], + Tuple[Union[ellipsis, int, slice], ...], +] + +__all__: List[str] + +# NOTE: In reality `Arrayterator` does not actually inherit from `ndarray`, +# but its ``__getattr__` method does wrap around the former and thus has +# access to all its methods + +class Arrayterator(ndarray[_Shape, _DType]): + var: ndarray[_Shape, _DType] # type: ignore[assignment] + buf_size: None | int + start: List[int] + stop: List[int] + step: List[int] + + @property # type: ignore[misc] + def shape(self) -> Tuple[int, ...]: ... + @property + def flat( # type: ignore[override] + self: ndarray[Any, dtype[_ScalarType]] + ) -> Generator[_ScalarType, None, None]: ... + def __init__( + self, var: ndarray[_Shape, _DType], buf_size: None | int = ... + ) -> None: ... + @overload + def __array__(self, dtype: None = ...) -> ndarray[Any, _DType]: ... + @overload + def __array__(self, dtype: DTypeLike) -> ndarray[Any, dtype[Any]]: ... + def __getitem__(self, index: _Index) -> Arrayterator[Any, _DType]: ... + def __iter__(self) -> Generator[ndarray[Any, _DType], None, None]: ... diff --git a/EXE version/main/numpy/lib/format.pyi b/EXE version/main/numpy/lib/format.pyi new file mode 100644 index 00000000..4c44d57b --- /dev/null +++ b/EXE version/main/numpy/lib/format.pyi @@ -0,0 +1,28 @@ +import sys +from typing import Any, List, Set + +if sys.version_info >= (3, 8): + from typing import Literal, Final +else: + from typing_extensions import Literal, Final + +__all__: List[str] + +EXPECTED_KEYS: Final[Set[str]] +MAGIC_PREFIX: Final[bytes] +MAGIC_LEN: Literal[8] +ARRAY_ALIGN: Literal[64] +BUFFER_SIZE: Literal[262144] # 2**18 + +def magic(major, minor): ... +def read_magic(fp): ... +def dtype_to_descr(dtype): ... +def descr_to_dtype(descr): ... +def header_data_from_array_1_0(array): ... +def write_array_header_1_0(fp, d): ... +def write_array_header_2_0(fp, d): ... +def read_array_header_1_0(fp): ... +def read_array_header_2_0(fp): ... +def write_array(fp, array, version=..., allow_pickle=..., pickle_kwargs=...): ... +def read_array(fp, allow_pickle=..., pickle_kwargs=...): ... +def open_memmap(filename, mode=..., dtype=..., shape=..., fortran_order=..., version=...): ... diff --git a/EXE version/main/numpy/lib/function_base.pyi b/EXE version/main/numpy/lib/function_base.pyi new file mode 100644 index 00000000..69c615c9 --- /dev/null +++ b/EXE version/main/numpy/lib/function_base.pyi @@ -0,0 +1,57 @@ +from typing import List + +from numpy import ( + vectorize as vectorize, +) + +from numpy.core.function_base import ( + add_newdoc as add_newdoc, +) + +from numpy.core.multiarray import ( + add_docstring as add_docstring, + bincount as bincount, +) +from numpy.core.umath import _add_newdoc_ufunc + +__all__: List[str] + +add_newdoc_ufunc = _add_newdoc_ufunc + +def rot90(m, k=..., axes = ...): ... +def flip(m, axis=...): ... +def iterable(y): ... +def average(a, axis=..., weights=..., returned=...): ... +def asarray_chkfinite(a, dtype=..., order=...): ... +def piecewise(x, condlist, funclist, *args, **kw): ... +def select(condlist, choicelist, default=...): ... +def copy(a, order=..., subok=...): ... +def gradient(f, *varargs, axis=..., edge_order=...): ... +def diff(a, n=..., axis=..., prepend = ..., append = ...): ... +def interp(x, xp, fp, left=..., right=..., period=...): ... +def angle(z, deg=...): ... +def unwrap(p, discont = ..., axis=..., *, period=...): ... +def sort_complex(a): ... +def trim_zeros(filt, trim=...): ... +def extract(condition, arr): ... +def place(arr, mask, vals): ... +def disp(mesg, device=..., linefeed=...): ... +def cov(m, y=..., rowvar=..., bias=..., ddof=..., fweights=..., aweights=..., *, dtype=...): ... +def corrcoef(x, y=..., rowvar=..., bias = ..., ddof = ..., *, dtype=...): ... +def blackman(M): ... +def bartlett(M): ... +def hanning(M): ... +def hamming(M): ... +def i0(x): ... +def kaiser(M, beta): ... +def sinc(x): ... +def msort(a): ... +def median(a, axis=..., out=..., overwrite_input=..., keepdims=...): ... +def percentile(a, q, axis=..., out=..., overwrite_input=..., interpolation=..., keepdims=...): ... +def quantile(a, q, axis=..., out=..., overwrite_input=..., interpolation=..., keepdims=...): ... +def trapz(y, x=..., dx=..., axis=...): ... +def meshgrid(*xi, copy=..., sparse=..., indexing=...): ... +def delete(arr, obj, axis=...): ... +def insert(arr, obj, values, axis=...): ... +def append(arr, values, axis=...): ... +def digitize(x, bins, right=...): ... diff --git a/EXE version/main/numpy/lib/histograms.pyi b/EXE version/main/numpy/lib/histograms.pyi new file mode 100644 index 00000000..25a33e3a --- /dev/null +++ b/EXE version/main/numpy/lib/histograms.pyi @@ -0,0 +1,7 @@ +from typing import List + +__all__: List[str] + +def histogram_bin_edges(a, bins=..., range=..., weights=...): ... +def histogram(a, bins=..., range=..., normed=..., weights=..., density=...): ... +def histogramdd(sample, bins=..., range=..., normed=..., weights=..., density=...): ... diff --git a/EXE version/main/numpy/lib/index_tricks.pyi b/EXE version/main/numpy/lib/index_tricks.pyi new file mode 100644 index 00000000..a3bfef6b --- /dev/null +++ b/EXE version/main/numpy/lib/index_tricks.pyi @@ -0,0 +1,194 @@ +import sys +from typing import ( + Any, + Tuple, + TypeVar, + Generic, + overload, + List, + Union, + Sequence, +) + +from numpy import ( + # Circumvent a naming conflict with `AxisConcatenator.matrix` + matrix as _Matrix, + ndenumerate as ndenumerate, + ndindex as ndindex, + ndarray, + dtype, + integer, + str_, + bytes_, + bool_, + int_, + float_, + complex_, + intp, + _OrderCF, + _ModeKind, +) +from numpy.typing import ( + # Arrays + ArrayLike, + _NestedSequence, + _RecursiveSequence, + NDArray, + _ArrayLikeInt, + + # DTypes + DTypeLike, + _SupportsDType, + + # Shapes + _ShapeLike, +) + +if sys.version_info >= (3, 8): + from typing import Literal, SupportsIndex +else: + from typing_extensions import Literal, SupportsIndex + +_T = TypeVar("_T") +_DType = TypeVar("_DType", bound=dtype[Any]) +_BoolType = TypeVar("_BoolType", Literal[True], Literal[False]) +_TupType = TypeVar("_TupType", bound=Tuple[Any, ...]) +_ArrayType = TypeVar("_ArrayType", bound=ndarray[Any, Any]) + +__all__: List[str] + +@overload +def unravel_index( # type: ignore[misc] + indices: Union[int, integer[Any]], + shape: _ShapeLike, + order: _OrderCF = ... +) -> Tuple[intp, ...]: ... +@overload +def unravel_index( + indices: _ArrayLikeInt, + shape: _ShapeLike, + order: _OrderCF = ... +) -> Tuple[NDArray[intp], ...]: ... + +@overload +def ravel_multi_index( # type: ignore[misc] + multi_index: Sequence[Union[int, integer[Any]]], + dims: _ShapeLike, + mode: Union[_ModeKind, Tuple[_ModeKind, ...]] = ..., + order: _OrderCF = ... +) -> intp: ... +@overload +def ravel_multi_index( + multi_index: Sequence[_ArrayLikeInt], + dims: _ShapeLike, + mode: Union[_ModeKind, Tuple[_ModeKind, ...]] = ..., + order: _OrderCF = ... +) -> NDArray[intp]: ... + +@overload +def ix_(*args: _NestedSequence[_SupportsDType[_DType]]) -> Tuple[ndarray[Any, _DType], ...]: ... +@overload +def ix_(*args: _NestedSequence[str]) -> Tuple[NDArray[str_], ...]: ... +@overload +def ix_(*args: _NestedSequence[bytes]) -> Tuple[NDArray[bytes_], ...]: ... +@overload +def ix_(*args: _NestedSequence[bool]) -> Tuple[NDArray[bool_], ...]: ... +@overload +def ix_(*args: _NestedSequence[int]) -> Tuple[NDArray[int_], ...]: ... +@overload +def ix_(*args: _NestedSequence[float]) -> Tuple[NDArray[float_], ...]: ... +@overload +def ix_(*args: _NestedSequence[complex]) -> Tuple[NDArray[complex_], ...]: ... +@overload +def ix_(*args: _RecursiveSequence) -> Tuple[NDArray[Any], ...]: ... + +class nd_grid(Generic[_BoolType]): + sparse: _BoolType + def __init__(self, sparse: _BoolType = ...) -> None: ... + @overload + def __getitem__( + self: nd_grid[Literal[False]], + key: Union[slice, Sequence[slice]], + ) -> NDArray[Any]: ... + @overload + def __getitem__( + self: nd_grid[Literal[True]], + key: Union[slice, Sequence[slice]], + ) -> List[NDArray[Any]]: ... + +class MGridClass(nd_grid[Literal[False]]): + def __init__(self) -> None: ... + +mgrid: MGridClass + +class OGridClass(nd_grid[Literal[True]]): + def __init__(self) -> None: ... + +ogrid: OGridClass + +class AxisConcatenator: + axis: int + matrix: bool + ndmin: int + trans1d: int + def __init__( + self, + axis: int = ..., + matrix: bool = ..., + ndmin: int = ..., + trans1d: int = ..., + ) -> None: ... + @staticmethod + @overload + def concatenate( # type: ignore[misc] + *a: ArrayLike, axis: SupportsIndex = ..., out: None = ... + ) -> NDArray[Any]: ... + @staticmethod + @overload + def concatenate( + *a: ArrayLike, axis: SupportsIndex = ..., out: _ArrayType = ... + ) -> _ArrayType: ... + @staticmethod + def makemat( + data: ArrayLike, dtype: DTypeLike = ..., copy: bool = ... + ) -> _Matrix: ... + + # TODO: Sort out this `__getitem__` method + def __getitem__(self, key: Any) -> Any: ... + +class RClass(AxisConcatenator): + axis: Literal[0] + matrix: Literal[False] + ndmin: Literal[1] + trans1d: Literal[-1] + def __init__(self) -> None: ... + +r_: RClass + +class CClass(AxisConcatenator): + axis: Literal[-1] + matrix: Literal[False] + ndmin: Literal[2] + trans1d: Literal[0] + def __init__(self) -> None: ... + +c_: CClass + +class IndexExpression(Generic[_BoolType]): + maketuple: _BoolType + def __init__(self, maketuple: _BoolType) -> None: ... + @overload + def __getitem__(self, item: _TupType) -> _TupType: ... # type: ignore[misc] + @overload + def __getitem__(self: IndexExpression[Literal[True]], item: _T) -> Tuple[_T]: ... + @overload + def __getitem__(self: IndexExpression[Literal[False]], item: _T) -> _T: ... + +index_exp: IndexExpression[Literal[True]] +s_: IndexExpression[Literal[False]] + +def fill_diagonal(a: ndarray[Any, Any], val: Any, wrap: bool = ...) -> None: ... +def diag_indices(n: int, ndim: int = ...) -> Tuple[NDArray[int_], ...]: ... +def diag_indices_from(arr: ArrayLike) -> Tuple[NDArray[int_], ...]: ... + +# NOTE: see `numpy/__init__.pyi` for `ndenumerate` and `ndindex` diff --git a/EXE version/main/numpy/lib/mixins.pyi b/EXE version/main/numpy/lib/mixins.pyi new file mode 100644 index 00000000..f137bb5b --- /dev/null +++ b/EXE version/main/numpy/lib/mixins.pyi @@ -0,0 +1,62 @@ +from typing import List +from abc import ABCMeta, abstractmethod + +__all__: List[str] + +# NOTE: `NDArrayOperatorsMixin` is not formally an abstract baseclass, +# even though it's reliant on subclasses implementing `__array_ufunc__` + +class NDArrayOperatorsMixin(metaclass=ABCMeta): + @abstractmethod + def __array_ufunc__(self, ufunc, method, *inputs, **kwargs): ... + def __lt__(self, other): ... + def __le__(self, other): ... + def __eq__(self, other): ... + def __ne__(self, other): ... + def __gt__(self, other): ... + def __ge__(self, other): ... + def __add__(self, other): ... + def __radd__(self, other): ... + def __iadd__(self, other): ... + def __sub__(self, other): ... + def __rsub__(self, other): ... + def __isub__(self, other): ... + def __mul__(self, other): ... + def __rmul__(self, other): ... + def __imul__(self, other): ... + def __matmul__(self, other): ... + def __rmatmul__(self, other): ... + def __imatmul__(self, other): ... + def __truediv__(self, other): ... + def __rtruediv__(self, other): ... + def __itruediv__(self, other): ... + def __floordiv__(self, other): ... + def __rfloordiv__(self, other): ... + def __ifloordiv__(self, other): ... + def __mod__(self, other): ... + def __rmod__(self, other): ... + def __imod__(self, other): ... + def __divmod__(self, other): ... + def __rdivmod__(self, other): ... + def __pow__(self, other): ... + def __rpow__(self, other): ... + def __ipow__(self, other): ... + def __lshift__(self, other): ... + def __rlshift__(self, other): ... + def __ilshift__(self, other): ... + def __rshift__(self, other): ... + def __rrshift__(self, other): ... + def __irshift__(self, other): ... + def __and__(self, other): ... + def __rand__(self, other): ... + def __iand__(self, other): ... + def __xor__(self, other): ... + def __rxor__(self, other): ... + def __ixor__(self, other): ... + def __or__(self, other): ... + def __ror__(self, other): ... + def __ior__(self, other): ... + def __neg__(self): ... + def __pos__(self): ... + def __abs__(self): ... + def __invert__(self): ... diff --git a/EXE version/main/numpy/lib/nanfunctions.pyi b/EXE version/main/numpy/lib/nanfunctions.pyi new file mode 100644 index 00000000..447770a5 --- /dev/null +++ b/EXE version/main/numpy/lib/nanfunctions.pyi @@ -0,0 +1,54 @@ +from typing import List + +__all__: List[str] + +def nanmin(a, axis=..., out=..., keepdims=...): ... +def nanmax(a, axis=..., out=..., keepdims=...): ... +def nanargmin(a, axis=...): ... +def nanargmax(a, axis=...): ... +def nansum(a, axis=..., dtype=..., out=..., keepdims=...): ... +def nanprod(a, axis=..., dtype=..., out=..., keepdims=...): ... +def nancumsum(a, axis=..., dtype=..., out=...): ... +def nancumprod(a, axis=..., dtype=..., out=...): ... +def nanmean(a, axis=..., dtype=..., out=..., keepdims=...): ... +def nanmedian( + a, + axis=..., + out=..., + overwrite_input=..., + keepdims=..., +): ... +def nanpercentile( + a, + q, + axis=..., + out=..., + overwrite_input=..., + interpolation=..., + keepdims=..., +): ... +def nanquantile( + a, + q, + axis=..., + out=..., + overwrite_input=..., + interpolation=..., + keepdims=..., +): ... +def nanvar( + a, + axis=..., + dtype=..., + out=..., + ddof=..., + keepdims=..., +): ... +def nanstd( + a, + axis=..., + dtype=..., + out=..., + ddof=..., + keepdims=..., +): ... diff --git a/EXE version/main/numpy/lib/npyio.pyi b/EXE version/main/numpy/lib/npyio.pyi new file mode 100644 index 00000000..50835792 --- /dev/null +++ b/EXE version/main/numpy/lib/npyio.pyi @@ -0,0 +1,104 @@ +from typing import Mapping, List, Any + +from numpy import ( + DataSource as DataSource, +) + +from numpy.core.multiarray import ( + packbits as packbits, + unpackbits as unpackbits, +) + +__all__: List[str] + +def loads(*args, **kwargs): ... + +class BagObj: + def __init__(self, obj): ... + def __getattribute__(self, key): ... + def __dir__(self): ... + +def zipfile_factory(file, *args, **kwargs): ... + +class NpzFile(Mapping[Any, Any]): + zip: Any + fid: Any + files: Any + allow_pickle: Any + pickle_kwargs: Any + f: Any + def __init__(self, fid, own_fid=..., allow_pickle=..., pickle_kwargs=...): ... + def __enter__(self): ... + def __exit__(self, exc_type, exc_value, traceback): ... + def close(self): ... + def __del__(self): ... + def __iter__(self): ... + def __len__(self): ... + def __getitem__(self, key): ... + def iteritems(self): ... + def iterkeys(self): ... + +def load(file, mmap_mode=..., allow_pickle=..., fix_imports=..., encoding=...): ... +def save(file, arr, allow_pickle=..., fix_imports=...): ... +def savez(file, *args, **kwds): ... +def savez_compressed(file, *args, **kwds): ... +def loadtxt( + fname, + dtype=..., + comments=..., + delimiter=..., + converters=..., + skiprows=..., + usecols=..., + unpack=..., + ndmin=..., + encoding=..., + max_rows=..., + *, + like=..., +): ... +def savetxt( + fname, + X, + fmt=..., + delimiter=..., + newline=..., + header=..., + footer=..., + comments=..., + encoding=..., +): ... +def fromregex(file, regexp, dtype, encoding=...): ... +def genfromtxt( + fname, + dtype=..., + comments=..., + delimiter=..., + skip_header=..., + skip_footer=..., + converters=..., + missing_values=..., + filling_values=..., + usecols=..., + names=..., + excludelist=..., + deletechars=..., + replace_space=..., + autostrip=..., + case_sensitive=..., + defaultfmt=..., + unpack=..., + usemask=..., + loose=..., + invalid_raise=..., + max_rows=..., + encoding=..., + *, + like=..., +): ... +def recfromtxt(fname, **kwargs): ... +def recfromcsv(fname, **kwargs): ... + +# NOTE: Deprecated +# def ndfromtxt(fname, **kwargs): ... +# def mafromtxt(fname, **kwargs): ... diff --git a/EXE version/main/numpy/lib/polynomial.pyi b/EXE version/main/numpy/lib/polynomial.pyi new file mode 100644 index 00000000..7d38658d --- /dev/null +++ b/EXE version/main/numpy/lib/polynomial.pyi @@ -0,0 +1,19 @@ +from typing import List + +from numpy import ( + RankWarning as RankWarning, + poly1d as poly1d, +) + +__all__: List[str] + +def poly(seq_of_zeros): ... +def roots(p): ... +def polyint(p, m=..., k=...): ... +def polyder(p, m=...): ... +def polyfit(x, y, deg, rcond=..., full=..., w=..., cov=...): ... +def polyval(p, x): ... +def polyadd(a1, a2): ... +def polysub(a1, a2): ... +def polymul(a1, a2): ... +def polydiv(u, v): ... diff --git a/EXE version/main/numpy/lib/scimath.pyi b/EXE version/main/numpy/lib/scimath.pyi new file mode 100644 index 00000000..d0d4af41 --- /dev/null +++ b/EXE version/main/numpy/lib/scimath.pyi @@ -0,0 +1,13 @@ +from typing import List + +__all__: List[str] + +def sqrt(x): ... +def log(x): ... +def log10(x): ... +def logn(n, x): ... +def log2(x): ... +def power(x, p): ... +def arccos(x): ... +def arcsin(x): ... +def arctanh(x): ... diff --git a/EXE version/main/numpy/lib/shape_base.pyi b/EXE version/main/numpy/lib/shape_base.pyi new file mode 100644 index 00000000..09edbcb6 --- /dev/null +++ b/EXE version/main/numpy/lib/shape_base.pyi @@ -0,0 +1,24 @@ +from typing import List + +from numpy.core.shape_base import vstack + +__all__: List[str] + +row_stack = vstack + +def take_along_axis(arr, indices, axis): ... +def put_along_axis(arr, indices, values, axis): ... +def apply_along_axis(func1d, axis, arr, *args, **kwargs): ... +def apply_over_axes(func, a, axes): ... +def expand_dims(a, axis): ... +def column_stack(tup): ... +def dstack(tup): ... +def array_split(ary, indices_or_sections, axis=...): ... +def split(ary, indices_or_sections, axis=...): ... +def hsplit(ary, indices_or_sections): ... +def vsplit(ary, indices_or_sections): ... +def dsplit(ary, indices_or_sections): ... +def get_array_prepare(*args): ... +def get_array_wrap(*args): ... +def kron(a, b): ... +def tile(A, reps): ... diff --git a/EXE version/main/numpy/lib/stride_tricks.pyi b/EXE version/main/numpy/lib/stride_tricks.pyi new file mode 100644 index 00000000..d2e744b5 --- /dev/null +++ b/EXE version/main/numpy/lib/stride_tricks.pyi @@ -0,0 +1,16 @@ +from typing import Any, List + +from numpy.typing import _ShapeLike, _Shape + +__all__: List[str] + +class DummyArray: + __array_interface__: Any + base: Any + def __init__(self, interface, base=...): ... + +def as_strided(x, shape=..., strides=..., subok=..., writeable=...): ... +def sliding_window_view(x, window_shape, axis=..., *, subok=..., writeable=...): ... +def broadcast_to(array, shape, subok=...): ... +def broadcast_shapes(*args: _ShapeLike) -> _Shape: ... +def broadcast_arrays(*args, subok=...): ... diff --git a/EXE version/main/numpy/lib/tests/data/py2-objarr.npy b/EXE version/main/numpy/lib/tests/data/py2-objarr.npy new file mode 100644 index 00000000..12936c92 Binary files /dev/null and b/EXE version/main/numpy/lib/tests/data/py2-objarr.npy differ diff --git a/EXE version/main/numpy/lib/tests/data/py2-objarr.npz b/EXE version/main/numpy/lib/tests/data/py2-objarr.npz new file mode 100644 index 00000000..68a3b53a Binary files /dev/null and b/EXE version/main/numpy/lib/tests/data/py2-objarr.npz differ diff --git a/EXE version/main/numpy/lib/tests/data/py3-objarr.npy b/EXE version/main/numpy/lib/tests/data/py3-objarr.npy new file mode 100644 index 00000000..6776074b Binary files /dev/null and b/EXE version/main/numpy/lib/tests/data/py3-objarr.npy differ diff --git a/EXE 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Optional, Any + +from numpy import ndarray, _OrderCF +from numpy.typing import ArrayLike, DTypeLike + +__all__: List[str] + +def fliplr(m): ... +def flipud(m): ... + +def eye( + N: int, + M: Optional[int] = ..., + k: int = ..., + dtype: DTypeLike = ..., + order: _OrderCF = ..., + *, + like: Optional[ArrayLike] = ... +) -> ndarray[Any, Any]: ... + +def diag(v, k=...): ... +def diagflat(v, k=...): ... +def tri(N, M=..., k=..., dtype = ..., *, like=...): ... +def tril(m, k=...): ... +def triu(m, k=...): ... +def vander(x, N=..., increasing=...): ... +def histogram2d(x, y, bins=..., range=..., normed=..., weights=..., density=...): ... +def mask_indices(n, mask_func, k=...): ... +def tril_indices(n, k=..., m=...): ... +def tril_indices_from(arr, k=...): ... +def triu_indices(n, k=..., m=...): ... +def triu_indices_from(arr, k=...): ... diff --git a/EXE version/main/numpy/lib/type_check.pyi b/EXE version/main/numpy/lib/type_check.pyi new file mode 100644 index 00000000..7da02bb9 --- /dev/null +++ b/EXE version/main/numpy/lib/type_check.pyi @@ -0,0 +1,19 @@ +from typing import List + +__all__: List[str] + +def mintypecode(typechars, typeset=..., default=...): ... +def asfarray(a, dtype = ...): ... +def real(val): ... +def imag(val): ... +def iscomplex(x): ... +def isreal(x): ... +def iscomplexobj(x): ... +def isrealobj(x): ... +def nan_to_num(x, copy=..., nan=..., posinf=..., neginf=...): ... +def real_if_close(a, tol=...): ... +def typename(char): ... +def common_type(*arrays): ... + +# NOTE: Deprecated +# def asscalar(a): ... diff --git a/EXE version/main/numpy/lib/ufunclike.pyi b/EXE version/main/numpy/lib/ufunclike.pyi new file mode 100644 index 00000000..03f08ebf --- /dev/null +++ b/EXE version/main/numpy/lib/ufunclike.pyi @@ -0,0 +1,66 @@ +from typing import Any, overload, TypeVar, List, Union + +from numpy import floating, bool_, object_, ndarray +from numpy.typing import ( + NDArray, + _FloatLike_co, + _ArrayLikeFloat_co, + _ArrayLikeObject_co, +) + +_ArrayType = TypeVar("_ArrayType", bound=ndarray[Any, Any]) + +__all__: List[str] + +@overload +def fix( # type: ignore[misc] + x: _FloatLike_co, + out: None = ..., +) -> floating[Any]: ... +@overload +def fix( + x: _ArrayLikeFloat_co, + out: None = ..., +) -> NDArray[floating[Any]]: ... +@overload +def fix( + x: _ArrayLikeObject_co, + out: None = ..., +) -> NDArray[object_]: ... +@overload +def fix( + x: Union[_ArrayLikeFloat_co, _ArrayLikeObject_co], + out: _ArrayType, +) -> _ArrayType: ... + +@overload +def isposinf( # type: ignore[misc] + x: _FloatLike_co, + out: None = ..., +) -> bool_: ... +@overload +def isposinf( + x: _ArrayLikeFloat_co, + out: None = ..., +) -> NDArray[bool_]: ... +@overload +def isposinf( + x: _ArrayLikeFloat_co, + out: _ArrayType, +) -> _ArrayType: ... + +@overload +def isneginf( # type: ignore[misc] + x: _FloatLike_co, + out: None = ..., +) -> bool_: ... +@overload +def isneginf( + x: _ArrayLikeFloat_co, + out: None = ..., +) -> NDArray[bool_]: ... +@overload +def isneginf( + x: _ArrayLikeFloat_co, + out: _ArrayType, +) -> _ArrayType: ... diff --git a/EXE version/main/numpy/lib/utils.pyi b/EXE version/main/numpy/lib/utils.pyi new file mode 100644 index 00000000..0518655c --- /dev/null +++ b/EXE version/main/numpy/lib/utils.pyi @@ -0,0 +1,99 @@ +import sys +from ast import AST +from typing import ( + Any, + Callable, + List, + Mapping, + Optional, + overload, + Sequence, + Tuple, + TypeVar, + Union, +) + +from numpy import ndarray, generic + +from numpy.core.numerictypes import ( + issubclass_ as issubclass_, + issubdtype as issubdtype, + issubsctype as issubsctype, +) + +if sys.version_info >= (3, 8): + from typing import Protocol +else: + from typing_extensions import Protocol + +_T_contra = TypeVar("_T_contra", contravariant=True) +_FuncType = TypeVar("_FuncType", bound=Callable[..., Any]) + +# A file-like object opened in `w` mode +class _SupportsWrite(Protocol[_T_contra]): + def write(self, __s: _T_contra) -> Any: ... + +__all__: List[str] + +class _Deprecate: + old_name: Optional[str] + new_name: Optional[str] + message: Optional[str] + def __init__( + self, + old_name: Optional[str] = ..., + new_name: Optional[str] = ..., + message: Optional[str] = ..., + ) -> None: ... + # NOTE: `__call__` can in principle take arbitrary `*args` and `**kwargs`, + # even though they aren't used for anything + def __call__(self, func: _FuncType) -> _FuncType: ... + +def get_include() -> str: ... + +@overload +def deprecate( + *, + old_name: Optional[str] = ..., + new_name: Optional[str] = ..., + message: Optional[str] = ..., +) -> _Deprecate: ... +@overload +def deprecate( + __func: _FuncType, + old_name: Optional[str] = ..., + new_name: Optional[str] = ..., + message: Optional[str] = ..., +) -> _FuncType: ... + +def deprecate_with_doc(msg: Optional[str]) -> _Deprecate: ... + +# NOTE: In practice `byte_bounds` can (potentially) take any object +# implementing the `__array_interface__` protocol. The caveat is +# that certain keys, marked as optional in the spec, must be present for +# `byte_bounds`. This concerns `"strides"` and `"data"`. +def byte_bounds(a: Union[generic, ndarray[Any, Any]]) -> Tuple[int, int]: ... + +def who(vardict: Optional[Mapping[str, ndarray[Any, Any]]] = ...) -> None: ... + +def info( + object: object = ..., + maxwidth: int = ..., + output: Optional[_SupportsWrite[str]] = ..., + toplevel: str = ..., +) -> None: ... + +def source( + object: object, + output: Optional[_SupportsWrite[str]] = ..., +) -> None: ... + +def lookfor( + what: str, + module: Union[None, str, Sequence[str]] = ..., + import_modules: bool = ..., + regenerate: bool = ..., + output: Optional[_SupportsWrite[str]] =..., +) -> None: ... + +def safe_eval(source: Union[str, AST]) -> Any: ... diff --git a/EXE version/main/numpy/linalg/__init__.pyi b/EXE version/main/numpy/linalg/__init__.pyi new file mode 100644 index 00000000..5080019f --- /dev/null +++ b/EXE version/main/numpy/linalg/__init__.pyi @@ -0,0 +1,26 @@ +from typing import Any, List + +__all__: List[str] + +class LinAlgError(Exception): ... + +def tensorsolve(a, b, axes=...): ... +def solve(a, b): ... +def tensorinv(a, ind=...): ... +def inv(a): ... +def matrix_power(a, n): ... +def cholesky(a): ... +def qr(a, mode=...): ... +def eigvals(a): ... +def eigvalsh(a, UPLO=...): ... +def eig(a): ... +def eigh(a, UPLO=...): ... +def svd(a, full_matrices=..., compute_uv=..., hermitian=...): ... +def cond(x, p=...): ... +def matrix_rank(M, tol=..., hermitian=...): ... +def pinv(a, rcond=..., hermitian=...): ... +def slogdet(a): ... +def det(a): ... +def lstsq(a, b, rcond=...): ... +def norm(x, ord=..., axis=..., keepdims=...): ... +def multi_dot(arrays, *, out=...): ... diff --git a/EXE version/main/numpy/linalg/_umath_linalg.cp39-win_amd64.pyd b/EXE version/main/numpy/linalg/_umath_linalg.cp39-win_amd64.pyd new file mode 100644 index 00000000..923cfe02 Binary files /dev/null and b/EXE version/main/numpy/linalg/_umath_linalg.cp39-win_amd64.pyd differ diff --git a/EXE version/main/numpy/linalg/lapack_lite.cp39-win_amd64.pyd b/EXE version/main/numpy/linalg/lapack_lite.cp39-win_amd64.pyd new file mode 100644 index 00000000..9253c8f9 Binary files /dev/null and b/EXE version/main/numpy/linalg/lapack_lite.cp39-win_amd64.pyd differ diff --git a/EXE version/main/numpy/ma/__init__.pyi b/EXE version/main/numpy/ma/__init__.pyi new file mode 100644 index 00000000..a9a833e5 --- /dev/null +++ b/EXE version/main/numpy/ma/__init__.pyi @@ -0,0 +1,232 @@ +from typing import Any, List + +from numpy.ma import extras as extras + +from numpy.ma.core import ( + MAError as MAError, + MaskError as MaskError, + MaskType as MaskType, + MaskedArray as MaskedArray, + abs as abs, + absolute as absolute, + add as add, + all as all, + allclose as allclose, + allequal as allequal, + alltrue as alltrue, + amax as amax, + amin as amin, + angle as angle, + anom as anom, + anomalies as anomalies, + any as any, + append as append, + arange as arange, + arccos as arccos, + arccosh as arccosh, + arcsin as arcsin, + arcsinh as arcsinh, + arctan as arctan, + arctan2 as arctan2, + arctanh as arctanh, + argmax as argmax, + argmin as argmin, + argsort as argsort, + around as around, + array as array, + asanyarray as asanyarray, + asarray as asarray, + bitwise_and as bitwise_and, + bitwise_or as bitwise_or, + bitwise_xor as bitwise_xor, + bool_ as bool_, + ceil as ceil, + choose as choose, + clip as clip, + common_fill_value as common_fill_value, + compress as compress, + compressed as compressed, + concatenate as concatenate, + conjugate as conjugate, + convolve as convolve, + copy as copy, + correlate as correlate, + cos as cos, + cosh as cosh, + count as count, + cumprod as cumprod, + cumsum as cumsum, + default_fill_value as default_fill_value, + diag as diag, + diagonal as diagonal, + diff as diff, + divide as divide, + empty as empty, + empty_like as empty_like, + equal as equal, + exp as exp, + expand_dims as expand_dims, + fabs as fabs, + filled as filled, + fix_invalid as fix_invalid, + flatten_mask as flatten_mask, + flatten_structured_array as flatten_structured_array, + floor as floor, + floor_divide as floor_divide, + fmod as fmod, + frombuffer as frombuffer, + fromflex as fromflex, + fromfunction as fromfunction, + getdata as getdata, + getmask as getmask, + getmaskarray as getmaskarray, + greater as greater, + greater_equal as greater_equal, + harden_mask as harden_mask, + hypot as hypot, + identity as identity, + ids as ids, + indices as indices, + inner as inner, + innerproduct as innerproduct, + isMA as isMA, + isMaskedArray as isMaskedArray, + is_mask as is_mask, + is_masked as is_masked, + isarray as isarray, + left_shift as left_shift, + less as less, + less_equal as less_equal, + log as log, + log10 as log10, + log2 as log2, + logical_and as logical_and, + logical_not as logical_not, + logical_or as logical_or, + logical_xor as logical_xor, + make_mask as make_mask, + make_mask_descr as make_mask_descr, + make_mask_none as make_mask_none, + mask_or as mask_or, + masked as masked, + masked_array as masked_array, + masked_equal as masked_equal, + masked_greater as masked_greater, + masked_greater_equal as masked_greater_equal, + masked_inside as masked_inside, + masked_invalid as masked_invalid, + masked_less as masked_less, + masked_less_equal as masked_less_equal, + masked_not_equal as masked_not_equal, + masked_object as masked_object, + masked_outside as masked_outside, + masked_print_option as masked_print_option, + masked_singleton as masked_singleton, + masked_values as masked_values, + masked_where as masked_where, + max as max, + maximum as maximum, + maximum_fill_value as maximum_fill_value, + mean as mean, + min as min, + minimum as minimum, + minimum_fill_value as minimum_fill_value, + mod as mod, + multiply as multiply, + mvoid as mvoid, + ndim as ndim, + negative as negative, + nomask as nomask, + nonzero as nonzero, + not_equal as not_equal, + ones as ones, + outer as outer, + outerproduct as outerproduct, + power as power, + prod as prod, + product as product, + ptp as ptp, + put as put, + putmask as putmask, + ravel as ravel, + remainder as remainder, + repeat as repeat, + reshape as reshape, + resize as resize, + right_shift as right_shift, + round as round, + round_ as round_, + set_fill_value as set_fill_value, + shape as shape, + sin as sin, + sinh as sinh, + size as size, + soften_mask as soften_mask, + sometrue as sometrue, + sort as sort, + sqrt as sqrt, + squeeze as squeeze, + std as std, + subtract as subtract, + sum as sum, + swapaxes as swapaxes, + take as take, + tan as tan, + tanh as tanh, + trace as trace, + transpose as transpose, + true_divide as true_divide, + var as var, + where as where, + zeros as zeros, +) + +from numpy.ma.extras import ( + apply_along_axis as apply_along_axis, + apply_over_axes as apply_over_axes, + atleast_1d as atleast_1d, + atleast_2d as atleast_2d, + atleast_3d as atleast_3d, + average as average, + clump_masked as clump_masked, + clump_unmasked as clump_unmasked, + column_stack as column_stack, + compress_cols as compress_cols, + compress_nd as compress_nd, + compress_rowcols as compress_rowcols, + compress_rows as compress_rows, + count_masked as count_masked, + corrcoef as corrcoef, + cov as cov, + diagflat as diagflat, + dot as dot, + dstack as dstack, + ediff1d as ediff1d, + flatnotmasked_contiguous as flatnotmasked_contiguous, + flatnotmasked_edges as flatnotmasked_edges, + hsplit as hsplit, + hstack as hstack, + isin as isin, + in1d as in1d, + intersect1d as intersect1d, + mask_cols as mask_cols, + mask_rowcols as mask_rowcols, + mask_rows as mask_rows, + masked_all as masked_all, + masked_all_like as masked_all_like, + median as median, + mr_ as mr_, + notmasked_contiguous as notmasked_contiguous, + notmasked_edges as notmasked_edges, + polyfit as polyfit, + row_stack as row_stack, + setdiff1d as setdiff1d, + setxor1d as setxor1d, + stack as stack, + unique as unique, + union1d as union1d, + vander as vander, + vstack as vstack, +) + +__all__: List[str] diff --git a/EXE version/main/numpy/ma/core.pyi b/EXE version/main/numpy/ma/core.pyi new file mode 100644 index 00000000..e7e3f1f3 --- /dev/null +++ b/EXE version/main/numpy/ma/core.pyi @@ -0,0 +1,468 @@ +from typing import Any, List, TypeVar, Callable +from numpy import ndarray, dtype, float64 + +from numpy import ( + amax as amax, + amin as amin, + bool_ as bool_, + expand_dims as expand_dims, + diff as diff, + clip as clip, + indices as indices, + ones_like as ones_like, + squeeze as squeeze, + zeros_like as zeros_like, +) + +from numpy.lib.function_base import ( + angle as angle, +) + +# TODO: Set the `bound` to something more suitable once we +# have proper shape support +_ShapeType = TypeVar("_ShapeType", bound=Any) +_DType_co = TypeVar("_DType_co", bound=dtype[Any], covariant=True) + +__all__: List[str] + +MaskType = bool_ +nomask: bool_ + +class MaskedArrayFutureWarning(FutureWarning): ... +class MAError(Exception): ... +class MaskError(MAError): ... + +def default_fill_value(obj): ... +def minimum_fill_value(obj): ... +def maximum_fill_value(obj): ... +def set_fill_value(a, fill_value): ... +def common_fill_value(a, b): ... +def filled(a, fill_value=...): ... +def getdata(a, subok=...): ... +get_data = getdata + +def fix_invalid(a, mask=..., copy=..., fill_value=...): ... + +class _MaskedUFunc: + f: Any + __doc__: Any + __name__: Any + def __init__(self, ufunc): ... + +class _MaskedUnaryOperation(_MaskedUFunc): + fill: Any + domain: Any + def __init__(self, mufunc, fill=..., domain=...): ... + def __call__(self, a, *args, **kwargs): ... + +class _MaskedBinaryOperation(_MaskedUFunc): + fillx: Any + filly: Any + def __init__(self, mbfunc, fillx=..., filly=...): ... + def __call__(self, a, b, *args, **kwargs): ... + def reduce(self, target, axis=..., dtype=...): ... + def outer(self, a, b): ... + def accumulate(self, target, axis=...): ... + +class _DomainedBinaryOperation(_MaskedUFunc): + domain: Any + fillx: Any + filly: Any + def __init__(self, dbfunc, domain, fillx=..., filly=...): ... + def __call__(self, a, b, *args, **kwargs): ... + +exp: _MaskedUnaryOperation +conjugate: _MaskedUnaryOperation +sin: _MaskedUnaryOperation +cos: _MaskedUnaryOperation +arctan: _MaskedUnaryOperation +arcsinh: _MaskedUnaryOperation +sinh: _MaskedUnaryOperation +cosh: _MaskedUnaryOperation +tanh: _MaskedUnaryOperation +abs: _MaskedUnaryOperation +absolute: _MaskedUnaryOperation +fabs: _MaskedUnaryOperation +negative: _MaskedUnaryOperation +floor: _MaskedUnaryOperation +ceil: _MaskedUnaryOperation +around: _MaskedUnaryOperation +logical_not: _MaskedUnaryOperation +sqrt: _MaskedUnaryOperation +log: _MaskedUnaryOperation +log2: _MaskedUnaryOperation +log10: _MaskedUnaryOperation +tan: _MaskedUnaryOperation +arcsin: _MaskedUnaryOperation +arccos: _MaskedUnaryOperation +arccosh: _MaskedUnaryOperation +arctanh: _MaskedUnaryOperation + +add: _MaskedBinaryOperation +subtract: _MaskedBinaryOperation +multiply: _MaskedBinaryOperation +arctan2: _MaskedBinaryOperation +equal: _MaskedBinaryOperation +not_equal: _MaskedBinaryOperation +less_equal: _MaskedBinaryOperation +greater_equal: _MaskedBinaryOperation +less: _MaskedBinaryOperation +greater: _MaskedBinaryOperation +logical_and: _MaskedBinaryOperation +alltrue: _MaskedBinaryOperation +logical_or: _MaskedBinaryOperation +sometrue: Callable[..., Any] +logical_xor: _MaskedBinaryOperation +bitwise_and: _MaskedBinaryOperation +bitwise_or: _MaskedBinaryOperation +bitwise_xor: _MaskedBinaryOperation +hypot: _MaskedBinaryOperation +divide: _MaskedBinaryOperation +true_divide: _MaskedBinaryOperation +floor_divide: _MaskedBinaryOperation +remainder: _MaskedBinaryOperation +fmod: _MaskedBinaryOperation +mod: _MaskedBinaryOperation + +def make_mask_descr(ndtype): ... +def getmask(a): ... +get_mask = getmask + +def getmaskarray(arr): ... +def is_mask(m): ... +def make_mask(m, copy=..., shrink=..., dtype=...): ... +def make_mask_none(newshape, dtype=...): ... +def mask_or(m1, m2, copy=..., shrink=...): ... +def flatten_mask(mask): ... +def masked_where(condition, a, copy=...): ... +def masked_greater(x, value, copy=...): ... +def masked_greater_equal(x, value, copy=...): ... +def masked_less(x, value, copy=...): ... +def masked_less_equal(x, value, copy=...): ... +def masked_not_equal(x, value, copy=...): ... +def masked_equal(x, value, copy=...): ... +def masked_inside(x, v1, v2, copy=...): ... +def masked_outside(x, v1, v2, copy=...): ... +def masked_object(x, value, copy=..., shrink=...): ... +def masked_values(x, value, rtol=..., atol=..., copy=..., shrink=...): ... +def masked_invalid(a, copy=...): ... + +class _MaskedPrintOption: + def __init__(self, display): ... + def display(self): ... + def set_display(self, s): ... + def enabled(self): ... + def enable(self, shrink=...): ... + +masked_print_option: _MaskedPrintOption + +def flatten_structured_array(a): ... + +class MaskedIterator: + ma: Any + dataiter: Any + maskiter: Any + def __init__(self, ma): ... + def __iter__(self): ... + def __getitem__(self, indx): ... + def __setitem__(self, index, value): ... + def __next__(self): ... + +class MaskedArray(ndarray[_ShapeType, _DType_co]): + __array_priority__: Any + def __new__(cls, data=..., mask=..., dtype=..., copy=..., subok=..., ndmin=..., fill_value=..., keep_mask=..., hard_mask=..., shrink=..., order=...): ... + def __array_finalize__(self, obj): ... + def __array_wrap__(self, obj, context=...): ... + def view(self, dtype=..., type=..., fill_value=...): ... + def __getitem__(self, indx): ... + def __setitem__(self, indx, value): ... + @property + def dtype(self): ... + @dtype.setter + def dtype(self, dtype): ... + @property + def shape(self): ... + @shape.setter + def shape(self, shape): ... + def __setmask__(self, mask, copy=...): ... + @property + def mask(self): ... + @mask.setter + def mask(self, value): ... + @property + def recordmask(self): ... + @recordmask.setter + def recordmask(self, mask): ... + def harden_mask(self): ... + def soften_mask(self): ... + @property + def hardmask(self): ... + def unshare_mask(self): ... + @property + def sharedmask(self): ... + def shrink_mask(self): ... + @property + def baseclass(self): ... + data: Any + @property + def flat(self): ... + @flat.setter + def flat(self, value): ... + @property + def fill_value(self): ... + @fill_value.setter + def fill_value(self, value=...): ... + get_fill_value: Any + set_fill_value: Any + def filled(self, fill_value=...): ... + def compressed(self): ... + def compress(self, condition, axis=..., out=...): ... + def __eq__(self, other): ... + def __ne__(self, other): ... + def __add__(self, other): ... + def __radd__(self, other): ... + def __sub__(self, other): ... + def __rsub__(self, other): ... + def __mul__(self, other): ... + def __rmul__(self, other): ... + def __div__(self, other): ... + def __truediv__(self, other): ... + def __rtruediv__(self, other): ... + def __floordiv__(self, other): ... + def __rfloordiv__(self, other): ... + def __pow__(self, other): ... + def __rpow__(self, other): ... + def __iadd__(self, other): ... + def __isub__(self, other): ... + def __imul__(self, other): ... + def __idiv__(self, other): ... + def __ifloordiv__(self, other): ... + def __itruediv__(self, other): ... + def __ipow__(self, other): ... + def __float__(self): ... + def __int__(self): ... + @property # type: ignore[misc] + def imag(self): ... + get_imag: Any + @property # type: ignore[misc] + def real(self): ... + get_real: Any + def count(self, axis=..., keepdims=...): ... + def ravel(self, order=...): ... + def reshape(self, *s, **kwargs): ... + def resize(self, newshape, refcheck=..., order=...): ... + def put(self, indices, values, mode=...): ... + def ids(self): ... + def iscontiguous(self): ... + def all(self, axis=..., out=..., keepdims=...): ... + def any(self, axis=..., out=..., keepdims=...): ... + def nonzero(self): ... + def trace(self, offset=..., axis1=..., axis2=..., dtype=..., out=...): ... + def dot(self, b, out=..., strict=...): ... + def sum(self, axis=..., dtype=..., out=..., keepdims=...): ... + def cumsum(self, axis=..., dtype=..., out=...): ... + def prod(self, axis=..., dtype=..., out=..., keepdims=...): ... + product: Any + def cumprod(self, axis=..., dtype=..., out=...): ... + def mean(self, axis=..., dtype=..., out=..., keepdims=...): ... + def anom(self, axis=..., dtype=...): ... + def var(self, axis=..., dtype=..., out=..., ddof=..., keepdims=...): ... + def std(self, axis=..., dtype=..., out=..., ddof=..., keepdims=...): ... + def round(self, decimals=..., out=...): ... + def argsort(self, axis=..., kind=..., order=..., endwith=..., fill_value=...): ... + def argmin(self, axis=..., fill_value=..., out=...): ... + def argmax(self, axis=..., fill_value=..., out=...): ... + def sort(self, axis=..., kind=..., order=..., endwith=..., fill_value=...): ... + def min(self, axis=..., out=..., fill_value=..., keepdims=...): ... + # NOTE: deprecated + # def mini(self, axis=...): ... + # def tostring(self, fill_value=..., order=...): ... + def max(self, axis=..., out=..., fill_value=..., keepdims=...): ... + def ptp(self, axis=..., out=..., fill_value=..., keepdims=...): ... + def partition(self, *args, **kwargs): ... + def argpartition(self, *args, **kwargs): ... + def take(self, indices, axis=..., out=..., mode=...): ... + copy: Any + diagonal: Any + flatten: Any + repeat: Any + squeeze: Any + swapaxes: Any + T: Any + transpose: Any + def tolist(self, fill_value=...): ... + def tobytes(self, fill_value=..., order=...): ... + def tofile(self, fid, sep=..., format=...): ... + def toflex(self): ... + torecords: Any + def __reduce__(self): ... + def __deepcopy__(self, memo=...): ... + +class mvoid(MaskedArray[_ShapeType, _DType_co]): + def __new__( + self, + data, + mask=..., + dtype=..., + fill_value=..., + hardmask=..., + copy=..., + subok=..., + ): ... + def __getitem__(self, indx): ... + def __setitem__(self, indx, value): ... + def __iter__(self): ... + def __len__(self): ... + def filled(self, fill_value=...): ... + def tolist(self): ... + +def isMaskedArray(x): ... +isarray = isMaskedArray +isMA = isMaskedArray + +# 0D float64 array +class MaskedConstant(MaskedArray[Any, dtype[float64]]): + def __new__(cls): ... + __class__: Any + def __array_finalize__(self, obj): ... + def __array_prepare__(self, obj, context=...): ... + def __array_wrap__(self, obj, context=...): ... + def __format__(self, format_spec): ... + def __reduce__(self): ... + def __iop__(self, other): ... + __iadd__: Any + __isub__: Any + __imul__: Any + __ifloordiv__: Any + __itruediv__: Any + __ipow__: Any + def copy(self, *args, **kwargs): ... + def __copy__(self): ... + def __deepcopy__(self, memo): ... + def __setattr__(self, attr, value): ... + +masked: MaskedConstant +masked_singleton: MaskedConstant +masked_array = MaskedArray + +def array( + data, + dtype=..., + copy=..., + order=..., + mask=..., + fill_value=..., + keep_mask=..., + hard_mask=..., + shrink=..., + subok=..., + ndmin=..., +): ... +def is_masked(x): ... + +class _extrema_operation(_MaskedUFunc): + compare: Any + fill_value_func: Any + def __init__(self, ufunc, compare, fill_value): ... + # NOTE: in practice `b` has a default value, but users should + # explicitly provide a value here as the default is deprecated + def __call__(self, a, b): ... + def reduce(self, target, axis=...): ... + def outer(self, a, b): ... + +def min(obj, axis=..., out=..., fill_value=..., keepdims=...): ... +def max(obj, axis=..., out=..., fill_value=..., keepdims=...): ... +def ptp(obj, axis=..., out=..., fill_value=..., keepdims=...): ... + +class _frommethod: + __name__: Any + __doc__: Any + reversed: Any + def __init__(self, methodname, reversed=...): ... + def getdoc(self): ... + def __call__(self, a, *args, **params): ... + +all: _frommethod +anomalies: _frommethod +anom: _frommethod +any: _frommethod +compress: _frommethod +cumprod: _frommethod +cumsum: _frommethod +copy: _frommethod +diagonal: _frommethod +harden_mask: _frommethod +ids: _frommethod +mean: _frommethod +nonzero: _frommethod +prod: _frommethod +product: _frommethod +ravel: _frommethod +repeat: _frommethod +soften_mask: _frommethod +std: _frommethod +sum: _frommethod +swapaxes: _frommethod +trace: _frommethod +var: _frommethod +count: _frommethod +argmin: _frommethod +argmax: _frommethod + +minimum: _extrema_operation +maximum: _extrema_operation + +def take(a, indices, axis=..., out=..., mode=...): ... +def power(a, b, third=...): ... +def argsort(a, axis=..., kind=..., order=..., endwith=..., fill_value=...): ... +def sort(a, axis=..., kind=..., order=..., endwith=..., fill_value=...): ... +def compressed(x): ... +def concatenate(arrays, axis=...): ... +def diag(v, k=...): ... +def left_shift(a, n): ... +def right_shift(a, n): ... +def put(a, indices, values, mode=...): ... +def putmask(a, mask, values): ... +def transpose(a, axes=...): ... +def reshape(a, new_shape, order=...): ... +def resize(x, new_shape): ... +def ndim(obj): ... +def shape(obj): ... +def size(obj, axis=...): ... +def where(condition, x=..., y=...): ... +def choose(indices, choices, out=..., mode=...): ... +def round_(a, decimals=..., out=...): ... +round = round_ + +def inner(a, b): ... +innerproduct = inner + +def outer(a, b): ... +outerproduct = outer + +def correlate(a, v, mode=..., propagate_mask=...): ... +def convolve(a, v, mode=..., propagate_mask=...): ... +def allequal(a, b, fill_value=...): ... +def allclose(a, b, masked_equal=..., rtol=..., atol=...): ... +def asarray(a, dtype=..., order=...): ... +def asanyarray(a, dtype=...): ... +def fromflex(fxarray): ... + +class _convert2ma: + __doc__: Any + def __init__(self, funcname, params=...): ... + def getdoc(self): ... + def __call__(self, *args, **params): ... + +arange: _convert2ma +empty: _convert2ma +empty_like: _convert2ma +frombuffer: _convert2ma +fromfunction: _convert2ma +identity: _convert2ma +ones: _convert2ma +zeros: _convert2ma + +def append(a, b, axis=...): ... +def dot(a, b, strict=..., out=...): ... +def mask_rowcols(a, axis=...): ... diff --git a/EXE version/main/numpy/ma/extras.pyi b/EXE version/main/numpy/ma/extras.pyi new file mode 100644 index 00000000..e58e43ba --- /dev/null +++ b/EXE version/main/numpy/ma/extras.pyi @@ -0,0 +1,84 @@ +from typing import Any, List +from numpy.lib.index_tricks import AxisConcatenator + +from numpy.ma.core import ( + dot as dot, + mask_rowcols as mask_rowcols, +) + +__all__: List[str] + +def count_masked(arr, axis=...): ... +def masked_all(shape, dtype = ...): ... +def masked_all_like(arr): ... + +class _fromnxfunction: + __name__: Any + __doc__: Any + def __init__(self, funcname): ... + def getdoc(self): ... + def __call__(self, *args, **params): ... + +class _fromnxfunction_single(_fromnxfunction): + def __call__(self, x, *args, **params): ... + +class _fromnxfunction_seq(_fromnxfunction): + def __call__(self, x, *args, **params): ... + +class _fromnxfunction_allargs(_fromnxfunction): + def __call__(self, *args, **params): ... + +atleast_1d: _fromnxfunction_allargs +atleast_2d: _fromnxfunction_allargs +atleast_3d: _fromnxfunction_allargs + +vstack: _fromnxfunction_seq +row_stack: _fromnxfunction_seq +hstack: _fromnxfunction_seq +column_stack: _fromnxfunction_seq +dstack: _fromnxfunction_seq +stack: _fromnxfunction_seq + +hsplit: _fromnxfunction_single +diagflat: _fromnxfunction_single + +def apply_along_axis(func1d, axis, arr, *args, **kwargs): ... +def apply_over_axes(func, a, axes): ... +def average(a, axis=..., weights=..., returned=...): ... +def median(a, axis=..., out=..., overwrite_input=..., keepdims=...): ... +def compress_nd(x, axis=...): ... +def compress_rowcols(x, axis=...): ... +def compress_rows(a): ... +def compress_cols(a): ... +def mask_rows(a, axis = ...): ... +def mask_cols(a, axis = ...): ... +def ediff1d(arr, to_end=..., to_begin=...): ... +def unique(ar1, return_index=..., return_inverse=...): ... +def intersect1d(ar1, ar2, assume_unique=...): ... +def setxor1d(ar1, ar2, assume_unique=...): ... +def in1d(ar1, ar2, assume_unique=..., invert=...): ... +def isin(element, test_elements, assume_unique=..., invert=...): ... +def union1d(ar1, ar2): ... +def setdiff1d(ar1, ar2, assume_unique=...): ... +def cov(x, y=..., rowvar=..., bias=..., allow_masked=..., ddof=...): ... +def corrcoef(x, y=..., rowvar=..., bias = ..., allow_masked=..., ddof = ...): ... + +class MAxisConcatenator(AxisConcatenator): + concatenate: Any + @classmethod + def makemat(cls, arr): ... + def __getitem__(self, key): ... + +class mr_class(MAxisConcatenator): + def __init__(self): ... + +mr_: mr_class + +def flatnotmasked_edges(a): ... +def notmasked_edges(a, axis=...): ... +def flatnotmasked_contiguous(a): ... +def notmasked_contiguous(a, axis=...): ... +def clump_unmasked(a): ... +def clump_masked(a): ... +def vander(x, n=...): ... +def polyfit(x, y, deg, rcond=..., full=..., w=..., cov=...): ... diff --git a/EXE version/main/numpy/ma/mrecords.pyi b/EXE version/main/numpy/ma/mrecords.pyi new file mode 100644 index 00000000..92d5afb8 --- /dev/null +++ b/EXE version/main/numpy/ma/mrecords.pyi @@ -0,0 +1,88 @@ +from typing import List, Any, TypeVar + +from numpy import dtype +from numpy.ma import MaskedArray + +__all__: List[str] + +# TODO: Set the `bound` to something more suitable once we +# have proper shape support +_ShapeType = TypeVar("_ShapeType", bound=Any) +_DType_co = TypeVar("_DType_co", bound=dtype[Any], covariant=True) + +class MaskedRecords(MaskedArray[_ShapeType, _DType_co]): + def __new__( + cls, + shape, + dtype=..., + buf=..., + offset=..., + strides=..., + formats=..., + names=..., + titles=..., + byteorder=..., + aligned=..., + mask=..., + hard_mask=..., + fill_value=..., + keep_mask=..., + copy=..., + **options, + ): ... + _mask: Any + _fill_value: Any + @property + def _data(self): ... + @property + def _fieldmask(self): ... + def __array_finalize__(self, obj): ... + def __len__(self): ... + def __getattribute__(self, attr): ... + def __setattr__(self, attr, val): ... + def __getitem__(self, indx): ... + def __setitem__(self, indx, value): ... + def view(self, dtype=..., type=...): ... + def harden_mask(self): ... + def soften_mask(self): ... + def copy(self): ... + def tolist(self, fill_value=...): ... + def __reduce__(self): ... + +mrecarray = MaskedRecords + +def fromarrays( + arraylist, + dtype=..., + shape=..., + formats=..., + names=..., + titles=..., + aligned=..., + byteorder=..., + fill_value=..., +): ... + +def fromrecords( + reclist, + dtype=..., + shape=..., + formats=..., + names=..., + titles=..., + aligned=..., + byteorder=..., + fill_value=..., + mask=..., +): ... + +def fromtextfile( + fname, + delimitor=..., + commentchar=..., + missingchar=..., + varnames=..., + vartypes=..., +): ... + +def addfield(mrecord, newfield, newfieldname=...): ... diff --git a/EXE version/main/numpy/matrixlib/__init__.pyi b/EXE version/main/numpy/matrixlib/__init__.pyi new file mode 100644 index 00000000..e4b5c19a --- /dev/null +++ b/EXE version/main/numpy/matrixlib/__init__.pyi @@ -0,0 +1,11 @@ +from typing import Any, List + +from numpy import ( + matrix as matrix, +) + +__all__: List[str] + +def bmat(obj, ldict=..., gdict=...): ... +def asmatrix(data, dtype=...): ... +mat = asmatrix diff --git a/EXE version/main/numpy/polynomial/__init__.pyi b/EXE version/main/numpy/polynomial/__init__.pyi new file mode 100644 index 00000000..bebedb3a --- /dev/null +++ b/EXE version/main/numpy/polynomial/__init__.pyi @@ -0,0 +1,20 @@ +from typing import List + +from numpy.polynomial import ( + chebyshev as chebyshev, + hermite as hermite, + hermite_e as hermite_e, + laguerre as laguerre, + legendre as legendre, + polynomial as polynomial, +) +from numpy.polynomial.chebyshev import Chebyshev as Chebyshev +from numpy.polynomial.hermite import Hermite as Hermite +from numpy.polynomial.hermite_e import HermiteE as HermiteE +from numpy.polynomial.laguerre import Laguerre as Laguerre +from numpy.polynomial.legendre import Legendre as Legendre +from numpy.polynomial.polynomial import Polynomial as Polynomial + +__all__: List[str] + +def set_default_printstyle(style): ... diff --git a/EXE version/main/numpy/polynomial/_polybase.pyi b/EXE version/main/numpy/polynomial/_polybase.pyi new file mode 100644 index 00000000..c4160146 --- /dev/null +++ b/EXE version/main/numpy/polynomial/_polybase.pyi @@ -0,0 +1,69 @@ +import abc +from typing import Any, List, ClassVar + +__all__: List[str] + +class ABCPolyBase(abc.ABC): + __hash__: ClassVar[None] # type: ignore[assignment] + __array_ufunc__: ClassVar[None] + maxpower: ClassVar[int] + coef: Any + @property + @abc.abstractmethod + def domain(self): ... + @property + @abc.abstractmethod + def window(self): ... + @property + @abc.abstractmethod + def basis_name(self): ... + def has_samecoef(self, other): ... + def has_samedomain(self, other): ... + def has_samewindow(self, other): ... + def has_sametype(self, other): ... + def __init__(self, coef, domain=..., window=...): ... + def __format__(self, fmt_str): ... + def __call__(self, arg): ... + def __iter__(self): ... + def __len__(self): ... + def __neg__(self): ... + def __pos__(self): ... + def __add__(self, other): ... + def __sub__(self, other): ... + def __mul__(self, other): ... + def __truediv__(self, other): ... + def __floordiv__(self, other): ... + def __mod__(self, other): ... + def __divmod__(self, other): ... + def __pow__(self, other): ... + def __radd__(self, other): ... + def __rsub__(self, other): ... + def __rmul__(self, other): ... + def __rdiv__(self, other): ... + def __rtruediv__(self, other): ... + def __rfloordiv__(self, other): ... + def __rmod__(self, other): ... + def __rdivmod__(self, other): ... + def __eq__(self, other): ... + def __ne__(self, other): ... + def copy(self): ... + def degree(self): ... + def cutdeg(self, deg): ... + def trim(self, tol=...): ... + def truncate(self, size): ... + def convert(self, domain=..., kind=..., window=...): ... + def mapparms(self): ... + def integ(self, m=..., k = ..., lbnd=...): ... + def deriv(self, m=...): ... + def roots(self): ... + def linspace(self, n=..., domain=...): ... + @classmethod + def fit(cls, x, y, deg, domain=..., rcond=..., full=..., w=..., window=...): ... + @classmethod + def fromroots(cls, roots, domain = ..., window=...): ... + @classmethod + def identity(cls, domain=..., window=...): ... + @classmethod + def basis(cls, deg, domain=..., window=...): ... + @classmethod + def cast(cls, series, domain=..., window=...): ... diff --git a/EXE version/main/numpy/polynomial/chebyshev.pyi b/EXE version/main/numpy/polynomial/chebyshev.pyi new file mode 100644 index 00000000..841c0859 --- /dev/null +++ b/EXE version/main/numpy/polynomial/chebyshev.pyi @@ -0,0 +1,51 @@ +from typing import Any, List + +from numpy import ndarray, dtype, int_ +from numpy.polynomial._polybase import ABCPolyBase +from numpy.polynomial.polyutils import trimcoef + +__all__: List[str] + +chebtrim = trimcoef + +def poly2cheb(pol): ... +def cheb2poly(c): ... + +chebdomain: ndarray[Any, dtype[int_]] +chebzero: ndarray[Any, dtype[int_]] +chebone: ndarray[Any, dtype[int_]] +chebx: ndarray[Any, dtype[int_]] + +def chebline(off, scl): ... +def chebfromroots(roots): ... +def chebadd(c1, c2): ... +def chebsub(c1, c2): ... +def chebmulx(c): ... +def chebmul(c1, c2): ... +def chebdiv(c1, c2): ... +def chebpow(c, pow, maxpower=...): ... +def chebder(c, m=..., scl=..., axis=...): ... +def chebint(c, m=..., k = ..., lbnd=..., scl=..., axis=...): ... +def chebval(x, c, tensor=...): ... +def chebval2d(x, y, c): ... +def chebgrid2d(x, y, c): ... +def chebval3d(x, y, z, c): ... +def chebgrid3d(x, y, z, c): ... +def chebvander(x, deg): ... +def chebvander2d(x, y, deg): ... +def chebvander3d(x, y, z, deg): ... +def chebfit(x, y, deg, rcond=..., full=..., w=...): ... +def chebcompanion(c): ... +def chebroots(c): ... +def chebinterpolate(func, deg, args = ...): ... +def chebgauss(deg): ... +def chebweight(x): ... +def chebpts1(npts): ... +def chebpts2(npts): ... + +class Chebyshev(ABCPolyBase): + @classmethod + def interpolate(cls, func, deg, domain=..., args = ...): ... + domain: Any + window: Any + basis_name: Any diff --git a/EXE version/main/numpy/polynomial/hermite.pyi b/EXE version/main/numpy/polynomial/hermite.pyi new file mode 100644 index 00000000..8364a5b0 --- /dev/null +++ b/EXE version/main/numpy/polynomial/hermite.pyi @@ -0,0 +1,46 @@ +from typing import Any, List + +from numpy import ndarray, dtype, int_, float_ +from numpy.polynomial._polybase import ABCPolyBase +from numpy.polynomial.polyutils import trimcoef + +__all__: list[str] + +hermtrim = trimcoef + +def poly2herm(pol): ... +def herm2poly(c): ... + +hermdomain: ndarray[Any, dtype[int_]] +hermzero: ndarray[Any, dtype[int_]] +hermone: ndarray[Any, dtype[int_]] +hermx: ndarray[Any, dtype[float_]] + +def hermline(off, scl): ... +def hermfromroots(roots): ... +def hermadd(c1, c2): ... +def hermsub(c1, c2): ... +def hermmulx(c): ... +def hermmul(c1, c2): ... +def hermdiv(c1, c2): ... +def hermpow(c, pow, maxpower=...): ... +def hermder(c, m=..., scl=..., axis=...): ... +def hermint(c, m=..., k = ..., lbnd=..., scl=..., axis=...): ... +def hermval(x, c, tensor=...): ... +def hermval2d(x, y, c): ... +def hermgrid2d(x, y, c): ... +def hermval3d(x, y, z, c): ... +def hermgrid3d(x, y, z, c): ... +def hermvander(x, deg): ... +def hermvander2d(x, y, deg): ... +def hermvander3d(x, y, z, deg): ... +def hermfit(x, y, deg, rcond=..., full=..., w=...): ... +def hermcompanion(c): ... +def hermroots(c): ... +def hermgauss(deg): ... +def hermweight(x): ... + +class Hermite(ABCPolyBase): + domain: Any + window: Any + basis_name: Any diff --git a/EXE version/main/numpy/polynomial/hermite_e.pyi b/EXE version/main/numpy/polynomial/hermite_e.pyi new file mode 100644 index 00000000..c029bfda --- /dev/null +++ b/EXE version/main/numpy/polynomial/hermite_e.pyi @@ -0,0 +1,46 @@ +from typing import Any, List + +from numpy import ndarray, dtype, int_ +from numpy.polynomial._polybase import ABCPolyBase +from numpy.polynomial.polyutils import trimcoef + +__all__: list[str] + +hermetrim = trimcoef + +def poly2herme(pol): ... +def herme2poly(c): ... + +hermedomain: ndarray[Any, dtype[int_]] +hermezero: ndarray[Any, dtype[int_]] +hermeone: ndarray[Any, dtype[int_]] +hermex: ndarray[Any, dtype[int_]] + +def hermeline(off, scl): ... +def hermefromroots(roots): ... +def hermeadd(c1, c2): ... +def hermesub(c1, c2): ... +def hermemulx(c): ... +def hermemul(c1, c2): ... +def hermediv(c1, c2): ... +def hermepow(c, pow, maxpower=...): ... +def hermeder(c, m=..., scl=..., axis=...): ... +def hermeint(c, m=..., k = ..., lbnd=..., scl=..., axis=...): ... +def hermeval(x, c, tensor=...): ... +def hermeval2d(x, y, c): ... +def hermegrid2d(x, y, c): ... +def hermeval3d(x, y, z, c): ... +def hermegrid3d(x, y, z, c): ... +def hermevander(x, deg): ... +def hermevander2d(x, y, deg): ... +def hermevander3d(x, y, z, deg): ... +def hermefit(x, y, deg, rcond=..., full=..., w=...): ... +def hermecompanion(c): ... +def hermeroots(c): ... +def hermegauss(deg): ... +def hermeweight(x): ... + +class HermiteE(ABCPolyBase): + domain: Any + window: Any + basis_name: Any diff --git a/EXE version/main/numpy/polynomial/laguerre.pyi b/EXE version/main/numpy/polynomial/laguerre.pyi new file mode 100644 index 00000000..2b9ab34e --- /dev/null +++ b/EXE version/main/numpy/polynomial/laguerre.pyi @@ -0,0 +1,46 @@ +from typing import Any, List + +from numpy import ndarray, dtype, int_ +from numpy.polynomial._polybase import ABCPolyBase +from numpy.polynomial.polyutils import trimcoef + +__all__: list[str] + +lagtrim = trimcoef + +def poly2lag(pol): ... +def lag2poly(c): ... + +lagdomain: ndarray[Any, dtype[int_]] +lagzero: ndarray[Any, dtype[int_]] +lagone: ndarray[Any, dtype[int_]] +lagx: ndarray[Any, dtype[int_]] + +def lagline(off, scl): ... +def lagfromroots(roots): ... +def lagadd(c1, c2): ... +def lagsub(c1, c2): ... +def lagmulx(c): ... +def lagmul(c1, c2): ... +def lagdiv(c1, c2): ... +def lagpow(c, pow, maxpower=...): ... +def lagder(c, m=..., scl=..., axis=...): ... +def lagint(c, m=..., k = ..., lbnd=..., scl=..., axis=...): ... +def lagval(x, c, tensor=...): ... +def lagval2d(x, y, c): ... +def laggrid2d(x, y, c): ... +def lagval3d(x, y, z, c): ... +def laggrid3d(x, y, z, c): ... +def lagvander(x, deg): ... +def lagvander2d(x, y, deg): ... +def lagvander3d(x, y, z, deg): ... +def lagfit(x, y, deg, rcond=..., full=..., w=...): ... +def lagcompanion(c): ... +def lagroots(c): ... +def laggauss(deg): ... +def lagweight(x): ... + +class Laguerre(ABCPolyBase): + domain: Any + window: Any + basis_name: Any diff --git a/EXE version/main/numpy/polynomial/legendre.pyi b/EXE version/main/numpy/polynomial/legendre.pyi new file mode 100644 index 00000000..86aef179 --- /dev/null +++ b/EXE version/main/numpy/polynomial/legendre.pyi @@ -0,0 +1,46 @@ +from typing import Any, List + +from numpy import ndarray, dtype, int_ +from numpy.polynomial._polybase import ABCPolyBase +from numpy.polynomial.polyutils import trimcoef + +__all__: list[str] + +legtrim = trimcoef + +def poly2leg(pol): ... +def leg2poly(c): ... + +legdomain: ndarray[Any, dtype[int_]] +legzero: ndarray[Any, dtype[int_]] +legone: ndarray[Any, dtype[int_]] +legx: ndarray[Any, dtype[int_]] + +def legline(off, scl): ... +def legfromroots(roots): ... +def legadd(c1, c2): ... +def legsub(c1, c2): ... +def legmulx(c): ... +def legmul(c1, c2): ... +def legdiv(c1, c2): ... +def legpow(c, pow, maxpower=...): ... +def legder(c, m=..., scl=..., axis=...): ... +def legint(c, m=..., k = ..., lbnd=..., scl=..., axis=...): ... +def legval(x, c, tensor=...): ... +def legval2d(x, y, c): ... +def leggrid2d(x, y, c): ... +def legval3d(x, y, z, c): ... +def leggrid3d(x, y, z, c): ... +def legvander(x, deg): ... +def legvander2d(x, y, deg): ... +def legvander3d(x, y, z, deg): ... +def legfit(x, y, deg, rcond=..., full=..., w=...): ... +def legcompanion(c): ... +def legroots(c): ... +def leggauss(deg): ... +def legweight(x): ... + +class Legendre(ABCPolyBase): + domain: Any + window: Any + basis_name: Any diff --git a/EXE version/main/numpy/polynomial/polynomial.pyi b/EXE version/main/numpy/polynomial/polynomial.pyi new file mode 100644 index 00000000..f779300a --- /dev/null +++ b/EXE version/main/numpy/polynomial/polynomial.pyi @@ -0,0 +1,41 @@ +from typing import Any, List + +from numpy import ndarray, dtype, int_ +from numpy.polynomial._polybase import ABCPolyBase +from numpy.polynomial.polyutils import trimcoef + +__all__: list[str] + +polytrim = trimcoef + +polydomain: ndarray[Any, dtype[int_]] +polyzero: ndarray[Any, dtype[int_]] +polyone: ndarray[Any, dtype[int_]] +polyx: ndarray[Any, dtype[int_]] + +def polyline(off, scl): ... +def polyfromroots(roots): ... +def polyadd(c1, c2): ... +def polysub(c1, c2): ... +def polymulx(c): ... +def polymul(c1, c2): ... +def polydiv(c1, c2): ... +def polypow(c, pow, maxpower=...): ... +def polyder(c, m=..., scl=..., axis=...): ... +def polyint(c, m=..., k=..., lbnd=..., scl=..., axis=...): ... +def polyval(x, c, tensor=...): ... +def polyvalfromroots(x, r, tensor=...): ... +def polyval2d(x, y, c): ... +def polygrid2d(x, y, c): ... +def polyval3d(x, y, z, c): ... +def polygrid3d(x, y, z, c): ... +def polyvander(x, deg): ... +def polyvander2d(x, y, deg): ... +def polyvander3d(x, y, z, deg): ... +def polyfit(x, y, deg, rcond=..., full=..., w=...): ... +def polyroots(c): ... + +class Polynomial(ABCPolyBase): + domain: Any + window: Any + basis_name: Any diff --git a/EXE version/main/numpy/polynomial/polyutils.pyi b/EXE version/main/numpy/polynomial/polyutils.pyi new file mode 100644 index 00000000..52c9cfc4 --- /dev/null +++ b/EXE version/main/numpy/polynomial/polyutils.pyi @@ -0,0 +1,12 @@ +from typing import List + +__all__: List[str] + +class RankWarning(UserWarning): ... + +def trimseq(seq): ... +def as_series(alist, trim=...): ... +def trimcoef(c, tol=...): ... +def getdomain(x): ... +def mapparms(old, new): ... +def mapdomain(x, old, new): ... diff --git a/EXE version/main/numpy/py.typed b/EXE version/main/numpy/py.typed new file mode 100644 index 00000000..e69de29b diff --git a/EXE version/main/numpy/random/__init__.pxd b/EXE version/main/numpy/random/__init__.pxd new file mode 100644 index 00000000..1f905729 --- /dev/null +++ b/EXE version/main/numpy/random/__init__.pxd @@ -0,0 +1,14 @@ +cimport numpy as np +from libc.stdint cimport uint32_t, uint64_t + +cdef extern from "numpy/random/bitgen.h": + struct bitgen: + void *state + uint64_t (*next_uint64)(void *st) nogil + uint32_t (*next_uint32)(void *st) nogil + double (*next_double)(void *st) nogil + uint64_t (*next_raw)(void *st) nogil + + ctypedef bitgen bitgen_t + +from numpy.random.bit_generator cimport BitGenerator, SeedSequence diff --git a/EXE version/main/numpy/random/__init__.pyi b/EXE version/main/numpy/random/__init__.pyi new file mode 100644 index 00000000..48b620c4 --- /dev/null +++ b/EXE version/main/numpy/random/__init__.pyi @@ -0,0 +1,68 @@ +from typing import List + +from numpy.random._generator import Generator as Generator +from numpy.random._generator import default_rng as default_rng +from numpy.random._mt19937 import MT19937 as MT19937 +from numpy.random._pcg64 import ( + PCG64 as PCG64, + PCG64DXSM as PCG64DXSM, +) +from numpy.random._philox import Philox as Philox +from numpy.random._sfc64 import SFC64 as SFC64 +from numpy.random.bit_generator import BitGenerator as BitGenerator +from numpy.random.bit_generator import SeedSequence as SeedSequence +from numpy.random.mtrand import ( + RandomState as RandomState, + beta as beta, + binomial as binomial, + bytes as bytes, + chisquare as chisquare, + choice as choice, + dirichlet as dirichlet, + exponential as exponential, + f as f, + gamma as gamma, + geometric as geometric, + get_state as get_state, + gumbel as gumbel, + hypergeometric as hypergeometric, + laplace as laplace, + logistic as logistic, + lognormal as lognormal, + logseries as logseries, + multinomial as multinomial, + multivariate_normal as multivariate_normal, + negative_binomial as negative_binomial, + noncentral_chisquare as noncentral_chisquare, + noncentral_f as noncentral_f, + normal as normal, + pareto as pareto, + permutation as permutation, + poisson as poisson, + power as power, + rand as rand, + randint as randint, + randn as randn, + random as random, + random_integers as random_integers, + random_sample as random_sample, + ranf as ranf, + rayleigh as rayleigh, + sample as sample, + seed as seed, + set_state as set_state, + shuffle as shuffle, + standard_cauchy as standard_cauchy, + standard_exponential as standard_exponential, + standard_gamma as standard_gamma, + standard_normal as standard_normal, + standard_t as standard_t, + triangular as triangular, + uniform as uniform, + vonmises as vonmises, + wald as wald, + weibull as weibull, + zipf as zipf, +) + +__all__: List[str] diff --git a/EXE version/main/numpy/random/_bounded_integers.cp39-win_amd64.pyd b/EXE version/main/numpy/random/_bounded_integers.cp39-win_amd64.pyd new file mode 100644 index 00000000..b5029d68 Binary files /dev/null and b/EXE version/main/numpy/random/_bounded_integers.cp39-win_amd64.pyd differ diff --git a/EXE version/main/numpy/random/_bounded_integers.pxd b/EXE version/main/numpy/random/_bounded_integers.pxd new file mode 100644 index 00000000..7e41463a --- /dev/null +++ b/EXE version/main/numpy/random/_bounded_integers.pxd @@ -0,0 +1,29 @@ +from libc.stdint cimport (uint8_t, uint16_t, uint32_t, uint64_t, + int8_t, int16_t, int32_t, int64_t, intptr_t) +import numpy as np +cimport numpy as np +ctypedef np.npy_bool bool_t + +from numpy.random cimport bitgen_t + +cdef inline uint64_t _gen_mask(uint64_t max_val) nogil: + """Mask generator for use in bounded random numbers""" + # Smallest bit mask >= max + cdef uint64_t mask = max_val + mask |= mask >> 1 + mask |= mask >> 2 + mask |= mask >> 4 + mask |= mask >> 8 + mask |= mask >> 16 + mask |= mask >> 32 + return mask + +cdef object _rand_uint64(object low, object high, object size, bint use_masked, bint closed, bitgen_t *state, object lock) +cdef object _rand_uint32(object low, object high, object size, bint use_masked, bint closed, bitgen_t *state, object lock) +cdef object _rand_uint16(object low, object high, object size, bint use_masked, bint closed, bitgen_t *state, object lock) +cdef object _rand_uint8(object low, object high, object size, bint use_masked, bint closed, bitgen_t *state, object lock) +cdef object _rand_bool(object low, object high, object size, bint use_masked, bint closed, bitgen_t *state, object lock) +cdef object _rand_int64(object low, object high, object size, bint use_masked, bint closed, bitgen_t *state, object lock) +cdef object _rand_int32(object low, object high, object size, bint use_masked, bint closed, bitgen_t *state, object lock) +cdef object _rand_int16(object low, object high, object size, bint use_masked, bint closed, bitgen_t *state, object lock) +cdef object _rand_int8(object low, object high, object size, bint use_masked, bint closed, bitgen_t *state, object lock) diff --git a/EXE version/main/numpy/random/_common.cp39-win_amd64.pyd b/EXE version/main/numpy/random/_common.cp39-win_amd64.pyd new file mode 100644 index 00000000..2cd0ff35 Binary files /dev/null and b/EXE version/main/numpy/random/_common.cp39-win_amd64.pyd differ diff --git a/EXE version/main/numpy/random/_common.pxd b/EXE version/main/numpy/random/_common.pxd new file mode 100644 index 00000000..9f2e8c3c --- /dev/null +++ b/EXE version/main/numpy/random/_common.pxd @@ -0,0 +1,106 @@ +#cython: language_level=3 + +from libc.stdint cimport uint32_t, uint64_t, int32_t, int64_t + +import numpy as np +cimport numpy as np + +from numpy.random cimport bitgen_t + +cdef double POISSON_LAM_MAX +cdef double LEGACY_POISSON_LAM_MAX +cdef uint64_t MAXSIZE + +cdef enum ConstraintType: + CONS_NONE + CONS_NON_NEGATIVE + CONS_POSITIVE + CONS_POSITIVE_NOT_NAN + CONS_BOUNDED_0_1 + CONS_BOUNDED_0_1_NOTNAN + CONS_BOUNDED_GT_0_1 + CONS_GT_1 + CONS_GTE_1 + CONS_POISSON + LEGACY_CONS_POISSON + +ctypedef ConstraintType constraint_type + +cdef object benchmark(bitgen_t *bitgen, object lock, Py_ssize_t cnt, object method) +cdef object random_raw(bitgen_t *bitgen, object lock, object size, object output) +cdef object prepare_cffi(bitgen_t *bitgen) +cdef object prepare_ctypes(bitgen_t *bitgen) +cdef int check_constraint(double val, object name, constraint_type cons) except -1 +cdef int check_array_constraint(np.ndarray val, object name, constraint_type cons) except -1 + +cdef extern from "include/aligned_malloc.h": + cdef void *PyArray_realloc_aligned(void *p, size_t n) + cdef void *PyArray_malloc_aligned(size_t n) + cdef void *PyArray_calloc_aligned(size_t n, size_t s) + cdef void PyArray_free_aligned(void *p) + +ctypedef void (*random_double_fill)(bitgen_t *state, np.npy_intp count, double* out) nogil +ctypedef double (*random_double_0)(void *state) nogil +ctypedef double (*random_double_1)(void *state, double a) nogil +ctypedef double (*random_double_2)(void *state, double a, double b) nogil +ctypedef double (*random_double_3)(void *state, double a, double b, double c) nogil + +ctypedef double (*random_float_fill)(bitgen_t *state, np.npy_intp count, float* out) nogil +ctypedef float (*random_float_0)(bitgen_t *state) nogil +ctypedef float (*random_float_1)(bitgen_t *state, float a) nogil + +ctypedef int64_t (*random_uint_0)(void *state) nogil +ctypedef int64_t (*random_uint_d)(void *state, double a) nogil +ctypedef int64_t (*random_uint_dd)(void *state, double a, double b) nogil +ctypedef int64_t (*random_uint_di)(void *state, double a, uint64_t b) nogil +ctypedef int64_t (*random_uint_i)(void *state, int64_t a) nogil +ctypedef int64_t (*random_uint_iii)(void *state, int64_t a, int64_t b, int64_t c) nogil + +ctypedef uint32_t (*random_uint_0_32)(bitgen_t *state) nogil +ctypedef uint32_t (*random_uint_1_i_32)(bitgen_t *state, uint32_t a) nogil + +ctypedef int32_t (*random_int_2_i_32)(bitgen_t *state, int32_t a, int32_t b) nogil +ctypedef int64_t (*random_int_2_i)(bitgen_t *state, int64_t a, int64_t b) nogil + +cdef double kahan_sum(double *darr, np.npy_intp n) + +cdef inline double uint64_to_double(uint64_t rnd) nogil: + return (rnd >> 11) * (1.0 / 9007199254740992.0) + +cdef object double_fill(void *func, bitgen_t *state, object size, object lock, object out) + +cdef object float_fill(void *func, bitgen_t *state, object size, object lock, object out) + +cdef object float_fill_from_double(void *func, bitgen_t *state, object size, object lock, object out) + +cdef object wrap_int(object val, object bits) + +cdef np.ndarray int_to_array(object value, object name, object bits, object uint_size) + +cdef validate_output_shape(iter_shape, np.ndarray output) + +cdef object cont(void *func, void *state, object size, object lock, int narg, + object a, object a_name, constraint_type a_constraint, + object b, object b_name, constraint_type b_constraint, + object c, object c_name, constraint_type c_constraint, + object out) + +cdef object disc(void *func, void *state, object size, object lock, + int narg_double, int narg_int64, + object a, object a_name, constraint_type a_constraint, + object b, object b_name, constraint_type b_constraint, + object c, object c_name, constraint_type c_constraint) + +cdef object cont_f(void *func, bitgen_t *state, object size, object lock, + object a, object a_name, constraint_type a_constraint, + object out) + +cdef object cont_broadcast_3(void *func, void *state, object size, object lock, + np.ndarray a_arr, object a_name, constraint_type a_constraint, + np.ndarray b_arr, object b_name, constraint_type b_constraint, + np.ndarray c_arr, object c_name, constraint_type c_constraint) + +cdef object discrete_broadcast_iii(void *func, void *state, object size, object lock, + np.ndarray a_arr, object a_name, constraint_type a_constraint, + np.ndarray b_arr, object b_name, constraint_type b_constraint, + np.ndarray c_arr, object c_name, constraint_type c_constraint) diff --git a/EXE version/main/numpy/random/_examples/cython/extending.pyx b/EXE version/main/numpy/random/_examples/cython/extending.pyx new file mode 100644 index 00000000..3a7f81aa --- /dev/null +++ b/EXE version/main/numpy/random/_examples/cython/extending.pyx @@ -0,0 +1,78 @@ +#!/usr/bin/env python3 +#cython: language_level=3 + +from libc.stdint cimport uint32_t +from cpython.pycapsule cimport PyCapsule_IsValid, PyCapsule_GetPointer + +import numpy as np +cimport numpy as np +cimport cython + +from numpy.random cimport bitgen_t +from numpy.random import PCG64 + +np.import_array() + + +@cython.boundscheck(False) +@cython.wraparound(False) +def uniform_mean(Py_ssize_t n): + cdef Py_ssize_t i + cdef bitgen_t *rng + cdef const char *capsule_name = "BitGenerator" + cdef double[::1] random_values + cdef np.ndarray randoms + + x = PCG64() + capsule = x.capsule + if not PyCapsule_IsValid(capsule, capsule_name): + raise ValueError("Invalid pointer to anon_func_state") + rng = PyCapsule_GetPointer(capsule, capsule_name) + random_values = np.empty(n) + # Best practice is to acquire the lock whenever generating random values. + # This prevents other threads from modifying the state. Acquiring the lock + # is only necessary if if the GIL is also released, as in this example. + with x.lock, nogil: + for i in range(n): + random_values[i] = rng.next_double(rng.state) + randoms = np.asarray(random_values) + return randoms.mean() + + +# This function is declared nogil so it can be used without the GIL below +cdef uint32_t bounded_uint(uint32_t lb, uint32_t ub, bitgen_t *rng) nogil: + cdef uint32_t mask, delta, val + mask = delta = ub - lb + mask |= mask >> 1 + mask |= mask >> 2 + mask |= mask >> 4 + mask |= mask >> 8 + mask |= mask >> 16 + + val = rng.next_uint32(rng.state) & mask + while val > delta: + val = rng.next_uint32(rng.state) & mask + + return lb + val + + +@cython.boundscheck(False) +@cython.wraparound(False) +def bounded_uints(uint32_t lb, uint32_t ub, Py_ssize_t n): + cdef Py_ssize_t i + cdef bitgen_t *rng + cdef uint32_t[::1] out + cdef const char *capsule_name = "BitGenerator" + + x = PCG64() + out = np.empty(n, dtype=np.uint32) + capsule = x.capsule + + if not PyCapsule_IsValid(capsule, capsule_name): + raise ValueError("Invalid pointer to anon_func_state") + rng = PyCapsule_GetPointer(capsule, capsule_name) + + with x.lock, nogil: + for i in range(n): + out[i] = bounded_uint(lb, ub, rng) + return np.asarray(out) diff --git a/EXE version/main/numpy/random/_examples/cython/extending_distributions.pyx b/EXE version/main/numpy/random/_examples/cython/extending_distributions.pyx new file mode 100644 index 00000000..d908e92d --- /dev/null +++ b/EXE version/main/numpy/random/_examples/cython/extending_distributions.pyx @@ -0,0 +1,117 @@ +#!/usr/bin/env python3 +#cython: language_level=3 +""" +This file shows how the to use a BitGenerator to create a distribution. +""" +import numpy as np +cimport numpy as np +cimport cython +from cpython.pycapsule cimport PyCapsule_IsValid, PyCapsule_GetPointer +from libc.stdint cimport uint16_t, uint64_t +from numpy.random cimport bitgen_t +from numpy.random import PCG64 +from numpy.random.c_distributions cimport ( + random_standard_uniform_fill, random_standard_uniform_fill_f) + + +@cython.boundscheck(False) +@cython.wraparound(False) +def uniforms(Py_ssize_t n): + """ + Create an array of `n` uniformly distributed doubles. + A 'real' distribution would want to process the values into + some non-uniform distribution + """ + cdef Py_ssize_t i + cdef bitgen_t *rng + cdef const char *capsule_name = "BitGenerator" + cdef double[::1] random_values + + x = PCG64() + capsule = x.capsule + # Optional check that the capsule if from a BitGenerator + if not PyCapsule_IsValid(capsule, capsule_name): + raise ValueError("Invalid pointer to anon_func_state") + # Cast the pointer + rng = PyCapsule_GetPointer(capsule, capsule_name) + random_values = np.empty(n, dtype='float64') + with x.lock, nogil: + for i in range(n): + # Call the function + random_values[i] = rng.next_double(rng.state) + randoms = np.asarray(random_values) + + return randoms + +# cython example 2 +@cython.boundscheck(False) +@cython.wraparound(False) +def uint10_uniforms(Py_ssize_t n): + """Uniform 10 bit integers stored as 16-bit unsigned integers""" + cdef Py_ssize_t i + cdef bitgen_t *rng + cdef const char *capsule_name = "BitGenerator" + cdef uint16_t[::1] random_values + cdef int bits_remaining + cdef int width = 10 + cdef uint64_t buff, mask = 0x3FF + + x = PCG64() + capsule = x.capsule + if not PyCapsule_IsValid(capsule, capsule_name): + raise ValueError("Invalid pointer to anon_func_state") + rng = PyCapsule_GetPointer(capsule, capsule_name) + random_values = np.empty(n, dtype='uint16') + # Best practice is to release GIL and acquire the lock + bits_remaining = 0 + with x.lock, nogil: + for i in range(n): + if bits_remaining < width: + buff = rng.next_uint64(rng.state) + random_values[i] = buff & mask + buff >>= width + + randoms = np.asarray(random_values) + return randoms + +# cython example 3 +def uniforms_ex(bit_generator, Py_ssize_t n, dtype=np.float64): + """ + Create an array of `n` uniformly distributed doubles via a "fill" function. + + A 'real' distribution would want to process the values into + some non-uniform distribution + + Parameters + ---------- + bit_generator: BitGenerator instance + n: int + Output vector length + dtype: {str, dtype}, optional + Desired dtype, either 'd' (or 'float64') or 'f' (or 'float32'). The + default dtype value is 'd' + """ + cdef Py_ssize_t i + cdef bitgen_t *rng + cdef const char *capsule_name = "BitGenerator" + cdef np.ndarray randoms + + capsule = bit_generator.capsule + # Optional check that the capsule if from a BitGenerator + if not PyCapsule_IsValid(capsule, capsule_name): + raise ValueError("Invalid pointer to anon_func_state") + # Cast the pointer + rng = PyCapsule_GetPointer(capsule, capsule_name) + + _dtype = np.dtype(dtype) + randoms = np.empty(n, dtype=_dtype) + if _dtype == np.float32: + with bit_generator.lock: + random_standard_uniform_fill_f(rng, n, np.PyArray_DATA(randoms)) + elif _dtype == np.float64: + with bit_generator.lock: + random_standard_uniform_fill(rng, n, np.PyArray_DATA(randoms)) + else: + raise TypeError('Unsupported dtype %r for random' % _dtype) + return randoms + diff --git a/EXE version/main/numpy/random/_generator.cp39-win_amd64.pyd b/EXE version/main/numpy/random/_generator.cp39-win_amd64.pyd new file mode 100644 index 00000000..b460066f Binary files /dev/null and b/EXE version/main/numpy/random/_generator.cp39-win_amd64.pyd differ diff --git a/EXE version/main/numpy/random/_generator.pyi b/EXE version/main/numpy/random/_generator.pyi new file mode 100644 index 00000000..14dc5513 --- /dev/null +++ b/EXE version/main/numpy/random/_generator.pyi @@ -0,0 +1,651 @@ +import sys +from typing import Any, Callable, Dict, Optional, Tuple, Type, Union, overload, TypeVar + +from numpy import ( + bool_, + dtype, + float32, + float64, + int8, + int16, + int32, + int64, + int_, + ndarray, + uint, + uint8, + uint16, + uint32, + uint64, +) +from numpy.random import BitGenerator, SeedSequence +from numpy.typing import ( + ArrayLike, + _ArrayLikeFloat_co, + _ArrayLikeInt_co, + _DoubleCodes, + _DTypeLikeBool, + _DTypeLikeInt, + _DTypeLikeUInt, + _Float32Codes, + _Float64Codes, + _Int8Codes, + _Int16Codes, + _Int32Codes, + _Int64Codes, + _IntCodes, + _ShapeLike, + _SingleCodes, + _SupportsDType, + _UInt8Codes, + _UInt16Codes, + _UInt32Codes, + _UInt64Codes, + _UIntCodes, +) + +if sys.version_info >= (3, 8): + from typing import Literal +else: + from typing_extensions import Literal + +_ArrayType = TypeVar("_ArrayType", bound=ndarray[Any, Any]) + +_DTypeLikeFloat32 = Union[ + dtype[float32], + _SupportsDType[dtype[float32]], + Type[float32], + _Float32Codes, + _SingleCodes, +] + +_DTypeLikeFloat64 = Union[ + dtype[float64], + _SupportsDType[dtype[float64]], + Type[float], + Type[float64], + _Float64Codes, + _DoubleCodes, +] + +class Generator: + def __init__(self, bit_generator: BitGenerator) -> None: ... + def __repr__(self) -> str: ... + def __str__(self) -> str: ... + def __getstate__(self) -> Dict[str, Any]: ... + def __setstate__(self, state: Dict[str, Any]) -> None: ... + def __reduce__(self) -> Tuple[Callable[[str], Generator], Tuple[str], Dict[str, Any]]: ... + @property + def bit_generator(self) -> BitGenerator: ... + def bytes(self, length: int) -> bytes: ... + @overload + def standard_normal( # type: ignore[misc] + self, + size: None = ..., + dtype: Union[_DTypeLikeFloat32, _DTypeLikeFloat64] = ..., + out: None = ..., + ) -> float: ... + @overload + def standard_normal( # type: ignore[misc] + self, + size: _ShapeLike = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def standard_normal( # type: ignore[misc] + self, + *, + out: ndarray[Any, dtype[float64]] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def standard_normal( # type: ignore[misc] + self, + size: _ShapeLike = ..., + dtype: _DTypeLikeFloat32 = ..., + out: Optional[ndarray[Any, dtype[float32]]] = ..., + ) -> ndarray[Any, dtype[float32]]: ... + @overload + def standard_normal( # type: ignore[misc] + self, + size: _ShapeLike = ..., + dtype: _DTypeLikeFloat64 = ..., + out: Optional[ndarray[Any, dtype[float64]]] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def permutation(self, x: int, axis: int = ...) -> ndarray[Any, dtype[int64]]: ... + @overload + def permutation(self, x: ArrayLike, axis: int = ...) -> ndarray[Any, Any]: ... + @overload + def standard_exponential( # type: ignore[misc] + self, + size: None = ..., + dtype: Union[_DTypeLikeFloat32, _DTypeLikeFloat64] = ..., + method: Literal["zig", "inv"] = ..., + out: None = ..., + ) -> float: ... + @overload + def standard_exponential( + self, + size: _ShapeLike = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def standard_exponential( + self, + *, + out: ndarray[Any, dtype[float64]] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def standard_exponential( + self, + size: _ShapeLike = ..., + *, + method: Literal["zig", "inv"] = ..., + out: Optional[ndarray[Any, dtype[float64]]] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def standard_exponential( + self, + size: _ShapeLike = ..., + dtype: _DTypeLikeFloat32 = ..., + method: Literal["zig", "inv"] = ..., + out: Optional[ndarray[Any, dtype[float32]]] = ..., + ) -> ndarray[Any, dtype[float32]]: ... + @overload + def standard_exponential( + self, + size: _ShapeLike = ..., + dtype: _DTypeLikeFloat64 = ..., + method: Literal["zig", "inv"] = ..., + out: Optional[ndarray[Any, dtype[float64]]] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def random( # type: ignore[misc] + self, + size: None = ..., + dtype: Union[_DTypeLikeFloat32, _DTypeLikeFloat64] = ..., + out: None = ..., + ) -> float: ... + @overload + def random( + self, + *, + out: ndarray[Any, dtype[float64]] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def random( + self, + size: _ShapeLike = ..., + *, + out: Optional[ndarray[Any, dtype[float64]]] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def random( + self, + size: _ShapeLike = ..., + dtype: _DTypeLikeFloat32 = ..., + out: Optional[ndarray[Any, dtype[float32]]] = ..., + ) -> ndarray[Any, dtype[float32]]: ... + @overload + def random( + self, + size: _ShapeLike = ..., + dtype: _DTypeLikeFloat64 = ..., + out: Optional[ndarray[Any, dtype[float64]]] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def beta(self, a: float, b: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def beta( + self, a: _ArrayLikeFloat_co, b: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def exponential(self, scale: float = ..., size: None = ...) -> float: ... # type: ignore[misc] + @overload + def exponential( + self, scale: _ArrayLikeFloat_co = ..., size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def integers( # type: ignore[misc] + self, + low: int, + high: Optional[int] = ..., + ) -> int: ... + @overload + def integers( # type: ignore[misc] + self, + low: int, + high: Optional[int] = ..., + size: None = ..., + dtype: _DTypeLikeBool = ..., + endpoint: bool = ..., + ) -> bool: ... + @overload + def integers( # type: ignore[misc] + self, + low: int, + high: Optional[int] = ..., + size: None = ..., + dtype: Union[_DTypeLikeInt, _DTypeLikeUInt] = ..., + endpoint: bool = ..., + ) -> int: ... + @overload + def integers( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[int64]]: ... + @overload + def integers( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + dtype: _DTypeLikeBool = ..., + endpoint: bool = ..., + ) -> ndarray[Any, dtype[bool_]]: ... + @overload + def integers( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + dtype: Union[dtype[int8], Type[int8], _Int8Codes, _SupportsDType[dtype[int8]]] = ..., + endpoint: bool = ..., + ) -> ndarray[Any, dtype[int8]]: ... + @overload + def integers( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + dtype: Union[dtype[int16], Type[int16], _Int16Codes, _SupportsDType[dtype[int16]]] = ..., + endpoint: bool = ..., + ) -> ndarray[Any, dtype[int16]]: ... + @overload + def integers( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + dtype: Union[dtype[int32], Type[int32], _Int32Codes, _SupportsDType[dtype[int32]]] = ..., + endpoint: bool = ..., + ) -> ndarray[Any, dtype[Union[int32]]]: ... + @overload + def integers( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + dtype: Optional[ + Union[dtype[int64], Type[int64], _Int64Codes, _SupportsDType[dtype[int64]]] + ] = ..., + endpoint: bool = ..., + ) -> ndarray[Any, dtype[int64]]: ... + @overload + def integers( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + dtype: Union[dtype[uint8], Type[uint8], _UInt8Codes, _SupportsDType[dtype[uint8]]] = ..., + endpoint: bool = ..., + ) -> ndarray[Any, dtype[uint8]]: ... + @overload + def integers( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + dtype: Union[ + dtype[uint16], Type[uint16], _UInt16Codes, _SupportsDType[dtype[uint16]] + ] = ..., + endpoint: bool = ..., + ) -> ndarray[Any, dtype[Union[uint16]]]: ... + @overload + def integers( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + dtype: Union[ + dtype[uint32], Type[uint32], _UInt32Codes, _SupportsDType[dtype[uint32]] + ] = ..., + endpoint: bool = ..., + ) -> ndarray[Any, dtype[uint32]]: ... + @overload + def integers( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + dtype: Union[ + dtype[uint64], Type[uint64], _UInt64Codes, _SupportsDType[dtype[uint64]] + ] = ..., + endpoint: bool = ..., + ) -> ndarray[Any, dtype[uint64]]: ... + @overload + def integers( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + dtype: Union[ + dtype[int_], Type[int], Type[int_], _IntCodes, _SupportsDType[dtype[int_]] + ] = ..., + endpoint: bool = ..., + ) -> ndarray[Any, dtype[int_]]: ... + @overload + def integers( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + dtype: Union[dtype[uint], Type[uint], _UIntCodes, _SupportsDType[dtype[uint]]] = ..., + endpoint: bool = ..., + ) -> ndarray[Any, dtype[uint]]: ... + # TODO: Use a TypeVar _T here to get away from Any output? Should be int->ndarray[Any,dtype[int64]], ArrayLike[_T] -> Union[_T, ndarray[Any,Any]] + @overload + def choice( + self, + a: int, + size: None = ..., + replace: bool = ..., + p: Optional[_ArrayLikeFloat_co] = ..., + axis: int = ..., + shuffle: bool = ..., + ) -> int: ... + @overload + def choice( + self, + a: int, + size: _ShapeLike = ..., + replace: bool = ..., + p: Optional[_ArrayLikeFloat_co] = ..., + axis: int = ..., + shuffle: bool = ..., + ) -> ndarray[Any, dtype[int64]]: ... + @overload + def choice( + self, + a: ArrayLike, + size: None = ..., + replace: bool = ..., + p: Optional[_ArrayLikeFloat_co] = ..., + axis: int = ..., + shuffle: bool = ..., + ) -> Any: ... + @overload + def choice( + self, + a: ArrayLike, + size: _ShapeLike = ..., + replace: bool = ..., + p: Optional[_ArrayLikeFloat_co] = ..., + axis: int = ..., + shuffle: bool = ..., + ) -> ndarray[Any, Any]: ... + @overload + def uniform(self, low: float = ..., high: float = ..., size: None = ...) -> float: ... # type: ignore[misc] + @overload + def uniform( + self, + low: _ArrayLikeFloat_co = ..., + high: _ArrayLikeFloat_co = ..., + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def normal(self, loc: float = ..., scale: float = ..., size: None = ...) -> float: ... # type: ignore[misc] + @overload + def normal( + self, + loc: _ArrayLikeFloat_co = ..., + scale: _ArrayLikeFloat_co = ..., + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def standard_gamma( # type: ignore[misc] + self, + shape: float, + size: None = ..., + dtype: Union[_DTypeLikeFloat32, _DTypeLikeFloat64] = ..., + out: None = ..., + ) -> float: ... + @overload + def standard_gamma( + self, + shape: _ArrayLikeFloat_co, + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def standard_gamma( + self, + shape: _ArrayLikeFloat_co, + *, + out: ndarray[Any, dtype[float64]] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def standard_gamma( + self, + shape: _ArrayLikeFloat_co, + size: Optional[_ShapeLike] = ..., + dtype: _DTypeLikeFloat32 = ..., + out: Optional[ndarray[Any, dtype[float32]]] = ..., + ) -> ndarray[Any, dtype[float32]]: ... + @overload + def standard_gamma( + self, + shape: _ArrayLikeFloat_co, + size: Optional[_ShapeLike] = ..., + dtype: _DTypeLikeFloat64 = ..., + out: Optional[ndarray[Any, dtype[float64]]] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def gamma(self, shape: float, scale: float = ..., size: None = ...) -> float: ... # type: ignore[misc] + @overload + def gamma( + self, + shape: _ArrayLikeFloat_co, + scale: _ArrayLikeFloat_co = ..., + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def f(self, dfnum: float, dfden: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def f( + self, dfnum: _ArrayLikeFloat_co, dfden: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def noncentral_f(self, dfnum: float, dfden: float, nonc: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def noncentral_f( + self, + dfnum: _ArrayLikeFloat_co, + dfden: _ArrayLikeFloat_co, + nonc: _ArrayLikeFloat_co, + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def chisquare(self, df: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def chisquare( + self, df: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def noncentral_chisquare(self, df: float, nonc: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def noncentral_chisquare( + self, df: _ArrayLikeFloat_co, nonc: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def standard_t(self, df: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def standard_t( + self, df: _ArrayLikeFloat_co, size: None = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def standard_t( + self, df: _ArrayLikeFloat_co, size: _ShapeLike = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def vonmises(self, mu: float, kappa: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def vonmises( + self, mu: _ArrayLikeFloat_co, kappa: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def pareto(self, a: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def pareto( + self, a: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def weibull(self, a: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def weibull( + self, a: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def power(self, a: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def power( + self, a: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def standard_cauchy(self, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def standard_cauchy(self, size: _ShapeLike = ...) -> ndarray[Any, dtype[float64]]: ... + @overload + def laplace(self, loc: float = ..., scale: float = ..., size: None = ...) -> float: ... # type: ignore[misc] + @overload + def laplace( + self, + loc: _ArrayLikeFloat_co = ..., + scale: _ArrayLikeFloat_co = ..., + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def gumbel(self, loc: float = ..., scale: float = ..., size: None = ...) -> float: ... # type: ignore[misc] + @overload + def gumbel( + self, + loc: _ArrayLikeFloat_co = ..., + scale: _ArrayLikeFloat_co = ..., + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def logistic(self, loc: float = ..., scale: float = ..., size: None = ...) -> float: ... # type: ignore[misc] + @overload + def logistic( + self, + loc: _ArrayLikeFloat_co = ..., + scale: _ArrayLikeFloat_co = ..., + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def lognormal(self, mean: float = ..., sigma: float = ..., size: None = ...) -> float: ... # type: ignore[misc] + @overload + def lognormal( + self, + mean: _ArrayLikeFloat_co = ..., + sigma: _ArrayLikeFloat_co = ..., + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def rayleigh(self, scale: float = ..., size: None = ...) -> float: ... # type: ignore[misc] + @overload + def rayleigh( + self, scale: _ArrayLikeFloat_co = ..., size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def wald(self, mean: float, scale: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def wald( + self, mean: _ArrayLikeFloat_co, scale: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def triangular(self, left: float, mode: float, right: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def triangular( + self, + left: _ArrayLikeFloat_co, + mode: _ArrayLikeFloat_co, + right: _ArrayLikeFloat_co, + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def binomial(self, n: int, p: float, size: None = ...) -> int: ... # type: ignore[misc] + @overload + def binomial( + self, n: _ArrayLikeInt_co, p: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[int64]]: ... + @overload + def negative_binomial(self, n: float, p: float, size: None = ...) -> int: ... # type: ignore[misc] + @overload + def negative_binomial( + self, n: _ArrayLikeFloat_co, p: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[int64]]: ... + @overload + def poisson(self, lam: float = ..., size: None = ...) -> int: ... # type: ignore[misc] + @overload + def poisson( + self, lam: _ArrayLikeFloat_co = ..., size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[int64]]: ... + @overload + def zipf(self, a: float, size: None = ...) -> int: ... # type: ignore[misc] + @overload + def zipf( + self, a: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[int64]]: ... + @overload + def geometric(self, p: float, size: None = ...) -> int: ... # type: ignore[misc] + @overload + def geometric( + self, p: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[int64]]: ... + @overload + def hypergeometric(self, ngood: int, nbad: int, nsample: int, size: None = ...) -> int: ... # type: ignore[misc] + @overload + def hypergeometric( + self, + ngood: _ArrayLikeInt_co, + nbad: _ArrayLikeInt_co, + nsample: _ArrayLikeInt_co, + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[int64]]: ... + @overload + def logseries(self, p: float, size: None = ...) -> int: ... # type: ignore[misc] + @overload + def logseries( + self, p: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[int64]]: ... + def multivariate_normal( + self, + mean: _ArrayLikeFloat_co, + cov: _ArrayLikeFloat_co, + size: Optional[_ShapeLike] = ..., + check_valid: Literal["warn", "raise", "ignore"] = ..., + tol: float = ..., + *, + method: Literal["svd", "eigh", "cholesky"] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + def multinomial( + self, n: _ArrayLikeInt_co, pvals: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[int64]]: ... + def multivariate_hypergeometric( + self, + colors: _ArrayLikeInt_co, + nsample: int, + size: Optional[_ShapeLike] = ..., + method: Literal["marginals", "count"] = ..., + ) -> ndarray[Any, dtype[int64]]: ... + def dirichlet( + self, alpha: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + def permuted( + self, x: ArrayLike, *, axis: Optional[int] = ..., out: Optional[ndarray[Any, Any]] = ... + ) -> ndarray[Any, Any]: ... + def shuffle(self, x: ArrayLike, axis: int = ...) -> None: ... + +def default_rng( + seed: Union[None, _ArrayLikeInt_co, SeedSequence, BitGenerator, Generator] = ... +) -> Generator: ... diff --git a/EXE version/main/numpy/random/_mt19937.cp39-win_amd64.pyd b/EXE version/main/numpy/random/_mt19937.cp39-win_amd64.pyd new file mode 100644 index 00000000..21014677 Binary files /dev/null and b/EXE version/main/numpy/random/_mt19937.cp39-win_amd64.pyd differ diff --git a/EXE version/main/numpy/random/_mt19937.pyi b/EXE version/main/numpy/random/_mt19937.pyi new file mode 100644 index 00000000..1b8bacda --- /dev/null +++ b/EXE version/main/numpy/random/_mt19937.pyi @@ -0,0 +1,28 @@ +import sys +from typing import Any, Union + +from numpy import dtype, ndarray, uint32 +from numpy.random.bit_generator import BitGenerator, SeedSequence +from numpy.typing import _ArrayLikeInt_co + +if sys.version_info >= (3, 8): + from typing import TypedDict +else: + from typing_extensions import TypedDict + +class _MT19937Internal(TypedDict): + key: ndarray[Any, dtype[uint32]] + pos: int + +class _MT19937State(TypedDict): + bit_generator: str + state: _MT19937Internal + +class MT19937(BitGenerator): + def __init__(self, seed: Union[None, _ArrayLikeInt_co, SeedSequence] = ...) -> None: ... + def _legacy_seeding(self, seed: _ArrayLikeInt_co) -> None: ... + def jumped(self, jumps: int = ...) -> MT19937: ... + @property + def state(self) -> _MT19937State: ... + @state.setter + def state(self, value: _MT19937State) -> None: ... diff --git a/EXE version/main/numpy/random/_pcg64.cp39-win_amd64.pyd b/EXE version/main/numpy/random/_pcg64.cp39-win_amd64.pyd new file mode 100644 index 00000000..22ef2137 Binary files /dev/null and b/EXE version/main/numpy/random/_pcg64.cp39-win_amd64.pyd differ diff --git a/EXE version/main/numpy/random/_pcg64.pyi b/EXE version/main/numpy/random/_pcg64.pyi new file mode 100644 index 00000000..25e2fdde --- /dev/null +++ b/EXE version/main/numpy/random/_pcg64.pyi @@ -0,0 +1,48 @@ +import sys +from typing import Union + +from numpy.random.bit_generator import BitGenerator, SeedSequence +from numpy.typing import _ArrayLikeInt_co + +if sys.version_info >= (3, 8): + from typing import TypedDict +else: + from typing_extensions import TypedDict + +class _PCG64Internal(TypedDict): + state: int + inc: int + +class _PCG64State(TypedDict): + bit_generator: str + state: _PCG64Internal + has_uint32: int + uinteger: int + +class PCG64(BitGenerator): + def __init__(self, seed: Union[None, _ArrayLikeInt_co, SeedSequence] = ...) -> None: ... + def jumped(self, jumps: int = ...) -> PCG64: ... + @property + def state( + self, + ) -> _PCG64State: ... + @state.setter + def state( + self, + value: _PCG64State, + ) -> None: ... + def advance(self, delta: int) -> PCG64: ... + +class PCG64DXSM(BitGenerator): + def __init__(self, seed: Union[None, _ArrayLikeInt_co, SeedSequence] = ...) -> None: ... + def jumped(self, jumps: int = ...) -> PCG64DXSM: ... + @property + def state( + self, + ) -> _PCG64State: ... + @state.setter + def state( + self, + value: _PCG64State, + ) -> None: ... + def advance(self, delta: int) -> PCG64DXSM: ... diff --git a/EXE version/main/numpy/random/_philox.cp39-win_amd64.pyd b/EXE version/main/numpy/random/_philox.cp39-win_amd64.pyd new file mode 100644 index 00000000..5ca0b861 Binary files /dev/null and b/EXE version/main/numpy/random/_philox.cp39-win_amd64.pyd differ diff --git a/EXE version/main/numpy/random/_philox.pyi b/EXE version/main/numpy/random/_philox.pyi new file mode 100644 index 00000000..f6a5b9b9 --- /dev/null +++ b/EXE version/main/numpy/random/_philox.pyi @@ -0,0 +1,42 @@ +import sys +from typing import Any, Union + +from numpy import dtype, ndarray, uint64 +from numpy.random.bit_generator import BitGenerator, SeedSequence +from numpy.typing import _ArrayLikeInt_co + +if sys.version_info >= (3, 8): + from typing import TypedDict +else: + from typing_extensions import TypedDict + +class _PhiloxInternal(TypedDict): + counter: ndarray[Any, dtype[uint64]] + key: ndarray[Any, dtype[uint64]] + +class _PhiloxState(TypedDict): + bit_generator: str + state: _PhiloxInternal + buffer: ndarray[Any, dtype[uint64]] + buffer_pos: int + has_uint32: int + uinteger: int + +class Philox(BitGenerator): + def __init__( + self, + seed: Union[None, _ArrayLikeInt_co, SeedSequence] = ..., + counter: Union[None, _ArrayLikeInt_co] = ..., + key: Union[None, _ArrayLikeInt_co] = ..., + ) -> None: ... + @property + def state( + self, + ) -> _PhiloxState: ... + @state.setter + def state( + self, + value: _PhiloxState, + ) -> None: ... + def jumped(self, jumps: int = ...) -> Philox: ... + def advance(self, delta: int) -> Philox: ... diff --git a/EXE version/main/numpy/random/_sfc64.cp39-win_amd64.pyd b/EXE version/main/numpy/random/_sfc64.cp39-win_amd64.pyd new file mode 100644 index 00000000..967af1e1 Binary files /dev/null and b/EXE version/main/numpy/random/_sfc64.cp39-win_amd64.pyd differ diff --git a/EXE version/main/numpy/random/_sfc64.pyi b/EXE version/main/numpy/random/_sfc64.pyi new file mode 100644 index 00000000..72a271c9 --- /dev/null +++ b/EXE version/main/numpy/random/_sfc64.pyi @@ -0,0 +1,34 @@ +import sys +from typing import Any, Union + +from numpy import dtype as dtype +from numpy import ndarray as ndarray +from numpy import uint64 +from numpy.random.bit_generator import BitGenerator, SeedSequence +from numpy.typing import _ArrayLikeInt_co + +if sys.version_info >= (3, 8): + from typing import TypedDict +else: + from typing_extensions import TypedDict + +class _SFC64Internal(TypedDict): + state: ndarray[Any, dtype[uint64]] + +class _SFC64State(TypedDict): + bit_generator: str + state: _SFC64Internal + has_uint32: int + uinteger: int + +class SFC64(BitGenerator): + def __init__(self, seed: Union[None, _ArrayLikeInt_co, SeedSequence] = ...) -> None: ... + @property + def state( + self, + ) -> _SFC64State: ... + @state.setter + def state( + self, + value: _SFC64State, + ) -> None: ... diff --git a/EXE version/main/numpy/random/bit_generator.cp39-win_amd64.pyd b/EXE version/main/numpy/random/bit_generator.cp39-win_amd64.pyd new file mode 100644 index 00000000..a9bf75fa Binary files /dev/null and b/EXE version/main/numpy/random/bit_generator.cp39-win_amd64.pyd differ diff --git a/EXE version/main/numpy/random/bit_generator.pxd b/EXE version/main/numpy/random/bit_generator.pxd new file mode 100644 index 00000000..dfa7d0a7 --- /dev/null +++ b/EXE version/main/numpy/random/bit_generator.pxd @@ -0,0 +1,35 @@ +cimport numpy as np +from libc.stdint cimport uint32_t, uint64_t + +cdef extern from "numpy/random/bitgen.h": + struct bitgen: + void *state + uint64_t (*next_uint64)(void *st) nogil + uint32_t (*next_uint32)(void *st) nogil + double (*next_double)(void *st) nogil + uint64_t (*next_raw)(void *st) nogil + + ctypedef bitgen bitgen_t + +cdef class BitGenerator(): + cdef readonly object _seed_seq + cdef readonly object lock + cdef bitgen_t _bitgen + cdef readonly object _ctypes + cdef readonly object _cffi + cdef readonly object capsule + + +cdef class SeedSequence(): + cdef readonly object entropy + cdef readonly tuple spawn_key + cdef readonly Py_ssize_t pool_size + cdef readonly object pool + cdef readonly uint32_t n_children_spawned + + cdef mix_entropy(self, np.ndarray[np.npy_uint32, ndim=1] mixer, + np.ndarray[np.npy_uint32, ndim=1] entropy_array) + cdef get_assembled_entropy(self) + +cdef class SeedlessSequence(): + pass diff --git a/EXE version/main/numpy/random/bit_generator.pyi b/EXE version/main/numpy/random/bit_generator.pyi new file mode 100644 index 00000000..5b68dde6 --- /dev/null +++ b/EXE version/main/numpy/random/bit_generator.pyi @@ -0,0 +1,121 @@ +import abc +import sys +from threading import Lock +from typing import ( + Any, + Callable, + Dict, + List, + Mapping, + NamedTuple, + Optional, + Sequence, + Tuple, + Type, + TypedDict, + TypeVar, + Union, + overload, +) + +from numpy import dtype, ndarray, uint32, uint64 +from numpy.typing import _ArrayLikeInt_co, _ShapeLike, _SupportsDType, _UInt32Codes, _UInt64Codes + +if sys.version_info >= (3, 8): + from typing import Literal +else: + from typing_extensions import Literal + +_T = TypeVar("_T") + +_DTypeLikeUint32 = Union[ + dtype[uint32], + _SupportsDType[dtype[uint32]], + Type[uint32], + _UInt32Codes, +] +_DTypeLikeUint64 = Union[ + dtype[uint64], + _SupportsDType[dtype[uint64]], + Type[uint64], + _UInt64Codes, +] + +class _SeedSeqState(TypedDict): + entropy: Union[None, int, Sequence[int]] + spawn_key: Tuple[int, ...] + pool_size: int + n_children_spawned: int + +class _Interface(NamedTuple): + state_address: Any + state: Any + next_uint64: Any + next_uint32: Any + next_double: Any + bit_generator: Any + +class ISeedSequence(abc.ABC): + @abc.abstractmethod + def generate_state( + self, n_words: int, dtype: Union[_DTypeLikeUint32, _DTypeLikeUint64] = ... + ) -> ndarray[Any, dtype[Union[uint32, uint64]]]: ... + +class ISpawnableSeedSequence(ISeedSequence): + @abc.abstractmethod + def spawn(self: _T, n_children: int) -> List[_T]: ... + +class SeedlessSeedSequence(ISpawnableSeedSequence): + def generate_state( + self, n_words: int, dtype: Union[_DTypeLikeUint32, _DTypeLikeUint64] = ... + ) -> ndarray[Any, dtype[Union[uint32, uint64]]]: ... + def spawn(self: _T, n_children: int) -> List[_T]: ... + +class SeedSequence(ISpawnableSeedSequence): + entropy: Union[None, int, Sequence[int]] + spawn_key: Tuple[int, ...] + pool_size: int + n_children_spawned: int + pool: ndarray[Any, dtype[uint32]] + def __init__( + self, + entropy: Union[None, int, Sequence[int], _ArrayLikeInt_co] = ..., + *, + spawn_key: Sequence[int] = ..., + pool_size: int = ..., + n_children_spawned: int = ..., + ) -> None: ... + def __repr__(self) -> str: ... + @property + def state( + self, + ) -> _SeedSeqState: ... + def generate_state( + self, n_words: int, dtype: Union[_DTypeLikeUint32, _DTypeLikeUint64] = ... + ) -> ndarray[Any, dtype[Union[uint32, uint64]]]: ... + def spawn(self, n_children: int) -> List[SeedSequence]: ... + +class BitGenerator(abc.ABC): + lock: Lock + def __init__(self, seed: Union[None, _ArrayLikeInt_co, SeedSequence] = ...) -> None: ... + def __getstate__(self) -> Dict[str, Any]: ... + def __setstate__(self, state: Dict[str, Any]) -> None: ... + def __reduce__( + self, + ) -> Tuple[Callable[[str], BitGenerator], Tuple[str], Tuple[Dict[str, Any]]]: ... + @abc.abstractmethod + @property + def state(self) -> Mapping[str, Any]: ... + @state.setter + def state(self, value: Mapping[str, Any]) -> None: ... + @overload + def random_raw(self, size: None = ..., output: Literal[True] = ...) -> int: ... # type: ignore[misc] + @overload + def random_raw(self, size: _ShapeLike = ..., output: Literal[True] = ...) -> ndarray[Any, dtype[uint64]]: ... # type: ignore[misc] + @overload + def random_raw(self, size: Optional[_ShapeLike] = ..., output: Literal[False] = ...) -> None: ... # type: ignore[misc] + def _benchmark(self, cnt: int, method: str = ...) -> None: ... + @property + def ctypes(self) -> _Interface: ... + @property + def cffi(self) -> _Interface: ... diff --git a/EXE version/main/numpy/random/c_distributions.pxd b/EXE version/main/numpy/random/c_distributions.pxd new file mode 100644 index 00000000..6f905edc --- /dev/null +++ b/EXE version/main/numpy/random/c_distributions.pxd @@ -0,0 +1,114 @@ +#!python +#cython: wraparound=False, nonecheck=False, boundscheck=False, cdivision=True, language_level=3 +from numpy cimport npy_intp + +from libc.stdint cimport (uint64_t, int32_t, int64_t) +from numpy.random cimport bitgen_t + +cdef extern from "numpy/random/distributions.h": + + struct s_binomial_t: + int has_binomial + double psave + int64_t nsave + double r + double q + double fm + int64_t m + double p1 + double xm + double xl + double xr + double c + double laml + double lamr + double p2 + double p3 + double p4 + + ctypedef s_binomial_t binomial_t + + double random_standard_uniform(bitgen_t *bitgen_state) nogil + void random_standard_uniform_fill(bitgen_t* bitgen_state, npy_intp cnt, double *out) nogil + double random_standard_exponential(bitgen_t *bitgen_state) nogil + double random_standard_exponential_f(bitgen_t *bitgen_state) nogil + void random_standard_exponential_fill(bitgen_t *bitgen_state, npy_intp cnt, double *out) nogil + void random_standard_exponential_fill_f(bitgen_t *bitgen_state, npy_intp cnt, double *out) nogil + void random_standard_exponential_inv_fill(bitgen_t *bitgen_state, npy_intp cnt, double *out) nogil + void random_standard_exponential_inv_fill_f(bitgen_t *bitgen_state, npy_intp cnt, double *out) nogil + double random_standard_normal(bitgen_t* bitgen_state) nogil + void random_standard_normal_fill(bitgen_t *bitgen_state, npy_intp count, double *out) nogil + void random_standard_normal_fill_f(bitgen_t *bitgen_state, npy_intp count, float *out) nogil + double random_standard_gamma(bitgen_t *bitgen_state, double shape) nogil + + float random_standard_uniform_f(bitgen_t *bitgen_state) nogil + void random_standard_uniform_fill_f(bitgen_t* bitgen_state, npy_intp cnt, float *out) nogil + float random_standard_normal_f(bitgen_t* bitgen_state) nogil + float random_standard_gamma_f(bitgen_t *bitgen_state, float shape) nogil + + int64_t random_positive_int64(bitgen_t *bitgen_state) nogil + int32_t random_positive_int32(bitgen_t *bitgen_state) nogil + int64_t random_positive_int(bitgen_t *bitgen_state) nogil + uint64_t random_uint(bitgen_t *bitgen_state) nogil + + double random_normal(bitgen_t *bitgen_state, double loc, double scale) nogil + + double random_gamma(bitgen_t *bitgen_state, double shape, double scale) nogil + float random_gamma_f(bitgen_t *bitgen_state, float shape, float scale) nogil + + double random_exponential(bitgen_t *bitgen_state, double scale) nogil + double random_uniform(bitgen_t *bitgen_state, double lower, double range) nogil + double random_beta(bitgen_t *bitgen_state, double a, double b) nogil + double random_chisquare(bitgen_t *bitgen_state, double df) nogil + double random_f(bitgen_t *bitgen_state, double dfnum, double dfden) nogil + double random_standard_cauchy(bitgen_t *bitgen_state) nogil + double random_pareto(bitgen_t *bitgen_state, double a) nogil + double random_weibull(bitgen_t *bitgen_state, double a) nogil + double random_power(bitgen_t *bitgen_state, double a) nogil + double random_laplace(bitgen_t *bitgen_state, double loc, double scale) nogil + double random_gumbel(bitgen_t *bitgen_state, double loc, double scale) nogil + double random_logistic(bitgen_t *bitgen_state, double loc, double scale) nogil + double random_lognormal(bitgen_t *bitgen_state, double mean, double sigma) nogil + double random_rayleigh(bitgen_t *bitgen_state, double mode) nogil + double random_standard_t(bitgen_t *bitgen_state, double df) nogil + double random_noncentral_chisquare(bitgen_t *bitgen_state, double df, + double nonc) nogil + double random_noncentral_f(bitgen_t *bitgen_state, double dfnum, + double dfden, double nonc) nogil + double random_wald(bitgen_t *bitgen_state, double mean, double scale) nogil + double random_vonmises(bitgen_t *bitgen_state, double mu, double kappa) nogil + double random_triangular(bitgen_t *bitgen_state, double left, double mode, + double right) nogil + + int64_t random_poisson(bitgen_t *bitgen_state, double lam) nogil + int64_t random_negative_binomial(bitgen_t *bitgen_state, double n, double p) nogil + int64_t random_binomial(bitgen_t *bitgen_state, double p, int64_t n, binomial_t *binomial) nogil + int64_t random_logseries(bitgen_t *bitgen_state, double p) nogil + int64_t random_geometric_search(bitgen_t *bitgen_state, double p) nogil + int64_t random_geometric_inversion(bitgen_t *bitgen_state, double p) nogil + int64_t random_geometric(bitgen_t *bitgen_state, double p) nogil + int64_t random_zipf(bitgen_t *bitgen_state, double a) nogil + int64_t random_hypergeometric(bitgen_t *bitgen_state, int64_t good, int64_t bad, + int64_t sample) nogil + + uint64_t random_interval(bitgen_t *bitgen_state, uint64_t max) nogil + + # Generate random uint64 numbers in closed interval [off, off + rng]. + uint64_t random_bounded_uint64(bitgen_t *bitgen_state, + uint64_t off, uint64_t rng, + uint64_t mask, bint use_masked) nogil + + void random_multinomial(bitgen_t *bitgen_state, int64_t n, int64_t *mnix, + double *pix, npy_intp d, binomial_t *binomial) nogil + + int random_multivariate_hypergeometric_count(bitgen_t *bitgen_state, + int64_t total, + size_t num_colors, int64_t *colors, + int64_t nsample, + size_t num_variates, int64_t *variates) nogil + void random_multivariate_hypergeometric_marginals(bitgen_t *bitgen_state, + int64_t total, + size_t num_colors, int64_t *colors, + int64_t nsample, + size_t num_variates, int64_t *variates) nogil + diff --git a/EXE version/main/numpy/random/lib/npyrandom.lib b/EXE version/main/numpy/random/lib/npyrandom.lib new file mode 100644 index 00000000..9a09e666 Binary files /dev/null and b/EXE version/main/numpy/random/lib/npyrandom.lib differ diff --git a/EXE version/main/numpy/random/mtrand.cp39-win_amd64.pyd b/EXE version/main/numpy/random/mtrand.cp39-win_amd64.pyd new file mode 100644 index 00000000..d0425e3c Binary files /dev/null and b/EXE version/main/numpy/random/mtrand.cp39-win_amd64.pyd differ diff --git a/EXE version/main/numpy/random/mtrand.pyi b/EXE version/main/numpy/random/mtrand.pyi new file mode 100644 index 00000000..3137b0a9 --- /dev/null +++ b/EXE version/main/numpy/random/mtrand.pyi @@ -0,0 +1,579 @@ +import sys +from typing import Any, Callable, Dict, Optional, Tuple, Type, Union, overload + +from numpy import ( + bool_, + dtype, + float32, + float64, + int8, + int16, + int32, + int64, + int_, + ndarray, + uint, + uint8, + uint16, + uint32, + uint64, +) +from numpy.random.bit_generator import BitGenerator +from numpy.typing import ( + ArrayLike, + _ArrayLikeFloat_co, + _ArrayLikeInt_co, + _DoubleCodes, + _DTypeLikeBool, + _DTypeLikeInt, + _DTypeLikeUInt, + _Float32Codes, + _Float64Codes, + _Int8Codes, + _Int16Codes, + _Int32Codes, + _Int64Codes, + _IntCodes, + _ShapeLike, + _SingleCodes, + _SupportsDType, + _UInt8Codes, + _UInt16Codes, + _UInt32Codes, + _UInt64Codes, + _UIntCodes, +) + +if sys.version_info >= (3, 8): + from typing import Literal +else: + from typing_extensions import Literal + +_DTypeLikeFloat32 = Union[ + dtype[float32], + _SupportsDType[dtype[float32]], + Type[float32], + _Float32Codes, + _SingleCodes, +] + +_DTypeLikeFloat64 = Union[ + dtype[float64], + _SupportsDType[dtype[float64]], + Type[float], + Type[float64], + _Float64Codes, + _DoubleCodes, +] + +class RandomState: + _bit_generator: BitGenerator + def __init__(self, seed: Union[None, _ArrayLikeInt_co, BitGenerator] = ...) -> None: ... + def __repr__(self) -> str: ... + def __str__(self) -> str: ... + def __getstate__(self) -> Dict[str, Any]: ... + def __setstate__(self, state: Dict[str, Any]) -> None: ... + def __reduce__(self) -> Tuple[Callable[[str], RandomState], Tuple[str], Dict[str, Any]]: ... + def seed(self, seed: Optional[_ArrayLikeFloat_co] = ...) -> None: ... + @overload + def get_state(self, legacy: Literal[False] = ...) -> Dict[str, Any]: ... + @overload + def get_state( + self, legacy: Literal[True] = ... + ) -> Union[Dict[str, Any], Tuple[str, ndarray[Any, dtype[uint32]], int, int, float]]: ... + def set_state( + self, state: Union[Dict[str, Any], Tuple[str, ndarray[Any, dtype[uint32]], int, int, float]] + ) -> None: ... + @overload + def random_sample(self, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def random_sample(self, size: _ShapeLike = ...) -> ndarray[Any, dtype[float64]]: ... + @overload + def random(self, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def random(self, size: _ShapeLike = ...) -> ndarray[Any, dtype[float64]]: ... + @overload + def beta(self, a: float, b: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def beta( + self, a: _ArrayLikeFloat_co, b: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def exponential(self, scale: float = ..., size: None = ...) -> float: ... # type: ignore[misc] + @overload + def exponential( + self, scale: _ArrayLikeFloat_co = ..., size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def standard_exponential(self, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def standard_exponential(self, size: _ShapeLike = ...) -> ndarray[Any, dtype[float64]]: ... + @overload + def tomaxint(self, size: None = ...) -> int: ... # type: ignore[misc] + @overload + def tomaxint(self, size: _ShapeLike = ...) -> ndarray[Any, dtype[int_]]: ... + @overload + def randint( # type: ignore[misc] + self, + low: int, + high: Optional[int] = ..., + ) -> int: ... + @overload + def randint( # type: ignore[misc] + self, + low: int, + high: Optional[int] = ..., + size: None = ..., + dtype: _DTypeLikeBool = ..., + ) -> bool: ... + @overload + def randint( # type: ignore[misc] + self, + low: int, + high: Optional[int] = ..., + size: None = ..., + dtype: Union[_DTypeLikeInt, _DTypeLikeUInt] = ..., + ) -> int: ... + @overload + def randint( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[int_]]: ... + @overload + def randint( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + dtype: _DTypeLikeBool = ..., + ) -> ndarray[Any, dtype[bool_]]: ... + @overload + def randint( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + dtype: Union[dtype[int8], Type[int8], _Int8Codes, _SupportsDType[dtype[int8]]] = ..., + ) -> ndarray[Any, dtype[int8]]: ... + @overload + def randint( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + dtype: Union[dtype[int16], Type[int16], _Int16Codes, _SupportsDType[dtype[int16]]] = ..., + ) -> ndarray[Any, dtype[int16]]: ... + @overload + def randint( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + dtype: Union[dtype[int32], Type[int32], _Int32Codes, _SupportsDType[dtype[int32]]] = ..., + ) -> ndarray[Any, dtype[Union[int32]]]: ... + @overload + def randint( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + dtype: Optional[ + Union[dtype[int64], Type[int64], _Int64Codes, _SupportsDType[dtype[int64]]] + ] = ..., + ) -> ndarray[Any, dtype[int64]]: ... + @overload + def randint( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + dtype: Union[dtype[uint8], Type[uint8], _UInt8Codes, _SupportsDType[dtype[uint8]]] = ..., + ) -> ndarray[Any, dtype[uint8]]: ... + @overload + def randint( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + dtype: Union[ + dtype[uint16], Type[uint16], _UInt16Codes, _SupportsDType[dtype[uint16]] + ] = ..., + ) -> ndarray[Any, dtype[Union[uint16]]]: ... + @overload + def randint( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + dtype: Union[ + dtype[uint32], Type[uint32], _UInt32Codes, _SupportsDType[dtype[uint32]] + ] = ..., + ) -> ndarray[Any, dtype[uint32]]: ... + @overload + def randint( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + dtype: Union[ + dtype[uint64], Type[uint64], _UInt64Codes, _SupportsDType[dtype[uint64]] + ] = ..., + ) -> ndarray[Any, dtype[uint64]]: ... + @overload + def randint( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + dtype: Union[ + dtype[int_], Type[int], Type[int_], _IntCodes, _SupportsDType[dtype[int_]] + ] = ..., + ) -> ndarray[Any, dtype[int_]]: ... + @overload + def randint( # type: ignore[misc] + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + dtype: Union[dtype[uint], Type[uint], _UIntCodes, _SupportsDType[dtype[uint]]] = ..., + ) -> ndarray[Any, dtype[uint]]: ... + def bytes(self, length: int) -> bytes: ... + @overload + def choice( + self, + a: int, + size: None = ..., + replace: bool = ..., + p: Optional[_ArrayLikeFloat_co] = ..., + ) -> int: ... + @overload + def choice( + self, + a: int, + size: _ShapeLike = ..., + replace: bool = ..., + p: Optional[_ArrayLikeFloat_co] = ..., + ) -> ndarray[Any, dtype[int_]]: ... + @overload + def choice( + self, + a: ArrayLike, + size: None = ..., + replace: bool = ..., + p: Optional[_ArrayLikeFloat_co] = ..., + ) -> Any: ... + @overload + def choice( + self, + a: ArrayLike, + size: _ShapeLike = ..., + replace: bool = ..., + p: Optional[_ArrayLikeFloat_co] = ..., + ) -> ndarray[Any, Any]: ... + @overload + def uniform(self, low: float = ..., high: float = ..., size: None = ...) -> float: ... # type: ignore[misc] + @overload + def uniform( + self, + low: _ArrayLikeFloat_co = ..., + high: _ArrayLikeFloat_co = ..., + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def rand(self) -> float: ... + @overload + def rand(self, *args: int) -> ndarray[Any, dtype[float64]]: ... + @overload + def randn(self) -> float: ... + @overload + def randn(self, *args: int) -> ndarray[Any, dtype[float64]]: ... + @overload + def random_integers(self, low: int, high: Optional[int] = ..., size: None = ...) -> int: ... # type: ignore[misc] + @overload + def random_integers( + self, + low: _ArrayLikeInt_co, + high: Optional[_ArrayLikeInt_co] = ..., + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[int_]]: ... + @overload + def standard_normal(self, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def standard_normal( # type: ignore[misc] + self, size: _ShapeLike = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def normal(self, loc: float = ..., scale: float = ..., size: None = ...) -> float: ... # type: ignore[misc] + @overload + def normal( + self, + loc: _ArrayLikeFloat_co = ..., + scale: _ArrayLikeFloat_co = ..., + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def standard_gamma( # type: ignore[misc] + self, + shape: float, + size: None = ..., + ) -> float: ... + @overload + def standard_gamma( + self, + shape: _ArrayLikeFloat_co, + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def gamma(self, shape: float, scale: float = ..., size: None = ...) -> float: ... # type: ignore[misc] + @overload + def gamma( + self, + shape: _ArrayLikeFloat_co, + scale: _ArrayLikeFloat_co = ..., + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def f(self, dfnum: float, dfden: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def f( + self, dfnum: _ArrayLikeFloat_co, dfden: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def noncentral_f(self, dfnum: float, dfden: float, nonc: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def noncentral_f( + self, + dfnum: _ArrayLikeFloat_co, + dfden: _ArrayLikeFloat_co, + nonc: _ArrayLikeFloat_co, + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def chisquare(self, df: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def chisquare( + self, df: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def noncentral_chisquare(self, df: float, nonc: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def noncentral_chisquare( + self, df: _ArrayLikeFloat_co, nonc: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def standard_t(self, df: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def standard_t( + self, df: _ArrayLikeFloat_co, size: None = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def standard_t( + self, df: _ArrayLikeFloat_co, size: _ShapeLike = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def vonmises(self, mu: float, kappa: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def vonmises( + self, mu: _ArrayLikeFloat_co, kappa: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def pareto(self, a: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def pareto( + self, a: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def weibull(self, a: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def weibull( + self, a: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def power(self, a: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def power( + self, a: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def standard_cauchy(self, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def standard_cauchy(self, size: _ShapeLike = ...) -> ndarray[Any, dtype[float64]]: ... + @overload + def laplace(self, loc: float = ..., scale: float = ..., size: None = ...) -> float: ... # type: ignore[misc] + @overload + def laplace( + self, + loc: _ArrayLikeFloat_co = ..., + scale: _ArrayLikeFloat_co = ..., + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def gumbel(self, loc: float = ..., scale: float = ..., size: None = ...) -> float: ... # type: ignore[misc] + @overload + def gumbel( + self, + loc: _ArrayLikeFloat_co = ..., + scale: _ArrayLikeFloat_co = ..., + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def logistic(self, loc: float = ..., scale: float = ..., size: None = ...) -> float: ... # type: ignore[misc] + @overload + def logistic( + self, + loc: _ArrayLikeFloat_co = ..., + scale: _ArrayLikeFloat_co = ..., + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def lognormal(self, mean: float = ..., sigma: float = ..., size: None = ...) -> float: ... # type: ignore[misc] + @overload + def lognormal( + self, + mean: _ArrayLikeFloat_co = ..., + sigma: _ArrayLikeFloat_co = ..., + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def rayleigh(self, scale: float = ..., size: None = ...) -> float: ... # type: ignore[misc] + @overload + def rayleigh( + self, scale: _ArrayLikeFloat_co = ..., size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def wald(self, mean: float, scale: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def wald( + self, mean: _ArrayLikeFloat_co, scale: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def triangular(self, left: float, mode: float, right: float, size: None = ...) -> float: ... # type: ignore[misc] + @overload + def triangular( + self, + left: _ArrayLikeFloat_co, + mode: _ArrayLikeFloat_co, + right: _ArrayLikeFloat_co, + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[float64]]: ... + @overload + def binomial(self, n: int, p: float, size: None = ...) -> int: ... # type: ignore[misc] + @overload + def binomial( + self, n: _ArrayLikeInt_co, p: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[int_]]: ... + @overload + def negative_binomial(self, n: float, p: float, size: None = ...) -> int: ... # type: ignore[misc] + @overload + def negative_binomial( + self, n: _ArrayLikeFloat_co, p: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[int_]]: ... + @overload + def poisson(self, lam: float = ..., size: None = ...) -> int: ... # type: ignore[misc] + @overload + def poisson( + self, lam: _ArrayLikeFloat_co = ..., size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[int_]]: ... + @overload + def zipf(self, a: float, size: None = ...) -> int: ... # type: ignore[misc] + @overload + def zipf( + self, a: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[int_]]: ... + @overload + def geometric(self, p: float, size: None = ...) -> int: ... # type: ignore[misc] + @overload + def geometric( + self, p: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[int_]]: ... + @overload + def hypergeometric(self, ngood: int, nbad: int, nsample: int, size: None = ...) -> int: ... # type: ignore[misc] + @overload + def hypergeometric( + self, + ngood: _ArrayLikeInt_co, + nbad: _ArrayLikeInt_co, + nsample: _ArrayLikeInt_co, + size: Optional[_ShapeLike] = ..., + ) -> ndarray[Any, dtype[int_]]: ... + @overload + def logseries(self, p: float, size: None = ...) -> int: ... # type: ignore[misc] + @overload + def logseries( + self, p: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[int_]]: ... + def multivariate_normal( + self, + mean: _ArrayLikeFloat_co, + cov: _ArrayLikeFloat_co, + size: Optional[_ShapeLike] = ..., + check_valid: Literal["warn", "raise", "ignore"] = ..., + tol: float = ..., + ) -> ndarray[Any, dtype[float64]]: ... + def multinomial( + self, n: _ArrayLikeInt_co, pvals: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[int_]]: ... + def dirichlet( + self, alpha: _ArrayLikeFloat_co, size: Optional[_ShapeLike] = ... + ) -> ndarray[Any, dtype[float64]]: ... + def shuffle(self, x: ArrayLike) -> None: ... + @overload + def permutation(self, x: int) -> ndarray[Any, dtype[int_]]: ... + @overload + def permutation(self, x: ArrayLike) -> ndarray[Any, Any]: ... + +_rand: RandomState + +beta = _rand.beta +binomial = _rand.binomial +bytes = _rand.bytes +chisquare = _rand.chisquare +choice = _rand.choice +dirichlet = _rand.dirichlet +exponential = _rand.exponential +f = _rand.f +gamma = _rand.gamma +get_state = _rand.get_state +geometric = _rand.geometric +gumbel = _rand.gumbel +hypergeometric = _rand.hypergeometric +laplace = _rand.laplace +logistic = _rand.logistic +lognormal = _rand.lognormal +logseries = _rand.logseries +multinomial = _rand.multinomial +multivariate_normal = _rand.multivariate_normal +negative_binomial = _rand.negative_binomial +noncentral_chisquare = _rand.noncentral_chisquare +noncentral_f = _rand.noncentral_f +normal = _rand.normal +pareto = _rand.pareto +permutation = _rand.permutation +poisson = _rand.poisson +power = _rand.power +rand = _rand.rand +randint = _rand.randint +randn = _rand.randn +random = _rand.random +random_integers = _rand.random_integers +random_sample = _rand.random_sample +rayleigh = _rand.rayleigh +seed = _rand.seed +set_state = _rand.set_state +shuffle = _rand.shuffle +standard_cauchy = _rand.standard_cauchy +standard_exponential = _rand.standard_exponential +standard_gamma = _rand.standard_gamma +standard_normal = _rand.standard_normal +standard_t = _rand.standard_t +triangular = _rand.triangular +uniform = _rand.uniform +vonmises = _rand.vonmises +wald = _rand.wald +weibull = _rand.weibull +zipf = _rand.zipf +# Two legacy that are trivial wrappers around random_sample +sample = _rand.random_sample +ranf = _rand.random_sample diff --git a/EXE version/main/numpy/random/tests/data/mt19937-testset-1.csv b/EXE version/main/numpy/random/tests/data/mt19937-testset-1.csv new file mode 100644 index 00000000..b97bfa66 --- /dev/null +++ b/EXE version/main/numpy/random/tests/data/mt19937-testset-1.csv @@ -0,0 +1,1001 @@ +seed, 0xdeadbeaf +0, 0xc816921f +1, 0xb3623c6d +2, 0x5fa391bb +3, 0x40178d9 +4, 0x7dcc9811 +5, 0x548eb8e6 +6, 0x92ba3125 +7, 0x65fde68d +8, 0x2f81ec95 +9, 0xbd94f7a2 +10, 0xdc4d9bcc +11, 0xa672bf13 +12, 0xb41113e +13, 0xec7e0066 +14, 0x50239372 +15, 0xd9d66b1d +16, 0xab72a161 +17, 0xddc2e29f +18, 0x7ea29ab4 +19, 0x80d141ba +20, 0xb1c7edf1 +21, 0x44d29203 +22, 0xe224d98 +23, 0x5b3e9d26 +24, 0x14fd567c +25, 0x27d98c96 +26, 0x838779fc +27, 0x92a138a +28, 0x5d08965b +29, 0x531e0ad6 +30, 0x984ee8f4 +31, 0x1ed78539 +32, 0x32bd6d8d +33, 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0xec8454108229c450 +994, 0x6e79d8d205447a44 +995, 0x9ed7b6a96b9ccd68 +996, 0xae7134b3b7f8ee37 +997, 0x66963de0e5ebcc02 +998, 0x29c8dcd0d17c423f +999, 0xfb8482c827eb90bc diff --git a/EXE version/main/numpy/rec.pyi b/EXE version/main/numpy/rec.pyi new file mode 100644 index 00000000..19863605 --- /dev/null +++ b/EXE version/main/numpy/rec.pyi @@ -0,0 +1,65 @@ +from typing import List + +from numpy import ( + format_parser as format_parser, + record as record, + recarray as recarray, +) + +__all__: List[str] + +def fromarrays( + arrayList, + dtype=..., + shape=..., + formats=..., + names=..., + titles=..., + aligned=..., + byteorder=..., +): ... +def fromrecords( + recList, + dtype=..., + shape=..., + formats=..., + names=..., + titles=..., + aligned=..., + byteorder=..., +): ... +def fromstring( + datastring, + dtype=..., + shape=..., + offset=..., + formats=..., + names=..., + titles=..., + aligned=..., + byteorder=..., +): ... +def fromfile( + fd, + dtype=..., + shape=..., + offset=..., + formats=..., + names=..., + titles=..., + aligned=..., + byteorder=..., +): ... +def array( + obj, + dtype=..., + shape=..., + offset=..., + strides=..., + formats=..., + names=..., + titles=..., + aligned=..., + byteorder=..., + copy=..., +): ... diff --git a/EXE version/main/numpy/testing/__init__.pyi b/EXE version/main/numpy/testing/__init__.pyi new file mode 100644 index 00000000..395626f6 --- /dev/null +++ b/EXE version/main/numpy/testing/__init__.pyi @@ -0,0 +1,113 @@ +import sys +import warnings +from typing import Any, List, ClassVar, Tuple, Set + +if sys.version_info >= (3, 8): + from typing import Final +else: + from typing_extensions import Final + +from unittest import ( + TestCase as TestCase, +) + +from unittest.case import ( + SkipTest as SkipTest, +) + +__all__: List[str] + +def run_module_suite(file_to_run=..., argv=...): ... + +class KnownFailureException(Exception): ... +class IgnoreException(Exception): ... + +class clear_and_catch_warnings(warnings.catch_warnings): + class_modules: ClassVar[Tuple[str, ...]] + modules: Set[str] + def __init__(self, record=..., modules=...): ... + def __enter__(self): ... + def __exit__(self, *exc_info): ... + +class suppress_warnings: + log: List[warnings.WarningMessage] + def __init__(self, forwarding_rule=...): ... + def filter(self, category=..., message=..., module=...): ... + def record(self, category=..., message=..., module=...): ... + def __enter__(self): ... + def __exit__(self, *exc_info): ... + def __call__(self, func): ... + +verbose: int +IS_PYPY: Final[bool] +HAS_REFCOUNT: Final[bool] +HAS_LAPACK64: Final[bool] + +def assert_(val, msg=...): ... +def memusage(processName=..., instance=...): ... +def jiffies(_proc_pid_stat=..., _load_time=...): ... +def build_err_msg( + arrays, + err_msg, + header=..., + verbose=..., + names=..., + precision=..., +): ... +def assert_equal(actual, desired, err_msg=..., verbose=...): ... +def print_assert_equal(test_string, actual, desired): ... +def assert_almost_equal( + actual, + desired, + decimal=..., + err_msg=..., + verbose=..., +): ... +def assert_approx_equal( + actual, + desired, + significant=..., + err_msg=..., + verbose=..., +): ... +def assert_array_compare( + comparison, + x, + y, + err_msg=..., + verbose=..., + header=..., + precision=..., + equal_nan=..., + equal_inf=..., +): ... +def assert_array_equal(x, y, err_msg=..., verbose=...): ... +def assert_array_almost_equal(x, y, decimal=..., err_msg=..., verbose=...): ... +def assert_array_less(x, y, err_msg=..., verbose=...): ... +def runstring(astr, dict): ... +def assert_string_equal(actual, desired): ... +def rundocs(filename=..., raise_on_error=...): ... +def raises(*args): ... +def assert_raises(*args, **kwargs): ... +def assert_raises_regex(exception_class, expected_regexp, *args, **kwargs): ... +def decorate_methods(cls, decorator, testmatch=...): ... +def measure(code_str, times=..., label=...): ... +def assert_allclose( + actual, + desired, + rtol=..., + atol=..., + equal_nan=..., + err_msg=..., + verbose=..., +): ... +def assert_array_almost_equal_nulp(x, y, nulp=...): ... +def assert_array_max_ulp(a, b, maxulp=..., dtype=...): ... +def assert_warns(warning_class, *args, **kwargs): ... +def assert_no_warnings(*args, **kwargs): ... +def tempdir(*args, **kwargs): ... +def temppath(*args, **kwargs): ... +def assert_no_gc_cycles(*args, **kwargs): ... +def break_cycles(): ... +def _assert_valid_refcount(op): ... +def _gen_alignment_data(dtype=..., type=..., max_size=...): ... diff --git a/EXE version/main/numpy/typing/_ufunc.pyi b/EXE version/main/numpy/typing/_ufunc.pyi new file mode 100644 index 00000000..b3b9fa95 --- /dev/null +++ b/EXE version/main/numpy/typing/_ufunc.pyi @@ -0,0 +1,405 @@ +"""A module with private type-check-only `numpy.ufunc` subclasses. + +The signatures of the ufuncs are too varied to reasonably type +with a single class. So instead, `ufunc` has been expanded into +four private subclasses, one for each combination of +`~ufunc.nin` and `~ufunc.nout`. + +""" + +from typing import ( + Any, + Generic, + List, + Optional, + overload, + Tuple, + TypeVar, + Union, +) + +from numpy import ufunc, _Casting, _OrderKACF +from numpy.typing import NDArray + +from ._shape import _ShapeLike +from ._scalars import _ScalarLike_co +from ._array_like import ArrayLike, _ArrayLikeBool_co, _ArrayLikeInt_co +from ._dtype_like import DTypeLike + +from typing_extensions import Literal, SupportsIndex + +_T = TypeVar("_T") +_2Tuple = Tuple[_T, _T] +_3Tuple = Tuple[_T, _T, _T] +_4Tuple = Tuple[_T, _T, _T, _T] + +_NTypes = TypeVar("_NTypes", bound=int) +_IDType = TypeVar("_IDType", bound=Any) +_NameType = TypeVar("_NameType", bound=str) + +# NOTE: In reality `extobj` should be a length of list 3 containing an +# int, an int, and a callable, but there's no way to properly express +# non-homogenous lists. +# Use `Any` over `Union` to avoid issues related to lists invariance. + +# NOTE: `reduce`, `accumulate`, `reduceat` and `outer` raise a ValueError for +# ufuncs that don't accept two input arguments and return one output argument. +# In such cases the respective methods are simply typed as `None`. + +# NOTE: Similarly, `at` won't be defined for ufuncs that return +# multiple outputs; in such cases `at` is typed as `None` + +# NOTE: If 2 output types are returned then `out` must be a +# 2-tuple of arrays. Otherwise `None` or a plain array are also acceptable + +class _UFunc_Nin1_Nout1(ufunc, Generic[_NameType, _NTypes, _IDType]): + @property + def __name__(self) -> _NameType: ... + @property + def ntypes(self) -> _NTypes: ... + @property + def identity(self) -> _IDType: ... + @property + def nin(self) -> Literal[1]: ... + @property + def nout(self) -> Literal[1]: ... + @property + def nargs(self) -> Literal[2]: ... + @property + def signature(self) -> None: ... + @property + def reduce(self) -> None: ... + @property + def accumulate(self) -> None: ... + @property + def reduceat(self) -> None: ... + @property + def outer(self) -> None: ... + + @overload + def __call__( + self, + __x1: _ScalarLike_co, + out: None = ..., + *, + where: Optional[_ArrayLikeBool_co] = ..., + casting: _Casting = ..., + order: _OrderKACF = ..., + dtype: DTypeLike = ..., + subok: bool = ..., + signature: Union[str, _2Tuple[Optional[str]]] = ..., + extobj: List[Any] = ..., + ) -> Any: ... + @overload + def __call__( + self, + __x1: ArrayLike, + out: Union[None, NDArray[Any], Tuple[NDArray[Any]]] = ..., + *, + where: Optional[_ArrayLikeBool_co] = ..., + casting: _Casting = ..., + order: _OrderKACF = ..., + dtype: DTypeLike = ..., + subok: bool = ..., + signature: Union[str, _2Tuple[Optional[str]]] = ..., + extobj: List[Any] = ..., + ) -> NDArray[Any]: ... + + def at( + self, + __a: NDArray[Any], + __indices: _ArrayLikeInt_co, + ) -> None: ... + +class _UFunc_Nin2_Nout1(ufunc, Generic[_NameType, _NTypes, _IDType]): + @property + def __name__(self) -> _NameType: ... + @property + def ntypes(self) -> _NTypes: ... + @property + def identity(self) -> _IDType: ... + @property + def nin(self) -> Literal[2]: ... + @property + def nout(self) -> Literal[1]: ... + @property + def nargs(self) -> Literal[3]: ... + @property + def signature(self) -> None: ... + + @overload + def __call__( + self, + __x1: _ScalarLike_co, + __x2: _ScalarLike_co, + out: None = ..., + *, + where: Optional[_ArrayLikeBool_co] = ..., + casting: _Casting = ..., + order: _OrderKACF = ..., + dtype: DTypeLike = ..., + subok: bool = ..., + signature: Union[str, _3Tuple[Optional[str]]] = ..., + extobj: List[Any] = ..., + ) -> Any: ... + @overload + def __call__( + self, + __x1: ArrayLike, + __x2: ArrayLike, + out: Union[None, NDArray[Any], Tuple[NDArray[Any]]] = ..., + *, + where: Optional[_ArrayLikeBool_co] = ..., + casting: _Casting = ..., + order: _OrderKACF = ..., + dtype: DTypeLike = ..., + subok: bool = ..., + signature: Union[str, _3Tuple[Optional[str]]] = ..., + extobj: List[Any] = ..., + ) -> NDArray[Any]: ... + + def at( + self, + __a: NDArray[Any], + __indices: _ArrayLikeInt_co, + __b: ArrayLike, + ) -> None: ... + + def reduce( + self, + array: ArrayLike, + axis: Optional[_ShapeLike] = ..., + dtype: DTypeLike = ..., + out: Optional[NDArray[Any]] = ..., + keepdims: bool = ..., + initial: Any = ..., + where: _ArrayLikeBool_co = ..., + ) -> Any: ... + + def accumulate( + self, + array: ArrayLike, + axis: SupportsIndex = ..., + dtype: DTypeLike = ..., + out: Optional[NDArray[Any]] = ..., + ) -> NDArray[Any]: ... + + def reduceat( + self, + array: ArrayLike, + indices: _ArrayLikeInt_co, + axis: SupportsIndex = ..., + dtype: DTypeLike = ..., + out: Optional[NDArray[Any]] = ..., + ) -> NDArray[Any]: ... + + # Expand `**kwargs` into explicit keyword-only arguments + @overload + def outer( + self, + __A: _ScalarLike_co, + __B: _ScalarLike_co, + *, + out: None = ..., + where: Optional[_ArrayLikeBool_co] = ..., + casting: _Casting = ..., + order: _OrderKACF = ..., + dtype: DTypeLike = ..., + subok: bool = ..., + signature: Union[str, _3Tuple[Optional[str]]] = ..., + extobj: List[Any] = ..., + ) -> Any: ... + @overload + def outer( # type: ignore[misc] + self, + __A: ArrayLike, + __B: ArrayLike, + *, + out: Union[None, NDArray[Any], Tuple[NDArray[Any]]] = ..., + where: Optional[_ArrayLikeBool_co] = ..., + casting: _Casting = ..., + order: _OrderKACF = ..., + dtype: DTypeLike = ..., + subok: bool = ..., + signature: Union[str, _3Tuple[Optional[str]]] = ..., + extobj: List[Any] = ..., + ) -> NDArray[Any]: ... + +class _UFunc_Nin1_Nout2(ufunc, Generic[_NameType, _NTypes, _IDType]): + @property + def __name__(self) -> _NameType: ... + @property + def ntypes(self) -> _NTypes: ... + @property + def identity(self) -> _IDType: ... + @property + def nin(self) -> Literal[1]: ... + @property + def nout(self) -> Literal[2]: ... + @property + def nargs(self) -> Literal[3]: ... + @property + def signature(self) -> None: ... + @property + def at(self) -> None: ... + @property + def reduce(self) -> None: ... + @property + def accumulate(self) -> None: ... + @property + def reduceat(self) -> None: ... + @property + def outer(self) -> None: ... + + @overload + def __call__( + self, + __x1: _ScalarLike_co, + __out1: None = ..., + __out2: None = ..., + *, + where: Optional[_ArrayLikeBool_co] = ..., + casting: _Casting = ..., + order: _OrderKACF = ..., + dtype: DTypeLike = ..., + subok: bool = ..., + signature: Union[str, _3Tuple[Optional[str]]] = ..., + extobj: List[Any] = ..., + ) -> _2Tuple[Any]: ... + @overload + def __call__( + self, + __x1: ArrayLike, + __out1: Optional[NDArray[Any]] = ..., + __out2: Optional[NDArray[Any]] = ..., + *, + out: _2Tuple[NDArray[Any]] = ..., + where: Optional[_ArrayLikeBool_co] = ..., + casting: _Casting = ..., + order: _OrderKACF = ..., + dtype: DTypeLike = ..., + subok: bool = ..., + signature: Union[str, _3Tuple[Optional[str]]] = ..., + extobj: List[Any] = ..., + ) -> _2Tuple[NDArray[Any]]: ... + +class _UFunc_Nin2_Nout2(ufunc, Generic[_NameType, _NTypes, _IDType]): + @property + def __name__(self) -> _NameType: ... + @property + def ntypes(self) -> _NTypes: ... + @property + def identity(self) -> _IDType: ... + @property + def nin(self) -> Literal[2]: ... + @property + def nout(self) -> Literal[2]: ... + @property + def nargs(self) -> Literal[4]: ... + @property + def signature(self) -> None: ... + @property + def at(self) -> None: ... + @property + def reduce(self) -> None: ... + @property + def accumulate(self) -> None: ... + @property + def reduceat(self) -> None: ... + @property + def outer(self) -> None: ... + + @overload + def __call__( + self, + __x1: _ScalarLike_co, + __x2: _ScalarLike_co, + __out1: None = ..., + __out2: None = ..., + *, + where: Optional[_ArrayLikeBool_co] = ..., + casting: _Casting = ..., + order: _OrderKACF = ..., + dtype: DTypeLike = ..., + subok: bool = ..., + signature: Union[str, _4Tuple[Optional[str]]] = ..., + extobj: List[Any] = ..., + ) -> _2Tuple[Any]: ... + @overload + def __call__( + self, + __x1: ArrayLike, + __x2: ArrayLike, + __out1: Optional[NDArray[Any]] = ..., + __out2: Optional[NDArray[Any]] = ..., + *, + out: _2Tuple[NDArray[Any]] = ..., + where: Optional[_ArrayLikeBool_co] = ..., + casting: _Casting = ..., + order: _OrderKACF = ..., + dtype: DTypeLike = ..., + subok: bool = ..., + signature: Union[str, _4Tuple[Optional[str]]] = ..., + extobj: List[Any] = ..., + ) -> _2Tuple[NDArray[Any]]: ... + +class _GUFunc_Nin2_Nout1(ufunc, Generic[_NameType, _NTypes, _IDType]): + @property + def __name__(self) -> _NameType: ... + @property + def ntypes(self) -> _NTypes: ... + @property + def identity(self) -> _IDType: ... + @property + def nin(self) -> Literal[2]: ... + @property + def nout(self) -> Literal[1]: ... + @property + def nargs(self) -> Literal[3]: ... + + # NOTE: In practice the only gufunc in the main name is `matmul`, + # so we can use its signature here + @property + def signature(self) -> Literal["(n?,k),(k,m?)->(n?,m?)"]: ... + @property + def reduce(self) -> None: ... + @property + def accumulate(self) -> None: ... + @property + def reduceat(self) -> None: ... + @property + def outer(self) -> None: ... + @property + def at(self) -> None: ... + + # Scalar for 1D array-likes; ndarray otherwise + @overload + def __call__( + self, + __x1: ArrayLike, + __x2: ArrayLike, + out: None = ..., + *, + casting: _Casting = ..., + order: _OrderKACF = ..., + dtype: DTypeLike = ..., + subok: bool = ..., + signature: Union[str, _3Tuple[Optional[str]]] = ..., + extobj: List[Any] = ..., + axes: List[_2Tuple[SupportsIndex]] = ..., + ) -> Any: ... + @overload + def __call__( + self, + __x1: ArrayLike, + __x2: ArrayLike, + out: Union[NDArray[Any], Tuple[NDArray[Any]]], + *, + casting: _Casting = ..., + order: _OrderKACF = ..., + dtype: DTypeLike = ..., + subok: bool = ..., + signature: Union[str, _3Tuple[Optional[str]]] = ..., + extobj: List[Any] = ..., + axes: List[_2Tuple[SupportsIndex]] = ..., + ) -> NDArray[Any]: ... diff --git a/EXE version/main/numpy/typing/tests/data/mypy.ini b/EXE version/main/numpy/typing/tests/data/mypy.ini new file mode 100644 index 00000000..548f7626 --- /dev/null +++ b/EXE version/main/numpy/typing/tests/data/mypy.ini @@ -0,0 +1,9 @@ +[mypy] +plugins = numpy.typing.mypy_plugin +show_absolute_path = True + +[mypy-numpy] +ignore_errors = True + +[mypy-numpy.*] +ignore_errors = True diff --git a/EXE version/main/palette.h b/EXE version/main/palette.h new file mode 100644 index 00000000..1ae4cf6d --- /dev/null +++ b/EXE version/main/palette.h @@ -0,0 +1,123 @@ +/* + pygame - Python Game Library + Copyright (C) 2000-2001 Pete Shinners + + This library is free software; you can redistribute it and/or + modify it under the terms of the GNU Library General Public + License as published by the Free Software Foundation; either + version 2 of the License, or (at your option) any later version. + + This library is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU + Library General Public License for more details. + + You should have received a copy of the GNU Library General Public + License along with this library; if not, write to the Free + Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA + + Pete Shinners + pete@shinners.org +*/ + +#ifndef PALETTE_H +#define PALETTE_H + +#include + +/* SDL 2 does not assign a default palette color scheme to a new 8 bit + * surface. Instead, the palette is set all white. This defines the SDL 1.2 + * default palette. + */ +static const SDL_Color default_palette_colors[] = { + {0, 0, 0, 255}, {0, 0, 85, 255}, {0, 0, 170, 255}, + {0, 0, 255, 255}, {0, 36, 0, 255}, {0, 36, 85, 255}, + {0, 36, 170, 255}, {0, 36, 255, 255}, {0, 73, 0, 255}, + {0, 73, 85, 255}, {0, 73, 170, 255}, {0, 73, 255, 255}, + {0, 109, 0, 255}, {0, 109, 85, 255}, {0, 109, 170, 255}, + {0, 109, 255, 255}, {0, 146, 0, 255}, {0, 146, 85, 255}, + {0, 146, 170, 255}, {0, 146, 255, 255}, {0, 182, 0, 255}, + {0, 182, 85, 255}, {0, 182, 170, 255}, {0, 182, 255, 255}, + {0, 219, 0, 255}, {0, 219, 85, 255}, {0, 219, 170, 255}, + {0, 219, 255, 255}, {0, 255, 0, 255}, {0, 255, 85, 255}, + {0, 255, 170, 255}, {0, 255, 255, 255}, {85, 0, 0, 255}, + {85, 0, 85, 255}, {85, 0, 170, 255}, {85, 0, 255, 255}, + {85, 36, 0, 255}, {85, 36, 85, 255}, {85, 36, 170, 255}, + {85, 36, 255, 255}, {85, 73, 0, 255}, {85, 73, 85, 255}, + {85, 73, 170, 255}, {85, 73, 255, 255}, {85, 109, 0, 255}, + {85, 109, 85, 255}, {85, 109, 170, 255}, {85, 109, 255, 255}, + {85, 146, 0, 255}, {85, 146, 85, 255}, {85, 146, 170, 255}, + {85, 146, 255, 255}, {85, 182, 0, 255}, {85, 182, 85, 255}, + {85, 182, 170, 255}, {85, 182, 255, 255}, {85, 219, 0, 255}, + {85, 219, 85, 255}, {85, 219, 170, 255}, {85, 219, 255, 255}, + {85, 255, 0, 255}, {85, 255, 85, 255}, {85, 255, 170, 255}, + {85, 255, 255, 255}, {170, 0, 0, 255}, {170, 0, 85, 255}, + {170, 0, 170, 255}, {170, 0, 255, 255}, {170, 36, 0, 255}, + {170, 36, 85, 255}, {170, 36, 170, 255}, {170, 36, 255, 255}, + {170, 73, 0, 255}, {170, 73, 85, 255}, {170, 73, 170, 255}, + {170, 73, 255, 255}, {170, 109, 0, 255}, {170, 109, 85, 255}, + {170, 109, 170, 255}, {170, 109, 255, 255}, {170, 146, 0, 255}, + {170, 146, 85, 255}, {170, 146, 170, 255}, {170, 146, 255, 255}, + {170, 182, 0, 255}, {170, 182, 85, 255}, {170, 182, 170, 255}, + {170, 182, 255, 255}, {170, 219, 0, 255}, {170, 219, 85, 255}, + {170, 219, 170, 255}, {170, 219, 255, 255}, {170, 255, 0, 255}, + {170, 255, 85, 255}, {170, 255, 170, 255}, {170, 255, 255, 255}, + {255, 0, 0, 255}, {255, 0, 85, 255}, {255, 0, 170, 255}, + {255, 0, 255, 255}, {255, 36, 0, 255}, {255, 36, 85, 255}, + {255, 36, 170, 255}, {255, 36, 255, 255}, {255, 73, 0, 255}, + {255, 73, 85, 255}, {255, 73, 170, 255}, {255, 73, 255, 255}, + {255, 109, 0, 255}, {255, 109, 85, 255}, {255, 109, 170, 255}, + {255, 109, 255, 255}, {255, 146, 0, 255}, {255, 146, 85, 255}, + {255, 146, 170, 255}, {255, 146, 255, 255}, {255, 182, 0, 255}, + {255, 182, 85, 255}, {255, 182, 170, 255}, {255, 182, 255, 255}, + {255, 219, 0, 255}, {255, 219, 85, 255}, {255, 219, 170, 255}, + {255, 219, 255, 255}, {255, 255, 0, 255}, {255, 255, 85, 255}, + {255, 255, 170, 255}, {255, 255, 255, 255}, {0, 0, 0, 255}, + {0, 0, 85, 255}, {0, 0, 170, 255}, {0, 0, 255, 255}, + {0, 36, 0, 255}, {0, 36, 85, 255}, {0, 36, 170, 255}, + {0, 36, 255, 255}, {0, 73, 0, 255}, {0, 73, 85, 255}, + {0, 73, 170, 255}, {0, 73, 255, 255}, {0, 109, 0, 255}, + {0, 109, 85, 255}, {0, 109, 170, 255}, {0, 109, 255, 255}, + {0, 146, 0, 255}, {0, 146, 85, 255}, {0, 146, 170, 255}, + {0, 146, 255, 255}, {0, 182, 0, 255}, {0, 182, 85, 255}, + {0, 182, 170, 255}, {0, 182, 255, 255}, {0, 219, 0, 255}, + {0, 219, 85, 255}, {0, 219, 170, 255}, {0, 219, 255, 255}, + {0, 255, 0, 255}, {0, 255, 85, 255}, {0, 255, 170, 255}, + {0, 255, 255, 255}, {85, 0, 0, 255}, {85, 0, 85, 255}, + {85, 0, 170, 255}, {85, 0, 255, 255}, {85, 36, 0, 255}, + {85, 36, 85, 255}, {85, 36, 170, 255}, {85, 36, 255, 255}, + {85, 73, 0, 255}, {85, 73, 85, 255}, {85, 73, 170, 255}, + {85, 73, 255, 255}, {85, 109, 0, 255}, {85, 109, 85, 255}, + {85, 109, 170, 255}, {85, 109, 255, 255}, {85, 146, 0, 255}, + {85, 146, 85, 255}, {85, 146, 170, 255}, {85, 146, 255, 255}, + {85, 182, 0, 255}, {85, 182, 85, 255}, {85, 182, 170, 255}, + {85, 182, 255, 255}, {85, 219, 0, 255}, {85, 219, 85, 255}, + {85, 219, 170, 255}, {85, 219, 255, 255}, {85, 255, 0, 255}, + {85, 255, 85, 255}, {85, 255, 170, 255}, {85, 255, 255, 255}, + {170, 0, 0, 255}, {170, 0, 85, 255}, {170, 0, 170, 255}, + {170, 0, 255, 255}, {170, 36, 0, 255}, {170, 36, 85, 255}, + {170, 36, 170, 255}, {170, 36, 255, 255}, {170, 73, 0, 255}, + {170, 73, 85, 255}, {170, 73, 170, 255}, {170, 73, 255, 255}, + {170, 109, 0, 255}, {170, 109, 85, 255}, {170, 109, 170, 255}, + {170, 109, 255, 255}, {170, 146, 0, 255}, {170, 146, 85, 255}, + {170, 146, 170, 255}, {170, 146, 255, 255}, {170, 182, 0, 255}, + {170, 182, 85, 255}, {170, 182, 170, 255}, {170, 182, 255, 255}, + {170, 219, 0, 255}, {170, 219, 85, 255}, {170, 219, 170, 255}, + {170, 219, 255, 255}, {170, 255, 0, 255}, {170, 255, 85, 255}, + {170, 255, 170, 255}, {170, 255, 255, 255}, {255, 0, 0, 255}, + {255, 0, 85, 255}, {255, 0, 170, 255}, {255, 0, 255, 255}, + {255, 36, 0, 255}, {255, 36, 85, 255}, {255, 36, 170, 255}, + {255, 36, 255, 255}, {255, 73, 0, 255}, {255, 73, 85, 255}, + {255, 73, 170, 255}, {255, 73, 255, 255}, {255, 109, 0, 255}, + {255, 109, 85, 255}, {255, 109, 170, 255}, {255, 109, 255, 255}, + {255, 146, 0, 255}, {255, 146, 85, 255}, {255, 146, 170, 255}, + {255, 146, 255, 255}, {255, 182, 0, 255}, {255, 182, 85, 255}, + {255, 182, 170, 255}, {255, 182, 255, 255}, {255, 219, 0, 255}, + {255, 219, 85, 255}, {255, 219, 170, 255}, {255, 219, 255, 255}, + {255, 255, 0, 255}, {255, 255, 85, 255}, {255, 255, 170, 255}, + {255, 255, 255, 255}}; + +static const int default_palette_size = + (int)(sizeof(default_palette_colors) / sizeof(SDL_Color)); + +#endif diff --git a/EXE version/main/pgarrinter.h b/EXE version/main/pgarrinter.h new file mode 100644 index 00000000..5ba096be --- /dev/null +++ b/EXE version/main/pgarrinter.h @@ -0,0 +1,26 @@ +/* array structure interface version 3 declarations */ + +#if !defined(PG_ARRAYINTER_HEADER) +#define PG_ARRAYINTER_HEADER + +static const int PAI_CONTIGUOUS = 0x01; +static const int PAI_FORTRAN = 0x02; +static const int PAI_ALIGNED = 0x100; +static const int PAI_NOTSWAPPED = 0x200; +static const int PAI_WRITEABLE = 0x400; +static const int PAI_ARR_HAS_DESCR = 0x800; + +typedef struct { + int two; /* contains the integer 2 -- simple sanity check */ + int nd; /* number of dimensions */ + char typekind; /* kind in array -- character code of typestr */ + int itemsize; /* size of each element */ + int flags; /* flags indicating how the data should be */ + /* interpreted */ + Py_intptr_t *shape; /* A length-nd array of shape information */ + Py_intptr_t *strides; /* A length-nd array of stride information */ + void *data; /* A pointer to the first element of the array */ + PyObject *descr; /* NULL or a data-description */ +} PyArrayInterface; + +#endif diff --git a/EXE version/main/pgbufferproxy.h b/EXE version/main/pgbufferproxy.h new file mode 100644 index 00000000..15076086 --- /dev/null +++ b/EXE version/main/pgbufferproxy.h @@ -0,0 +1,7 @@ +#ifndef PG_BUFPROXY_INTERNAL_H +#define PG_BUFPROXY_INTERNAL_H + +#include "include/pygame_bufferproxy.h" +#define PYGAMEAPI_BUFPROXY_NUMSLOTS 4 + +#endif /* ~PG_BUFPROXY_INTERNAL_H */ diff --git a/EXE version/main/pgcompat.h b/EXE version/main/pgcompat.h new file mode 100644 index 00000000..74139b96 --- /dev/null +++ b/EXE version/main/pgcompat.h @@ -0,0 +1,207 @@ +/* Python 2.x/3.x compatibility tools (internal) + */ +#ifndef PGCOMPAT_INTERNAL_H +#define PGCOMPAT_INTERNAL_H + +#include "include/pgcompat.h" + +#if PY_MAJOR_VERSION >= 3 + +#define PY3 1 + +/* Define some aliases for the removed PyInt_* functions */ +#define PyInt_Check(op) PyLong_Check(op) +#define PyInt_FromString PyLong_FromString +#define PyInt_FromLong PyLong_FromLong +#define PyInt_FromSize_t PyLong_FromSize_t +#define PyInt_FromSsize_t PyLong_FromSsize_t +#define PyInt_AsLong PyLong_AsLong +#define PyInt_AsSsize_t PyLong_AsSsize_t +#define PyInt_AsUnsignedLongMask PyLong_AsUnsignedLongMask +#define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask +#define PyInt_AS_LONG PyLong_AS_LONG +#define PyNumber_Int PyNumber_Long +/* Int and Long are identical in Py3 so only check one */ +#define INT_CHECK(op) PyLong_Check(op) + +/* Weakrefs flags changed in 3.x */ +#define Py_TPFLAGS_HAVE_WEAKREFS 0 + +/* Module init function returns new module instance. */ +#define MODINIT_RETURN(x) return x +#define MODINIT_DEFINE(mod_name) PyMODINIT_FUNC PyInit_##mod_name (void) +#define DECREF_MOD(mod) Py_DECREF (mod) + +/* Text interface. Use unicode strings. */ +#define Text_Type PyUnicode_Type +#define Text_Check PyUnicode_Check + +#ifndef PYPY_VERSION +#define Text_FromLocale(s) PyUnicode_DecodeLocale((s), "strict") +#else /* PYPY_VERSION */ +/* workaround: missing function for pypy */ +#define Text_FromLocale PyUnicode_FromString +#endif /* PYPY_VERSION */ + +#define Text_FromUTF8 PyUnicode_FromString +#define Text_FromUTF8AndSize PyUnicode_FromStringAndSize +#define Text_FromFormat PyUnicode_FromFormat +#define Text_GetSize PyUnicode_GetSize +#define Text_GET_SIZE PyUnicode_GET_SIZE + +/* Binary interface. Use bytes. */ +#define Bytes_Type PyBytes_Type +#define Bytes_Check PyBytes_Check +#define Bytes_Size PyBytes_Size +#define Bytes_AsString PyBytes_AsString +#define Bytes_AsStringAndSize PyBytes_AsStringAndSize +#define Bytes_FromStringAndSize PyBytes_FromStringAndSize +#define Bytes_FromFormat PyBytes_FromFormat +#define Bytes_AS_STRING PyBytes_AS_STRING +#define Bytes_GET_SIZE PyBytes_GET_SIZE +#define Bytes_AsDecodeObject PyBytes_AsDecodedObject + +#define Object_Unicode PyObject_Str + +#define IsTextObj(x) (PyUnicode_Check(x) || PyBytes_Check(x)) + +/* Renamed builtins */ +#define BUILTINS_MODULE "builtins" +#define BUILTINS_UNICODE "str" +#define BUILTINS_UNICHR "chr" + +/* Defaults for unicode file path encoding */ +#define UNICODE_DEF_FS_CODEC Py_FileSystemDefaultEncoding +#if defined(MS_WIN32) +#define UNICODE_DEF_FS_ERROR "replace" +#else +#define UNICODE_DEF_FS_ERROR "surrogateescape" +#endif + +#else /* #if PY_MAJOR_VERSION >= 3 */ + +#define PY3 0 + +/* Check both Int and Long in PY2 */ +#define INT_CHECK(op) (PyInt_Check(op) || PyLong_Check(op)) + +/* Module init function returns nothing. */ +#define MODINIT_RETURN(x) return +#define MODINIT_DEFINE(mod_name) PyMODINIT_FUNC init##mod_name (void) +#define DECREF_MOD(mod) + +/* Text interface. Use ascii strings. */ +#define Text_Type PyString_Type +#define Text_Check PyString_Check +#define Text_FromLocale PyString_FromString +#define Text_FromUTF8 PyString_FromString +#define Text_FromUTF8AndSize PyString_FromStringAndSize +#define Text_FromFormat PyString_FromFormat +#define Text_GetSize PyString_GetSize +#define Text_GET_SIZE PyString_GET_SIZE + +/* Binary interface. Use ascii strings. */ +#define Bytes_Type PyString_Type +#define Bytes_Check PyString_Check +#define Bytes_Size PyString_Size +#define Bytes_AsString PyString_AsString +#define Bytes_AsStringAndSize PyString_AsStringAndSize +#define Bytes_FromStringAndSize PyString_FromStringAndSize +#define Bytes_FromFormat PyString_FromFormat +#define Bytes_AS_STRING PyString_AS_STRING +#define Bytes_GET_SIZE PyString_GET_SIZE +#define Bytes_AsDecodedObject PyString_AsDecodedObject + +#define Object_Unicode PyObject_Unicode + +/* Renamed builtins */ +#define BUILTINS_MODULE "__builtin__" +#define BUILTINS_UNICODE "unicode" +#define BUILTINS_UNICHR "unichr" + +/* Defaults for unicode file path encoding */ +#define UNICODE_DEF_FS_CODEC Py_FileSystemDefaultEncoding +#define UNICODE_DEF_FS_ERROR "strict" + +#endif /* #if PY_MAJOR_VERSION >= 3 */ + +#define PY2 (!PY3) + +#define MODINIT_ERROR MODINIT_RETURN (NULL) + +/* Module state. These macros are used to define per-module macros. + * v - global state variable (Python 2.x) + * s - global state structure (Python 3.x) + */ +#define PY2_GETSTATE(v) (&(v)) +#define PY3_GETSTATE(s, m) ((struct s *) PyModule_GetState (m)) + +/* Pep 3123: Making PyObject_HEAD conform to standard C */ +#if !defined(Py_TYPE) +#define Py_TYPE(o) (((PyObject *)(o))->ob_type) +#define Py_REFCNT(o) (((PyObject *)(o))->ob_refcnt) +#define Py_SIZE(o) (((PyVarObject *)(o))->ob_size) +#endif + +/* Encode a unicode file path */ +#define Unicode_AsEncodedPath(u) \ + PyUnicode_AsEncodedString ((u), UNICODE_DEF_FS_CODEC, UNICODE_DEF_FS_ERROR) + +#define RELATIVE_MODULE(m) ("." m) + +#define HAVE_OLD_BUFPROTO PY2 + +#if !defined(PG_ENABLE_OLDBUF) /* allow for command line override */ +#if HAVE_OLD_BUFPROTO +#define PG_ENABLE_OLDBUF 1 +#else +#define PG_ENABLE_OLDBUF 0 +#endif +#endif + +#ifndef Py_TPFLAGS_HAVE_NEWBUFFER +#define Py_TPFLAGS_HAVE_NEWBUFFER 0 +#endif + +#ifndef Py_TPFLAGS_HAVE_CLASS +#define Py_TPFLAGS_HAVE_CLASS 0 +#endif + +#ifndef Py_TPFLAGS_CHECKTYPES +#define Py_TPFLAGS_CHECKTYPES 0 +#endif + +#if PY_VERSION_HEX >= 0x03020000 +#define Slice_GET_INDICES_EX(slice, length, start, stop, step, slicelength) \ + PySlice_GetIndicesEx(slice, length, start, stop, step, slicelength) +#else +#define Slice_GET_INDICES_EX(slice, length, start, stop, step, slicelength) \ + PySlice_GetIndicesEx((PySliceObject *)(slice), length, \ + start, stop, step, slicelength) +#endif + +#if defined(SDL_VERSION_ATLEAST) +#if (SDL_VERSION_ATLEAST(2, 0, 0)) && !(SDL_VERSION_ATLEAST(2, 0, 5)) +/* These functions require SDL 2.0.5 or greater. + + https://wiki.libsdl.org/SDL_SetWindowResizable +*/ +void SDL_SetWindowResizable(SDL_Window *window, SDL_bool resizable); +int SDL_GetWindowOpacity(SDL_Window *window, float *opacity); +int SDL_SetWindowOpacity(SDL_Window *window, float opacity); +int SDL_SetWindowModalFor(SDL_Window *modal_window, SDL_Window *parent_window); +int SDL_SetWindowInputFocus(SDL_Window *window); +SDL_Surface * SDL_CreateRGBSurfaceWithFormat(Uint32 flags, int width, int height, int depth, + Uint32 format); +#endif +#endif /* defined(SDL_VERSION_ATLEAST) */ + +// Currently needed to build scrap.c, event.c, display.c +// with Windows SDK 10.0.18362.0 and SDL1 build +#ifdef _MSC_VER + #ifndef WINDOWS_IGNORE_PACKING_MISMATCH + #define WINDOWS_IGNORE_PACKING_MISMATCH + #endif +#endif + +#endif /* ~PGCOMPAT_INTERNAL_H */ diff --git a/EXE version/main/pgimport.h b/EXE version/main/pgimport.h new file mode 100644 index 00000000..34654c9e --- /dev/null +++ b/EXE version/main/pgimport.h @@ -0,0 +1,13 @@ +#ifndef PGIMPORT_INTERNAL_H +#define PGIMPORT_INTERNAL_H + +#include "include/pgimport.h" + +#if PG_HAVE_CAPSULE +#define encapsulate_api(ptr, module) \ + PyCapsule_New(ptr, PG_CAPSULE_NAME(module), NULL) +#else /* ~PG_HAVE_CAPSULE */ +#define encapsulate_api(ptr, module) PyCObject_FromVoidPtr(ptr, NULL) +#endif /* ~PG_HAVE_CAPSULE */ + +#endif /* PGIMPORT_INTERNAL_H */ diff --git a/EXE version/main/pgopengl.h b/EXE version/main/pgopengl.h new file mode 100644 index 00000000..6440f324 --- /dev/null +++ b/EXE version/main/pgopengl.h @@ -0,0 +1,18 @@ +#if !defined(PGOPENGL_H) +#define PGOPENGL_H + +/** This header includes definitions of Opengl functions as pointer types for + ** use with the SDL function SDL_GL_GetProcAddress. + **/ + +#if defined(_WIN32) +#define GL_APIENTRY __stdcall +#else +#define GL_APIENTRY +#endif + +typedef void (GL_APIENTRY *GL_glReadPixels_Func)(int, int, int, int, unsigned int, unsigned int, void*); + +typedef void (GL_APIENTRY *GL_glViewport_Func)(int, int, unsigned int, unsigned int); +#endif + diff --git a/EXE version/main/pgplatform.h b/EXE version/main/pgplatform.h new file mode 100644 index 00000000..2d5ed868 --- /dev/null +++ b/EXE version/main/pgplatform.h @@ -0,0 +1,38 @@ +/* platform/compiler adjustments (internal) */ +#ifndef PG_PLATFORM_INTERNAL_H +#define PG_PLATFORM_INTERNAL_H + +/* This must be before all else */ +#if defined(__SYMBIAN32__) && defined(OPENC) +#include +#if defined(__WINS__) +void * +_alloca(size_t size); +#define alloca _alloca +#endif /* __WINS__ */ +#endif /* defined(__SYMBIAN32__) && defined(OPENC) */ + +#include "include/pgplatform.h" + +#ifndef MIN +#define MIN(a, b) ((a) < (b) ? (a) : (b)) +#endif +#ifndef MAX +#define MAX(a, b) ((a) > (b) ? (a) : (b)) +#endif +#ifndef ABS +#define ABS(a) (((a) < 0) ? -(a) : (a)) +#endif + +#if defined(macintosh) && defined(__MWERKS__) || defined(__SYMBIAN32__) +#define PYGAME_EXPORT __declspec(export) +#else +#define PYGAME_EXPORT +#endif + +/* warnings */ +#define PG_STRINGIZE_HELPER(x) #x +#define PG_STRINGIZE(x) PG_STRINGIZE_HELPER(x) +#define PG_WARN(desc) message(__FILE__ "(" PG_STRINGIZE(__LINE__) "): WARNING: " #desc) + +#endif /* ~PG_PLATFORM_INTERNAL_H */ diff --git a/EXE version/main/portmidi.dll b/EXE version/main/portmidi.dll new file mode 100644 index 00000000..cc4361c3 Binary files /dev/null and b/EXE version/main/portmidi.dll differ diff --git a/EXE version/main/pyexpat.pyd b/EXE version/main/pyexpat.pyd new file mode 100644 index 00000000..5b9f301f Binary files /dev/null and b/EXE version/main/pyexpat.pyd differ diff --git a/EXE version/main/pygame.h b/EXE version/main/pygame.h new file mode 100644 index 00000000..d7eaf739 --- /dev/null +++ b/EXE version/main/pygame.h @@ -0,0 +1,32 @@ +/* + pygame - Python Game Library + Copyright (C) 2000-2001 Pete Shinners + + This library is free software; you can redistribute it and/or + modify it under the terms of the GNU Library General Public + License as published by the Free Software Foundation; either + version 2 of the License, or (at your option) any later version. + + This library is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU + Library General Public License for more details. + + You should have received a copy of the GNU Library General Public + License along with this library; if not, write to the Free + Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA + + Pete Shinners + pete@shinners.org +*/ + +/* This will use PYGAMEAPI_DEFINE_SLOTS instead + * of PYGAMEAPI_EXTERN_SLOTS for base modules. + */ +#ifndef PYGAME_INTERNAL_H +#define PYGAME_INTERNAL_H + +#define PYGAME_H +#include "_pygame.h" + +#endif /* ~PYGAME_INTERNAL_H */ diff --git a/EXE version/main/pygame/SDL2.dll b/EXE version/main/pygame/SDL2.dll new file mode 100644 index 00000000..4553fa95 Binary files /dev/null and b/EXE version/main/pygame/SDL2.dll differ diff --git a/EXE version/main/pygame/SDL2_image.dll b/EXE version/main/pygame/SDL2_image.dll new file mode 100644 index 00000000..d7016555 Binary files /dev/null and b/EXE version/main/pygame/SDL2_image.dll differ diff --git a/EXE version/main/pygame/SDL2_mixer.dll b/EXE version/main/pygame/SDL2_mixer.dll new file mode 100644 index 00000000..40bb1c14 Binary files /dev/null and b/EXE version/main/pygame/SDL2_mixer.dll differ diff --git a/EXE version/main/pygame/SDL2_ttf.dll b/EXE version/main/pygame/SDL2_ttf.dll new file mode 100644 index 00000000..575636a9 Binary files /dev/null and b/EXE version/main/pygame/SDL2_ttf.dll differ diff --git a/EXE version/main/pygame/__init__.pyi b/EXE version/main/pygame/__init__.pyi new file mode 100644 index 00000000..7de23fbc --- /dev/null +++ b/EXE version/main/pygame/__init__.pyi @@ -0,0 +1,72 @@ +from typing import Any, Tuple, Callable, Union, Optional, overload, Type + +# Re-export modules as members; see PEP 484 for stub export rules. + +# Most useful stuff +from pygame.constants import * +from pygame import surface as surface +from pygame import rect as rect +from pygame import color as color +from pygame import event as event +from pygame import draw as draw +from pygame import display as display +from pygame import font as font +from pygame import image as image +from pygame import key as key +from pygame import mixer as mixer +from pygame import mouse as mouse +from pygame import time as time +from pygame import version as version + +# Advanced stuff +from pygame import cursors as cursors +from pygame import joystick as joystick +from pygame import mask as mask +from pygame import sprite as sprite +from pygame import transform as transform +from pygame import bufferproxy as bufferproxy +from pygame import pixelarray as pixelarray +from pygame import pixelcopy as pixelcopy +from pygame import sndarray as sndarray +from pygame import surfarray as surfarray +from pygame import math as math +from pygame import fastevent as fastevent + +# Other +from pygame import scrap as scrap + +# These classes are auto imported with pygame, so I put their declaration here +class Rect(rect.Rect): ... +class Surface(surface.Surface): ... +class Color(color.Color): ... +class PixelArray(pixelarray.PixelArray): ... +class Vector2(math.Vector2): ... +class Vector3(math.Vector3): ... +class Cursor(cursors.Cursor): ... + +def init() -> Tuple[int, int]: ... +def quit() -> None: ... +def get_init() -> bool: ... + +class error(RuntimeError): ... + +def get_error() -> str: ... +def set_error(error_msg: str) -> None: ... +def get_sdl_version() -> Tuple[int, int, int]: ... +def get_sdl_byteorder() -> int: ... +def encode_string( + obj: Union[str, bytes], + encoding: Optional[str] = "unicode_escape", + errors: Optional[str] = "backslashreplace", + etype: Optional[Type[Exception]] = UnicodeEncodeError, +) -> bytes: ... +@overload +def encode_file_path( + obj: Union[str, bytes], etype: Optional[Type[Exception]] = UnicodeEncodeError +) -> bytes: ... +@overload +def encode_file_path( + obj: Any, etype: Optional[Type[Exception]] = UnicodeEncodeError +) -> bytes: ... +def register_quit(callable: Callable[[], Any]) -> None: ... +def __getattr__(name: str) -> Any: ... # don't error on missing stubs diff --git a/EXE version/main/pygame/_freetype.cp39-win_amd64.pyd b/EXE version/main/pygame/_freetype.cp39-win_amd64.pyd new file mode 100644 index 00000000..c5f41fc6 Binary files /dev/null and b/EXE version/main/pygame/_freetype.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/_sdl2/__init__.pyi b/EXE version/main/pygame/_sdl2/__init__.pyi new file mode 100644 index 00000000..8b137891 --- /dev/null +++ b/EXE version/main/pygame/_sdl2/__init__.pyi @@ -0,0 +1 @@ + diff --git a/EXE version/main/pygame/_sdl2/controller.pyi b/EXE version/main/pygame/_sdl2/controller.pyi new file mode 100644 index 00000000..a0416d8a --- /dev/null +++ b/EXE version/main/pygame/_sdl2/controller.pyi @@ -0,0 +1,28 @@ +from pygame.joystick import Joystick +from typing import Dict, Mapping, Optional + +def init() -> None: ... +def get_init() -> bool: ... +def quit() -> None: ... + +def set_eventstate(state: bool) -> None: ... +def get_eventstate() -> bool: ... + +def get_count() -> int: ... +def is_controller(index: int) -> bool: ... +def name_forindex(index: int) -> Optional[str]: ... + +class Controller: + def __init__(self, index: int) -> None: ... + def init(self) -> None: ... + def get_init(self) -> bool: ... + def quit(self) -> None: ... + @staticmethod + def from_joystick(joy: Joystick) -> Controller: ... + + def attached(self) -> bool: ... + def as_joystick(self) -> Joystick: ... + def get_axis(self, axis: int) -> int: ... + def get_button(self, button: int) -> bool: ... + def get_mapping(self) -> Dict[str, str]: ... + def set_mapping(self, mapping: Mapping[str, str]) -> int: ... diff --git a/EXE version/main/pygame/_sdl2/touch.pyi b/EXE version/main/pygame/_sdl2/touch.pyi new file mode 100644 index 00000000..93e27457 --- /dev/null +++ b/EXE version/main/pygame/_sdl2/touch.pyi @@ -0,0 +1,6 @@ +from typing import Dict, Union + +def get_num_devices() -> int: ... +def get_device(index: int) -> int: ... +def get_num_fingers(device_id: int) -> int: ... +def get_finger(touchid: int, index: int) -> Dict[str, Union[int, float]]: ... diff --git a/EXE version/main/pygame/base.cp39-win_amd64.pyd b/EXE version/main/pygame/base.cp39-win_amd64.pyd new file mode 100644 index 00000000..d5f89a3e Binary files /dev/null and b/EXE version/main/pygame/base.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/bufferproxy.cp39-win_amd64.pyd b/EXE version/main/pygame/bufferproxy.cp39-win_amd64.pyd new file mode 100644 index 00000000..711073c6 Binary files /dev/null and b/EXE version/main/pygame/bufferproxy.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/bufferproxy.pyi b/EXE version/main/pygame/bufferproxy.pyi new file mode 100644 index 00000000..8b0baba4 --- /dev/null +++ b/EXE version/main/pygame/bufferproxy.pyi @@ -0,0 +1,16 @@ +import sys +from typing import Any, overload, Optional + +class BufferProxy(object): + parent: Any + length: int + + if sys.version_info > (3,): + raw: bytes + else: + raw: str + @overload + def __init__(self) -> None: ... + @overload + def __init__(self, parent: Any) -> None: ... + def write(self, buffer: bytes, offset: int = 0) -> None: ... diff --git a/EXE version/main/pygame/camera.pyi b/EXE version/main/pygame/camera.pyi new file mode 100644 index 00000000..d8fe9dbf --- /dev/null +++ b/EXE version/main/pygame/camera.pyi @@ -0,0 +1,27 @@ +from typing import List, Optional, Union, Tuple +from pygame.surface import Surface + +def init() -> None: ... +def quit() -> None: ... +def list_cameras() -> List[str]: ... + +class Camera: + def __init__( + self, + device: str, + size: Union[Tuple[int, int], List[int]] = (640, 480), + format: str = "RGB", + ) -> None: ... + def start(self) -> None: ... + def stop(self) -> None: ... + def get_controls(self) -> Tuple[bool, bool, int]: ... + def set_controls( + self, + hflip: bool = ..., + vflip: bool = ..., + brightness: int = ..., + ) -> Tuple[bool, bool, int]: ... + def get_size(self) -> Tuple[int, int]: ... + def query_image(self) -> bool: ... + def get_image(self, surface: Optional[Surface] = None) -> Surface: ... + def get_raw(self) -> str: ... diff --git a/EXE version/main/pygame/color.cp39-win_amd64.pyd b/EXE version/main/pygame/color.cp39-win_amd64.pyd new file mode 100644 index 00000000..f40b84d1 Binary files /dev/null and b/EXE version/main/pygame/color.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/color.pyi b/EXE version/main/pygame/color.pyi new file mode 100644 index 00000000..004eed55 --- /dev/null +++ b/EXE version/main/pygame/color.pyi @@ -0,0 +1,39 @@ +from typing import Tuple, Union, overload, List, Optional + +_ColorValue = Union[ + "Color", str, Tuple[int, int, int], List[int], int, Tuple[int, int, int, int] +] + +class Color: + r: int + g: int + b: int + a: int + cmy: Tuple[float, float, float] + hsva: Tuple[float, float, float, float] + hsla: Tuple[float, float, float, float] + i1i2i3: Tuple[float, float, float] + __hash__: None # type: ignore + @overload + def __init__(self, r: int, g: int, b: int, a: int = 255) -> None: ... + @overload + def __init__(self, rgbvalue: _ColorValue) -> None: ... + @overload + def __getitem__(self, i: int) -> int: ... + @overload + def __getitem__(self, s: slice) -> Tuple[int]: ... + def __setitem__(self, key: int, value: int) -> None: ... + def __add__(self, other: Color) -> Color: ... + def __sub__(self, other: Color) -> Color: ... + def __mul__(self, other: Color) -> Color: ... + def __floordiv__(self, other: Color) -> Color: ... + def __mod__(self, other: Color) -> Color: ... + def normalize(self) -> Tuple[float, float, float, float]: ... + def correct_gamma(self, gamma: float) -> Color: ... + def set_length(self, length: int) -> None: ... + def lerp(self, color: _ColorValue, amount: float) -> Color: ... + def premul_alpha(self) -> Color: ... + @overload + def update(self, r: int, g: int, b: int, a: int = 255) -> None: ... + @overload + def update(self, rgbvalue: _ColorValue) -> None: ... diff --git a/EXE version/main/pygame/constants.cp39-win_amd64.pyd b/EXE version/main/pygame/constants.cp39-win_amd64.pyd new file mode 100644 index 00000000..eeada72e Binary files /dev/null and b/EXE version/main/pygame/constants.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/constants.pyi b/EXE version/main/pygame/constants.pyi new file mode 100644 index 00000000..db6ab10e --- /dev/null +++ b/EXE version/main/pygame/constants.pyi @@ -0,0 +1,558 @@ +""" +Script used to generate this file (if we change something in the constants in the future): +import pygame.constants +const = [] +for element in dir(pygame.constants): + constant_type = getattr(pygame.constants, element) + if not element.startswith("_"): + const.append("{}: {}\n".format(element, constant_type.__class__.__name__)) +with open("constants.pyi", "w") as f: + f.write("from typing import List\n\n\n") + for line in const: + f.write(str(line)) + f.write("__all__: List[str]\n") +""" + +from typing import List + + +ACTIVEEVENT: int +ANYFORMAT: int +APPACTIVE: int +APPFOCUSMOUSE: int +APPINPUTFOCUS: int +ASYNCBLIT: int +AUDIODEVICEADDED: int +AUDIODEVICEREMOVED: int +AUDIO_ALLOW_ANY_CHANGE: int +AUDIO_ALLOW_CHANNELS_CHANGE: int +AUDIO_ALLOW_FORMAT_CHANGE: int +AUDIO_ALLOW_FREQUENCY_CHANGE: int +AUDIO_S16: int +AUDIO_S16LSB: int +AUDIO_S16MSB: int +AUDIO_S16SYS: int +AUDIO_S8: int +AUDIO_U16: int +AUDIO_U16LSB: int +AUDIO_U16MSB: int +AUDIO_U16SYS: int +AUDIO_U8: int +BIG_ENDIAN: int +BLENDMODE_ADD: int +BLENDMODE_BLEND: int +BLENDMODE_MOD: int +BLENDMODE_NONE: int +BLEND_ADD: int +BLEND_ALPHA_SDL2: int +BLEND_MAX: int +BLEND_MIN: int +BLEND_MULT: int +BLEND_PREMULTIPLIED: int +BLEND_RGBA_ADD: int +BLEND_RGBA_MAX: int +BLEND_RGBA_MIN: int +BLEND_RGBA_MULT: int +BLEND_RGBA_SUB: int +BLEND_RGB_ADD: int +BLEND_RGB_MAX: int +BLEND_RGB_MIN: int +BLEND_RGB_MULT: int +BLEND_RGB_SUB: int +BLEND_SUB: int +BUTTON_LEFT: int +BUTTON_MIDDLE: int +BUTTON_RIGHT: int +BUTTON_WHEELDOWN: int +BUTTON_WHEELUP: int +BUTTON_X1: int +BUTTON_X2: int +CONTROLLERAXISMOTION: int +CONTROLLERBUTTONDOWN: int +CONTROLLERBUTTONUP: int +CONTROLLERDEVICEADDED: int +CONTROLLERDEVICEREMAPPED: int +CONTROLLERDEVICEREMOVED: int +CONTROLLER_AXIS_INVALID: int +CONTROLLER_AXIS_LEFTX: int +CONTROLLER_AXIS_LEFTY: int +CONTROLLER_AXIS_MAX: int +CONTROLLER_AXIS_RIGHTX: int +CONTROLLER_AXIS_RIGHTY: int +CONTROLLER_AXIS_TRIGGERLEFT: int +CONTROLLER_AXIS_TRIGGERRIGHT: int +CONTROLLER_BUTTON_A: int +CONTROLLER_BUTTON_B: int +CONTROLLER_BUTTON_BACK: int +CONTROLLER_BUTTON_DPAD_DOWN: int +CONTROLLER_BUTTON_DPAD_LEFT: int +CONTROLLER_BUTTON_DPAD_RIGHT: int +CONTROLLER_BUTTON_DPAD_UP: int +CONTROLLER_BUTTON_GUIDE: int +CONTROLLER_BUTTON_INVALID: int +CONTROLLER_BUTTON_LEFTSHOULDER: int +CONTROLLER_BUTTON_LEFTSTICK: int +CONTROLLER_BUTTON_MAX: int +CONTROLLER_BUTTON_RIGHTSHOULDER: int +CONTROLLER_BUTTON_RIGHTSTICK: int +CONTROLLER_BUTTON_START: int +CONTROLLER_BUTTON_X: int +CONTROLLER_BUTTON_Y: int +DOUBLEBUF: int +DROPBEGIN: int +DROPCOMPLETE: int +DROPFILE: int +DROPTEXT: int +FINGERDOWN: int +FINGERMOTION: int +FINGERUP: int +FULLSCREEN: int +GL_ACCELERATED_VISUAL: int +GL_ACCUM_ALPHA_SIZE: int +GL_ACCUM_BLUE_SIZE: int +GL_ACCUM_GREEN_SIZE: int +GL_ACCUM_RED_SIZE: int +GL_ALPHA_SIZE: int +GL_BLUE_SIZE: int +GL_BUFFER_SIZE: int +GL_CONTEXT_DEBUG_FLAG: int +GL_CONTEXT_FLAGS: int +GL_CONTEXT_FORWARD_COMPATIBLE_FLAG: int +GL_CONTEXT_MAJOR_VERSION: int +GL_CONTEXT_MINOR_VERSION: int +GL_CONTEXT_PROFILE_COMPATIBILITY: int +GL_CONTEXT_PROFILE_CORE: int +GL_CONTEXT_PROFILE_ES: int +GL_CONTEXT_PROFILE_MASK: int +GL_CONTEXT_RELEASE_BEHAVIOR: int +GL_CONTEXT_RELEASE_BEHAVIOR_FLUSH: int +GL_CONTEXT_RELEASE_BEHAVIOR_NONE: int +GL_CONTEXT_RESET_ISOLATION_FLAG: int +GL_CONTEXT_ROBUST_ACCESS_FLAG: int +GL_DEPTH_SIZE: int +GL_DOUBLEBUFFER: int +GL_FRAMEBUFFER_SRGB_CAPABLE: int +GL_GREEN_SIZE: int +GL_MULTISAMPLEBUFFERS: int +GL_MULTISAMPLESAMPLES: int +GL_RED_SIZE: int +GL_SHARE_WITH_CURRENT_CONTEXT: int +GL_STENCIL_SIZE: int +GL_STEREO: int +GL_SWAP_CONTROL: int +HAT_CENTERED: int +HAT_DOWN: int +HAT_LEFT: int +HAT_LEFTDOWN: int +HAT_LEFTUP: int +HAT_RIGHT: int +HAT_RIGHTDOWN: int +HAT_RIGHTUP: int +HAT_UP: int +HIDDEN: int +HWACCEL: int +HWPALETTE: int +HWSURFACE: int +JOYAXISMOTION: int +JOYBALLMOTION: int +JOYBUTTONDOWN: int +JOYBUTTONUP: int +JOYDEVICEADDED: int +JOYDEVICEREMOVED: int +JOYHATMOTION: int +KEYDOWN: int +KEYUP: int +KMOD_ALT: int +KMOD_CAPS: int +KMOD_CTRL: int +KMOD_GUI: int +KMOD_LALT: int +KMOD_LCTRL: int +KMOD_LGUI: int +KMOD_LMETA: int +KMOD_LSHIFT: int +KMOD_META: int +KMOD_MODE: int +KMOD_NONE: int +KMOD_NUM: int +KMOD_RALT: int +KMOD_RCTRL: int +KMOD_RGUI: int +KMOD_RMETA: int +KMOD_RSHIFT: int +KMOD_SHIFT: int +KSCAN_0: int +KSCAN_1: int +KSCAN_2: int +KSCAN_3: int +KSCAN_4: int +KSCAN_5: int +KSCAN_6: int +KSCAN_7: int +KSCAN_8: int +KSCAN_9: int +KSCAN_A: int +KSCAN_APOSTROPHE: int +KSCAN_B: int +KSCAN_BACKSLASH: int +KSCAN_BACKSPACE: int +KSCAN_BREAK: int +KSCAN_C: int +KSCAN_CAPSLOCK: int +KSCAN_CLEAR: int +KSCAN_COMMA: int +KSCAN_CURRENCYSUBUNIT: int +KSCAN_CURRENCYUNIT: int +KSCAN_D: int +KSCAN_DELETE: int +KSCAN_DOWN: int +KSCAN_E: int +KSCAN_END: int +KSCAN_EQUALS: int +KSCAN_ESCAPE: int +KSCAN_EURO: int +KSCAN_F: int +KSCAN_F1: int +KSCAN_F10: int +KSCAN_F11: int +KSCAN_F12: int +KSCAN_F13: int +KSCAN_F14: int +KSCAN_F15: int +KSCAN_F2: int +KSCAN_F3: int +KSCAN_F4: int +KSCAN_F5: int +KSCAN_F6: int +KSCAN_F7: int +KSCAN_F8: int +KSCAN_F9: int +KSCAN_G: int +KSCAN_GRAVE: int +KSCAN_H: int +KSCAN_HELP: int +KSCAN_HOME: int +KSCAN_I: int +KSCAN_INSERT: int +KSCAN_INTERNATIONAL1: int +KSCAN_INTERNATIONAL2: int +KSCAN_INTERNATIONAL3: int +KSCAN_INTERNATIONAL4: int +KSCAN_INTERNATIONAL5: int +KSCAN_INTERNATIONAL6: int +KSCAN_INTERNATIONAL7: int +KSCAN_INTERNATIONAL8: int +KSCAN_INTERNATIONAL9: int +KSCAN_J: int +KSCAN_K: int +KSCAN_KP0: int +KSCAN_KP1: int +KSCAN_KP2: int +KSCAN_KP3: int +KSCAN_KP4: int +KSCAN_KP5: int +KSCAN_KP6: int +KSCAN_KP7: int +KSCAN_KP8: int +KSCAN_KP9: int +KSCAN_KP_0: int +KSCAN_KP_1: int +KSCAN_KP_2: int +KSCAN_KP_3: int +KSCAN_KP_4: int +KSCAN_KP_5: int +KSCAN_KP_6: int +KSCAN_KP_7: int +KSCAN_KP_8: int +KSCAN_KP_9: int +KSCAN_KP_DIVIDE: int +KSCAN_KP_ENTER: int +KSCAN_KP_EQUALS: int +KSCAN_KP_MINUS: int +KSCAN_KP_MULTIPLY: int +KSCAN_KP_PERIOD: int +KSCAN_KP_PLUS: int +KSCAN_L: int +KSCAN_LALT: int +KSCAN_LANG1: int +KSCAN_LANG2: int +KSCAN_LANG3: int +KSCAN_LANG4: int +KSCAN_LANG5: int +KSCAN_LANG6: int +KSCAN_LANG7: int +KSCAN_LANG8: int +KSCAN_LANG9: int +KSCAN_LCTRL: int +KSCAN_LEFT: int +KSCAN_LEFTBRACKET: int +KSCAN_LGUI: int +KSCAN_LMETA: int +KSCAN_LSHIFT: int +KSCAN_LSUPER: int +KSCAN_M: int +KSCAN_MENU: int +KSCAN_MINUS: int +KSCAN_MODE: int +KSCAN_N: int +KSCAN_NONUSBACKSLASH: int +KSCAN_NONUSHASH: int +KSCAN_NUMLOCK: int +KSCAN_NUMLOCKCLEAR: int +KSCAN_O: int +KSCAN_P: int +KSCAN_PAGEDOWN: int +KSCAN_PAGEUP: int +KSCAN_PAUSE: int +KSCAN_PERIOD: int +KSCAN_POWER: int +KSCAN_PRINT: int +KSCAN_PRINTSCREEN: int +KSCAN_Q: int +KSCAN_R: int +KSCAN_RALT: int +KSCAN_RCTRL: int +KSCAN_RETURN: int +KSCAN_RGUI: int +KSCAN_RIGHT: int +KSCAN_RIGHTBRACKET: int +KSCAN_RMETA: int +KSCAN_RSHIFT: int +KSCAN_RSUPER: int +KSCAN_S: int +KSCAN_SCROLLLOCK: int +KSCAN_SCROLLOCK: int +KSCAN_SEMICOLON: int +KSCAN_SLASH: int +KSCAN_SPACE: int +KSCAN_SYSREQ: int +KSCAN_T: int +KSCAN_TAB: int +KSCAN_U: int +KSCAN_UNKNOWN: int +KSCAN_UP: int +KSCAN_V: int +KSCAN_W: int +KSCAN_X: int +KSCAN_Y: int +KSCAN_Z: int +K_0: int +K_1: int +K_2: int +K_3: int +K_4: int +K_5: int +K_6: int +K_7: int +K_8: int +K_9: int +K_AC_BACK: int +K_AMPERSAND: int +K_ASTERISK: int +K_AT: int +K_BACKQUOTE: int +K_BACKSLASH: int +K_BACKSPACE: int +K_BREAK: int +K_CAPSLOCK: int +K_CARET: int +K_CLEAR: int +K_COLON: int +K_COMMA: int +K_CURRENCYSUBUNIT: int +K_CURRENCYUNIT: int +K_DELETE: int +K_DOLLAR: int +K_DOWN: int +K_END: int +K_EQUALS: int +K_ESCAPE: int +K_EURO: int +K_EXCLAIM: int +K_F1: int +K_F10: int +K_F11: int +K_F12: int +K_F13: int +K_F14: int +K_F15: int +K_F2: int +K_F3: int +K_F4: int +K_F5: int +K_F6: int +K_F7: int +K_F8: int +K_F9: int +K_GREATER: int +K_HASH: int +K_HELP: int +K_HOME: int +K_INSERT: int +K_KP0: int +K_KP1: int +K_KP2: int +K_KP3: int +K_KP4: int +K_KP5: int +K_KP6: int +K_KP7: int +K_KP8: int +K_KP9: int +K_KP_0: int +K_KP_1: int +K_KP_2: int +K_KP_3: int +K_KP_4: int +K_KP_5: int +K_KP_6: int +K_KP_7: int +K_KP_8: int +K_KP_9: int +K_KP_DIVIDE: int +K_KP_ENTER: int +K_KP_EQUALS: int +K_KP_MINUS: int +K_KP_MULTIPLY: int +K_KP_PERIOD: int +K_KP_PLUS: int +K_LALT: int +K_LCTRL: int +K_LEFT: int +K_LEFTBRACKET: int +K_LEFTPAREN: int +K_LESS: int +K_LGUI: int +K_LMETA: int +K_LSHIFT: int +K_LSUPER: int +K_MENU: int +K_MINUS: int +K_MODE: int +K_NUMLOCK: int +K_NUMLOCKCLEAR: int +K_PAGEDOWN: int +K_PAGEUP: int +K_PAUSE: int +K_PERCENT: int +K_PERIOD: int +K_PLUS: int +K_POWER: int +K_PRINT: int +K_PRINTSCREEN: int +K_QUESTION: int +K_QUOTE: int +K_QUOTEDBL: int +K_RALT: int +K_RCTRL: int +K_RETURN: int +K_RGUI: int +K_RIGHT: int +K_RIGHTBRACKET: int +K_RIGHTPAREN: int +K_RMETA: int +K_RSHIFT: int +K_RSUPER: int +K_SCROLLLOCK: int +K_SCROLLOCK: int +K_SEMICOLON: int +K_SLASH: int +K_SPACE: int +K_SYSREQ: int +K_TAB: int +K_UNDERSCORE: int +K_UNKNOWN: int +K_UP: int +K_a: int +K_b: int +K_c: int +K_d: int +K_e: int +K_f: int +K_g: int +K_h: int +K_i: int +K_j: int +K_k: int +K_l: int +K_m: int +K_n: int +K_o: int +K_p: int +K_q: int +K_r: int +K_s: int +K_t: int +K_u: int +K_v: int +K_w: int +K_x: int +K_y: int +K_z: int +LIL_ENDIAN: int +MIDIIN: int +MIDIOUT: int +MOUSEBUTTONDOWN: int +MOUSEBUTTONUP: int +MOUSEMOTION: int +MOUSEWHEEL: int +MULTIGESTURE: int +NOEVENT: int +NOFRAME: int +NUMEVENTS: int +OPENGL: int +OPENGLBLIT: int +PREALLOC: int +QUIT: int +RESIZABLE: int +RLEACCEL: int +RLEACCELOK: int +SCALED: int +SCRAP_BMP: str +SCRAP_CLIPBOARD: int +SCRAP_PBM: str +SCRAP_PPM: str +SCRAP_SELECTION: int +SCRAP_TEXT: str +SHOWN: int +SRCALPHA: int +SRCCOLORKEY: int +SWSURFACE: int +SYSTEM_CURSOR_ARROW: int +SYSTEM_CURSOR_CROSSHAIR: int +SYSTEM_CURSOR_HAND: int +SYSTEM_CURSOR_IBEAM: int +SYSTEM_CURSOR_NO: int +SYSTEM_CURSOR_SIZEALL: int +SYSTEM_CURSOR_SIZENESW: int +SYSTEM_CURSOR_SIZENS: int +SYSTEM_CURSOR_SIZENWSE: int +SYSTEM_CURSOR_SIZEWE: int +SYSTEM_CURSOR_WAIT: int +SYSTEM_CURSOR_WAITARROW: int +SYSWMEVENT: int +TEXTEDITING: int +TEXTINPUT: int +TIMER_RESOLUTION: int +USEREVENT: int +USEREVENT_DROPFILE: int +VIDEOEXPOSE: int +VIDEORESIZE: int +WINDOWCLOSE: int +WINDOWENTER: int +WINDOWEXPOSED: int +WINDOWFOCUSGAINED: int +WINDOWFOCUSLOST: int +WINDOWHIDDEN: int +WINDOWHITTEST: int +WINDOWLEAVE: int +WINDOWMAXIMIZED: int +WINDOWMINIMIZED: int +WINDOWMOVED: int +WINDOWRESIZED: int +WINDOWRESTORED: int +WINDOWSHOWN: int +WINDOWSIZECHANGED: int +WINDOWTAKEFOCUS: int + +__all__: List[str] diff --git a/EXE version/main/pygame/cursors.pyi b/EXE version/main/pygame/cursors.pyi new file mode 100644 index 00000000..a83acbfa --- /dev/null +++ b/EXE version/main/pygame/cursors.pyi @@ -0,0 +1,83 @@ +from typing import Iterator, List, Tuple, Sequence, Optional, Iterable, Union, overload + +from pygame.surface import Surface + +_Small_string = Tuple[ + str, str, str, str, str, str, str, str, str, str, str, str, str, str, str, str +] +_Big_string = Tuple[ + str, + str, + str, + str, + str, + str, + str, + str, + str, + str, + str, + str, + str, + str, + str, + str, + str, + str, + str, + str, + str, + str, + str, + str, +] + +arrow: Cursor +diamond: Cursor +broken_x: Cursor +tri_left: Cursor +tri_right: Cursor +thickarrow_strings: _Big_string +sizer_x_strings: _Small_string +sizer_y_strings: _Big_string +sizer_xy_strings: _Small_string + +def compile( + strings: Sequence[str], + black: str = "X", + white: str = ".", + xor: str = "o", +) -> Tuple[Sequence[int], Sequence[int]]: ... +def load_xbm( + cursorfile: str, maskfile: str +) -> Tuple[List[int], List[int], Tuple[int, ...], Tuple[int, ...]]: ... + +class Cursor(Iterable[object]): + @overload + def __init__(self, constant: int) -> None: ... + @overload + def __init__( + self, + size: Union[Tuple[int, int], List[int]], + hotspot: Union[Tuple[int, int], List[int]], + xormasks: Sequence[int], + andmasks: Sequence[int], + ) -> None: ... + @overload + def __init__( + self, + hotspot: Union[Tuple[int, int], List[int]], + surface: Surface, + ) -> None: ... + def __iter__(self) -> Iterator[object]: ... + type: str + data: Union[ + Tuple[int], + Tuple[ + Union[Tuple[int, int], List[int]], + Union[Tuple[int, int], List[int]], + Sequence[int], + Sequence[int], + ], + Tuple[int, Surface], + ] diff --git a/EXE version/main/pygame/display.cp39-win_amd64.pyd b/EXE version/main/pygame/display.cp39-win_amd64.pyd new file mode 100644 index 00000000..9c62615a Binary files /dev/null and b/EXE version/main/pygame/display.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/display.pyi b/EXE version/main/pygame/display.pyi new file mode 100644 index 00000000..601e9289 --- /dev/null +++ b/EXE version/main/pygame/display.pyi @@ -0,0 +1,88 @@ +from typing import Union, Tuple, List, Optional, Dict, Sequence +from typing_extensions import Protocol + +from pygame.color import Color +from pygame.surface import Surface +from pygame.rect import Rect +from pygame.math import Vector2 +from pygame.constants import FULLSCREEN + +_Coordinate = Union[Tuple[float, float], List[float], Vector2] +_CanBeRect = Union[ + Rect, + Tuple[int, int, int, int], + List[int], + Tuple[_Coordinate, _Coordinate], + List[_Coordinate], +] + +class _HasRectAttribute(Protocol): + rect: _CanBeRect + +_RectValue = Union[_CanBeRect, _HasRectAttribute] +_ColorValue = Union[ + Color, int, Tuple[int, int, int], Tuple[int, int, int, int], List[int] +] + +class _VidInfo: + hw: int + wm: int + video_mem: int + bitsize: int + bytesize: int + masks: Tuple[int, int, int, int] + shifts: Tuple[int, int, int, int] + losses: Tuple[int, int, int, int] + blit_hw: int + blit_hw_CC: int + blit_hw_A: int + blit_sw: int + blit_sw_CC: int + blit_sw_A: int + current_h: int + current_w: int + +def init() -> None: ... +def quit() -> None: ... +def get_init() -> bool: ... +def set_mode( + size: _Coordinate = (0, 0), + flags: int = 0, + depth: int = 0, + display: int = 0, + vsync: int = 0, +) -> Surface: ... +def get_surface() -> Surface: ... +def flip() -> None: ... +def update(rectangle: Optional[Union[_RectValue, List[_RectValue]]] = None) -> None: ... +def get_driver() -> str: ... +def Info() -> _VidInfo: ... +def get_wm_info() -> Dict[str, int]: ... +def list_modes( + depth: int = 0, + flags: int = FULLSCREEN, + display: int = 0, +) -> List[Tuple[int, int]]: ... +def mode_ok( + size: Union[Sequence[int], Tuple[int, int]], + flags: int = 0, + depth: int = 0, + display: int = 0, +) -> int: ... +def gl_get_attribute(flag: int) -> int: ... +def gl_set_attribute(flag: int, value: int) -> None: ... +def get_active() -> bool: ... +def iconify() -> bool: ... +def toggle_fullscreen() -> int: ... +def set_gamma(red: float, green: float = ..., blue: float = ...) -> int: ... +def set_gamma_ramp( + red: Sequence[int], green: Sequence[int], blue: Sequence[int] +) -> int: ... +def set_icon(surface: Surface) -> None: ... +def set_caption(title: str, icontitle: Optional[str] = None) -> None: ... +def get_caption() -> Tuple[str, str]: ... +def set_palette(palette: Sequence[_ColorValue]) -> None: ... +def get_num_displays() -> int: ... +def get_window_size() -> Tuple[int, int]: ... +def get_allow_screensaver() -> bool: ... +def set_allow_screensaver(value: bool) -> None: ... diff --git a/EXE version/main/pygame/draw.cp39-win_amd64.pyd b/EXE version/main/pygame/draw.cp39-win_amd64.pyd new file mode 100644 index 00000000..cf4ed49a Binary files /dev/null and b/EXE version/main/pygame/draw.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/draw.pyi b/EXE version/main/pygame/draw.pyi new file mode 100644 index 00000000..b59fb4f9 --- /dev/null +++ b/EXE version/main/pygame/draw.pyi @@ -0,0 +1,92 @@ +from typing import Union, Optional, Tuple, List, Sequence +from typing_extensions import Protocol + +from pygame.color import Color +from pygame.rect import Rect +from pygame.surface import Surface +from pygame.math import Vector2 + +_Coordinate = Union[Tuple[float, float], List[float], Vector2] +_ColorValue = Union[ + Color, str, Tuple[int, int, int], List[int], int, Tuple[int, int, int, int] +] +_CanBeRect = Union[ + Rect, + Tuple[int, int, int, int], + List[int], + Tuple[_Coordinate, _Coordinate], + List[_Coordinate], +] + +class _HasRectAttribute(Protocol): + rect: _CanBeRect + +_RectValue = Union[_CanBeRect, _HasRectAttribute] + +def rect( + surface: Surface, + color: _ColorValue, + rect: _RectValue, + width: int = 0, + border_radius: int = -1, + border_top_left_radius: int = -1, + border_top_right_radius: int = -1, + border_bottom_left_radius: int = -1, + border_bottom_right_radius: int = -1, +) -> Rect: ... +def polygon( + surface: Surface, + color: _ColorValue, + points: Sequence[_Coordinate], + width: int = 0, +) -> Rect: ... +def circle( + surface: Surface, + color: _ColorValue, + center: _Coordinate, + radius: float, + width: int = 0, + draw_top_right: Optional[bool] = None, + draw_top_left: Optional[bool] = None, + draw_bottom_left: Optional[bool] = None, + draw_bottom_right: Optional[bool] = None, +) -> Rect: ... +def ellipse( + surface: Surface, color: _ColorValue, rect: _RectValue, width: int = 0 +) -> Rect: ... +def arc( + surface: Surface, + color: _ColorValue, + rect: _RectValue, + start_angle: float, + stop_angle: float, + width: int = 1, +) -> Rect: ... +def line( + surface: Surface, + color: _ColorValue, + start_pos: _Coordinate, + end_pos: _Coordinate, + width: int = 1, +) -> Rect: ... +def lines( + surface: Surface, + color: _ColorValue, + closed: bool, + points: Sequence[_Coordinate], + width: int = 1, +) -> Rect: ... +def aaline( + surface: Surface, + color: _ColorValue, + start_pos: _Coordinate, + end_pos: _Coordinate, + blend: int = 1, +) -> Rect: ... +def aalines( + surface: Surface, + color: _ColorValue, + closed: bool, + points: Sequence[_Coordinate], + blend: int = 1, +) -> Rect: ... diff --git a/EXE version/main/pygame/event.cp39-win_amd64.pyd b/EXE version/main/pygame/event.cp39-win_amd64.pyd new file mode 100644 index 00000000..390ac574 Binary files /dev/null and b/EXE version/main/pygame/event.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/event.pyi b/EXE version/main/pygame/event.pyi new file mode 100644 index 00000000..57b5f3f0 --- /dev/null +++ b/EXE version/main/pygame/event.pyi @@ -0,0 +1,28 @@ +from typing import Any, Dict, List, Optional, Union, overload, Tuple, SupportsInt + +class Event: + type: int + __dict__: Dict[str, Any] + __hash__: None # type: ignore + @overload + def __init__(self, type: int, dict: Dict[str, Any]) -> None: ... + @overload + def __init__(self, type: int, **attributes: Any) -> None: ... + def __getattr__(self, name: str) -> Any: ... + +_EventTypes = Union[SupportsInt, Tuple[SupportsInt, ...], List[SupportsInt]] + +def pump() -> None: ... +def get(eventtype: Optional[_EventTypes] = None, pump: Any = True, exclude: Optional[_EventTypes] = None) -> List[Event]: ... +def poll() -> Event: ... +def wait(timeout: int = 0) -> Event: ... +def peek(eventtype: Optional[_EventTypes] = None, pump: Any = True) -> bool: ... +def clear(eventtype: Optional[_EventTypes] = None, pump: Any = True) -> None: ... +def event_name(type: int) -> str: ... +def set_blocked(type: Optional[_EventTypes]) -> None: ... +def set_allowed(type: Optional[_EventTypes]) -> None: ... +def get_blocked(type: _EventTypes) -> bool: ... +def set_grab(grab: bool) -> None: ... +def get_grab() -> bool: ... +def post(event: Event) -> bool: ... +def custom_type() -> int: ... diff --git a/EXE version/main/pygame/examples/README.rst b/EXE version/main/pygame/examples/README.rst new file mode 100644 index 00000000..43503cce --- /dev/null +++ b/EXE version/main/pygame/examples/README.rst @@ -0,0 +1,145 @@ +These examples should help get you started with pygame. Here is a +brief rundown of what you get. The source code for all examples +is in the public domain. Feel free to use for your own projects. + +aliens.py + This started off as a port of the SDL demonstration, Aliens. + Now it has evolved into something sort of resembling fun. + This demonstrates a lot of different uses of sprites and + optimized blitting. Also transparancy, colorkeys, fonts, sound, + music, joystick, and more. (PS, my high score is 117! goodluck) + +arraydemo.py + Another example filled with various surfarray effects. + It requires the surfarray and image modules to be installed. + This little demo can also make a good starting point for any of + your own tests with surfarray + +audiocapture.py + Record sound from a microphone, and play back the recorded sound. + +blend_fill.py + BLEND_ing colors in different ways with Surface.fill(). + +blit_blends.py + BLEND_ing colors Surface.blit(). + +camera.py + Basic image capturing and display using pygame.camera + +cursors.py + Make custom cursors :) + +dropevent.py + Drag and drop files. Using the following events. + DROPBEGIN, DROPCOMPLETE, DROPTEXT, DROPFILE + +eventlist.py + Learn about pygame events and input. + Watch the events fly by. Click the mouse, and see the mouse + event come up. Press a keyboard key, and see the key up event. + +fastevents.py + Posting events from other threads? Check this out. + +font_viewer.py + Display all available fonts in a scrolling window. + +fonty.py + Super quick, super simple application demonstrating + the different ways to render fonts with the font module + +freetype_misc.py + FreeType is a world famous font project. + +glcube.py + Using PyOpenGL and Pygame, this creates a spinning 3D multicolored cube. + +headless_no_windows_needed.py + For using pygame in scripts. + +liquid.py + This example was created in a quick comparison with the + BlitzBasic gaming language. Nonetheless, it demonstrates a quick + 8-bit setup (with colormap). + +mask.py + Single bit pixel manipulation. Fast for collision detection, + and also good for computer vision. + +midi.py + For connecting pygame to musical equipment. + +moveit.py + A very simple example of moving stuff. + +music_drop_fade.py + Fade in and play music from a list while observing + several events. Uses fade_ms added in pygame2, as well as set_endevent, + set_volume, drag and drop events, and the scrap module. + +overlay.py + An old way of displaying video content. + +pixelarray.py + Process whole arrays of pixels at a time. + Like numpy, but for pixels, and also built into pygame. + +playmus.py + Simple music playing example. + +prevent_display_stretching.py + A windows specific example. + +scaletest.py + Showing how to scale Surfaces. + +scrap_clipboard.py + A simple demonstration example for the clipboard support. + +setmodescale.py + SCALED allows you to work in 320x200 and have it show up big. + It handles mouse scaling and selection of a good sized window depending + on the display. + +sound.py + Extremely basic testing of the mixer module. Load a + sound and play it. All from the command shell, no graphics. + +sound_array_demos.py + Echo, delay and other array based processing of sounds. + +sprite_texture.py + Shows how to use hardware Image Textures with pygame.sprite. + +stars.py + A simple starfield example. You can change the center of + perspective by leftclicking the mouse on the screen. + +testsprite.py + More of a test example. If you're interested in how to use sprites, + then check out the aliens.py example instead. + +textinput.py + A little "console" where you can write in text. + Shows how to use the TEXTEDITING and TEXTINPUT events. + +vgrade.py + Demonstrates creating a vertical gradient with + Numpy. The app will create a new gradient every half + second and report the time needed to create and display the + image. If you're not prepared to start working with the + Numpy arrays, don't worry about the source for this one :] + +video.py + It explores some new video APIs in pygame 2. + Including multiple windows, Textures, and such. + +data/ + Directory with the resources for the examples. + +There's LOTS of examples on the pygame website, and on places like github. + +We're always on the lookout for more examples and/or example +requests. 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\ No newline at end of file diff --git a/EXE version/main/pygame/fastevent.cp39-win_amd64.pyd b/EXE version/main/pygame/fastevent.cp39-win_amd64.pyd new file mode 100644 index 00000000..641a1897 Binary files /dev/null and b/EXE version/main/pygame/fastevent.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/fastevent.pyi b/EXE version/main/pygame/fastevent.pyi new file mode 100644 index 00000000..c42cbe84 --- /dev/null +++ b/EXE version/main/pygame/fastevent.pyi @@ -0,0 +1,10 @@ +from typing import List +from pygame.event import Event + +def init() -> None: ... +def get_init() -> bool: ... +def pump() -> None: ... +def wait() -> Event: ... +def pool() -> Event: ... +def get() -> List[Event]: ... +def post(event: Event) -> None: ... diff --git a/EXE version/main/pygame/font.cp39-win_amd64.pyd b/EXE version/main/pygame/font.cp39-win_amd64.pyd new file mode 100644 index 00000000..e2af60cd Binary files /dev/null and b/EXE version/main/pygame/font.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/font.pyi b/EXE version/main/pygame/font.pyi new file mode 100644 index 00000000..11d2fdbe --- /dev/null +++ b/EXE version/main/pygame/font.pyi @@ -0,0 +1,59 @@ +import sys +from typing import Any, List, Optional, Union, Tuple, IO, Hashable, Iterable + +if sys.version_info >= (3, 6): + from os import PathLike + + AnyPath = Union[str, bytes, PathLike[str], PathLike[bytes]] +else: + AnyPath = Union[Text, bytes] + +from pygame.color import Color +from pygame.surface import Surface + +_ColorValue = Union[ + Color, str, Tuple[int, int, int], List[int], int, Tuple[int, int, int, int] +] + +def init() -> None: ... +def quit() -> None: ... +def get_init() -> bool: ... +def get_default_font() -> str: ... +def get_fonts() -> List[str]: ... +def match_font( + name: Union[str, bytes, Iterable[Union[str, bytes]]], + bold: Hashable = False, + italic: Hashable = False, +) -> str: ... +def SysFont( + name: Union[str, bytes, Iterable[Union[str, bytes]]], + size: int, + bold: Hashable = False, + italic: Hashable = False, +) -> Font: ... + +class Font(object): + + bold: bool + italic: bool + underline: bool + def __init__(self, name: Union[AnyPath, IO[Any], None], size: int) -> None: ... + def render( + self, + text: str, + antialias: bool, + color: _ColorValue, + background: Optional[_ColorValue] = None, + ) -> Surface: ... + def size(self, text: str) -> Tuple[int, int]: ... + def set_underline(self, value: bool) -> None: ... + def get_underline(self) -> bool: ... + def set_bold(self, value: bool) -> None: ... + def get_bold(self) -> bool: ... + def set_italic(self, value: bool) -> None: ... + def metrics(self, text: str) -> List[Tuple[int, int, int, int, int]]: ... + def get_italic(self) -> bool: ... + def get_linesize(self) -> int: ... + def get_height(self) -> int: ... + def get_ascent(self) -> int: ... + def get_descent(self) -> int: ... diff --git a/EXE version/main/pygame/freesansbold.ttf b/EXE version/main/pygame/freesansbold.ttf new file mode 100644 index 00000000..a98562fc Binary files /dev/null and b/EXE version/main/pygame/freesansbold.ttf differ diff --git a/EXE version/main/pygame/freetype.pyi b/EXE version/main/pygame/freetype.pyi new file mode 100644 index 00000000..4b3ce1f9 --- /dev/null +++ b/EXE version/main/pygame/freetype.pyi @@ -0,0 +1,132 @@ +import sys +from typing import Tuple, Optional, Union, List, Text, IO, Sequence, Any, Iterable + +if sys.version_info >= (3, 6): + from os import PathLike + + AnyPath = Union[str, bytes, PathLike[str], PathLike[bytes]] +else: + AnyPath = Union[Text, bytes] + +from pygame.surface import Surface +from pygame.color import Color +from pygame.rect import Rect +from pygame.font import Font + +_ColorValue = Union[ + Color, str, Tuple[int, int, int], List[int], int, Tuple[int, int, int, int] +] + +def get_error() -> str: ... +def get_version() -> Tuple[int, int, int]: ... +def init(cache_size: int = 64, resolution: int = 72) -> None: ... +def quit() -> None: ... +def get_init() -> bool: ... +def was_init() -> bool: ... +def get_cache_size() -> int: ... +def get_default_resolution() -> int: ... +def set_default_resolution(resolution: int) -> None: ... +def SysFont( + name: Union[str, bytes, Iterable[Union[str, bytes]]], + size: int, + bold: int = False, + italic: int = False, +) -> Font: ... +def get_default_font() -> str: ... + +STYLE_NORMAL: int +STYLE_UNDERLINE: int +STYLE_OBLIQUE: int +STYLE_STRONG: int +STYLE_WIDE: int +STYLE_DEFAULT: int + +class Font: + name: str + path: Text + size: Union[float, Tuple[float, float]] + height: int + ascender: int + descender: int + style: int + underline: bool + strong: bool + oblique: bool + wide: bool + strength: float + underline_adjustment: float + fixed_width: bool + fixed_sizes: int + scalable: bool + use_bitmap_strikes: bool + antialiased: bool + kerning: bool + vertical: bool + rotation: int + fgcolor: Color + bgcolor: Color + origin: bool + pad: bool + ucs4: bool + resolution: int + def __init__( + self, + file: Union[AnyPath, IO[Any], None], + size: float = 0, + font_index: int = 0, + resolution: int = 0, + ucs4: int = False, + ) -> None: ... + def get_rect( + self, + text: str, + style: int = STYLE_DEFAULT, + rotation: int = 0, + size: float = 0, + ) -> Rect: ... + def get_metrics( + self, text: str, size: float = 0 + ) -> List[Tuple[int, int, int, int, float, float]]: ... + def get_sized_ascender(self, size: float) -> int: ... + def get_sized_descender(self, size: float) -> int: ... + def get_sized_height(self, size: float) -> int: ... + def get_sized_glyph_height(self, size: float) -> int: ... + def get_sizes(self) -> List[Tuple[int, int, int, float, float]]: ... + def render( + self, + text: str, + fgcolor: Optional[_ColorValue] = None, + bgcolor: Optional[_ColorValue] = None, + style: int = STYLE_DEFAULT, + rotation: int = 0, + size: float = 0, + ) -> Tuple[Surface, Rect]: ... + def render_to( + self, + surf: Surface, + dest: Union[Tuple[int, int], Sequence[int], Rect], + text: str, + fgcolor: Optional[_ColorValue] = None, + bgcolor: Optional[_ColorValue] = None, + style: int = STYLE_DEFAULT, + rotation: int = 0, + size: float = 0, + ) -> Rect: ... + def render_raw( + self, + text: str, + style: int = STYLE_DEFAULT, + rotation: int = 0, + size: float = 0, + invert: bool = False, + ) -> Tuple[bytes, Tuple[int, int]]: ... + def render_raw_to( + self, + array: Any, + text: str, + dest: Optional[Union[Tuple[int, int], List[int]]] = None, + style: int = STYLE_DEFAULT, + rotation: int = 0, + size: float = 0, + invert: bool = False, + ) -> Rect: ... diff --git a/EXE version/main/pygame/gfxdraw.pyi b/EXE version/main/pygame/gfxdraw.pyi new file mode 100644 index 00000000..027e3b30 --- /dev/null +++ b/EXE version/main/pygame/gfxdraw.pyi @@ -0,0 +1,108 @@ +from typing import Union, Tuple, List, Sequence +from typing_extensions import Protocol + +from pygame.surface import Surface +from pygame.math import Vector2 +from pygame.color import Color +from pygame.rect import Rect + +_ColorValue = Union[ + Color, Tuple[int, int, int], List[int], int, Tuple[int, int, int, int] +] +_Coordinate = Union[Tuple[float, float], List[float], Vector2] +_CanBeRect = Union[ + Rect, + Tuple[int, int, int, int], List[int], + Tuple[_Coordinate, _Coordinate], List[_Coordinate] +] +class _HasRectAttribute(Protocol): + rect: _CanBeRect +_RectValue = Union[ + _CanBeRect, _HasRectAttribute +] + +def pixel(surface: Surface, x: int, y: int, color: _ColorValue) -> None: ... +def hline(surface: Surface, x1: int, x2: int, y: int, color: _ColorValue) -> None: ... +def vline(surface: Surface, x: int, y1: int, y2: int, color: _ColorValue) -> None: ... +def line( + surface: Surface, x1: int, y1: int, x2: int, y2: int, color: _ColorValue +) -> None: ... +def rectangle(surface: Surface, rect: _RectValue, color: _ColorValue) -> None: ... +def box(surface: Surface, rect: _RectValue, color: _ColorValue) -> None: ... +def circle(surface: Surface, x: int, y: int, r: int, color: _ColorValue) -> None: ... +def aacircle(surface: Surface, x: int, y: int, r: int, color: _ColorValue) -> None: ... +def filled_circle( + surface: Surface, x: int, y: int, r: int, color: _ColorValue +) -> None: ... +def ellipse( + surface: Surface, x: int, y: int, rx: int, ry: int, color: _ColorValue +) -> None: ... +def aaellipse( + surface: Surface, x: int, y: int, rx: int, ry: int, color: _ColorValue +) -> None: ... +def filled_ellipse( + surface: Surface, x: int, y: int, rx: int, ry: int, color: _ColorValue +) -> None: ... +def arc( + surface: Surface, + x: int, + y: int, + r: int, + start_angle: int, + atp_angle: int, + color: _ColorValue, +) -> None: ... +def pie( + surface: Surface, + x: int, + y: int, + r: int, + start_angle: int, + atp_angle: int, + color: _ColorValue, +) -> None: ... +def trigon( + surface: Surface, + x1: int, + y1: int, + x2: int, + y2: int, + x3: int, + y3: int, + color: _ColorValue, +) -> None: ... +def aatrigon( + surface: Surface, + x1: int, + y1: int, + x2: int, + y2: int, + x3: int, + y3: int, + color: _ColorValue, +) -> None: ... +def filled_trigon( + surface: Surface, + x1: int, + y1: int, + x2: int, + y2: int, + x3: int, + y3: int, + color: _ColorValue, +) -> None: ... +def polygon( + surface: Surface, points: Sequence[_Coordinate], color: _ColorValue +) -> None: ... +def aapolygon( + surface: Surface, points: Sequence[_Coordinate], color: _ColorValue +) -> None: ... +def filled_polygon( + surface: Surface, points: Sequence[_Coordinate], color: _ColorValue +) -> None: ... +def textured_polygon( + surface: Surface, points: Sequence[_Coordinate], texture: Surface, tx: int, ty: int +) -> None: ... +def bezier( + surface: Surface, points: Sequence[_Coordinate], steps: int, color: _ColorValue +) -> None: ... diff --git a/EXE version/main/pygame/image.cp39-win_amd64.pyd b/EXE version/main/pygame/image.cp39-win_amd64.pyd new file mode 100644 index 00000000..54cadd6d Binary files /dev/null and b/EXE version/main/pygame/image.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/image.pyi b/EXE version/main/pygame/image.pyi new file mode 100644 index 00000000..7c2a623a --- /dev/null +++ b/EXE version/main/pygame/image.pyi @@ -0,0 +1,40 @@ +import sys +from typing import Any, Optional, Tuple, List, Union, IO, Literal + +from pygame.surface import Surface +from pygame.bufferproxy import BufferProxy + +if sys.version_info >= (3, 6): + from os import PathLike + + AnyPath = Union[str, bytes, PathLike[str], PathLike[bytes]] +else: + AnyPath = Union[Text, bytes] + +_BufferStyle = Union[BufferProxy, bytes, bytearray, memoryview] +_to_string_format = Literal[ + "p", "RGB", "RGBX", "RGBA", "ARGB", "RGBA_PREMULT", "ARGB_PREMULT" +] +_from_buffer_format = Literal["p", "RGB", "BGR", "RGBX", "RGBA", "ARGB"] +_from_string_format = Literal["p", "RGB", "RGBX", "RGBA", "ARGB"] + +def load(filename: Union[AnyPath, IO[Any]], namehint: str = "") -> Surface: ... +def save( + surface: Surface, filename: Union[AnyPath, IO[Any]], namehint: str = "" +) -> None: ... +def get_sdl_image_version() -> Union[None, Tuple[int, int, int]]: ... +def get_extended() -> bool: ... +def tostring( + surface: Surface, format: _to_string_format, flipped: bool = False +) -> str: ... +def fromstring( + string: str, + size: Union[List[int], Tuple[int, int]], + format: _from_string_format, + flipped: bool = False, +) -> Surface: ... +def frombuffer( + bytes: _BufferStyle, + size: Union[List[int], Tuple[int, int]], + format: _from_buffer_format, +) -> Surface: ... diff --git a/EXE version/main/pygame/imageext.cp39-win_amd64.pyd b/EXE version/main/pygame/imageext.cp39-win_amd64.pyd new file mode 100644 index 00000000..d1952f77 Binary files /dev/null and b/EXE version/main/pygame/imageext.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/joystick.cp39-win_amd64.pyd b/EXE version/main/pygame/joystick.cp39-win_amd64.pyd new file mode 100644 index 00000000..3c036252 Binary files /dev/null and b/EXE version/main/pygame/joystick.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/joystick.pyi b/EXE version/main/pygame/joystick.pyi new file mode 100644 index 00000000..489ffc05 --- /dev/null +++ b/EXE version/main/pygame/joystick.pyi @@ -0,0 +1,25 @@ +from typing import Tuple + +def init() -> None: ... +def quit() -> None: ... +def get_init() -> bool: ... +def get_count() -> int: ... + +class Joystick(object): + def __init__(self, id: int) -> None: ... + def init(self) -> None: ... + def quit(self) -> None: ... + def get_init(self) -> bool: ... + def get_id(self) -> int: ... + def get_instance_id(self) -> int: ... + def get_guid(self) -> str: ... + def get_power_level(self) -> str: ... + def get_name(self) -> str: ... + def get_numaxes(self) -> int: ... + def get_axis(self, axis_number: int) -> float: ... + def get_numballs(self) -> int: ... + def get_ball(self, ball_number: int) -> Tuple[float, float]: ... + def get_numbuttons(self) -> int: ... + def get_button(self, button: int) -> bool: ... + def get_numhats(self) -> int: ... + def get_hat(self, hat_number: int) -> Tuple[float, float]: ... diff --git a/EXE version/main/pygame/key.cp39-win_amd64.pyd b/EXE version/main/pygame/key.cp39-win_amd64.pyd new file mode 100644 index 00000000..c3dc84ec Binary files /dev/null and b/EXE version/main/pygame/key.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/key.pyi b/EXE version/main/pygame/key.pyi new file mode 100644 index 00000000..992fa8c7 --- /dev/null +++ b/EXE version/main/pygame/key.pyi @@ -0,0 +1,30 @@ +from typing import Sequence, Optional, Tuple, Union, List +from typing_extensions import Protocol +from pygame.math import Vector2 +from pygame.rect import Rect + +_Coordinate = Union[Tuple[float, float], List[float], Vector2] +_CanBeRect = Union[ + Rect, + Tuple[int, int, int, int], + List[int], + Tuple[_Coordinate, _Coordinate], + List[_Coordinate], +] + +class _HasRectAttribute(Protocol): + rect: _CanBeRect + +_RectValue = Union[_CanBeRect, _HasRectAttribute] + +def get_focused() -> bool: ... +def get_pressed() -> Sequence[bool]: ... +def get_mods() -> int: ... +def set_mods(mods: int) -> None: ... +def set_repeat(delay: int = 0, interval: int = 0) -> None: ... +def get_repeat() -> Tuple[int, int]: ... +def name(key: int) -> str: ... +def key_code(name: str) -> int: ... +def start_text_input() -> None: ... +def stop_text_input() -> None: ... +def set_text_input_rect(rect: _RectValue) -> None: ... diff --git a/EXE version/main/pygame/libFLAC-8.dll b/EXE version/main/pygame/libFLAC-8.dll new file mode 100644 index 00000000..71f2e19d Binary files /dev/null and b/EXE version/main/pygame/libFLAC-8.dll differ diff --git a/EXE version/main/pygame/libfreetype-6.dll b/EXE version/main/pygame/libfreetype-6.dll new file mode 100644 index 00000000..16ef7771 Binary files /dev/null and b/EXE version/main/pygame/libfreetype-6.dll differ diff --git a/EXE version/main/pygame/libjpeg-9.dll b/EXE 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version/main/pygame/libvorbisfile-3.dll new file mode 100644 index 00000000..d0787368 Binary files /dev/null and b/EXE version/main/pygame/libvorbisfile-3.dll differ diff --git a/EXE version/main/pygame/libwebp-7.dll b/EXE version/main/pygame/libwebp-7.dll new file mode 100644 index 00000000..fad57b22 Binary files /dev/null and b/EXE version/main/pygame/libwebp-7.dll differ diff --git a/EXE version/main/pygame/mask.cp39-win_amd64.pyd b/EXE version/main/pygame/mask.cp39-win_amd64.pyd new file mode 100644 index 00000000..c20977ff Binary files /dev/null and b/EXE version/main/pygame/mask.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/mask.pyi b/EXE version/main/pygame/mask.pyi new file mode 100644 index 00000000..8128efae --- /dev/null +++ b/EXE version/main/pygame/mask.pyi @@ -0,0 +1,78 @@ +from typing import Any, Optional, Union, Text, Tuple, List, TypeVar, Sequence +from typing_extensions import Protocol + +from pygame.math import Vector2 +from pygame.surface import Surface +from pygame.rect import Rect +from pygame.color import Color + +_ColorValue = Union[ + Color, Tuple[int, int, int], List[int], int, Tuple[int, int, int, int] +] +_ToSurfaceColorValue = Union[ + Color, Tuple[int, int, int], List[int], int, Text, Tuple[int, int, int, int] +] +_Coordinate = Union[Tuple[float, float], List[float], Vector2] +_CanBeRect = Union[ + Rect, + Tuple[int, int, int, int], + List[int], + Tuple[_Coordinate, _Coordinate], + List[_Coordinate], +] + +class _HasRectAttribute(Protocol): + rect: _CanBeRect + +_RectValue = Union[_CanBeRect, _HasRectAttribute] +_Offset = TypeVar("_Offset", Tuple[int, int], Sequence[int]) + +def from_surface(surface: Surface, threshold: int = 127) -> Mask: ... +def from_threshold( + surface: Surface, + color: _ColorValue, + threshold: _ColorValue = (0, 0, 0, 255), + other_surface: Optional[Surface] = None, + palette_colors: int = 1, +) -> Mask: ... + +class Mask: + def __init__(self, size: _Coordinate, fill: bool = False) -> None: ... + def copy(self) -> Mask: ... + def get_size(self) -> Tuple[int, int]: ... + def get_rect(self, **kwargs: Any) -> Rect: ... # Dict type needs to be completed + def get_at(self, pos: _Coordinate) -> int: ... + def set_at(self, pos: _Coordinate, value: int = 1) -> None: ... + def overlap(self, other: Mask, offset: _Offset) -> Union[Tuple[int, int], None]: ... + def overlap_area(self, other: Mask, offset: _Coordinate) -> int: ... + def overlap_mask(self, other: Mask, offset: _Coordinate) -> Mask: ... + def fill(self) -> None: ... + def clear(self) -> None: ... + def invert(self) -> None: ... + def scale(self, size: _Coordinate) -> Mask: ... + def draw(self, other: Mask, offset: _Coordinate) -> None: ... + def erase(self, other: Mask, offset: _Coordinate) -> None: ... + def count(self) -> int: ... + def centroid(self) -> Tuple[int, int]: ... + def angle(self) -> float: ... + def outline(self, every: int = 1) -> List[Tuple[int, int]]: ... + def convolve( + self, + other: Mask, + output: Optional[Mask] = None, + offset: _Coordinate = (0, 0), + ) -> Mask: ... + def connected_component( + self, pos: Union[List[int], Tuple[int, int]] = ... + ) -> Mask: ... + def connected_components(self, minimum: int = 0) -> List[Mask]: ... + def get_bounding_rects(self) -> Rect: ... + def to_surface( + self, + surface: Optional[Surface] = None, + setsurface: Optional[Surface] = None, + unsetsurface: Optional[Surface] = None, + setcolor: _ToSurfaceColorValue = (255, 255, 255, 255), + unsetcolor: _ToSurfaceColorValue = (0, 0, 0, 255), + dest: Union[_RectValue, _Coordinate] = (0, 0), + ) -> Surface: ... diff --git a/EXE version/main/pygame/math.cp39-win_amd64.pyd b/EXE version/main/pygame/math.cp39-win_amd64.pyd new file mode 100644 index 00000000..a3cec530 Binary files /dev/null and b/EXE version/main/pygame/math.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/math.pyi b/EXE version/main/pygame/math.pyi new file mode 100644 index 00000000..07fc4ee9 --- /dev/null +++ b/EXE version/main/pygame/math.pyi @@ -0,0 +1,268 @@ +from typing import Optional, Union, Tuple, List, overload, Sequence + +class _VectorElementwiseProxy2: + def __add__( + self, other: Union[float, Vector2, _VectorElementwiseProxy2] + ) -> Vector2: ... + def __radd__( + self, other: Union[float, Vector2, _VectorElementwiseProxy2] + ) -> Vector2: ... + def __sub__( + self, other: Union[float, Vector2, _VectorElementwiseProxy2] + ) -> Vector2: ... + def __rsub__( + self, other: Union[float, Vector2, _VectorElementwiseProxy2] + ) -> Vector2: ... + def __mul__( + self, other: Union[float, Vector2, _VectorElementwiseProxy2] + ) -> Vector2: ... + def __rmul__( + self, other: Union[float, Vector2, _VectorElementwiseProxy2] + ) -> Vector2: ... + def __truediv__( + self, other: Union[float, Vector2, _VectorElementwiseProxy2] + ) -> Vector2: ... + def __rtruediv__( + self, other: Union[float, Vector2, _VectorElementwiseProxy2] + ) -> Vector2: ... + def __floordiv__( + self, other: Union[float, Vector2, _VectorElementwiseProxy2] + ) -> Vector2: ... + def __rfloordiv__( + self, other: Union[float, Vector2, _VectorElementwiseProxy2] + ) -> Vector2: ... + def __mod__( + self, other: Union[float, Vector2, _VectorElementwiseProxy2] + ) -> Vector2: ... + def __rmod__( + self, other: Union[float, Vector2, _VectorElementwiseProxy2] + ) -> Vector2: ... + def __pow__( + self, power: Union[float, Vector2, _VectorElementwiseProxy2] + ) -> Vector2: ... + def __rpow__( + self, power: Union[float, Vector2, _VectorElementwiseProxy2] + ) -> Vector2: ... + +class _VectorElementwiseProxy3: + def __add__( + self, other: Union[float, Vector3, _VectorElementwiseProxy3] + ) -> Vector3: ... + def __radd__( + self, other: Union[float, Vector3, _VectorElementwiseProxy3] + ) -> Vector3: ... + def __sub__( + self, other: Union[float, Vector3, _VectorElementwiseProxy3] + ) -> Vector3: ... + def __rsub__( + self, other: Union[float, Vector3, _VectorElementwiseProxy3] + ) -> Vector3: ... + def __mul__( + self, other: Union[float, Vector3, _VectorElementwiseProxy3] + ) -> Vector3: ... + def __rmul__( + self, other: Union[float, Vector3, _VectorElementwiseProxy3] + ) -> Vector3: ... + def __truediv__( + self, other: Union[float, Vector3, _VectorElementwiseProxy3] + ) -> Vector3: ... + def __rtruediv__( + self, other: Union[float, Vector3, _VectorElementwiseProxy3] + ) -> Vector3: ... + def __floordiv__( + self, other: Union[float, Vector3, _VectorElementwiseProxy3] + ) -> Vector3: ... + def __rfloordiv__( + self, other: Union[float, Vector3, _VectorElementwiseProxy3] + ) -> Vector3: ... + def __mod__( + self, other: Union[float, Vector3, _VectorElementwiseProxy3] + ) -> Vector3: ... + def __rmod__( + self, other: Union[float, Vector3, _VectorElementwiseProxy3] + ) -> Vector3: ... + def __pow__( + self, power: Union[float, Vector3, _VectorElementwiseProxy3] + ) -> Vector3: ... + def __rpow__( + self, power: Union[float, Vector3, _VectorElementwiseProxy3] + ) -> Vector3: ... + +def enable_swizzling() -> None: ... +def disable_swizzling() -> None: ... + +class Vector2: + x: float + y: float + xx: Vector2 + xy: Vector2 + yx: Vector2 + yy: Vector2 + __hash__: None # type: ignore + @overload + def __init__( + self, + x: Union[float, Tuple[float, float, float], List[float], Vector2] = 0, + ) -> None: ... + @overload + def __init__( + self, + x: float, + y: float, + ) -> None: ... + def __setitem__(self, key: int, value: float) -> None: ... + @overload + def __getitem__(self, i: int) -> float: ... + @overload + def __getitem__(self, s: slice) -> List[float]: ... + def __add__(self, other: Vector2) -> Vector2: ... + def __sub__(self, other: Vector2) -> Vector2: ... + @overload + def __mul__(self, other: Vector2) -> float: ... + @overload + def __mul__(self, other: float) -> Vector2: ... + def __rmul__(self, other: float) -> Vector2: ... + def __truediv__(self, other: float) -> Vector2: ... + def __floordiv__(self, other: float) -> Vector2: ... + def dot(self, other: Vector2) -> float: ... + def cross(self, other: Vector2) -> Vector2: ... + def magnitude(self) -> float: ... + def magnitude_squared(self) -> float: ... + def length(self) -> float: ... + def length_squared(self) -> float: ... + def normalize(self) -> Vector2: ... + def normalize_ip(self) -> None: ... + def is_normalized(self) -> bool: ... + def scale_to_length(self, value: float) -> None: ... + def reflect(self, other: Vector2) -> Vector2: ... + def reflect_ip(self, other: Vector2) -> None: ... + def distance_to(self, other: Union[Vector2, Sequence[float]]) -> float: ... + def distance_squared_to(self, other: Vector2) -> float: ... + def lerp(self, other: Vector2, value: float) -> Vector2: ... + def slerp(self, other: Vector2, value: float) -> Vector2: ... + def elementwise(self) -> _VectorElementwiseProxy2: ... + def rotate(self, angle: float) -> Vector2: ... + def rotate_rad(self, angle: float) -> Vector2: ... + def rotate_ip(self, angle: float) -> None: ... + def rotate_ip_rad(self, angle: float) -> None: ... + def angle_to(self, other: Vector2) -> float: ... + def as_polar(self) -> Tuple[float, float]: ... + def from_polar( + self, polar_value: Union[List[float], Tuple[float, float]] + ) -> None: ... + def update( + self, + x: Union[float, Vector2, Tuple[float, float], List[float]] = 0, + y: float = 0, + ) -> None: ... + +class Vector3: + x: float + y: float + z: float + xx: Vector2 + xy: Vector2 + xz: Vector2 + yx: Vector2 + yy: Vector2 + yz: Vector2 + zx: Vector2 + zy: Vector2 + zz: Vector2 + xxx: Vector3 + xxy: Vector3 + xxz: Vector3 + xyx: Vector3 + xyy: Vector3 + xyz: Vector3 + xzx: Vector3 + xzy: Vector3 + xzz: Vector3 + yxx: Vector3 + yxy: Vector3 + yxz: Vector3 + yyx: Vector3 + yyy: Vector3 + yyz: Vector3 + yzx: Vector3 + yzy: Vector3 + yzz: Vector3 + zxx: Vector3 + zxy: Vector3 + zxz: Vector3 + zyx: Vector3 + zyy: Vector3 + zyz: Vector3 + zzx: Vector3 + zzy: Vector3 + zzz: Vector3 + __hash__: None # type: ignore + @overload + def __init__( + self, + xyz: Union[float, Tuple[float, float, float], List[float], Vector3] = 0, + ) -> None: ... + @overload + def __init__( + self, + x: float, + y: float, + z: float, + ) -> None: ... + def __setitem__(self, key: int, value: float) -> None: ... + @overload + def __getitem__(self, i: int) -> float: ... + @overload + def __getitem__(self, s: slice) -> List[float]: ... + def __add__(self, other: Vector3) -> Vector3: ... + def __sub__(self, other: Vector3) -> Vector3: ... + @overload + def __mul__(self, other: Vector3) -> float: ... + @overload + def __mul__(self, other: float) -> Vector3: ... + def __rmul__(self, other: float) -> Vector3: ... + def __truediv__(self, other: float) -> Vector3: ... + def __floordiv__(self, other: float) -> Vector3: ... + def dot(self, other: Vector3) -> float: ... + def cross(self, other: Vector3) -> Vector3: ... + def magnitude(self) -> float: ... + def magnitude_squared(self) -> float: ... + def length(self) -> float: ... + def length_squared(self) -> float: ... + def normalize(self) -> Vector3: ... + def normalize_ip(self) -> None: ... + def is_normalized(self) -> bool: ... + def scale_to_length(self, value: float) -> None: ... + def reflect(self, other: Vector3) -> Vector3: ... + def reflect_ip(self, other: Vector3) -> None: ... + def distance_to(self, other: Vector3) -> float: ... + def distance_squared_to(self, other: Vector3) -> float: ... + def lerp(self, other: Vector3, value: float) -> Vector3: ... + def slerp(self, other: Vector3, value: float) -> Vector3: ... + def elementwise(self) -> _VectorElementwiseProxy3: ... + def rotate(self, angle: float, axis: Vector3) -> Vector3: ... + def rotate_rad(self, angle: float, axis: Vector3) -> Vector3: ... + def rotate_ip(self, angle: float, axis: Vector3) -> None: ... + def rotate_ip_rad(self, angle: float, axis: Vector3) -> None: ... + def rotate_x(self, angle: float) -> Vector3: ... + def rotate_x_rad(self, angle: float) -> Vector3: ... + def rotate_x_ip(self, angle: float) -> None: ... + def rotate_x_ip_rad(self, angle: float) -> None: ... + def rotate_y(self, angle: float) -> Vector3: ... + def rotate_y_rad(self, angle: float) -> Vector3: ... + def rotate_y_ip(self, angle: float) -> None: ... + def rotate_y_ip_rad(self, angle: float) -> None: ... + def rotate_z(self, angle: float) -> Vector3: ... + def rotate_z_rad(self, angle: float) -> Vector3: ... + def rotate_z_ip(self, angle: float) -> None: ... + def rotate_z_ip_rad(self, angle: float) -> None: ... + def angle_to(self, other: Vector3) -> float: ... + def as_spherical(self) -> Tuple[float, float, float]: ... + def from_spherical(self, spherical: Tuple[float, float, float]) -> None: ... + @overload + def update( + self, + xyz: Union[float, Tuple[float, float, float], List[float], Vector3] = 0, + ) -> None: ... + @overload + def update(self, x: int, y: int, z: int) -> None: ... diff --git a/EXE version/main/pygame/midi.pyi b/EXE version/main/pygame/midi.pyi new file mode 100644 index 00000000..1d1f503e --- /dev/null +++ b/EXE version/main/pygame/midi.pyi @@ -0,0 +1,49 @@ +from typing import Optional, List, Tuple, Union, Sequence + +from pygame.event import Event + +MIDIIN: int +MIDIOUT: int + +class MidiException(Exception): + def __init__(self, errno: str) -> None: ... + +def init() -> None: ... +def quit() -> None: ... +def get_init() -> bool: ... +def get_count() -> int: ... +def get_default_input_id() -> int: ... +def get_default_output_id() -> int: ... +def get_device_info(an_id: int) -> Tuple[str, str, int, int, int]: ... +def midis2events( + midi_events: Sequence[Sequence[Union[Sequence[int], int]]], device_id: int +) -> List[Event]: ... +def time() -> int: ... +def frequency_to_midi(frequency: float) -> int: ... +def midi_to_frequency(midi_note: int) -> float: ... +def midi_to_ansi_note(midi_note: int) -> str: ... + +class Input: + device_id: int + def __init__(self, device_id: int, buffer_size: int = 4096) -> None: ... + def close(self) -> None: ... + def pool(self) -> bool: ... + def read(self, num_events: int) -> List[List[Union[List[int], int]]]: ... + +class Output: + device_id: int + def __init__( + self, + device_id: int, + latency: int = 0, + buffersize: int = 4096, + ) -> None: ... + def abort(self) -> None: ... + def close(self) -> None: ... + def note_off(self, note: int, velocity: int = 0, channel: int = 0) -> None: ... + def note_on(self, note: int, velocity: int = 0, channel: int = 0) -> None: ... + def set_instrument(self, instrument_id: int, channel: int = 0) -> None: ... + def pitch_bend(self, value: int = 0, channel: int = 0) -> None: ... + def write(self, data: List[List[Union[List[int], int]]]) -> None: ... + def write_short(self, status: int, data1: int = 0, data2: int = 0) -> None: ... + def write_sys_ex(self, msg: Union[List[int], str], when: int) -> None: ... diff --git a/EXE version/main/pygame/mixer.cp39-win_amd64.pyd b/EXE version/main/pygame/mixer.cp39-win_amd64.pyd new file mode 100644 index 00000000..20440c9c Binary files /dev/null and b/EXE version/main/pygame/mixer.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/mixer.pyi b/EXE version/main/pygame/mixer.pyi new file mode 100644 index 00000000..537ad4c0 --- /dev/null +++ b/EXE version/main/pygame/mixer.pyi @@ -0,0 +1,91 @@ +import sys +from typing import Optional, Union, Tuple, Any, overload, IO + +if sys.version_info >= (3, 6): + from os import PathLike + + AnyPath = Union[str, bytes, PathLike[str], PathLike[bytes]] +else: + AnyPath = Union[Text, bytes] + +from pygame.event import Event +from . import music as music +import numpy + +def init( + frequency: int = 44100, + size: int = -16, + channels: int = 2, + buffer: int = 512, + devicename: Optional[str] = None, + allowedchanges: int = 5, +) -> None: ... +def pre_init( + frequency: int = 44100, + size: int = -16, + channels: int = 2, + buffer: int = 512, + devicename: Optional[str] = None, + allowedchanges: int = 5, +) -> None: ... +def quit() -> None: ... +def get_init() -> Tuple[int, int, int]: ... +def stop() -> None: ... +def pause() -> None: ... +def unpause() -> None: ... +def fadeout(time: int) -> None: ... +def set_num_channels(count: int) -> None: ... +def get_num_channels() -> int: ... +def set_reserved() -> int: ... +def find_channel(force: bool) -> Channel: ... +def get_busy() -> bool: ... +def get_sdl_mixer_version(linked: bool) -> Tuple[int, int, int]: ... + +class Sound: + @overload + def __init__(self, file: Union[AnyPath, IO[Any]]) -> None: ... + @overload + def __init__( + self, buffer: Any + ) -> None: ... # Buffer protocol is still not implemented in typing + @overload + def __init__( + self, array: numpy.ndarray + ) -> None: ... # Buffer protocol is still not implemented in typing + def play( + self, + loops: int = 0, + maxtime: int = 0, + fade_ms: int = 0, + ) -> Channel: ... + def stop(self) -> None: ... + def fadeout(self, time: int) -> None: ... + def set_volume(self, value: float) -> None: ... + def get_volume(self) -> float: ... + def get_num_channels(self) -> int: ... + def get_length(self) -> float: ... + def get_raw(self) -> bytes: ... + +class Channel: + def __init__(self, id: int) -> None: ... + def play( + self, + sound: Sound, + loops: int = 0, + maxtime: int = 0, + fade_ms: int = 0, + ) -> None: ... + def stop(self) -> None: ... + def pause(self) -> None: ... + def unpause(self) -> None: ... + def fadeout(self, time: int) -> None: ... + @overload + def set_volume(self, value: float) -> None: ... + @overload + def set_volume(self, left: float, right: float) -> None: ... + def get_volume(self) -> float: ... + def get_busy(self) -> bool: ... + def get_sound(self) -> Sound: ... + def get_queue(self) -> Sound: ... + def set_endevent(self, type: Union[int, Event] = 0) -> None: ... + def get_endevent(self) -> int: ... diff --git a/EXE version/main/pygame/mixer_music.cp39-win_amd64.pyd b/EXE version/main/pygame/mixer_music.cp39-win_amd64.pyd new file mode 100644 index 00000000..e0dc5584 Binary files /dev/null and b/EXE version/main/pygame/mixer_music.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/mouse.cp39-win_amd64.pyd b/EXE version/main/pygame/mouse.cp39-win_amd64.pyd new file mode 100644 index 00000000..da546a15 Binary files /dev/null and b/EXE version/main/pygame/mouse.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/mouse.pyi b/EXE version/main/pygame/mouse.pyi new file mode 100644 index 00000000..8f9a4a40 --- /dev/null +++ b/EXE version/main/pygame/mouse.pyi @@ -0,0 +1,35 @@ +from typing import Tuple, Union, List, overload, Sequence + +from pygame.cursors import Cursor +from pygame.surface import Surface + +def get_pressed(num_buttons: int = 3) -> Union[Tuple[bool, bool, bool], Tuple[bool, bool, bool, bool, bool]]: ... +def get_pos() -> Tuple[int, int]: ... +def get_rel() -> Tuple[int, int]: ... +@overload +def set_pos(pos: Union[List[float], Tuple[float, float]]) -> None: ... +@overload +def set_pos(x: float, y: float) -> None: ... +def set_visible(value: bool) -> int: ... +def get_visible() -> bool: ... +def get_focused() -> bool: ... + + +@overload +def set_cursor(cursor: Cursor) -> None: ... +@overload +def set_cursor(constant: int) -> None: ... +@overload +def set_cursor( + size: Union[Tuple[int, int], List[int]], + hotspot: Union[Tuple[int, int], List[int]], + xormasks: Sequence[int], + andmasks: Sequence[int], + ) -> None: ... +@overload +def set_cursor(hotspot: Union[Tuple[int, int], List[int]], + surface: Surface, + ) -> None: ... + +def get_cursor() -> Cursor: ... +def set_system_cursor(cursor: int) -> None: ... diff --git a/EXE version/main/pygame/music.pyi b/EXE version/main/pygame/music.pyi new file mode 100644 index 00000000..16b6172a --- /dev/null +++ b/EXE version/main/pygame/music.pyi @@ -0,0 +1,18 @@ +from typing import Optional + +def load(filename: str) -> None: ... +def unload() -> None: ... +def play(loops: int = 0, start: float = 0.0, fade_ms: int = 0) -> None: ... +def rewind() -> None: ... +def stop() -> None: ... +def pause() -> None: ... +def unpause() -> None: ... +def fadeout(time: int) -> None: ... +def set_volume(volume: float) -> None: ... +def get_volume() -> float: ... +def get_busy() -> bool: ... +def set_pos(pos: float) -> None: ... +def get_pos() -> int: ... +def queue(filename: str) -> None: ... +def set_endevent(event_type: int) -> None: ... +def get_endevent() -> int: ... diff --git a/EXE version/main/pygame/pixelarray.cp39-win_amd64.pyd b/EXE version/main/pygame/pixelarray.cp39-win_amd64.pyd new file mode 100644 index 00000000..27c759a5 Binary files /dev/null and b/EXE version/main/pygame/pixelarray.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/pixelarray.pyi b/EXE version/main/pygame/pixelarray.pyi new file mode 100644 index 00000000..a10dbd20 --- /dev/null +++ b/EXE version/main/pygame/pixelarray.pyi @@ -0,0 +1,38 @@ +from typing import Tuple, Union, List, Optional, Sequence + +from pygame.color import Color +from pygame.surface import Surface + +_ColorValue = Union[ + Color, Tuple[int, int, int], List[int], int, Tuple[int, int, int, int] +] + +class PixelArray: + surface: Surface + itemsize: int + ndim: int + shape: Tuple[int, ...] + strides: Tuple[int, ...] + def __init__(self, surface: Surface) -> None: ... + def make_surface(self) -> Surface: ... + def replace( + self, + color: _ColorValue, + repcolor: _ColorValue, + distance: float = 0, + weights: Sequence[float] = (0.299, 0.587, 0.114), + ) -> None: ... + def extract( + self, + color: _ColorValue, + distance: float = 0, + weights: Sequence[float] = (0.299, 0.587, 0.114), + ) -> PixelArray: ... + def compare( + self, + array: PixelArray, + distance: float = 0, + weights: Sequence[float] = (0.299, 0.587, 0.114), + ) -> PixelArray: ... + def transpose(self) -> PixelArray: ... + def close(self) -> PixelArray: ... diff --git a/EXE version/main/pygame/pixelcopy.cp39-win_amd64.pyd b/EXE version/main/pygame/pixelcopy.cp39-win_amd64.pyd new file mode 100644 index 00000000..5ebe0430 Binary files /dev/null and b/EXE version/main/pygame/pixelcopy.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/pixelcopy.pyi b/EXE version/main/pygame/pixelcopy.pyi new file mode 100644 index 00000000..bf7dc315 --- /dev/null +++ b/EXE version/main/pygame/pixelcopy.pyi @@ -0,0 +1,24 @@ +from typing import Optional +import sys + +if sys.version_info >= (3, 8): + from typing import Literal +else: + from typing_extensions import Literal +import numpy +from pygame.surface import Surface + +_kind = Literal["P", "p", "R", "r", "G", "g", "B", "b", "A", "a", "C", "c"] + +def surface_to_array( + array: numpy.ndarray, + surface: Surface, + kind: _kind = "P", + opaque: int = 255, + clear: int = 0, +) -> None: ... +def array_to_surface(surface: Surface, array: numpy.ndarray) -> None: ... +def map_to_array( + array1: numpy.ndarray, array2: numpy.ndarray, surface: Surface +) -> None: ... +def make_surface(array: numpy.ndarray) -> Surface: ... diff --git a/EXE version/main/pygame/portmidi.dll b/EXE version/main/pygame/portmidi.dll new file mode 100644 index 00000000..cc4361c3 Binary files /dev/null and b/EXE version/main/pygame/portmidi.dll differ diff --git a/EXE version/main/pygame/py.typed b/EXE version/main/pygame/py.typed new file mode 100644 index 00000000..e69de29b diff --git a/EXE version/main/pygame/pygame.ico b/EXE version/main/pygame/pygame.ico new file mode 100644 index 00000000..06f699e0 Binary files /dev/null and b/EXE version/main/pygame/pygame.ico differ diff --git a/EXE version/main/pygame/pygame_icon.bmp b/EXE version/main/pygame/pygame_icon.bmp new file mode 100644 index 00000000..74aea77d Binary files /dev/null and b/EXE version/main/pygame/pygame_icon.bmp differ diff --git a/EXE version/main/pygame/pygame_icon.icns b/EXE version/main/pygame/pygame_icon.icns new file mode 100644 index 00000000..2610a8d7 Binary files /dev/null and b/EXE version/main/pygame/pygame_icon.icns differ diff --git a/EXE version/main/pygame/pygame_icon.svg b/EXE version/main/pygame/pygame_icon.svg new file mode 100644 index 00000000..bbee79db --- /dev/null +++ b/EXE version/main/pygame/pygame_icon.svg @@ -0,0 +1,259 @@ + + +image/svg+xml + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/EXE version/main/pygame/pygame_icon.tiff b/EXE version/main/pygame/pygame_icon.tiff new file mode 100644 index 00000000..e7791433 Binary files /dev/null and b/EXE version/main/pygame/pygame_icon.tiff differ diff --git a/EXE version/main/pygame/rect.cp39-win_amd64.pyd b/EXE version/main/pygame/rect.cp39-win_amd64.pyd new file mode 100644 index 00000000..5da75a0b Binary files /dev/null and b/EXE version/main/pygame/rect.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/rect.pyi b/EXE version/main/pygame/rect.pyi new file mode 100644 index 00000000..2f6689cb --- /dev/null +++ b/EXE version/main/pygame/rect.pyi @@ -0,0 +1,231 @@ +from typing import Dict, List, Sequence, Tuple, TypeVar, Union, overload, Iterable +from typing_extensions import Protocol +from pygame.math import Vector2 +from pygame.sprite import _RectStyle + +_K = TypeVar("_K") +_V = TypeVar("_V") + +_Coordinate = Union[Tuple[float, float], List[float], Vector2] +_CanBeRect = Union[ + "Rect", + Tuple[float, float, float, float], + Tuple[Tuple[float, float], Tuple[float, float]], + List[float], + List[Vector2], + Tuple[Vector2, Vector2], + Iterable[Vector2], +] +class _HasRectAttribute(Protocol): + rect: _CanBeRect +_RectValue = Union[ + _CanBeRect, _HasRectAttribute +] + +class Rect(object): + x: int + y: int + top: int + left: int + bottom: int + right: int + topleft: Tuple[int, int] + bottomleft: Tuple[int, int] + topright: Tuple[int, int] + bottomright: Tuple[int, int] + midtop: Tuple[int, int] + midleft: Tuple[int, int] + midbottom: Tuple[int, int] + midright: Tuple[int, int] + center: Tuple[int, int] + centerx: int + centery: int + size: Tuple[int, int] + width: int + height: int + w: int + h: int + __hash__: None # type: ignore + @overload + def __init__( + self, left: float, top: float, width: float, height: float + ) -> None: ... + @overload + def __init__( + self, + left_top: Union[List[float], Tuple[float, float], Vector2], + width_height: Union[List[float], Tuple[float, float], Vector2], + ) -> None: ... + @overload + def __init__( + self, + left_top_width_height: Union[Rect, Tuple[float, float, float, float], List[float]] + ) -> None: ... + @overload + def __getitem__(self, i: int) -> int: ... + @overload + def __getitem__(self, s: slice) -> List[int]: ... + def copy(self) -> Rect: ... + @overload + def move(self, x: float, y: float) -> Rect: ... + @overload + def move(self, move_by: _Coordinate) -> Rect: ... + @overload + def move_ip(self, x: float, y: float) -> None: ... + @overload + def move_ip(self, move_by: _Coordinate) -> None: ... + @overload + def inflate(self, x: float, y: float) -> Rect: ... + @overload + def inflate(self, inflate_by: _Coordinate) -> Rect: ... + @overload + def inflate_ip(self, x: float, y: float) -> None: ... + @overload + def inflate_ip(self, inflate_by: _Coordinate) -> None: ... + @overload + def update( + self, left: float, top: float, width: float, height: float + ) -> None: ... + @overload + def update( + self, + left_top: Union[List[float], Tuple[float, float], Vector2], + width_height: Union[List[float], Tuple[float, float], Vector2], + ) -> None: ... + @overload + def update( + self, + left_top_width_height: Union[Rect, Tuple[float, float, float, float], List[float]] + ) -> None: ... + @overload + def clamp(self, rect: Union[_RectStyle, Rect]) -> Rect: ... + @overload + def clamp( + self, + left_top: Union[List[float], Tuple[float, float], Vector2], + width_height: Union[List[float], Tuple[float, float], Vector2], + ) -> Rect: ... + @overload + def clamp(self, left: float, top: float, width: float, height: float) -> Rect: ... + @overload + def clamp_ip(self, rect: Union[_RectStyle, Rect]) -> None: ... + @overload + def clamp_ip( + self, + left_top: Union[List[float], Tuple[float, float], Vector2], + width_height: Union[List[float], Tuple[float, float], Vector2], + ) -> None: ... + @overload + def clamp_ip( + self, left: float, top: float, width: float, height: float + ) -> None: ... + @overload + def clip(self, rect: Union[_RectStyle, Rect]) -> Rect: ... + @overload + def clip( + self, + left_top: Union[List[float], Tuple[float, float], Vector2], + width_height: Union[List[float], Tuple[float, float], Vector2], + ) -> Rect: ... + @overload + def clip(self, left: float, top: float, width: float, height: float) -> Rect: ... + @overload + def clipline( + self, x1: float, x2: float, x3: float, x4: float + ) -> Union[Tuple[Tuple[int, int], Tuple[int, int]], Tuple[()]]: ... + @overload + def clipline( + self, first_coordinate: _Coordinate, second_coordinate: _Coordinate + ) -> Union[Tuple[Tuple[int, int], Tuple[int, int]], Tuple[()]]: ... + @overload + def clipline( + self, values: Union[Tuple[float, float, float, float], List[float]] + ) -> Union[Tuple[Tuple[int, int], Tuple[int, int]], Tuple[()]]: ... + @overload + def clipline( + self, coordinates: Union[Tuple[_Coordinate, _Coordinate], List[_Coordinate]] + ) -> Union[Tuple[Tuple[int, int], Tuple[int, int]], Tuple[()]]: ... + @overload + def union(self, rect: Union[_RectStyle, Rect]) -> Rect: ... + @overload + def union( + self, + left_top: Union[List[float], Tuple[float, float], Vector2], + width_height: Union[List[float], Tuple[float, float], Vector2], + ) -> Rect: ... + @overload + def union(self, left: float, top: float, width: float, height: float) -> Rect: ... + @overload + def union_ip(self, rect: Union[_RectStyle, Rect]) -> None: ... + @overload + def union_ip( + self, + left_top: Union[List[float], Tuple[float, float], Vector2], + width_height: Union[List[float], Tuple[float, float], Vector2], + ) -> None: ... + @overload + def union_ip( + self, left: float, top: float, width: float, height: float + ) -> None: ... + def unionall(self, rect: Sequence[Union[_RectStyle, Rect]]) -> Rect: ... + def unionall_ip(self, rect_sequence: Sequence[Union[_RectStyle, Rect]]) -> None: ... + @overload + def fit(self, rect: Union[_RectStyle, Rect]) -> Rect: ... + @overload + def fit( + self, + left_top: Union[List[float], Tuple[float, float], Vector2], + width_height: Union[List[float], Tuple[float, float], Vector2], + ) -> Rect: ... + @overload + def fit(self, left: float, top: float, width: float, height: float) -> Rect: ... + def normalize(self) -> None: ... + @overload + def contains(self, rect: Union[_RectStyle, Rect]) -> bool: ... + @overload + def contains( + self, + left_top: Union[List[float], Tuple[float, float], Vector2], + width_height: Union[List[float], Tuple[float, float], Vector2], + ) -> bool: ... + @overload + def contains(self, left: float, top: float, width: float, height: float) -> bool: ... + @overload + def collidepoint(self, x: float, y: float) -> bool: ... + @overload + def collidepoint(self, x_y: Union[List[float], Tuple[float, float]]) -> bool: ... + @overload + def colliderect(self, rect: Union[_RectStyle, Rect]) -> bool: ... + @overload + def colliderect( + self, + left_top: Union[List[float], Tuple[float, float], Vector2], + width_height: Union[List[float], Tuple[float, float], Vector2], + ) -> bool: ... + @overload + def colliderect( + self, left: float, top: float, width: float, height: float + ) -> bool: ... + def collidelist(self, rect_list: Sequence[Union[Rect, _RectStyle]]) -> int: ... + def collidelistall( + self, rect_list: Sequence[Union[Rect, _RectStyle]] + ) -> List[int]: ... + # Also undocumented: the dict collision methods take a 'values' argument + # that defaults to False. If it is False, the keys in rect_dict must be + # Rect-like; otherwise, the values must be Rects. + @overload + def collidedict( + self, rect_dict: Dict[_RectStyle, _V], values: bool = ... + ) -> Tuple[_RectStyle, _V]: ... + @overload + def collidedict( + self, rect_dict: Dict[_K, "Rect"], values: bool + ) -> Tuple[_K, "Rect"]: ... + @overload + def collidedictall( + self, rect_dict: Dict[_RectStyle, _V], values: bool = ... + ) -> List[Tuple[_RectStyle, _V]]: ... + @overload + def collidedictall( + self, rect_dict: Dict[_K, "Rect"], values: bool + ) -> List[Tuple[_K, "Rect"]]: ... diff --git a/EXE version/main/pygame/rwobject.cp39-win_amd64.pyd b/EXE version/main/pygame/rwobject.cp39-win_amd64.pyd new file mode 100644 index 00000000..8ad53f2d Binary files /dev/null and b/EXE version/main/pygame/rwobject.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/scrap.cp39-win_amd64.pyd b/EXE version/main/pygame/scrap.cp39-win_amd64.pyd new file mode 100644 index 00000000..4b0a16eb Binary files /dev/null and b/EXE version/main/pygame/scrap.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/scrap.pyi b/EXE version/main/pygame/scrap.pyi new file mode 100644 index 00000000..7905ce60 --- /dev/null +++ b/EXE version/main/pygame/scrap.pyi @@ -0,0 +1,10 @@ +from typing import AnyStr, List + +def init() -> None: ... +def get_init() -> bool: ... +def get(data_type: str) -> AnyStr: ... +def get_types() -> List[str]: ... +def put(data_type: str, data: AnyStr) -> None: ... +def contains(data_type: str) -> bool: ... +def lost() -> bool: ... +def set_mode(mode: int) -> None: ... diff --git a/EXE version/main/pygame/sndarray.pyi b/EXE version/main/pygame/sndarray.pyi new file mode 100644 index 00000000..789ab733 --- /dev/null +++ b/EXE version/main/pygame/sndarray.pyi @@ -0,0 +1,10 @@ +from typing import Tuple +from pygame.mixer import Sound +import numpy + +def array(sound: Sound) -> numpy.ndarray: ... +def samples(sound: Sound) -> numpy.ndarray: ... +def make_sound(array: numpy.ndarray) -> Sound: ... +def use_arraytype(arraytype: str) -> Sound: ... +def get_arraytype() -> str: ... +def get_arraytypes() -> Tuple[str]: ... diff --git a/EXE version/main/pygame/sprite.pyi b/EXE version/main/pygame/sprite.pyi new file mode 100644 index 00000000..caa890d6 --- /dev/null +++ b/EXE version/main/pygame/sprite.pyi @@ -0,0 +1,154 @@ +from typing import ( + List, + Dict, + Any, + Union, + Tuple, + Optional, + Callable, + SupportsFloat, + Iterator, + Sequence, + Iterable, +) + +from pygame.rect import Rect +from pygame.surface import Surface + +_RectStyle = Union[ + Tuple[float, float, float, float], + Tuple[Tuple[float, float], Tuple[float, float]], + List[float], + Rect, +] + +# Some functions violate Liskov substitution principle so mypy will throw errors for this file, but this are the +# best type hints I could do + +class Sprite: + image: Optional[Surface] = None + rect: Optional[Rect] = None + def __init__(self, *groups: AbstractGroup) -> None: ... + def update(self, *args: Any, **kwargs: Any) -> None: ... + def add(self, *groups: AbstractGroup) -> None: ... + def remove(self, *groups: AbstractGroup) -> None: ... + def kill(self) -> None: ... + def alive(self) -> bool: ... + def groups(self) -> List[AbstractGroup]: ... + +class DirtySprite(Sprite): + dirty: int + blendmode: int + source_rect: Rect + visible: int + _layer: int + def _set_visible(self, value: int) -> None: ... + def _get_visible(self) -> int: ... + +class AbstractGroup: + spritedict: Dict[Sprite, int] + lostsprites: List[int] # I think + def __init__(self) -> None: ... + def __len__(self) -> int: ... + def __iter__(self) -> Iterator[Sprite]: ... + def copy(self) -> AbstractGroup: ... + def sprites(self) -> List[Sprite]: ... + def add( + self, + *sprites: Union[Sprite, AbstractGroup, Iterable[Union[Sprite, AbstractGroup]]] + ) -> None: ... + def remove(self, *sprites: Sprite) -> None: ... + def has(self, *sprites: Sprite) -> bool: ... + def update(self, *args: Any, **kwargs: Any) -> None: ... + def draw(self, surface: Surface) -> None: ... + def clear(self, surface_dest: Surface, background: Surface) -> None: ... + def empty(self) -> None: ... + +class Group(AbstractGroup): + def __init__(self, *sprites: Union[Sprite, Sequence[Sprite]]) -> None: ... + def copy(self) -> Group: ... + +class RenderPlain(Group): + def copy(self) -> RenderPlain: ... + +class RenderClear(Group): + def copy(self) -> RenderClear: ... + +class RenderUpdates(Group): + def copy(self) -> RenderUpdates: ... + def draw(self, surface: Surface) -> List[Rect]: ... + +class OrderedUpdates(RenderUpdates): + def copy(self) -> OrderedUpdates: ... + +class LayeredUpdates(AbstractGroup): + def __init__(self, *sprites: Sprite, **kwargs: Any) -> None: ... + def copy(self) -> LayeredUpdates: ... + def add(self, *sprites: Sprite, **kwargs: Any) -> None: ... + def draw(self, surface: Surface) -> List[Rect]: ... + def get_sprites_at( + self, pos: Union[Tuple[int, int], List[int]] + ) -> List[Sprite]: ... + def get_sprite(self, idx: int) -> Sprite: ... + def remove_sprites_of_layer(self, layer_nr: int) -> List[Sprite]: ... + def layers(self) -> List[int]: ... + def change_layer(self, sprite: Sprite, new_layer: int) -> None: ... + def get_layer_of_sprite(self, sprite: Sprite) -> int: ... + def get_top_layer(self) -> int: ... + def get_bottom_layer(self) -> int: ... + def move_to_front(self, sprite: Sprite) -> None: ... + def move_to_back(self, sprite: Sprite) -> None: ... + def get_top_sprite(self) -> Sprite: ... + def get_sprites_from_layer(self, layer: int) -> List[Sprite]: ... + def switch_layer(self, layer1_nr: int, layer2_nr: int) -> None: ... + +class LayeredDirty(LayeredUpdates): + def __init__(self, *sprites: DirtySprite, **kwargs: Any) -> None: ... + def copy(self) -> LayeredDirty: ... + def draw(self, surface: Surface, bgd: Optional[Surface] = None) -> List[Rect]: ... + def clear(self, surface: Surface, bgd: Surface) -> None: ... + def repaint_rect(self, screen_rect: _RectStyle) -> None: ... + def set_clip(self, screen_rect: Optional[_RectStyle] = None) -> None: ... + def get_clip(self) -> Rect: ... + def set_timing_treshold( + self, time_ms: SupportsFloat + ) -> None: ... # This actually accept any value + +class GroupSingle(AbstractGroup): + sprite: Sprite + def __init__(self, sprite: Optional[Sprite] = None) -> None: ... + def copy(self) -> GroupSingle: ... + +def spritecollide( + sprite: Sprite, + group: AbstractGroup, + dokill: bool, + collided: Optional[Callable[[Sprite, Sprite], bool]] = None, +) -> List[Sprite]: ... +def collide_rect(left: Sprite, right: Sprite) -> bool: ... + +class collide_rect_ratio: + ratio: float + def __init__(self, ratio: float) -> None: ... + def __call__(self, left: Sprite, right: Sprite) -> bool: ... + +def collide_circle(left: Sprite, right: Sprite) -> bool: ... + +class collide_circle_ratio: + ratio: float + def __init__(self, ratio: float) -> None: ... + def __call__(self, left: Sprite, right: Sprite) -> bool: ... + +def collide_mask(sprite1: Sprite, sprite2: Sprite) -> Tuple[int, int]: ... +def groupcollide( + group1: AbstractGroup, + group2: AbstractGroup, + dokill: bool, + dokill2: bool, + collided: Optional[Callable[[Sprite, Sprite], bool]] = None, +) -> Dict[Sprite, Sprite]: ... +def spritecollideany( + sprite: Sprite, + group: AbstractGroup, + collided: Optional[Callable[[Sprite, Sprite], bool]] = None, +) -> Sprite: ... diff --git a/EXE version/main/pygame/surface.cp39-win_amd64.pyd b/EXE version/main/pygame/surface.cp39-win_amd64.pyd new file mode 100644 index 00000000..c3dd389b Binary files /dev/null and b/EXE version/main/pygame/surface.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/surface.pyi b/EXE version/main/pygame/surface.pyi new file mode 100644 index 00000000..8c930b33 --- /dev/null +++ b/EXE version/main/pygame/surface.pyi @@ -0,0 +1,136 @@ +from typing import Any, List, Optional, Sequence, Text, Tuple, Union, overload, Iterable +from typing_extensions import Protocol +from pygame.bufferproxy import BufferProxy +from pygame.color import Color +from pygame.rect import Rect + +from pygame.math import Vector2 +from pygame.sprite import _RectStyle + +_ColorInput = Union[ + Color, str, List[int], Tuple[int, int, int], Tuple[int, int, int, int] +] +_RgbaOutput = Tuple[int, int, int, int] +_CanBeRect = Union[ + Rect, + Tuple[float, float, float, float], + Tuple[Tuple[float, float], Tuple[float, float]], + List[float], + List[Vector2], + Tuple[Vector2, Vector2], + Iterable[Vector2], +] +class _HasRectAttribute(Protocol): + rect: _CanBeRect +_RectValue = Union[ + _CanBeRect, _HasRectAttribute +] +_Coordinate = Union[Tuple[float, float], List[float], Vector2] + +class Surface(object): + _pixels_address: int + @overload + def __init__( + self, + size: _Coordinate, + flags: int = ..., + depth: int = ..., + masks: Optional[_ColorInput] = ..., + ) -> None: ... + @overload + def __init__( + self, size: _Coordinate, flags: int = ..., surface: Surface = ..., + ) -> None: ... + def blit( + self, + source: Surface, + dest: Union[Sequence[float], Rect], + area: Optional[Rect] = ..., + special_flags: int = ..., + ) -> Rect: ... + def blits( + self, + sequence: Sequence[Union[Tuple[Surface, Rect], + Tuple[Surface, Rect, Rect], + Tuple[Surface, Rect, int], + Tuple[Surface, Rect, Rect, int]]], + doreturn: Union[int, bool] + ) -> Union[List[Rect], None]: ... + @overload + def convert(self, surface: Surface) -> Surface: ... + @overload + def convert(self, depth: int, flags: int = ...) -> Surface: ... + @overload + def convert(self, masks: _ColorInput, flags: int = ...) -> Surface: ... + @overload + def convert(self) -> Surface: ... + @overload + def convert_alpha(self, surface: Surface) -> Surface: ... + @overload + def convert_alpha(self) -> Surface: ... + def copy(self) -> Surface: ... + def fill( + self, + color: _ColorInput, + rect: Optional[_RectStyle] = ..., + special_flags: int = ..., + ) -> Rect: ... + def scroll(self, dx: int = ..., dy: int = ...) -> None: ... + @overload + def set_colorkey(self, color: _ColorInput, flags: int = ...) -> None: ... + @overload + def set_colorkey(self, color: None) -> None: ... + def get_colorkey(self) -> Optional[_RgbaOutput]: ... + @overload + def set_alpha(self, value: int, flags: int = ...) -> None: ... + @overload + def set_alpha(self, value: None) -> None: ... + def get_alpha(self) -> Optional[int]: ... + def lock(self) -> None: ... + def unlock(self) -> None: ... + def mustlock(self) -> bool: ... + def get_locked(self) -> bool: ... + def get_locks(self) -> Tuple[Any, ...]: ... + def get_at(self, x_y: Sequence[int]) -> _RgbaOutput: ... + def set_at(self, x_y: Sequence[int], color: _ColorInput) -> None: ... + def get_at_mapped(self, x_y: Sequence[int]) -> int: ... + def get_palette(self) -> List[_RgbaOutput]: ... + def get_palette_at(self, index: int) -> _RgbaOutput: ... + def set_palette(self, palette: List[_ColorInput]) -> None: ... + def set_palette_at(self, index: int, color: _ColorInput) -> None: ... + def map_rgb(self, color: _ColorInput) -> int: ... + def unmap_rgb(self, mapped_int: int) -> _RgbaOutput: ... + def set_clip(self, rect: Optional[Rect]) -> None: ... + def get_clip(self) -> Rect: ... + @overload + def subsurface(self, rect: Union[_RectStyle, Rect]) -> Surface: ... + @overload + def subsurface( + self, + left_top: Union[List[float], Tuple[float, float], Vector2], + width_height: Union[List[float], Tuple[float, float], Vector2], + ) -> Surface: ... + @overload + def subsurface( + self, left: float, top: float, width: float, height: float + ) -> Surface: ... + def get_parent(self) -> Surface: ... + def get_abs_parent(self) -> Surface: ... + def get_offset(self) -> Tuple[int, int]: ... + def get_abs_offset(self) -> Tuple[int, int]: ... + def get_size(self) -> Tuple[int, int]: ... + def get_width(self) -> int: ... + def get_height(self) -> int: ... + def get_rect(self, **kwargs: Any) -> Rect: ... + def get_bitsize(self) -> int: ... + def get_bytesize(self) -> int: ... + def get_flags(self) -> int: ... + def get_pitch(self) -> int: ... + def get_masks(self) -> _RgbaOutput: ... + def set_masks(self, color: _ColorInput) -> None: ... + def get_shifts(self) -> _RgbaOutput: ... + def set_shifts(self, color: _ColorInput) -> None: ... + def get_losses(self) -> _RgbaOutput: ... + def get_bounding_rect(self, min_alpha: int = ...) -> Rect: ... + def get_view(self, kind: Text = ...) -> BufferProxy: ... + def get_buffer(self) -> BufferProxy: ... diff --git a/EXE version/main/pygame/surfarray.pyi b/EXE version/main/pygame/surfarray.pyi new file mode 100644 index 00000000..85c33538 --- /dev/null +++ b/EXE version/main/pygame/surfarray.pyi @@ -0,0 +1,20 @@ +from typing import Tuple +from pygame.surface import Surface +import numpy + +def array2d(surface: Surface) -> numpy.ndarray: ... +def pixels2d(surface: Surface) -> numpy.ndarray: ... +def array3d(surface: Surface) -> numpy.ndarray: ... +def pixels3d(surface: Surface) -> numpy.ndarray: ... +def array_alpha(surface: Surface) -> numpy.ndarray: ... +def pixels_alpha(surface: Surface) -> numpy.ndarray: ... +def pixels_red(surface: Surface) -> numpy.ndarray: ... +def pixels_green(surface: Surface) -> numpy.ndarray: ... +def pixels_blue(surface: Surface) -> numpy.ndarray: ... +def array_colorkey(surface: Surface) -> numpy.ndarray: ... +def make_surface(array: numpy.ndarray) -> Surface: ... +def blit_array(surface: Surface, array: numpy.ndarray) -> None: ... +def map_array(surface: Surface, array3d: numpy.ndarray) -> numpy.ndarray: ... +def use_arraytype(arraytype: str) -> None: ... +def get_arraytype() -> str: ... +def get_arraytypes() -> Tuple[str]: ... diff --git a/EXE version/main/pygame/surflock.cp39-win_amd64.pyd b/EXE version/main/pygame/surflock.cp39-win_amd64.pyd new file mode 100644 index 00000000..f0edffca Binary files /dev/null and b/EXE version/main/pygame/surflock.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/tests/fixtures/fonts/A_PyGameMono-8.png b/EXE version/main/pygame/tests/fixtures/fonts/A_PyGameMono-8.png new file mode 100644 index 00000000..b15961f0 Binary files /dev/null and b/EXE version/main/pygame/tests/fixtures/fonts/A_PyGameMono-8.png differ diff --git a/EXE version/main/pygame/tests/fixtures/fonts/PyGameMono-18-100dpi.bdf b/EXE version/main/pygame/tests/fixtures/fonts/PyGameMono-18-100dpi.bdf new file mode 100644 index 00000000..a88f083e --- /dev/null +++ b/EXE version/main/pygame/tests/fixtures/fonts/PyGameMono-18-100dpi.bdf @@ -0,0 +1,165 @@ +STARTFONT 2.1 +FONT -FontForge-PyGameMono-Medium-R-Normal--25-180-100-100-M-250-ISO10646-1 +SIZE 18 100 100 +FONTBOUNDINGBOX 21 22 0 0 +COMMENT "Generated by fontforge, http://fontforge.sourceforge.net" +COMMENT "Created by Lenard Lindstrom,,, with FontForge 2.0 (http://fontforge.sf.net)" +STARTPROPERTIES 29 +FOUNDRY "FontForge" +FAMILY_NAME "PyGameMono" +WEIGHT_NAME "Medium" +SLANT "R" +SETWIDTH_NAME "Normal" +ADD_STYLE_NAME "" +PIXEL_SIZE 25 +POINT_SIZE 180 +RESOLUTION_X 100 +RESOLUTION_Y 100 +SPACING "M" +AVERAGE_WIDTH 250 +CHARSET_REGISTRY "ISO10646" +CHARSET_ENCODING "1" +FONTNAME_REGISTRY "" +CHARSET_COLLECTIONS "ISO10646-1" +FONT_NAME "PyGameMono" +FACE_NAME "PyGame Mono" +FONT_VERSION "001.000" +FONT_ASCENT 20 +FONT_DESCENT 5 +UNDERLINE_POSITION -2 +UNDERLINE_THICKNESS 2 +RAW_ASCENT 800 +RAW_DESCENT 200 +RELATIVE_WEIGHT 50 +RELATIVE_SETWIDTH 50 +FIGURE_WIDTH -1 +AVG_UPPERCASE_WIDTH 250 +ENDPROPERTIES +CHARS 5 +STARTCHAR .notdef +ENCODING 0 +SWIDTH 1000 0 +DWIDTH 25 0 +BBX 20 20 0 0 +BITMAP +FFFFF0 +FFFFF0 +FE07F0 +F801F0 +F000F0 +E00070 +E00070 +C00030 +C00030 +C00030 +C00030 +C00030 +C00030 +E00070 +E00070 +F000F0 +F801F0 +FE07F0 +FFFFF0 +FFFFF0 +ENDCHAR +STARTCHAR A +ENCODING 65 +SWIDTH 1000 0 +DWIDTH 25 0 +BBX 20 21 0 1 +BITMAP +03FC00 +1FFF80 +3FFFC0 +7C03E0 +F000F0 +E00070 +E00070 +F000F0 +FC03F0 +FFFFF0 +FFFFF0 +FFFFF0 +FF0FF0 +7C03F0 +7801E0 +7800E0 +7000E0 +700060 +600060 +200040 +200040 +ENDCHAR +STARTCHAR B +ENCODING 66 +SWIDTH 1000 0 +DWIDTH 25 0 +BBX 18 20 1 0 +BITMAP +FFFE00 +FFFF80 +7E0780 +7801C0 +7000C0 +3000C0 +3000C0 +3801C0 +3E0780 +3FFF00 +3FFF00 +3E0780 +380180 +3000C0 +3000C0 +3000C0 +7801C0 +7E07C0 +FFFF80 +FFFE00 +ENDCHAR +STARTCHAR C +ENCODING 67 +SWIDTH 1000 0 +DWIDTH 25 0 +BBX 20 20 0 0 +BITMAP +00FC00 +03FF00 +0FFF80 +1F03E0 +3E0070 +7C0010 +780000 +F80000 +F00000 +F00000 +F00000 +F00000 +F80000 +780000 +7C0010 +3E0070 +1F01E0 +0FFFC0 +03FF80 +00FE00 +ENDCHAR +STARTCHAR u13079 +ENCODING 77945 +SWIDTH 1000 0 +DWIDTH 25 0 +BBX 21 10 0 5 +BITMAP +03FC00 +0FFF80 +1E73C0 +78F8F0 +F0F878 +70F870 +3870E0 +1E03C0 +0FFF80 +03FC00 +ENDCHAR +ENDFONT diff --git a/EXE version/main/pygame/tests/fixtures/fonts/PyGameMono-18-75dpi.bdf b/EXE version/main/pygame/tests/fixtures/fonts/PyGameMono-18-75dpi.bdf new file mode 100644 index 00000000..127f7043 --- /dev/null +++ b/EXE version/main/pygame/tests/fixtures/fonts/PyGameMono-18-75dpi.bdf @@ -0,0 +1,143 @@ +STARTFONT 2.1 +FONT -FontForge-PyGameMono-Medium-R-Normal--19-180-75-75-M-190-ISO10646-1 +SIZE 18 75 75 +FONTBOUNDINGBOX 15 17 0 0 +COMMENT "Generated by fontforge, http://fontforge.sourceforge.net" +COMMENT "Created by Lenard Lindstrom,,, with FontForge 2.0 (http://fontforge.sf.net)" +STARTPROPERTIES 29 +FOUNDRY "FontForge" +FAMILY_NAME "PyGameMono" +WEIGHT_NAME "Medium" +SLANT "R" +SETWIDTH_NAME "Normal" +ADD_STYLE_NAME "" +PIXEL_SIZE 19 +POINT_SIZE 180 +RESOLUTION_X 75 +RESOLUTION_Y 75 +SPACING "M" +AVERAGE_WIDTH 190 +CHARSET_REGISTRY "ISO10646" +CHARSET_ENCODING "1" +FONTNAME_REGISTRY "" +CHARSET_COLLECTIONS "ISO10646-1" +FONT_NAME "PyGameMono" +FACE_NAME "PyGame Mono" +FONT_VERSION "001.000" +FONT_ASCENT 15 +FONT_DESCENT 4 +UNDERLINE_POSITION -2 +UNDERLINE_THICKNESS 1 +RAW_ASCENT 800 +RAW_DESCENT 200 +RELATIVE_WEIGHT 50 +RELATIVE_SETWIDTH 50 +FIGURE_WIDTH -1 +AVG_UPPERCASE_WIDTH 190 +ENDPROPERTIES +CHARS 5 +STARTCHAR .notdef +ENCODING 0 +SWIDTH 1000 0 +DWIDTH 19 0 +BBX 15 15 0 0 +BITMAP +FFFE +FFFE +FC7E +F01E +E00E +C006 +C006 +C006 +C006 +C006 +E00E +F01E +FC7E +FFFE +FFFE +ENDCHAR +STARTCHAR A +ENCODING 65 +SWIDTH 1000 0 +DWIDTH 19 0 +BBX 15 17 0 0 +BITMAP +0FE0 +3FF8 +783C +F01E +E00E +E00E +F01E +F83E +FFFE +FFFE +FC7E +701C +701C +600C +600C +4004 +4004 +ENDCHAR +STARTCHAR B +ENCODING 66 +SWIDTH 1000 0 +DWIDTH 19 0 +BBX 15 15 0 0 +BITMAP +FFF8 +7FFC +780E +3006 +3006 +380E +3FF8 +3FF8 +3FF8 +380E +3006 +3006 +7C1E +7FFC +FFF8 +ENDCHAR +STARTCHAR C +ENCODING 67 +SWIDTH 1000 0 +DWIDTH 19 0 +BBX 15 15 0 0 +BITMAP +03E0 +0FF8 +3C1C +7806 +7000 +E000 +E000 +E000 +E000 +E000 +7000 +7806 +3C1C +0FF8 +03E0 +ENDCHAR +STARTCHAR u13079 +ENCODING 77945 +SWIDTH 1000 0 +DWIDTH 19 0 +BBX 15 7 0 4 +BITMAP +0FE0 +3838 +638C +E38E +638C +3838 +0FE0 +ENDCHAR +ENDFONT diff --git a/EXE version/main/pygame/tests/fixtures/fonts/PyGameMono-8.bdf b/EXE version/main/pygame/tests/fixtures/fonts/PyGameMono-8.bdf new file mode 100644 index 00000000..17bef064 --- /dev/null +++ b/EXE version/main/pygame/tests/fixtures/fonts/PyGameMono-8.bdf @@ -0,0 +1,103 @@ +STARTFONT 2.1 +FONT -FontForge-PyGameMono-Medium-R-Normal--8-80-75-75-C-80-ISO10646-1 +SIZE 8 75 75 +FONTBOUNDINGBOX 6 7 0 0 +COMMENT "Generated by fontforge, http://fontforge.sourceforge.net" +COMMENT "Created by Lenard Lindstrom,,, with FontForge 2.0 (http://fontforge.sf.net)" +STARTPROPERTIES 29 +FOUNDRY "FontForge" +FAMILY_NAME "PyGameMono" +WEIGHT_NAME "Medium" +SLANT "R" +SETWIDTH_NAME "Normal" +ADD_STYLE_NAME "" +PIXEL_SIZE 8 +POINT_SIZE 80 +RESOLUTION_X 75 +RESOLUTION_Y 75 +SPACING "C" +AVERAGE_WIDTH 80 +CHARSET_REGISTRY "ISO10646" +CHARSET_ENCODING "1" +FONTNAME_REGISTRY "" +CHARSET_COLLECTIONS "ISO10646-1" +FONT_NAME "PyGameMono" +FACE_NAME "PyGame Mono" +FONT_VERSION "001.000" +FONT_ASCENT 6 +FONT_DESCENT 2 +UNDERLINE_POSITION -1 +UNDERLINE_THICKNESS 1 +RAW_ASCENT 800 +RAW_DESCENT 200 +RELATIVE_WEIGHT 50 +RELATIVE_SETWIDTH 50 +FIGURE_WIDTH -1 +AVG_UPPERCASE_WIDTH 80 +ENDPROPERTIES +CHARS 5 +STARTCHAR .notdef +ENCODING 0 +SWIDTH 1000 0 +DWIDTH 8 0 +BBX 6 6 0 0 +BITMAP +FC +84 +84 +84 +84 +FC +ENDCHAR +STARTCHAR A +ENCODING 65 +SWIDTH 1000 0 +DWIDTH 8 0 +BBX 6 7 0 0 +BITMAP +78 +84 +84 +FC +84 +84 +84 +ENDCHAR +STARTCHAR B +ENCODING 66 +SWIDTH 1000 0 +DWIDTH 8 0 +BBX 6 6 0 0 +BITMAP +FC +44 +78 +4C +44 +FC +ENDCHAR +STARTCHAR C +ENCODING 67 +SWIDTH 1000 0 +DWIDTH 8 0 +BBX 6 6 0 0 +BITMAP +78 +C4 +C0 +C0 +C4 +78 +ENDCHAR +STARTCHAR u13079 +ENCODING 77945 +SWIDTH 1000 0 +DWIDTH 8 0 +BBX 6 4 0 1 +BITMAP +78 +B4 +B4 +78 +ENDCHAR +ENDFONT diff --git a/EXE version/main/pygame/tests/fixtures/fonts/PyGameMono.otf b/EXE version/main/pygame/tests/fixtures/fonts/PyGameMono.otf new file mode 100644 index 00000000..5e9b66cc Binary files /dev/null and b/EXE version/main/pygame/tests/fixtures/fonts/PyGameMono.otf differ diff --git a/EXE version/main/pygame/tests/fixtures/fonts/test_fixed.otf b/EXE version/main/pygame/tests/fixtures/fonts/test_fixed.otf new file mode 100644 index 00000000..34888982 Binary files /dev/null and b/EXE version/main/pygame/tests/fixtures/fonts/test_fixed.otf differ diff --git a/EXE version/main/pygame/tests/fixtures/fonts/test_sans.ttf b/EXE version/main/pygame/tests/fixtures/fonts/test_sans.ttf new file mode 100644 index 00000000..09fac2ff Binary files /dev/null and b/EXE version/main/pygame/tests/fixtures/fonts/test_sans.ttf differ diff --git a/EXE version/main/pygame/tests/fixtures/fonts/u13079_PyGameMono-8.png b/EXE version/main/pygame/tests/fixtures/fonts/u13079_PyGameMono-8.png new file mode 100644 index 00000000..911da8a6 Binary files /dev/null and b/EXE version/main/pygame/tests/fixtures/fonts/u13079_PyGameMono-8.png differ diff --git a/EXE version/main/pygame/tests/fixtures/xbm_cursors/white_sizing.xbm b/EXE version/main/pygame/tests/fixtures/xbm_cursors/white_sizing.xbm new file mode 100644 index 00000000..d334d8dc --- /dev/null +++ b/EXE version/main/pygame/tests/fixtures/xbm_cursors/white_sizing.xbm @@ -0,0 +1,8 @@ +#define resize_white_width 16 +#define resize_white_height 16 +#define resize_white_x_hot 7 +#define resize_white_y_hot 7 +static unsigned char resize_white_bits[] = { + 0xff, 0x03, 0x01, 0x02, 0xfd, 0x03, 0x05, 0x00, 0xf5, 0x0f, 0x15, 0x08, + 0xd5, 0xeb, 0x55, 0xaa, 0x55, 0xaa, 0xd7, 0xab, 0x10, 0xa8, 0xf0, 0xb7, + 0x00, 0xa8, 0xc0, 0x9f, 0x40, 0x80, 0xc0, 0xff}; diff --git a/EXE version/main/pygame/tests/fixtures/xbm_cursors/white_sizing_mask.xbm b/EXE version/main/pygame/tests/fixtures/xbm_cursors/white_sizing_mask.xbm new file mode 100644 index 00000000..f00bc46a --- /dev/null +++ b/EXE version/main/pygame/tests/fixtures/xbm_cursors/white_sizing_mask.xbm @@ -0,0 +1,8 @@ +#define resize_white_mask_width 16 +#define resize_white_mask_height 16 +#define resize_white_mask_x_hot 7 +#define resize_white_mask_y_hot 7 +static unsigned char resize_white_mask_bits[] = { + 0xff, 0x03, 0xff, 0x03, 0xff, 0x03, 0x07, 0x00, 0xf7, 0x0f, 0xf7, 0x0f, + 0xf7, 0xef, 0x77, 0xee, 0x77, 0xee, 0xf7, 0xef, 0xf0, 0xef, 0xf0, 0xff, + 0x00, 0xf8, 0xc0, 0xff, 0xc0, 0xff, 0xc0, 0xff}; diff --git a/EXE version/main/pygame/time.cp39-win_amd64.pyd b/EXE version/main/pygame/time.cp39-win_amd64.pyd new file mode 100644 index 00000000..4136c2c1 Binary files /dev/null and b/EXE version/main/pygame/time.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/time.pyi b/EXE version/main/pygame/time.pyi new file mode 100644 index 00000000..5669a6fc --- /dev/null +++ b/EXE version/main/pygame/time.pyi @@ -0,0 +1,14 @@ +from typing import Optional, Union +from pygame.event import Event + +def get_ticks() -> int: ... +def wait(milliseconds: int) -> int: ... +def delay(milliseconds: int) -> int: ... +def set_timer(event: Union[int, Event], millis: int, loops: int = 0) -> None: ... + +class Clock: + def tick(self, framerate: int = 0) -> int: ... + def tick_busy_loop(self, framerate: int = 0) -> int: ... + def get_time(self) -> int: ... + def get_rawtime(self) -> int: ... + def get_fps(self) -> float: ... diff --git a/EXE version/main/pygame/transform.cp39-win_amd64.pyd b/EXE version/main/pygame/transform.cp39-win_amd64.pyd new file mode 100644 index 00000000..64243483 Binary files /dev/null and b/EXE version/main/pygame/transform.cp39-win_amd64.pyd differ diff --git a/EXE version/main/pygame/transform.pyi b/EXE version/main/pygame/transform.pyi new file mode 100644 index 00000000..ae5786f6 --- /dev/null +++ b/EXE version/main/pygame/transform.pyi @@ -0,0 +1,50 @@ +from typing import Tuple, List, Union, Optional, Sequence +from pygame.surface import Surface +from pygame.math import Vector2 +from pygame.color import Color +from pygame.rect import Rect + +_Coordinate = Union[Tuple[float, float], List[float], Vector2] +_ColorValue = Union[ + Color, Tuple[int, int, int], List[int], int, Tuple[int, int, int, int] +] +_RectValue = Union[ + Rect, + Union[Tuple[int, int, int, int], List[int]], + Union[Tuple[_Coordinate, _Coordinate], List[_Coordinate]], +] + +def flip(surface: Surface, flip_x: bool, flip_y: bool) -> Surface: ... +def scale( + surface: Surface, + size: _Coordinate, + dest_surface: Optional[Surface] = None, +) -> Surface: ... +def rotate(surface: Surface, angle: float) -> Surface: ... +def rotozoom(surface: Surface, angle: float, scale: float) -> Surface: ... +def scale2x(surface: Surface, dest_surface: Optional[Surface] = None) -> Surface: ... +def smoothscale( + surface: Surface, + size: _Coordinate, + dest_surface: Optional[Surface] = None, +) -> Surface: ... +def get_smoothscale_backend() -> str: ... +def set_smoothscale_backend(backend: str) -> None: ... +def chop(surface: Surface, rect: _RectValue) -> Surface: ... +def laplacian(surface: Surface, dest_surface: Surface) -> Surface: ... +def average_surfaces( + surfaces: Sequence[Surface], + dest_surface: Optional[Surface] = None, + palette_colors: Union[bool, int] = 1, +) -> Surface: ... +def average_color(surface: Surface, rect: Optional[_RectValue]) -> Color: ... +def threshold( + dest_surface: Surface, + surface: Surface, + search_color: _ColorValue, + threshold: Optional[_ColorValue] = (0, 0, 0, 0), + set_color: Optional[_ColorValue] = (0, 0, 0, 0), + set_behavior: Optional[int] = 1, + search_surf: Optional[Surface] = None, + inverse_set: Optional[bool] = False, +) -> int: ... diff --git a/EXE version/main/pygame/version.pyi b/EXE version/main/pygame/version.pyi new file mode 100644 index 00000000..41f21324 --- /dev/null +++ b/EXE version/main/pygame/version.pyi @@ -0,0 +1,17 @@ +from typing import Tuple + +class SoftwareVersion(Tuple[int, int, int]): + def __new__(cls, major: int, minor: int, patch: int) -> PygameVersion: ... + def __repr__(self) -> str: ... + def __str__(self) -> str: ... + major: int + minor: int + patch: int + +class PygameVersion(SoftwareVersion): ... +class SDLVersion(SoftwareVersion): ... + +SDL: SDLVersion +ver: str +vernum: PygameVersion +rev: str diff --git a/EXE version/main/pygame/zlib1.dll b/EXE version/main/pygame/zlib1.dll new file mode 100644 index 00000000..e7493de3 Binary files /dev/null and b/EXE version/main/pygame/zlib1.dll differ diff --git a/EXE version/main/pyinstaller-4.5.1.dist-info/COPYING.txt b/EXE version/main/pyinstaller-4.5.1.dist-info/COPYING.txt new file mode 100644 index 00000000..1e655346 --- /dev/null +++ b/EXE version/main/pyinstaller-4.5.1.dist-info/COPYING.txt @@ -0,0 +1,602 @@ +================================ + The PyInstaller licensing terms +================================ + + +Copyright (c) 2010-2021, PyInstaller Development Team +Copyright (c) 2005-2009, Giovanni Bajo +Based on previous work under copyright (c) 2002 McMillan Enterprises, Inc. + + +PyInstaller is licensed under the terms of the GNU General Public License +as published by the Free Software Foundation; either version 2 of the License, +or (at your option) any later version. + + +Bootloader Exception +-------------------- + +In addition to the permissions in the GNU General Public License, the +authors give you 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We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright [yyyy] [name of copyright owner] + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. diff --git a/EXE version/main/pyinstaller-4.5.1.dist-info/INSTALLER b/EXE version/main/pyinstaller-4.5.1.dist-info/INSTALLER new file mode 100644 index 00000000..a1b589e3 --- /dev/null +++ b/EXE version/main/pyinstaller-4.5.1.dist-info/INSTALLER @@ -0,0 +1 @@ +pip diff --git a/EXE version/main/pyinstaller-4.5.1.dist-info/METADATA b/EXE version/main/pyinstaller-4.5.1.dist-info/METADATA new file mode 100644 index 00000000..1c6511b8 --- /dev/null +++ b/EXE version/main/pyinstaller-4.5.1.dist-info/METADATA @@ -0,0 +1,207 @@ +Metadata-Version: 2.1 +Name: pyinstaller +Version: 4.5.1 +Summary: PyInstaller bundles a Python application and all its dependencies into a single package. +Home-page: http://www.pyinstaller.org/ +Author: Hartmut Goebel, Giovanni Bajo, David Vierra, David Cortesi, Martin Zibricky +License: GPLv2-or-later with a special exception which allows to use PyInstaller to build and distribute non-free programs (including commercial ones) +Keywords: packaging, app, apps, bundle, convert, standalone, executable,pyinstaller, cxfreeze, freeze, py2exe, py2app, bbfreeze +Platform: UNKNOWN +Classifier: Development Status :: 6 - Mature +Classifier: Environment :: Console +Classifier: Intended Audience :: Developers +Classifier: Intended Audience :: Other Audience +Classifier: Intended Audience :: System Administrators +Classifier: License :: OSI Approved :: GNU General Public License v2 (GPLv2) +Classifier: Natural Language :: English +Classifier: Operating System :: MacOS :: MacOS X +Classifier: Operating System :: Microsoft :: Windows +Classifier: Operating System :: POSIX +Classifier: Operating System :: POSIX :: AIX +Classifier: Operating System :: POSIX :: BSD +Classifier: Operating System :: POSIX :: Linux +Classifier: Operating System :: POSIX :: SunOS/Solaris +Classifier: Programming Language :: C +Classifier: Programming Language :: Python +Classifier: Programming Language :: Python :: 3 +Classifier: Programming Language :: Python :: 3 :: Only +Classifier: Programming Language :: Python :: 3.6 +Classifier: Programming Language :: Python :: 3.7 +Classifier: Programming Language :: Python :: 3.8 +Classifier: Programming Language :: Python :: 3.9 +Classifier: Programming Language :: Python :: Implementation :: CPython +Classifier: Topic :: Software Development +Classifier: Topic :: Software Development :: Build Tools +Classifier: Topic :: Software Development :: Interpreters +Classifier: Topic :: Software Development :: Libraries :: Python Modules +Classifier: Topic :: System :: Installation/Setup +Classifier: Topic :: System :: Software Distribution +Classifier: Topic :: Utilities +Requires-Python: >=3.6 +Description-Content-Type: text/x-rst +License-File: COPYING.txt +Requires-Dist: setuptools +Requires-Dist: altgraph +Requires-Dist: pyinstaller-hooks-contrib (>=2020.6) +Requires-Dist: importlib-metadata ; python_version < "3.8" +Requires-Dist: macholib (>=1.8) ; sys_platform == "darwin" +Requires-Dist: pefile (>=2017.8.1) ; sys_platform == "win32" +Requires-Dist: pywin32-ctypes (>=0.2.0) ; sys_platform == "win32" +Provides-Extra: encryption +Requires-Dist: tinyaes (>=1.0.0) ; extra == 'encryption' +Provides-Extra: hook_testing +Requires-Dist: pytest (>=2.7.3) ; extra == 'hook_testing' +Requires-Dist: execnet (>=1.5.0) ; extra == 'hook_testing' +Requires-Dist: psutil ; extra == 'hook_testing' + +PyInstaller Overview +==================== + +PyInstaller bundles a Python application and all its dependencies into a single +package. The user can run the packaged app without installing a Python +interpreter or any modules. + +:Documentation: https://pyinstaller.readthedocs.io/ +:Website: http://www.pyinstaller.org/ +:Code: https://github.com/pyinstaller/pyinstaller + +PyInstaller reads a Python script written by you. It analyzes your code +to discover every other module and library your script needs in order to +execute. Then it collects copies of all those files -- including the active +Python interpreter! -- and puts them with your script in a single folder, or +optionally in a single executable file. + + +PyInstaller is tested against Windows, Mac OS X, and GNU/Linux. +However, it is not a cross-compiler: +to make a Windows app you run PyInstaller in Windows; to make +a GNU/Linux app you run it in GNU/Linux, etc. +PyInstaller has been used successfully +with AIX, Solaris, FreeBSD and OpenBSD, +but is not tested against them as part of the continuous integration tests. + + +Main Advantages +--------------- + +- Works out-of-the-box with any Python version 3.6-3.9. +- Fully multi-platform, and uses the OS support to load the dynamic libraries, + thus ensuring full compatibility. +- Correctly bundles the major Python packages such as numpy, PyQt5, + PySide2, Django, wxPython, matplotlib and others out-of-the-box. +- Compatible with many 3rd-party packages out-of-the-box. (All the required + tricks to make external packages work are already integrated.) +- Libraries like PyQt5, PySide2, wxPython, matplotlib or Django are fully + supported, without having to handle plugins or external data files manually. +- Works with code signing on OS X. +- Bundles MS Visual C++ DLLs on Windows. + + +Installation +------------ + +PyInstaller is available on PyPI. You can install it through `pip`:: + + pip install pyinstaller + + +Requirements and Tested Platforms +--------------------------------- + +- Python: + + - 3.6-3.9 + - tinyaes_ 1.0+ (only if using bytecode encryption). + Instead of installing tinyaes, ``pip install pyinstaller[encryption]`` instead. + +- Windows (32bit/64bit): + + - PyInstaller should work on Windows 7 or newer, but we only officially support Windows 8+. + + - Support for Python installed from the Windows store without using virtual + environments requires PyInstaller 4.4 or later. + +- GNU/Linux (32bit/64bit) + + - ldd: Console application to print the shared libraries required + by each program or shared library. This typically can be found in + the distribution-package `glibc` or `libc-bin`. + - objdump: Console application to display information from + object files. This typically can be found in the + distribution-package `binutils`. + - objcopy: Console application to copy and translate object files. + This typically can be found in the distribution-package `binutils`, + too. + +- Mac OS X (64bit): + + - Mac OS X 10.13 (High Sierra) or newer. + + +Usage +----- + +Basic usage is very simple, just run it against your main script:: + + pyinstaller /path/to/yourscript.py + +For more details, see the `manual`_. + + +Untested Platforms +------------------ + +The following platforms have been contributed and any feedback or +enhancements on these are welcome. + +- FreeBSD + + - ldd + +- Solaris + + - ldd + - objdump + +- AIX + + - AIX 6.1 or newer. PyInstaller will not work with statically + linked Python libraries. + - ldd + +- PowerPC GNU/Linux (Debian) + + +Before using any contributed platform, you need to build the PyInstaller +bootloader, as we do not ship binary packages. Download PyInstaller +source, and build the bootloader:: + + cd bootloader + python ./waf all + +Then install PyInstaller:: + + python setup.py install + +or simply use it directly from the source (pyinstaller.py). + + +Support +------- + +See http://www.pyinstaller.org/support.html for how to find help as well as +for commercial support. + + +Changes in this Release +----------------------- + +You can find a detailed list of changes in this release +in the `Changelog`_ section of the manual. + + +.. _tinyaes: https://github.com/naufraghi/tinyaes-py +.. _`manual`: https://pyinstaller.readthedocs.io/en/v4.5.1/ +.. _`Changelog`: https://pyinstaller.readthedocs.io/en/v4.5.1/CHANGES.html + + diff --git a/EXE version/main/pyinstaller-4.5.1.dist-info/RECORD b/EXE version/main/pyinstaller-4.5.1.dist-info/RECORD new file mode 100644 index 00000000..48fd5e2c --- /dev/null +++ b/EXE version/main/pyinstaller-4.5.1.dist-info/RECORD @@ -0,0 +1,644 @@ 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published by the Free Software Foundation; either + version 2 of the License, or (at your option) any later version. + + This library is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU + Library General Public License for more details. + + You should have received a copy of the GNU Library General Public + License along with this library; if not, write to the Free + Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +*/ + +#ifndef SCRAP_H +#define SCRAP_H + +/* This is unconditionally defined in Python.h */ +#if defined(_POSIX_C_SOURCE) +#undef _POSIX_C_SOURCE +#endif + +#include + +/* Handle clipboard text and data in arbitrary formats */ + +/** + * Predefined supported pygame scrap types. + */ +#define PYGAME_SCRAP_TEXT "text/plain" +#define PYGAME_SCRAP_BMP "image/bmp" +#define PYGAME_SCRAP_PPM "image/ppm" +#define PYGAME_SCRAP_PBM "image/pbm" + +/** + * The supported scrap clipboard types. + * + * This is only relevant in a X11 environment, which supports mouse + * selections as well. For Win32 and MacOS environments the default + * clipboard is used, no matter what value is passed. + */ +typedef enum +{ + SCRAP_CLIPBOARD, + SCRAP_SELECTION /* only supported in X11 environments. */ +} ScrapClipType; + +/** + * Macro for initialization checks. + */ +#define PYGAME_SCRAP_INIT_CHECK() \ + if(!pygame_scrap_initialized()) \ + return (PyErr_SetString (pgExc_SDLError, \ + "scrap system not initialized."), NULL) + +/** + * \brief Checks, whether the pygame scrap module was initialized. + * + * \return 1 if the modules was initialized, 0 otherwise. + */ +extern int +pygame_scrap_initialized (void); + +/** + * \brief Initializes the pygame scrap module internals. Call this before any + * other method. + * + * \return 1 on successful initialization, 0 otherwise. + */ +extern int +pygame_scrap_init (void); + +/** + * \brief Checks, whether the pygame window lost the clipboard focus or not. + * + * \return 1 if the window lost the focus, 0 otherwise. + */ +extern int +pygame_scrap_lost (void); + +/** + * \brief Places content of a specific type into the clipboard. + * + * \note For X11 the following notes are important: The following types + * are reserved for internal usage and thus will throw an error on + * setting them: "TIMESTAMP", "TARGETS", "SDL_SELECTION". + * Setting PYGAME_SCRAP_TEXT ("text/plain") will also automatically + * set the X11 types "STRING" (XA_STRING), "TEXT" and "UTF8_STRING". + * + * For Win32 the following notes are important: Setting + * PYGAME_SCRAP_TEXT ("text/plain") will also automatically set + * the Win32 type "TEXT" (CF_TEXT). + * + * For QNX the following notes are important: Setting + * PYGAME_SCRAP_TEXT ("text/plain") will also automatically set + * the QNX type "TEXT" (Ph_CL_TEXT). + * + * \param type The type of the content. + * \param srclen The length of the content. + * \param src The NULL terminated content. + * \return 1, if the content could be successfully pasted into the clipboard, + * 0 otherwise. + */ +extern int +pygame_scrap_put (char *type, int srclen, char *src); + +/** + * \brief Gets the current content from the clipboard. + * + * \note The received content does not need to be the content previously + * placed in the clipboard using pygame_put_scrap(). See the + * pygame_put_scrap() notes for more details. + * + * \param type The type of the content to receive. + * \param count The size of the returned content. + * \return The content or NULL in case of an error or if no content of the + * specified type was available. + */ +extern char* +pygame_scrap_get (char *type, unsigned long *count); + +/** + * \brief Gets the currently available content types from the clipboard. + * + * \return The different available content types or NULL in case of an + * error or if no content type is available. + */ +extern char** +pygame_scrap_get_types (void); + +/** + * \brief Checks whether content for the specified scrap type is currently + * available in the clipboard. + * + * \param type The type to check for. + * \return 1, if there is content and 0 otherwise. + */ +extern int +pygame_scrap_contains (char *type); + +#endif /* SCRAP_H */ diff --git a/EXE version/main/select.pyd b/EXE version/main/select.pyd new file mode 100644 index 00000000..d4281d47 Binary files /dev/null and b/EXE version/main/select.pyd differ diff --git a/EXE version/main/setuptools-56.0.0.dist-info/INSTALLER b/EXE version/main/setuptools-56.0.0.dist-info/INSTALLER new file mode 100644 index 00000000..a1b589e3 --- /dev/null +++ b/EXE version/main/setuptools-56.0.0.dist-info/INSTALLER @@ -0,0 +1 @@ +pip diff --git a/EXE version/main/setuptools-56.0.0.dist-info/LICENSE b/EXE version/main/setuptools-56.0.0.dist-info/LICENSE new file mode 100644 index 00000000..353924be --- /dev/null +++ b/EXE version/main/setuptools-56.0.0.dist-info/LICENSE @@ -0,0 +1,19 @@ +Copyright Jason R. Coombs + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to +deal in the Software without restriction, including without limitation the +rights to use, copy, modify, merge, publish, distribute, sublicense, and/or +sell copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING +FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS +IN THE SOFTWARE. diff --git a/EXE version/main/setuptools-56.0.0.dist-info/METADATA b/EXE version/main/setuptools-56.0.0.dist-info/METADATA new file mode 100644 index 00000000..0212d70b --- /dev/null +++ b/EXE version/main/setuptools-56.0.0.dist-info/METADATA @@ -0,0 +1,114 @@ +Metadata-Version: 2.1 +Name: setuptools +Version: 56.0.0 +Summary: Easily download, build, install, upgrade, and uninstall Python packages +Home-page: https://github.com/pypa/setuptools +Author: Python Packaging Authority +Author-email: distutils-sig@python.org +License: UNKNOWN +Project-URL: Documentation, https://setuptools.readthedocs.io/ +Keywords: CPAN PyPI distutils eggs package management +Platform: UNKNOWN +Classifier: Development Status :: 5 - Production/Stable +Classifier: Intended Audience :: Developers +Classifier: License :: OSI Approved :: MIT License +Classifier: Programming Language :: Python :: 3 +Classifier: Programming Language :: Python :: 3 :: Only +Classifier: Topic :: Software Development :: Libraries :: Python Modules +Classifier: Topic :: System :: Archiving :: Packaging +Classifier: Topic :: System :: Systems Administration +Classifier: Topic :: Utilities +Requires-Python: >=3.6 +Provides-Extra: certs +Requires-Dist: certifi (==2016.9.26) ; extra == 'certs' +Provides-Extra: docs +Requires-Dist: sphinx ; extra == 'docs' +Requires-Dist: jaraco.packaging (>=8.2) ; extra == 'docs' +Requires-Dist: rst.linker (>=1.9) ; extra == 'docs' +Requires-Dist: pygments-github-lexers (==0.0.5) ; extra == 'docs' +Requires-Dist: sphinx-inline-tabs ; extra == 'docs' +Provides-Extra: ssl +Requires-Dist: wincertstore (==0.2) ; (sys_platform == "win32") and extra == 'ssl' +Provides-Extra: testing +Requires-Dist: pytest (>=4.6) ; extra == 'testing' +Requires-Dist: pytest-checkdocs (>=2.4) ; extra == 'testing' +Requires-Dist: pytest-flake8 ; extra == 'testing' +Requires-Dist: pytest-cov ; extra == 'testing' +Requires-Dist: pytest-enabler (>=1.0.1) ; extra == 'testing' +Requires-Dist: mock ; extra == 'testing' +Requires-Dist: flake8-2020 ; extra == 'testing' +Requires-Dist: virtualenv (>=13.0.0) ; extra == 'testing' +Requires-Dist: pytest-virtualenv (>=1.2.7) ; extra == 'testing' +Requires-Dist: wheel ; extra == 'testing' +Requires-Dist: paver ; extra == 'testing' +Requires-Dist: pip (>=19.1) ; extra == 'testing' +Requires-Dist: jaraco.envs ; extra == 'testing' +Requires-Dist: pytest-xdist ; extra == 'testing' +Requires-Dist: sphinx ; extra == 'testing' +Requires-Dist: jaraco.path (>=3.2.0) ; extra == 'testing' +Requires-Dist: pytest-black (>=0.3.7) ; (platform_python_implementation != "PyPy" and python_version < "3.10") and extra == 'testing' +Requires-Dist: pytest-mypy ; (platform_python_implementation != "PyPy" and python_version < "3.10") and extra == 'testing' + +.. image:: https://img.shields.io/pypi/v/setuptools.svg + :target: `PyPI link`_ + +.. image:: https://img.shields.io/pypi/pyversions/setuptools.svg + :target: `PyPI link`_ + +.. _PyPI link: https://pypi.org/project/setuptools + +.. image:: https://github.com/pypa/setuptools/workflows/tests/badge.svg + :target: https://github.com/pypa/setuptools/actions?query=workflow%3A%22tests%22 + :alt: tests + +.. image:: https://img.shields.io/badge/code%20style-black-000000.svg + :target: https://github.com/psf/black + :alt: Code style: Black + +.. image:: https://img.shields.io/readthedocs/setuptools/latest.svg + :target: https://setuptools.readthedocs.io + +.. image:: https://img.shields.io/codecov/c/github/pypa/setuptools/master.svg?logo=codecov&logoColor=white + :target: https://codecov.io/gh/pypa/setuptools + +.. image:: https://tidelift.com/badges/github/pypa/setuptools?style=flat + :target: https://tidelift.com/subscription/pkg/pypi-setuptools?utm_source=pypi-setuptools&utm_medium=readme + +See the `Installation Instructions +`_ in the Python Packaging +User's Guide for instructions on installing, upgrading, and uninstalling +Setuptools. + +Questions and comments should be directed to the `distutils-sig +mailing list `_. +Bug reports and especially tested patches may be +submitted directly to the `bug tracker +`_. + + +Code of Conduct +=============== + +Everyone interacting in the setuptools project's codebases, issue trackers, +chat rooms, and mailing lists is expected to follow the +`PSF Code of Conduct `_. + + +For Enterprise +============== + +Available as part of the Tidelift Subscription. + +Setuptools and the maintainers of thousands of other packages are working with Tidelift to deliver one enterprise subscription that covers all of the open source you use. + +`Learn more `_. + + +Security Contact +================ + +To report a security vulnerability, please 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setuptools.command.install_scripts:install_scripts +rotate = setuptools.command.rotate:rotate +saveopts = setuptools.command.saveopts:saveopts +sdist = setuptools.command.sdist:sdist +setopt = setuptools.command.setopt:setopt +test = setuptools.command.test:test +upload_docs = setuptools.command.upload_docs:upload_docs + +[distutils.setup_keywords] +convert_2to3_doctests = setuptools.dist:assert_string_list +dependency_links = setuptools.dist:assert_string_list +eager_resources = setuptools.dist:assert_string_list +entry_points = setuptools.dist:check_entry_points +exclude_package_data = setuptools.dist:check_package_data +extras_require = setuptools.dist:check_extras +include_package_data = setuptools.dist:assert_bool +install_requires = setuptools.dist:check_requirements +namespace_packages = setuptools.dist:check_nsp +package_data = setuptools.dist:check_package_data +packages = setuptools.dist:check_packages +python_requires = setuptools.dist:check_specifier +setup_requires = setuptools.dist:check_requirements +test_loader = setuptools.dist:check_importable +test_runner = setuptools.dist:check_importable +test_suite = setuptools.dist:check_test_suite +tests_require = setuptools.dist:check_requirements +use_2to3 = setuptools.dist:assert_bool +use_2to3_exclude_fixers = setuptools.dist:assert_string_list +use_2to3_fixers = setuptools.dist:assert_string_list +zip_safe = setuptools.dist:assert_bool + +[egg_info.writers] +PKG-INFO = setuptools.command.egg_info:write_pkg_info +dependency_links.txt = setuptools.command.egg_info:overwrite_arg +depends.txt = setuptools.command.egg_info:warn_depends_obsolete +eager_resources.txt = setuptools.command.egg_info:overwrite_arg +entry_points.txt = setuptools.command.egg_info:write_entries +namespace_packages.txt = setuptools.command.egg_info:overwrite_arg +requires.txt = setuptools.command.egg_info:write_requirements +top_level.txt = setuptools.command.egg_info:write_toplevel_names + +[setuptools.finalize_distribution_options] +2to3_doctests = setuptools.dist:Distribution._finalize_2to3_doctests +keywords = setuptools.dist:Distribution._finalize_setup_keywords +parent_finalize = setuptools.dist:_Distribution.finalize_options + diff --git a/EXE version/main/setuptools-56.0.0.dist-info/top_level.txt b/EXE version/main/setuptools-56.0.0.dist-info/top_level.txt new file mode 100644 index 00000000..b5ac1070 --- /dev/null +++ b/EXE version/main/setuptools-56.0.0.dist-info/top_level.txt @@ -0,0 +1,3 @@ +_distutils_hack +pkg_resources +setuptools diff --git a/EXE version/main/source/__init__.py b/EXE version/main/source/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/EXE version/main/source/__pycache__/__init__.cpython-39.pyc b/EXE version/main/source/__pycache__/__init__.cpython-39.pyc new file mode 100644 index 00000000..922f0b90 Binary files /dev/null and b/EXE version/main/source/__pycache__/__init__.cpython-39.pyc differ diff --git a/EXE 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range(self.height)] + + def isValid(self, map_x, map_y): + if (map_x < 0 or map_x >= self.width or + map_y < 0 or map_y >= self.height): + return False + return True + + def isMovable(self, map_x, map_y): + return (self.map[map_y][map_x] == c.MAP_EMPTY) + + def getMapIndex(self, x, y): + x -= c.MAP_OFFSET_X + y -= c.MAP_OFFSET_Y + return (x // c.GRID_X_SIZE, y // c.GRID_Y_SIZE) + + def getMapGridPos(self, map_x, map_y): + return (map_x * c.GRID_X_SIZE + c.GRID_X_SIZE//2 + c.MAP_OFFSET_X, + map_y * c.GRID_Y_SIZE + c.GRID_Y_SIZE//5 * 3 + c.MAP_OFFSET_Y) + + def setMapGridType(self, map_x, map_y, type): + self.map[map_y][map_x] = type + + def getRandomMapIndex(self): + map_x = random.randint(0, self.width-1) + map_y = random.randint(0, self.height-1) + return (map_x, map_y) + + def showPlant(self, x, y): + pos = None + map_x, map_y = self.getMapIndex(x, y) + if self.isValid(map_x, map_y) and self.isMovable(map_x, map_y): + pos = self.getMapGridPos(map_x, map_y) + return pos diff --git a/EXE version/main/source/component/menubar.py b/EXE version/main/source/component/menubar.py new file mode 100644 index 00000000..56054a52 --- /dev/null +++ b/EXE version/main/source/component/menubar.py @@ -0,0 +1,441 @@ +__author__ = 'marble_xu' + +import random +import pygame as pg +from .. import tool +from .. import constants as c + +PANEL_Y_START = 87 +PANEL_X_START = 22 +PANEL_Y_INTERNAL = 74 +PANEL_X_INTERNAL = 53 +CARD_LIST_NUM = 8 + +card_name_list = [c.CARD_SUNFLOWER, c.CARD_PEASHOOTER, c.CARD_SNOWPEASHOOTER, c.CARD_WALLNUT, + c.CARD_CHERRYBOMB, c.CARD_THREEPEASHOOTER, c.CARD_REPEATERPEA, c.CARD_CHOMPER, + c.CARD_PUFFSHROOM, c.CARD_POTATOMINE, c.CARD_SQUASH, c.CARD_SPIKEWEED, + c.CARD_JALAPENO, c.CARD_SCAREDYSHROOM, c.CARD_SUNSHROOM, c.CARD_ICESHROOM, + c.CARD_HYPNOSHROOM, c.CARD_WALLNUT, c.CARD_REDWALLNUT] +plant_name_list = [c.SUNFLOWER, c.PEASHOOTER, c.SNOWPEASHOOTER, c.WALLNUT, + c.CHERRYBOMB, c.THREEPEASHOOTER, c.REPEATERPEA, c.CHOMPER, + c.PUFFSHROOM, c.POTATOMINE, c.SQUASH, c.SPIKEWEED, + c.JALAPENO, c.SCAREDYSHROOM, c.SUNSHROOM, c.ICESHROOM, + c.HYPNOSHROOM, c.WALLNUTBOWLING, c.REDWALLNUTBOWLING] +plant_sun_list = [50, 100, 175, 50, 150, 325, 200, 150, 0, 25, 50, 100, 125, 25, 25, 75, 75, 0, 0] +plant_frozen_time_list = [7500, 7500, 7500, 30000, 50000, 7500, 7500, 7500, 7500, 30000, + 30000, 7500, 50000, 7500, 7500, 50000, 30000, 0, 0] +all_card_list = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16] + +def getSunValueImage(sun_value): + font = pg.font.SysFont(None, 22) + width = 32 + msg_image = font.render(str(sun_value), True, c.NAVYBLUE, c.LIGHTYELLOW) + msg_rect = msg_image.get_rect() + msg_w = msg_rect.width + + image = pg.Surface([width, 17]) + x = width - msg_w + + image.fill(c.LIGHTYELLOW) + image.blit(msg_image, (x, 0), (0, 0, msg_rect.w, msg_rect.h)) + image.set_colorkey(c.BLACK) + return image + +def getCardPool(data): + card_pool = [] + for card in data: + tmp = card['name'] + for i,name in enumerate(plant_name_list): + if name == tmp: + card_pool.append(i) + break + return card_pool + +class Card(): + def __init__(self, x, y, name_index, scale=0.78): + self.loadFrame(card_name_list[name_index], scale) + self.rect = self.orig_image.get_rect() + self.rect.x = x + self.rect.y = y + + self.name_index = name_index + self.sun_cost = plant_sun_list[name_index] + self.frozen_time = plant_frozen_time_list[name_index] + self.frozen_timer = -self.frozen_time + self.refresh_timer = 0 + self.select = True + + def loadFrame(self, name, scale): + frame = tool.GFX[name] + rect = frame.get_rect() + width, height = rect.w, rect.h + + self.orig_image = tool.get_image(frame, 0, 0, width, height, c.BLACK, scale) + self.image = self.orig_image + + def checkMouseClick(self, mouse_pos): + x, y = mouse_pos + if(x >= self.rect.x and x <= self.rect.right and + y >= self.rect.y and y <= self.rect.bottom): + return True + return False + + def canClick(self, sun_value, current_time): + if self.sun_cost <= sun_value and (current_time - self.frozen_timer) > self.frozen_time: + return True + return False + + def canSelect(self): + return self.select + + def setSelect(self, can_select): + self.select = can_select + if can_select: + self.image.set_alpha(255) + else: + self.image.set_alpha(128) + + def setFrozenTime(self, current_time): + self.frozen_timer = current_time + + def createShowImage(self, sun_value, current_time): + '''create a card image to show cool down status + or disable status when have not enough sun value''' + time = current_time - self.frozen_timer + if time < self.frozen_time: #cool down status + image = pg.Surface([self.rect.w, self.rect.h]) + frozen_image = self.orig_image.copy() + frozen_image.set_alpha(128) + frozen_height = (self.frozen_time - time)/self.frozen_time * self.rect.h + + image.blit(frozen_image, (0,0), (0, 0, self.rect.w, frozen_height)) + image.blit(self.orig_image, (0,frozen_height), + (0, frozen_height, self.rect.w, self.rect.h - frozen_height)) + elif self.sun_cost > sun_value: #disable status + image = self.orig_image.copy() + image.set_alpha(192) + else: + image = self.orig_image + return image + + def update(self, sun_value, current_time): + if (current_time - self.refresh_timer) >= 250: + self.image = self.createShowImage(sun_value, current_time) + self.refresh_timer = current_time + + def draw(self, surface): + surface.blit(self.image, self.rect) + +class MenuBar(): + def __init__(self, card_list, sun_value): + self.loadFrame(c.MENUBAR_BACKGROUND) + self.rect = self.image.get_rect() + self.rect.x = 10 + self.rect.y = 0 + + self.sun_value = sun_value + self.card_offset_x = 32 + self.setupCards(card_list) + + def loadFrame(self, name): + frame = tool.GFX[name] + rect = frame.get_rect() + frame_rect = (rect.x, rect.y, rect.w, rect.h) + + self.image = tool.get_image(tool.GFX[name], *frame_rect, c.WHITE, 1) + + def update(self, current_time): + self.current_time = current_time + for card in self.card_list: + card.update(self.sun_value, self.current_time) + + def createImage(self, x, y, num): + if num == 1: + return + img = self.image + rect = self.image.get_rect() + width = rect.w + height = rect.h + self.image = pg.Surface((width * num, height)).convert() + self.rect = self.image.get_rect() + self.rect.x = x + self.rect.y = y + for i in range(num): + x = i * width + self.image.blit(img, (x,0)) + self.image.set_colorkey(c.BLACK) + + def setupCards(self, card_list): + self.card_list = [] + x = self.card_offset_x + y = 8 + for index in card_list: + x += 55 + self.card_list.append(Card(x, y, index)) + + def checkCardClick(self, mouse_pos): + result = None + for card in self.card_list: + if card.checkMouseClick(mouse_pos): + if card.canClick(self.sun_value, self.current_time): + result = (plant_name_list[card.name_index], card) + break + return result + + def checkMenuBarClick(self, mouse_pos): + x, y = mouse_pos + if(x >= self.rect.x and x <= self.rect.right and + y >= self.rect.y and y <= self.rect.bottom): + return True + return False + + def decreaseSunValue(self, value): + self.sun_value -= value + + def increaseSunValue(self, value): + self.sun_value += value + + def setCardFrozenTime(self, plant_name): + for card in self.card_list: + if plant_name_list[card.name_index] == plant_name: + card.setFrozenTime(self.current_time) + break + + def drawSunValue(self): + self.value_image = getSunValueImage(self.sun_value) + self.value_rect = self.value_image.get_rect() + self.value_rect.x = 21 + self.value_rect.y = self.rect.bottom - 21 + + self.image.blit(self.value_image, self.value_rect) + + def draw(self, surface): + self.drawSunValue() + surface.blit(self.image, self.rect) + for card in self.card_list: + card.draw(surface) + +class Panel(): + def __init__(self, card_list, sun_value): + self.loadImages(sun_value) + self.selected_cards = [] + self.selected_num = 0 + self.setupCards(card_list) + + def loadFrame(self, name): + frame = tool.GFX[name] + rect = frame.get_rect() + frame_rect = (rect.x, rect.y, rect.w, rect.h) + + return tool.get_image(tool.GFX[name], *frame_rect, c.WHITE, 1) + + def loadImages(self, sun_value): + self.menu_image = self.loadFrame(c.MENUBAR_BACKGROUND) + self.menu_rect = self.menu_image.get_rect() + self.menu_rect.x = 0 + self.menu_rect.y = 0 + + self.panel_image = self.loadFrame(c.PANEL_BACKGROUND) + self.panel_rect = self.panel_image.get_rect() + self.panel_rect.x = 0 + self.panel_rect.y = PANEL_Y_START + + + self.value_image = getSunValueImage(sun_value) + self.value_rect = self.value_image.get_rect() + self.value_rect.x = 21 + self.value_rect.y = self.menu_rect.bottom - 21 + + self.button_image = self.loadFrame(c.START_BUTTON) + self.button_rect = self.button_image.get_rect() + self.button_rect.x = 155 + self.button_rect.y = 547 + + def setupCards(self, card_list): + self.card_list = [] + x = PANEL_X_START - PANEL_X_INTERNAL + y = PANEL_Y_START + 43 - PANEL_Y_INTERNAL + for i, index in enumerate(card_list): + if i % 8 == 0: + x = PANEL_X_START - PANEL_X_INTERNAL + y += PANEL_Y_INTERNAL + x += PANEL_X_INTERNAL + self.card_list.append(Card(x, y, index, 0.75)) + + def checkCardClick(self, mouse_pos): + delete_card = None + for card in self.selected_cards: + if delete_card: # when delete a card, move right cards to left + card.rect.x -= 55 + elif card.checkMouseClick(mouse_pos): + self.deleteCard(card.name_index) + delete_card = card + + if delete_card: + self.selected_cards.remove(delete_card) + self.selected_num -= 1 + + if self.selected_num == CARD_LIST_NUM: + return + + for card in self.card_list: + if card.checkMouseClick(mouse_pos): + if card.canSelect(): + self.addCard(card) + break + + def addCard(self, card): + card.setSelect(False) + y = 8 + x = 78 + self.selected_num * 55 + self.selected_cards.append(Card(x, y, card.name_index)) + self.selected_num += 1 + + def deleteCard(self, index): + self.card_list[index].setSelect(True) + + def checkStartButtonClick(self, mouse_pos): + if self.selected_num < CARD_LIST_NUM: + return False + + x, y = mouse_pos + if (x >= self.button_rect.x and x <= self.button_rect.right and + y >= self.button_rect.y and y <= self.button_rect.bottom): + return True + return False + + def getSelectedCards(self): + card_index_list = [] + for card in self.selected_cards: + card_index_list.append(card.name_index) + return card_index_list + + def draw(self, surface): + self.menu_image.blit(self.value_image, self.value_rect) + surface.blit(self.menu_image, self.menu_rect) + surface.blit(self.panel_image, self.panel_rect) + for card in self.card_list: + card.draw(surface) + for card in self.selected_cards: + card.draw(surface) + + if self.selected_num == CARD_LIST_NUM: + surface.blit(self.button_image, self.button_rect) + +class MoveCard(): + def __init__(self, x, y, card_name, plant_name, scale=0.78): + self.loadFrame(card_name, scale) + self.rect = self.orig_image.get_rect() + self.rect.x = x + self.rect.y = y + self.rect.w = 1 + self.image = self.createShowImage() + + self.card_name = card_name + self.plant_name = plant_name + self.move_timer = 0 + self.select = True + + def loadFrame(self, name, scale): + frame = tool.GFX[name] + rect = frame.get_rect() + width, height = rect.w, rect.h + + self.orig_image = tool.get_image(frame, 0, 0, width, height, c.BLACK, scale) + self.orig_rect = self.orig_image.get_rect() + self.image = self.orig_image + + def checkMouseClick(self, mouse_pos): + x, y = mouse_pos + if(x >= self.rect.x and x <= self.rect.right and + y >= self.rect.y and y <= self.rect.bottom): + return True + return False + + def createShowImage(self): + '''create a part card image when card appears from left''' + if self.rect.w < self.orig_rect.w: #create a part card image + image = pg.Surface([self.rect.w, self.rect.h]) + image.blit(self.orig_image, (0, 0), (0, 0, self.rect.w, self.rect.h)) + self.rect.w += 1 + else: + image = self.orig_image + return image + + def update(self, left_x, current_time): + if self.move_timer == 0: + self.move_timer = current_time + elif (current_time - self.move_timer) >= c.CARD_MOVE_TIME: + if self.rect.x > left_x: + self.rect.x -= 1 + self.image = self.createShowImage() + self.move_timer += c.CARD_MOVE_TIME + + def draw(self, surface): + surface.blit(self.image, self.rect) + +class MoveBar(): + def __init__(self, card_pool): + self.loadFrame(c.MOVEBAR_BACKGROUND) + self.rect = self.image.get_rect() + self.rect.x = 90 + self.rect.y = 0 + + self.card_start_x = self.rect.x + 8 + self.card_end_x = self.rect.right - 5 + self.card_pool = card_pool + self.card_list = [] + self.create_timer = -c.MOVEBAR_CARD_FRESH_TIME + + def loadFrame(self, name): + frame = tool.GFX[name] + rect = frame.get_rect() + frame_rect = (rect.x, rect.y, rect.w, rect.h) + + self.image = tool.get_image(tool.GFX[name], *frame_rect, c.WHITE, 1) + + def createCard(self): + if len(self.card_list) > 0 and self.card_list[-1].rect.right > self.card_end_x: + return False + x = self.card_end_x + y = 6 + index = random.randint(0, len(self.card_pool) - 1) + card_index = self.card_pool[index] + card_name = card_name_list[card_index] + '_move' + plant_name = plant_name_list[card_index] + self.card_list.append(MoveCard(x, y, card_name, plant_name)) + return True + + def update(self, current_time): + self.current_time = current_time + left_x = self.card_start_x + for card in self.card_list: + card.update(left_x, self.current_time) + left_x = card.rect.right + 1 + + if(self.current_time - self.create_timer) > c.MOVEBAR_CARD_FRESH_TIME: + if self.createCard(): + self.create_timer = self.current_time + + def checkCardClick(self, mouse_pos): + result = None + for index, card in enumerate(self.card_list): + if card.checkMouseClick(mouse_pos): + result = (card.plant_name, card) + break + return result + + def checkMenuBarClick(self, mouse_pos): + x, y = mouse_pos + if(x >= self.rect.x and x <= self.rect.right and + y >= self.rect.y and y <= self.rect.bottom): + return True + return False + + def deleateCard(self, card): + self.card_list.remove(card) + + def draw(self, surface): + surface.blit(self.image, self.rect) + for card in self.card_list: + card.draw(surface) \ No newline at end of file diff --git a/EXE version/main/source/component/plant.py b/EXE version/main/source/component/plant.py new file mode 100644 index 00000000..684065b1 --- /dev/null +++ b/EXE version/main/source/component/plant.py @@ -0,0 +1,971 @@ +__author__ = 'marble_xu' + +import random +import pygame as pg +from .. import tool +from .. import constants as c + +class Car(pg.sprite.Sprite): + def __init__(self, x, y, map_y): + pg.sprite.Sprite.__init__(self) + + rect = tool.GFX[c.CAR].get_rect() + width, height = rect.w, rect.h + self.image = tool.get_image(tool.GFX[c.CAR], 0, 0, width, height) + self.rect = self.image.get_rect() + self.rect.x = x + self.rect.bottom = y + self.map_y = map_y + self.state = c.IDLE + self.dead = False + + def update(self, game_info): + self.current_time = game_info[c.CURRENT_TIME] + if self.state == c.IDLE: + pass + elif self.state == c.WALK: + self.rect.x += 4 + if self.rect.x > c.SCREEN_WIDTH: + self.dead = True + + def setWalk(self): + if self.state == c.IDLE: + self.state = c.WALK + + def draw(self, surface): + surface.blit(self.image, self.rect) + +class Bullet(pg.sprite.Sprite): + def __init__(self, x, start_y, dest_y, name, damage, ice): + pg.sprite.Sprite.__init__(self) + + self.name = name + self.frames = [] + self.frame_index = 0 + self.load_images() + self.image = self.frames[self.frame_index] + self.rect = self.image.get_rect() + self.rect.x = x + self.rect.y = start_y + self.dest_y = dest_y + self.y_vel = 4 if (dest_y > start_y) else -4 + self.x_vel = 4 + self.damage = damage + self.ice = ice + self.state = c.FLY + self.current_time = 0 + + def loadFrames(self, frames, name): + frame_list = tool.GFX[name] + if name in tool.PLANT_RECT: + data = tool.PLANT_RECT[name] + x, y, width, height = data['x'], data['y'], data['width'], data['height'] + else: + x, y = 0, 0 + rect = frame_list[0].get_rect() + width, height = rect.w, rect.h + + for frame in frame_list: + frames.append(tool.get_image(frame, x, y, width, height)) + + def load_images(self): + self.fly_frames = [] + self.explode_frames = [] + + fly_name = self.name + if self.name == c.BULLET_MUSHROOM: + explode_name = 'BulletMushRoomExplode' + else: + explode_name = 'PeaNormalExplode' + + self.loadFrames(self.fly_frames, fly_name) + self.loadFrames(self.explode_frames, explode_name) + + self.frames = self.fly_frames + + def update(self, game_info): + self.current_time = game_info[c.CURRENT_TIME] + if self.state == c.FLY: + if self.rect.y != self.dest_y: + self.rect.y += self.y_vel + if self.y_vel * (self.dest_y - self.rect.y) < 0: + self.rect.y = self.dest_y + self.rect.x += self.x_vel + if self.rect.x > c.SCREEN_WIDTH: + self.kill() + elif self.state == c.EXPLODE: + if(self.current_time - self.explode_timer) > 500: + self.kill() + + def setExplode(self): + self.state = c.EXPLODE + self.explode_timer = self.current_time + self.frames = self.explode_frames + self.image = self.frames[self.frame_index] + + def draw(self, surface): + surface.blit(self.image, self.rect) + +class Plant(pg.sprite.Sprite): + def __init__(self, x, y, name, health, bullet_group, scale=1): + pg.sprite.Sprite.__init__(self) + + self.frames = [] + self.frame_index = 0 + self.loadImages(name, scale) + self.frame_num = len(self.frames) + self.image = self.frames[self.frame_index] + self.rect = self.image.get_rect() + self.rect.centerx = x + self.rect.bottom = y + + self.name = name + self.health = health + self.state = c.IDLE + self.bullet_group = bullet_group + self.can_sleep = False + self.animate_timer = 0 + self.animate_interval = 100 + self.hit_timer = 0 + + def loadFrames(self, frames, name, scale, color=c.BLACK): + frame_list = tool.GFX[name] + if name in tool.PLANT_RECT: + data = tool.PLANT_RECT[name] + x, y, width, height = data['x'], data['y'], data['width'], data['height'] + else: + x, y = 0, 0 + rect = frame_list[0].get_rect() + width, height = rect.w, rect.h + + for frame in frame_list: + frames.append(tool.get_image(frame, x, y, width, height, color, scale)) + + def loadImages(self, name, scale): + self.loadFrames(self.frames, name, scale) + + def changeFrames(self, frames): + '''change image frames and modify rect position''' + self.frames = frames + self.frame_num = len(self.frames) + self.frame_index = 0 + + bottom = self.rect.bottom + x = self.rect.x + self.image = self.frames[self.frame_index] + self.rect = self.image.get_rect() + self.rect.bottom = bottom + self.rect.x = x + + def update(self, game_info): + self.current_time = game_info[c.CURRENT_TIME] + self.handleState() + self.animation() + + def handleState(self): + if self.state == c.IDLE: + self.idling() + elif self.state == c.ATTACK: + self.attacking() + elif self.state == c.DIGEST: + self.digest() + + def idling(self): + pass + + def attacking(self): + pass + + def digest(self): + pass + + def animation(self): + if (self.current_time - self.animate_timer) > self.animate_interval: + self.frame_index += 1 + if self.frame_index >= self.frame_num: + self.frame_index = 0 + self.animate_timer = self.current_time + + self.image = self.frames[self.frame_index] + if(self.current_time - self.hit_timer) >= 200: + self.image.set_alpha(255) + else: + self.image.set_alpha(192) + + def canAttack(self, zombie): + if (self.state != c.SLEEP and zombie.state != c.DIE and + self.rect.x <= zombie.rect.right): + return True + return False + + def setAttack(self): + self.state = c.ATTACK + + def setIdle(self): + self.state = c.IDLE + self.is_attacked = False + + def setSleep(self): + self.state = c.SLEEP + self.changeFrames(self.sleep_frames) + + def setDamage(self, damage, zombie): + self.health -= damage + self.hit_timer = self.current_time + if self.health == 0: + self.kill_zombie = zombie + + def getPosition(self): + return self.rect.centerx, self.rect.bottom + +class Sun(Plant): + def __init__(self, x, y, dest_x, dest_y, is_big=True): + if is_big: + scale = 0.9 + self.sun_value = c.SUN_VALUE + else: + scale = 0.6 + self.sun_value = 12 + Plant.__init__(self, x, y, c.SUN, 0, None, scale) + self.move_speed = 1 + self.dest_x = dest_x + self.dest_y = dest_y + self.die_timer = 0 + + def handleState(self): + if self.rect.centerx != self.dest_x: + self.rect.centerx += self.move_speed if self.rect.centerx < self.dest_x else -self.move_speed + if self.rect.bottom != self.dest_y: + self.rect.bottom += self.move_speed if self.rect.bottom < self.dest_y else -self.move_speed + + if self.rect.centerx == self.dest_x and self.rect.bottom == self.dest_y: + if self.die_timer == 0: + self.die_timer = self.current_time + elif(self.current_time - self.die_timer) > c.SUN_LIVE_TIME: + self.state = c.DIE + self.kill() + + def checkCollision(self, x, y): + if self.state == c.DIE: + return False + if(x >= self.rect.x and x <= self.rect.right and + y >= self.rect.y and y <= self.rect.bottom): + self.state = c.DIE + self.kill() + return True + return False + +class SunFlower(Plant): + def __init__(self, x, y, sun_group): + Plant.__init__(self, x, y, c.SUNFLOWER, c.PLANT_HEALTH, None) + self.sun_timer = 0 + self.sun_group = sun_group + + def idling(self): + if self.sun_timer == 0: + self.sun_timer = self.current_time - (c.FLOWER_SUN_INTERVAL - 6000) + elif (self.current_time - self.sun_timer) > c.FLOWER_SUN_INTERVAL: + self.sun_group.add(Sun(self.rect.centerx, self.rect.bottom, self.rect.right, self.rect.bottom + self.rect.h // 2)) + self.sun_timer = self.current_time + +class PeaShooter(Plant): + def __init__(self, x, y, bullet_group): + Plant.__init__(self, x, y, c.PEASHOOTER, c.PLANT_HEALTH, bullet_group) + self.shoot_timer = 0 + + def attacking(self): + if (self.current_time - self.shoot_timer) > 2000: + self.bullet_group.add(Bullet(self.rect.right, self.rect.y, self.rect.y, + c.BULLET_PEA, c.BULLET_DAMAGE_NORMAL, False)) + self.shoot_timer = self.current_time + +class RepeaterPea(Plant): + def __init__(self, x, y, bullet_group): + Plant.__init__(self, x, y, c.REPEATERPEA, c.PLANT_HEALTH, bullet_group) + self.shoot_timer = 0 + + def attacking(self): + if (self.current_time - self.shoot_timer) > 2000: + self.bullet_group.add(Bullet(self.rect.right, self.rect.y, self.rect.y, + c.BULLET_PEA, c.BULLET_DAMAGE_NORMAL, False)) + self.bullet_group.add(Bullet(self.rect.right + 40, self.rect.y, self.rect.y, + c.BULLET_PEA, c.BULLET_DAMAGE_NORMAL, False)) + self.shoot_timer = self.current_time + +class ThreePeaShooter(Plant): + def __init__(self, x, y, bullet_groups, map_y): + Plant.__init__(self, x, y, c.THREEPEASHOOTER, c.PLANT_HEALTH, None) + self.shoot_timer = 0 + self.map_y = map_y + self.bullet_groups = bullet_groups + + def attacking(self): + if (self.current_time - self.shoot_timer) > 2000: + offset_y = 9 # modify bullet in the same y position with bullets of other plants + for i in range(3): + tmp_y = self.map_y + (i - 1) + if tmp_y < 0 or tmp_y >= c.GRID_Y_LEN: + continue + dest_y = self.rect.y + (i - 1) * c.GRID_Y_SIZE + offset_y + self.bullet_groups[tmp_y].add(Bullet(self.rect.right, self.rect.y, dest_y, + c.BULLET_PEA, c.BULLET_DAMAGE_NORMAL, False)) + self.shoot_timer = self.current_time + +class SnowPeaShooter(Plant): + def __init__(self, x, y, bullet_group): + Plant.__init__(self, x, y, c.SNOWPEASHOOTER, c.PLANT_HEALTH, bullet_group) + self.shoot_timer = 0 + + def attacking(self): + if (self.current_time - self.shoot_timer) > 2000: + self.bullet_group.add(Bullet(self.rect.right, self.rect.y, self.rect.y, + c.BULLET_PEA_ICE, c.BULLET_DAMAGE_NORMAL, True)) + self.shoot_timer = self.current_time + +class WallNut(Plant): + def __init__(self, x, y): + Plant.__init__(self, x, y, c.WALLNUT, c.WALLNUT_HEALTH, None) + self.load_images() + self.cracked1 = False + self.cracked2 = False + + def load_images(self): + self.cracked1_frames = [] + self.cracked2_frames = [] + + cracked1_frames_name = self.name + '_cracked1' + cracked2_frames_name = self.name + '_cracked2' + + self.loadFrames(self.cracked1_frames, cracked1_frames_name, 1) + self.loadFrames(self.cracked2_frames, cracked2_frames_name, 1) + + def idling(self): + if not self.cracked1 and self.health <= c.WALLNUT_CRACKED1_HEALTH: + self.changeFrames(self.cracked1_frames) + self.cracked1 = True + elif not self.cracked2 and self.health <= c.WALLNUT_CRACKED2_HEALTH: + self.changeFrames(self.cracked2_frames) + self.cracked2 = True + +class CherryBomb(Plant): + def __init__(self, x, y): + Plant.__init__(self, x, y, c.CHERRYBOMB, c.WALLNUT_HEALTH, None) + self.state = c.ATTACK + self.start_boom = False + self.bomb_timer = 0 + self.explode_y_range = 1 + self.explode_x_range = c.GRID_X_SIZE + + def setBoom(self): + frame = tool.GFX[c.CHERRY_BOOM_IMAGE] + rect = frame.get_rect() + width, height = rect.w, rect.h + + old_rect = self.rect + image = tool.get_image(frame, 0, 0, width, height, c.BLACK, 1) + self.image = image + self.rect = image.get_rect() + self.rect.centerx = old_rect.centerx + self.rect.centery = old_rect.centery + self.start_boom = True + + def animation(self): + if self.start_boom: + if self.bomb_timer == 0: + self.bomb_timer = self.current_time + elif(self.current_time - self.bomb_timer) > 500: + self.health = 0 + else: + if (self.current_time - self.animate_timer) > 100: + self.frame_index += 1 + if self.frame_index >= self.frame_num: + self.setBoom() + return + self.animate_timer = self.current_time + + self.image = self.frames[self.frame_index] + +class Chomper(Plant): + def __init__(self, x, y): + Plant.__init__(self, x, y, c.CHOMPER, c.PLANT_HEALTH, None) + self.animate_interval = 250 + self.digest_timer = 0 + self.digest_interval = 15000 + self.attack_zombie = None + self.zombie_group = None + + def loadImages(self, name, scale): + self.idle_frames = [] + self.attack_frames = [] + self.digest_frames = [] + + idle_name = name + attack_name = name + 'Attack' + digest_name = name + 'Digest' + + frame_list = [self.idle_frames, self.attack_frames, self.digest_frames] + name_list = [idle_name, attack_name, digest_name] + scale_list = [1, 1, 1] + rect_list = [(0, 0, 100, 114), None, None] + + for i, name in enumerate(name_list): + self.loadFrames(frame_list[i], name, scale_list[i]) + + self.frames = self.idle_frames + + def canAttack(self, zombie): + if (self.state == c.IDLE and zombie.state != c.DIGEST and + self.rect.x <= zombie.rect.right and + (self.rect.right + c.GRID_X_SIZE//3 >= zombie.rect.x)): + return True + return False + + def setIdle(self): + self.state = c.IDLE + self.changeFrames(self.idle_frames) + + def setAttack(self, zombie, zombie_group): + self.attack_zombie = zombie + self.zombie_group = zombie_group + self.state = c.ATTACK + self.changeFrames(self.attack_frames) + + def setDigest(self): + self.state = c.DIGEST + self.changeFrames(self.digest_frames) + + def attacking(self): + if self.frame_index == (self.frame_num - 3): + self.zombie_group.remove(self.attack_zombie) + if (self.frame_index + 1) == self.frame_num: + self.setDigest() + + def digest(self): + if self.digest_timer == 0: + self.digest_timer = self.current_time + elif (self.current_time - self.digest_timer) > self.digest_interval: + self.digest_timer = 0 + self.attack_zombie.kill() + self.setIdle() + +class PuffShroom(Plant): + def __init__(self, x, y, bullet_group): + Plant.__init__(self, x, y, c.PUFFSHROOM, c.PLANT_HEALTH, bullet_group) + self.can_sleep = True + self.shoot_timer = 0 + + def loadImages(self, name, scale): + self.idle_frames = [] + self.sleep_frames = [] + + idle_name = name + sleep_name = name + 'Sleep' + + frame_list = [self.idle_frames, self.sleep_frames] + name_list = [idle_name, sleep_name] + + for i, name in enumerate(name_list): + self.loadFrames(frame_list[i], name, 1) + + self.frames = self.idle_frames + + def attacking(self): + if (self.current_time - self.shoot_timer) > 3000: + self.bullet_group.add(Bullet(self.rect.right, self.rect.y + 10, self.rect.y + 10, + c.BULLET_MUSHROOM, c.BULLET_DAMAGE_NORMAL, True)) + self.shoot_timer = self.current_time + + def canAttack(self, zombie): + if (self.rect.x <= zombie.rect.right and + (self.rect.right + c.GRID_X_SIZE * 4 >= zombie.rect.x)): + return True + return False + +class PotatoMine(Plant): + def __init__(self, x, y): + Plant.__init__(self, x, y, c.POTATOMINE, c.PLANT_HEALTH, None) + self.animate_interval = 300 + self.is_init = True + self.init_timer = 0 + self.bomb_timer = 0 + self.explode_y_range = 0 + self.explode_x_range = c.GRID_X_SIZE//3 * 2 + + def loadImages(self, name, scale): + self.init_frames = [] + self.idle_frames = [] + self.explode_frames = [] + + init_name = name + 'Init' + idle_name = name + explode_name = name + 'Explode' + + frame_list = [self.init_frames, self.idle_frames, self.explode_frames] + name_list = [init_name, idle_name, explode_name] + + for i, name in enumerate(name_list): + self.loadFrames(frame_list[i], name, 1, c.WHITE) + + self.frames = self.init_frames + + def idling(self): + if self.is_init: + if self.init_timer == 0: + self.init_timer = self.current_time + elif (self.current_time - self.init_timer) > 15000: + self.changeFrames(self.idle_frames) + self.is_init = False + + def canAttack(self, zombie): + if (not self.is_init and zombie.rect.right >= self.rect.x and + (zombie.rect.x - self.rect.x) <= self.explode_x_range): + return True + return False + + def attacking(self): + if self.bomb_timer == 0: + self.bomb_timer = self.current_time + self.changeFrames(self.explode_frames) + elif (self.current_time - self.bomb_timer) > 500: + self.health = 0 + +class Squash(Plant): + def __init__(self, x, y): + Plant.__init__(self, x, y, c.SQUASH, c.PLANT_HEALTH, None) + self.orig_pos = (x, y) + self.aim_timer = 0 + self.squashing = False + + def loadImages(self, name, scale): + self.idle_frames = [] + self.aim_frames = [] + self.attack_frames = [] + + idle_name = name + aim_name = name + 'Aim' + attack_name = name + 'Attack' + + frame_list = [self.idle_frames, self.aim_frames, self.attack_frames] + name_list = [idle_name, aim_name, attack_name] + + for i, name in enumerate(name_list): + self.loadFrames(frame_list[i], name, 1, c.WHITE) + + self.frames = self.idle_frames + + def canAttack(self, zombie): + if (self.state == c.IDLE and self.rect.x <= zombie.rect.right and + (self.rect.right + c.GRID_X_SIZE >= zombie.rect.x)): + return True + return False + + def setAttack(self, zombie, zombie_group): + self.attack_zombie = zombie + self.zombie_group = zombie_group + self.state = c.ATTACK + + def attacking(self): + if self.squashing: + if self.frame_index == 2: + self.zombie_group.remove(self.attack_zombie) + if (self.frame_index + 1) == self.frame_num: + self.attack_zombie.kill() + self.health = 0 + elif self.aim_timer == 0: + self.aim_timer = self.current_time + self.changeFrames(self.aim_frames) + elif (self.current_time - self.aim_timer) > 1000: + self.changeFrames(self.attack_frames) + self.rect.centerx = self.attack_zombie.rect.centerx + self.squashing = True + self.animate_interval = 300 + + def getPosition(self): + return self.orig_pos + +class Spikeweed(Plant): + def __init__(self, x, y): + Plant.__init__(self, x, y, c.SPIKEWEED, c.PLANT_HEALTH, None) + self.animate_interval = 200 + self.attack_timer = 0 + + def loadImages(self, name, scale): + self.loadFrames(self.frames, name, 0.9, c.WHITE) + + def setIdle(self): + print('spikeweed idle') + self.animate_interval = 200 + self.state = c.IDLE + + def canAttack(self, zombie): + if (self.rect.x <= zombie.rect.right and + (self.rect.right >= zombie.rect.x)): + return True + return False + + def setAttack(self, zombie_group): + self.zombie_group = zombie_group + self.animate_interval = 50 + self.state = c.ATTACK + + def attacking(self): + if (self.current_time - self.attack_timer) > 2000: + self.attack_timer = self.current_time + for zombie in self.zombie_group: + if self.canAttack(zombie): + zombie.setDamage(1, False) + +class Jalapeno(Plant): + def __init__(self, x, y): + Plant.__init__(self, x, y, c.JALAPENO, c.PLANT_HEALTH, None) + self.orig_pos = (x, y) + self.state = c.ATTACK + self.start_explode = False + self.explode_y_range = 0 + self.explode_x_range = 377 + + def loadImages(self, name, scale): + self.explode_frames = [] + explode_name = name + 'Explode' + self.loadFrames(self.explode_frames, explode_name, 1, c.WHITE) + + self.loadFrames(self.frames, name, 1, c.WHITE) + + def setExplode(self): + self.changeFrames(self.explode_frames) + self.animate_timer = self.current_time + self.rect.x = c.MAP_OFFSET_X + self.start_explode = True + + def animation(self): + if self.start_explode: + if(self.current_time - self.animate_timer) > 100: + self.frame_index += 1 + if self.frame_index >= self.frame_num: + self.health = 0 + return + self.animate_timer = self.current_time + else: + if (self.current_time - self.animate_timer) > 100: + self.frame_index += 1 + if self.frame_index >= self.frame_num: + self.setExplode() + return + self.animate_timer = self.current_time + self.image = self.frames[self.frame_index] + + def getPosition(self): + return self.orig_pos + +class ScaredyShroom(Plant): + def __init__(self, x, y, bullet_group): + Plant.__init__(self, x, y, c.SCAREDYSHROOM, c.PLANT_HEALTH, bullet_group) + self.can_sleep = True + self.shoot_timer = 0 + self.cry_x_range = c.GRID_X_SIZE * 2 + + def loadImages(self, name, scale): + self.idle_frames = [] + self.cry_frames = [] + self.sleep_frames = [] + + idle_name = name + cry_name = name + 'Cry' + sleep_name = name + 'Sleep' + + frame_list = [self.idle_frames, self.cry_frames, self.sleep_frames] + name_list = [idle_name, cry_name, sleep_name] + + for i, name in enumerate(name_list): + self.loadFrames(frame_list[i], name, 1, c.WHITE) + + self.frames = self.idle_frames + + def needCry(self, zombie): + if (zombie.state != c.DIE and self.rect.x <= zombie.rect.right and + self.rect.x + self.cry_x_range > zombie.rect.x): + return True + return False + + def setCry(self): + self.state = c.CRY + self.changeFrames(self.cry_frames) + + def setAttack(self): + self.state = c.ATTACK + self.changeFrames(self.idle_frames) + + def setIdle(self): + self.state = c.IDLE + self.changeFrames(self.idle_frames) + + def attacking(self): + if (self.current_time - self.shoot_timer) > 2000: + self.bullet_group.add(Bullet(self.rect.right, self.rect.y + 40, self.rect.y + 40, + c.BULLET_MUSHROOM, c.BULLET_DAMAGE_NORMAL, True)) + self.shoot_timer = self.current_time + +class SunShroom(Plant): + def __init__(self, x, y, sun_group): + Plant.__init__(self, x, y, c.SUNSHROOM, c.PLANT_HEALTH, None) + self.can_sleep = True + self.animate_interval = 200 + self.sun_timer = 0 + self.sun_group = sun_group + self.is_big = False + self.change_timer = 0 + + def loadImages(self, name, scale): + self.idle_frames = [] + self.big_frames = [] + self.sleep_frames = [] + + idle_name = name + big_name = name + 'Big' + sleep_name = name + 'Sleep' + + frame_list = [self.idle_frames, self.big_frames, self.sleep_frames] + name_list = [idle_name, big_name, sleep_name] + + for i, name in enumerate(name_list): + self.loadFrames(frame_list[i], name, 1, c.WHITE) + + self.frames = self.idle_frames + + def idling(self): + if not self.is_big: + if self.change_timer == 0: + self.change_timer = self.current_time + elif (self.current_time - self.change_timer) > 25000: + self.changeFrames(self.big_frames) + self.is_big = True + + if self.sun_timer == 0: + self.sun_timer = self.current_time - (c.FLOWER_SUN_INTERVAL - 6000) + elif (self.current_time - self.sun_timer) > c.FLOWER_SUN_INTERVAL: + self.sun_group.add(Sun(self.rect.centerx, self.rect.bottom, self.rect.right, + self.rect.bottom + self.rect.h // 2, self.is_big)) + self.sun_timer = self.current_time + +class IceShroom(Plant): + def __init__(self, x, y): + Plant.__init__(self, x, y, c.ICESHROOM, c.PLANT_HEALTH, None) + self.can_sleep = True + self.orig_pos = (x, y) + self.start_freeze = False + + def loadImages(self, name, scale): + self.idle_frames = [] + self.snow_frames = [] + self.sleep_frames = [] + self.trap_frames = [] + + idle_name = name + snow_name = name + 'Snow' + sleep_name = name + 'Sleep' + trap_name = name + 'Trap' + + frame_list = [self.idle_frames, self.snow_frames, self.sleep_frames, self.trap_frames] + name_list = [idle_name, snow_name, sleep_name, trap_name] + scale_list = [1, 1.5, 1, 1] + + for i, name in enumerate(name_list): + self.loadFrames(frame_list[i], name, scale_list[i], c.WHITE) + + self.frames = self.idle_frames + + def setFreeze(self): + self.changeFrames(self.snow_frames) + self.animate_timer = self.current_time + self.rect.x = c.MAP_OFFSET_X + self.rect.y = c.MAP_OFFSET_Y + self.start_freeze = True + + def animation(self): + if self.start_freeze: + if(self.current_time - self.animate_timer) > 500: + self.frame_index += 1 + if self.frame_index >= self.frame_num: + self.health = 0 + return + self.animate_timer = self.current_time + else: + if (self.current_time - self.animate_timer) > 100: + self.frame_index += 1 + if self.frame_index >= self.frame_num: + if self.state == c.SLEEP: + self.frame_index = 0 + else: + self.setFreeze() + return + self.animate_timer = self.current_time + self.image = self.frames[self.frame_index] + + def getPosition(self): + return self.orig_pos + +class HypnoShroom(Plant): + def __init__(self, x, y): + Plant.__init__(self, x, y, c.HYPNOSHROOM, 1, None) + self.can_sleep = True + self.animate_interval = 200 + + def loadImages(self, name, scale): + self.idle_frames = [] + self.sleep_frames = [] + + idle_name = name + sleep_name = name + 'Sleep' + + frame_list = [self.idle_frames, self.sleep_frames] + name_list = [idle_name, sleep_name] + + for i, name in enumerate(name_list): + self.loadFrames(frame_list[i], name, 1, c.WHITE) + + self.frames = self.idle_frames + +class WallNutBowling(Plant): + def __init__(self, x, y, map_y, level): + Plant.__init__(self, x, y, c.WALLNUTBOWLING, 1, None) + self.map_y = map_y + self.level = level + self.init_rect = self.rect.copy() + self.rotate_degree = 0 + self.animate_interval = 200 + self.move_timer = 0 + self.move_interval = 70 + self.vel_x = random.randint(12, 15) + self.vel_y = 0 + self.disable_hit_y = -1 + + def loadImages(self, name, scale): + self.loadFrames(self.frames, name, 1, c.WHITE) + + def idling(self): + if self.move_timer == 0: + self.move_timer = self.current_time + elif (self.current_time - self.move_timer) >= self.move_interval: + self.rotate_degree = (self.rotate_degree - 30) % 360 + self.init_rect.x += self.vel_x + self.init_rect.y += self.vel_y + self.handleMapYPosition() + if self.shouldChangeDirection(): + self.changeDirection(-1) + if self.init_rect.x > c.SCREEN_WIDTH: + self.health = 0 + self.move_timer += self.move_interval + + def canHit(self, map_y): + if self.disable_hit_y == map_y: + return False + return True + + def handleMapYPosition(self): + _, map_y1 = self.level.map.getMapIndex(self.init_rect.x, self.init_rect.centery) + _, map_y2 = self.level.map.getMapIndex(self.init_rect.x, self.init_rect.bottom) + if self.map_y != map_y1 and map_y1 == map_y2: + # wallnut bowls to another row, should modify which plant group it belongs to + self.level.plant_groups[self.map_y].remove(self) + self.level.plant_groups[map_y1].add(self) + self.map_y = map_y1 + + def shouldChangeDirection(self): + if self.init_rect.centery <= c.MAP_OFFSET_Y: + return True + elif self.init_rect.bottom + 20 >= c.SCREEN_HEIGHT: + return True + return False + + def changeDirection(self, map_y): + if self.vel_y == 0: + if self.map_y == 0: + direc = 1 + elif self.map_y == (c.GRID_Y_LEN-1): + direc = -1 + else: + if random.randint(0, 1) == 0: + direc = 1 + else: + direc = -1 + self.vel_y = self.vel_x * direc + else: + self.vel_y = - self.vel_y + + self.disable_hit_y = map_y + + def animation(self): + if (self.current_time - self.animate_timer) > self.animate_interval: + self.frame_index += 1 + if self.frame_index >= self.frame_num: + self.frame_index = 0 + self.animate_timer = self.current_time + + image = self.frames[self.frame_index] + self.image = pg.transform.rotate(image, self.rotate_degree) + # must keep the center postion of image when rotate + self.rect = self.image.get_rect(center=self.init_rect.center) + +class RedWallNutBowling(Plant): + def __init__(self, x, y): + Plant.__init__(self, x, y, c.REDWALLNUTBOWLING, 1, None) + self.orig_y = y + self.explode_timer = 0 + self.explode_y_range = 1 + self.explode_x_range = c.GRID_X_SIZE + self.init_rect = self.rect.copy() + self.rotate_degree = 0 + self.animate_interval = 200 + self.move_timer = 0 + self.move_interval = 70 + self.vel_x = random.randint(12, 15) + + def loadImages(self, name, scale): + self.idle_frames = [] + self.explode_frames = [] + + idle_name = name + explode_name = name + 'Explode' + + frame_list = [self.idle_frames, self.explode_frames] + name_list = [idle_name, explode_name] + + for i, name in enumerate(name_list): + self.loadFrames(frame_list[i], name, 1, c.WHITE) + + self.frames = self.idle_frames + + def idling(self): + if self.move_timer == 0: + self.move_timer = self.current_time + elif (self.current_time - self.move_timer) >= self.move_interval: + self.rotate_degree = (self.rotate_degree - 30) % 360 + self.init_rect.x += self.vel_x + if self.init_rect.x > c.SCREEN_WIDTH: + self.health = 0 + self.move_timer += self.move_interval + + def attacking(self): + if self.explode_timer == 0: + self.explode_timer = self.current_time + self.changeFrames(self.explode_frames) + elif (self.current_time - self.explode_timer) > 500: + self.health = 0 + + def animation(self): + if (self.current_time - self.animate_timer) > self.animate_interval: + self.frame_index += 1 + if self.frame_index >= self.frame_num: + self.frame_index = 0 + self.animate_timer = self.current_time + + image = self.frames[self.frame_index] + if self.state == c.IDLE: + self.image = pg.transform.rotate(image, self.rotate_degree) + else: + self.image = image + # must keep the center postion of image when rotate + self.rect = self.image.get_rect(center=self.init_rect.center) + + def getPosition(self): + return (self.rect.centerx, self.orig_y) \ No newline at end of file diff --git a/EXE version/main/source/component/zombie.py b/EXE version/main/source/component/zombie.py new file mode 100644 index 00000000..73780f13 --- /dev/null +++ b/EXE version/main/source/component/zombie.py @@ -0,0 +1,414 @@ +__author__ = 'marble_xu' + +import pygame as pg +from .. import tool +from .. import constants as c + +class Zombie(pg.sprite.Sprite): + def __init__(self, x, y, name, health, head_group=None, damage=1): + pg.sprite.Sprite.__init__(self) + + self.name = name + self.frames = [] + self.frame_index = 0 + self.loadImages() + self.frame_num = len(self.frames) + + self.image = self.frames[self.frame_index] + self.rect = self.image.get_rect() + self.rect.centerx = x + self.rect.bottom = y + + self.health = health + self.damage = damage + self.dead = False + self.losHead = False + self.helmet = False + self.head_group = head_group + + self.walk_timer = 0 + self.animate_timer = 0 + self.attack_timer = 0 + self.state = c.WALK + self.animate_interval = 150 + self.ice_slow_ratio = 1 + self.ice_slow_timer = 0 + self.hit_timer = 0 + self.speed = 1 + self.freeze_timer = 0 + self.is_hypno = False # the zombie is hypo and attack other zombies when it ate a HypnoShroom + + def loadFrames(self, frames, name, image_x, colorkey=c.BLACK): + frame_list = tool.GFX[name] + rect = frame_list[0].get_rect() + width, height = rect.w, rect.h + width -= image_x + + for frame in frame_list: + frames.append(tool.get_image(frame, image_x, 0, width, height, colorkey)) + + def update(self, game_info): + self.current_time = game_info[c.CURRENT_TIME] + self.handleState() + self.updateIceSlow() + self.animation() + + def handleState(self): + if self.state == c.WALK: + self.walking() + elif self.state == c.ATTACK: + self.attacking() + elif self.state == c.DIE: + self.dying() + elif self.state == c.FREEZE: + self.freezing() + + def walking(self): + if self.health <= 0: + self.setDie() + elif self.health <= c.LOSTHEAD_HEALTH and not self.losHead: + self.changeFrames(self.losthead_walk_frames) + self.setLostHead() + elif self.health <= c.NORMAL_HEALTH and self.helmet: + self.changeFrames(self.walk_frames) + self.helmet = False + if self.name == c.NEWSPAPER_ZOMBIE: + self.speed = 2 + + if (self.current_time - self.walk_timer) > (c.ZOMBIE_WALK_INTERVAL * self.getTimeRatio()): + self.walk_timer = self.current_time + if self.is_hypno: + self.rect.x += self.speed + else: + self.rect.x -= self.speed + + def attacking(self): + if self.health <= 0: + self.setDie() + elif self.health <= c.LOSTHEAD_HEALTH and not self.losHead: + self.changeFrames(self.losthead_attack_frames) + self.setLostHead() + elif self.health <= c.NORMAL_HEALTH and self.helmet: + self.changeFrames(self.attack_frames) + self.helmet = False + if (self.current_time - self.attack_timer) > (c.ATTACK_INTERVAL * self.getTimeRatio()): + if self.prey.health > 0: + if self.prey_is_plant: + self.prey.setDamage(self.damage, self) + else: + self.prey.setDamage(self.damage) + self.attack_timer = self.current_time + + if self.prey.health <= 0: + self.prey = None + self.setWalk() + + def dying(self): + pass + + def freezing(self): + if self.health <= 0: + self.setDie() + elif self.health <= c.LOSTHEAD_HEALTH and not self.losHead: + if self.old_state == c.WALK: + self.changeFrames(self.losthead_walk_frames) + else: + self.changeFrames(self.losthead_attack_frames) + self.setLostHead() + if (self.current_time - self.freeze_timer) > c.FREEZE_TIME: + self.setWalk() + + def setLostHead(self): + self.losHead = True + if self.head_group is not None: + self.head_group.add(ZombieHead(self.rect.centerx, self.rect.bottom)) + + def changeFrames(self, frames): + '''change image frames and modify rect position''' + self.frames = frames + self.frame_num = len(self.frames) + self.frame_index = 0 + + bottom = self.rect.bottom + centerx = self.rect.centerx + self.image = self.frames[self.frame_index] + self.rect = self.image.get_rect() + self.rect.bottom = bottom + self.rect.centerx = centerx + + def animation(self): + if self.state == c.FREEZE: + self.image.set_alpha(192) + return + + if (self.current_time - self.animate_timer) > (self.animate_interval * self.getTimeRatio()): + self.frame_index += 1 + if self.frame_index >= self.frame_num: + if self.state == c.DIE: + self.kill() + return + self.frame_index = 0 + self.animate_timer = self.current_time + + self.image = self.frames[self.frame_index] + if self.is_hypno: + self.image = pg.transform.flip(self.image, True, False) + if(self.current_time - self.hit_timer) >= 200: + self.image.set_alpha(255) + else: + self.image.set_alpha(192) + + def getTimeRatio(self): + return self.ice_slow_ratio + + def setIceSlow(self): + '''when get a ice bullet damage, slow the attack or walk speed of the zombie''' + self.ice_slow_timer = self.current_time + self.ice_slow_ratio = 2 + + def updateIceSlow(self): + if self.ice_slow_ratio > 1: + if (self.current_time - self.ice_slow_timer) > c.ICE_SLOW_TIME: + self.ice_slow_ratio = 1 + + def setDamage(self, damage, ice=False): + self.health -= damage + self.hit_timer = self.current_time + if ice: + self.setIceSlow() + + def setWalk(self): + self.state = c.WALK + self.animate_interval = 150 + + if self.helmet: + self.changeFrames(self.helmet_walk_frames) + elif self.losHead: + self.changeFrames(self.losthead_walk_frames) + else: + self.changeFrames(self.walk_frames) + + def setAttack(self, prey, is_plant=True): + self.prey = prey # prey can be plant or other zombies + self.prey_is_plant = is_plant + self.state = c.ATTACK + self.attack_timer = self.current_time + self.animate_interval = 100 + + if self.helmet: + self.changeFrames(self.helmet_attack_frames) + elif self.losHead: + self.changeFrames(self.losthead_attack_frames) + else: + self.changeFrames(self.attack_frames) + + def setDie(self): + self.state = c.DIE + self.animate_interval = 200 + self.changeFrames(self.die_frames) + + def setBoomDie(self): + self.state = c.DIE + self.animate_interval = 200 + self.changeFrames(self.boomdie_frames) + + def setFreeze(self, ice_trap_image): + self.old_state = self.state + self.state = c.FREEZE + self.freeze_timer = self.current_time + self.ice_trap_image = ice_trap_image + self.ice_trap_rect = ice_trap_image.get_rect() + self.ice_trap_rect.centerx = self.rect.centerx + self.ice_trap_rect.bottom = self.rect.bottom + + def drawFreezeTrap(self, surface): + if self.state == c.FREEZE: + surface.blit(self.ice_trap_image, self.ice_trap_rect) + + def setHypno(self): + self.is_hypno = True + self.setWalk() + +class ZombieHead(Zombie): + def __init__(self, x, y): + Zombie.__init__(self, x, y, c.ZOMBIE_HEAD, 0) + self.state = c.DIE + + def loadImages(self): + self.die_frames = [] + die_name = self.name + self.loadFrames(self.die_frames, die_name, 0) + self.frames = self.die_frames + + def setWalk(self): + self.animate_interval = 100 + +class NormalZombie(Zombie): + def __init__(self, x, y, head_group): + Zombie.__init__(self, x, y, c.NORMAL_ZOMBIE, c.NORMAL_HEALTH, head_group) + + def loadImages(self): + self.walk_frames = [] + self.attack_frames = [] + self.losthead_walk_frames = [] + self.losthead_attack_frames = [] + self.die_frames = [] + self.boomdie_frames = [] + + walk_name = self.name + attack_name = self.name + 'Attack' + losthead_walk_name = self.name + 'LostHead' + losthead_attack_name = self.name + 'LostHeadAttack' + die_name = self.name + 'Die' + boomdie_name = c.BOOMDIE + + frame_list = [self.walk_frames, self.attack_frames, self.losthead_walk_frames, + self.losthead_attack_frames, self.die_frames, self.boomdie_frames] + name_list = [walk_name, attack_name, losthead_walk_name, + losthead_attack_name, die_name, boomdie_name] + + for i, name in enumerate(name_list): + self.loadFrames(frame_list[i], name, tool.ZOMBIE_RECT[name]['x']) + + self.frames = self.walk_frames + +class ConeHeadZombie(Zombie): + def __init__(self, x, y, head_group): + Zombie.__init__(self, x, y, c.CONEHEAD_ZOMBIE, c.CONEHEAD_HEALTH, head_group) + self.helmet = True + + def loadImages(self): + self.helmet_walk_frames = [] + self.helmet_attack_frames = [] + self.walk_frames = [] + self.attack_frames = [] + self.losthead_walk_frames = [] + self.losthead_attack_frames = [] + self.die_frames = [] + self.boomdie_frames = [] + + helmet_walk_name = self.name + helmet_attack_name = self.name + 'Attack' + walk_name = c.NORMAL_ZOMBIE + attack_name = c.NORMAL_ZOMBIE + 'Attack' + losthead_walk_name = c.NORMAL_ZOMBIE + 'LostHead' + losthead_attack_name = c.NORMAL_ZOMBIE + 'LostHeadAttack' + die_name = c.NORMAL_ZOMBIE + 'Die' + boomdie_name = c.BOOMDIE + + frame_list = [self.helmet_walk_frames, self.helmet_attack_frames, + self.walk_frames, self.attack_frames, self.losthead_walk_frames, + self.losthead_attack_frames, self.die_frames, self.boomdie_frames] + name_list = [helmet_walk_name, helmet_attack_name, + walk_name, attack_name, losthead_walk_name, + losthead_attack_name, die_name, boomdie_name] + + for i, name in enumerate(name_list): + self.loadFrames(frame_list[i], name, tool.ZOMBIE_RECT[name]['x']) + + self.frames = self.helmet_walk_frames + +class BucketHeadZombie(Zombie): + def __init__(self, x, y, head_group): + Zombie.__init__(self, x, y, c.BUCKETHEAD_ZOMBIE, c.BUCKETHEAD_HEALTH, head_group) + self.helmet = True + + def loadImages(self): + self.helmet_walk_frames = [] + self.helmet_attack_frames = [] + self.walk_frames = [] + self.attack_frames = [] + self.losthead_walk_frames = [] + self.losthead_attack_frames = [] + self.die_frames = [] + self.boomdie_frames = [] + + helmet_walk_name = self.name + helmet_attack_name = self.name + 'Attack' + walk_name = c.NORMAL_ZOMBIE + attack_name = c.NORMAL_ZOMBIE + 'Attack' + losthead_walk_name = c.NORMAL_ZOMBIE + 'LostHead' + losthead_attack_name = c.NORMAL_ZOMBIE + 'LostHeadAttack' + die_name = c.NORMAL_ZOMBIE + 'Die' + boomdie_name = c.BOOMDIE + + frame_list = [self.helmet_walk_frames, self.helmet_attack_frames, + self.walk_frames, self.attack_frames, self.losthead_walk_frames, + self.losthead_attack_frames, self.die_frames, self.boomdie_frames] + name_list = [helmet_walk_name, helmet_attack_name, + walk_name, attack_name, losthead_walk_name, + losthead_attack_name, die_name, boomdie_name] + + for i, name in enumerate(name_list): + self.loadFrames(frame_list[i], name, tool.ZOMBIE_RECT[name]['x']) + + self.frames = self.helmet_walk_frames + +class FlagZombie(Zombie): + def __init__(self, x, y, head_group): + Zombie.__init__(self, x, y, c.FLAG_ZOMBIE, c.FLAG_HEALTH, head_group) + + def loadImages(self): + self.walk_frames = [] + self.attack_frames = [] + self.losthead_walk_frames = [] + self.losthead_attack_frames = [] + self.die_frames = [] + self.boomdie_frames = [] + + walk_name = self.name + attack_name = self.name + 'Attack' + losthead_walk_name = self.name + 'LostHead' + losthead_attack_name = self.name + 'LostHeadAttack' + die_name = c.NORMAL_ZOMBIE + 'Die' + boomdie_name = c.BOOMDIE + + frame_list = [self.walk_frames, self.attack_frames, self.losthead_walk_frames, + self.losthead_attack_frames, self.die_frames, self.boomdie_frames] + name_list = [walk_name, attack_name, losthead_walk_name, + losthead_attack_name, die_name, boomdie_name] + + for i, name in enumerate(name_list): + self.loadFrames(frame_list[i], name, tool.ZOMBIE_RECT[name]['x']) + + self.frames = self.walk_frames + +class NewspaperZombie(Zombie): + def __init__(self, x, y, head_group): + Zombie.__init__(self, x, y, c.NEWSPAPER_ZOMBIE, c.NEWSPAPER_HEALTH, head_group) + self.helmet = True + + def loadImages(self): + self.helmet_walk_frames = [] + self.helmet_attack_frames = [] + self.walk_frames = [] + self.attack_frames = [] + self.losthead_walk_frames = [] + self.losthead_attack_frames = [] + self.die_frames = [] + self.boomdie_frames = [] + + helmet_walk_name = self.name + helmet_attack_name = self.name + 'Attack' + walk_name = self.name + 'NoPaper' + attack_name = self.name + 'NoPaperAttack' + losthead_walk_name = self.name + 'LostHead' + losthead_attack_name = self.name + 'LostHeadAttack' + die_name = self.name + 'Die' + boomdie_name = c.BOOMDIE + + frame_list = [self.helmet_walk_frames, self.helmet_attack_frames, + self.walk_frames, self.attack_frames, self.losthead_walk_frames, + self.losthead_attack_frames, self.die_frames, self.boomdie_frames] + name_list = [helmet_walk_name, helmet_attack_name, + walk_name, attack_name, losthead_walk_name, + losthead_attack_name, die_name, boomdie_name] + + for i, name in enumerate(name_list): + if name == c.BOOMDIE: + color = c.BLACK + else: + color = c.WHITE + self.loadFrames(frame_list[i], name, tool.ZOMBIE_RECT[name]['x'], color) + + self.frames = self.helmet_walk_frames \ No newline at end of file diff --git a/EXE version/main/source/constants.py b/EXE version/main/source/constants.py new file mode 100644 index 00000000..0c4e2b6e --- /dev/null +++ b/EXE version/main/source/constants.py @@ -0,0 +1,180 @@ +__author__ = 'marble_xu' + +START_LEVEL_NUM = 1 + +ORIGINAL_CAPTION = 'Plant VS Zombies Game' + +SCREEN_WIDTH = 800 +SCREEN_HEIGHT = 600 +SCREEN_SIZE = (SCREEN_WIDTH, SCREEN_HEIGHT) + +GRID_X_LEN = 9 +GRID_Y_LEN = 5 +GRID_X_SIZE = 80 +GRID_Y_SIZE = 100 + + +WHITE = (255, 255, 255) +NAVYBLUE = ( 60, 60, 100) +SKY_BLUE = ( 39, 145, 251) +BLACK = ( 0, 0, 0) +LIGHTYELLOW = (234, 233, 171) +RED = (255, 0, 0) +PURPLE = (255, 0, 255) +GOLD = (255, 215, 0) +GREEN = ( 0, 255, 0) + +SIZE_MULTIPLIER = 1.3 + +#GAME INFO DICTIONARY KEYS +CURRENT_TIME = 'current time' +LEVEL_NUM = 'level num' + +#STATES FOR ENTIRE GAME +MAIN_MENU = 'main menu' +LOAD_SCREEN = 'load screen' +GAME_LOSE = 'game los' +GAME_VICTORY = 'game victory' +LEVEL = 'level' + +MAIN_MENU_IMAGE = 'MainMenu' +OPTION_ADVENTURE = 'Adventure' +GAME_LOOSE_IMAGE = 'GameLoose' +GAME_VICTORY_IMAGE = 'GameVictory' + +#MAP COMPONENTS +BACKGROUND_NAME = 'Background' +BACKGROUND_TYPE = 'background_type' +INIT_SUN_NAME = 'init_sun_value' +ZOMBIE_LIST = 'zombie_list' + +MAP_EMPTY = 0 +MAP_EXIST = 1 + +BACKGROUND_OFFSET_X = 220 +MAP_OFFSET_X = 35 +MAP_OFFSET_Y = 100 + +#MENUBAR +CHOOSEBAR_TYPE = 'choosebar_type' +CHOOSEBAR_STATIC = 0 +CHOOSEBAR_MOVE = 1 +CHOSSEBAR_BOWLING = 2 +MENUBAR_BACKGROUND = 'ChooserBackground' +MOVEBAR_BACKGROUND = 'MoveBackground' +PANEL_BACKGROUND = 'PanelBackground' +START_BUTTON = 'StartButton' +CARD_POOL = 'card_pool' + +MOVEBAR_CARD_FRESH_TIME = 6000 +CARD_MOVE_TIME = 60 + +#PLANT INFO +PLANT_IMAGE_RECT = 'plant_image_rect' +CAR = 'car' +SUN = 'Sun' +SUNFLOWER = 'SunFlower' +PEASHOOTER = 'Peashooter' +SNOWPEASHOOTER = 'SnowPea' +WALLNUT = 'WallNut' +CHERRYBOMB = 'CherryBomb' +THREEPEASHOOTER = 'Threepeater' +REPEATERPEA = 'RepeaterPea' +CHOMPER = 'Chomper' +CHERRY_BOOM_IMAGE = 'Boom' +PUFFSHROOM = 'PuffShroom' +POTATOMINE = 'PotatoMine' +SQUASH = 'Squash' +SPIKEWEED = 'Spikeweed' +JALAPENO = 'Jalapeno' +SCAREDYSHROOM = 'ScaredyShroom' +SUNSHROOM = 'SunShroom' +ICESHROOM = 'IceShroom' +HYPNOSHROOM = 'HypnoShroom' +WALLNUTBOWLING = 'WallNutBowling' +REDWALLNUTBOWLING = 'RedWallNutBowling' + +PLANT_HEALTH = 5 +WALLNUT_HEALTH = 30 +WALLNUT_CRACKED1_HEALTH = 20 +WALLNUT_CRACKED2_HEALTH = 10 +WALLNUT_BOWLING_DAMAGE = 10 + +PRODUCE_SUN_INTERVAL = 7000 +FLOWER_SUN_INTERVAL = 22000 +SUN_LIVE_TIME = 7000 +SUN_VALUE = 25 + +ICE_SLOW_TIME = 2000 + +FREEZE_TIME = 7500 +ICETRAP = 'IceTrap' + +#PLANT CARD INFO +CARD_SUNFLOWER = 'card_sunflower' +CARD_PEASHOOTER = 'card_peashooter' +CARD_SNOWPEASHOOTER = 'card_snowpea' +CARD_WALLNUT = 'card_wallnut' +CARD_CHERRYBOMB = 'card_cherrybomb' +CARD_THREEPEASHOOTER = 'card_threepeashooter' +CARD_REPEATERPEA = 'card_repeaterpea' +CARD_CHOMPER = 'card_chomper' +CARD_PUFFSHROOM = 'card_puffshroom' +CARD_POTATOMINE = 'card_potatomine' +CARD_SQUASH = 'card_squash' +CARD_SPIKEWEED = 'card_spikeweed' +CARD_JALAPENO = 'card_jalapeno' +CARD_SCAREDYSHROOM = 'card_scaredyshroom' +CARD_SUNSHROOM = 'card_sunshroom' +CARD_ICESHROOM = 'card_iceshroom' +CARD_HYPNOSHROOM = 'card_hypnoshroom' +CARD_REDWALLNUT = 'card_redwallnut' + +#BULLET INFO +BULLET_PEA = 'PeaNormal' +BULLET_PEA_ICE = 'PeaIce' +BULLET_MUSHROOM = 'BulletMushRoom' +BULLET_DAMAGE_NORMAL = 1 + +#ZOMBIE INFO +ZOMBIE_IMAGE_RECT = 'zombie_image_rect' +ZOMBIE_HEAD = 'ZombieHead' +NORMAL_ZOMBIE = 'Zombie' +CONEHEAD_ZOMBIE = 'ConeheadZombie' +BUCKETHEAD_ZOMBIE = 'BucketheadZombie' +FLAG_ZOMBIE = 'FlagZombie' +NEWSPAPER_ZOMBIE = 'NewspaperZombie' +BOOMDIE = 'BoomDie' + +LOSTHEAD_HEALTH = 5 +NORMAL_HEALTH = 10 +FLAG_HEALTH = 15 +CONEHEAD_HEALTH = 20 +BUCKETHEAD_HEALTH = 30 +NEWSPAPER_HEALTH = 15 + +ATTACK_INTERVAL = 1000 +ZOMBIE_WALK_INTERVAL = 70 + +ZOMBIE_START_X = SCREEN_WIDTH + 50 + +#STATE +IDLE = 'idle' +FLY = 'fly' +EXPLODE = 'explode' +ATTACK = 'attack' +ATTACKED = 'attacked' +DIGEST = 'digest' +WALK = 'walk' +DIE = 'die' +CRY = 'cry' +FREEZE = 'freeze' +SLEEP = 'sleep' + +#LEVEL STATE +CHOOSE = 'choose' +PLAY = 'play' + +#BACKGROUND +BACKGROUND_DAY = 0 +BACKGROUND_NIGHT = 1 \ No newline at end of file diff --git a/EXE version/main/source/data/entity/plant.json b/EXE version/main/source/data/entity/plant.json new file mode 100644 index 00000000..a790f7c0 --- /dev/null +++ b/EXE version/main/source/data/entity/plant.json @@ -0,0 +1,14 @@ +{ + "plant_image_rect":{ + "PeaNormal":{"x":28, "y":0, "width":28, "height":34}, + "PeaIce":{"x":26, "y":0, "width":30, "height":34}, + "Chomper":{"x":0, "y":0, "width":100, "height":114}, + "PuffShroom":{"x":0, "y":28, "width":35, "height":38}, + "PuffShroomSleep":{"x":1, "y":0, "width":39, "height":65}, + "BulletMushRoom":{"x":0, "y":1, "width":55, "height":21}, + "PotatoMine":{"x":0, "y":0, "width":75, "height":55}, + "Squash":{"x":10, "y":140, "width":80, "height":86}, + "SquashAim":{"x":10, "y":140, "width":80, "height":86}, + "Spikeweed":{"x":3, "y":0, "width":80, "height":35} + } +} \ No newline at end of file diff --git a/EXE version/main/source/data/entity/zombie.json b/EXE version/main/source/data/entity/zombie.json new file mode 100644 index 00000000..bbc81fba --- /dev/null +++ b/EXE version/main/source/data/entity/zombie.json @@ -0,0 +1,25 @@ +{ + "zombie_image_rect":{ + "Zombie":{"x":62, "width":90}, + "ZombieAttack":{"x":62, "width":90}, + "ZombieLostHead":{"x":62, "width":90}, + "ZombieLostHeadAttack":{"x":62, "width":90}, + "ZombieDie":{"x":0, "width":164}, + "BoomDie":{"x":68, "width":80}, + "ConeheadZombie":{"x":80, "width":80}, + "ConeheadZombieAttack":{"x":79, "width":87}, + "BucketheadZombie":{"x":54, "width":90}, + "BucketheadZombieAttack":{"x":46, "width":90}, + "FlagZombie":{"x":56, "width":110}, + "FlagZombieAttack":{"x":60, "width":100}, + "FlagZombieLostHead":{"x":55, "width":110}, + "FlagZombieLostHeadAttack":{"x":55, "width":110}, + "NewspaperZombie":{"x":48, "width":92}, + "NewspaperZombieAttack":{"x":48, "width":92}, + "NewspaperZombieNoPaper":{"x":40, "width":98}, + "NewspaperZombieNoPaperAttack":{"x":48, "width":92}, + "NewspaperZombieLostHead":{"x":44, "width":96}, + "NewspaperZombieLostHeadAttack":{"x":48, "width":92}, + "NewspaperZombieDie":{"x":0, "width":100} + } +} \ No newline at end of file diff --git a/EXE version/main/source/data/map/level_0.json b/EXE version/main/source/data/map/level_0.json new file mode 100644 index 00000000..c22fd757 --- /dev/null +++ b/EXE version/main/source/data/map/level_0.json @@ -0,0 +1,7 @@ +{ + "background_type":0, + "init_sun_value":500, + "zombie_list":[ + {"time":1000, "map_y":2, "name":"Zombie"} + ] +} \ No newline at end of file diff --git a/EXE version/main/source/data/map/level_1.json b/EXE version/main/source/data/map/level_1.json new file mode 100644 index 00000000..59801a4d --- /dev/null +++ b/EXE version/main/source/data/map/level_1.json @@ -0,0 +1,19 @@ +{ + "background_type":0, + "init_sun_value":50, + "zombie_list":[ + {"time":20000, "map_y":0, "name":"Zombie"}, + {"time":40000, "map_y":2, "name":"FlagZombie"}, + {"time":50000, "map_y":4, "name":"Zombie"}, + {"time":70000, "map_y":3, "name":"Zombie"}, + {"time":72000, "map_y":1, "name":"FlagZombie"}, + {"time":74000, "map_y":2, "name":"Zombie"}, + {"time":90000, "map_y":0, "name":"Zombie"}, + {"time":91000, "map_y":1, "name":"FlagZombie"}, + {"time":92000, "map_y":2, "name":"Zombie"}, + {"time":93000, "map_y":3, "name":"FlagZombie"}, + {"time":94000, "map_y":0, "name":"Zombie"}, + {"time":95000, "map_y":4, "name":"FlagZombie"}, + {"time":96000, "map_y":1, "name":"Zombie"} + ] +} \ No newline at end of file diff --git a/EXE version/main/source/data/map/level_2.json b/EXE version/main/source/data/map/level_2.json new file mode 100644 index 00000000..b3d9170d --- /dev/null +++ b/EXE version/main/source/data/map/level_2.json @@ -0,0 +1,19 @@ +{ + "background_type":0, + "init_sun_value":50, + "zombie_list":[ + {"time":20000, "map_y":0, "name":"Zombie"}, + {"time":40000, "map_y":2, "name":"FlagZombie"}, + {"time":50000, "map_y":4, "name":"ConeheadZombie"}, + {"time":70000, "map_y":3, "name":"ConeheadZombie"}, + {"time":72000, "map_y":1, "name":"FlagZombie"}, + {"time":74000, "map_y":2, "name":"ConeheadZombie"}, + {"time":90000, "map_y":0, "name":"FlagZombie"}, + {"time":91000, "map_y":1, "name":"ConeheadZombie"}, + {"time":92000, "map_y":2, "name":"Zombie"}, + {"time":93000, "map_y":3, "name":"ConeheadZombie"}, + {"time":94000, "map_y":0, "name":"Zombie"}, + {"time":95000, "map_y":4, "name":"FlagZombie"}, + {"time":96000, "map_y":1, "name":"ConeheadZombie"} + ] +} \ No newline at end of file diff --git a/EXE version/main/source/data/map/level_3.json b/EXE version/main/source/data/map/level_3.json new file mode 100644 index 00000000..04ad595b --- /dev/null +++ b/EXE version/main/source/data/map/level_3.json @@ -0,0 +1,20 @@ +{ + "background_type":1, + "init_sun_value":50, + "zombie_list":[ + {"time":20000, "map_y":0, "name":"Zombie"}, + {"time":40000, "map_y":2, "name":"ConeheadZombie"}, + {"time":50000, "map_y":4, "name":"BucketheadZombie"}, + {"time":70000, "map_y":3, "name":"BucketheadZombie"}, + {"time":72000, "map_y":1, "name":"FlagZombie"}, + {"time":74000, "map_y":2, "name":"ConeheadZombie"}, + {"time":90000, "map_y":0, "name":"BucketheadZombie"}, + {"time":91000, "map_y":1, "name":"ConeheadZombie"}, + {"time":92000, "map_y":2, "name":"Zombie"}, + {"time":93000, "map_y":3, "name":"BucketheadZombie"}, + {"time":94000, "map_y":0, "name":"Zombie"}, + {"time":95000, "map_y":4, "name":"FlagZombie"}, + {"time":96000, "map_y":1, "name":"BucketheadZombie"}, + {"time":97000, "map_y":1, "name":"FlagZombie"} + ] +} diff --git a/EXE version/main/source/data/map/level_4.json b/EXE version/main/source/data/map/level_4.json new file mode 100644 index 00000000..aaa525be --- /dev/null +++ b/EXE version/main/source/data/map/level_4.json @@ -0,0 +1,41 @@ +{ + "background_type":0, + "choosebar_type":1, + "card_pool":[ + {"name":"Peashooter"}, + {"name":"SnowPea"}, + {"name":"WallNut"}, + {"name":"CherryBomb"}, + {"name":"RepeaterPea"}, + {"name":"Chomper"}, + {"name":"PotatoMine"} + ], + "zombie_list":[ + {"time": 1000, "map_y":1, "name":"Zombie"}, + {"time": 6000, "map_y":3, "name":"FlagZombie"}, + {"time":10000, "map_y":0, "name":"ConeheadZombie"}, + {"time":14000, "map_y":2, "name":"NewspaperZombie"}, + {"time":18000, "map_y":4, "name":"BucketheadZombie"}, + {"time":22000, "map_y":0, "name":"Zombie"}, + {"time":26000, "map_y":3, "name":"BucketheadZombie"}, + {"time":30000, "map_y":4, "name":"Zombie"}, + {"time":32000, "map_y":3, "name":"NewspaperZombie"}, + {"time":34000, "map_y":1, "name":"FlagZombie"}, + {"time":36000, "map_y":2, "name":"ConeheadZombie"}, + {"time":38000, "map_y":0, "name":"BucketheadZombie"}, + {"time":40000, "map_y":1, "name":"ConeheadZombie"}, + {"time":42000, "map_y":1, "name":"NewspaperZombie"}, + {"time":60000, "map_y":4, "name":"Zombie"}, + {"time":61000, "map_y":3, "name":"NewspaperZombie"}, + {"time":62000, "map_y":1, "name":"FlagZombie"}, + {"time":63000, "map_y":2, "name":"Zombie"}, + {"time":64000, "map_y":0, "name":"BucketheadZombie"}, + {"time":65000, "map_y":1, "name":"ConeheadZombie"}, + {"time":66000, "map_y":2, "name":"Zombie"}, + {"time":67000, "map_y":4, "name":"BucketheadZombie"}, + {"time":68000, "map_y":3, "name":"NewspaperZombie"}, + {"time":69000, "map_y":1, "name":"FlagZombie"}, + {"time":70000, "map_y":4, "name":"BucketheadZombie"}, + {"time":71000, "map_y":0, "name":"FlagZombie"} + ] +} \ No newline at end of file diff --git a/EXE version/main/source/data/map/level_5.json b/EXE version/main/source/data/map/level_5.json new file mode 100644 index 00000000..343c68b9 --- /dev/null +++ b/EXE version/main/source/data/map/level_5.json @@ -0,0 +1,33 @@ +{ + "background_type":4, + "choosebar_type":2, + "card_pool":[ + {"name":"WallNutBowling"}, + {"name":"RedWallNutBowling"} + ], + "zombie_list":[ + {"time": 1000, "map_y":1, "name":"Zombie"}, + {"time":10000, "map_y":3, "name":"FlagZombie"}, + {"time":12000, "map_y":0, "name":"ConeheadZombie"}, + {"time":14000, "map_y":2, "name":"NewspaperZombie"}, + {"time":18000, "map_y":4, "name":"BucketheadZombie"}, + {"time":22000, "map_y":3, "name":"Zombie"}, + {"time":26000, "map_y":1, "name":"BucketheadZombie"}, + {"time":30000, "map_y":4, "name":"Zombie"}, + {"time":32000, "map_y":3, "name":"NewspaperZombie"}, + {"time":34000, "map_y":1, "name":"FlagZombie"}, + {"time":36000, "map_y":2, "name":"ConeheadZombie"}, + {"time":40000, "map_y":1, "name":"ConeheadZombie"}, + {"time":42000, "map_y":1, "name":"NewspaperZombie"}, + {"time":50000, "map_y":4, "name":"Zombie"}, + {"time":54000, "map_y":3, "name":"NewspaperZombie"}, + {"time":58000, "map_y":1, "name":"FlagZombie"}, + {"time":62000, "map_y":2, "name":"Zombie"}, + {"time":64000, "map_y":1, "name":"ConeheadZombie"}, + {"time":66000, "map_y":2, "name":"Zombie"}, + {"time":68000, "map_y":3, "name":"NewspaperZombie"}, + {"time":70000, "map_y":1, "name":"FlagZombie"}, + {"time":72000, "map_y":4, "name":"BucketheadZombie"}, + {"time":74000, "map_y":0, "name":"FlagZombie"} + ] +} \ No newline at end of file diff --git a/EXE version/main/source/main.py b/EXE version/main/source/main.py new file mode 100644 index 00000000..92fcdc19 --- /dev/null +++ b/EXE version/main/source/main.py @@ -0,0 +1,14 @@ +__author__ = 'marble_xu' + +from . import tool +from . import constants as c +from .state import mainmenu, screen, level + +def main(): + game = tool.Control() + state_dict = {c.MAIN_MENU: mainmenu.Menu(), + c.GAME_VICTORY: screen.GameVictoryScreen(), + c.GAME_LOSE: screen.GameLoseScreen(), + c.LEVEL: level.Level()} + game.setup_states(state_dict, c.MAIN_MENU) + game.main() \ No newline at end of file diff --git a/EXE version/main/source/state/__init__.py b/EXE version/main/source/state/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/EXE version/main/source/state/__pycache__/__init__.cpython-39.pyc b/EXE version/main/source/state/__pycache__/__init__.cpython-39.pyc new file mode 100644 index 00000000..08e8b4ee Binary files /dev/null and b/EXE version/main/source/state/__pycache__/__init__.cpython-39.pyc differ diff --git a/EXE version/main/source/state/__pycache__/level.cpython-39.pyc b/EXE version/main/source/state/__pycache__/level.cpython-39.pyc new file mode 100644 index 00000000..b5a98b90 Binary files /dev/null and b/EXE version/main/source/state/__pycache__/level.cpython-39.pyc differ diff --git a/EXE version/main/source/state/__pycache__/mainmenu.cpython-39.pyc b/EXE version/main/source/state/__pycache__/mainmenu.cpython-39.pyc new file mode 100644 index 00000000..0be55b29 Binary files /dev/null and b/EXE version/main/source/state/__pycache__/mainmenu.cpython-39.pyc differ diff --git a/EXE version/main/source/state/__pycache__/screen.cpython-39.pyc b/EXE version/main/source/state/__pycache__/screen.cpython-39.pyc new file mode 100644 index 00000000..71068092 Binary files /dev/null and b/EXE version/main/source/state/__pycache__/screen.cpython-39.pyc differ diff --git a/EXE version/main/source/state/level.py b/EXE version/main/source/state/level.py new file mode 100644 index 00000000..133cc28a --- /dev/null +++ b/EXE version/main/source/state/level.py @@ -0,0 +1,549 @@ +__author__ = 'marble_xu' + +import os +import json +import pygame as pg +from .. import tool +from .. import constants as c +from ..component import map, plant, zombie, menubar + +class Level(tool.State): + def __init__(self): + tool.State.__init__(self) + + def startup(self, current_time, persist): + self.game_info = persist + self.persist = self.game_info + self.game_info[c.CURRENT_TIME] = current_time + self.map_y_len = c.GRID_Y_LEN + self.map = map.Map(c.GRID_X_LEN, self.map_y_len) + + self.loadMap() + self.setupBackground() + self.initState() + + def loadMap(self): + map_file = 'level_' + str(self.game_info[c.LEVEL_NUM]) + '.json' + file_path = os.path.join('source', 'data', 'map', map_file) + f = open(file_path) + self.map_data = json.load(f) + f.close() + + def setupBackground(self): + img_index = self.map_data[c.BACKGROUND_TYPE] + self.background_type = img_index + self.background = tool.GFX[c.BACKGROUND_NAME][img_index] + self.bg_rect = self.background.get_rect() + + self.level = pg.Surface((self.bg_rect.w, self.bg_rect.h)).convert() + self.viewport = tool.SCREEN.get_rect(bottom=self.bg_rect.bottom) + self.viewport.x += c.BACKGROUND_OFFSET_X + + def setupGroups(self): + self.sun_group = pg.sprite.Group() + self.head_group = pg.sprite.Group() + + self.plant_groups = [] + self.zombie_groups = [] + self.hypno_zombie_groups = [] #zombies who are hypno after eating hypnoshroom + self.bullet_groups = [] + for i in range(self.map_y_len): + self.plant_groups.append(pg.sprite.Group()) + self.zombie_groups.append(pg.sprite.Group()) + self.hypno_zombie_groups.append(pg.sprite.Group()) + self.bullet_groups.append(pg.sprite.Group()) + + def setupZombies(self): + def takeTime(element): + return element[0] + + self.zombie_list = [] + for data in self.map_data[c.ZOMBIE_LIST]: + self.zombie_list.append((data['time'], data['name'], data['map_y'])) + self.zombie_start_time = 0 + self.zombie_list.sort(key=takeTime) + + def setupCars(self): + self.cars = [] + for i in range(self.map_y_len): + _, y = self.map.getMapGridPos(0, i) + self.cars.append(plant.Car(-25, y+20, i)) + + def update(self, surface, current_time, mouse_pos, mouse_click): + self.current_time = self.game_info[c.CURRENT_TIME] = current_time + if self.state == c.CHOOSE: + self.choose(mouse_pos, mouse_click) + elif self.state == c.PLAY: + self.play(mouse_pos, mouse_click) + + self.draw(surface) + + def initBowlingMap(self): + print('initBowlingMap') + for x in range(3, self.map.width): + for y in range(self.map.height): + self.map.setMapGridType(x, y, c.MAP_EXIST) + + def initState(self): + if c.CHOOSEBAR_TYPE in self.map_data: + self.bar_type = self.map_data[c.CHOOSEBAR_TYPE] + else: + self.bar_type = c.CHOOSEBAR_STATIC + + if self.bar_type == c.CHOOSEBAR_STATIC: + self.initChoose() + else: + card_pool = menubar.getCardPool(self.map_data[c.CARD_POOL]) + self.initPlay(card_pool) + if self.bar_type == c.CHOSSEBAR_BOWLING: + self.initBowlingMap() + + def initChoose(self): + self.state = c.CHOOSE + self.panel = menubar.Panel(menubar.all_card_list, self.map_data[c.INIT_SUN_NAME]) + + def choose(self, mouse_pos, mouse_click): + if mouse_pos and mouse_click[0]: + self.panel.checkCardClick(mouse_pos) + if self.panel.checkStartButtonClick(mouse_pos): + self.initPlay(self.panel.getSelectedCards()) + + def initPlay(self, card_list): + self.state = c.PLAY + if self.bar_type == c.CHOOSEBAR_STATIC: + self.menubar = menubar.MenuBar(card_list, self.map_data[c.INIT_SUN_NAME]) + else: + self.menubar = menubar.MoveBar(card_list) + self.drag_plant = False + self.hint_image = None + self.hint_plant = False + if self.background_type == c.BACKGROUND_DAY and self.bar_type == c.CHOOSEBAR_STATIC: + self.produce_sun = True + else: + self.produce_sun = False + self.sun_timer = self.current_time + + self.removeMouseImage() + self.setupGroups() + self.setupZombies() + self.setupCars() + + def play(self, mouse_pos, mouse_click): + if self.zombie_start_time == 0: + self.zombie_start_time = self.current_time + elif len(self.zombie_list) > 0: + data = self.zombie_list[0] + if data[0] <= (self.current_time - self.zombie_start_time): + self.createZombie(data[1], data[2]) + self.zombie_list.remove(data) + + for i in range(self.map_y_len): + self.bullet_groups[i].update(self.game_info) + self.plant_groups[i].update(self.game_info) + self.zombie_groups[i].update(self.game_info) + self.hypno_zombie_groups[i].update(self.game_info) + for zombie in self.hypno_zombie_groups[i]: + if zombie.rect.x > c.SCREEN_WIDTH: + zombie.kill() + + self.head_group.update(self.game_info) + self.sun_group.update(self.game_info) + + if not self.drag_plant and mouse_pos and mouse_click[0]: + result = self.menubar.checkCardClick(mouse_pos) + if result: + self.setupMouseImage(result[0], result[1]) + elif self.drag_plant: + if mouse_click[1]: + self.removeMouseImage() + elif mouse_click[0]: + if self.menubar.checkMenuBarClick(mouse_pos): + self.removeMouseImage() + else: + self.addPlant() + elif mouse_pos is None: + self.setupHintImage() + + if self.produce_sun: + if(self.current_time - self.sun_timer) > c.PRODUCE_SUN_INTERVAL: + self.sun_timer = self.current_time + map_x, map_y = self.map.getRandomMapIndex() + x, y = self.map.getMapGridPos(map_x, map_y) + self.sun_group.add(plant.Sun(x, 0, x, y)) + if not self.drag_plant and mouse_pos and mouse_click[0]: + for sun in self.sun_group: + if sun.checkCollision(mouse_pos[0], mouse_pos[1]): + self.menubar.increaseSunValue(sun.sun_value) + + for car in self.cars: + car.update(self.game_info) + + self.menubar.update(self.current_time) + + self.checkBulletCollisions() + self.checkZombieCollisions() + self.checkPlants() + self.checkCarCollisions() + self.checkGameState() + + def createZombie(self, name, map_y): + x, y = self.map.getMapGridPos(0, map_y) + if name == c.NORMAL_ZOMBIE: + self.zombie_groups[map_y].add(zombie.NormalZombie(c.ZOMBIE_START_X, y, self.head_group)) + elif name == c.CONEHEAD_ZOMBIE: + self.zombie_groups[map_y].add(zombie.ConeHeadZombie(c.ZOMBIE_START_X, y, self.head_group)) + elif name == c.BUCKETHEAD_ZOMBIE: + self.zombie_groups[map_y].add(zombie.BucketHeadZombie(c.ZOMBIE_START_X, y, self.head_group)) + elif name == c.FLAG_ZOMBIE: + self.zombie_groups[map_y].add(zombie.FlagZombie(c.ZOMBIE_START_X, y, self.head_group)) + elif name == c.NEWSPAPER_ZOMBIE: + self.zombie_groups[map_y].add(zombie.NewspaperZombie(c.ZOMBIE_START_X, y, self.head_group)) + + def canSeedPlant(self): + x, y = pg.mouse.get_pos() + return self.map.showPlant(x, y) + + def addPlant(self): + pos = self.canSeedPlant() + if pos is None: + return + + if self.hint_image is None: + self.setupHintImage() + x, y = self.hint_rect.centerx, self.hint_rect.bottom + map_x, map_y = self.map.getMapIndex(x, y) + if self.plant_name == c.SUNFLOWER: + new_plant = plant.SunFlower(x, y, self.sun_group) + elif self.plant_name == c.PEASHOOTER: + new_plant = plant.PeaShooter(x, y, self.bullet_groups[map_y]) + elif self.plant_name == c.SNOWPEASHOOTER: + new_plant = plant.SnowPeaShooter(x, y, self.bullet_groups[map_y]) + elif self.plant_name == c.WALLNUT: + new_plant = plant.WallNut(x, y) + elif self.plant_name == c.CHERRYBOMB: + new_plant = plant.CherryBomb(x, y) + elif self.plant_name == c.THREEPEASHOOTER: + new_plant = plant.ThreePeaShooter(x, y, self.bullet_groups, map_y) + elif self.plant_name == c.REPEATERPEA: + new_plant = plant.RepeaterPea(x, y, self.bullet_groups[map_y]) + elif self.plant_name == c.CHOMPER: + new_plant = plant.Chomper(x, y) + elif self.plant_name == c.PUFFSHROOM: + new_plant = plant.PuffShroom(x, y, self.bullet_groups[map_y]) + elif self.plant_name == c.POTATOMINE: + new_plant = plant.PotatoMine(x, y) + elif self.plant_name == c.SQUASH: + new_plant = plant.Squash(x, y) + elif self.plant_name == c.SPIKEWEED: + new_plant = plant.Spikeweed(x, y) + elif self.plant_name == c.JALAPENO: + new_plant = plant.Jalapeno(x, y) + elif self.plant_name == c.SCAREDYSHROOM: + new_plant = plant.ScaredyShroom(x, y, self.bullet_groups[map_y]) + elif self.plant_name == c.SUNSHROOM: + new_plant = plant.SunShroom(x, y, self.sun_group) + elif self.plant_name == c.ICESHROOM: + new_plant = plant.IceShroom(x, y) + elif self.plant_name == c.HYPNOSHROOM: + new_plant = plant.HypnoShroom(x, y) + elif self.plant_name == c.WALLNUTBOWLING: + new_plant = plant.WallNutBowling(x, y, map_y, self) + elif self.plant_name == c.REDWALLNUTBOWLING: + new_plant = plant.RedWallNutBowling(x, y) + + if new_plant.can_sleep and self.background_type == c.BACKGROUND_DAY: + new_plant.setSleep() + self.plant_groups[map_y].add(new_plant) + if self.bar_type == c.CHOOSEBAR_STATIC: + self.menubar.decreaseSunValue(self.select_plant.sun_cost) + self.menubar.setCardFrozenTime(self.plant_name) + else: + self.menubar.deleateCard(self.select_plant) + + if self.bar_type != c.CHOSSEBAR_BOWLING: + self.map.setMapGridType(map_x, map_y, c.MAP_EXIST) + self.removeMouseImage() + #print('addPlant map[%d,%d], grid pos[%d, %d] pos[%d, %d]' % (map_x, map_y, x, y, pos[0], pos[1])) + + def setupHintImage(self): + pos = self.canSeedPlant() + if pos and self.mouse_image: + if (self.hint_image and pos[0] == self.hint_rect.x and + pos[1] == self.hint_rect.y): + return + width, height = self.mouse_rect.w, self.mouse_rect.h + image = pg.Surface([width, height]) + image.blit(self.mouse_image, (0, 0), (0, 0, width, height)) + image.set_colorkey(c.BLACK) + image.set_alpha(128) + self.hint_image = image + self.hint_rect = image.get_rect() + self.hint_rect.centerx = pos[0] + self.hint_rect.bottom = pos[1] + self.hint_plant = True + else: + self.hint_plant = False + + def setupMouseImage(self, plant_name, select_plant): + frame_list = tool.GFX[plant_name] + if plant_name in tool.PLANT_RECT: + data = tool.PLANT_RECT[plant_name] + x, y, width, height = data['x'], data['y'], data['width'], data['height'] + else: + x, y = 0, 0 + rect = frame_list[0].get_rect() + width, height = rect.w, rect.h + + if (plant_name == c.POTATOMINE or plant_name == c.SQUASH or + plant_name == c.SPIKEWEED or plant_name == c.JALAPENO or + plant_name == c.SCAREDYSHROOM or plant_name == c.SUNSHROOM or + plant_name == c.ICESHROOM or plant_name == c.HYPNOSHROOM or + plant_name == c.WALLNUTBOWLING or plant_name == c.REDWALLNUTBOWLING): + color = c.WHITE + else: + color = c.BLACK + self.mouse_image = tool.get_image(frame_list[0], x, y, width, height, color, 1) + self.mouse_rect = self.mouse_image.get_rect() + pg.mouse.set_visible(False) + self.drag_plant = True + self.plant_name = plant_name + self.select_plant = select_plant + + def removeMouseImage(self): + pg.mouse.set_visible(True) + self.drag_plant = False + self.mouse_image = None + self.hint_image = None + self.hint_plant = False + + def checkBulletCollisions(self): + collided_func = pg.sprite.collide_circle_ratio(0.7) + for i in range(self.map_y_len): + for bullet in self.bullet_groups[i]: + if bullet.state == c.FLY: + zombie = pg.sprite.spritecollideany(bullet, self.zombie_groups[i], collided_func) + if zombie and zombie.state != c.DIE: + zombie.setDamage(bullet.damage, bullet.ice) + bullet.setExplode() + + def checkZombieCollisions(self): + if self.bar_type == c.CHOSSEBAR_BOWLING: + ratio = 0.6 + else: + ratio = 0.7 + collided_func = pg.sprite.collide_circle_ratio(ratio) + for i in range(self.map_y_len): + hypo_zombies = [] + for zombie in self.zombie_groups[i]: + if zombie.state != c.WALK: + continue + plant = pg.sprite.spritecollideany(zombie, self.plant_groups[i], collided_func) + if plant: + if plant.name == c.WALLNUTBOWLING: + if plant.canHit(i): + zombie.setDamage(c.WALLNUT_BOWLING_DAMAGE) + plant.changeDirection(i) + elif plant.name == c.REDWALLNUTBOWLING: + if plant.state == c.IDLE: + plant.setAttack() + elif plant.name != c.SPIKEWEED: + zombie.setAttack(plant) + + for hypno_zombie in self.hypno_zombie_groups[i]: + if hypno_zombie.health <= 0: + continue + zombie_list = pg.sprite.spritecollide(hypno_zombie, + self.zombie_groups[i], False,collided_func) + for zombie in zombie_list: + if zombie.state == c.DIE: + continue + if zombie.state == c.WALK: + zombie.setAttack(hypno_zombie, False) + if hypno_zombie.state == c.WALK: + hypno_zombie.setAttack(zombie, False) + + def checkCarCollisions(self): + collided_func = pg.sprite.collide_circle_ratio(0.8) + for car in self.cars: + zombies = pg.sprite.spritecollide(car, self.zombie_groups[car.map_y], False, collided_func) + for zombie in zombies: + if zombie and zombie.state != c.DIE: + car.setWalk() + zombie.setDie() + if car.dead: + self.cars.remove(car) + + def boomZombies(self, x, map_y, y_range, x_range): + for i in range(self.map_y_len): + if abs(i - map_y) > y_range: + continue + for zombie in self.zombie_groups[i]: + if abs(zombie.rect.centerx - x) <= x_range: + zombie.setBoomDie() + + def freezeZombies(self, plant): + for i in range(self.map_y_len): + for zombie in self.zombie_groups[i]: + if zombie.rect.centerx < c.SCREEN_WIDTH: + zombie.setFreeze(plant.trap_frames[0]) + + def killPlant(self, plant): + x, y = plant.getPosition() + map_x, map_y = self.map.getMapIndex(x, y) + if self.bar_type != c.CHOSSEBAR_BOWLING: + self.map.setMapGridType(map_x, map_y, c.MAP_EMPTY) + if (plant.name == c.CHERRYBOMB or plant.name == c.JALAPENO or + (plant.name == c.POTATOMINE and not plant.is_init) or + plant.name == c.REDWALLNUTBOWLING): + self.boomZombies(plant.rect.centerx, map_y, plant.explode_y_range, + plant.explode_x_range) + elif plant.name == c.ICESHROOM and plant.state != c.SLEEP: + self.freezeZombies(plant) + elif plant.name == c.HYPNOSHROOM and plant.state != c.SLEEP: + zombie = plant.kill_zombie + zombie.setHypno() + _, map_y = self.map.getMapIndex(zombie.rect.centerx, zombie.rect.bottom) + self.zombie_groups[map_y].remove(zombie) + self.hypno_zombie_groups[map_y].add(zombie) + plant.kill() + + def checkPlant(self, plant, i): + zombie_len = len(self.zombie_groups[i]) + if plant.name == c.THREEPEASHOOTER: + if plant.state == c.IDLE: + if zombie_len > 0: + plant.setAttack() + elif (i-1) >= 0 and len(self.zombie_groups[i-1]) > 0: + plant.setAttack() + elif (i+1) < self.map_y_len and len(self.zombie_groups[i+1]) > 0: + plant.setAttack() + elif plant.state == c.ATTACK: + if zombie_len > 0: + pass + elif (i-1) >= 0 and len(self.zombie_groups[i-1]) > 0: + pass + elif (i+1) < self.map_y_len and len(self.zombie_groups[i+1]) > 0: + pass + else: + plant.setIdle() + elif plant.name == c.CHOMPER: + for zombie in self.zombie_groups[i]: + if plant.canAttack(zombie): + plant.setAttack(zombie, self.zombie_groups[i]) + break + elif plant.name == c.POTATOMINE: + for zombie in self.zombie_groups[i]: + if plant.canAttack(zombie): + plant.setAttack() + break + elif plant.name == c.SQUASH: + for zombie in self.zombie_groups[i]: + if plant.canAttack(zombie): + plant.setAttack(zombie, self.zombie_groups[i]) + break + elif plant.name == c.SPIKEWEED: + can_attack = False + for zombie in self.zombie_groups[i]: + if plant.canAttack(zombie): + can_attack = True + break + if plant.state == c.IDLE and can_attack: + plant.setAttack(self.zombie_groups[i]) + elif plant.state == c.ATTACK and not can_attack: + plant.setIdle() + elif plant.name == c.SCAREDYSHROOM: + need_cry = False + can_attack = False + for zombie in self.zombie_groups[i]: + if plant.needCry(zombie): + need_cry = True + break + elif plant.canAttack(zombie): + can_attack = True + if need_cry: + if plant.state != c.CRY: + plant.setCry() + elif can_attack: + if plant.state != c.ATTACK: + plant.setAttack() + elif plant.state != c.IDLE: + plant.setIdle() + elif(plant.name == c.WALLNUTBOWLING or + plant.name == c.REDWALLNUTBOWLING): + pass + else: + can_attack = False + if (plant.state == c.IDLE and zombie_len > 0): + for zombie in self.zombie_groups[i]: + if plant.canAttack(zombie): + can_attack = True + break + if plant.state == c.IDLE and can_attack: + plant.setAttack() + elif (plant.state == c.ATTACK and not can_attack): + plant.setIdle() + + def checkPlants(self): + for i in range(self.map_y_len): + for plant in self.plant_groups[i]: + if plant.state != c.SLEEP: + self.checkPlant(plant, i) + if plant.health <= 0: + self.killPlant(plant) + + def checkVictory(self): + if len(self.zombie_list) > 0: + return False + for i in range(self.map_y_len): + if len(self.zombie_groups[i]) > 0: + return False + return True + + def checkLose(self): + for i in range(self.map_y_len): + for zombie in self.zombie_groups[i]: + if zombie.rect.right < 0: + return True + return False + + def checkGameState(self): + if self.checkVictory(): + self.game_info[c.LEVEL_NUM] += 1 + self.next = c.GAME_VICTORY + self.done = True + elif self.checkLose(): + self.next = c.GAME_LOSE + self.done = True + + def drawMouseShow(self, surface): + if self.hint_plant: + surface.blit(self.hint_image, self.hint_rect) + x, y = pg.mouse.get_pos() + self.mouse_rect.centerx = x + self.mouse_rect.centery = y + surface.blit(self.mouse_image, self.mouse_rect) + + def drawZombieFreezeTrap(self, i, surface): + for zombie in self.zombie_groups[i]: + zombie.drawFreezeTrap(surface) + + def draw(self, surface): + self.level.blit(self.background, self.viewport, self.viewport) + surface.blit(self.level, (0,0), self.viewport) + if self.state == c.CHOOSE: + self.panel.draw(surface) + elif self.state == c.PLAY: + self.menubar.draw(surface) + for i in range(self.map_y_len): + self.plant_groups[i].draw(surface) + self.zombie_groups[i].draw(surface) + self.hypno_zombie_groups[i].draw(surface) + self.bullet_groups[i].draw(surface) + self.drawZombieFreezeTrap(i, surface) + for car in self.cars: + car.draw(surface) + self.head_group.draw(surface) + self.sun_group.draw(surface) + + if self.drag_plant: + self.drawMouseShow(surface) \ No newline at end of file diff --git a/EXE version/main/source/state/mainmenu.py b/EXE version/main/source/state/mainmenu.py new file mode 100644 index 00000000..6ac345fe --- /dev/null +++ b/EXE version/main/source/state/mainmenu.py @@ -0,0 +1,69 @@ +__author__ = 'marble_xu' + +import pygame as pg +from .. import tool +from .. import constants as c + +class Menu(tool.State): + def __init__(self): + tool.State.__init__(self) + + def startup(self, current_time, persist): + self.next = c.LEVEL + self.persist = persist + self.game_info = persist + + self.setupBackground() + self.setupOption() + + def setupBackground(self): + frame_rect = [80, 0, 800, 600] + self.bg_image = tool.get_image(tool.GFX[c.MAIN_MENU_IMAGE], *frame_rect) + self.bg_rect = self.bg_image.get_rect() + self.bg_rect.x = 0 + self.bg_rect.y = 0 + + def setupOption(self): + self.option_frames = [] + frame_names = [c.OPTION_ADVENTURE + '_0', c.OPTION_ADVENTURE + '_1'] + frame_rect = [0, 0, 165, 77] + + for name in frame_names: + self.option_frames.append(tool.get_image(tool.GFX[name], *frame_rect, c.BLACK, 1.7)) + + self.option_frame_index = 0 + self.option_image = self.option_frames[self.option_frame_index] + self.option_rect = self.option_image.get_rect() + self.option_rect.x = 435 + self.option_rect.y = 75 + + self.option_start = 0 + self.option_timer = 0 + self.option_clicked = False + + def checkOptionClick(self, mouse_pos): + x, y = mouse_pos + if(x >= self.option_rect.x and x <= self.option_rect.right and + y >= self.option_rect.y and y <= self.option_rect.bottom): + self.option_clicked = True + self.option_timer = self.option_start = self.current_time + return False + + def update(self, surface, current_time, mouse_pos, mouse_click): + self.current_time = self.game_info[c.CURRENT_TIME] = current_time + + if not self.option_clicked: + if mouse_pos: + self.checkOptionClick(mouse_pos) + else: + if(self.current_time - self.option_timer) > 200: + self.option_frame_index += 1 + if self.option_frame_index >= 2: + self.option_frame_index = 0 + self.option_timer = self.current_time + self.option_image = self.option_frames[self.option_frame_index] + if(self.current_time - self.option_start) > 1300: + self.done = True + + surface.blit(self.bg_image, self.bg_rect) + surface.blit(self.option_image, self.option_rect) \ No newline at end of file diff --git a/EXE version/main/source/state/screen.py b/EXE version/main/source/state/screen.py new file mode 100644 index 00000000..a6244602 --- /dev/null +++ b/EXE version/main/source/state/screen.py @@ -0,0 +1,59 @@ +__author__ = 'marble_xu' + +import pygame as pg +from .. import tool +from .. import constants as c + +class Screen(tool.State): + def __init__(self): + tool.State.__init__(self) + self.end_time = 3000 + + def startup(self, current_time, persist): + self.start_time = current_time + self.next = c.LEVEL + self.persist = persist + self.game_info = persist + name = self.getImageName() + self.setupImage(name) + self.next = self.set_next_state() + + def getImageName(self): + pass + + def set_next_state(self): + pass + + def setupImage(self, name): + frame_rect = [0, 0, 800, 600] + self.image = tool.get_image(tool.GFX[name], *frame_rect) + self.rect = self.image.get_rect() + self.rect.x = 0 + self.rect.y = 0 + + def update(self, surface, current_time, mouse_pos, mouse_click): + if(current_time - self.start_time) < self.end_time: + surface.fill(c.WHITE) + surface.blit(self.image, self.rect) + else: + self.done = True + +class GameVictoryScreen(Screen): + def __init__(self): + Screen.__init__(self) + + def getImageName(self): + return c.GAME_VICTORY_IMAGE + + def set_next_state(self): + return c.LEVEL + +class GameLoseScreen(Screen): + def __init__(self): + Screen.__init__(self) + + def getImageName(self): + return c.GAME_LOOSE_IMAGE + + def set_next_state(self): + return c.MAIN_MENU \ No newline at end of file diff --git a/EXE version/main/source/tool.py b/EXE version/main/source/tool.py new file mode 100644 index 00000000..1a319c8c --- /dev/null +++ b/EXE version/main/source/tool.py @@ -0,0 +1,176 @@ +__author__ = 'marble_xu' + +import os +import json +from abc import abstractmethod +import pygame as pg +from . import constants as c + +class State(): + def __init__(self): + self.start_time = 0.0 + self.current_time = 0.0 + self.done = False + self.next = None + self.persist = {} + + @abstractmethod + def startup(self, current_time, persist): + '''abstract method''' + + def cleanup(self): + self.done = False + return self.persist + + @abstractmethod + def update(self, surface, keys, current_time): + '''abstract method''' + +class Control(): + def __init__(self): + self.screen = pg.display.get_surface() + self.done = False + self.clock = pg.time.Clock() + self.fps = 60 + self.keys = pg.key.get_pressed() + self.mouse_pos = None + self.mouse_click = [False, False] # value:[left mouse click, right mouse click] + self.current_time = 0.0 + self.state_dict = {} + self.state_name = None + self.state = None + self.game_info = {c.CURRENT_TIME:0.0, + c.LEVEL_NUM:c.START_LEVEL_NUM} + + def setup_states(self, state_dict, start_state): + self.state_dict = state_dict + self.state_name = start_state + self.state = self.state_dict[self.state_name] + self.state.startup(self.current_time, self.game_info) + + def update(self): + self.current_time = pg.time.get_ticks() + if self.state.done: + self.flip_state() + self.state.update(self.screen, self.current_time, self.mouse_pos, self.mouse_click) + self.mouse_pos = None + self.mouse_click[0] = False + self.mouse_click[1] = False + + def flip_state(self): + previous, self.state_name = self.state_name, self.state.next + persist = self.state.cleanup() + self.state = self.state_dict[self.state_name] + self.state.startup(self.current_time, persist) + + def event_loop(self): + for event in pg.event.get(): + if event.type == pg.QUIT: + self.done = True + elif event.type == pg.KEYDOWN: + self.keys = pg.key.get_pressed() + elif event.type == pg.KEYUP: + self.keys = pg.key.get_pressed() + elif event.type == pg.MOUSEBUTTONDOWN: + self.mouse_pos = pg.mouse.get_pos() + self.mouse_click[0], _, self.mouse_click[1] = pg.mouse.get_pressed() + print('pos:', self.mouse_pos, ' mouse:', self.mouse_click) + + def main(self): + while not self.done: + self.event_loop() + self.update() + pg.display.update() + self.clock.tick(self.fps) + print('game over') + +def get_image(sheet, x, y, width, height, colorkey=c.BLACK, scale=1): + image = pg.Surface([width, height]) + rect = image.get_rect() + + image.blit(sheet, (0, 0), (x, y, width, height)) + image.set_colorkey(colorkey) + image = pg.transform.scale(image, + (int(rect.width*scale), + int(rect.height*scale))) + return image + +def load_image_frames(directory, image_name, colorkey, accept): + frame_list = [] + tmp = {} + # image_name is "Peashooter", pic name is 'Peashooter_1', get the index 1 + index_start = len(image_name) + 1 + frame_num = 0; + for pic in os.listdir(directory): + name, ext = os.path.splitext(pic) + if ext.lower() in accept: + index = int(name[index_start:]) + img = pg.image.load(os.path.join(directory, pic)) + if img.get_alpha(): + img = img.convert_alpha() + else: + img = img.convert() + img.set_colorkey(colorkey) + tmp[index]= img + frame_num += 1 + + for i in range(frame_num): + frame_list.append(tmp[i]) + return frame_list + +def load_all_gfx(directory, colorkey=c.WHITE, accept=('.png', '.jpg', '.bmp', '.gif')): + graphics = {} + for name1 in os.listdir(directory): + # subfolders under the folder resources\graphics + dir1 = os.path.join(directory, name1) + if os.path.isdir(dir1): + for name2 in os.listdir(dir1): + dir2 = os.path.join(dir1, name2) + if os.path.isdir(dir2): + # e.g. subfolders under the folder resources\graphics\Zombies + for name3 in os.listdir(dir2): + dir3 = os.path.join(dir2, name3) + # e.g. subfolders or pics under the folder resources\graphics\Zombies\ConeheadZombie + if os.path.isdir(dir3): + # e.g. it's the folder resources\graphics\Zombies\ConeheadZombie\ConeheadZombieAttack + image_name, _ = os.path.splitext(name3) + graphics[image_name] = load_image_frames(dir3, image_name, colorkey, accept) + else: + # e.g. pics under the folder resources\graphics\Plants\Peashooter + image_name, _ = os.path.splitext(name2) + graphics[image_name] = load_image_frames(dir2, image_name, colorkey, accept) + break + else: + # e.g. pics under the folder resources\graphics\Screen + name, ext = os.path.splitext(name2) + if ext.lower() in accept: + img = pg.image.load(dir2) + if img.get_alpha(): + img = img.convert_alpha() + else: + img = img.convert() + img.set_colorkey(colorkey) + graphics[name] = img + return graphics + +def loadZombieImageRect(): + file_path = os.path.join('source', 'data', 'entity', 'zombie.json') + f = open(file_path) + data = json.load(f) + f.close() + return data[c.ZOMBIE_IMAGE_RECT] + +def loadPlantImageRect(): + file_path = os.path.join('source', 'data', 'entity', 'plant.json') + f = open(file_path) + data = json.load(f) + f.close() + return data[c.PLANT_IMAGE_RECT] + +pg.init() +pg.display.set_caption(c.ORIGINAL_CAPTION) +SCREEN = pg.display.set_mode(c.SCREEN_SIZE) + +GFX = load_all_gfx(os.path.join("resources","graphics")) +ZOMBIE_RECT = loadZombieImageRect() +PLANT_RECT = loadPlantImageRect() diff --git a/EXE version/main/surface.h b/EXE version/main/surface.h new file mode 100644 index 00000000..bbd7f285 --- /dev/null +++ b/EXE version/main/surface.h @@ -0,0 +1,384 @@ +/* + pygame - Python Game Library + Copyright (C) 2000-2001 Pete Shinners + Copyright (C) 2007 Marcus von Appen + + This library is free software; you can redistribute it and/or + modify it under the terms of the GNU Library General Public + License as published by the Free Software Foundation; either + version 2 of the License, or (at your option) any later version. + + This library is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU + Library General Public License for more details. + + You should have received a copy of the GNU Library General Public + License along with this library; if not, write to the Free + Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA + + Pete Shinners + pete@shinners.org +*/ + +#ifndef SURFACE_H +#define SURFACE_H + +/* This is defined in SDL.h */ +#if defined(_POSIX_C_SOURCE) +#undef _POSIX_C_SOURCE +#endif + +#include +#include "pygame.h" + +/* Blend modes */ +#define PYGAME_BLEND_ADD 0x1 +#define PYGAME_BLEND_SUB 0x2 +#define PYGAME_BLEND_MULT 0x3 +#define PYGAME_BLEND_MIN 0x4 +#define PYGAME_BLEND_MAX 0x5 + +#define PYGAME_BLEND_RGB_ADD 0x1 +#define PYGAME_BLEND_RGB_SUB 0x2 +#define PYGAME_BLEND_RGB_MULT 0x3 +#define PYGAME_BLEND_RGB_MIN 0x4 +#define PYGAME_BLEND_RGB_MAX 0x5 + +#define PYGAME_BLEND_RGBA_ADD 0x6 +#define PYGAME_BLEND_RGBA_SUB 0x7 +#define PYGAME_BLEND_RGBA_MULT 0x8 +#define PYGAME_BLEND_RGBA_MIN 0x9 +#define PYGAME_BLEND_RGBA_MAX 0x10 +#define PYGAME_BLEND_PREMULTIPLIED 0x11 +#define PYGAME_BLEND_ALPHA_SDL2 0x12 + + + + + +#if SDL_BYTEORDER == SDL_LIL_ENDIAN +#define GET_PIXEL_24(b) (b[0] + (b[1] << 8) + (b[2] << 16)) +#else +#define GET_PIXEL_24(b) (b[2] + (b[1] << 8) + (b[0] << 16)) +#endif + +#define GET_PIXEL(pxl, bpp, source) \ + switch (bpp) \ + { \ + case 2: \ + pxl = *((Uint16 *) (source)); \ + break; \ + case 4: \ + pxl = *((Uint32 *) (source)); \ + break; \ + default: \ + { \ + Uint8 *b = (Uint8 *) source; \ + pxl = GET_PIXEL_24(b); \ + } \ + break; \ + } + +#if IS_SDLv1 +#define GET_PIXELVALS(_sR, _sG, _sB, _sA, px, fmt, ppa) \ + _sR = ((px & fmt->Rmask) >> fmt->Rshift); \ + _sR = (_sR << fmt->Rloss) + (_sR >> (8 - (fmt->Rloss << 1))); \ + _sG = ((px & fmt->Gmask) >> fmt->Gshift); \ + _sG = (_sG << fmt->Gloss) + (_sG >> (8 - (fmt->Gloss << 1))); \ + _sB = ((px & fmt->Bmask) >> fmt->Bshift); \ + _sB = (_sB << fmt->Bloss) + (_sB >> (8 - (fmt->Bloss << 1))); \ + if (ppa) \ + { \ + _sA = ((px & fmt->Amask) >> fmt->Ashift); \ + _sA = (_sA << fmt->Aloss) + (_sA >> (8 - (fmt->Aloss << 1))); \ + } \ + else \ + { \ + _sA = 255; \ + } + +#define GET_PIXELVALS_1(sr, sg, sb, sa, _src, _fmt) \ + sr = _fmt->palette->colors[*((Uint8 *) (_src))].r; \ + sg = _fmt->palette->colors[*((Uint8 *) (_src))].g; \ + sb = _fmt->palette->colors[*((Uint8 *) (_src))].b; \ + sa = 255; + +/* For 1 byte palette pixels */ +#define SET_PIXELVAL(px, fmt, _dR, _dG, _dB, _dA) \ + *(px) = (Uint8) SDL_MapRGB(fmt, _dR, _dG, _dB) +#else /* IS_SDLv2 */ +#define GET_PIXELVALS(_sR, _sG, _sB, _sA, px, fmt, ppa) \ + SDL_GetRGBA(px, fmt, &(_sR), &(_sG), &(_sB), &(_sA)); \ + if (!ppa) { \ + _sA = 255; \ + } + +#define GET_PIXELVALS_1(sr, sg, sb, sa, _src, _fmt) \ + sr = _fmt->palette->colors[*((Uint8 *) (_src))].r; \ + sg = _fmt->palette->colors[*((Uint8 *) (_src))].g; \ + sb = _fmt->palette->colors[*((Uint8 *) (_src))].b; \ + sa = 255; + +/* For 1 byte palette pixels */ +#define SET_PIXELVAL(px, fmt, _dR, _dG, _dB, _dA) \ + *(px) = (Uint8) SDL_MapRGBA(fmt, _dR, _dG, _dB, _dA) +#endif /* IS_SDLv2 */ + + + + + + + + +#if SDL_BYTEORDER == SDL_LIL_ENDIAN +#define SET_OFFSETS_24(or, og, ob, fmt) \ + { \ + or = (fmt->Rshift == 0 ? 0 : \ + fmt->Rshift == 8 ? 1 : \ + 2 ); \ + og = (fmt->Gshift == 0 ? 0 : \ + fmt->Gshift == 8 ? 1 : \ + 2 ); \ + ob = (fmt->Bshift == 0 ? 0 : \ + fmt->Bshift == 8 ? 1 : \ + 2 ); \ + } + +#define SET_OFFSETS_32(or, og, ob, fmt) \ + { \ + or = (fmt->Rshift == 0 ? 0 : \ + fmt->Rshift == 8 ? 1 : \ + fmt->Rshift == 16 ? 2 : \ + 3 ); \ + og = (fmt->Gshift == 0 ? 0 : \ + fmt->Gshift == 8 ? 1 : \ + fmt->Gshift == 16 ? 2 : \ + 3 ); \ + ob = (fmt->Bshift == 0 ? 0 : \ + fmt->Bshift == 8 ? 1 : \ + fmt->Bshift == 16 ? 2 : \ + 3 ); \ + } +#else +#define SET_OFFSETS_24(or, og, ob, fmt) \ + { \ + or = (fmt->Rshift == 0 ? 2 : \ + fmt->Rshift == 8 ? 1 : \ + 0 ); \ + og = (fmt->Gshift == 0 ? 2 : \ + fmt->Gshift == 8 ? 1 : \ + 0 ); \ + ob = (fmt->Bshift == 0 ? 2 : \ + fmt->Bshift == 8 ? 1 : \ + 0 ); \ + } + +#define SET_OFFSETS_32(or, og, ob, fmt) \ + { \ + or = (fmt->Rshift == 0 ? 3 : \ + fmt->Rshift == 8 ? 2 : \ + fmt->Rshift == 16 ? 1 : \ + 0 ); \ + og = (fmt->Gshift == 0 ? 3 : \ + fmt->Gshift == 8 ? 2 : \ + fmt->Gshift == 16 ? 1 : \ + 0 ); \ + ob = (fmt->Bshift == 0 ? 3 : \ + fmt->Bshift == 8 ? 2 : \ + fmt->Bshift == 16 ? 1 : \ + 0 ); \ + } +#endif + + +#define CREATE_PIXEL(buf, r, g, b, a, bp, ft) \ + switch (bp) \ + { \ + case 2: \ + *((Uint16 *) (buf)) = \ + ((r >> ft->Rloss) << ft->Rshift) | \ + ((g >> ft->Gloss) << ft->Gshift) | \ + ((b >> ft->Bloss) << ft->Bshift) | \ + ((a >> ft->Aloss) << ft->Ashift); \ + break; \ + case 4: \ + *((Uint32 *) (buf)) = \ + ((r >> ft->Rloss) << ft->Rshift) | \ + ((g >> ft->Gloss) << ft->Gshift) | \ + ((b >> ft->Bloss) << ft->Bshift) | \ + ((a >> ft->Aloss) << ft->Ashift); \ + break; \ + } + +/* Pretty good idea from Tom Duff :-). */ +#define LOOP_UNROLLED4(code, n, width) \ + n = (width + 3) / 4; \ + switch (width & 3) \ + { \ + case 0: do { code; \ + case 3: code; \ + case 2: code; \ + case 1: code; \ + } while (--n > 0); \ + } + +/* Used in the srcbpp == dstbpp == 1 blend functions */ +#define REPEAT_3(code) \ + code; \ + code; \ + code; + +#define REPEAT_4(code) \ + code; \ + code; \ + code; \ + code; + + +#define BLEND_ADD(tmp, sR, sG, sB, sA, dR, dG, dB, dA) \ + tmp = dR + sR; dR = (tmp <= 255 ? tmp : 255); \ + tmp = dG + sG; dG = (tmp <= 255 ? tmp : 255); \ + tmp = dB + sB; dB = (tmp <= 255 ? tmp : 255); + +#define BLEND_SUB(tmp, sR, sG, sB, sA, dR, dG, dB, dA) \ + tmp = dR - sR; dR = (tmp >= 0 ? tmp : 0); \ + tmp = dG - sG; dG = (tmp >= 0 ? tmp : 0); \ + tmp = dB - sB; dB = (tmp >= 0 ? tmp : 0); + +#define BLEND_MULT(sR, sG, sB, sA, dR, dG, dB, dA) \ + dR = (dR && sR) ? (dR * sR) >> 8 : 0; \ + dG = (dG && sG) ? (dG * sG) >> 8 : 0; \ + dB = (dB && sB) ? (dB * sB) >> 8 : 0; + +#define BLEND_MIN(sR, sG, sB, sA, dR, dG, dB, dA) \ + if(sR < dR) { dR = sR; } \ + if(sG < dG) { dG = sG; } \ + if(sB < dB) { dB = sB; } + +#define BLEND_MAX(sR, sG, sB, sA, dR, dG, dB, dA) \ + if(sR > dR) { dR = sR; } \ + if(sG > dG) { dG = sG; } \ + if(sB > dB) { dB = sB; } + + + + + + +#define BLEND_RGBA_ADD(tmp, sR, sG, sB, sA, dR, dG, dB, dA) \ + tmp = dR + sR; dR = (tmp <= 255 ? tmp : 255); \ + tmp = dG + sG; dG = (tmp <= 255 ? tmp : 255); \ + tmp = dB + sB; dB = (tmp <= 255 ? tmp : 255); \ + tmp = dA + sA; dA = (tmp <= 255 ? tmp : 255); + +#define BLEND_RGBA_SUB(tmp, sR, sG, sB, sA, dR, dG, dB, dA) \ + tmp = dR - sR; dR = (tmp >= 0 ? tmp : 0); \ + tmp = dG - sG; dG = (tmp >= 0 ? tmp : 0); \ + tmp = dB - sB; dB = (tmp >= 0 ? tmp : 0); \ + tmp = dA - sA; dA = (tmp >= 0 ? tmp : 0); + +#define BLEND_RGBA_MULT(sR, sG, sB, sA, dR, dG, dB, dA) \ + dR = (dR && sR) ? (dR * sR) >> 8 : 0; \ + dG = (dG && sG) ? (dG * sG) >> 8 : 0; \ + dB = (dB && sB) ? (dB * sB) >> 8 : 0; \ + dA = (dA && sA) ? (dA * sA) >> 8 : 0; + +#define BLEND_RGBA_MIN(sR, sG, sB, sA, dR, dG, dB, dA) \ + if(sR < dR) { dR = sR; } \ + if(sG < dG) { dG = sG; } \ + if(sB < dB) { dB = sB; } \ + if(sA < dA) { dA = sA; } + +#define BLEND_RGBA_MAX(sR, sG, sB, sA, dR, dG, dB, dA) \ + if(sR > dR) { dR = sR; } \ + if(sG > dG) { dG = sG; } \ + if(sB > dB) { dB = sB; } \ + if(sA > dA) { dA = sA; } + + + + + + + + + + + +#if 1 +/* Choose an alpha blend equation. If the sign is preserved on a right shift + * then use a specialized, faster, equation. Otherwise a more general form, + * where all additions are done before the shift, is needed. +*/ +#if (-1 >> 1) < 0 +#define ALPHA_BLEND_COMP(sC, dC, sA) ((((sC - dC) * sA + sC) >> 8) + dC) +#else +#define ALPHA_BLEND_COMP(sC, dC, sA) (((dC << 8) + (sC - dC) * sA + sC) >> 8) +#endif + +#define ALPHA_BLEND(sR, sG, sB, sA, dR, dG, dB, dA) \ + do { \ + if (dA) \ + { \ + dR = ALPHA_BLEND_COMP(sR, dR, sA); \ + dG = ALPHA_BLEND_COMP(sG, dG, sA); \ + dB = ALPHA_BLEND_COMP(sB, dB, sA); \ + dA = sA + dA - ((sA * dA) / 255); \ + } \ + else \ + { \ + dR = sR; \ + dG = sG; \ + dB = sB; \ + dA = sA; \ + } \ + } while(0) + +#define ALPHA_BLEND_PREMULTIPLIED_COMP(sC, dC, sA) (sC + dC - ((dC + 1) * sA >> 8)) + +#define ALPHA_BLEND_PREMULTIPLIED(tmp, sR, sG, sB, sA, dR, dG, dB, dA) \ + do { \ + dR = ALPHA_BLEND_PREMULTIPLIED_COMP(sR, dR, sA); \ + dG = ALPHA_BLEND_PREMULTIPLIED_COMP(sG, dG, sA); \ + dB = ALPHA_BLEND_PREMULTIPLIED_COMP(sB, dB, sA); \ + dA = ALPHA_BLEND_PREMULTIPLIED_COMP(sA, dA, sA); \ + } while(0) +#elif 0 + +#define ALPHA_BLEND(sR, sG, sB, sA, dR, dG, dB, dA) \ + do { \ + if(sA){ \ + if(dA && sA < 255){ \ + int dContrib = dA*(255 - sA)/255; \ + dA = sA+dA - ((sA*dA)/255); \ + dR = (dR*dContrib + sR*sA)/dA; \ + dG = (dG*dContrib + sG*sA)/dA; \ + dB = (dB*dContrib + sB*sA)/dA; \ + }else{ \ + dR = sR; \ + dG = sG; \ + dB = sB; \ + dA = sA; \ + } \ + } \ + } while(0) +#endif + +int +surface_fill_blend (SDL_Surface *surface, SDL_Rect *rect, Uint32 color, + int blendargs); + +void +surface_respect_clip_rect (SDL_Surface *surface, SDL_Rect *rect); + +int +pygame_AlphaBlit (SDL_Surface * src, SDL_Rect * srcrect, + SDL_Surface * dst, SDL_Rect * dstrect, int the_args); + +int +pygame_Blit (SDL_Surface * src, SDL_Rect * srcrect, + SDL_Surface * dst, SDL_Rect * dstrect, int the_args); + +#endif /* SURFACE_H */ diff --git a/EXE version/main/unicodedata.pyd b/EXE version/main/unicodedata.pyd new file mode 100644 index 00000000..bbf07882 Binary files /dev/null and b/EXE version/main/unicodedata.pyd differ diff --git a/EXE version/main/zlib1.dll b/EXE version/main/zlib1.dll new file mode 100644 index 00000000..e7493de3 Binary files /dev/null and b/EXE version/main/zlib1.dll differ