diff --git a/karabo_devices/shared_mem_processor/src/onlinemid_karabo/processor.py b/karabo_devices/shared_mem_processor/src/onlinemid_karabo/processor.py
index d3111f7e768cfcdd255a45e85ce9b8ad91d75c51..2ae9c658e353bcdd766363c2c300bf2c5bffb45e 100644
--- a/karabo_devices/shared_mem_processor/src/onlinemid_karabo/processor.py
+++ b/karabo_devices/shared_mem_processor/src/onlinemid_karabo/processor.py
@@ -41,8 +41,7 @@ from onlinemid.utils.karabo import Periodic_Output
from onlinemid.dataplotters.agipd_module import AgipdModulePlotter
from onlinemid.dataplotters.gain_stage import GainStagePlotter
from onlinemid.utils.image_plotting import OnlinePlotHandler
-from onlinemid.roi.roi import make_onlineroi_from_roi_array
-
+from onlinemid.runningstats.call_runningstats import Runningstats
from onlinexpcsutils import onlinexpcsutils
import runningstats
@@ -156,8 +155,23 @@ class OnlineMIDProcessor(TrainMatcher.TrainMatcher):
self.periodic_output = Periodic_Output() # default time at 300 sec
self.onlineImagePlotter = OnlinePlotHandler()
+ self.onlineStats = Runningstats()
+
+
+ self.test_roi = {
+ 'Q1M1' : np.random.randint(2, size=5*512*128).reshape(5, 512, 128),
+ 'Q1M2' : np.random.randint(2, size=5*512*128).reshape(5, 512, 128),
+ 'Q1M3' : np.random.randint(2, size=5*512*128).reshape(5, 512, 128),
+ 'Q1M4' : np.random.randint(2, size=5*512*128).reshape(5, 512, 128),
+ }
+
+
+
+ self.onlineStats.update_roi([('Q1M1', self.test_roi['Q1M1'])])
+ self.onlineStats.update_roi([('Q1M2', self.test_roi['Q1M2'])])
+ self.onlineStats.update_roi([('Q1M3', self.test_roi['Q1M3'])])
+ self.onlineStats.update_roi([('Q1M4', self.test_roi['Q1M4'])])
- self.schemupdate_test = False
# expose the get xpcs settings function
self.KARABO_SLOT(self.get_OnlineMIDSettings)
@@ -165,13 +179,9 @@ class OnlineMIDProcessor(TrainMatcher.TrainMatcher):
self.registerSlot(self.triggerSampleOutput)
### XPCS specific variables
- self.online_processing_memory = None
- self.xpcs_processing_plot = None
self.xpcs_settings = None
- # running stats specific variables
- self.runningstats_processing_memory = None
-
+
self.timeSinceLastDataPrintUpdate = 0
def initialization(self):
@@ -387,54 +397,13 @@ class OnlineMIDProcessor(TrainMatcher.TrainMatcher):
#print("asking to plot")
#current_img = self.onlineImagePlotter.plot(train_id, detector_data_list[0][1][0])
- roi_matrix = np.zeros(shape=(3,10))
- roi_matrix[0,0] = False
- roi_matrix[0,1] = False
- roi_matrix[0,2] = True
- roi_matrix[0,3] = True
- roi_matrix[0,4] = True
- roi_matrix[0,5] = False
- roi_matrix[0,6] = False
- roi_matrix[0,7] = True
- roi_matrix[0,8] = True
- roi_matrix[0,9] = False
- roi_matrix[1,0] = False
- roi_matrix[1,1] = True
- roi_matrix[1,2] = True
- roi_matrix[1,3] = True
- roi_matrix[1,4] = True
- roi_matrix[1,5] = True
- roi_matrix[1,6] = True
- roi_matrix[1,7] = True
- roi_matrix[1,8] = True
- roi_matrix[1,9] = False
- roi_matrix[2,0] = True
- roi_matrix[2,1] = True
- roi_matrix[2,2] = False
- roi_matrix[2,3] = False
- roi_matrix[2,4] = False
- roi_matrix[2,5] = False
- roi_matrix[2,6] = False
- roi_matrix[2,7] = False
- roi_matrix[2,8] = False
- roi_matrix[2,9] = True
-
-
-
- compressed = make_onlineroi_from_roi_array(roi_matrix)
- print(compressed)
-
-
- #self.runningstats_processing_memory, runningstats_output_dict = runningstats.process_detector_data_list(
- # detector_data_list,
- # roi,
- # processing_memory = self.runningstats_processing_memory,
- # lit_frames = self.xpcs_settings["litFramesList"]
- # )
+ lit_frames = None
+ result = self.onlineStats.process_detector_data_list(detector_data_list, lit_frames)
+
+ print(result)
-
plot_hash = Hash()
plot_hash = self.onlineImagePlotter.save(hash=plot_hash, key='first_bunch', plotter_args=(train_id, detector_data_list[0][1][0]))
diff --git a/python_package/setup.py b/python_package/setup.py
index 32d677335e7d24fb9f82a9080c6f233bdbff044f..455eaf98f94cfaa6eaf0ce6d4a3acca3b8c69d4f 100644
--- a/python_package/setup.py
+++ b/python_package/setup.py
@@ -5,7 +5,7 @@ import numpy
from setuptools import setup, find_packages, Extension
extensions = [
- Extension('onlinemid.onlinemid.runningstats', ['src/onlinemid/runningstats.pyx', 'src/onlinemid/runningstats/runningstats_impl.cpp'],
+ Extension('onlinemid.onlinemid.runningstats', ['src/onlinemid/runningstats/runningstats.pyx', 'src/onlinemid/runningstats/runningstats_impl.cpp'],
include_dirs=['src/onlinemid/runningstats',numpy.get_include()],
language='c++',
extra_compile_args=[
diff --git a/python_package/src/onlinemid/runningstats/runningstats.py b/python_package/src/onlinemid/runningstats/call_runningstats.py
similarity index 65%
rename from python_package/src/onlinemid/runningstats/runningstats.py
rename to python_package/src/onlinemid/runningstats/call_runningstats.py
index 2a615c67aaf17e65f73be78fa5e1330ffaae8dd8..baecc93319ecdc0f9f69cec95593548358c583d9 100644
--- a/python_package/src/onlinemid/runningstats/runningstats.py
+++ b/python_package/src/onlinemid/runningstats/call_runningstats.py
@@ -3,11 +3,62 @@
import numpy as np
import time
-from .runningstats import call_roi_stats
+from .call_runningstats import call_roi_stats
+from onlinemid.roi.roi import make_onlineroi_from_roi_array
+class Runningstats():
+ '''
+ usecase:
-class runningstats():
+ from onlinemid.runningstats.call_runningstats import Runningstats
+
+ stats = Runningstats()
+ ...
+
+ roi_for_this_module = # np array of shape (num_rois, slowscan, fastscan)
+ # should be true or false only
+ # e.g. of shape (5, 512, 128)
+ # for 5 rois that may very wel be overlapping.
+
+ this_module_name = 'Q1M1' # e.g. panel name of AGIPD
+
+ stats.update_roi([(this_module_name, roi_for_this_module)])
+
+
+ for tid, data in module_data:
+
+ detector_data_list = [('this_module_name', module_data )]
+ lit_frames = None
+ or, e.g.,
+ lit_frames = np.array([1, 11, 21, 31])
+
+ result = stats.process_detector_data_list(detector_data_list, lit_frames)
+ # result is a list with dictionaries, that each have these entries:
+ # "module_name" of type string, e.g.,
+ # 'Q1M1'
+ # "bunch_resolved_roi_stats" of type np array,
+ # if lit_frames = None, then of shape
+ # numBunches x numRois x 3
+ # which contain numBunches x numRois x (count, mean, std)
+ # otherwise
+ # numLitFrames x numRois x 3
+ # which contain numLitFrames x numRois x (count, mean, std)
+ # "pixel_stats" are the statistics of each pixel in this data (across memory cells)
+ # is a np array of shape
+ # slowscan x fastscan x 3
+ # which contains slowscan dim x fastscan dim x (count, mean std)
+ # "processing_time", time_to_process,
+ # the time in seconds to process the data
+
+ Note that you can call the update roi for a given module name can be done for several unique names
+ also with different data sizes.
+
+
+
+
+
+ '''
def __init__(self, verbose=False):
self.verbose = verbose
@@ -15,12 +66,13 @@ class runningstats():
self.dtype = np.float32
- def update_roi(self, list_of_module_name_and_online_roi_pairs):
- for pair in list_of_module_name_and_online_roi_pairs:
+ def update_roi(self, list_of_module_name_and_roi_pairs):
+ for pair in list_of_module_name_and_roi_pairs:
module_name = pair[0]
self.ensure_init_module(module_name)
- online_roi = pair[1]
+
+ online_roi = make_onlineroi_from_roi_array(pair[1])
self.module[module_name].update(online_roi)
@@ -31,7 +83,7 @@ class runningstats():
# returns a list of dicts with entries
# "module_name"
- # "bunch_resolved_roi__stats"
+ # "bunch_resolved_roi_stats"
# "pixel_stats"
# "processing_time"
):
@@ -67,7 +119,7 @@ class runningstats():
print(f"Error: in process_detector_data_list in runningstats for module {module_name}: roi has image size size {self.module[module_name]['roi_datasize']} and provided module data has size {image_size}! they are not equal, aborting")
continue
- bunch_resolved_roi__stats, pixel_stats, time_to_process = self.process(
+ bunch_resolved_roi_stats, pixel_stats, time_to_process = self.process(
module_data,
num_images,
image_size,
@@ -76,21 +128,21 @@ class runningstats():
result.append({
"module_name", module_name,
- "bunch_resolved_roi__stats", bunch_resolved_roi__stats,
- "pixel_stats", pixel_stats,
+ "bunch_resolved_roi_stats", bunch_resolved_roi_stats,
+ "pixel_stats", pixel_stats.reshape(module_data.shape[1], module_data.shape[2], 3),
"processing_time", time_to_process,
})
return result
-
+ # private
def ensure_init_module(self, module_name):
if module_name not in self.module:
if self.verbose == True:
print(f"runningstats: initialized module {module_name}")
self.module[module_name] = dict()
-
+ # private
def process(self,
module_data,
num_images,
diff --git a/python_package/src/onlinemid/runningstats/runningstats.cpp b/python_package/src/onlinemid/runningstats/runningstats.cpp
new file mode 100644
index 0000000000000000000000000000000000000000..6847d0712fe50f2ec0082c47685cad9203f1f762
--- /dev/null
+++ b/python_package/src/onlinemid/runningstats/runningstats.cpp
@@ -0,0 +1,12892 @@
+/* Generated by Cython 3.0.11 */
+
+/* BEGIN: Cython Metadata
+{
+ "distutils": {
+ "depends": [
+ "/home/jakobsem/.local/lib/python3.10/site-packages/numpy/_core/include/numpy/arrayobject.h",
+ "/home/jakobsem/.local/lib/python3.10/site-packages/numpy/_core/include/numpy/arrayscalars.h",
+ "/home/jakobsem/.local/lib/python3.10/site-packages/numpy/_core/include/numpy/ndarrayobject.h",
+ "/home/jakobsem/.local/lib/python3.10/site-packages/numpy/_core/include/numpy/ndarraytypes.h",
+ "/home/jakobsem/.local/lib/python3.10/site-packages/numpy/_core/include/numpy/ufuncobject.h",
+ "src/onlinemid/runningstats/runningstats_impl.h"
+ ],
+ "extra_compile_args": [
+ "-std=c++20",
+ "-O3",
+ "-finline-functions",
+ "-m64",
+ "-funroll-loops",
+ "-march=native"
+ ],
+ "include_dirs": [
+ "src/onlinemid/runningstats",
+ "/home/jakobsem/.local/lib/python3.10/site-packages/numpy/_core/include"
+ ],
+ "language": "c++",
+ "name": "onlinemid.onlinemid.runningstats",
+ "sources": [
+ "src/onlinemid/runningstats/runningstats.pyx",
+ "src/onlinemid/runningstats/runningstats_impl.cpp"
+ ]
+ },
+ "module_name": "onlinemid.onlinemid.runningstats"
+}
+END: Cython Metadata */
+
+#ifndef PY_SSIZE_T_CLEAN
+#define PY_SSIZE_T_CLEAN
+#endif /* PY_SSIZE_T_CLEAN */
+#if defined(CYTHON_LIMITED_API) && 0
+ #ifndef Py_LIMITED_API
+ #if CYTHON_LIMITED_API+0 > 0x03030000
+ #define Py_LIMITED_API CYTHON_LIMITED_API
+ #else
+ #define Py_LIMITED_API 0x03030000
+ #endif
+ #endif
+#endif
+
+#include "Python.h"
+#ifndef Py_PYTHON_H
+ #error Python headers needed to compile C extensions, please install development version of Python.
+#elif PY_VERSION_HEX < 0x02070000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03030000)
+ #error Cython requires Python 2.7+ or Python 3.3+.
+#else
+#if defined(CYTHON_LIMITED_API) && CYTHON_LIMITED_API
+#define __PYX_EXTRA_ABI_MODULE_NAME "limited"
+#else
+#define __PYX_EXTRA_ABI_MODULE_NAME ""
+#endif
+#define CYTHON_ABI "3_0_11" __PYX_EXTRA_ABI_MODULE_NAME
+#define __PYX_ABI_MODULE_NAME "_cython_" CYTHON_ABI
+#define __PYX_TYPE_MODULE_PREFIX __PYX_ABI_MODULE_NAME "."
+#define CYTHON_HEX_VERSION 0x03000BF0
+#define CYTHON_FUTURE_DIVISION 1
+#include <stddef.h>
+#ifndef offsetof
+ #define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
+#endif
+#if !defined(_WIN32) && !defined(WIN32) && !defined(MS_WINDOWS)
+ #ifndef __stdcall
+ #define __stdcall
+ #endif
+ #ifndef __cdecl
+ #define __cdecl
+ #endif
+ #ifndef __fastcall
+ #define __fastcall
+ #endif
+#endif
+#ifndef DL_IMPORT
+ #define DL_IMPORT(t) t
+#endif
+#ifndef DL_EXPORT
+ #define DL_EXPORT(t) t
+#endif
+#define __PYX_COMMA ,
+#ifndef HAVE_LONG_LONG
+ #define HAVE_LONG_LONG
+#endif
+#ifndef PY_LONG_LONG
+ #define PY_LONG_LONG LONG_LONG
+#endif
+#ifndef Py_HUGE_VAL
+ #define Py_HUGE_VAL HUGE_VAL
+#endif
+#define __PYX_LIMITED_VERSION_HEX PY_VERSION_HEX
+#if defined(GRAALVM_PYTHON)
+ /* For very preliminary testing purposes. Most variables are set the same as PyPy.
+ The existence of this section does not imply that anything works or is even tested */
+ #define CYTHON_COMPILING_IN_PYPY 0
+ #define CYTHON_COMPILING_IN_CPYTHON 0
+ #define CYTHON_COMPILING_IN_LIMITED_API 0
+ #define CYTHON_COMPILING_IN_GRAAL 1
+ #define CYTHON_COMPILING_IN_NOGIL 0
+ #undef CYTHON_USE_TYPE_SLOTS
+ #define CYTHON_USE_TYPE_SLOTS 0
+ #undef CYTHON_USE_TYPE_SPECS
+ #define CYTHON_USE_TYPE_SPECS 0
+ #undef CYTHON_USE_PYTYPE_LOOKUP
+ #define CYTHON_USE_PYTYPE_LOOKUP 0
+ #if PY_VERSION_HEX < 0x03050000
+ #undef CYTHON_USE_ASYNC_SLOTS
+ #define CYTHON_USE_ASYNC_SLOTS 0
+ #elif !defined(CYTHON_USE_ASYNC_SLOTS)
+ #define CYTHON_USE_ASYNC_SLOTS 1
+ #endif
+ #undef CYTHON_USE_PYLIST_INTERNALS
+ #define CYTHON_USE_PYLIST_INTERNALS 0
+ #undef CYTHON_USE_UNICODE_INTERNALS
+ #define CYTHON_USE_UNICODE_INTERNALS 0
+ #undef CYTHON_USE_UNICODE_WRITER
+ #define CYTHON_USE_UNICODE_WRITER 0
+ #undef CYTHON_USE_PYLONG_INTERNALS
+ #define CYTHON_USE_PYLONG_INTERNALS 0
+ #undef CYTHON_AVOID_BORROWED_REFS
+ #define CYTHON_AVOID_BORROWED_REFS 1
+ #undef CYTHON_ASSUME_SAFE_MACROS
+ #define CYTHON_ASSUME_SAFE_MACROS 0
+ #undef CYTHON_UNPACK_METHODS
+ #define CYTHON_UNPACK_METHODS 0
+ #undef CYTHON_FAST_THREAD_STATE
+ #define CYTHON_FAST_THREAD_STATE 0
+ #undef CYTHON_FAST_GIL
+ #define CYTHON_FAST_GIL 0
+ #undef CYTHON_METH_FASTCALL
+ #define CYTHON_METH_FASTCALL 0
+ #undef CYTHON_FAST_PYCALL
+ #define CYTHON_FAST_PYCALL 0
+ #ifndef CYTHON_PEP487_INIT_SUBCLASS
+ #define CYTHON_PEP487_INIT_SUBCLASS (PY_MAJOR_VERSION >= 3)
+ #endif
+ #undef CYTHON_PEP489_MULTI_PHASE_INIT
+ #define CYTHON_PEP489_MULTI_PHASE_INIT 1
+ #undef CYTHON_USE_MODULE_STATE
+ #define CYTHON_USE_MODULE_STATE 0
+ #undef CYTHON_USE_TP_FINALIZE
+ #define CYTHON_USE_TP_FINALIZE 0
+ #undef CYTHON_USE_DICT_VERSIONS
+ #define CYTHON_USE_DICT_VERSIONS 0
+ #undef CYTHON_USE_EXC_INFO_STACK
+ #define CYTHON_USE_EXC_INFO_STACK 0
+ #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
+ #define CYTHON_UPDATE_DESCRIPTOR_DOC 0
+ #endif
+ #undef CYTHON_USE_FREELISTS
+ #define CYTHON_USE_FREELISTS 0
+#elif defined(PYPY_VERSION)
+ #define CYTHON_COMPILING_IN_PYPY 1
+ #define CYTHON_COMPILING_IN_CPYTHON 0
+ #define CYTHON_COMPILING_IN_LIMITED_API 0
+ #define CYTHON_COMPILING_IN_GRAAL 0
+ #define CYTHON_COMPILING_IN_NOGIL 0
+ #undef CYTHON_USE_TYPE_SLOTS
+ #define CYTHON_USE_TYPE_SLOTS 0
+ #ifndef CYTHON_USE_TYPE_SPECS
+ #define CYTHON_USE_TYPE_SPECS 0
+ #endif
+ #undef CYTHON_USE_PYTYPE_LOOKUP
+ #define CYTHON_USE_PYTYPE_LOOKUP 0
+ #if PY_VERSION_HEX < 0x03050000
+ #undef CYTHON_USE_ASYNC_SLOTS
+ #define CYTHON_USE_ASYNC_SLOTS 0
+ #elif !defined(CYTHON_USE_ASYNC_SLOTS)
+ #define CYTHON_USE_ASYNC_SLOTS 1
+ #endif
+ #undef CYTHON_USE_PYLIST_INTERNALS
+ #define CYTHON_USE_PYLIST_INTERNALS 0
+ #undef CYTHON_USE_UNICODE_INTERNALS
+ #define CYTHON_USE_UNICODE_INTERNALS 0
+ #undef CYTHON_USE_UNICODE_WRITER
+ #define CYTHON_USE_UNICODE_WRITER 0
+ #undef CYTHON_USE_PYLONG_INTERNALS
+ #define CYTHON_USE_PYLONG_INTERNALS 0
+ #undef CYTHON_AVOID_BORROWED_REFS
+ #define CYTHON_AVOID_BORROWED_REFS 1
+ #undef CYTHON_ASSUME_SAFE_MACROS
+ #define CYTHON_ASSUME_SAFE_MACROS 0
+ #undef CYTHON_UNPACK_METHODS
+ #define CYTHON_UNPACK_METHODS 0
+ #undef CYTHON_FAST_THREAD_STATE
+ #define CYTHON_FAST_THREAD_STATE 0
+ #undef CYTHON_FAST_GIL
+ #define CYTHON_FAST_GIL 0
+ #undef CYTHON_METH_FASTCALL
+ #define CYTHON_METH_FASTCALL 0
+ #undef CYTHON_FAST_PYCALL
+ #define CYTHON_FAST_PYCALL 0
+ #ifndef CYTHON_PEP487_INIT_SUBCLASS
+ #define CYTHON_PEP487_INIT_SUBCLASS (PY_MAJOR_VERSION >= 3)
+ #endif
+ #if PY_VERSION_HEX < 0x03090000
+ #undef CYTHON_PEP489_MULTI_PHASE_INIT
+ #define CYTHON_PEP489_MULTI_PHASE_INIT 0
+ #elif !defined(CYTHON_PEP489_MULTI_PHASE_INIT)
+ #define CYTHON_PEP489_MULTI_PHASE_INIT 1
+ #endif
+ #undef CYTHON_USE_MODULE_STATE
+ #define CYTHON_USE_MODULE_STATE 0
+ #undef CYTHON_USE_TP_FINALIZE
+ #define CYTHON_USE_TP_FINALIZE (PY_VERSION_HEX >= 0x030400a1 && PYPY_VERSION_NUM >= 0x07030C00)
+ #undef CYTHON_USE_DICT_VERSIONS
+ #define CYTHON_USE_DICT_VERSIONS 0
+ #undef CYTHON_USE_EXC_INFO_STACK
+ #define CYTHON_USE_EXC_INFO_STACK 0
+ #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
+ #define CYTHON_UPDATE_DESCRIPTOR_DOC 0
+ #endif
+ #undef CYTHON_USE_FREELISTS
+ #define CYTHON_USE_FREELISTS 0
+#elif defined(CYTHON_LIMITED_API)
+ #ifdef Py_LIMITED_API
+ #undef __PYX_LIMITED_VERSION_HEX
+ #define __PYX_LIMITED_VERSION_HEX Py_LIMITED_API
+ #endif
+ #define CYTHON_COMPILING_IN_PYPY 0
+ #define CYTHON_COMPILING_IN_CPYTHON 0
+ #define CYTHON_COMPILING_IN_LIMITED_API 1
+ #define CYTHON_COMPILING_IN_GRAAL 0
+ #define CYTHON_COMPILING_IN_NOGIL 0
+ #undef CYTHON_CLINE_IN_TRACEBACK
+ #define CYTHON_CLINE_IN_TRACEBACK 0
+ #undef CYTHON_USE_TYPE_SLOTS
+ #define CYTHON_USE_TYPE_SLOTS 0
+ #undef CYTHON_USE_TYPE_SPECS
+ #define CYTHON_USE_TYPE_SPECS 1
+ #undef CYTHON_USE_PYTYPE_LOOKUP
+ #define CYTHON_USE_PYTYPE_LOOKUP 0
+ #undef CYTHON_USE_ASYNC_SLOTS
+ #define CYTHON_USE_ASYNC_SLOTS 0
+ #undef CYTHON_USE_PYLIST_INTERNALS
+ #define CYTHON_USE_PYLIST_INTERNALS 0
+ #undef CYTHON_USE_UNICODE_INTERNALS
+ #define CYTHON_USE_UNICODE_INTERNALS 0
+ #ifndef CYTHON_USE_UNICODE_WRITER
+ #define CYTHON_USE_UNICODE_WRITER 0
+ #endif
+ #undef CYTHON_USE_PYLONG_INTERNALS
+ #define CYTHON_USE_PYLONG_INTERNALS 0
+ #ifndef CYTHON_AVOID_BORROWED_REFS
+ #define CYTHON_AVOID_BORROWED_REFS 0
+ #endif
+ #undef CYTHON_ASSUME_SAFE_MACROS
+ #define CYTHON_ASSUME_SAFE_MACROS 0
+ #undef CYTHON_UNPACK_METHODS
+ #define CYTHON_UNPACK_METHODS 0
+ #undef CYTHON_FAST_THREAD_STATE
+ #define CYTHON_FAST_THREAD_STATE 0
+ #undef CYTHON_FAST_GIL
+ #define CYTHON_FAST_GIL 0
+ #undef CYTHON_METH_FASTCALL
+ #define CYTHON_METH_FASTCALL 0
+ #undef CYTHON_FAST_PYCALL
+ #define CYTHON_FAST_PYCALL 0
+ #ifndef CYTHON_PEP487_INIT_SUBCLASS
+ #define CYTHON_PEP487_INIT_SUBCLASS 1
+ #endif
+ #undef CYTHON_PEP489_MULTI_PHASE_INIT
+ #define CYTHON_PEP489_MULTI_PHASE_INIT 0
+ #undef CYTHON_USE_MODULE_STATE
+ #define CYTHON_USE_MODULE_STATE 1
+ #ifndef CYTHON_USE_TP_FINALIZE
+ #define CYTHON_USE_TP_FINALIZE 0
+ #endif
+ #undef CYTHON_USE_DICT_VERSIONS
+ #define CYTHON_USE_DICT_VERSIONS 0
+ #undef CYTHON_USE_EXC_INFO_STACK
+ #define CYTHON_USE_EXC_INFO_STACK 0
+ #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
+ #define CYTHON_UPDATE_DESCRIPTOR_DOC 0
+ #endif
+ #undef CYTHON_USE_FREELISTS
+ #define CYTHON_USE_FREELISTS 0
+#elif defined(Py_GIL_DISABLED) || defined(Py_NOGIL)
+ #define CYTHON_COMPILING_IN_PYPY 0
+ #define CYTHON_COMPILING_IN_CPYTHON 0
+ #define CYTHON_COMPILING_IN_LIMITED_API 0
+ #define CYTHON_COMPILING_IN_GRAAL 0
+ #define CYTHON_COMPILING_IN_NOGIL 1
+ #ifndef CYTHON_USE_TYPE_SLOTS
+ #define CYTHON_USE_TYPE_SLOTS 1
+ #endif
+ #ifndef CYTHON_USE_TYPE_SPECS
+ #define CYTHON_USE_TYPE_SPECS 0
+ #endif
+ #undef CYTHON_USE_PYTYPE_LOOKUP
+ #define CYTHON_USE_PYTYPE_LOOKUP 0
+ #ifndef CYTHON_USE_ASYNC_SLOTS
+ #define CYTHON_USE_ASYNC_SLOTS 1
+ #endif
+ #ifndef CYTHON_USE_PYLONG_INTERNALS
+ #define CYTHON_USE_PYLONG_INTERNALS 0
+ #endif
+ #undef CYTHON_USE_PYLIST_INTERNALS
+ #define CYTHON_USE_PYLIST_INTERNALS 0
+ #ifndef CYTHON_USE_UNICODE_INTERNALS
+ #define CYTHON_USE_UNICODE_INTERNALS 1
+ #endif
+ #undef CYTHON_USE_UNICODE_WRITER
+ #define CYTHON_USE_UNICODE_WRITER 0
+ #ifndef CYTHON_AVOID_BORROWED_REFS
+ #define CYTHON_AVOID_BORROWED_REFS 0
+ #endif
+ #ifndef CYTHON_ASSUME_SAFE_MACROS
+ #define CYTHON_ASSUME_SAFE_MACROS 1
+ #endif
+ #ifndef CYTHON_UNPACK_METHODS
+ #define CYTHON_UNPACK_METHODS 1
+ #endif
+ #undef CYTHON_FAST_THREAD_STATE
+ #define CYTHON_FAST_THREAD_STATE 0
+ #undef CYTHON_FAST_GIL
+ #define CYTHON_FAST_GIL 0
+ #ifndef CYTHON_METH_FASTCALL
+ #define CYTHON_METH_FASTCALL 1
+ #endif
+ #undef CYTHON_FAST_PYCALL
+ #define CYTHON_FAST_PYCALL 0
+ #ifndef CYTHON_PEP487_INIT_SUBCLASS
+ #define CYTHON_PEP487_INIT_SUBCLASS 1
+ #endif
+ #ifndef CYTHON_PEP489_MULTI_PHASE_INIT
+ #define CYTHON_PEP489_MULTI_PHASE_INIT 1
+ #endif
+ #ifndef CYTHON_USE_MODULE_STATE
+ #define CYTHON_USE_MODULE_STATE 0
+ #endif
+ #ifndef CYTHON_USE_TP_FINALIZE
+ #define CYTHON_USE_TP_FINALIZE 1
+ #endif
+ #undef CYTHON_USE_DICT_VERSIONS
+ #define CYTHON_USE_DICT_VERSIONS 0
+ #undef CYTHON_USE_EXC_INFO_STACK
+ #define CYTHON_USE_EXC_INFO_STACK 0
+ #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
+ #define CYTHON_UPDATE_DESCRIPTOR_DOC 1
+ #endif
+ #ifndef CYTHON_USE_FREELISTS
+ #define CYTHON_USE_FREELISTS 0
+ #endif
+#else
+ #define CYTHON_COMPILING_IN_PYPY 0
+ #define CYTHON_COMPILING_IN_CPYTHON 1
+ #define CYTHON_COMPILING_IN_LIMITED_API 0
+ #define CYTHON_COMPILING_IN_GRAAL 0
+ #define CYTHON_COMPILING_IN_NOGIL 0
+ #ifndef CYTHON_USE_TYPE_SLOTS
+ #define CYTHON_USE_TYPE_SLOTS 1
+ #endif
+ #ifndef CYTHON_USE_TYPE_SPECS
+ #define CYTHON_USE_TYPE_SPECS 0
+ #endif
+ #ifndef CYTHON_USE_PYTYPE_LOOKUP
+ #define CYTHON_USE_PYTYPE_LOOKUP 1
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ #undef CYTHON_USE_ASYNC_SLOTS
+ #define CYTHON_USE_ASYNC_SLOTS 0
+ #elif !defined(CYTHON_USE_ASYNC_SLOTS)
+ #define CYTHON_USE_ASYNC_SLOTS 1
+ #endif
+ #ifndef CYTHON_USE_PYLONG_INTERNALS
+ #define CYTHON_USE_PYLONG_INTERNALS 1
+ #endif
+ #ifndef CYTHON_USE_PYLIST_INTERNALS
+ #define CYTHON_USE_PYLIST_INTERNALS 1
+ #endif
+ #ifndef CYTHON_USE_UNICODE_INTERNALS
+ #define CYTHON_USE_UNICODE_INTERNALS 1
+ #endif
+ #if PY_VERSION_HEX < 0x030300F0 || PY_VERSION_HEX >= 0x030B00A2
+ #undef CYTHON_USE_UNICODE_WRITER
+ #define CYTHON_USE_UNICODE_WRITER 0
+ #elif !defined(CYTHON_USE_UNICODE_WRITER)
+ #define CYTHON_USE_UNICODE_WRITER 1
+ #endif
+ #ifndef CYTHON_AVOID_BORROWED_REFS
+ #define CYTHON_AVOID_BORROWED_REFS 0
+ #endif
+ #ifndef CYTHON_ASSUME_SAFE_MACROS
+ #define CYTHON_ASSUME_SAFE_MACROS 1
+ #endif
+ #ifndef CYTHON_UNPACK_METHODS
+ #define CYTHON_UNPACK_METHODS 1
+ #endif
+ #ifndef CYTHON_FAST_THREAD_STATE
+ #define CYTHON_FAST_THREAD_STATE 1
+ #endif
+ #ifndef CYTHON_FAST_GIL
+ #define CYTHON_FAST_GIL (PY_MAJOR_VERSION < 3 || PY_VERSION_HEX >= 0x03060000 && PY_VERSION_HEX < 0x030C00A6)
+ #endif
+ #ifndef CYTHON_METH_FASTCALL
+ #define CYTHON_METH_FASTCALL (PY_VERSION_HEX >= 0x030700A1)
+ #endif
+ #ifndef CYTHON_FAST_PYCALL
+ #define CYTHON_FAST_PYCALL 1
+ #endif
+ #ifndef CYTHON_PEP487_INIT_SUBCLASS
+ #define CYTHON_PEP487_INIT_SUBCLASS 1
+ #endif
+ #if PY_VERSION_HEX < 0x03050000
+ #undef CYTHON_PEP489_MULTI_PHASE_INIT
+ #define CYTHON_PEP489_MULTI_PHASE_INIT 0
+ #elif !defined(CYTHON_PEP489_MULTI_PHASE_INIT)
+ #define CYTHON_PEP489_MULTI_PHASE_INIT 1
+ #endif
+ #ifndef CYTHON_USE_MODULE_STATE
+ #define CYTHON_USE_MODULE_STATE 0
+ #endif
+ #if PY_VERSION_HEX < 0x030400a1
+ #undef CYTHON_USE_TP_FINALIZE
+ #define CYTHON_USE_TP_FINALIZE 0
+ #elif !defined(CYTHON_USE_TP_FINALIZE)
+ #define CYTHON_USE_TP_FINALIZE 1
+ #endif
+ #if PY_VERSION_HEX < 0x030600B1
+ #undef CYTHON_USE_DICT_VERSIONS
+ #define CYTHON_USE_DICT_VERSIONS 0
+ #elif !defined(CYTHON_USE_DICT_VERSIONS)
+ #define CYTHON_USE_DICT_VERSIONS (PY_VERSION_HEX < 0x030C00A5)
+ #endif
+ #if PY_VERSION_HEX < 0x030700A3
+ #undef CYTHON_USE_EXC_INFO_STACK
+ #define CYTHON_USE_EXC_INFO_STACK 0
+ #elif !defined(CYTHON_USE_EXC_INFO_STACK)
+ #define CYTHON_USE_EXC_INFO_STACK 1
+ #endif
+ #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
+ #define CYTHON_UPDATE_DESCRIPTOR_DOC 1
+ #endif
+ #ifndef CYTHON_USE_FREELISTS
+ #define CYTHON_USE_FREELISTS 1
+ #endif
+#endif
+#if !defined(CYTHON_FAST_PYCCALL)
+#define CYTHON_FAST_PYCCALL (CYTHON_FAST_PYCALL && PY_VERSION_HEX >= 0x030600B1)
+#endif
+#if !defined(CYTHON_VECTORCALL)
+#define CYTHON_VECTORCALL (CYTHON_FAST_PYCCALL && PY_VERSION_HEX >= 0x030800B1)
+#endif
+#define CYTHON_BACKPORT_VECTORCALL (CYTHON_METH_FASTCALL && PY_VERSION_HEX < 0x030800B1)
+#if CYTHON_USE_PYLONG_INTERNALS
+ #if PY_MAJOR_VERSION < 3
+ #include "longintrepr.h"
+ #endif
+ #undef SHIFT
+ #undef BASE
+ #undef MASK
+ #ifdef SIZEOF_VOID_P
+ enum { __pyx_check_sizeof_voidp = 1 / (int)(SIZEOF_VOID_P == sizeof(void*)) };
+ #endif
+#endif
+#ifndef __has_attribute
+ #define __has_attribute(x) 0
+#endif
+#ifndef __has_cpp_attribute
+ #define __has_cpp_attribute(x) 0
+#endif
+#ifndef CYTHON_RESTRICT
+ #if defined(__GNUC__)
+ #define CYTHON_RESTRICT __restrict__
+ #elif defined(_MSC_VER) && _MSC_VER >= 1400
+ #define CYTHON_RESTRICT __restrict
+ #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
+ #define CYTHON_RESTRICT restrict
+ #else
+ #define CYTHON_RESTRICT
+ #endif
+#endif
+#ifndef CYTHON_UNUSED
+ #if defined(__cplusplus)
+ /* for clang __has_cpp_attribute(maybe_unused) is true even before C++17
+ * but leads to warnings with -pedantic, since it is a C++17 feature */
+ #if ((defined(_MSVC_LANG) && _MSVC_LANG >= 201703L) || __cplusplus >= 201703L)
+ #if __has_cpp_attribute(maybe_unused)
+ #define CYTHON_UNUSED [[maybe_unused]]
+ #endif
+ #endif
+ #endif
+#endif
+#ifndef CYTHON_UNUSED
+# if defined(__GNUC__)
+# if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4))
+# define CYTHON_UNUSED __attribute__ ((__unused__))
+# else
+# define CYTHON_UNUSED
+# endif
+# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER))
+# define CYTHON_UNUSED __attribute__ ((__unused__))
+# else
+# define CYTHON_UNUSED
+# endif
+#endif
+#ifndef CYTHON_UNUSED_VAR
+# if defined(__cplusplus)
+ template<class T> void CYTHON_UNUSED_VAR( const T& ) { }
+# else
+# define CYTHON_UNUSED_VAR(x) (void)(x)
+# endif
+#endif
+#ifndef CYTHON_MAYBE_UNUSED_VAR
+ #define CYTHON_MAYBE_UNUSED_VAR(x) CYTHON_UNUSED_VAR(x)
+#endif
+#ifndef CYTHON_NCP_UNUSED
+# if CYTHON_COMPILING_IN_CPYTHON
+# define CYTHON_NCP_UNUSED
+# else
+# define CYTHON_NCP_UNUSED CYTHON_UNUSED
+# endif
+#endif
+#ifndef CYTHON_USE_CPP_STD_MOVE
+ #if defined(__cplusplus) && (\
+ __cplusplus >= 201103L || (defined(_MSC_VER) && _MSC_VER >= 1600))
+ #define CYTHON_USE_CPP_STD_MOVE 1
+ #else
+ #define CYTHON_USE_CPP_STD_MOVE 0
+ #endif
+#endif
+#define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None)
+#ifdef _MSC_VER
+ #ifndef _MSC_STDINT_H_
+ #if _MSC_VER < 1300
+ typedef unsigned char uint8_t;
+ typedef unsigned short uint16_t;
+ typedef unsigned int uint32_t;
+ #else
+ typedef unsigned __int8 uint8_t;
+ typedef unsigned __int16 uint16_t;
+ typedef unsigned __int32 uint32_t;
+ #endif
+ #endif
+ #if _MSC_VER < 1300
+ #ifdef _WIN64
+ typedef unsigned long long __pyx_uintptr_t;
+ #else
+ typedef unsigned int __pyx_uintptr_t;
+ #endif
+ #else
+ #ifdef _WIN64
+ typedef unsigned __int64 __pyx_uintptr_t;
+ #else
+ typedef unsigned __int32 __pyx_uintptr_t;
+ #endif
+ #endif
+#else
+ #include <stdint.h>
+ typedef uintptr_t __pyx_uintptr_t;
+#endif
+#ifndef CYTHON_FALLTHROUGH
+ #if defined(__cplusplus)
+ /* for clang __has_cpp_attribute(fallthrough) is true even before C++17
+ * but leads to warnings with -pedantic, since it is a C++17 feature */
+ #if ((defined(_MSVC_LANG) && _MSVC_LANG >= 201703L) || __cplusplus >= 201703L)
+ #if __has_cpp_attribute(fallthrough)
+ #define CYTHON_FALLTHROUGH [[fallthrough]]
+ #endif
+ #endif
+ #ifndef CYTHON_FALLTHROUGH
+ #if __has_cpp_attribute(clang::fallthrough)
+ #define CYTHON_FALLTHROUGH [[clang::fallthrough]]
+ #elif __has_cpp_attribute(gnu::fallthrough)
+ #define CYTHON_FALLTHROUGH [[gnu::fallthrough]]
+ #endif
+ #endif
+ #endif
+ #ifndef CYTHON_FALLTHROUGH
+ #if __has_attribute(fallthrough)
+ #define CYTHON_FALLTHROUGH __attribute__((fallthrough))
+ #else
+ #define CYTHON_FALLTHROUGH
+ #endif
+ #endif
+ #if defined(__clang__) && defined(__apple_build_version__)
+ #if __apple_build_version__ < 7000000
+ #undef CYTHON_FALLTHROUGH
+ #define CYTHON_FALLTHROUGH
+ #endif
+ #endif
+#endif
+#ifdef __cplusplus
+ template <typename T>
+ struct __PYX_IS_UNSIGNED_IMPL {static const bool value = T(0) < T(-1);};
+ #define __PYX_IS_UNSIGNED(type) (__PYX_IS_UNSIGNED_IMPL<type>::value)
+#else
+ #define __PYX_IS_UNSIGNED(type) (((type)-1) > 0)
+#endif
+#if CYTHON_COMPILING_IN_PYPY == 1
+ #define __PYX_NEED_TP_PRINT_SLOT (PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x030A0000)
+#else
+ #define __PYX_NEED_TP_PRINT_SLOT (PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000)
+#endif
+#define __PYX_REINTERPRET_FUNCION(func_pointer, other_pointer) ((func_pointer)(void(*)(void))(other_pointer))
+
+#ifndef __cplusplus
+ #error "Cython files generated with the C++ option must be compiled with a C++ compiler."
+#endif
+#ifndef CYTHON_INLINE
+ #if defined(__clang__)
+ #define CYTHON_INLINE __inline__ __attribute__ ((__unused__))
+ #else
+ #define CYTHON_INLINE inline
+ #endif
+#endif
+template<typename T>
+void __Pyx_call_destructor(T& x) {
+ x.~T();
+}
+template<typename T>
+class __Pyx_FakeReference {
+ public:
+ __Pyx_FakeReference() : ptr(NULL) { }
+ __Pyx_FakeReference(const T& ref) : ptr(const_cast<T*>(&ref)) { }
+ T *operator->() { return ptr; }
+ T *operator&() { return ptr; }
+ operator T&() { return *ptr; }
+ template<typename U> bool operator ==(const U& other) const { return *ptr == other; }
+ template<typename U> bool operator !=(const U& other) const { return *ptr != other; }
+ template<typename U> bool operator==(const __Pyx_FakeReference<U>& other) const { return *ptr == *other.ptr; }
+ template<typename U> bool operator!=(const __Pyx_FakeReference<U>& other) const { return *ptr != *other.ptr; }
+ private:
+ T *ptr;
+};
+
+#define __PYX_BUILD_PY_SSIZE_T "n"
+#define CYTHON_FORMAT_SSIZE_T "z"
+#if PY_MAJOR_VERSION < 3
+ #define __Pyx_BUILTIN_MODULE_NAME "__builtin__"
+ #define __Pyx_DefaultClassType PyClass_Type
+ #define __Pyx_PyCode_New(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
+ PyCode_New(a+k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
+#else
+ #define __Pyx_BUILTIN_MODULE_NAME "builtins"
+ #define __Pyx_DefaultClassType PyType_Type
+#if CYTHON_COMPILING_IN_LIMITED_API
+ static CYTHON_INLINE PyObject* __Pyx_PyCode_New(int a, int p, int k, int l, int s, int f,
+ PyObject *code, PyObject *c, PyObject* n, PyObject *v,
+ PyObject *fv, PyObject *cell, PyObject* fn,
+ PyObject *name, int fline, PyObject *lnos) {
+ PyObject *exception_table = NULL;
+ PyObject *types_module=NULL, *code_type=NULL, *result=NULL;
+ #if __PYX_LIMITED_VERSION_HEX < 0x030B0000
+ PyObject *version_info;
+ PyObject *py_minor_version = NULL;
+ #endif
+ long minor_version = 0;
+ PyObject *type, *value, *traceback;
+ PyErr_Fetch(&type, &value, &traceback);
+ #if __PYX_LIMITED_VERSION_HEX >= 0x030B0000
+ minor_version = 11;
+ #else
+ if (!(version_info = PySys_GetObject("version_info"))) goto end;
+ if (!(py_minor_version = PySequence_GetItem(version_info, 1))) goto end;
+ minor_version = PyLong_AsLong(py_minor_version);
+ Py_DECREF(py_minor_version);
+ if (minor_version == -1 && PyErr_Occurred()) goto end;
+ #endif
+ if (!(types_module = PyImport_ImportModule("types"))) goto end;
+ if (!(code_type = PyObject_GetAttrString(types_module, "CodeType"))) goto end;
+ if (minor_version <= 7) {
+ (void)p;
+ result = PyObject_CallFunction(code_type, "iiiiiOOOOOOiOO", a, k, l, s, f, code,
+ c, n, v, fn, name, fline, lnos, fv, cell);
+ } else if (minor_version <= 10) {
+ result = PyObject_CallFunction(code_type, "iiiiiiOOOOOOiOO", a,p, k, l, s, f, code,
+ c, n, v, fn, name, fline, lnos, fv, cell);
+ } else {
+ if (!(exception_table = PyBytes_FromStringAndSize(NULL, 0))) goto end;
+ result = PyObject_CallFunction(code_type, "iiiiiiOOOOOOOiOO", a,p, k, l, s, f, code,
+ c, n, v, fn, name, name, fline, lnos, exception_table, fv, cell);
+ }
+ end:
+ Py_XDECREF(code_type);
+ Py_XDECREF(exception_table);
+ Py_XDECREF(types_module);
+ if (type) {
+ PyErr_Restore(type, value, traceback);
+ }
+ return result;
+ }
+ #ifndef CO_OPTIMIZED
+ #define CO_OPTIMIZED 0x0001
+ #endif
+ #ifndef CO_NEWLOCALS
+ #define CO_NEWLOCALS 0x0002
+ #endif
+ #ifndef CO_VARARGS
+ #define CO_VARARGS 0x0004
+ #endif
+ #ifndef CO_VARKEYWORDS
+ #define CO_VARKEYWORDS 0x0008
+ #endif
+ #ifndef CO_ASYNC_GENERATOR
+ #define CO_ASYNC_GENERATOR 0x0200
+ #endif
+ #ifndef CO_GENERATOR
+ #define CO_GENERATOR 0x0020
+ #endif
+ #ifndef CO_COROUTINE
+ #define CO_COROUTINE 0x0080
+ #endif
+#elif PY_VERSION_HEX >= 0x030B0000
+ static CYTHON_INLINE PyCodeObject* __Pyx_PyCode_New(int a, int p, int k, int l, int s, int f,
+ PyObject *code, PyObject *c, PyObject* n, PyObject *v,
+ PyObject *fv, PyObject *cell, PyObject* fn,
+ PyObject *name, int fline, PyObject *lnos) {
+ PyCodeObject *result;
+ PyObject *empty_bytes = PyBytes_FromStringAndSize("", 0);
+ if (!empty_bytes) return NULL;
+ result =
+ #if PY_VERSION_HEX >= 0x030C0000
+ PyUnstable_Code_NewWithPosOnlyArgs
+ #else
+ PyCode_NewWithPosOnlyArgs
+ #endif
+ (a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, name, fline, lnos, empty_bytes);
+ Py_DECREF(empty_bytes);
+ return result;
+ }
+#elif PY_VERSION_HEX >= 0x030800B2 && !CYTHON_COMPILING_IN_PYPY
+ #define __Pyx_PyCode_New(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
+ PyCode_NewWithPosOnlyArgs(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
+#else
+ #define __Pyx_PyCode_New(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
+ PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
+#endif
+#endif
+#if PY_VERSION_HEX >= 0x030900A4 || defined(Py_IS_TYPE)
+ #define __Pyx_IS_TYPE(ob, type) Py_IS_TYPE(ob, type)
+#else
+ #define __Pyx_IS_TYPE(ob, type) (((const PyObject*)ob)->ob_type == (type))
+#endif
+#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_Is)
+ #define __Pyx_Py_Is(x, y) Py_Is(x, y)
+#else
+ #define __Pyx_Py_Is(x, y) ((x) == (y))
+#endif
+#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsNone)
+ #define __Pyx_Py_IsNone(ob) Py_IsNone(ob)
+#else
+ #define __Pyx_Py_IsNone(ob) __Pyx_Py_Is((ob), Py_None)
+#endif
+#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsTrue)
+ #define __Pyx_Py_IsTrue(ob) Py_IsTrue(ob)
+#else
+ #define __Pyx_Py_IsTrue(ob) __Pyx_Py_Is((ob), Py_True)
+#endif
+#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsFalse)
+ #define __Pyx_Py_IsFalse(ob) Py_IsFalse(ob)
+#else
+ #define __Pyx_Py_IsFalse(ob) __Pyx_Py_Is((ob), Py_False)
+#endif
+#define __Pyx_NoneAsNull(obj) (__Pyx_Py_IsNone(obj) ? NULL : (obj))
+#if PY_VERSION_HEX >= 0x030900F0 && !CYTHON_COMPILING_IN_PYPY
+ #define __Pyx_PyObject_GC_IsFinalized(o) PyObject_GC_IsFinalized(o)
+#else
+ #define __Pyx_PyObject_GC_IsFinalized(o) _PyGC_FINALIZED(o)
+#endif
+#ifndef CO_COROUTINE
+ #define CO_COROUTINE 0x80
+#endif
+#ifndef CO_ASYNC_GENERATOR
+ #define CO_ASYNC_GENERATOR 0x200
+#endif
+#ifndef Py_TPFLAGS_CHECKTYPES
+ #define Py_TPFLAGS_CHECKTYPES 0
+#endif
+#ifndef Py_TPFLAGS_HAVE_INDEX
+ #define Py_TPFLAGS_HAVE_INDEX 0
+#endif
+#ifndef Py_TPFLAGS_HAVE_NEWBUFFER
+ #define Py_TPFLAGS_HAVE_NEWBUFFER 0
+#endif
+#ifndef Py_TPFLAGS_HAVE_FINALIZE
+ #define Py_TPFLAGS_HAVE_FINALIZE 0
+#endif
+#ifndef Py_TPFLAGS_SEQUENCE
+ #define Py_TPFLAGS_SEQUENCE 0
+#endif
+#ifndef Py_TPFLAGS_MAPPING
+ #define Py_TPFLAGS_MAPPING 0
+#endif
+#ifndef METH_STACKLESS
+ #define METH_STACKLESS 0
+#endif
+#if PY_VERSION_HEX <= 0x030700A3 || !defined(METH_FASTCALL)
+ #ifndef METH_FASTCALL
+ #define METH_FASTCALL 0x80
+ #endif
+ typedef PyObject *(*__Pyx_PyCFunctionFast) (PyObject *self, PyObject *const *args, Py_ssize_t nargs);
+ typedef PyObject *(*__Pyx_PyCFunctionFastWithKeywords) (PyObject *self, PyObject *const *args,
+ Py_ssize_t nargs, PyObject *kwnames);
+#else
+ #if PY_VERSION_HEX >= 0x030d00A4
+ # define __Pyx_PyCFunctionFast PyCFunctionFast
+ # define __Pyx_PyCFunctionFastWithKeywords PyCFunctionFastWithKeywords
+ #else
+ # define __Pyx_PyCFunctionFast _PyCFunctionFast
+ # define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords
+ #endif
+#endif
+#if CYTHON_METH_FASTCALL
+ #define __Pyx_METH_FASTCALL METH_FASTCALL
+ #define __Pyx_PyCFunction_FastCall __Pyx_PyCFunctionFast
+ #define __Pyx_PyCFunction_FastCallWithKeywords __Pyx_PyCFunctionFastWithKeywords
+#else
+ #define __Pyx_METH_FASTCALL METH_VARARGS
+ #define __Pyx_PyCFunction_FastCall PyCFunction
+ #define __Pyx_PyCFunction_FastCallWithKeywords PyCFunctionWithKeywords
+#endif
+#if CYTHON_VECTORCALL
+ #define __pyx_vectorcallfunc vectorcallfunc
+ #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET PY_VECTORCALL_ARGUMENTS_OFFSET
+ #define __Pyx_PyVectorcall_NARGS(n) PyVectorcall_NARGS((size_t)(n))
+#elif CYTHON_BACKPORT_VECTORCALL
+ typedef PyObject *(*__pyx_vectorcallfunc)(PyObject *callable, PyObject *const *args,
+ size_t nargsf, PyObject *kwnames);
+ #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET ((size_t)1 << (8 * sizeof(size_t) - 1))
+ #define __Pyx_PyVectorcall_NARGS(n) ((Py_ssize_t)(((size_t)(n)) & ~__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET))
+#else
+ #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET 0
+ #define __Pyx_PyVectorcall_NARGS(n) ((Py_ssize_t)(n))
+#endif
+#if PY_MAJOR_VERSION >= 0x030900B1
+#define __Pyx_PyCFunction_CheckExact(func) PyCFunction_CheckExact(func)
+#else
+#define __Pyx_PyCFunction_CheckExact(func) PyCFunction_Check(func)
+#endif
+#define __Pyx_CyOrPyCFunction_Check(func) PyCFunction_Check(func)
+#if CYTHON_COMPILING_IN_CPYTHON
+#define __Pyx_CyOrPyCFunction_GET_FUNCTION(func) (((PyCFunctionObject*)(func))->m_ml->ml_meth)
+#elif !CYTHON_COMPILING_IN_LIMITED_API
+#define __Pyx_CyOrPyCFunction_GET_FUNCTION(func) PyCFunction_GET_FUNCTION(func)
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON
+#define __Pyx_CyOrPyCFunction_GET_FLAGS(func) (((PyCFunctionObject*)(func))->m_ml->ml_flags)
+static CYTHON_INLINE PyObject* __Pyx_CyOrPyCFunction_GET_SELF(PyObject *func) {
+ return (__Pyx_CyOrPyCFunction_GET_FLAGS(func) & METH_STATIC) ? NULL : ((PyCFunctionObject*)func)->m_self;
+}
+#endif
+static CYTHON_INLINE int __Pyx__IsSameCFunction(PyObject *func, void *cfunc) {
+#if CYTHON_COMPILING_IN_LIMITED_API
+ return PyCFunction_Check(func) && PyCFunction_GetFunction(func) == (PyCFunction) cfunc;
+#else
+ return PyCFunction_Check(func) && PyCFunction_GET_FUNCTION(func) == (PyCFunction) cfunc;
+#endif
+}
+#define __Pyx_IsSameCFunction(func, cfunc) __Pyx__IsSameCFunction(func, cfunc)
+#if __PYX_LIMITED_VERSION_HEX < 0x030900B1
+ #define __Pyx_PyType_FromModuleAndSpec(m, s, b) ((void)m, PyType_FromSpecWithBases(s, b))
+ typedef PyObject *(*__Pyx_PyCMethod)(PyObject *, PyTypeObject *, PyObject *const *, size_t, PyObject *);
+#else
+ #define __Pyx_PyType_FromModuleAndSpec(m, s, b) PyType_FromModuleAndSpec(m, s, b)
+ #define __Pyx_PyCMethod PyCMethod
+#endif
+#ifndef METH_METHOD
+ #define METH_METHOD 0x200
+#endif
+#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc)
+ #define PyObject_Malloc(s) PyMem_Malloc(s)
+ #define PyObject_Free(p) PyMem_Free(p)
+ #define PyObject_Realloc(p) PyMem_Realloc(p)
+#endif
+#if CYTHON_COMPILING_IN_LIMITED_API
+ #define __Pyx_PyCode_HasFreeVars(co) (PyCode_GetNumFree(co) > 0)
+ #define __Pyx_PyFrame_SetLineNumber(frame, lineno)
+#else
+ #define __Pyx_PyCode_HasFreeVars(co) (PyCode_GetNumFree(co) > 0)
+ #define __Pyx_PyFrame_SetLineNumber(frame, lineno) (frame)->f_lineno = (lineno)
+#endif
+#if CYTHON_COMPILING_IN_LIMITED_API
+ #define __Pyx_PyThreadState_Current PyThreadState_Get()
+#elif !CYTHON_FAST_THREAD_STATE
+ #define __Pyx_PyThreadState_Current PyThreadState_GET()
+#elif PY_VERSION_HEX >= 0x030d00A1
+ #define __Pyx_PyThreadState_Current PyThreadState_GetUnchecked()
+#elif PY_VERSION_HEX >= 0x03060000
+ #define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet()
+#elif PY_VERSION_HEX >= 0x03000000
+ #define __Pyx_PyThreadState_Current PyThreadState_GET()
+#else
+ #define __Pyx_PyThreadState_Current _PyThreadState_Current
+#endif
+#if CYTHON_COMPILING_IN_LIMITED_API
+static CYTHON_INLINE void *__Pyx_PyModule_GetState(PyObject *op)
+{
+ void *result;
+ result = PyModule_GetState(op);
+ if (!result)
+ Py_FatalError("Couldn't find the module state");
+ return result;
+}
+#endif
+#define __Pyx_PyObject_GetSlot(obj, name, func_ctype) __Pyx_PyType_GetSlot(Py_TYPE(obj), name, func_ctype)
+#if CYTHON_COMPILING_IN_LIMITED_API
+ #define __Pyx_PyType_GetSlot(type, name, func_ctype) ((func_ctype) PyType_GetSlot((type), Py_##name))
+#else
+ #define __Pyx_PyType_GetSlot(type, name, func_ctype) ((type)->name)
+#endif
+#if PY_VERSION_HEX < 0x030700A2 && !defined(PyThread_tss_create) && !defined(Py_tss_NEEDS_INIT)
+#include "pythread.h"
+#define Py_tss_NEEDS_INIT 0
+typedef int Py_tss_t;
+static CYTHON_INLINE int PyThread_tss_create(Py_tss_t *key) {
+ *key = PyThread_create_key();
+ return 0;
+}
+static CYTHON_INLINE Py_tss_t * PyThread_tss_alloc(void) {
+ Py_tss_t *key = (Py_tss_t *)PyObject_Malloc(sizeof(Py_tss_t));
+ *key = Py_tss_NEEDS_INIT;
+ return key;
+}
+static CYTHON_INLINE void PyThread_tss_free(Py_tss_t *key) {
+ PyObject_Free(key);
+}
+static CYTHON_INLINE int PyThread_tss_is_created(Py_tss_t *key) {
+ return *key != Py_tss_NEEDS_INIT;
+}
+static CYTHON_INLINE void PyThread_tss_delete(Py_tss_t *key) {
+ PyThread_delete_key(*key);
+ *key = Py_tss_NEEDS_INIT;
+}
+static CYTHON_INLINE int PyThread_tss_set(Py_tss_t *key, void *value) {
+ return PyThread_set_key_value(*key, value);
+}
+static CYTHON_INLINE void * PyThread_tss_get(Py_tss_t *key) {
+ return PyThread_get_key_value(*key);
+}
+#endif
+#if PY_MAJOR_VERSION < 3
+ #if CYTHON_COMPILING_IN_PYPY
+ #if PYPY_VERSION_NUM < 0x07030600
+ #if defined(__cplusplus) && __cplusplus >= 201402L
+ [[deprecated("`with nogil:` inside a nogil function will not release the GIL in PyPy2 < 7.3.6")]]
+ #elif defined(__GNUC__) || defined(__clang__)
+ __attribute__ ((__deprecated__("`with nogil:` inside a nogil function will not release the GIL in PyPy2 < 7.3.6")))
+ #elif defined(_MSC_VER)
+ __declspec(deprecated("`with nogil:` inside a nogil function will not release the GIL in PyPy2 < 7.3.6"))
+ #endif
+ static CYTHON_INLINE int PyGILState_Check(void) {
+ return 0;
+ }
+ #else // PYPY_VERSION_NUM < 0x07030600
+ #endif // PYPY_VERSION_NUM < 0x07030600
+ #else
+ static CYTHON_INLINE int PyGILState_Check(void) {
+ PyThreadState * tstate = _PyThreadState_Current;
+ return tstate && (tstate == PyGILState_GetThisThreadState());
+ }
+ #endif
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030d0000 || defined(_PyDict_NewPresized)
+#define __Pyx_PyDict_NewPresized(n) ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n))
+#else
+#define __Pyx_PyDict_NewPresized(n) PyDict_New()
+#endif
+#if PY_MAJOR_VERSION >= 3 || CYTHON_FUTURE_DIVISION
+ #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y)
+ #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y)
+#else
+ #define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y)
+ #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y)
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX > 0x030600B4 && PY_VERSION_HEX < 0x030d0000 && CYTHON_USE_UNICODE_INTERNALS
+#define __Pyx_PyDict_GetItemStrWithError(dict, name) _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *) name)->hash)
+static CYTHON_INLINE PyObject * __Pyx_PyDict_GetItemStr(PyObject *dict, PyObject *name) {
+ PyObject *res = __Pyx_PyDict_GetItemStrWithError(dict, name);
+ if (res == NULL) PyErr_Clear();
+ return res;
+}
+#elif PY_MAJOR_VERSION >= 3 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07020000)
+#define __Pyx_PyDict_GetItemStrWithError PyDict_GetItemWithError
+#define __Pyx_PyDict_GetItemStr PyDict_GetItem
+#else
+static CYTHON_INLINE PyObject * __Pyx_PyDict_GetItemStrWithError(PyObject *dict, PyObject *name) {
+#if CYTHON_COMPILING_IN_PYPY
+ return PyDict_GetItem(dict, name);
+#else
+ PyDictEntry *ep;
+ PyDictObject *mp = (PyDictObject*) dict;
+ long hash = ((PyStringObject *) name)->ob_shash;
+ assert(hash != -1);
+ ep = (mp->ma_lookup)(mp, name, hash);
+ if (ep == NULL) {
+ return NULL;
+ }
+ return ep->me_value;
+#endif
+}
+#define __Pyx_PyDict_GetItemStr PyDict_GetItem
+#endif
+#if CYTHON_USE_TYPE_SLOTS
+ #define __Pyx_PyType_GetFlags(tp) (((PyTypeObject *)tp)->tp_flags)
+ #define __Pyx_PyType_HasFeature(type, feature) ((__Pyx_PyType_GetFlags(type) & (feature)) != 0)
+ #define __Pyx_PyObject_GetIterNextFunc(obj) (Py_TYPE(obj)->tp_iternext)
+#else
+ #define __Pyx_PyType_GetFlags(tp) (PyType_GetFlags((PyTypeObject *)tp))
+ #define __Pyx_PyType_HasFeature(type, feature) PyType_HasFeature(type, feature)
+ #define __Pyx_PyObject_GetIterNextFunc(obj) PyIter_Next
+#endif
+#if CYTHON_COMPILING_IN_LIMITED_API
+ #define __Pyx_SetItemOnTypeDict(tp, k, v) PyObject_GenericSetAttr((PyObject*)tp, k, v)
+#else
+ #define __Pyx_SetItemOnTypeDict(tp, k, v) PyDict_SetItem(tp->tp_dict, k, v)
+#endif
+#if CYTHON_USE_TYPE_SPECS && PY_VERSION_HEX >= 0x03080000
+#define __Pyx_PyHeapTypeObject_GC_Del(obj) {\
+ PyTypeObject *type = Py_TYPE((PyObject*)obj);\
+ assert(__Pyx_PyType_HasFeature(type, Py_TPFLAGS_HEAPTYPE));\
+ PyObject_GC_Del(obj);\
+ Py_DECREF(type);\
+}
+#else
+#define __Pyx_PyHeapTypeObject_GC_Del(obj) PyObject_GC_Del(obj)
+#endif
+#if CYTHON_COMPILING_IN_LIMITED_API
+ #define CYTHON_PEP393_ENABLED 1
+ #define __Pyx_PyUnicode_READY(op) (0)
+ #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GetLength(u)
+ #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_ReadChar(u, i)
+ #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) ((void)u, 1114111U)
+ #define __Pyx_PyUnicode_KIND(u) ((void)u, (0))
+ #define __Pyx_PyUnicode_DATA(u) ((void*)u)
+ #define __Pyx_PyUnicode_READ(k, d, i) ((void)k, PyUnicode_ReadChar((PyObject*)(d), i))
+ #define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GetLength(u))
+#elif PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND)
+ #define CYTHON_PEP393_ENABLED 1
+ #if PY_VERSION_HEX >= 0x030C0000
+ #define __Pyx_PyUnicode_READY(op) (0)
+ #else
+ #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ?\
+ 0 : _PyUnicode_Ready((PyObject *)(op)))
+ #endif
+ #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u)
+ #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i)
+ #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) PyUnicode_MAX_CHAR_VALUE(u)
+ #define __Pyx_PyUnicode_KIND(u) ((int)PyUnicode_KIND(u))
+ #define __Pyx_PyUnicode_DATA(u) PyUnicode_DATA(u)
+ #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i)
+ #define __Pyx_PyUnicode_WRITE(k, d, i, ch) PyUnicode_WRITE(k, d, i, (Py_UCS4) ch)
+ #if PY_VERSION_HEX >= 0x030C0000
+ #define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GET_LENGTH(u))
+ #else
+ #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03090000
+ #define __Pyx_PyUnicode_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : ((PyCompactUnicodeObject *)(u))->wstr_length))
+ #else
+ #define __Pyx_PyUnicode_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u)))
+ #endif
+ #endif
+#else
+ #define CYTHON_PEP393_ENABLED 0
+ #define PyUnicode_1BYTE_KIND 1
+ #define PyUnicode_2BYTE_KIND 2
+ #define PyUnicode_4BYTE_KIND 4
+ #define __Pyx_PyUnicode_READY(op) (0)
+ #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u)
+ #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i]))
+ #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) ((sizeof(Py_UNICODE) == 2) ? 65535U : 1114111U)
+ #define __Pyx_PyUnicode_KIND(u) ((int)sizeof(Py_UNICODE))
+ #define __Pyx_PyUnicode_DATA(u) ((void*)PyUnicode_AS_UNICODE(u))
+ #define __Pyx_PyUnicode_READ(k, d, i) ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i]))
+ #define __Pyx_PyUnicode_WRITE(k, d, i, ch) (((void)(k)), ((Py_UNICODE*)d)[i] = (Py_UNICODE) ch)
+ #define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GET_SIZE(u))
+#endif
+#if CYTHON_COMPILING_IN_PYPY
+ #define __Pyx_PyUnicode_Concat(a, b) PyNumber_Add(a, b)
+ #define __Pyx_PyUnicode_ConcatSafe(a, b) PyNumber_Add(a, b)
+#else
+ #define __Pyx_PyUnicode_Concat(a, b) PyUnicode_Concat(a, b)
+ #define __Pyx_PyUnicode_ConcatSafe(a, b) ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\
+ PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b))
+#endif
+#if CYTHON_COMPILING_IN_PYPY
+ #if !defined(PyUnicode_DecodeUnicodeEscape)
+ #define PyUnicode_DecodeUnicodeEscape(s, size, errors) PyUnicode_Decode(s, size, "unicode_escape", errors)
+ #endif
+ #if !defined(PyUnicode_Contains) || (PY_MAJOR_VERSION == 2 && PYPY_VERSION_NUM < 0x07030500)
+ #undef PyUnicode_Contains
+ #define PyUnicode_Contains(u, s) PySequence_Contains(u, s)
+ #endif
+ #if !defined(PyByteArray_Check)
+ #define PyByteArray_Check(obj) PyObject_TypeCheck(obj, &PyByteArray_Type)
+ #endif
+ #if !defined(PyObject_Format)
+ #define PyObject_Format(obj, fmt) PyObject_CallMethod(obj, "__format__", "O", fmt)
+ #endif
+#endif
+#define __Pyx_PyString_FormatSafe(a, b) ((unlikely((a) == Py_None || (PyString_Check(b) && !PyString_CheckExact(b)))) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b))
+#define __Pyx_PyUnicode_FormatSafe(a, b) ((unlikely((a) == Py_None || (PyUnicode_Check(b) && !PyUnicode_CheckExact(b)))) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b))
+#if PY_MAJOR_VERSION >= 3
+ #define __Pyx_PyString_Format(a, b) PyUnicode_Format(a, b)
+#else
+ #define __Pyx_PyString_Format(a, b) PyString_Format(a, b)
+#endif
+#if PY_MAJOR_VERSION < 3 && !defined(PyObject_ASCII)
+ #define PyObject_ASCII(o) PyObject_Repr(o)
+#endif
+#if PY_MAJOR_VERSION >= 3
+ #define PyBaseString_Type PyUnicode_Type
+ #define PyStringObject PyUnicodeObject
+ #define PyString_Type PyUnicode_Type
+ #define PyString_Check PyUnicode_Check
+ #define PyString_CheckExact PyUnicode_CheckExact
+#ifndef PyObject_Unicode
+ #define PyObject_Unicode PyObject_Str
+#endif
+#endif
+#if PY_MAJOR_VERSION >= 3
+ #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj)
+ #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj)
+#else
+ #define __Pyx_PyBaseString_Check(obj) (PyString_Check(obj) || PyUnicode_Check(obj))
+ #define __Pyx_PyBaseString_CheckExact(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj))
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON
+ #define __Pyx_PySequence_ListKeepNew(obj)\
+ (likely(PyList_CheckExact(obj) && Py_REFCNT(obj) == 1) ? __Pyx_NewRef(obj) : PySequence_List(obj))
+#else
+ #define __Pyx_PySequence_ListKeepNew(obj) PySequence_List(obj)
+#endif
+#ifndef PySet_CheckExact
+ #define PySet_CheckExact(obj) __Pyx_IS_TYPE(obj, &PySet_Type)
+#endif
+#if PY_VERSION_HEX >= 0x030900A4
+ #define __Pyx_SET_REFCNT(obj, refcnt) Py_SET_REFCNT(obj, refcnt)
+ #define __Pyx_SET_SIZE(obj, size) Py_SET_SIZE(obj, size)
+#else
+ #define __Pyx_SET_REFCNT(obj, refcnt) Py_REFCNT(obj) = (refcnt)
+ #define __Pyx_SET_SIZE(obj, size) Py_SIZE(obj) = (size)
+#endif
+#if CYTHON_ASSUME_SAFE_MACROS
+ #define __Pyx_PySequence_ITEM(o, i) PySequence_ITEM(o, i)
+ #define __Pyx_PySequence_SIZE(seq) Py_SIZE(seq)
+ #define __Pyx_PyTuple_SET_ITEM(o, i, v) (PyTuple_SET_ITEM(o, i, v), (0))
+ #define __Pyx_PyList_SET_ITEM(o, i, v) (PyList_SET_ITEM(o, i, v), (0))
+ #define __Pyx_PyTuple_GET_SIZE(o) PyTuple_GET_SIZE(o)
+ #define __Pyx_PyList_GET_SIZE(o) PyList_GET_SIZE(o)
+ #define __Pyx_PySet_GET_SIZE(o) PySet_GET_SIZE(o)
+ #define __Pyx_PyBytes_GET_SIZE(o) PyBytes_GET_SIZE(o)
+ #define __Pyx_PyByteArray_GET_SIZE(o) PyByteArray_GET_SIZE(o)
+#else
+ #define __Pyx_PySequence_ITEM(o, i) PySequence_GetItem(o, i)
+ #define __Pyx_PySequence_SIZE(seq) PySequence_Size(seq)
+ #define __Pyx_PyTuple_SET_ITEM(o, i, v) PyTuple_SetItem(o, i, v)
+ #define __Pyx_PyList_SET_ITEM(o, i, v) PyList_SetItem(o, i, v)
+ #define __Pyx_PyTuple_GET_SIZE(o) PyTuple_Size(o)
+ #define __Pyx_PyList_GET_SIZE(o) PyList_Size(o)
+ #define __Pyx_PySet_GET_SIZE(o) PySet_Size(o)
+ #define __Pyx_PyBytes_GET_SIZE(o) PyBytes_Size(o)
+ #define __Pyx_PyByteArray_GET_SIZE(o) PyByteArray_Size(o)
+#endif
+#if __PYX_LIMITED_VERSION_HEX >= 0x030d00A1
+ #define __Pyx_PyImport_AddModuleRef(name) PyImport_AddModuleRef(name)
+#else
+ static CYTHON_INLINE PyObject *__Pyx_PyImport_AddModuleRef(const char *name) {
+ PyObject *module = PyImport_AddModule(name);
+ Py_XINCREF(module);
+ return module;
+ }
+#endif
+#if PY_MAJOR_VERSION >= 3
+ #define PyIntObject PyLongObject
+ #define PyInt_Type PyLong_Type
+ #define PyInt_Check(op) PyLong_Check(op)
+ #define PyInt_CheckExact(op) PyLong_CheckExact(op)
+ #define __Pyx_Py3Int_Check(op) PyLong_Check(op)
+ #define __Pyx_Py3Int_CheckExact(op) PyLong_CheckExact(op)
+ #define PyInt_FromString PyLong_FromString
+ #define PyInt_FromUnicode PyLong_FromUnicode
+ #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_AS_LONG PyLong_AS_LONG
+ #define PyInt_AsSsize_t PyLong_AsSsize_t
+ #define PyInt_AsUnsignedLongMask PyLong_AsUnsignedLongMask
+ #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask
+ #define PyNumber_Int PyNumber_Long
+#else
+ #define __Pyx_Py3Int_Check(op) (PyLong_Check(op) || PyInt_Check(op))
+ #define __Pyx_Py3Int_CheckExact(op) (PyLong_CheckExact(op) || PyInt_CheckExact(op))
+#endif
+#if PY_MAJOR_VERSION >= 3
+ #define PyBoolObject PyLongObject
+#endif
+#if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY
+ #ifndef PyUnicode_InternFromString
+ #define PyUnicode_InternFromString(s) PyUnicode_FromString(s)
+ #endif
+#endif
+#if PY_VERSION_HEX < 0x030200A4
+ typedef long Py_hash_t;
+ #define __Pyx_PyInt_FromHash_t PyInt_FromLong
+ #define __Pyx_PyInt_AsHash_t __Pyx_PyIndex_AsHash_t
+#else
+ #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t
+ #define __Pyx_PyInt_AsHash_t __Pyx_PyIndex_AsSsize_t
+#endif
+#if CYTHON_USE_ASYNC_SLOTS
+ #if PY_VERSION_HEX >= 0x030500B1
+ #define __Pyx_PyAsyncMethodsStruct PyAsyncMethods
+ #define __Pyx_PyType_AsAsync(obj) (Py_TYPE(obj)->tp_as_async)
+ #else
+ #define __Pyx_PyType_AsAsync(obj) ((__Pyx_PyAsyncMethodsStruct*) (Py_TYPE(obj)->tp_reserved))
+ #endif
+#else
+ #define __Pyx_PyType_AsAsync(obj) NULL
+#endif
+#ifndef __Pyx_PyAsyncMethodsStruct
+ typedef struct {
+ unaryfunc am_await;
+ unaryfunc am_aiter;
+ unaryfunc am_anext;
+ } __Pyx_PyAsyncMethodsStruct;
+#endif
+
+#if defined(_WIN32) || defined(WIN32) || defined(MS_WINDOWS)
+ #if !defined(_USE_MATH_DEFINES)
+ #define _USE_MATH_DEFINES
+ #endif
+#endif
+#include <math.h>
+#ifdef NAN
+#define __PYX_NAN() ((float) NAN)
+#else
+static CYTHON_INLINE float __PYX_NAN() {
+ float value;
+ memset(&value, 0xFF, sizeof(value));
+ return value;
+}
+#endif
+#if defined(__CYGWIN__) && defined(_LDBL_EQ_DBL)
+#define __Pyx_truncl trunc
+#else
+#define __Pyx_truncl truncl
+#endif
+
+#define __PYX_MARK_ERR_POS(f_index, lineno) \
+ { __pyx_filename = __pyx_f[f_index]; (void)__pyx_filename; __pyx_lineno = lineno; (void)__pyx_lineno; __pyx_clineno = __LINE__; (void)__pyx_clineno; }
+#define __PYX_ERR(f_index, lineno, Ln_error) \
+ { __PYX_MARK_ERR_POS(f_index, lineno) goto Ln_error; }
+
+#ifdef CYTHON_EXTERN_C
+ #undef __PYX_EXTERN_C
+ #define __PYX_EXTERN_C CYTHON_EXTERN_C
+#elif defined(__PYX_EXTERN_C)
+ #ifdef _MSC_VER
+ #pragma message ("Please do not define the '__PYX_EXTERN_C' macro externally. Use 'CYTHON_EXTERN_C' instead.")
+ #else
+ #warning Please do not define the '__PYX_EXTERN_C' macro externally. Use 'CYTHON_EXTERN_C' instead.
+ #endif
+#else
+ #define __PYX_EXTERN_C extern "C++"
+#endif
+
+#define __PYX_HAVE__onlinemid__onlinemid__runningstats
+#define __PYX_HAVE_API__onlinemid__onlinemid__runningstats
+/* Early includes */
+#include <string.h>
+#include <stdio.h>
+
+ /* Using NumPy API declarations from "numpy/__init__.cython-30.pxd" */
+
+#include "numpy/arrayobject.h"
+#include "numpy/ndarrayobject.h"
+#include "numpy/ndarraytypes.h"
+#include "numpy/arrayscalars.h"
+#include "numpy/ufuncobject.h"
+#include <stdint.h>
+#include "runningstats_impl.h"
+#ifdef _OPENMP
+#include <omp.h>
+#endif /* _OPENMP */
+
+#if defined(PYREX_WITHOUT_ASSERTIONS) && !defined(CYTHON_WITHOUT_ASSERTIONS)
+#define CYTHON_WITHOUT_ASSERTIONS
+#endif
+
+typedef struct {PyObject **p; const char *s; const Py_ssize_t n; const char* encoding;
+ const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry;
+
+#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0
+#define __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 0
+#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT (PY_MAJOR_VERSION >= 3 && __PYX_DEFAULT_STRING_ENCODING_IS_UTF8)
+#define __PYX_DEFAULT_STRING_ENCODING ""
+#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString
+#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
+#define __Pyx_uchar_cast(c) ((unsigned char)c)
+#define __Pyx_long_cast(x) ((long)x)
+#define __Pyx_fits_Py_ssize_t(v, type, is_signed) (\
+ (sizeof(type) < sizeof(Py_ssize_t)) ||\
+ (sizeof(type) > sizeof(Py_ssize_t) &&\
+ likely(v < (type)PY_SSIZE_T_MAX ||\
+ v == (type)PY_SSIZE_T_MAX) &&\
+ (!is_signed || likely(v > (type)PY_SSIZE_T_MIN ||\
+ v == (type)PY_SSIZE_T_MIN))) ||\
+ (sizeof(type) == sizeof(Py_ssize_t) &&\
+ (is_signed || likely(v < (type)PY_SSIZE_T_MAX ||\
+ v == (type)PY_SSIZE_T_MAX))) )
+static CYTHON_INLINE int __Pyx_is_valid_index(Py_ssize_t i, Py_ssize_t limit) {
+ return (size_t) i < (size_t) limit;
+}
+#if defined (__cplusplus) && __cplusplus >= 201103L
+ #include <cstdlib>
+ #define __Pyx_sst_abs(value) std::abs(value)
+#elif SIZEOF_INT >= SIZEOF_SIZE_T
+ #define __Pyx_sst_abs(value) abs(value)
+#elif SIZEOF_LONG >= SIZEOF_SIZE_T
+ #define __Pyx_sst_abs(value) labs(value)
+#elif defined (_MSC_VER)
+ #define __Pyx_sst_abs(value) ((Py_ssize_t)_abs64(value))
+#elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
+ #define __Pyx_sst_abs(value) llabs(value)
+#elif defined (__GNUC__)
+ #define __Pyx_sst_abs(value) __builtin_llabs(value)
+#else
+ #define __Pyx_sst_abs(value) ((value<0) ? -value : value)
+#endif
+static CYTHON_INLINE Py_ssize_t __Pyx_ssize_strlen(const char *s);
+static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject*);
+static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length);
+static CYTHON_INLINE PyObject* __Pyx_PyByteArray_FromString(const char*);
+#define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l)
+#define __Pyx_PyBytes_FromString PyBytes_FromString
+#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize
+static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char*);
+#if PY_MAJOR_VERSION < 3
+ #define __Pyx_PyStr_FromString __Pyx_PyBytes_FromString
+ #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
+#else
+ #define __Pyx_PyStr_FromString __Pyx_PyUnicode_FromString
+ #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize
+#endif
+#define __Pyx_PyBytes_AsWritableString(s) ((char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsWritableSString(s) ((signed char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsWritableUString(s) ((unsigned char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsString(s) ((const char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsSString(s) ((const signed char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsUString(s) ((const unsigned char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyObject_AsWritableString(s) ((char*)(__pyx_uintptr_t) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_AsWritableSString(s) ((signed char*)(__pyx_uintptr_t) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_AsWritableUString(s) ((unsigned char*)(__pyx_uintptr_t) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_AsSString(s) ((const signed char*) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_AsUString(s) ((const unsigned char*) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_FromCString(s) __Pyx_PyObject_FromString((const char*)s)
+#define __Pyx_PyBytes_FromCString(s) __Pyx_PyBytes_FromString((const char*)s)
+#define __Pyx_PyByteArray_FromCString(s) __Pyx_PyByteArray_FromString((const char*)s)
+#define __Pyx_PyStr_FromCString(s) __Pyx_PyStr_FromString((const char*)s)
+#define __Pyx_PyUnicode_FromCString(s) __Pyx_PyUnicode_FromString((const char*)s)
+#define __Pyx_PyUnicode_FromOrdinal(o) PyUnicode_FromOrdinal((int)o)
+#define __Pyx_PyUnicode_AsUnicode PyUnicode_AsUnicode
+#define __Pyx_NewRef(obj) (Py_INCREF(obj), obj)
+#define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None)
+static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b);
+static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
+static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject*);
+static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x);
+#define __Pyx_PySequence_Tuple(obj)\
+ (likely(PyTuple_CheckExact(obj)) ? __Pyx_NewRef(obj) : PySequence_Tuple(obj))
+static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
+static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
+static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject*);
+#if CYTHON_ASSUME_SAFE_MACROS
+#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))
+#else
+#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x)
+#endif
+#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x))
+#if PY_MAJOR_VERSION >= 3
+#define __Pyx_PyNumber_Int(x) (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x))
+#else
+#define __Pyx_PyNumber_Int(x) (PyInt_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Int(x))
+#endif
+#if CYTHON_USE_PYLONG_INTERNALS
+ #if PY_VERSION_HEX >= 0x030C00A7
+ #ifndef _PyLong_SIGN_MASK
+ #define _PyLong_SIGN_MASK 3
+ #endif
+ #ifndef _PyLong_NON_SIZE_BITS
+ #define _PyLong_NON_SIZE_BITS 3
+ #endif
+ #define __Pyx_PyLong_Sign(x) (((PyLongObject*)x)->long_value.lv_tag & _PyLong_SIGN_MASK)
+ #define __Pyx_PyLong_IsNeg(x) ((__Pyx_PyLong_Sign(x) & 2) != 0)
+ #define __Pyx_PyLong_IsNonNeg(x) (!__Pyx_PyLong_IsNeg(x))
+ #define __Pyx_PyLong_IsZero(x) (__Pyx_PyLong_Sign(x) & 1)
+ #define __Pyx_PyLong_IsPos(x) (__Pyx_PyLong_Sign(x) == 0)
+ #define __Pyx_PyLong_CompactValueUnsigned(x) (__Pyx_PyLong_Digits(x)[0])
+ #define __Pyx_PyLong_DigitCount(x) ((Py_ssize_t) (((PyLongObject*)x)->long_value.lv_tag >> _PyLong_NON_SIZE_BITS))
+ #define __Pyx_PyLong_SignedDigitCount(x)\
+ ((1 - (Py_ssize_t) __Pyx_PyLong_Sign(x)) * __Pyx_PyLong_DigitCount(x))
+ #if defined(PyUnstable_Long_IsCompact) && defined(PyUnstable_Long_CompactValue)
+ #define __Pyx_PyLong_IsCompact(x) PyUnstable_Long_IsCompact((PyLongObject*) x)
+ #define __Pyx_PyLong_CompactValue(x) PyUnstable_Long_CompactValue((PyLongObject*) x)
+ #else
+ #define __Pyx_PyLong_IsCompact(x) (((PyLongObject*)x)->long_value.lv_tag < (2 << _PyLong_NON_SIZE_BITS))
+ #define __Pyx_PyLong_CompactValue(x) ((1 - (Py_ssize_t) __Pyx_PyLong_Sign(x)) * (Py_ssize_t) __Pyx_PyLong_Digits(x)[0])
+ #endif
+ typedef Py_ssize_t __Pyx_compact_pylong;
+ typedef size_t __Pyx_compact_upylong;
+ #else
+ #define __Pyx_PyLong_IsNeg(x) (Py_SIZE(x) < 0)
+ #define __Pyx_PyLong_IsNonNeg(x) (Py_SIZE(x) >= 0)
+ #define __Pyx_PyLong_IsZero(x) (Py_SIZE(x) == 0)
+ #define __Pyx_PyLong_IsPos(x) (Py_SIZE(x) > 0)
+ #define __Pyx_PyLong_CompactValueUnsigned(x) ((Py_SIZE(x) == 0) ? 0 : __Pyx_PyLong_Digits(x)[0])
+ #define __Pyx_PyLong_DigitCount(x) __Pyx_sst_abs(Py_SIZE(x))
+ #define __Pyx_PyLong_SignedDigitCount(x) Py_SIZE(x)
+ #define __Pyx_PyLong_IsCompact(x) (Py_SIZE(x) == 0 || Py_SIZE(x) == 1 || Py_SIZE(x) == -1)
+ #define __Pyx_PyLong_CompactValue(x)\
+ ((Py_SIZE(x) == 0) ? (sdigit) 0 : ((Py_SIZE(x) < 0) ? -(sdigit)__Pyx_PyLong_Digits(x)[0] : (sdigit)__Pyx_PyLong_Digits(x)[0]))
+ typedef sdigit __Pyx_compact_pylong;
+ typedef digit __Pyx_compact_upylong;
+ #endif
+ #if PY_VERSION_HEX >= 0x030C00A5
+ #define __Pyx_PyLong_Digits(x) (((PyLongObject*)x)->long_value.ob_digit)
+ #else
+ #define __Pyx_PyLong_Digits(x) (((PyLongObject*)x)->ob_digit)
+ #endif
+#endif
+#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
+#include <string.h>
+static int __Pyx_sys_getdefaultencoding_not_ascii;
+static int __Pyx_init_sys_getdefaultencoding_params(void) {
+ PyObject* sys;
+ PyObject* default_encoding = NULL;
+ PyObject* ascii_chars_u = NULL;
+ PyObject* ascii_chars_b = NULL;
+ const char* default_encoding_c;
+ sys = PyImport_ImportModule("sys");
+ if (!sys) goto bad;
+ default_encoding = PyObject_CallMethod(sys, (char*) "getdefaultencoding", NULL);
+ Py_DECREF(sys);
+ if (!default_encoding) goto bad;
+ default_encoding_c = PyBytes_AsString(default_encoding);
+ if (!default_encoding_c) goto bad;
+ if (strcmp(default_encoding_c, "ascii") == 0) {
+ __Pyx_sys_getdefaultencoding_not_ascii = 0;
+ } else {
+ char ascii_chars[128];
+ int c;
+ for (c = 0; c < 128; c++) {
+ ascii_chars[c] = (char) c;
+ }
+ __Pyx_sys_getdefaultencoding_not_ascii = 1;
+ ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL);
+ if (!ascii_chars_u) goto bad;
+ ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL);
+ if (!ascii_chars_b || !PyBytes_Check(ascii_chars_b) || memcmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) {
+ PyErr_Format(
+ PyExc_ValueError,
+ "This module compiled with c_string_encoding=ascii, but default encoding '%.200s' is not a superset of ascii.",
+ default_encoding_c);
+ goto bad;
+ }
+ Py_DECREF(ascii_chars_u);
+ Py_DECREF(ascii_chars_b);
+ }
+ Py_DECREF(default_encoding);
+ return 0;
+bad:
+ Py_XDECREF(default_encoding);
+ Py_XDECREF(ascii_chars_u);
+ Py_XDECREF(ascii_chars_b);
+ return -1;
+}
+#endif
+#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3
+#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL)
+#else
+#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL)
+#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
+#include <string.h>
+static char* __PYX_DEFAULT_STRING_ENCODING;
+static int __Pyx_init_sys_getdefaultencoding_params(void) {
+ PyObject* sys;
+ PyObject* default_encoding = NULL;
+ char* default_encoding_c;
+ sys = PyImport_ImportModule("sys");
+ if (!sys) goto bad;
+ default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL);
+ Py_DECREF(sys);
+ if (!default_encoding) goto bad;
+ default_encoding_c = PyBytes_AsString(default_encoding);
+ if (!default_encoding_c) goto bad;
+ __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c) + 1);
+ if (!__PYX_DEFAULT_STRING_ENCODING) goto bad;
+ strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c);
+ Py_DECREF(default_encoding);
+ return 0;
+bad:
+ Py_XDECREF(default_encoding);
+ return -1;
+}
+#endif
+#endif
+
+
+/* Test for GCC > 2.95 */
+#if defined(__GNUC__) && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)))
+ #define likely(x) __builtin_expect(!!(x), 1)
+ #define unlikely(x) __builtin_expect(!!(x), 0)
+#else /* !__GNUC__ or GCC < 2.95 */
+ #define likely(x) (x)
+ #define unlikely(x) (x)
+#endif /* __GNUC__ */
+static CYTHON_INLINE void __Pyx_pretend_to_initialize(void* ptr) { (void)ptr; }
+
+#if !CYTHON_USE_MODULE_STATE
+static PyObject *__pyx_m = NULL;
+#endif
+static int __pyx_lineno;
+static int __pyx_clineno = 0;
+static const char * __pyx_cfilenm = __FILE__;
+static const char *__pyx_filename;
+
+/* Header.proto */
+#if !defined(CYTHON_CCOMPLEX)
+ #if defined(__cplusplus)
+ #define CYTHON_CCOMPLEX 1
+ #elif (defined(_Complex_I) && !defined(_MSC_VER)) || ((defined (__STDC_VERSION__) && __STDC_VERSION__ >= 201112L) && !defined(__STDC_NO_COMPLEX__) && !defined(_MSC_VER))
+ #define CYTHON_CCOMPLEX 1
+ #else
+ #define CYTHON_CCOMPLEX 0
+ #endif
+#endif
+#if CYTHON_CCOMPLEX
+ #ifdef __cplusplus
+ #include <complex>
+ #else
+ #include <complex.h>
+ #endif
+#endif
+#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__)
+ #undef _Complex_I
+ #define _Complex_I 1.0fj
+#endif
+
+/* #### Code section: filename_table ### */
+
+static const char *__pyx_f[] = {
+ "__init__.cython-30.pxd",
+ "src/onlinemid/runningstats/runningstats.pyx",
+ "type.pxd",
+};
+/* #### Code section: utility_code_proto_before_types ### */
+/* ForceInitThreads.proto */
+#ifndef __PYX_FORCE_INIT_THREADS
+ #define __PYX_FORCE_INIT_THREADS 0
+#endif
+
+/* BufferFormatStructs.proto */
+struct __Pyx_StructField_;
+#define __PYX_BUF_FLAGS_PACKED_STRUCT (1 << 0)
+typedef struct {
+ const char* name;
+ struct __Pyx_StructField_* fields;
+ size_t size;
+ size_t arraysize[8];
+ int ndim;
+ char typegroup;
+ char is_unsigned;
+ int flags;
+} __Pyx_TypeInfo;
+typedef struct __Pyx_StructField_ {
+ __Pyx_TypeInfo* type;
+ const char* name;
+ size_t offset;
+} __Pyx_StructField;
+typedef struct {
+ __Pyx_StructField* field;
+ size_t parent_offset;
+} __Pyx_BufFmt_StackElem;
+typedef struct {
+ __Pyx_StructField root;
+ __Pyx_BufFmt_StackElem* head;
+ size_t fmt_offset;
+ size_t new_count, enc_count;
+ size_t struct_alignment;
+ int is_complex;
+ char enc_type;
+ char new_packmode;
+ char enc_packmode;
+ char is_valid_array;
+} __Pyx_BufFmt_Context;
+
+/* #### Code section: numeric_typedefs ### */
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":770
+ * # 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
+ */
+typedef npy_int8 __pyx_t_5numpy_int8_t;
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":771
+ *
+ * ctypedef npy_int8 int8_t
+ * ctypedef npy_int16 int16_t # <<<<<<<<<<<<<<
+ * ctypedef npy_int32 int32_t
+ * ctypedef npy_int64 int64_t
+ */
+typedef npy_int16 __pyx_t_5numpy_int16_t;
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":772
+ * 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
+ */
+typedef npy_int32 __pyx_t_5numpy_int32_t;
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":773
+ * 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
+ */
+typedef npy_int64 __pyx_t_5numpy_int64_t;
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":777
+ * #ctypedef npy_int128 int128_t
+ *
+ * ctypedef npy_uint8 uint8_t # <<<<<<<<<<<<<<
+ * ctypedef npy_uint16 uint16_t
+ * ctypedef npy_uint32 uint32_t
+ */
+typedef npy_uint8 __pyx_t_5numpy_uint8_t;
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":778
+ *
+ * ctypedef npy_uint8 uint8_t
+ * ctypedef npy_uint16 uint16_t # <<<<<<<<<<<<<<
+ * ctypedef npy_uint32 uint32_t
+ * ctypedef npy_uint64 uint64_t
+ */
+typedef npy_uint16 __pyx_t_5numpy_uint16_t;
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":779
+ * 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
+ */
+typedef npy_uint32 __pyx_t_5numpy_uint32_t;
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":780
+ * 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
+ */
+typedef npy_uint64 __pyx_t_5numpy_uint64_t;
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":784
+ * #ctypedef npy_uint128 uint128_t
+ *
+ * ctypedef npy_float32 float32_t # <<<<<<<<<<<<<<
+ * ctypedef npy_float64 float64_t
+ * #ctypedef npy_float80 float80_t
+ */
+typedef npy_float32 __pyx_t_5numpy_float32_t;
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":785
+ *
+ * ctypedef npy_float32 float32_t
+ * ctypedef npy_float64 float64_t # <<<<<<<<<<<<<<
+ * #ctypedef npy_float80 float80_t
+ * #ctypedef npy_float128 float128_t
+ */
+typedef npy_float64 __pyx_t_5numpy_float64_t;
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":792
+ * ctypedef double complex complex128_t
+ *
+ * ctypedef npy_longlong longlong_t # <<<<<<<<<<<<<<
+ * ctypedef npy_ulonglong ulonglong_t
+ *
+ */
+typedef npy_longlong __pyx_t_5numpy_longlong_t;
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":793
+ *
+ * ctypedef npy_longlong longlong_t
+ * ctypedef npy_ulonglong ulonglong_t # <<<<<<<<<<<<<<
+ *
+ * ctypedef npy_intp intp_t
+ */
+typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t;
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":795
+ * ctypedef npy_ulonglong ulonglong_t
+ *
+ * ctypedef npy_intp intp_t # <<<<<<<<<<<<<<
+ * ctypedef npy_uintp uintp_t
+ *
+ */
+typedef npy_intp __pyx_t_5numpy_intp_t;
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":796
+ *
+ * ctypedef npy_intp intp_t
+ * ctypedef npy_uintp uintp_t # <<<<<<<<<<<<<<
+ *
+ * ctypedef npy_double float_t
+ */
+typedef npy_uintp __pyx_t_5numpy_uintp_t;
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":798
+ * ctypedef npy_uintp uintp_t
+ *
+ * ctypedef npy_double float_t # <<<<<<<<<<<<<<
+ * ctypedef npy_double double_t
+ * ctypedef npy_longdouble longdouble_t
+ */
+typedef npy_double __pyx_t_5numpy_float_t;
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":799
+ *
+ * ctypedef npy_double float_t
+ * ctypedef npy_double double_t # <<<<<<<<<<<<<<
+ * ctypedef npy_longdouble longdouble_t
+ *
+ */
+typedef npy_double __pyx_t_5numpy_double_t;
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":800
+ * ctypedef npy_double float_t
+ * ctypedef npy_double double_t
+ * ctypedef npy_longdouble longdouble_t # <<<<<<<<<<<<<<
+ *
+ * ctypedef float complex cfloat_t
+ */
+typedef npy_longdouble __pyx_t_5numpy_longdouble_t;
+/* #### Code section: complex_type_declarations ### */
+/* Declarations.proto */
+#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
+ #ifdef __cplusplus
+ typedef ::std::complex< float > __pyx_t_float_complex;
+ #else
+ typedef float _Complex __pyx_t_float_complex;
+ #endif
+#else
+ typedef struct { float real, imag; } __pyx_t_float_complex;
+#endif
+static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float);
+
+/* Declarations.proto */
+#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
+ #ifdef __cplusplus
+ typedef ::std::complex< double > __pyx_t_double_complex;
+ #else
+ typedef double _Complex __pyx_t_double_complex;
+ #endif
+#else
+ typedef struct { double real, imag; } __pyx_t_double_complex;
+#endif
+static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double);
+
+/* Declarations.proto */
+#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
+ #ifdef __cplusplus
+ typedef ::std::complex< long double > __pyx_t_long_double_complex;
+ #else
+ typedef long double _Complex __pyx_t_long_double_complex;
+ #endif
+#else
+ typedef struct { long double real, imag; } __pyx_t_long_double_complex;
+#endif
+static CYTHON_INLINE __pyx_t_long_double_complex __pyx_t_long_double_complex_from_parts(long double, long double);
+
+/* #### Code section: type_declarations ### */
+
+/*--- Type declarations ---*/
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":1096
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+ * ctypedef int (*NpyIter_IterNextFunc)(NpyIter* it) noexcept nogil # <<<<<<<<<<<<<<
+ * ctypedef void (*NpyIter_GetMultiIndexFunc)(NpyIter* it, npy_intp* outcoords) noexcept nogil
+ *
+ */
+typedef int (*__pyx_t_5numpy_NpyIter_IterNextFunc)(NpyIter *);
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":1097
+ * # Iterator API added in v1.6
+ * ctypedef int (*NpyIter_IterNextFunc)(NpyIter* it) noexcept nogil
+ * ctypedef void (*NpyIter_GetMultiIndexFunc)(NpyIter* it, npy_intp* outcoords) noexcept nogil # <<<<<<<<<<<<<<
+ *
+ * cdef extern from "numpy/arrayobject.h":
+ */
+typedef void (*__pyx_t_5numpy_NpyIter_GetMultiIndexFunc)(NpyIter *, npy_intp *);
+/* #### Code section: utility_code_proto ### */
+
+/* --- Runtime support code (head) --- */
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+ #define __Pyx_GOTREF(r) __Pyx_RefNanny->GOTREF(__pyx_refnanny, (PyObject *)(r), (__LINE__))
+ #define __Pyx_GIVEREF(r) __Pyx_RefNanny->GIVEREF(__pyx_refnanny, (PyObject *)(r), (__LINE__))
+ #define __Pyx_XINCREF(r) do { if((r) == NULL); else {__Pyx_INCREF(r); }} while(0)
+ #define __Pyx_XDECREF(r) do { if((r) == NULL); else {__Pyx_DECREF(r); }} while(0)
+ #define __Pyx_XGOTREF(r) do { if((r) == NULL); else {__Pyx_GOTREF(r); }} while(0)
+ #define __Pyx_XGIVEREF(r) do { if((r) == NULL); else {__Pyx_GIVEREF(r);}} while(0)
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+ #define __Pyx_RefNannyDeclarations
+ #define __Pyx_RefNannySetupContext(name, acquire_gil)
+ #define __Pyx_RefNannyFinishContextNogil()
+ #define __Pyx_RefNannyFinishContext()
+ #define __Pyx_INCREF(r) Py_INCREF(r)
+ #define __Pyx_DECREF(r) Py_DECREF(r)
+ #define __Pyx_GOTREF(r)
+ #define __Pyx_GIVEREF(r)
+ #define __Pyx_XINCREF(r) Py_XINCREF(r)
+ #define __Pyx_XDECREF(r) Py_XDECREF(r)
+ #define __Pyx_XGOTREF(r)
+ #define __Pyx_XGIVEREF(r)
+#endif
+#define __Pyx_Py_XDECREF_SET(r, v) do {\
+ PyObject *tmp = (PyObject *) r;\
+ r = v; Py_XDECREF(tmp);\
+ } while (0)
+#define __Pyx_XDECREF_SET(r, v) do {\
+ PyObject *tmp = (PyObject *) r;\
+ r = v; __Pyx_XDECREF(tmp);\
+ } while (0)
+#define __Pyx_DECREF_SET(r, v) do {\
+ PyObject *tmp = (PyObject *) r;\
+ r = v; __Pyx_DECREF(tmp);\
+ } while (0)
+#define __Pyx_CLEAR(r) do { PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);} while(0)
+#define __Pyx_XCLEAR(r) do { if((r) != NULL) {PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);}} while(0)
+
+/* PyErrExceptionMatches.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_PyErr_ExceptionMatches(err) __Pyx_PyErr_ExceptionMatchesInState(__pyx_tstate, err)
+static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err);
+#else
+#define __Pyx_PyErr_ExceptionMatches(err) PyErr_ExceptionMatches(err)
+#endif
+
+/* PyThreadStateGet.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_PyThreadState_declare PyThreadState *__pyx_tstate;
+#define __Pyx_PyThreadState_assign __pyx_tstate = __Pyx_PyThreadState_Current;
+#if PY_VERSION_HEX >= 0x030C00A6
+#define __Pyx_PyErr_Occurred() (__pyx_tstate->current_exception != NULL)
+#define __Pyx_PyErr_CurrentExceptionType() (__pyx_tstate->current_exception ? (PyObject*) Py_TYPE(__pyx_tstate->current_exception) : (PyObject*) NULL)
+#else
+#define __Pyx_PyErr_Occurred() (__pyx_tstate->curexc_type != NULL)
+#define __Pyx_PyErr_CurrentExceptionType() (__pyx_tstate->curexc_type)
+#endif
+#else
+#define __Pyx_PyThreadState_declare
+#define __Pyx_PyThreadState_assign
+#define __Pyx_PyErr_Occurred() (PyErr_Occurred() != NULL)
+#define __Pyx_PyErr_CurrentExceptionType() PyErr_Occurred()
+#endif
+
+/* PyErrFetchRestore.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_PyErr_Clear() __Pyx_ErrRestore(NULL, NULL, NULL)
+#define __Pyx_ErrRestoreWithState(type, value, tb) __Pyx_ErrRestoreInState(PyThreadState_GET(), type, value, tb)
+#define __Pyx_ErrFetchWithState(type, value, tb) __Pyx_ErrFetchInState(PyThreadState_GET(), type, value, tb)
+#define __Pyx_ErrRestore(type, value, tb) __Pyx_ErrRestoreInState(__pyx_tstate, type, value, tb)
+#define __Pyx_ErrFetch(type, value, tb) __Pyx_ErrFetchInState(__pyx_tstate, type, value, tb)
+static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb);
+static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A6
+#define __Pyx_PyErr_SetNone(exc) (Py_INCREF(exc), __Pyx_ErrRestore((exc), NULL, NULL))
+#else
+#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
+#endif
+#else
+#define __Pyx_PyErr_Clear() PyErr_Clear()
+#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
+#define __Pyx_ErrRestoreWithState(type, value, tb) PyErr_Restore(type, value, tb)
+#define __Pyx_ErrFetchWithState(type, value, tb) PyErr_Fetch(type, value, tb)
+#define __Pyx_ErrRestoreInState(tstate, type, value, tb) PyErr_Restore(type, value, tb)
+#define __Pyx_ErrFetchInState(tstate, type, value, tb) PyErr_Fetch(type, value, tb)
+#define __Pyx_ErrRestore(type, value, tb) PyErr_Restore(type, value, tb)
+#define __Pyx_ErrFetch(type, value, tb) PyErr_Fetch(type, value, tb)
+#endif
+
+/* PyObjectGetAttrStr.proto */
+#if CYTHON_USE_TYPE_SLOTS
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name);
+#else
+#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n)
+#endif
+
+/* PyObjectGetAttrStrNoError.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name);
+
+/* GetBuiltinName.proto */
+static PyObject *__Pyx_GetBuiltinName(PyObject *name);
+
+/* GetTopmostException.proto */
+#if CYTHON_USE_EXC_INFO_STACK && CYTHON_FAST_THREAD_STATE
+static _PyErr_StackItem * __Pyx_PyErr_GetTopmostException(PyThreadState *tstate);
+#endif
+
+/* SaveResetException.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_ExceptionSave(type, value, tb) __Pyx__ExceptionSave(__pyx_tstate, type, value, tb)
+static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
+#define __Pyx_ExceptionReset(type, value, tb) __Pyx__ExceptionReset(__pyx_tstate, type, value, tb)
+static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb);
+#else
+#define __Pyx_ExceptionSave(type, value, tb) PyErr_GetExcInfo(type, value, tb)
+#define __Pyx_ExceptionReset(type, value, tb) PyErr_SetExcInfo(type, value, tb)
+#endif
+
+/* GetException.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_GetException(type, value, tb) __Pyx__GetException(__pyx_tstate, type, value, tb)
+static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
+#else
+static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb);
+#endif
+
+/* PyObjectCall.proto */
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw);
+#else
+#define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw)
+#endif
+
+/* RaiseException.proto */
+static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause);
+
+/* IsLittleEndian.proto */
+static CYTHON_INLINE int __Pyx_Is_Little_Endian(void);
+
+/* BufferFormatCheck.proto */
+static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts);
+static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx,
+ __Pyx_BufFmt_StackElem* stack,
+ __Pyx_TypeInfo* type);
+
+/* BufferGetAndValidate.proto */
+#define __Pyx_GetBufferAndValidate(buf, obj, dtype, flags, nd, cast, stack)\
+ ((obj == Py_None || obj == NULL) ?\
+ (__Pyx_ZeroBuffer(buf), 0) :\
+ __Pyx__GetBufferAndValidate(buf, obj, dtype, flags, nd, cast, stack))
+static int __Pyx__GetBufferAndValidate(Py_buffer* buf, PyObject* obj,
+ __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack);
+static void __Pyx_ZeroBuffer(Py_buffer* buf);
+static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info);
+static Py_ssize_t __Pyx_minusones[] = { -1, -1, -1, -1, -1, -1, -1, -1 };
+static Py_ssize_t __Pyx_zeros[] = { 0, 0, 0, 0, 0, 0, 0, 0 };
+
+/* BufferIndexError.proto */
+static void __Pyx_RaiseBufferIndexError(int axis);
+
+#define __Pyx_BufPtrStrided1d(type, buf, i0, s0) (type)((char*)buf + i0 * s0)
+/* TupleAndListFromArray.proto */
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE PyObject* __Pyx_PyList_FromArray(PyObject *const *src, Py_ssize_t n);
+static CYTHON_INLINE PyObject* __Pyx_PyTuple_FromArray(PyObject *const *src, Py_ssize_t n);
+#endif
+
+/* IncludeStringH.proto */
+#include <string.h>
+
+/* BytesEquals.proto */
+static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals);
+
+/* UnicodeEquals.proto */
+static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals);
+
+/* fastcall.proto */
+#if CYTHON_AVOID_BORROWED_REFS
+ #define __Pyx_Arg_VARARGS(args, i) PySequence_GetItem(args, i)
+#elif CYTHON_ASSUME_SAFE_MACROS
+ #define __Pyx_Arg_VARARGS(args, i) PyTuple_GET_ITEM(args, i)
+#else
+ #define __Pyx_Arg_VARARGS(args, i) PyTuple_GetItem(args, i)
+#endif
+#if CYTHON_AVOID_BORROWED_REFS
+ #define __Pyx_Arg_NewRef_VARARGS(arg) __Pyx_NewRef(arg)
+ #define __Pyx_Arg_XDECREF_VARARGS(arg) Py_XDECREF(arg)
+#else
+ #define __Pyx_Arg_NewRef_VARARGS(arg) arg
+ #define __Pyx_Arg_XDECREF_VARARGS(arg)
+#endif
+#define __Pyx_NumKwargs_VARARGS(kwds) PyDict_Size(kwds)
+#define __Pyx_KwValues_VARARGS(args, nargs) NULL
+#define __Pyx_GetKwValue_VARARGS(kw, kwvalues, s) __Pyx_PyDict_GetItemStrWithError(kw, s)
+#define __Pyx_KwargsAsDict_VARARGS(kw, kwvalues) PyDict_Copy(kw)
+#if CYTHON_METH_FASTCALL
+ #define __Pyx_Arg_FASTCALL(args, i) args[i]
+ #define __Pyx_NumKwargs_FASTCALL(kwds) PyTuple_GET_SIZE(kwds)
+ #define __Pyx_KwValues_FASTCALL(args, nargs) ((args) + (nargs))
+ static CYTHON_INLINE PyObject * __Pyx_GetKwValue_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues, PyObject *s);
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030d0000
+ CYTHON_UNUSED static PyObject *__Pyx_KwargsAsDict_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues);
+ #else
+ #define __Pyx_KwargsAsDict_FASTCALL(kw, kwvalues) _PyStack_AsDict(kwvalues, kw)
+ #endif
+ #define __Pyx_Arg_NewRef_FASTCALL(arg) arg /* no-op, __Pyx_Arg_FASTCALL is direct and this needs
+ to have the same reference counting */
+ #define __Pyx_Arg_XDECREF_FASTCALL(arg)
+#else
+ #define __Pyx_Arg_FASTCALL __Pyx_Arg_VARARGS
+ #define __Pyx_NumKwargs_FASTCALL __Pyx_NumKwargs_VARARGS
+ #define __Pyx_KwValues_FASTCALL __Pyx_KwValues_VARARGS
+ #define __Pyx_GetKwValue_FASTCALL __Pyx_GetKwValue_VARARGS
+ #define __Pyx_KwargsAsDict_FASTCALL __Pyx_KwargsAsDict_VARARGS
+ #define __Pyx_Arg_NewRef_FASTCALL(arg) __Pyx_Arg_NewRef_VARARGS(arg)
+ #define __Pyx_Arg_XDECREF_FASTCALL(arg) __Pyx_Arg_XDECREF_VARARGS(arg)
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON && CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+#define __Pyx_ArgsSlice_VARARGS(args, start, stop) __Pyx_PyTuple_FromArray(&__Pyx_Arg_VARARGS(args, start), stop - start)
+#define __Pyx_ArgsSlice_FASTCALL(args, start, stop) __Pyx_PyTuple_FromArray(&__Pyx_Arg_FASTCALL(args, start), stop - start)
+#else
+#define __Pyx_ArgsSlice_VARARGS(args, start, stop) PyTuple_GetSlice(args, start, stop)
+#define __Pyx_ArgsSlice_FASTCALL(args, start, stop) PyTuple_GetSlice(args, start, stop)
+#endif
+
+/* RaiseArgTupleInvalid.proto */
+static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact,
+ Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found);
+
+/* RaiseDoubleKeywords.proto */
+static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name);
+
+/* ParseKeywords.proto */
+static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject *const *kwvalues,
+ PyObject **argnames[],
+ PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args,
+ const char* function_name);
+
+/* ArgTypeTest.proto */
+#define __Pyx_ArgTypeTest(obj, type, none_allowed, name, exact)\
+ ((likely(__Pyx_IS_TYPE(obj, type) | (none_allowed && (obj == Py_None)))) ? 1 :\
+ __Pyx__ArgTypeTest(obj, type, name, exact))
+static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact);
+
+#define __Pyx_BufPtrStrided2d(type, buf, i0, s0, i1, s1) (type)((char*)buf + i0 * s0 + i1 * s1)
+/* TypeImport.proto */
+#ifndef __PYX_HAVE_RT_ImportType_proto_3_0_11
+#define __PYX_HAVE_RT_ImportType_proto_3_0_11
+#if defined (__STDC_VERSION__) && __STDC_VERSION__ >= 201112L
+#include <stdalign.h>
+#endif
+#if (defined (__STDC_VERSION__) && __STDC_VERSION__ >= 201112L) || __cplusplus >= 201103L
+#define __PYX_GET_STRUCT_ALIGNMENT_3_0_11(s) alignof(s)
+#else
+#define __PYX_GET_STRUCT_ALIGNMENT_3_0_11(s) sizeof(void*)
+#endif
+enum __Pyx_ImportType_CheckSize_3_0_11 {
+ __Pyx_ImportType_CheckSize_Error_3_0_11 = 0,
+ __Pyx_ImportType_CheckSize_Warn_3_0_11 = 1,
+ __Pyx_ImportType_CheckSize_Ignore_3_0_11 = 2
+};
+static PyTypeObject *__Pyx_ImportType_3_0_11(PyObject* module, const char *module_name, const char *class_name, size_t size, size_t alignment, enum __Pyx_ImportType_CheckSize_3_0_11 check_size);
+#endif
+
+/* Import.proto */
+static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level);
+
+/* ImportDottedModule.proto */
+static PyObject *__Pyx_ImportDottedModule(PyObject *name, PyObject *parts_tuple);
+#if PY_MAJOR_VERSION >= 3
+static PyObject *__Pyx_ImportDottedModule_WalkParts(PyObject *module, PyObject *name, PyObject *parts_tuple);
+#endif
+
+/* IncludeStructmemberH.proto */
+#include <structmember.h>
+
+/* FixUpExtensionType.proto */
+#if CYTHON_USE_TYPE_SPECS
+static int __Pyx_fix_up_extension_type_from_spec(PyType_Spec *spec, PyTypeObject *type);
+#endif
+
+/* FetchSharedCythonModule.proto */
+static PyObject *__Pyx_FetchSharedCythonABIModule(void);
+
+/* FetchCommonType.proto */
+#if !CYTHON_USE_TYPE_SPECS
+static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type);
+#else
+static PyTypeObject* __Pyx_FetchCommonTypeFromSpec(PyObject *module, PyType_Spec *spec, PyObject *bases);
+#endif
+
+/* PyMethodNew.proto */
+#if CYTHON_COMPILING_IN_LIMITED_API
+static PyObject *__Pyx_PyMethod_New(PyObject *func, PyObject *self, PyObject *typ) {
+ PyObject *typesModule=NULL, *methodType=NULL, *result=NULL;
+ CYTHON_UNUSED_VAR(typ);
+ if (!self)
+ return __Pyx_NewRef(func);
+ typesModule = PyImport_ImportModule("types");
+ if (!typesModule) return NULL;
+ methodType = PyObject_GetAttrString(typesModule, "MethodType");
+ Py_DECREF(typesModule);
+ if (!methodType) return NULL;
+ result = PyObject_CallFunctionObjArgs(methodType, func, self, NULL);
+ Py_DECREF(methodType);
+ return result;
+}
+#elif PY_MAJOR_VERSION >= 3
+static PyObject *__Pyx_PyMethod_New(PyObject *func, PyObject *self, PyObject *typ) {
+ CYTHON_UNUSED_VAR(typ);
+ if (!self)
+ return __Pyx_NewRef(func);
+ return PyMethod_New(func, self);
+}
+#else
+ #define __Pyx_PyMethod_New PyMethod_New
+#endif
+
+/* PyVectorcallFastCallDict.proto */
+#if CYTHON_METH_FASTCALL
+static CYTHON_INLINE PyObject *__Pyx_PyVectorcall_FastCallDict(PyObject *func, __pyx_vectorcallfunc vc, PyObject *const *args, size_t nargs, PyObject *kw);
+#endif
+
+/* CythonFunctionShared.proto */
+#define __Pyx_CyFunction_USED
+#define __Pyx_CYFUNCTION_STATICMETHOD 0x01
+#define __Pyx_CYFUNCTION_CLASSMETHOD 0x02
+#define __Pyx_CYFUNCTION_CCLASS 0x04
+#define __Pyx_CYFUNCTION_COROUTINE 0x08
+#define __Pyx_CyFunction_GetClosure(f)\
+ (((__pyx_CyFunctionObject *) (f))->func_closure)
+#if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API
+ #define __Pyx_CyFunction_GetClassObj(f)\
+ (((__pyx_CyFunctionObject *) (f))->func_classobj)
+#else
+ #define __Pyx_CyFunction_GetClassObj(f)\
+ ((PyObject*) ((PyCMethodObject *) (f))->mm_class)
+#endif
+#define __Pyx_CyFunction_SetClassObj(f, classobj)\
+ __Pyx__CyFunction_SetClassObj((__pyx_CyFunctionObject *) (f), (classobj))
+#define __Pyx_CyFunction_Defaults(type, f)\
+ ((type *)(((__pyx_CyFunctionObject *) (f))->defaults))
+#define __Pyx_CyFunction_SetDefaultsGetter(f, g)\
+ ((__pyx_CyFunctionObject *) (f))->defaults_getter = (g)
+typedef struct {
+#if CYTHON_COMPILING_IN_LIMITED_API
+ PyObject_HEAD
+ PyObject *func;
+#elif PY_VERSION_HEX < 0x030900B1
+ PyCFunctionObject func;
+#else
+ PyCMethodObject func;
+#endif
+#if CYTHON_BACKPORT_VECTORCALL
+ __pyx_vectorcallfunc func_vectorcall;
+#endif
+#if PY_VERSION_HEX < 0x030500A0 || CYTHON_COMPILING_IN_LIMITED_API
+ PyObject *func_weakreflist;
+#endif
+ PyObject *func_dict;
+ PyObject *func_name;
+ PyObject *func_qualname;
+ PyObject *func_doc;
+ PyObject *func_globals;
+ PyObject *func_code;
+ PyObject *func_closure;
+#if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API
+ PyObject *func_classobj;
+#endif
+ void *defaults;
+ int defaults_pyobjects;
+ size_t defaults_size;
+ int flags;
+ PyObject *defaults_tuple;
+ PyObject *defaults_kwdict;
+ PyObject *(*defaults_getter)(PyObject *);
+ PyObject *func_annotations;
+ PyObject *func_is_coroutine;
+} __pyx_CyFunctionObject;
+#undef __Pyx_CyOrPyCFunction_Check
+#define __Pyx_CyFunction_Check(obj) __Pyx_TypeCheck(obj, __pyx_CyFunctionType)
+#define __Pyx_CyOrPyCFunction_Check(obj) __Pyx_TypeCheck2(obj, __pyx_CyFunctionType, &PyCFunction_Type)
+#define __Pyx_CyFunction_CheckExact(obj) __Pyx_IS_TYPE(obj, __pyx_CyFunctionType)
+static CYTHON_INLINE int __Pyx__IsSameCyOrCFunction(PyObject *func, void *cfunc);
+#undef __Pyx_IsSameCFunction
+#define __Pyx_IsSameCFunction(func, cfunc) __Pyx__IsSameCyOrCFunction(func, cfunc)
+static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject* op, PyMethodDef *ml,
+ int flags, PyObject* qualname,
+ PyObject *closure,
+ PyObject *module, PyObject *globals,
+ PyObject* code);
+static CYTHON_INLINE void __Pyx__CyFunction_SetClassObj(__pyx_CyFunctionObject* f, PyObject* classobj);
+static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *m,
+ size_t size,
+ int pyobjects);
+static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m,
+ PyObject *tuple);
+static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *m,
+ PyObject *dict);
+static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *m,
+ PyObject *dict);
+static int __pyx_CyFunction_init(PyObject *module);
+#if CYTHON_METH_FASTCALL
+static PyObject * __Pyx_CyFunction_Vectorcall_NOARGS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
+static PyObject * __Pyx_CyFunction_Vectorcall_O(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
+static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
+static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS_METHOD(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
+#if CYTHON_BACKPORT_VECTORCALL
+#define __Pyx_CyFunction_func_vectorcall(f) (((__pyx_CyFunctionObject*)f)->func_vectorcall)
+#else
+#define __Pyx_CyFunction_func_vectorcall(f) (((PyCFunctionObject*)f)->vectorcall)
+#endif
+#endif
+
+/* CythonFunction.proto */
+static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml,
+ int flags, PyObject* qualname,
+ PyObject *closure,
+ PyObject *module, PyObject *globals,
+ PyObject* code);
+
+/* PyDictVersioning.proto */
+#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS
+#define __PYX_DICT_VERSION_INIT ((PY_UINT64_T) -1)
+#define __PYX_GET_DICT_VERSION(dict) (((PyDictObject*)(dict))->ma_version_tag)
+#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)\
+ (version_var) = __PYX_GET_DICT_VERSION(dict);\
+ (cache_var) = (value);
+#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) {\
+ static PY_UINT64_T __pyx_dict_version = 0;\
+ static PyObject *__pyx_dict_cached_value = NULL;\
+ if (likely(__PYX_GET_DICT_VERSION(DICT) == __pyx_dict_version)) {\
+ (VAR) = __pyx_dict_cached_value;\
+ } else {\
+ (VAR) = __pyx_dict_cached_value = (LOOKUP);\
+ __pyx_dict_version = __PYX_GET_DICT_VERSION(DICT);\
+ }\
+}
+static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj);
+static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj);
+static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version);
+#else
+#define __PYX_GET_DICT_VERSION(dict) (0)
+#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)
+#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) (VAR) = (LOOKUP);
+#endif
+
+/* CLineInTraceback.proto */
+#ifdef CYTHON_CLINE_IN_TRACEBACK
+#define __Pyx_CLineForTraceback(tstate, c_line) (((CYTHON_CLINE_IN_TRACEBACK)) ? c_line : 0)
+#else
+static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line);
+#endif
+
+/* CodeObjectCache.proto */
+#if !CYTHON_COMPILING_IN_LIMITED_API
+typedef struct {
+ PyCodeObject* code_object;
+ int code_line;
+} __Pyx_CodeObjectCacheEntry;
+struct __Pyx_CodeObjectCache {
+ int count;
+ int max_count;
+ __Pyx_CodeObjectCacheEntry* entries;
+};
+static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL};
+static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line);
+static PyCodeObject *__pyx_find_code_object(int code_line);
+static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object);
+#endif
+
+/* AddTraceback.proto */
+static void __Pyx_AddTraceback(const char *funcname, int c_line,
+ int py_line, const char *filename);
+
+/* BufferStructDeclare.proto */
+typedef struct {
+ Py_ssize_t shape, strides, suboffsets;
+} __Pyx_Buf_DimInfo;
+typedef struct {
+ size_t refcount;
+ Py_buffer pybuffer;
+} __Pyx_Buffer;
+typedef struct {
+ __Pyx_Buffer *rcbuffer;
+ char *data;
+ __Pyx_Buf_DimInfo diminfo[8];
+} __Pyx_LocalBuf_ND;
+
+#if PY_MAJOR_VERSION < 3
+ static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags);
+ static void __Pyx_ReleaseBuffer(Py_buffer *view);
+#else
+ #define __Pyx_GetBuffer PyObject_GetBuffer
+ #define __Pyx_ReleaseBuffer PyBuffer_Release
+#endif
+
+
+/* GCCDiagnostics.proto */
+#if !defined(__INTEL_COMPILER) && defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 6))
+#define __Pyx_HAS_GCC_DIAGNOSTIC
+#endif
+
+/* RealImag.proto */
+#if CYTHON_CCOMPLEX
+ #ifdef __cplusplus
+ #define __Pyx_CREAL(z) ((z).real())
+ #define __Pyx_CIMAG(z) ((z).imag())
+ #else
+ #define __Pyx_CREAL(z) (__real__(z))
+ #define __Pyx_CIMAG(z) (__imag__(z))
+ #endif
+#else
+ #define __Pyx_CREAL(z) ((z).real)
+ #define __Pyx_CIMAG(z) ((z).imag)
+#endif
+#if defined(__cplusplus) && CYTHON_CCOMPLEX\
+ && (defined(_WIN32) || defined(__clang__) || (defined(__GNUC__) && (__GNUC__ >= 5 || __GNUC__ == 4 && __GNUC_MINOR__ >= 4 )) || __cplusplus >= 201103)
+ #define __Pyx_SET_CREAL(z,x) ((z).real(x))
+ #define __Pyx_SET_CIMAG(z,y) ((z).imag(y))
+#else
+ #define __Pyx_SET_CREAL(z,x) __Pyx_CREAL(z) = (x)
+ #define __Pyx_SET_CIMAG(z,y) __Pyx_CIMAG(z) = (y)
+#endif
+
+/* Arithmetic.proto */
+#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
+ #define __Pyx_c_eq_float(a, b) ((a)==(b))
+ #define __Pyx_c_sum_float(a, b) ((a)+(b))
+ #define __Pyx_c_diff_float(a, b) ((a)-(b))
+ #define __Pyx_c_prod_float(a, b) ((a)*(b))
+ #define __Pyx_c_quot_float(a, b) ((a)/(b))
+ #define __Pyx_c_neg_float(a) (-(a))
+ #ifdef __cplusplus
+ #define __Pyx_c_is_zero_float(z) ((z)==(float)0)
+ #define __Pyx_c_conj_float(z) (::std::conj(z))
+ #if 1
+ #define __Pyx_c_abs_float(z) (::std::abs(z))
+ #define __Pyx_c_pow_float(a, b) (::std::pow(a, b))
+ #endif
+ #else
+ #define __Pyx_c_is_zero_float(z) ((z)==0)
+ #define __Pyx_c_conj_float(z) (conjf(z))
+ #if 1
+ #define __Pyx_c_abs_float(z) (cabsf(z))
+ #define __Pyx_c_pow_float(a, b) (cpowf(a, b))
+ #endif
+ #endif
+#else
+ static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex, __pyx_t_float_complex);
+ static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex, __pyx_t_float_complex);
+ static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex, __pyx_t_float_complex);
+ static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex, __pyx_t_float_complex);
+ static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex, __pyx_t_float_complex);
+ static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_float_complex);
+ static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex);
+ static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_float_complex);
+ #if 1
+ static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex);
+ static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_float_complex, __pyx_t_float_complex);
+ #endif
+#endif
+
+/* Arithmetic.proto */
+#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
+ #define __Pyx_c_eq_double(a, b) ((a)==(b))
+ #define __Pyx_c_sum_double(a, b) ((a)+(b))
+ #define __Pyx_c_diff_double(a, b) ((a)-(b))
+ #define __Pyx_c_prod_double(a, b) ((a)*(b))
+ #define __Pyx_c_quot_double(a, b) ((a)/(b))
+ #define __Pyx_c_neg_double(a) (-(a))
+ #ifdef __cplusplus
+ #define __Pyx_c_is_zero_double(z) ((z)==(double)0)
+ #define __Pyx_c_conj_double(z) (::std::conj(z))
+ #if 1
+ #define __Pyx_c_abs_double(z) (::std::abs(z))
+ #define __Pyx_c_pow_double(a, b) (::std::pow(a, b))
+ #endif
+ #else
+ #define __Pyx_c_is_zero_double(z) ((z)==0)
+ #define __Pyx_c_conj_double(z) (conj(z))
+ #if 1
+ #define __Pyx_c_abs_double(z) (cabs(z))
+ #define __Pyx_c_pow_double(a, b) (cpow(a, b))
+ #endif
+ #endif
+#else
+ static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex, __pyx_t_double_complex);
+ static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex, __pyx_t_double_complex);
+ static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex, __pyx_t_double_complex);
+ static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex, __pyx_t_double_complex);
+ static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex, __pyx_t_double_complex);
+ static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex);
+ static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex);
+ static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_double_complex);
+ #if 1
+ static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex);
+ static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex, __pyx_t_double_complex);
+ #endif
+#endif
+
+/* Arithmetic.proto */
+#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
+ #define __Pyx_c_eq_long__double(a, b) ((a)==(b))
+ #define __Pyx_c_sum_long__double(a, b) ((a)+(b))
+ #define __Pyx_c_diff_long__double(a, b) ((a)-(b))
+ #define __Pyx_c_prod_long__double(a, b) ((a)*(b))
+ #define __Pyx_c_quot_long__double(a, b) ((a)/(b))
+ #define __Pyx_c_neg_long__double(a) (-(a))
+ #ifdef __cplusplus
+ #define __Pyx_c_is_zero_long__double(z) ((z)==(long double)0)
+ #define __Pyx_c_conj_long__double(z) (::std::conj(z))
+ #if 1
+ #define __Pyx_c_abs_long__double(z) (::std::abs(z))
+ #define __Pyx_c_pow_long__double(a, b) (::std::pow(a, b))
+ #endif
+ #else
+ #define __Pyx_c_is_zero_long__double(z) ((z)==0)
+ #define __Pyx_c_conj_long__double(z) (conjl(z))
+ #if 1
+ #define __Pyx_c_abs_long__double(z) (cabsl(z))
+ #define __Pyx_c_pow_long__double(a, b) (cpowl(a, b))
+ #endif
+ #endif
+#else
+ static CYTHON_INLINE int __Pyx_c_eq_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
+ static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_sum_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
+ static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_diff_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
+ static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_prod_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
+ static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_quot_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
+ static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_neg_long__double(__pyx_t_long_double_complex);
+ static CYTHON_INLINE int __Pyx_c_is_zero_long__double(__pyx_t_long_double_complex);
+ static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_conj_long__double(__pyx_t_long_double_complex);
+ #if 1
+ static CYTHON_INLINE long double __Pyx_c_abs_long__double(__pyx_t_long_double_complex);
+ static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_pow_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
+ #endif
+#endif
+
+/* CIntFromPy.proto */
+static CYTHON_INLINE uint32_t __Pyx_PyInt_As_uint32_t(PyObject *);
+
+/* CIntFromPy.proto */
+static CYTHON_INLINE uint16_t __Pyx_PyInt_As_uint16_t(PyObject *);
+
+/* FormatTypeName.proto */
+#if CYTHON_COMPILING_IN_LIMITED_API
+typedef PyObject *__Pyx_TypeName;
+#define __Pyx_FMT_TYPENAME "%U"
+static __Pyx_TypeName __Pyx_PyType_GetName(PyTypeObject* tp);
+#define __Pyx_DECREF_TypeName(obj) Py_XDECREF(obj)
+#else
+typedef const char *__Pyx_TypeName;
+#define __Pyx_FMT_TYPENAME "%.200s"
+#define __Pyx_PyType_GetName(tp) ((tp)->tp_name)
+#define __Pyx_DECREF_TypeName(obj)
+#endif
+
+/* CIntToPy.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value);
+
+/* CIntFromPy.proto */
+static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *);
+
+/* CIntFromPy.proto */
+static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *);
+
+/* FastTypeChecks.proto */
+#if CYTHON_COMPILING_IN_CPYTHON
+#define __Pyx_TypeCheck(obj, type) __Pyx_IsSubtype(Py_TYPE(obj), (PyTypeObject *)type)
+#define __Pyx_TypeCheck2(obj, type1, type2) __Pyx_IsAnySubtype2(Py_TYPE(obj), (PyTypeObject *)type1, (PyTypeObject *)type2)
+static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b);
+static CYTHON_INLINE int __Pyx_IsAnySubtype2(PyTypeObject *cls, PyTypeObject *a, PyTypeObject *b);
+static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject *type);
+static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *type1, PyObject *type2);
+#else
+#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type)
+#define __Pyx_TypeCheck2(obj, type1, type2) (PyObject_TypeCheck(obj, (PyTypeObject *)type1) || PyObject_TypeCheck(obj, (PyTypeObject *)type2))
+#define __Pyx_PyErr_GivenExceptionMatches(err, type) PyErr_GivenExceptionMatches(err, type)
+#define __Pyx_PyErr_GivenExceptionMatches2(err, type1, type2) (PyErr_GivenExceptionMatches(err, type1) || PyErr_GivenExceptionMatches(err, type2))
+#endif
+#define __Pyx_PyErr_ExceptionMatches2(err1, err2) __Pyx_PyErr_GivenExceptionMatches2(__Pyx_PyErr_CurrentExceptionType(), err1, err2)
+#define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception)
+
+/* CheckBinaryVersion.proto */
+static unsigned long __Pyx_get_runtime_version(void);
+static int __Pyx_check_binary_version(unsigned long ct_version, unsigned long rt_version, int allow_newer);
+
+/* InitStrings.proto */
+static int __Pyx_InitStrings(__Pyx_StringTabEntry *t);
+
+/* #### Code section: module_declarations ### */
+static CYTHON_INLINE npy_intp __pyx_f_5numpy_5dtype_8itemsize_itemsize(PyArray_Descr *__pyx_v_self); /* proto*/
+static CYTHON_INLINE npy_intp __pyx_f_5numpy_5dtype_9alignment_alignment(PyArray_Descr *__pyx_v_self); /* proto*/
+static CYTHON_INLINE PyObject *__pyx_f_5numpy_5dtype_6fields_fields(PyArray_Descr *__pyx_v_self); /* proto*/
+static CYTHON_INLINE PyObject *__pyx_f_5numpy_5dtype_5names_names(PyArray_Descr *__pyx_v_self); /* proto*/
+static CYTHON_INLINE PyArray_ArrayDescr *__pyx_f_5numpy_5dtype_8subarray_subarray(PyArray_Descr *__pyx_v_self); /* proto*/
+static CYTHON_INLINE npy_uint64 __pyx_f_5numpy_5dtype_5flags_flags(PyArray_Descr *__pyx_v_self); /* proto*/
+static CYTHON_INLINE int __pyx_f_5numpy_9broadcast_7numiter_numiter(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE npy_intp __pyx_f_5numpy_9broadcast_4size_size(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE npy_intp __pyx_f_5numpy_9broadcast_5index_index(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE int __pyx_f_5numpy_9broadcast_2nd_nd(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE npy_intp *__pyx_f_5numpy_9broadcast_10dimensions_dimensions(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE void **__pyx_f_5numpy_9broadcast_5iters_iters(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE PyObject *__pyx_f_5numpy_7ndarray_4base_base(PyArrayObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE PyArray_Descr *__pyx_f_5numpy_7ndarray_5descr_descr(PyArrayObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE int __pyx_f_5numpy_7ndarray_4ndim_ndim(PyArrayObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE npy_intp *__pyx_f_5numpy_7ndarray_5shape_shape(PyArrayObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE npy_intp *__pyx_f_5numpy_7ndarray_7strides_strides(PyArrayObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE npy_intp __pyx_f_5numpy_7ndarray_4size_size(PyArrayObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE char *__pyx_f_5numpy_7ndarray_4data_data(PyArrayObject *__pyx_v_self); /* proto*/
+
+/* Module declarations from "libc.string" */
+
+/* Module declarations from "libc.stdio" */
+
+/* Module declarations from "__builtin__" */
+
+/* Module declarations from "cpython.type" */
+
+/* Module declarations from "cpython" */
+
+/* Module declarations from "cpython.object" */
+
+/* Module declarations from "cpython.ref" */
+
+/* Module declarations from "numpy" */
+
+/* Module declarations from "numpy" */
+static CYTHON_INLINE int __pyx_f_5numpy_import_array(void); /*proto*/
+
+/* Module declarations from "libcpp" */
+
+/* Module declarations from "onlinemid.onlinemid.runningstats" */
+static PyObject *__pyx_f_9onlinemid_9onlinemid_12runningstats_compute_stats(PyArrayObject *, PyArrayObject *, PyArrayObject *, int __pyx_skip_dispatch); /*proto*/
+static PyObject *__pyx_f_9onlinemid_9onlinemid_12runningstats_compute_stats_simd(PyArrayObject *, PyArrayObject *, PyArrayObject *, PyArrayObject *, PyArrayObject *, uint32_t, int __pyx_skip_dispatch); /*proto*/
+static PyObject *__pyx_f_9onlinemid_9onlinemid_12runningstats_compute_stats_simd_float(PyArrayObject *, PyArrayObject *, PyArrayObject *, PyArrayObject *, PyArrayObject *, uint32_t, int __pyx_skip_dispatch); /*proto*/
+static PyObject *__pyx_f_9onlinemid_9onlinemid_12runningstats_call_roi_stats(PyArrayObject *, uint32_t, uint32_t, PyArrayObject *, uint32_t, uint32_t, PyArrayObject *, uint16_t, PyArrayObject *, PyArrayObject *, int __pyx_skip_dispatch); /*proto*/
+/* #### Code section: typeinfo ### */
+static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t = { "float32_t", NULL, sizeof(__pyx_t_5numpy_float32_t), { 0 }, 0, 'R', 0, 0 };
+static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t = { "float64_t", NULL, sizeof(__pyx_t_5numpy_float64_t), { 0 }, 0, 'R', 0, 0 };
+static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_uint32_t = { "uint32_t", NULL, sizeof(__pyx_t_5numpy_uint32_t), { 0 }, 0, __PYX_IS_UNSIGNED(__pyx_t_5numpy_uint32_t) ? 'U' : 'I', __PYX_IS_UNSIGNED(__pyx_t_5numpy_uint32_t), 0 };
+static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_int16_t = { "int16_t", NULL, sizeof(__pyx_t_5numpy_int16_t), { 0 }, 0, __PYX_IS_UNSIGNED(__pyx_t_5numpy_int16_t) ? 'U' : 'I', __PYX_IS_UNSIGNED(__pyx_t_5numpy_int16_t), 0 };
+/* #### Code section: before_global_var ### */
+#define __Pyx_MODULE_NAME "onlinemid.onlinemid.runningstats"
+extern int __pyx_module_is_main_onlinemid__onlinemid__runningstats;
+int __pyx_module_is_main_onlinemid__onlinemid__runningstats = 0;
+
+/* Implementation of "onlinemid.onlinemid.runningstats" */
+/* #### Code section: global_var ### */
+static PyObject *__pyx_builtin_ImportError;
+/* #### Code section: string_decls ### */
+static const char __pyx_k__3[] = "*";
+static const char __pyx_k_np[] = "np";
+static const char __pyx_k__11[] = "?";
+static const char __pyx_k_data[] = "data";
+static const char __pyx_k_main[] = "__main__";
+static const char __pyx_k_name[] = "__name__";
+static const char __pyx_k_spec[] = "__spec__";
+static const char __pyx_k_test[] = "__test__";
+static const char __pyx_k_numpy[] = "numpy";
+static const char __pyx_k_import[] = "__import__";
+static const char __pyx_k_num_rois[] = "num_rois";
+static const char __pyx_k_litframes[] = "litframes";
+static const char __pyx_k_image_size[] = "image_size";
+static const char __pyx_k_num_images[] = "num_images";
+static const char __pyx_k_online_roi[] = "online_roi";
+static const char __pyx_k_ImportError[] = "ImportError";
+static const char __pyx_k_num_threads[] = "num_threads";
+static const char __pyx_k_simd_offset[] = "simd_offset";
+static const char __pyx_k_initializing[] = "_initializing";
+static const char __pyx_k_is_coroutine[] = "_is_coroutine";
+static const char __pyx_k_compute_stats[] = "compute_stats";
+static const char __pyx_k_num_litframes[] = "num_litframes";
+static const char __pyx_k_simd_vec_size[] = "simd_vec_size";
+static const char __pyx_k_call_roi_stats[] = "call_roi_stats";
+static const char __pyx_k_nanmean_of_data[] = "nanmean_of_data";
+static const char __pyx_k_running_mean_mem[] = "running_mean_mem";
+static const char __pyx_k_asyncio_coroutines[] = "asyncio.coroutines";
+static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback";
+static const char __pyx_k_compute_stats_simd[] = "compute_stats_simd";
+static const char __pyx_k_memory_for_pixel_stats[] = "memory_for_pixel_stats";
+static const char __pyx_k_compute_stats_simd_float[] = "compute_stats_simd_float";
+static const char __pyx_k_online_roi_length_per_roi[] = "online_roi_length_per_roi";
+static const char __pyx_k_memory_for_bunch_resolved_roi_st[] = "memory_for_bunch_resolved_roi_stats";
+static const char __pyx_k_numpy__core_multiarray_failed_to[] = "numpy._core.multiarray failed to import";
+static const char __pyx_k_numpy__core_umath_failed_to_impo[] = "numpy._core.umath failed to import";
+static const char __pyx_k_onlinemid_onlinemid_runningstats[] = "onlinemid.onlinemid.runningstats";
+static const char __pyx_k_src_onlinemid_runningstats_runni[] = "src/onlinemid/runningstats/runningstats.pyx";
+/* #### Code section: decls ### */
+static PyObject *__pyx_pf_9onlinemid_9onlinemid_12runningstats_compute_stats(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_data, PyArrayObject *__pyx_v_running_mean_mem, PyArrayObject *__pyx_v_nanmean_of_data); /* proto */
+static PyObject *__pyx_pf_9onlinemid_9onlinemid_12runningstats_2compute_stats_simd(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_data, PyArrayObject *__pyx_v_running_mean_mem, PyArrayObject *__pyx_v_nanmean_of_data, PyArrayObject *__pyx_v_simd_vec_size, PyArrayObject *__pyx_v_simd_offset, uint32_t __pyx_v_num_threads); /* proto */
+static PyObject *__pyx_pf_9onlinemid_9onlinemid_12runningstats_4compute_stats_simd_float(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_data, PyArrayObject *__pyx_v_running_mean_mem, PyArrayObject *__pyx_v_nanmean_of_data, PyArrayObject *__pyx_v_simd_vec_size, PyArrayObject *__pyx_v_simd_offset, uint32_t __pyx_v_num_threads); /* proto */
+static PyObject *__pyx_pf_9onlinemid_9onlinemid_12runningstats_6call_roi_stats(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_data, uint32_t __pyx_v_image_size, uint32_t __pyx_v_num_images, PyArrayObject *__pyx_v_online_roi, uint32_t __pyx_v_num_rois, uint32_t __pyx_v_online_roi_length_per_roi, PyArrayObject *__pyx_v_litframes, uint16_t __pyx_v_num_litframes, PyArrayObject *__pyx_v_memory_for_bunch_resolved_roi_stats, PyArrayObject *__pyx_v_memory_for_pixel_stats); /* proto */
+/* #### Code section: late_includes ### */
+/* #### Code section: module_state ### */
+typedef struct {
+ PyObject *__pyx_d;
+ PyObject *__pyx_b;
+ PyObject *__pyx_cython_runtime;
+ PyObject *__pyx_empty_tuple;
+ PyObject *__pyx_empty_bytes;
+ PyObject *__pyx_empty_unicode;
+ #ifdef __Pyx_CyFunction_USED
+ PyTypeObject *__pyx_CyFunctionType;
+ #endif
+ #ifdef __Pyx_FusedFunction_USED
+ PyTypeObject *__pyx_FusedFunctionType;
+ #endif
+ #ifdef __Pyx_Generator_USED
+ PyTypeObject *__pyx_GeneratorType;
+ #endif
+ #ifdef __Pyx_IterableCoroutine_USED
+ PyTypeObject *__pyx_IterableCoroutineType;
+ #endif
+ #ifdef __Pyx_Coroutine_USED
+ PyTypeObject *__pyx_CoroutineAwaitType;
+ #endif
+ #ifdef __Pyx_Coroutine_USED
+ PyTypeObject *__pyx_CoroutineType;
+ #endif
+ #if CYTHON_USE_MODULE_STATE
+ #endif
+ #if CYTHON_USE_MODULE_STATE
+ #endif
+ #if CYTHON_USE_MODULE_STATE
+ #endif
+ #if CYTHON_USE_MODULE_STATE
+ #endif
+ PyTypeObject *__pyx_ptype_7cpython_4type_type;
+ #if CYTHON_USE_MODULE_STATE
+ #endif
+ #if CYTHON_USE_MODULE_STATE
+ #endif
+ #if CYTHON_USE_MODULE_STATE
+ #endif
+ #if CYTHON_USE_MODULE_STATE
+ #endif
+ #if CYTHON_USE_MODULE_STATE
+ #endif
+ PyTypeObject *__pyx_ptype_5numpy_dtype;
+ PyTypeObject *__pyx_ptype_5numpy_flatiter;
+ PyTypeObject *__pyx_ptype_5numpy_broadcast;
+ PyTypeObject *__pyx_ptype_5numpy_ndarray;
+ PyTypeObject *__pyx_ptype_5numpy_generic;
+ PyTypeObject *__pyx_ptype_5numpy_number;
+ PyTypeObject *__pyx_ptype_5numpy_integer;
+ PyTypeObject *__pyx_ptype_5numpy_signedinteger;
+ PyTypeObject *__pyx_ptype_5numpy_unsignedinteger;
+ PyTypeObject *__pyx_ptype_5numpy_inexact;
+ PyTypeObject *__pyx_ptype_5numpy_floating;
+ PyTypeObject *__pyx_ptype_5numpy_complexfloating;
+ PyTypeObject *__pyx_ptype_5numpy_flexible;
+ PyTypeObject *__pyx_ptype_5numpy_character;
+ PyTypeObject *__pyx_ptype_5numpy_ufunc;
+ #if CYTHON_USE_MODULE_STATE
+ #endif
+ #if CYTHON_USE_MODULE_STATE
+ #endif
+ PyObject *__pyx_n_s_ImportError;
+ PyObject *__pyx_n_s__11;
+ PyObject *__pyx_n_s__3;
+ PyObject *__pyx_n_s_asyncio_coroutines;
+ PyObject *__pyx_n_s_call_roi_stats;
+ PyObject *__pyx_n_s_cline_in_traceback;
+ PyObject *__pyx_n_s_compute_stats;
+ PyObject *__pyx_n_s_compute_stats_simd;
+ PyObject *__pyx_n_s_compute_stats_simd_float;
+ PyObject *__pyx_n_s_data;
+ PyObject *__pyx_n_s_image_size;
+ PyObject *__pyx_n_s_import;
+ PyObject *__pyx_n_s_initializing;
+ PyObject *__pyx_n_s_is_coroutine;
+ PyObject *__pyx_n_s_litframes;
+ PyObject *__pyx_n_s_main;
+ PyObject *__pyx_n_s_memory_for_bunch_resolved_roi_st;
+ PyObject *__pyx_n_s_memory_for_pixel_stats;
+ PyObject *__pyx_n_s_name;
+ PyObject *__pyx_n_s_nanmean_of_data;
+ PyObject *__pyx_n_s_np;
+ PyObject *__pyx_n_s_num_images;
+ PyObject *__pyx_n_s_num_litframes;
+ PyObject *__pyx_n_s_num_rois;
+ PyObject *__pyx_n_s_num_threads;
+ PyObject *__pyx_n_s_numpy;
+ PyObject *__pyx_kp_u_numpy__core_multiarray_failed_to;
+ PyObject *__pyx_kp_u_numpy__core_umath_failed_to_impo;
+ PyObject *__pyx_n_s_online_roi;
+ PyObject *__pyx_n_s_online_roi_length_per_roi;
+ PyObject *__pyx_n_s_onlinemid_onlinemid_runningstats;
+ PyObject *__pyx_n_s_running_mean_mem;
+ PyObject *__pyx_n_s_simd_offset;
+ PyObject *__pyx_n_s_simd_vec_size;
+ PyObject *__pyx_n_s_spec;
+ PyObject *__pyx_kp_s_src_onlinemid_runningstats_runni;
+ PyObject *__pyx_n_s_test;
+ PyObject *__pyx_tuple_;
+ PyObject *__pyx_tuple__2;
+ PyObject *__pyx_tuple__4;
+ PyObject *__pyx_tuple__6;
+ PyObject *__pyx_tuple__9;
+ PyObject *__pyx_codeobj__5;
+ PyObject *__pyx_codeobj__7;
+ PyObject *__pyx_codeobj__8;
+ PyObject *__pyx_codeobj__10;
+} __pyx_mstate;
+
+#if CYTHON_USE_MODULE_STATE
+#ifdef __cplusplus
+namespace {
+ extern struct PyModuleDef __pyx_moduledef;
+} /* anonymous namespace */
+#else
+static struct PyModuleDef __pyx_moduledef;
+#endif
+
+#define __pyx_mstate(o) ((__pyx_mstate *)__Pyx_PyModule_GetState(o))
+
+#define __pyx_mstate_global (__pyx_mstate(PyState_FindModule(&__pyx_moduledef)))
+
+#define __pyx_m (PyState_FindModule(&__pyx_moduledef))
+#else
+static __pyx_mstate __pyx_mstate_global_static =
+#ifdef __cplusplus
+ {};
+#else
+ {0};
+#endif
+static __pyx_mstate *__pyx_mstate_global = &__pyx_mstate_global_static;
+#endif
+/* #### Code section: module_state_clear ### */
+#if CYTHON_USE_MODULE_STATE
+static int __pyx_m_clear(PyObject *m) {
+ __pyx_mstate *clear_module_state = __pyx_mstate(m);
+ if (!clear_module_state) return 0;
+ Py_CLEAR(clear_module_state->__pyx_d);
+ Py_CLEAR(clear_module_state->__pyx_b);
+ Py_CLEAR(clear_module_state->__pyx_cython_runtime);
+ Py_CLEAR(clear_module_state->__pyx_empty_tuple);
+ Py_CLEAR(clear_module_state->__pyx_empty_bytes);
+ Py_CLEAR(clear_module_state->__pyx_empty_unicode);
+ #ifdef __Pyx_CyFunction_USED
+ Py_CLEAR(clear_module_state->__pyx_CyFunctionType);
+ #endif
+ #ifdef __Pyx_FusedFunction_USED
+ Py_CLEAR(clear_module_state->__pyx_FusedFunctionType);
+ #endif
+ Py_CLEAR(clear_module_state->__pyx_ptype_7cpython_4type_type);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_dtype);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_flatiter);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_broadcast);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_ndarray);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_generic);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_number);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_integer);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_signedinteger);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_unsignedinteger);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_inexact);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_floating);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_complexfloating);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_flexible);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_character);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_ufunc);
+ Py_CLEAR(clear_module_state->__pyx_n_s_ImportError);
+ Py_CLEAR(clear_module_state->__pyx_n_s__11);
+ Py_CLEAR(clear_module_state->__pyx_n_s__3);
+ Py_CLEAR(clear_module_state->__pyx_n_s_asyncio_coroutines);
+ Py_CLEAR(clear_module_state->__pyx_n_s_call_roi_stats);
+ Py_CLEAR(clear_module_state->__pyx_n_s_cline_in_traceback);
+ Py_CLEAR(clear_module_state->__pyx_n_s_compute_stats);
+ Py_CLEAR(clear_module_state->__pyx_n_s_compute_stats_simd);
+ Py_CLEAR(clear_module_state->__pyx_n_s_compute_stats_simd_float);
+ Py_CLEAR(clear_module_state->__pyx_n_s_data);
+ Py_CLEAR(clear_module_state->__pyx_n_s_image_size);
+ Py_CLEAR(clear_module_state->__pyx_n_s_import);
+ Py_CLEAR(clear_module_state->__pyx_n_s_initializing);
+ Py_CLEAR(clear_module_state->__pyx_n_s_is_coroutine);
+ Py_CLEAR(clear_module_state->__pyx_n_s_litframes);
+ Py_CLEAR(clear_module_state->__pyx_n_s_main);
+ Py_CLEAR(clear_module_state->__pyx_n_s_memory_for_bunch_resolved_roi_st);
+ Py_CLEAR(clear_module_state->__pyx_n_s_memory_for_pixel_stats);
+ Py_CLEAR(clear_module_state->__pyx_n_s_name);
+ Py_CLEAR(clear_module_state->__pyx_n_s_nanmean_of_data);
+ Py_CLEAR(clear_module_state->__pyx_n_s_np);
+ Py_CLEAR(clear_module_state->__pyx_n_s_num_images);
+ Py_CLEAR(clear_module_state->__pyx_n_s_num_litframes);
+ Py_CLEAR(clear_module_state->__pyx_n_s_num_rois);
+ Py_CLEAR(clear_module_state->__pyx_n_s_num_threads);
+ Py_CLEAR(clear_module_state->__pyx_n_s_numpy);
+ Py_CLEAR(clear_module_state->__pyx_kp_u_numpy__core_multiarray_failed_to);
+ Py_CLEAR(clear_module_state->__pyx_kp_u_numpy__core_umath_failed_to_impo);
+ Py_CLEAR(clear_module_state->__pyx_n_s_online_roi);
+ Py_CLEAR(clear_module_state->__pyx_n_s_online_roi_length_per_roi);
+ Py_CLEAR(clear_module_state->__pyx_n_s_onlinemid_onlinemid_runningstats);
+ Py_CLEAR(clear_module_state->__pyx_n_s_running_mean_mem);
+ Py_CLEAR(clear_module_state->__pyx_n_s_simd_offset);
+ Py_CLEAR(clear_module_state->__pyx_n_s_simd_vec_size);
+ Py_CLEAR(clear_module_state->__pyx_n_s_spec);
+ Py_CLEAR(clear_module_state->__pyx_kp_s_src_onlinemid_runningstats_runni);
+ Py_CLEAR(clear_module_state->__pyx_n_s_test);
+ Py_CLEAR(clear_module_state->__pyx_tuple_);
+ Py_CLEAR(clear_module_state->__pyx_tuple__2);
+ Py_CLEAR(clear_module_state->__pyx_tuple__4);
+ Py_CLEAR(clear_module_state->__pyx_tuple__6);
+ Py_CLEAR(clear_module_state->__pyx_tuple__9);
+ Py_CLEAR(clear_module_state->__pyx_codeobj__5);
+ Py_CLEAR(clear_module_state->__pyx_codeobj__7);
+ Py_CLEAR(clear_module_state->__pyx_codeobj__8);
+ Py_CLEAR(clear_module_state->__pyx_codeobj__10);
+ return 0;
+}
+#endif
+/* #### Code section: module_state_traverse ### */
+#if CYTHON_USE_MODULE_STATE
+static int __pyx_m_traverse(PyObject *m, visitproc visit, void *arg) {
+ __pyx_mstate *traverse_module_state = __pyx_mstate(m);
+ if (!traverse_module_state) return 0;
+ Py_VISIT(traverse_module_state->__pyx_d);
+ Py_VISIT(traverse_module_state->__pyx_b);
+ Py_VISIT(traverse_module_state->__pyx_cython_runtime);
+ Py_VISIT(traverse_module_state->__pyx_empty_tuple);
+ Py_VISIT(traverse_module_state->__pyx_empty_bytes);
+ Py_VISIT(traverse_module_state->__pyx_empty_unicode);
+ #ifdef __Pyx_CyFunction_USED
+ Py_VISIT(traverse_module_state->__pyx_CyFunctionType);
+ #endif
+ #ifdef __Pyx_FusedFunction_USED
+ Py_VISIT(traverse_module_state->__pyx_FusedFunctionType);
+ #endif
+ Py_VISIT(traverse_module_state->__pyx_ptype_7cpython_4type_type);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_dtype);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_flatiter);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_broadcast);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_ndarray);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_generic);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_number);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_integer);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_signedinteger);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_unsignedinteger);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_inexact);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_floating);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_complexfloating);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_flexible);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_character);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_ufunc);
+ Py_VISIT(traverse_module_state->__pyx_n_s_ImportError);
+ Py_VISIT(traverse_module_state->__pyx_n_s__11);
+ Py_VISIT(traverse_module_state->__pyx_n_s__3);
+ Py_VISIT(traverse_module_state->__pyx_n_s_asyncio_coroutines);
+ Py_VISIT(traverse_module_state->__pyx_n_s_call_roi_stats);
+ Py_VISIT(traverse_module_state->__pyx_n_s_cline_in_traceback);
+ Py_VISIT(traverse_module_state->__pyx_n_s_compute_stats);
+ Py_VISIT(traverse_module_state->__pyx_n_s_compute_stats_simd);
+ Py_VISIT(traverse_module_state->__pyx_n_s_compute_stats_simd_float);
+ Py_VISIT(traverse_module_state->__pyx_n_s_data);
+ Py_VISIT(traverse_module_state->__pyx_n_s_image_size);
+ Py_VISIT(traverse_module_state->__pyx_n_s_import);
+ Py_VISIT(traverse_module_state->__pyx_n_s_initializing);
+ Py_VISIT(traverse_module_state->__pyx_n_s_is_coroutine);
+ Py_VISIT(traverse_module_state->__pyx_n_s_litframes);
+ Py_VISIT(traverse_module_state->__pyx_n_s_main);
+ Py_VISIT(traverse_module_state->__pyx_n_s_memory_for_bunch_resolved_roi_st);
+ Py_VISIT(traverse_module_state->__pyx_n_s_memory_for_pixel_stats);
+ Py_VISIT(traverse_module_state->__pyx_n_s_name);
+ Py_VISIT(traverse_module_state->__pyx_n_s_nanmean_of_data);
+ Py_VISIT(traverse_module_state->__pyx_n_s_np);
+ Py_VISIT(traverse_module_state->__pyx_n_s_num_images);
+ Py_VISIT(traverse_module_state->__pyx_n_s_num_litframes);
+ Py_VISIT(traverse_module_state->__pyx_n_s_num_rois);
+ Py_VISIT(traverse_module_state->__pyx_n_s_num_threads);
+ Py_VISIT(traverse_module_state->__pyx_n_s_numpy);
+ Py_VISIT(traverse_module_state->__pyx_kp_u_numpy__core_multiarray_failed_to);
+ Py_VISIT(traverse_module_state->__pyx_kp_u_numpy__core_umath_failed_to_impo);
+ Py_VISIT(traverse_module_state->__pyx_n_s_online_roi);
+ Py_VISIT(traverse_module_state->__pyx_n_s_online_roi_length_per_roi);
+ Py_VISIT(traverse_module_state->__pyx_n_s_onlinemid_onlinemid_runningstats);
+ Py_VISIT(traverse_module_state->__pyx_n_s_running_mean_mem);
+ Py_VISIT(traverse_module_state->__pyx_n_s_simd_offset);
+ Py_VISIT(traverse_module_state->__pyx_n_s_simd_vec_size);
+ Py_VISIT(traverse_module_state->__pyx_n_s_spec);
+ Py_VISIT(traverse_module_state->__pyx_kp_s_src_onlinemid_runningstats_runni);
+ Py_VISIT(traverse_module_state->__pyx_n_s_test);
+ Py_VISIT(traverse_module_state->__pyx_tuple_);
+ Py_VISIT(traverse_module_state->__pyx_tuple__2);
+ Py_VISIT(traverse_module_state->__pyx_tuple__4);
+ Py_VISIT(traverse_module_state->__pyx_tuple__6);
+ Py_VISIT(traverse_module_state->__pyx_tuple__9);
+ Py_VISIT(traverse_module_state->__pyx_codeobj__5);
+ Py_VISIT(traverse_module_state->__pyx_codeobj__7);
+ Py_VISIT(traverse_module_state->__pyx_codeobj__8);
+ Py_VISIT(traverse_module_state->__pyx_codeobj__10);
+ return 0;
+}
+#endif
+/* #### Code section: module_state_defines ### */
+#define __pyx_d __pyx_mstate_global->__pyx_d
+#define __pyx_b __pyx_mstate_global->__pyx_b
+#define __pyx_cython_runtime __pyx_mstate_global->__pyx_cython_runtime
+#define __pyx_empty_tuple __pyx_mstate_global->__pyx_empty_tuple
+#define __pyx_empty_bytes __pyx_mstate_global->__pyx_empty_bytes
+#define __pyx_empty_unicode __pyx_mstate_global->__pyx_empty_unicode
+#ifdef __Pyx_CyFunction_USED
+#define __pyx_CyFunctionType __pyx_mstate_global->__pyx_CyFunctionType
+#endif
+#ifdef __Pyx_FusedFunction_USED
+#define __pyx_FusedFunctionType __pyx_mstate_global->__pyx_FusedFunctionType
+#endif
+#ifdef __Pyx_Generator_USED
+#define __pyx_GeneratorType __pyx_mstate_global->__pyx_GeneratorType
+#endif
+#ifdef __Pyx_IterableCoroutine_USED
+#define __pyx_IterableCoroutineType __pyx_mstate_global->__pyx_IterableCoroutineType
+#endif
+#ifdef __Pyx_Coroutine_USED
+#define __pyx_CoroutineAwaitType __pyx_mstate_global->__pyx_CoroutineAwaitType
+#endif
+#ifdef __Pyx_Coroutine_USED
+#define __pyx_CoroutineType __pyx_mstate_global->__pyx_CoroutineType
+#endif
+#if CYTHON_USE_MODULE_STATE
+#endif
+#if CYTHON_USE_MODULE_STATE
+#endif
+#if CYTHON_USE_MODULE_STATE
+#endif
+#if CYTHON_USE_MODULE_STATE
+#endif
+#define __pyx_ptype_7cpython_4type_type __pyx_mstate_global->__pyx_ptype_7cpython_4type_type
+#if CYTHON_USE_MODULE_STATE
+#endif
+#if CYTHON_USE_MODULE_STATE
+#endif
+#if CYTHON_USE_MODULE_STATE
+#endif
+#if CYTHON_USE_MODULE_STATE
+#endif
+#if CYTHON_USE_MODULE_STATE
+#endif
+#define __pyx_ptype_5numpy_dtype __pyx_mstate_global->__pyx_ptype_5numpy_dtype
+#define __pyx_ptype_5numpy_flatiter __pyx_mstate_global->__pyx_ptype_5numpy_flatiter
+#define __pyx_ptype_5numpy_broadcast __pyx_mstate_global->__pyx_ptype_5numpy_broadcast
+#define __pyx_ptype_5numpy_ndarray __pyx_mstate_global->__pyx_ptype_5numpy_ndarray
+#define __pyx_ptype_5numpy_generic __pyx_mstate_global->__pyx_ptype_5numpy_generic
+#define __pyx_ptype_5numpy_number __pyx_mstate_global->__pyx_ptype_5numpy_number
+#define __pyx_ptype_5numpy_integer __pyx_mstate_global->__pyx_ptype_5numpy_integer
+#define __pyx_ptype_5numpy_signedinteger __pyx_mstate_global->__pyx_ptype_5numpy_signedinteger
+#define __pyx_ptype_5numpy_unsignedinteger __pyx_mstate_global->__pyx_ptype_5numpy_unsignedinteger
+#define __pyx_ptype_5numpy_inexact __pyx_mstate_global->__pyx_ptype_5numpy_inexact
+#define __pyx_ptype_5numpy_floating __pyx_mstate_global->__pyx_ptype_5numpy_floating
+#define __pyx_ptype_5numpy_complexfloating __pyx_mstate_global->__pyx_ptype_5numpy_complexfloating
+#define __pyx_ptype_5numpy_flexible __pyx_mstate_global->__pyx_ptype_5numpy_flexible
+#define __pyx_ptype_5numpy_character __pyx_mstate_global->__pyx_ptype_5numpy_character
+#define __pyx_ptype_5numpy_ufunc __pyx_mstate_global->__pyx_ptype_5numpy_ufunc
+#if CYTHON_USE_MODULE_STATE
+#endif
+#if CYTHON_USE_MODULE_STATE
+#endif
+#define __pyx_n_s_ImportError __pyx_mstate_global->__pyx_n_s_ImportError
+#define __pyx_n_s__11 __pyx_mstate_global->__pyx_n_s__11
+#define __pyx_n_s__3 __pyx_mstate_global->__pyx_n_s__3
+#define __pyx_n_s_asyncio_coroutines __pyx_mstate_global->__pyx_n_s_asyncio_coroutines
+#define __pyx_n_s_call_roi_stats __pyx_mstate_global->__pyx_n_s_call_roi_stats
+#define __pyx_n_s_cline_in_traceback __pyx_mstate_global->__pyx_n_s_cline_in_traceback
+#define __pyx_n_s_compute_stats __pyx_mstate_global->__pyx_n_s_compute_stats
+#define __pyx_n_s_compute_stats_simd __pyx_mstate_global->__pyx_n_s_compute_stats_simd
+#define __pyx_n_s_compute_stats_simd_float __pyx_mstate_global->__pyx_n_s_compute_stats_simd_float
+#define __pyx_n_s_data __pyx_mstate_global->__pyx_n_s_data
+#define __pyx_n_s_image_size __pyx_mstate_global->__pyx_n_s_image_size
+#define __pyx_n_s_import __pyx_mstate_global->__pyx_n_s_import
+#define __pyx_n_s_initializing __pyx_mstate_global->__pyx_n_s_initializing
+#define __pyx_n_s_is_coroutine __pyx_mstate_global->__pyx_n_s_is_coroutine
+#define __pyx_n_s_litframes __pyx_mstate_global->__pyx_n_s_litframes
+#define __pyx_n_s_main __pyx_mstate_global->__pyx_n_s_main
+#define __pyx_n_s_memory_for_bunch_resolved_roi_st __pyx_mstate_global->__pyx_n_s_memory_for_bunch_resolved_roi_st
+#define __pyx_n_s_memory_for_pixel_stats __pyx_mstate_global->__pyx_n_s_memory_for_pixel_stats
+#define __pyx_n_s_name __pyx_mstate_global->__pyx_n_s_name
+#define __pyx_n_s_nanmean_of_data __pyx_mstate_global->__pyx_n_s_nanmean_of_data
+#define __pyx_n_s_np __pyx_mstate_global->__pyx_n_s_np
+#define __pyx_n_s_num_images __pyx_mstate_global->__pyx_n_s_num_images
+#define __pyx_n_s_num_litframes __pyx_mstate_global->__pyx_n_s_num_litframes
+#define __pyx_n_s_num_rois __pyx_mstate_global->__pyx_n_s_num_rois
+#define __pyx_n_s_num_threads __pyx_mstate_global->__pyx_n_s_num_threads
+#define __pyx_n_s_numpy __pyx_mstate_global->__pyx_n_s_numpy
+#define __pyx_kp_u_numpy__core_multiarray_failed_to __pyx_mstate_global->__pyx_kp_u_numpy__core_multiarray_failed_to
+#define __pyx_kp_u_numpy__core_umath_failed_to_impo __pyx_mstate_global->__pyx_kp_u_numpy__core_umath_failed_to_impo
+#define __pyx_n_s_online_roi __pyx_mstate_global->__pyx_n_s_online_roi
+#define __pyx_n_s_online_roi_length_per_roi __pyx_mstate_global->__pyx_n_s_online_roi_length_per_roi
+#define __pyx_n_s_onlinemid_onlinemid_runningstats __pyx_mstate_global->__pyx_n_s_onlinemid_onlinemid_runningstats
+#define __pyx_n_s_running_mean_mem __pyx_mstate_global->__pyx_n_s_running_mean_mem
+#define __pyx_n_s_simd_offset __pyx_mstate_global->__pyx_n_s_simd_offset
+#define __pyx_n_s_simd_vec_size __pyx_mstate_global->__pyx_n_s_simd_vec_size
+#define __pyx_n_s_spec __pyx_mstate_global->__pyx_n_s_spec
+#define __pyx_kp_s_src_onlinemid_runningstats_runni __pyx_mstate_global->__pyx_kp_s_src_onlinemid_runningstats_runni
+#define __pyx_n_s_test __pyx_mstate_global->__pyx_n_s_test
+#define __pyx_tuple_ __pyx_mstate_global->__pyx_tuple_
+#define __pyx_tuple__2 __pyx_mstate_global->__pyx_tuple__2
+#define __pyx_tuple__4 __pyx_mstate_global->__pyx_tuple__4
+#define __pyx_tuple__6 __pyx_mstate_global->__pyx_tuple__6
+#define __pyx_tuple__9 __pyx_mstate_global->__pyx_tuple__9
+#define __pyx_codeobj__5 __pyx_mstate_global->__pyx_codeobj__5
+#define __pyx_codeobj__7 __pyx_mstate_global->__pyx_codeobj__7
+#define __pyx_codeobj__8 __pyx_mstate_global->__pyx_codeobj__8
+#define __pyx_codeobj__10 __pyx_mstate_global->__pyx_codeobj__10
+/* #### Code section: module_code ### */
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":286
+ *
+ * @property
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+
+static CYTHON_INLINE npy_intp __pyx_f_5numpy_5dtype_8itemsize_itemsize(PyArray_Descr *__pyx_v_self) {
+ npy_intp __pyx_r;
+
+ /* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":287
+ * @property
+ * cdef inline npy_intp itemsize(self) noexcept nogil:
+ * return PyDataType_ELSIZE(self) # <<<<<<<<<<<<<<
+ *
+ * @property
+ */
+ __pyx_r = PyDataType_ELSIZE(__pyx_v_self);
+ goto __pyx_L0;
+
+ /* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":286
+ *
+ * @property
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+ */
+
+ /* function exit code */
+ __pyx_L0:;
+ return __pyx_r;
+}
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":290
+ *
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+ * return PyDataType_ALIGNMENT(self)
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+
+static CYTHON_INLINE npy_intp __pyx_f_5numpy_5dtype_9alignment_alignment(PyArray_Descr *__pyx_v_self) {
+ npy_intp __pyx_r;
+
+ /* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":291
+ * @property
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+ * # Use fields/names with care as they may be NULL. You must check
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+ __pyx_r = PyDataType_ALIGNMENT(__pyx_v_self);
+ goto __pyx_L0;
+
+ /* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":290
+ *
+ * @property
+ * cdef inline npy_intp alignment(self) noexcept nogil: # <<<<<<<<<<<<<<
+ * return PyDataType_ALIGNMENT(self)
+ *
+ */
+
+ /* function exit code */
+ __pyx_L0:;
+ return __pyx_r;
+}
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":296
+ * # for this using PyDataType_HASFIELDS.
+ * @property
+ * cdef inline object fields(self): # <<<<<<<<<<<<<<
+ * return <object>PyDataType_FIELDS(self)
+ *
+ */
+
+static CYTHON_INLINE PyObject *__pyx_f_5numpy_5dtype_6fields_fields(PyArray_Descr *__pyx_v_self) {
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+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = PyDataType_FIELDS(__pyx_v_self);
+ __Pyx_INCREF(((PyObject *)__pyx_t_1));
+ __pyx_r = ((PyObject *)__pyx_t_1);
+ goto __pyx_L0;
+
+ /* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":296
+ * # for this using PyDataType_HASFIELDS.
+ * @property
+ * cdef inline object fields(self): # <<<<<<<<<<<<<<
+ * return <object>PyDataType_FIELDS(self)
+ *
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+
+ /* function exit code */
+ __pyx_L0:;
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+ return __pyx_r;
+}
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+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":300
+ *
+ * @property
+ * cdef inline tuple names(self): # <<<<<<<<<<<<<<
+ * return <tuple>PyDataType_NAMES(self)
+ *
+ */
+
+static CYTHON_INLINE PyObject *__pyx_f_5numpy_5dtype_5names_names(PyArray_Descr *__pyx_v_self) {
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+ * return <tuple>PyDataType_NAMES(self) # <<<<<<<<<<<<<<
+ *
+ * # Use PyDataType_HASSUBARRAY to test whether this field is
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = PyDataType_NAMES(__pyx_v_self);
+ __Pyx_INCREF(((PyObject*)__pyx_t_1));
+ __pyx_r = ((PyObject*)__pyx_t_1);
+ goto __pyx_L0;
+
+ /* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":300
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+ * @property
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+ /* function exit code */
+ __pyx_L0:;
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+}
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+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":307
+ * # this field via the inline helper method PyDataType_SHAPE.
+ * @property
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+ * return PyDataType_SUBARRAY(self)
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+static CYTHON_INLINE PyArray_ArrayDescr *__pyx_f_5numpy_5dtype_8subarray_subarray(PyArray_Descr *__pyx_v_self) {
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+
+ /* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":308
+ * @property
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+ * return PyDataType_SUBARRAY(self) # <<<<<<<<<<<<<<
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+ */
+ __pyx_r = PyDataType_SUBARRAY(__pyx_v_self);
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+
+ /* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":307
+ * # this field via the inline helper method PyDataType_SHAPE.
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+ /* function exit code */
+ __pyx_L0:;
+ return __pyx_r;
+}
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":311
+ *
+ * @property
+ * cdef inline npy_uint64 flags(self) noexcept nogil: # <<<<<<<<<<<<<<
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+static CYTHON_INLINE npy_uint64 __pyx_f_5numpy_5dtype_5flags_flags(PyArray_Descr *__pyx_v_self) {
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+ /* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":313
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+ goto __pyx_L0;
+
+ /* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":311
+ *
+ * @property
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+ * """The data types flags."""
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+ */
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+ /* function exit code */
+ __pyx_L0:;
+ return __pyx_r;
+}
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":323
+ *
+ * @property
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+ * return PyArray_MultiIter_NUMITER(self)
+ */
+
+static CYTHON_INLINE int __pyx_f_5numpy_9broadcast_7numiter_numiter(PyArrayMultiIterObject *__pyx_v_self) {
+ int __pyx_r;
+
+ /* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":325
+ * cdef inline int numiter(self) noexcept nogil:
+ * """The number of arrays that need to be broadcast to the same shape."""
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+ __pyx_r = PyArray_MultiIter_NUMITER(__pyx_v_self);
+ goto __pyx_L0;
+
+ /* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":323
+ *
+ * @property
+ * cdef inline int numiter(self) noexcept nogil: # <<<<<<<<<<<<<<
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+ /* function exit code */
+ __pyx_L0:;
+ return __pyx_r;
+}
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":328
+ *
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+ * return PyArray_MultiIter_SIZE(self)
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+static CYTHON_INLINE npy_intp __pyx_f_5numpy_9broadcast_4size_size(PyArrayMultiIterObject *__pyx_v_self) {
+ npy_intp __pyx_r;
+
+ /* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":330
+ * cdef inline npy_intp size(self) noexcept nogil:
+ * """The total broadcasted size."""
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+
+ /* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":328
+ *
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+}
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":333
+ *
+ * @property
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+ * """The current (1-d) index into the broadcasted result."""
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+
+static CYTHON_INLINE npy_intp __pyx_f_5numpy_9broadcast_5index_index(PyArrayMultiIterObject *__pyx_v_self) {
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+
+ /* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":335
+ * cdef inline npy_intp index(self) noexcept nogil:
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+ *
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+ __pyx_r = PyArray_MultiIter_INDEX(__pyx_v_self);
+ goto __pyx_L0;
+
+ /* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":333
+ *
+ * @property
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+}
+
+/* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":338
+ *
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+ * cdef inline int nd(self) noexcept nogil: # <<<<<<<<<<<<<<
+ * """The number of dimensions in the broadcasted result."""
+ * return PyArray_MultiIter_NDIM(self)
+ */
+
+static CYTHON_INLINE int __pyx_f_5numpy_9broadcast_2nd_nd(PyArrayMultiIterObject *__pyx_v_self) {
+ int __pyx_r;
+
+ /* "../../../.local/lib/python3.10/site-packages/numpy/__init__.cython-30.pxd":340
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+ * """The number of dimensions in the broadcasted result."""
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+} /* anonymous namespace */
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+ /* "src/onlinemid/runningstats/runningstats.pyx":77
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+}
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+ *tb = ((PyBaseExceptionObject*) exc_value)->traceback;
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+}
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+ return PyObject_GetAttr(obj, attr_name);
+}
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+
+/* PyObjectGetAttrStrNoError */
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+static void __Pyx_PyObject_GetAttrStr_ClearAttributeError(void) {
+ __Pyx_PyThreadState_declare
+ __Pyx_PyThreadState_assign
+ if (likely(__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
+ __Pyx_PyErr_Clear();
+}
+#endif
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name) {
+ PyObject *result;
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+#if CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_TYPE_SLOTS && PY_VERSION_HEX >= 0x030700B1
+ PyTypeObject* tp = Py_TYPE(obj);
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+ result = __Pyx_PyObject_GetAttrStr(obj, attr_name);
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+ __Pyx_PyObject_GetAttrStr_ClearAttributeError();
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+ return result;
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+}
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+ PyObject* result = __Pyx_PyObject_GetAttrStrNoError(__pyx_b, name);
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+ PyErr_Format(PyExc_NameError,
+#if PY_MAJOR_VERSION >= 3
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+ }
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+}
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+static _PyErr_StackItem *
+__Pyx_PyErr_GetTopmostException(PyThreadState *tstate)
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+ _PyErr_StackItem *exc_info = tstate->exc_info;
+ while ((exc_info->exc_value == NULL || exc_info->exc_value == Py_None) &&
+ exc_info->previous_item != NULL)
+ {
+ exc_info = exc_info->previous_item;
+ }
+ return exc_info;
+}
+#endif
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+/* SaveResetException */
+#if CYTHON_FAST_THREAD_STATE
+static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
+ #if CYTHON_USE_EXC_INFO_STACK && PY_VERSION_HEX >= 0x030B00a4
+ _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate);
+ PyObject *exc_value = exc_info->exc_value;
+ if (exc_value == NULL || exc_value == Py_None) {
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+ *type = NULL;
+ *tb = NULL;
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+ *type = (PyObject*) Py_TYPE(exc_value);
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+ #elif CYTHON_USE_EXC_INFO_STACK
+ _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate);
+ *type = exc_info->exc_type;
+ *value = exc_info->exc_value;
+ *tb = exc_info->exc_traceback;
+ Py_XINCREF(*type);
+ Py_XINCREF(*value);
+ Py_XINCREF(*tb);
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+ Py_XINCREF(*type);
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+}
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+ PyObject *tmp_value = exc_info->exc_value;
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+ _PyErr_StackItem *exc_info = tstate->exc_info;
+ tmp_type = exc_info->exc_type;
+ tmp_value = exc_info->exc_value;
+ tmp_tb = exc_info->exc_traceback;
+ exc_info->exc_type = type;
+ exc_info->exc_value = value;
+ exc_info->exc_traceback = tb;
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+ tmp_type = tstate->exc_type;
+ tmp_value = tstate->exc_value;
+ tmp_tb = tstate->exc_traceback;
+ tstate->exc_type = type;
+ tstate->exc_value = value;
+ tstate->exc_traceback = tb;
+ #endif
+ Py_XDECREF(tmp_type);
+ Py_XDECREF(tmp_value);
+ Py_XDECREF(tmp_tb);
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+}
+#endif
+
+/* GetException */
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+static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb)
+#else
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+#endif
+{
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+#if CYTHON_FAST_THREAD_STATE
+ PyObject *tmp_type, *tmp_value, *tmp_tb;
+ #if PY_VERSION_HEX >= 0x030C00A6
+ local_value = tstate->current_exception;
+ tstate->current_exception = 0;
+ if (likely(local_value)) {
+ local_type = (PyObject*) Py_TYPE(local_value);
+ Py_INCREF(local_type);
+ local_tb = PyException_GetTraceback(local_value);
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+ #else
+ local_type = tstate->curexc_type;
+ local_value = tstate->curexc_value;
+ local_tb = tstate->curexc_traceback;
+ tstate->curexc_type = 0;
+ tstate->curexc_value = 0;
+ tstate->curexc_traceback = 0;
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+ PyErr_Fetch(&local_type, &local_value, &local_tb);
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+ PyErr_NormalizeException(&local_type, &local_value, &local_tb);
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+ if (unlikely(tstate->current_exception))
+#elif CYTHON_FAST_THREAD_STATE
+ if (unlikely(tstate->curexc_type))
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+ if (unlikely(PyErr_Occurred()))
+#endif
+ goto bad;
+ #if PY_MAJOR_VERSION >= 3
+ if (local_tb) {
+ if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0))
+ goto bad;
+ }
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+ Py_XINCREF(local_tb);
+ Py_XINCREF(local_type);
+ Py_XINCREF(local_value);
+ *type = local_type;
+ *value = local_value;
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+#if CYTHON_FAST_THREAD_STATE
+ #if CYTHON_USE_EXC_INFO_STACK
+ {
+ _PyErr_StackItem *exc_info = tstate->exc_info;
+ #if PY_VERSION_HEX >= 0x030B00a4
+ tmp_value = exc_info->exc_value;
+ exc_info->exc_value = local_value;
+ tmp_type = NULL;
+ tmp_tb = NULL;
+ Py_XDECREF(local_type);
+ Py_XDECREF(local_tb);
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+ tmp_type = exc_info->exc_type;
+ tmp_value = exc_info->exc_value;
+ tmp_tb = exc_info->exc_traceback;
+ exc_info->exc_type = local_type;
+ exc_info->exc_value = local_value;
+ exc_info->exc_traceback = local_tb;
+ #endif
+ }
+ #else
+ tmp_type = tstate->exc_type;
+ tmp_value = tstate->exc_value;
+ tmp_tb = tstate->exc_traceback;
+ tstate->exc_type = local_type;
+ tstate->exc_value = local_value;
+ tstate->exc_traceback = local_tb;
+ #endif
+ Py_XDECREF(tmp_type);
+ Py_XDECREF(tmp_value);
+ Py_XDECREF(tmp_tb);
+#else
+ PyErr_SetExcInfo(local_type, local_value, local_tb);
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+ return 0;
+bad:
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+ *value = 0;
+ *tb = 0;
+ Py_XDECREF(local_type);
+ Py_XDECREF(local_value);
+ Py_XDECREF(local_tb);
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+}
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+/* PyObjectCall */
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+static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) {
+ PyObject *result;
+ ternaryfunc call = Py_TYPE(func)->tp_call;
+ if (unlikely(!call))
+ return PyObject_Call(func, arg, kw);
+ #if PY_MAJOR_VERSION < 3
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+ #else
+ if (unlikely(Py_EnterRecursiveCall(" while calling a Python object")))
+ return NULL;
+ #endif
+ result = (*call)(func, arg, kw);
+ Py_LeaveRecursiveCall();
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+ PyErr_SetString(
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+}
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+static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) {
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+ tb = NULL;
+ else {
+ Py_INCREF(tb);
+ if (!PyTraceBack_Check(tb)) {
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+ if (!value) {
+ Py_INCREF(Py_None);
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+ PyErr_NormalizeException(&type, &value, &tb);
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+ PyErr_SetString(PyExc_TypeError,
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+ type = (PyObject*) Py_TYPE(type);
+ Py_INCREF(type);
+ if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) {
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+ __Pyx_PyThreadState_assign
+ __Pyx_ErrRestore(type, value, tb);
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+raise_error:
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+ Py_XDECREF(type);
+ Py_XDECREF(tb);
+ return;
+}
+#else
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+ if (tb == Py_None) {
+ tb = 0;
+ } else if (tb && !PyTraceBack_Check(tb)) {
+ PyErr_SetString(PyExc_TypeError,
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+ PyErr_SetString(PyExc_TypeError,
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+ if (value && PyExceptionInstance_Check(value)) {
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+ int is_subclass = PyObject_IsSubclass(instance_class, type);
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+ instance_class = NULL;
+ } else if (unlikely(is_subclass == -1)) {
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+ }
+ if (!instance_class) {
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+ if (!value)
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+ Py_INCREF(value);
+ args = value;
+ } else
+ args = PyTuple_Pack(1, value);
+ if (!args)
+ goto bad;
+ owned_instance = PyObject_Call(type, args, NULL);
+ Py_DECREF(args);
+ if (!owned_instance)
+ goto bad;
+ value = owned_instance;
+ if (!PyExceptionInstance_Check(value)) {
+ PyErr_Format(PyExc_TypeError,
+ "calling %R should have returned an instance of "
+ "BaseException, not %R",
+ type, Py_TYPE(value));
+ goto bad;
+ }
+ }
+ } else {
+ PyErr_SetString(PyExc_TypeError,
+ "raise: exception class must be a subclass of BaseException");
+ goto bad;
+ }
+ if (cause) {
+ PyObject *fixed_cause;
+ if (cause == Py_None) {
+ fixed_cause = NULL;
+ } else if (PyExceptionClass_Check(cause)) {
+ fixed_cause = PyObject_CallObject(cause, NULL);
+ if (fixed_cause == NULL)
+ goto bad;
+ } else if (PyExceptionInstance_Check(cause)) {
+ fixed_cause = cause;
+ Py_INCREF(fixed_cause);
+ } else {
+ PyErr_SetString(PyExc_TypeError,
+ "exception causes must derive from "
+ "BaseException");
+ goto bad;
+ }
+ PyException_SetCause(value, fixed_cause);
+ }
+ PyErr_SetObject(type, value);
+ if (tb) {
+ #if PY_VERSION_HEX >= 0x030C00A6
+ PyException_SetTraceback(value, tb);
+ #elif CYTHON_FAST_THREAD_STATE
+ PyThreadState *tstate = __Pyx_PyThreadState_Current;
+ PyObject* tmp_tb = tstate->curexc_traceback;
+ if (tb != tmp_tb) {
+ Py_INCREF(tb);
+ tstate->curexc_traceback = tb;
+ Py_XDECREF(tmp_tb);
+ }
+#else
+ PyObject *tmp_type, *tmp_value, *tmp_tb;
+ PyErr_Fetch(&tmp_type, &tmp_value, &tmp_tb);
+ Py_INCREF(tb);
+ PyErr_Restore(tmp_type, tmp_value, tb);
+ Py_XDECREF(tmp_tb);
+#endif
+ }
+bad:
+ Py_XDECREF(owned_instance);
+ return;
+}
+#endif
+
+/* IsLittleEndian */
+static CYTHON_INLINE int __Pyx_Is_Little_Endian(void)
+{
+ union {
+ uint32_t u32;
+ uint8_t u8[4];
+ } S;
+ S.u32 = 0x01020304;
+ return S.u8[0] == 4;
+}
+
+/* BufferFormatCheck */
+static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx,
+ __Pyx_BufFmt_StackElem* stack,
+ __Pyx_TypeInfo* type) {
+ stack[0].field = &ctx->root;
+ stack[0].parent_offset = 0;
+ ctx->root.type = type;
+ ctx->root.name = "buffer dtype";
+ ctx->root.offset = 0;
+ ctx->head = stack;
+ ctx->head->field = &ctx->root;
+ ctx->fmt_offset = 0;
+ ctx->head->parent_offset = 0;
+ ctx->new_packmode = '@';
+ ctx->enc_packmode = '@';
+ ctx->new_count = 1;
+ ctx->enc_count = 0;
+ ctx->enc_type = 0;
+ ctx->is_complex = 0;
+ ctx->is_valid_array = 0;
+ ctx->struct_alignment = 0;
+ while (type->typegroup == 'S') {
+ ++ctx->head;
+ ctx->head->field = type->fields;
+ ctx->head->parent_offset = 0;
+ type = type->fields->type;
+ }
+}
+static int __Pyx_BufFmt_ParseNumber(const char** ts) {
+ int count;
+ const char* t = *ts;
+ if (*t < '0' || *t > '9') {
+ return -1;
+ } else {
+ count = *t++ - '0';
+ while (*t >= '0' && *t <= '9') {
+ count *= 10;
+ count += *t++ - '0';
+ }
+ }
+ *ts = t;
+ return count;
+}
+static int __Pyx_BufFmt_ExpectNumber(const char **ts) {
+ int number = __Pyx_BufFmt_ParseNumber(ts);
+ if (number == -1)
+ PyErr_Format(PyExc_ValueError,\
+ "Does not understand character buffer dtype format string ('%c')", **ts);
+ return number;
+}
+static void __Pyx_BufFmt_RaiseUnexpectedChar(char ch) {
+ PyErr_Format(PyExc_ValueError,
+ "Unexpected format string character: '%c'", ch);
+}
+static const char* __Pyx_BufFmt_DescribeTypeChar(char ch, int is_complex) {
+ switch (ch) {
+ case '?': return "'bool'";
+ case 'c': return "'char'";
+ case 'b': return "'signed char'";
+ case 'B': return "'unsigned char'";
+ case 'h': return "'short'";
+ case 'H': return "'unsigned short'";
+ case 'i': return "'int'";
+ case 'I': return "'unsigned int'";
+ case 'l': return "'long'";
+ case 'L': return "'unsigned long'";
+ case 'q': return "'long long'";
+ case 'Q': return "'unsigned long long'";
+ case 'f': return (is_complex ? "'complex float'" : "'float'");
+ case 'd': return (is_complex ? "'complex double'" : "'double'");
+ case 'g': return (is_complex ? "'complex long double'" : "'long double'");
+ case 'T': return "a struct";
+ case 'O': return "Python object";
+ case 'P': return "a pointer";
+ case 's': case 'p': return "a string";
+ case 0: return "end";
+ default: return "unparsable format string";
+ }
+}
+static size_t __Pyx_BufFmt_TypeCharToStandardSize(char ch, int is_complex) {
+ switch (ch) {
+ case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
+ case 'h': case 'H': return 2;
+ case 'i': case 'I': case 'l': case 'L': return 4;
+ case 'q': case 'Q': return 8;
+ case 'f': return (is_complex ? 8 : 4);
+ case 'd': return (is_complex ? 16 : 8);
+ case 'g': {
+ PyErr_SetString(PyExc_ValueError, "Python does not define a standard format string size for long double ('g')..");
+ return 0;
+ }
+ case 'O': case 'P': return sizeof(void*);
+ default:
+ __Pyx_BufFmt_RaiseUnexpectedChar(ch);
+ return 0;
+ }
+}
+static size_t __Pyx_BufFmt_TypeCharToNativeSize(char ch, int is_complex) {
+ switch (ch) {
+ case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
+ case 'h': case 'H': return sizeof(short);
+ case 'i': case 'I': return sizeof(int);
+ case 'l': case 'L': return sizeof(long);
+ #ifdef HAVE_LONG_LONG
+ case 'q': case 'Q': return sizeof(PY_LONG_LONG);
+ #endif
+ case 'f': return sizeof(float) * (is_complex ? 2 : 1);
+ case 'd': return sizeof(double) * (is_complex ? 2 : 1);
+ case 'g': return sizeof(long double) * (is_complex ? 2 : 1);
+ case 'O': case 'P': return sizeof(void*);
+ default: {
+ __Pyx_BufFmt_RaiseUnexpectedChar(ch);
+ return 0;
+ }
+ }
+}
+typedef struct { char c; short x; } __Pyx_st_short;
+typedef struct { char c; int x; } __Pyx_st_int;
+typedef struct { char c; long x; } __Pyx_st_long;
+typedef struct { char c; float x; } __Pyx_st_float;
+typedef struct { char c; double x; } __Pyx_st_double;
+typedef struct { char c; long double x; } __Pyx_st_longdouble;
+typedef struct { char c; void *x; } __Pyx_st_void_p;
+#ifdef HAVE_LONG_LONG
+typedef struct { char c; PY_LONG_LONG x; } __Pyx_st_longlong;
+#endif
+static size_t __Pyx_BufFmt_TypeCharToAlignment(char ch, int is_complex) {
+ CYTHON_UNUSED_VAR(is_complex);
+ switch (ch) {
+ case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
+ case 'h': case 'H': return sizeof(__Pyx_st_short) - sizeof(short);
+ case 'i': case 'I': return sizeof(__Pyx_st_int) - sizeof(int);
+ case 'l': case 'L': return sizeof(__Pyx_st_long) - sizeof(long);
+#ifdef HAVE_LONG_LONG
+ case 'q': case 'Q': return sizeof(__Pyx_st_longlong) - sizeof(PY_LONG_LONG);
+#endif
+ case 'f': return sizeof(__Pyx_st_float) - sizeof(float);
+ case 'd': return sizeof(__Pyx_st_double) - sizeof(double);
+ case 'g': return sizeof(__Pyx_st_longdouble) - sizeof(long double);
+ case 'P': case 'O': return sizeof(__Pyx_st_void_p) - sizeof(void*);
+ default:
+ __Pyx_BufFmt_RaiseUnexpectedChar(ch);
+ return 0;
+ }
+}
+/* These are for computing the padding at the end of the struct to align
+ on the first member of the struct. This will probably the same as above,
+ but we don't have any guarantees.
+ */
+typedef struct { short x; char c; } __Pyx_pad_short;
+typedef struct { int x; char c; } __Pyx_pad_int;
+typedef struct { long x; char c; } __Pyx_pad_long;
+typedef struct { float x; char c; } __Pyx_pad_float;
+typedef struct { double x; char c; } __Pyx_pad_double;
+typedef struct { long double x; char c; } __Pyx_pad_longdouble;
+typedef struct { void *x; char c; } __Pyx_pad_void_p;
+#ifdef HAVE_LONG_LONG
+typedef struct { PY_LONG_LONG x; char c; } __Pyx_pad_longlong;
+#endif
+static size_t __Pyx_BufFmt_TypeCharToPadding(char ch, int is_complex) {
+ CYTHON_UNUSED_VAR(is_complex);
+ switch (ch) {
+ case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
+ case 'h': case 'H': return sizeof(__Pyx_pad_short) - sizeof(short);
+ case 'i': case 'I': return sizeof(__Pyx_pad_int) - sizeof(int);
+ case 'l': case 'L': return sizeof(__Pyx_pad_long) - sizeof(long);
+#ifdef HAVE_LONG_LONG
+ case 'q': case 'Q': return sizeof(__Pyx_pad_longlong) - sizeof(PY_LONG_LONG);
+#endif
+ case 'f': return sizeof(__Pyx_pad_float) - sizeof(float);
+ case 'd': return sizeof(__Pyx_pad_double) - sizeof(double);
+ case 'g': return sizeof(__Pyx_pad_longdouble) - sizeof(long double);
+ case 'P': case 'O': return sizeof(__Pyx_pad_void_p) - sizeof(void*);
+ default:
+ __Pyx_BufFmt_RaiseUnexpectedChar(ch);
+ return 0;
+ }
+}
+static char __Pyx_BufFmt_TypeCharToGroup(char ch, int is_complex) {
+ switch (ch) {
+ case 'c':
+ return 'H';
+ case 'b': case 'h': case 'i':
+ case 'l': case 'q': case 's': case 'p':
+ return 'I';
+ case '?': case 'B': case 'H': case 'I': case 'L': case 'Q':
+ return 'U';
+ case 'f': case 'd': case 'g':
+ return (is_complex ? 'C' : 'R');
+ case 'O':
+ return 'O';
+ case 'P':
+ return 'P';
+ default: {
+ __Pyx_BufFmt_RaiseUnexpectedChar(ch);
+ return 0;
+ }
+ }
+}
+static void __Pyx_BufFmt_RaiseExpected(__Pyx_BufFmt_Context* ctx) {
+ if (ctx->head == NULL || ctx->head->field == &ctx->root) {
+ const char* expected;
+ const char* quote;
+ if (ctx->head == NULL) {
+ expected = "end";
+ quote = "";
+ } else {
+ expected = ctx->head->field->type->name;
+ quote = "'";
+ }
+ PyErr_Format(PyExc_ValueError,
+ "Buffer dtype mismatch, expected %s%s%s but got %s",
+ quote, expected, quote,
+ __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex));
+ } else {
+ __Pyx_StructField* field = ctx->head->field;
+ __Pyx_StructField* parent = (ctx->head - 1)->field;
+ PyErr_Format(PyExc_ValueError,
+ "Buffer dtype mismatch, expected '%s' but got %s in '%s.%s'",
+ field->type->name, __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex),
+ parent->type->name, field->name);
+ }
+}
+static int __Pyx_BufFmt_ProcessTypeChunk(__Pyx_BufFmt_Context* ctx) {
+ char group;
+ size_t size, offset, arraysize = 1;
+ if (ctx->enc_type == 0) return 0;
+ if (ctx->head->field->type->arraysize[0]) {
+ int i, ndim = 0;
+ if (ctx->enc_type == 's' || ctx->enc_type == 'p') {
+ ctx->is_valid_array = ctx->head->field->type->ndim == 1;
+ ndim = 1;
+ if (ctx->enc_count != ctx->head->field->type->arraysize[0]) {
+ PyErr_Format(PyExc_ValueError,
+ "Expected a dimension of size %zu, got %zu",
+ ctx->head->field->type->arraysize[0], ctx->enc_count);
+ return -1;
+ }
+ }
+ if (!ctx->is_valid_array) {
+ PyErr_Format(PyExc_ValueError, "Expected %d dimensions, got %d",
+ ctx->head->field->type->ndim, ndim);
+ return -1;
+ }
+ for (i = 0; i < ctx->head->field->type->ndim; i++) {
+ arraysize *= ctx->head->field->type->arraysize[i];
+ }
+ ctx->is_valid_array = 0;
+ ctx->enc_count = 1;
+ }
+ group = __Pyx_BufFmt_TypeCharToGroup(ctx->enc_type, ctx->is_complex);
+ do {
+ __Pyx_StructField* field = ctx->head->field;
+ __Pyx_TypeInfo* type = field->type;
+ if (ctx->enc_packmode == '@' || ctx->enc_packmode == '^') {
+ size = __Pyx_BufFmt_TypeCharToNativeSize(ctx->enc_type, ctx->is_complex);
+ } else {
+ size = __Pyx_BufFmt_TypeCharToStandardSize(ctx->enc_type, ctx->is_complex);
+ }
+ if (ctx->enc_packmode == '@') {
+ size_t align_at = __Pyx_BufFmt_TypeCharToAlignment(ctx->enc_type, ctx->is_complex);
+ size_t align_mod_offset;
+ if (align_at == 0) return -1;
+ align_mod_offset = ctx->fmt_offset % align_at;
+ if (align_mod_offset > 0) ctx->fmt_offset += align_at - align_mod_offset;
+ if (ctx->struct_alignment == 0)
+ ctx->struct_alignment = __Pyx_BufFmt_TypeCharToPadding(ctx->enc_type,
+ ctx->is_complex);
+ }
+ if (type->size != size || type->typegroup != group) {
+ if (type->typegroup == 'C' && type->fields != NULL) {
+ size_t parent_offset = ctx->head->parent_offset + field->offset;
+ ++ctx->head;
+ ctx->head->field = type->fields;
+ ctx->head->parent_offset = parent_offset;
+ continue;
+ }
+ if ((type->typegroup == 'H' || group == 'H') && type->size == size) {
+ } else {
+ __Pyx_BufFmt_RaiseExpected(ctx);
+ return -1;
+ }
+ }
+ offset = ctx->head->parent_offset + field->offset;
+ if (ctx->fmt_offset != offset) {
+ PyErr_Format(PyExc_ValueError,
+ "Buffer dtype mismatch; next field is at offset %" CYTHON_FORMAT_SSIZE_T "d but %" CYTHON_FORMAT_SSIZE_T "d expected",
+ (Py_ssize_t)ctx->fmt_offset, (Py_ssize_t)offset);
+ return -1;
+ }
+ ctx->fmt_offset += size;
+ if (arraysize)
+ ctx->fmt_offset += (arraysize - 1) * size;
+ --ctx->enc_count;
+ while (1) {
+ if (field == &ctx->root) {
+ ctx->head = NULL;
+ if (ctx->enc_count != 0) {
+ __Pyx_BufFmt_RaiseExpected(ctx);
+ return -1;
+ }
+ break;
+ }
+ ctx->head->field = ++field;
+ if (field->type == NULL) {
+ --ctx->head;
+ field = ctx->head->field;
+ continue;
+ } else if (field->type->typegroup == 'S') {
+ size_t parent_offset = ctx->head->parent_offset + field->offset;
+ if (field->type->fields->type == NULL) continue;
+ field = field->type->fields;
+ ++ctx->head;
+ ctx->head->field = field;
+ ctx->head->parent_offset = parent_offset;
+ break;
+ } else {
+ break;
+ }
+ }
+ } while (ctx->enc_count);
+ ctx->enc_type = 0;
+ ctx->is_complex = 0;
+ return 0;
+}
+static int
+__pyx_buffmt_parse_array(__Pyx_BufFmt_Context* ctx, const char** tsp)
+{
+ const char *ts = *tsp;
+ int i = 0, number, ndim;
+ ++ts;
+ if (ctx->new_count != 1) {
+ PyErr_SetString(PyExc_ValueError,
+ "Cannot handle repeated arrays in format string");
+ return -1;
+ }
+ if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return -1;
+ ndim = ctx->head->field->type->ndim;
+ while (*ts && *ts != ')') {
+ switch (*ts) {
+ case ' ': case '\f': case '\r': case '\n': case '\t': case '\v': continue;
+ default: break;
+ }
+ number = __Pyx_BufFmt_ExpectNumber(&ts);
+ if (number == -1) return -1;
+ if (i < ndim && (size_t) number != ctx->head->field->type->arraysize[i]) {
+ PyErr_Format(PyExc_ValueError,
+ "Expected a dimension of size %zu, got %d",
+ ctx->head->field->type->arraysize[i], number);
+ return -1;
+ }
+ if (*ts != ',' && *ts != ')') {
+ PyErr_Format(PyExc_ValueError,
+ "Expected a comma in format string, got '%c'", *ts);
+ return -1;
+ }
+ if (*ts == ',') ts++;
+ i++;
+ }
+ if (i != ndim) {
+ PyErr_Format(PyExc_ValueError, "Expected %d dimension(s), got %d",
+ ctx->head->field->type->ndim, i);
+ return -1;
+ }
+ if (!*ts) {
+ PyErr_SetString(PyExc_ValueError,
+ "Unexpected end of format string, expected ')'");
+ return -1;
+ }
+ ctx->is_valid_array = 1;
+ ctx->new_count = 1;
+ *tsp = ++ts;
+ return 0;
+}
+static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts) {
+ int got_Z = 0;
+ while (1) {
+ switch(*ts) {
+ case 0:
+ if (ctx->enc_type != 0 && ctx->head == NULL) {
+ __Pyx_BufFmt_RaiseExpected(ctx);
+ return NULL;
+ }
+ if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
+ if (ctx->head != NULL) {
+ __Pyx_BufFmt_RaiseExpected(ctx);
+ return NULL;
+ }
+ return ts;
+ case ' ':
+ case '\r':
+ case '\n':
+ ++ts;
+ break;
+ case '<':
+ if (!__Pyx_Is_Little_Endian()) {
+ PyErr_SetString(PyExc_ValueError, "Little-endian buffer not supported on big-endian compiler");
+ return NULL;
+ }
+ ctx->new_packmode = '=';
+ ++ts;
+ break;
+ case '>':
+ case '!':
+ if (__Pyx_Is_Little_Endian()) {
+ PyErr_SetString(PyExc_ValueError, "Big-endian buffer not supported on little-endian compiler");
+ return NULL;
+ }
+ ctx->new_packmode = '=';
+ ++ts;
+ break;
+ case '=':
+ case '@':
+ case '^':
+ ctx->new_packmode = *ts++;
+ break;
+ case 'T':
+ {
+ const char* ts_after_sub;
+ size_t i, struct_count = ctx->new_count;
+ size_t struct_alignment = ctx->struct_alignment;
+ ctx->new_count = 1;
+ ++ts;
+ if (*ts != '{') {
+ PyErr_SetString(PyExc_ValueError, "Buffer acquisition: Expected '{' after 'T'");
+ return NULL;
+ }
+ if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
+ ctx->enc_type = 0;
+ ctx->enc_count = 0;
+ ctx->struct_alignment = 0;
+ ++ts;
+ ts_after_sub = ts;
+ for (i = 0; i != struct_count; ++i) {
+ ts_after_sub = __Pyx_BufFmt_CheckString(ctx, ts);
+ if (!ts_after_sub) return NULL;
+ }
+ ts = ts_after_sub;
+ if (struct_alignment) ctx->struct_alignment = struct_alignment;
+ }
+ break;
+ case '}':
+ {
+ size_t alignment = ctx->struct_alignment;
+ ++ts;
+ if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
+ ctx->enc_type = 0;
+ if (alignment && ctx->fmt_offset % alignment) {
+ ctx->fmt_offset += alignment - (ctx->fmt_offset % alignment);
+ }
+ }
+ return ts;
+ case 'x':
+ if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
+ ctx->fmt_offset += ctx->new_count;
+ ctx->new_count = 1;
+ ctx->enc_count = 0;
+ ctx->enc_type = 0;
+ ctx->enc_packmode = ctx->new_packmode;
+ ++ts;
+ break;
+ case 'Z':
+ got_Z = 1;
+ ++ts;
+ if (*ts != 'f' && *ts != 'd' && *ts != 'g') {
+ __Pyx_BufFmt_RaiseUnexpectedChar('Z');
+ return NULL;
+ }
+ CYTHON_FALLTHROUGH;
+ case '?': case 'c': case 'b': case 'B': case 'h': case 'H': case 'i': case 'I':
+ case 'l': case 'L': case 'q': case 'Q':
+ case 'f': case 'd': case 'g':
+ case 'O': case 'p':
+ if ((ctx->enc_type == *ts) && (got_Z == ctx->is_complex) &&
+ (ctx->enc_packmode == ctx->new_packmode) && (!ctx->is_valid_array)) {
+ ctx->enc_count += ctx->new_count;
+ ctx->new_count = 1;
+ got_Z = 0;
+ ++ts;
+ break;
+ }
+ CYTHON_FALLTHROUGH;
+ case 's':
+ if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
+ ctx->enc_count = ctx->new_count;
+ ctx->enc_packmode = ctx->new_packmode;
+ ctx->enc_type = *ts;
+ ctx->is_complex = got_Z;
+ ++ts;
+ ctx->new_count = 1;
+ got_Z = 0;
+ break;
+ case ':':
+ ++ts;
+ while(*ts != ':') ++ts;
+ ++ts;
+ break;
+ case '(':
+ if (__pyx_buffmt_parse_array(ctx, &ts) < 0) return NULL;
+ break;
+ default:
+ {
+ int number = __Pyx_BufFmt_ExpectNumber(&ts);
+ if (number == -1) return NULL;
+ ctx->new_count = (size_t)number;
+ }
+ }
+ }
+}
+
+/* BufferGetAndValidate */
+ static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info) {
+ if (unlikely(info->buf == NULL)) return;
+ if (info->suboffsets == __Pyx_minusones) info->suboffsets = NULL;
+ __Pyx_ReleaseBuffer(info);
+}
+static void __Pyx_ZeroBuffer(Py_buffer* buf) {
+ buf->buf = NULL;
+ buf->obj = NULL;
+ buf->strides = __Pyx_zeros;
+ buf->shape = __Pyx_zeros;
+ buf->suboffsets = __Pyx_minusones;
+}
+static int __Pyx__GetBufferAndValidate(
+ Py_buffer* buf, PyObject* obj, __Pyx_TypeInfo* dtype, int flags,
+ int nd, int cast, __Pyx_BufFmt_StackElem* stack)
+{
+ buf->buf = NULL;
+ if (unlikely(__Pyx_GetBuffer(obj, buf, flags) == -1)) {
+ __Pyx_ZeroBuffer(buf);
+ return -1;
+ }
+ if (unlikely(buf->ndim != nd)) {
+ PyErr_Format(PyExc_ValueError,
+ "Buffer has wrong number of dimensions (expected %d, got %d)",
+ nd, buf->ndim);
+ goto fail;
+ }
+ if (!cast) {
+ __Pyx_BufFmt_Context ctx;
+ __Pyx_BufFmt_Init(&ctx, stack, dtype);
+ if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail;
+ }
+ if (unlikely((size_t)buf->itemsize != dtype->size)) {
+ PyErr_Format(PyExc_ValueError,
+ "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "d byte%s) does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "d byte%s)",
+ buf->itemsize, (buf->itemsize > 1) ? "s" : "",
+ dtype->name, (Py_ssize_t)dtype->size, (dtype->size > 1) ? "s" : "");
+ goto fail;
+ }
+ if (buf->suboffsets == NULL) buf->suboffsets = __Pyx_minusones;
+ return 0;
+fail:;
+ __Pyx_SafeReleaseBuffer(buf);
+ return -1;
+}
+
+/* BufferIndexError */
+ static void __Pyx_RaiseBufferIndexError(int axis) {
+ PyErr_Format(PyExc_IndexError,
+ "Out of bounds on buffer access (axis %d)", axis);
+}
+
+/* TupleAndListFromArray */
+ #if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE void __Pyx_copy_object_array(PyObject *const *CYTHON_RESTRICT src, PyObject** CYTHON_RESTRICT dest, Py_ssize_t length) {
+ PyObject *v;
+ Py_ssize_t i;
+ for (i = 0; i < length; i++) {
+ v = dest[i] = src[i];
+ Py_INCREF(v);
+ }
+}
+static CYTHON_INLINE PyObject *
+__Pyx_PyTuple_FromArray(PyObject *const *src, Py_ssize_t n)
+{
+ PyObject *res;
+ if (n <= 0) {
+ Py_INCREF(__pyx_empty_tuple);
+ return __pyx_empty_tuple;
+ }
+ res = PyTuple_New(n);
+ if (unlikely(res == NULL)) return NULL;
+ __Pyx_copy_object_array(src, ((PyTupleObject*)res)->ob_item, n);
+ return res;
+}
+static CYTHON_INLINE PyObject *
+__Pyx_PyList_FromArray(PyObject *const *src, Py_ssize_t n)
+{
+ PyObject *res;
+ if (n <= 0) {
+ return PyList_New(0);
+ }
+ res = PyList_New(n);
+ if (unlikely(res == NULL)) return NULL;
+ __Pyx_copy_object_array(src, ((PyListObject*)res)->ob_item, n);
+ return res;
+}
+#endif
+
+/* BytesEquals */
+ static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) {
+#if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API
+ return PyObject_RichCompareBool(s1, s2, equals);
+#else
+ if (s1 == s2) {
+ return (equals == Py_EQ);
+ } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) {
+ const char *ps1, *ps2;
+ Py_ssize_t length = PyBytes_GET_SIZE(s1);
+ if (length != PyBytes_GET_SIZE(s2))
+ return (equals == Py_NE);
+ ps1 = PyBytes_AS_STRING(s1);
+ ps2 = PyBytes_AS_STRING(s2);
+ if (ps1[0] != ps2[0]) {
+ return (equals == Py_NE);
+ } else if (length == 1) {
+ return (equals == Py_EQ);
+ } else {
+ int result;
+#if CYTHON_USE_UNICODE_INTERNALS && (PY_VERSION_HEX < 0x030B0000)
+ Py_hash_t hash1, hash2;
+ hash1 = ((PyBytesObject*)s1)->ob_shash;
+ hash2 = ((PyBytesObject*)s2)->ob_shash;
+ if (hash1 != hash2 && hash1 != -1 && hash2 != -1) {
+ return (equals == Py_NE);
+ }
+#endif
+ result = memcmp(ps1, ps2, (size_t)length);
+ return (equals == Py_EQ) ? (result == 0) : (result != 0);
+ }
+ } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) {
+ return (equals == Py_NE);
+ } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) {
+ return (equals == Py_NE);
+ } else {
+ int result;
+ PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
+ if (!py_result)
+ return -1;
+ result = __Pyx_PyObject_IsTrue(py_result);
+ Py_DECREF(py_result);
+ return result;
+ }
+#endif
+}
+
+/* UnicodeEquals */
+ static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) {
+#if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API
+ return PyObject_RichCompareBool(s1, s2, equals);
+#else
+#if PY_MAJOR_VERSION < 3
+ PyObject* owned_ref = NULL;
+#endif
+ int s1_is_unicode, s2_is_unicode;
+ if (s1 == s2) {
+ goto return_eq;
+ }
+ s1_is_unicode = PyUnicode_CheckExact(s1);
+ s2_is_unicode = PyUnicode_CheckExact(s2);
+#if PY_MAJOR_VERSION < 3
+ if ((s1_is_unicode & (!s2_is_unicode)) && PyString_CheckExact(s2)) {
+ owned_ref = PyUnicode_FromObject(s2);
+ if (unlikely(!owned_ref))
+ return -1;
+ s2 = owned_ref;
+ s2_is_unicode = 1;
+ } else if ((s2_is_unicode & (!s1_is_unicode)) && PyString_CheckExact(s1)) {
+ owned_ref = PyUnicode_FromObject(s1);
+ if (unlikely(!owned_ref))
+ return -1;
+ s1 = owned_ref;
+ s1_is_unicode = 1;
+ } else if (((!s2_is_unicode) & (!s1_is_unicode))) {
+ return __Pyx_PyBytes_Equals(s1, s2, equals);
+ }
+#endif
+ if (s1_is_unicode & s2_is_unicode) {
+ Py_ssize_t length;
+ int kind;
+ void *data1, *data2;
+ if (unlikely(__Pyx_PyUnicode_READY(s1) < 0) || unlikely(__Pyx_PyUnicode_READY(s2) < 0))
+ return -1;
+ length = __Pyx_PyUnicode_GET_LENGTH(s1);
+ if (length != __Pyx_PyUnicode_GET_LENGTH(s2)) {
+ goto return_ne;
+ }
+#if CYTHON_USE_UNICODE_INTERNALS
+ {
+ Py_hash_t hash1, hash2;
+ #if CYTHON_PEP393_ENABLED
+ hash1 = ((PyASCIIObject*)s1)->hash;
+ hash2 = ((PyASCIIObject*)s2)->hash;
+ #else
+ hash1 = ((PyUnicodeObject*)s1)->hash;
+ hash2 = ((PyUnicodeObject*)s2)->hash;
+ #endif
+ if (hash1 != hash2 && hash1 != -1 && hash2 != -1) {
+ goto return_ne;
+ }
+ }
+#endif
+ kind = __Pyx_PyUnicode_KIND(s1);
+ if (kind != __Pyx_PyUnicode_KIND(s2)) {
+ goto return_ne;
+ }
+ data1 = __Pyx_PyUnicode_DATA(s1);
+ data2 = __Pyx_PyUnicode_DATA(s2);
+ if (__Pyx_PyUnicode_READ(kind, data1, 0) != __Pyx_PyUnicode_READ(kind, data2, 0)) {
+ goto return_ne;
+ } else if (length == 1) {
+ goto return_eq;
+ } else {
+ int result = memcmp(data1, data2, (size_t)(length * kind));
+ #if PY_MAJOR_VERSION < 3
+ Py_XDECREF(owned_ref);
+ #endif
+ return (equals == Py_EQ) ? (result == 0) : (result != 0);
+ }
+ } else if ((s1 == Py_None) & s2_is_unicode) {
+ goto return_ne;
+ } else if ((s2 == Py_None) & s1_is_unicode) {
+ goto return_ne;
+ } else {
+ int result;
+ PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
+ #if PY_MAJOR_VERSION < 3
+ Py_XDECREF(owned_ref);
+ #endif
+ if (!py_result)
+ return -1;
+ result = __Pyx_PyObject_IsTrue(py_result);
+ Py_DECREF(py_result);
+ return result;
+ }
+return_eq:
+ #if PY_MAJOR_VERSION < 3
+ Py_XDECREF(owned_ref);
+ #endif
+ return (equals == Py_EQ);
+return_ne:
+ #if PY_MAJOR_VERSION < 3
+ Py_XDECREF(owned_ref);
+ #endif
+ return (equals == Py_NE);
+#endif
+}
+
+/* fastcall */
+ #if CYTHON_METH_FASTCALL
+static CYTHON_INLINE PyObject * __Pyx_GetKwValue_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues, PyObject *s)
+{
+ Py_ssize_t i, n = PyTuple_GET_SIZE(kwnames);
+ for (i = 0; i < n; i++)
+ {
+ if (s == PyTuple_GET_ITEM(kwnames, i)) return kwvalues[i];
+ }
+ for (i = 0; i < n; i++)
+ {
+ int eq = __Pyx_PyUnicode_Equals(s, PyTuple_GET_ITEM(kwnames, i), Py_EQ);
+ if (unlikely(eq != 0)) {
+ if (unlikely(eq < 0)) return NULL;
+ return kwvalues[i];
+ }
+ }
+ return NULL;
+}
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030d0000
+CYTHON_UNUSED static PyObject *__Pyx_KwargsAsDict_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues) {
+ Py_ssize_t i, nkwargs = PyTuple_GET_SIZE(kwnames);
+ PyObject *dict;
+ dict = PyDict_New();
+ if (unlikely(!dict))
+ return NULL;
+ for (i=0; i<nkwargs; i++) {
+ PyObject *key = PyTuple_GET_ITEM(kwnames, i);
+ if (unlikely(PyDict_SetItem(dict, key, kwvalues[i]) < 0))
+ goto bad;
+ }
+ return dict;
+bad:
+ Py_DECREF(dict);
+ return NULL;
+}
+#endif
+#endif
+
+/* RaiseArgTupleInvalid */
+ static void __Pyx_RaiseArgtupleInvalid(
+ const char* func_name,
+ int exact,
+ Py_ssize_t num_min,
+ Py_ssize_t num_max,
+ Py_ssize_t num_found)
+{
+ Py_ssize_t num_expected;
+ const char *more_or_less;
+ if (num_found < num_min) {
+ num_expected = num_min;
+ more_or_less = "at least";
+ } else {
+ num_expected = num_max;
+ more_or_less = "at most";
+ }
+ if (exact) {
+ more_or_less = "exactly";
+ }
+ PyErr_Format(PyExc_TypeError,
+ "%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)",
+ func_name, more_or_less, num_expected,
+ (num_expected == 1) ? "" : "s", num_found);
+}
+
+/* RaiseDoubleKeywords */
+ static void __Pyx_RaiseDoubleKeywordsError(
+ const char* func_name,
+ PyObject* kw_name)
+{
+ PyErr_Format(PyExc_TypeError,
+ #if PY_MAJOR_VERSION >= 3
+ "%s() got multiple values for keyword argument '%U'", func_name, kw_name);
+ #else
+ "%s() got multiple values for keyword argument '%s'", func_name,
+ PyString_AsString(kw_name));
+ #endif
+}
+
+/* ParseKeywords */
+ static int __Pyx_ParseOptionalKeywords(
+ PyObject *kwds,
+ PyObject *const *kwvalues,
+ PyObject **argnames[],
+ PyObject *kwds2,
+ PyObject *values[],
+ Py_ssize_t num_pos_args,
+ const char* function_name)
+{
+ PyObject *key = 0, *value = 0;
+ Py_ssize_t pos = 0;
+ PyObject*** name;
+ PyObject*** first_kw_arg = argnames + num_pos_args;
+ int kwds_is_tuple = CYTHON_METH_FASTCALL && likely(PyTuple_Check(kwds));
+ while (1) {
+ Py_XDECREF(key); key = NULL;
+ Py_XDECREF(value); value = NULL;
+ if (kwds_is_tuple) {
+ Py_ssize_t size;
+#if CYTHON_ASSUME_SAFE_MACROS
+ size = PyTuple_GET_SIZE(kwds);
+#else
+ size = PyTuple_Size(kwds);
+ if (size < 0) goto bad;
+#endif
+ if (pos >= size) break;
+#if CYTHON_AVOID_BORROWED_REFS
+ key = __Pyx_PySequence_ITEM(kwds, pos);
+ if (!key) goto bad;
+#elif CYTHON_ASSUME_SAFE_MACROS
+ key = PyTuple_GET_ITEM(kwds, pos);
+#else
+ key = PyTuple_GetItem(kwds, pos);
+ if (!key) goto bad;
+#endif
+ value = kwvalues[pos];
+ pos++;
+ }
+ else
+ {
+ if (!PyDict_Next(kwds, &pos, &key, &value)) break;
+#if CYTHON_AVOID_BORROWED_REFS
+ Py_INCREF(key);
+#endif
+ }
+ name = first_kw_arg;
+ while (*name && (**name != key)) name++;
+ if (*name) {
+ values[name-argnames] = value;
+#if CYTHON_AVOID_BORROWED_REFS
+ Py_INCREF(value);
+ Py_DECREF(key);
+#endif
+ key = NULL;
+ value = NULL;
+ continue;
+ }
+#if !CYTHON_AVOID_BORROWED_REFS
+ Py_INCREF(key);
+#endif
+ Py_INCREF(value);
+ name = first_kw_arg;
+ #if PY_MAJOR_VERSION < 3
+ if (likely(PyString_Check(key))) {
+ while (*name) {
+ if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key))
+ && _PyString_Eq(**name, key)) {
+ values[name-argnames] = value;
+#if CYTHON_AVOID_BORROWED_REFS
+ value = NULL;
+#endif
+ break;
+ }
+ name++;
+ }
+ if (*name) continue;
+ else {
+ PyObject*** argname = argnames;
+ while (argname != first_kw_arg) {
+ if ((**argname == key) || (
+ (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key))
+ && _PyString_Eq(**argname, key))) {
+ goto arg_passed_twice;
+ }
+ argname++;
+ }
+ }
+ } else
+ #endif
+ if (likely(PyUnicode_Check(key))) {
+ while (*name) {
+ int cmp = (
+ #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
+ (__Pyx_PyUnicode_GET_LENGTH(**name) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 :
+ #endif
+ PyUnicode_Compare(**name, key)
+ );
+ if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
+ if (cmp == 0) {
+ values[name-argnames] = value;
+#if CYTHON_AVOID_BORROWED_REFS
+ value = NULL;
+#endif
+ break;
+ }
+ name++;
+ }
+ if (*name) continue;
+ else {
+ PyObject*** argname = argnames;
+ while (argname != first_kw_arg) {
+ int cmp = (**argname == key) ? 0 :
+ #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
+ (__Pyx_PyUnicode_GET_LENGTH(**argname) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 :
+ #endif
+ PyUnicode_Compare(**argname, key);
+ if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
+ if (cmp == 0) goto arg_passed_twice;
+ argname++;
+ }
+ }
+ } else
+ goto invalid_keyword_type;
+ if (kwds2) {
+ if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad;
+ } else {
+ goto invalid_keyword;
+ }
+ }
+ Py_XDECREF(key);
+ Py_XDECREF(value);
+ return 0;
+arg_passed_twice:
+ __Pyx_RaiseDoubleKeywordsError(function_name, key);
+ goto bad;
+invalid_keyword_type:
+ PyErr_Format(PyExc_TypeError,
+ "%.200s() keywords must be strings", function_name);
+ goto bad;
+invalid_keyword:
+ #if PY_MAJOR_VERSION < 3
+ PyErr_Format(PyExc_TypeError,
+ "%.200s() got an unexpected keyword argument '%.200s'",
+ function_name, PyString_AsString(key));
+ #else
+ PyErr_Format(PyExc_TypeError,
+ "%s() got an unexpected keyword argument '%U'",
+ function_name, key);
+ #endif
+bad:
+ Py_XDECREF(key);
+ Py_XDECREF(value);
+ return -1;
+}
+
+/* ArgTypeTest */
+ static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact)
+{
+ __Pyx_TypeName type_name;
+ __Pyx_TypeName obj_type_name;
+ if (unlikely(!type)) {
+ PyErr_SetString(PyExc_SystemError, "Missing type object");
+ return 0;
+ }
+ else if (exact) {
+ #if PY_MAJOR_VERSION == 2
+ if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1;
+ #endif
+ }
+ else {
+ if (likely(__Pyx_TypeCheck(obj, type))) return 1;
+ }
+ type_name = __Pyx_PyType_GetName(type);
+ obj_type_name = __Pyx_PyType_GetName(Py_TYPE(obj));
+ PyErr_Format(PyExc_TypeError,
+ "Argument '%.200s' has incorrect type (expected " __Pyx_FMT_TYPENAME
+ ", got " __Pyx_FMT_TYPENAME ")", name, type_name, obj_type_name);
+ __Pyx_DECREF_TypeName(type_name);
+ __Pyx_DECREF_TypeName(obj_type_name);
+ return 0;
+}
+
+/* TypeImport */
+ #ifndef __PYX_HAVE_RT_ImportType_3_0_11
+#define __PYX_HAVE_RT_ImportType_3_0_11
+static PyTypeObject *__Pyx_ImportType_3_0_11(PyObject *module, const char *module_name, const char *class_name,
+ size_t size, size_t alignment, enum __Pyx_ImportType_CheckSize_3_0_11 check_size)
+{
+ PyObject *result = 0;
+ char warning[200];
+ Py_ssize_t basicsize;
+ Py_ssize_t itemsize;
+#if CYTHON_COMPILING_IN_LIMITED_API
+ PyObject *py_basicsize;
+ PyObject *py_itemsize;
+#endif
+ result = PyObject_GetAttrString(module, class_name);
+ if (!result)
+ goto bad;
+ if (!PyType_Check(result)) {
+ PyErr_Format(PyExc_TypeError,
+ "%.200s.%.200s is not a type object",
+ module_name, class_name);
+ goto bad;
+ }
+#if !CYTHON_COMPILING_IN_LIMITED_API
+ basicsize = ((PyTypeObject *)result)->tp_basicsize;
+ itemsize = ((PyTypeObject *)result)->tp_itemsize;
+#else
+ py_basicsize = PyObject_GetAttrString(result, "__basicsize__");
+ if (!py_basicsize)
+ goto bad;
+ basicsize = PyLong_AsSsize_t(py_basicsize);
+ Py_DECREF(py_basicsize);
+ py_basicsize = 0;
+ if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred())
+ goto bad;
+ py_itemsize = PyObject_GetAttrString(result, "__itemsize__");
+ if (!py_itemsize)
+ goto bad;
+ itemsize = PyLong_AsSsize_t(py_itemsize);
+ Py_DECREF(py_itemsize);
+ py_itemsize = 0;
+ if (itemsize == (Py_ssize_t)-1 && PyErr_Occurred())
+ goto bad;
+#endif
+ if (itemsize) {
+ if (size % alignment) {
+ alignment = size % alignment;
+ }
+ if (itemsize < (Py_ssize_t)alignment)
+ itemsize = (Py_ssize_t)alignment;
+ }
+ if ((size_t)(basicsize + itemsize) < size) {
+ PyErr_Format(PyExc_ValueError,
+ "%.200s.%.200s size changed, may indicate binary incompatibility. "
+ "Expected %zd from C header, got %zd from PyObject",
+ module_name, class_name, size, basicsize+itemsize);
+ goto bad;
+ }
+ if (check_size == __Pyx_ImportType_CheckSize_Error_3_0_11 &&
+ ((size_t)basicsize > size || (size_t)(basicsize + itemsize) < size)) {
+ PyErr_Format(PyExc_ValueError,
+ "%.200s.%.200s size changed, may indicate binary incompatibility. "
+ "Expected %zd from C header, got %zd-%zd from PyObject",
+ module_name, class_name, size, basicsize, basicsize+itemsize);
+ goto bad;
+ }
+ else if (check_size == __Pyx_ImportType_CheckSize_Warn_3_0_11 && (size_t)basicsize > size) {
+ PyOS_snprintf(warning, sizeof(warning),
+ "%s.%s size changed, may indicate binary incompatibility. "
+ "Expected %zd from C header, got %zd from PyObject",
+ module_name, class_name, size, basicsize);
+ if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad;
+ }
+ return (PyTypeObject *)result;
+bad:
+ Py_XDECREF(result);
+ return NULL;
+}
+#endif
+
+/* Import */
+ static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) {
+ PyObject *module = 0;
+ PyObject *empty_dict = 0;
+ PyObject *empty_list = 0;
+ #if PY_MAJOR_VERSION < 3
+ PyObject *py_import;
+ py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import);
+ if (unlikely(!py_import))
+ goto bad;
+ if (!from_list) {
+ empty_list = PyList_New(0);
+ if (unlikely(!empty_list))
+ goto bad;
+ from_list = empty_list;
+ }
+ #endif
+ empty_dict = PyDict_New();
+ if (unlikely(!empty_dict))
+ goto bad;
+ {
+ #if PY_MAJOR_VERSION >= 3
+ if (level == -1) {
+ if (strchr(__Pyx_MODULE_NAME, '.') != NULL) {
+ module = PyImport_ImportModuleLevelObject(
+ name, __pyx_d, empty_dict, from_list, 1);
+ if (unlikely(!module)) {
+ if (unlikely(!PyErr_ExceptionMatches(PyExc_ImportError)))
+ goto bad;
+ PyErr_Clear();
+ }
+ }
+ level = 0;
+ }
+ #endif
+ if (!module) {
+ #if PY_MAJOR_VERSION < 3
+ PyObject *py_level = PyInt_FromLong(level);
+ if (unlikely(!py_level))
+ goto bad;
+ module = PyObject_CallFunctionObjArgs(py_import,
+ name, __pyx_d, empty_dict, from_list, py_level, (PyObject *)NULL);
+ Py_DECREF(py_level);
+ #else
+ module = PyImport_ImportModuleLevelObject(
+ name, __pyx_d, empty_dict, from_list, level);
+ #endif
+ }
+ }
+bad:
+ Py_XDECREF(empty_dict);
+ Py_XDECREF(empty_list);
+ #if PY_MAJOR_VERSION < 3
+ Py_XDECREF(py_import);
+ #endif
+ return module;
+}
+
+/* ImportDottedModule */
+ #if PY_MAJOR_VERSION >= 3
+static PyObject *__Pyx__ImportDottedModule_Error(PyObject *name, PyObject *parts_tuple, Py_ssize_t count) {
+ PyObject *partial_name = NULL, *slice = NULL, *sep = NULL;
+ if (unlikely(PyErr_Occurred())) {
+ PyErr_Clear();
+ }
+ if (likely(PyTuple_GET_SIZE(parts_tuple) == count)) {
+ partial_name = name;
+ } else {
+ slice = PySequence_GetSlice(parts_tuple, 0, count);
+ if (unlikely(!slice))
+ goto bad;
+ sep = PyUnicode_FromStringAndSize(".", 1);
+ if (unlikely(!sep))
+ goto bad;
+ partial_name = PyUnicode_Join(sep, slice);
+ }
+ PyErr_Format(
+#if PY_MAJOR_VERSION < 3
+ PyExc_ImportError,
+ "No module named '%s'", PyString_AS_STRING(partial_name));
+#else
+#if PY_VERSION_HEX >= 0x030600B1
+ PyExc_ModuleNotFoundError,
+#else
+ PyExc_ImportError,
+#endif
+ "No module named '%U'", partial_name);
+#endif
+bad:
+ Py_XDECREF(sep);
+ Py_XDECREF(slice);
+ Py_XDECREF(partial_name);
+ return NULL;
+}
+#endif
+#if PY_MAJOR_VERSION >= 3
+static PyObject *__Pyx__ImportDottedModule_Lookup(PyObject *name) {
+ PyObject *imported_module;
+#if PY_VERSION_HEX < 0x030700A1 || (CYTHON_COMPILING_IN_PYPY && PYPY_VERSION_NUM < 0x07030400)
+ PyObject *modules = PyImport_GetModuleDict();
+ if (unlikely(!modules))
+ return NULL;
+ imported_module = __Pyx_PyDict_GetItemStr(modules, name);
+ Py_XINCREF(imported_module);
+#else
+ imported_module = PyImport_GetModule(name);
+#endif
+ return imported_module;
+}
+#endif
+#if PY_MAJOR_VERSION >= 3
+static PyObject *__Pyx_ImportDottedModule_WalkParts(PyObject *module, PyObject *name, PyObject *parts_tuple) {
+ Py_ssize_t i, nparts;
+ nparts = PyTuple_GET_SIZE(parts_tuple);
+ for (i=1; i < nparts && module; i++) {
+ PyObject *part, *submodule;
+#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+ part = PyTuple_GET_ITEM(parts_tuple, i);
+#else
+ part = PySequence_ITEM(parts_tuple, i);
+#endif
+ submodule = __Pyx_PyObject_GetAttrStrNoError(module, part);
+#if !(CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS)
+ Py_DECREF(part);
+#endif
+ Py_DECREF(module);
+ module = submodule;
+ }
+ if (unlikely(!module)) {
+ return __Pyx__ImportDottedModule_Error(name, parts_tuple, i);
+ }
+ return module;
+}
+#endif
+static PyObject *__Pyx__ImportDottedModule(PyObject *name, PyObject *parts_tuple) {
+#if PY_MAJOR_VERSION < 3
+ PyObject *module, *from_list, *star = __pyx_n_s__3;
+ CYTHON_UNUSED_VAR(parts_tuple);
+ from_list = PyList_New(1);
+ if (unlikely(!from_list))
+ return NULL;
+ Py_INCREF(star);
+ PyList_SET_ITEM(from_list, 0, star);
+ module = __Pyx_Import(name, from_list, 0);
+ Py_DECREF(from_list);
+ return module;
+#else
+ PyObject *imported_module;
+ PyObject *module = __Pyx_Import(name, NULL, 0);
+ if (!parts_tuple || unlikely(!module))
+ return module;
+ imported_module = __Pyx__ImportDottedModule_Lookup(name);
+ if (likely(imported_module)) {
+ Py_DECREF(module);
+ return imported_module;
+ }
+ PyErr_Clear();
+ return __Pyx_ImportDottedModule_WalkParts(module, name, parts_tuple);
+#endif
+}
+static PyObject *__Pyx_ImportDottedModule(PyObject *name, PyObject *parts_tuple) {
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030400B1
+ PyObject *module = __Pyx__ImportDottedModule_Lookup(name);
+ if (likely(module)) {
+ PyObject *spec = __Pyx_PyObject_GetAttrStrNoError(module, __pyx_n_s_spec);
+ if (likely(spec)) {
+ PyObject *unsafe = __Pyx_PyObject_GetAttrStrNoError(spec, __pyx_n_s_initializing);
+ if (likely(!unsafe || !__Pyx_PyObject_IsTrue(unsafe))) {
+ Py_DECREF(spec);
+ spec = NULL;
+ }
+ Py_XDECREF(unsafe);
+ }
+ if (likely(!spec)) {
+ PyErr_Clear();
+ return module;
+ }
+ Py_DECREF(spec);
+ Py_DECREF(module);
+ } else if (PyErr_Occurred()) {
+ PyErr_Clear();
+ }
+#endif
+ return __Pyx__ImportDottedModule(name, parts_tuple);
+}
+
+/* FixUpExtensionType */
+ #if CYTHON_USE_TYPE_SPECS
+static int __Pyx_fix_up_extension_type_from_spec(PyType_Spec *spec, PyTypeObject *type) {
+#if PY_VERSION_HEX > 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API
+ CYTHON_UNUSED_VAR(spec);
+ CYTHON_UNUSED_VAR(type);
+#else
+ const PyType_Slot *slot = spec->slots;
+ while (slot && slot->slot && slot->slot != Py_tp_members)
+ slot++;
+ if (slot && slot->slot == Py_tp_members) {
+ int changed = 0;
+#if !(PY_VERSION_HEX <= 0x030900b1 && CYTHON_COMPILING_IN_CPYTHON)
+ const
+#endif
+ PyMemberDef *memb = (PyMemberDef*) slot->pfunc;
+ while (memb && memb->name) {
+ if (memb->name[0] == '_' && memb->name[1] == '_') {
+#if PY_VERSION_HEX < 0x030900b1
+ if (strcmp(memb->name, "__weaklistoffset__") == 0) {
+ assert(memb->type == T_PYSSIZET);
+ assert(memb->flags == READONLY);
+ type->tp_weaklistoffset = memb->offset;
+ changed = 1;
+ }
+ else if (strcmp(memb->name, "__dictoffset__") == 0) {
+ assert(memb->type == T_PYSSIZET);
+ assert(memb->flags == READONLY);
+ type->tp_dictoffset = memb->offset;
+ changed = 1;
+ }
+#if CYTHON_METH_FASTCALL
+ else if (strcmp(memb->name, "__vectorcalloffset__") == 0) {
+ assert(memb->type == T_PYSSIZET);
+ assert(memb->flags == READONLY);
+#if PY_VERSION_HEX >= 0x030800b4
+ type->tp_vectorcall_offset = memb->offset;
+#else
+ type->tp_print = (printfunc) memb->offset;
+#endif
+ changed = 1;
+ }
+#endif
+#else
+ if ((0));
+#endif
+#if PY_VERSION_HEX <= 0x030900b1 && CYTHON_COMPILING_IN_CPYTHON
+ else if (strcmp(memb->name, "__module__") == 0) {
+ PyObject *descr;
+ assert(memb->type == T_OBJECT);
+ assert(memb->flags == 0 || memb->flags == READONLY);
+ descr = PyDescr_NewMember(type, memb);
+ if (unlikely(!descr))
+ return -1;
+ if (unlikely(PyDict_SetItem(type->tp_dict, PyDescr_NAME(descr), descr) < 0)) {
+ Py_DECREF(descr);
+ return -1;
+ }
+ Py_DECREF(descr);
+ changed = 1;
+ }
+#endif
+ }
+ memb++;
+ }
+ if (changed)
+ PyType_Modified(type);
+ }
+#endif
+ return 0;
+}
+#endif
+
+/* FetchSharedCythonModule */
+ static PyObject *__Pyx_FetchSharedCythonABIModule(void) {
+ return __Pyx_PyImport_AddModuleRef((char*) __PYX_ABI_MODULE_NAME);
+}
+
+/* FetchCommonType */
+ static int __Pyx_VerifyCachedType(PyObject *cached_type,
+ const char *name,
+ Py_ssize_t basicsize,
+ Py_ssize_t expected_basicsize) {
+ if (!PyType_Check(cached_type)) {
+ PyErr_Format(PyExc_TypeError,
+ "Shared Cython type %.200s is not a type object", name);
+ return -1;
+ }
+ if (basicsize != expected_basicsize) {
+ PyErr_Format(PyExc_TypeError,
+ "Shared Cython type %.200s has the wrong size, try recompiling",
+ name);
+ return -1;
+ }
+ return 0;
+}
+#if !CYTHON_USE_TYPE_SPECS
+static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type) {
+ PyObject* abi_module;
+ const char* object_name;
+ PyTypeObject *cached_type = NULL;
+ abi_module = __Pyx_FetchSharedCythonABIModule();
+ if (!abi_module) return NULL;
+ object_name = strrchr(type->tp_name, '.');
+ object_name = object_name ? object_name+1 : type->tp_name;
+ cached_type = (PyTypeObject*) PyObject_GetAttrString(abi_module, object_name);
+ if (cached_type) {
+ if (__Pyx_VerifyCachedType(
+ (PyObject *)cached_type,
+ object_name,
+ cached_type->tp_basicsize,
+ type->tp_basicsize) < 0) {
+ goto bad;
+ }
+ goto done;
+ }
+ if (!PyErr_ExceptionMatches(PyExc_AttributeError)) goto bad;
+ PyErr_Clear();
+ if (PyType_Ready(type) < 0) goto bad;
+ if (PyObject_SetAttrString(abi_module, object_name, (PyObject *)type) < 0)
+ goto bad;
+ Py_INCREF(type);
+ cached_type = type;
+done:
+ Py_DECREF(abi_module);
+ return cached_type;
+bad:
+ Py_XDECREF(cached_type);
+ cached_type = NULL;
+ goto done;
+}
+#else
+static PyTypeObject *__Pyx_FetchCommonTypeFromSpec(PyObject *module, PyType_Spec *spec, PyObject *bases) {
+ PyObject *abi_module, *cached_type = NULL;
+ const char* object_name = strrchr(spec->name, '.');
+ object_name = object_name ? object_name+1 : spec->name;
+ abi_module = __Pyx_FetchSharedCythonABIModule();
+ if (!abi_module) return NULL;
+ cached_type = PyObject_GetAttrString(abi_module, object_name);
+ if (cached_type) {
+ Py_ssize_t basicsize;
+#if CYTHON_COMPILING_IN_LIMITED_API
+ PyObject *py_basicsize;
+ py_basicsize = PyObject_GetAttrString(cached_type, "__basicsize__");
+ if (unlikely(!py_basicsize)) goto bad;
+ basicsize = PyLong_AsSsize_t(py_basicsize);
+ Py_DECREF(py_basicsize);
+ py_basicsize = 0;
+ if (unlikely(basicsize == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad;
+#else
+ basicsize = likely(PyType_Check(cached_type)) ? ((PyTypeObject*) cached_type)->tp_basicsize : -1;
+#endif
+ if (__Pyx_VerifyCachedType(
+ cached_type,
+ object_name,
+ basicsize,
+ spec->basicsize) < 0) {
+ goto bad;
+ }
+ goto done;
+ }
+ if (!PyErr_ExceptionMatches(PyExc_AttributeError)) goto bad;
+ PyErr_Clear();
+ CYTHON_UNUSED_VAR(module);
+ cached_type = __Pyx_PyType_FromModuleAndSpec(abi_module, spec, bases);
+ if (unlikely(!cached_type)) goto bad;
+ if (unlikely(__Pyx_fix_up_extension_type_from_spec(spec, (PyTypeObject *) cached_type) < 0)) goto bad;
+ if (PyObject_SetAttrString(abi_module, object_name, cached_type) < 0) goto bad;
+done:
+ Py_DECREF(abi_module);
+ assert(cached_type == NULL || PyType_Check(cached_type));
+ return (PyTypeObject *) cached_type;
+bad:
+ Py_XDECREF(cached_type);
+ cached_type = NULL;
+ goto done;
+}
+#endif
+
+/* PyVectorcallFastCallDict */
+ #if CYTHON_METH_FASTCALL
+static PyObject *__Pyx_PyVectorcall_FastCallDict_kw(PyObject *func, __pyx_vectorcallfunc vc, PyObject *const *args, size_t nargs, PyObject *kw)
+{
+ PyObject *res = NULL;
+ PyObject *kwnames;
+ PyObject **newargs;
+ PyObject **kwvalues;
+ Py_ssize_t i, pos;
+ size_t j;
+ PyObject *key, *value;
+ unsigned long keys_are_strings;
+ Py_ssize_t nkw = PyDict_GET_SIZE(kw);
+ newargs = (PyObject **)PyMem_Malloc((nargs + (size_t)nkw) * sizeof(args[0]));
+ if (unlikely(newargs == NULL)) {
+ PyErr_NoMemory();
+ return NULL;
+ }
+ for (j = 0; j < nargs; j++) newargs[j] = args[j];
+ kwnames = PyTuple_New(nkw);
+ if (unlikely(kwnames == NULL)) {
+ PyMem_Free(newargs);
+ return NULL;
+ }
+ kwvalues = newargs + nargs;
+ pos = i = 0;
+ keys_are_strings = Py_TPFLAGS_UNICODE_SUBCLASS;
+ while (PyDict_Next(kw, &pos, &key, &value)) {
+ keys_are_strings &= Py_TYPE(key)->tp_flags;
+ Py_INCREF(key);
+ Py_INCREF(value);
+ PyTuple_SET_ITEM(kwnames, i, key);
+ kwvalues[i] = value;
+ i++;
+ }
+ if (unlikely(!keys_are_strings)) {
+ PyErr_SetString(PyExc_TypeError, "keywords must be strings");
+ goto cleanup;
+ }
+ res = vc(func, newargs, nargs, kwnames);
+cleanup:
+ Py_DECREF(kwnames);
+ for (i = 0; i < nkw; i++)
+ Py_DECREF(kwvalues[i]);
+ PyMem_Free(newargs);
+ return res;
+}
+static CYTHON_INLINE PyObject *__Pyx_PyVectorcall_FastCallDict(PyObject *func, __pyx_vectorcallfunc vc, PyObject *const *args, size_t nargs, PyObject *kw)
+{
+ if (likely(kw == NULL) || PyDict_GET_SIZE(kw) == 0) {
+ return vc(func, args, nargs, NULL);
+ }
+ return __Pyx_PyVectorcall_FastCallDict_kw(func, vc, args, nargs, kw);
+}
+#endif
+
+/* CythonFunctionShared */
+ #if CYTHON_COMPILING_IN_LIMITED_API
+static CYTHON_INLINE int __Pyx__IsSameCyOrCFunction(PyObject *func, void *cfunc) {
+ if (__Pyx_CyFunction_Check(func)) {
+ return PyCFunction_GetFunction(((__pyx_CyFunctionObject*)func)->func) == (PyCFunction) cfunc;
+ } else if (PyCFunction_Check(func)) {
+ return PyCFunction_GetFunction(func) == (PyCFunction) cfunc;
+ }
+ return 0;
+}
+#else
+static CYTHON_INLINE int __Pyx__IsSameCyOrCFunction(PyObject *func, void *cfunc) {
+ return __Pyx_CyOrPyCFunction_Check(func) && __Pyx_CyOrPyCFunction_GET_FUNCTION(func) == (PyCFunction) cfunc;
+}
+#endif
+static CYTHON_INLINE void __Pyx__CyFunction_SetClassObj(__pyx_CyFunctionObject* f, PyObject* classobj) {
+#if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API
+ __Pyx_Py_XDECREF_SET(
+ __Pyx_CyFunction_GetClassObj(f),
+ ((classobj) ? __Pyx_NewRef(classobj) : NULL));
+#else
+ __Pyx_Py_XDECREF_SET(
+ ((PyCMethodObject *) (f))->mm_class,
+ (PyTypeObject*)((classobj) ? __Pyx_NewRef(classobj) : NULL));
+#endif
+}
+static PyObject *
+__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, void *closure)
+{
+ CYTHON_UNUSED_VAR(closure);
+ if (unlikely(op->func_doc == NULL)) {
+#if CYTHON_COMPILING_IN_LIMITED_API
+ op->func_doc = PyObject_GetAttrString(op->func, "__doc__");
+ if (unlikely(!op->func_doc)) return NULL;
+#else
+ if (((PyCFunctionObject*)op)->m_ml->ml_doc) {
+#if PY_MAJOR_VERSION >= 3
+ op->func_doc = PyUnicode_FromString(((PyCFunctionObject*)op)->m_ml->ml_doc);
+#else
+ op->func_doc = PyString_FromString(((PyCFunctionObject*)op)->m_ml->ml_doc);
+#endif
+ if (unlikely(op->func_doc == NULL))
+ return NULL;
+ } else {
+ Py_INCREF(Py_None);
+ return Py_None;
+ }
+#endif
+ }
+ Py_INCREF(op->func_doc);
+ return op->func_doc;
+}
+static int
+__Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value, void *context)
+{
+ CYTHON_UNUSED_VAR(context);
+ if (value == NULL) {
+ value = Py_None;
+ }
+ Py_INCREF(value);
+ __Pyx_Py_XDECREF_SET(op->func_doc, value);
+ return 0;
+}
+static PyObject *
+__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op, void *context)
+{
+ CYTHON_UNUSED_VAR(context);
+ if (unlikely(op->func_name == NULL)) {
+#if CYTHON_COMPILING_IN_LIMITED_API
+ op->func_name = PyObject_GetAttrString(op->func, "__name__");
+#elif PY_MAJOR_VERSION >= 3
+ op->func_name = PyUnicode_InternFromString(((PyCFunctionObject*)op)->m_ml->ml_name);
+#else
+ op->func_name = PyString_InternFromString(((PyCFunctionObject*)op)->m_ml->ml_name);
+#endif
+ if (unlikely(op->func_name == NULL))
+ return NULL;
+ }
+ Py_INCREF(op->func_name);
+ return op->func_name;
+}
+static int
+__Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value, void *context)
+{
+ CYTHON_UNUSED_VAR(context);
+#if PY_MAJOR_VERSION >= 3
+ if (unlikely(value == NULL || !PyUnicode_Check(value)))
+#else
+ if (unlikely(value == NULL || !PyString_Check(value)))
+#endif
+ {
+ PyErr_SetString(PyExc_TypeError,
+ "__name__ must be set to a string object");
+ return -1;
+ }
+ Py_INCREF(value);
+ __Pyx_Py_XDECREF_SET(op->func_name, value);
+ return 0;
+}
+static PyObject *
+__Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op, void *context)
+{
+ CYTHON_UNUSED_VAR(context);
+ Py_INCREF(op->func_qualname);
+ return op->func_qualname;
+}
+static int
+__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value, void *context)
+{
+ CYTHON_UNUSED_VAR(context);
+#if PY_MAJOR_VERSION >= 3
+ if (unlikely(value == NULL || !PyUnicode_Check(value)))
+#else
+ if (unlikely(value == NULL || !PyString_Check(value)))
+#endif
+ {
+ PyErr_SetString(PyExc_TypeError,
+ "__qualname__ must be set to a string object");
+ return -1;
+ }
+ Py_INCREF(value);
+ __Pyx_Py_XDECREF_SET(op->func_qualname, value);
+ return 0;
+}
+static PyObject *
+__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op, void *context)
+{
+ CYTHON_UNUSED_VAR(context);
+ if (unlikely(op->func_dict == NULL)) {
+ op->func_dict = PyDict_New();
+ if (unlikely(op->func_dict == NULL))
+ return NULL;
+ }
+ Py_INCREF(op->func_dict);
+ return op->func_dict;
+}
+static int
+__Pyx_CyFunction_set_dict(__pyx_CyFunctionObject *op, PyObject *value, void *context)
+{
+ CYTHON_UNUSED_VAR(context);
+ if (unlikely(value == NULL)) {
+ PyErr_SetString(PyExc_TypeError,
+ "function's dictionary may not be deleted");
+ return -1;
+ }
+ if (unlikely(!PyDict_Check(value))) {
+ PyErr_SetString(PyExc_TypeError,
+ "setting function's dictionary to a non-dict");
+ return -1;
+ }
+ Py_INCREF(value);
+ __Pyx_Py_XDECREF_SET(op->func_dict, value);
+ return 0;
+}
+static PyObject *
+__Pyx_CyFunction_get_globals(__pyx_CyFunctionObject *op, void *context)
+{
+ CYTHON_UNUSED_VAR(context);
+ Py_INCREF(op->func_globals);
+ return op->func_globals;
+}
+static PyObject *
+__Pyx_CyFunction_get_closure(__pyx_CyFunctionObject *op, void *context)
+{
+ CYTHON_UNUSED_VAR(op);
+ CYTHON_UNUSED_VAR(context);
+ Py_INCREF(Py_None);
+ return Py_None;
+}
+static PyObject *
+__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op, void *context)
+{
+ PyObject* result = (op->func_code) ? op->func_code : Py_None;
+ CYTHON_UNUSED_VAR(context);
+ Py_INCREF(result);
+ return result;
+}
+static int
+__Pyx_CyFunction_init_defaults(__pyx_CyFunctionObject *op) {
+ int result = 0;
+ PyObject *res = op->defaults_getter((PyObject *) op);
+ if (unlikely(!res))
+ return -1;
+ #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+ op->defaults_tuple = PyTuple_GET_ITEM(res, 0);
+ Py_INCREF(op->defaults_tuple);
+ op->defaults_kwdict = PyTuple_GET_ITEM(res, 1);
+ Py_INCREF(op->defaults_kwdict);
+ #else
+ op->defaults_tuple = __Pyx_PySequence_ITEM(res, 0);
+ if (unlikely(!op->defaults_tuple)) result = -1;
+ else {
+ op->defaults_kwdict = __Pyx_PySequence_ITEM(res, 1);
+ if (unlikely(!op->defaults_kwdict)) result = -1;
+ }
+ #endif
+ Py_DECREF(res);
+ return result;
+}
+static int
+__Pyx_CyFunction_set_defaults(__pyx_CyFunctionObject *op, PyObject* value, void *context) {
+ CYTHON_UNUSED_VAR(context);
+ if (!value) {
+ value = Py_None;
+ } else if (unlikely(value != Py_None && !PyTuple_Check(value))) {
+ PyErr_SetString(PyExc_TypeError,
+ "__defaults__ must be set to a tuple object");
+ return -1;
+ }
+ PyErr_WarnEx(PyExc_RuntimeWarning, "changes to cyfunction.__defaults__ will not "
+ "currently affect the values used in function calls", 1);
+ Py_INCREF(value);
+ __Pyx_Py_XDECREF_SET(op->defaults_tuple, value);
+ return 0;
+}
+static PyObject *
+__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op, void *context) {
+ PyObject* result = op->defaults_tuple;
+ CYTHON_UNUSED_VAR(context);
+ if (unlikely(!result)) {
+ if (op->defaults_getter) {
+ if (unlikely(__Pyx_CyFunction_init_defaults(op) < 0)) return NULL;
+ result = op->defaults_tuple;
+ } else {
+ result = Py_None;
+ }
+ }
+ Py_INCREF(result);
+ return result;
+}
+static int
+__Pyx_CyFunction_set_kwdefaults(__pyx_CyFunctionObject *op, PyObject* value, void *context) {
+ CYTHON_UNUSED_VAR(context);
+ if (!value) {
+ value = Py_None;
+ } else if (unlikely(value != Py_None && !PyDict_Check(value))) {
+ PyErr_SetString(PyExc_TypeError,
+ "__kwdefaults__ must be set to a dict object");
+ return -1;
+ }
+ PyErr_WarnEx(PyExc_RuntimeWarning, "changes to cyfunction.__kwdefaults__ will not "
+ "currently affect the values used in function calls", 1);
+ Py_INCREF(value);
+ __Pyx_Py_XDECREF_SET(op->defaults_kwdict, value);
+ return 0;
+}
+static PyObject *
+__Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op, void *context) {
+ PyObject* result = op->defaults_kwdict;
+ CYTHON_UNUSED_VAR(context);
+ if (unlikely(!result)) {
+ if (op->defaults_getter) {
+ if (unlikely(__Pyx_CyFunction_init_defaults(op) < 0)) return NULL;
+ result = op->defaults_kwdict;
+ } else {
+ result = Py_None;
+ }
+ }
+ Py_INCREF(result);
+ return result;
+}
+static int
+__Pyx_CyFunction_set_annotations(__pyx_CyFunctionObject *op, PyObject* value, void *context) {
+ CYTHON_UNUSED_VAR(context);
+ if (!value || value == Py_None) {
+ value = NULL;
+ } else if (unlikely(!PyDict_Check(value))) {
+ PyErr_SetString(PyExc_TypeError,
+ "__annotations__ must be set to a dict object");
+ return -1;
+ }
+ Py_XINCREF(value);
+ __Pyx_Py_XDECREF_SET(op->func_annotations, value);
+ return 0;
+}
+static PyObject *
+__Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op, void *context) {
+ PyObject* result = op->func_annotations;
+ CYTHON_UNUSED_VAR(context);
+ if (unlikely(!result)) {
+ result = PyDict_New();
+ if (unlikely(!result)) return NULL;
+ op->func_annotations = result;
+ }
+ Py_INCREF(result);
+ return result;
+}
+static PyObject *
+__Pyx_CyFunction_get_is_coroutine(__pyx_CyFunctionObject *op, void *context) {
+ int is_coroutine;
+ CYTHON_UNUSED_VAR(context);
+ if (op->func_is_coroutine) {
+ return __Pyx_NewRef(op->func_is_coroutine);
+ }
+ is_coroutine = op->flags & __Pyx_CYFUNCTION_COROUTINE;
+#if PY_VERSION_HEX >= 0x03050000
+ if (is_coroutine) {
+ PyObject *module, *fromlist, *marker = __pyx_n_s_is_coroutine;
+ fromlist = PyList_New(1);
+ if (unlikely(!fromlist)) return NULL;
+ Py_INCREF(marker);
+#if CYTHON_ASSUME_SAFE_MACROS
+ PyList_SET_ITEM(fromlist, 0, marker);
+#else
+ if (unlikely(PyList_SetItem(fromlist, 0, marker) < 0)) {
+ Py_DECREF(marker);
+ Py_DECREF(fromlist);
+ return NULL;
+ }
+#endif
+ module = PyImport_ImportModuleLevelObject(__pyx_n_s_asyncio_coroutines, NULL, NULL, fromlist, 0);
+ Py_DECREF(fromlist);
+ if (unlikely(!module)) goto ignore;
+ op->func_is_coroutine = __Pyx_PyObject_GetAttrStr(module, marker);
+ Py_DECREF(module);
+ if (likely(op->func_is_coroutine)) {
+ return __Pyx_NewRef(op->func_is_coroutine);
+ }
+ignore:
+ PyErr_Clear();
+ }
+#endif
+ op->func_is_coroutine = __Pyx_PyBool_FromLong(is_coroutine);
+ return __Pyx_NewRef(op->func_is_coroutine);
+}
+#if CYTHON_COMPILING_IN_LIMITED_API
+static PyObject *
+__Pyx_CyFunction_get_module(__pyx_CyFunctionObject *op, void *context) {
+ CYTHON_UNUSED_VAR(context);
+ return PyObject_GetAttrString(op->func, "__module__");
+}
+static int
+__Pyx_CyFunction_set_module(__pyx_CyFunctionObject *op, PyObject* value, void *context) {
+ CYTHON_UNUSED_VAR(context);
+ return PyObject_SetAttrString(op->func, "__module__", value);
+}
+#endif
+static PyGetSetDef __pyx_CyFunction_getsets[] = {
+ {(char *) "func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
+ {(char *) "__doc__", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
+ {(char *) "func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
+ {(char *) "__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
+ {(char *) "__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0},
+ {(char *) "func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
+ {(char *) "__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
+ {(char *) "func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
+ {(char *) "__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
+ {(char *) "func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
+ {(char *) "__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
+ {(char *) "func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
+ {(char *) "__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
+ {(char *) "func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
+ {(char *) "__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
+ {(char *) "__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0},
+ {(char *) "__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0},
+ {(char *) "_is_coroutine", (getter)__Pyx_CyFunction_get_is_coroutine, 0, 0, 0},
+#if CYTHON_COMPILING_IN_LIMITED_API
+ {"__module__", (getter)__Pyx_CyFunction_get_module, (setter)__Pyx_CyFunction_set_module, 0, 0},
+#endif
+ {0, 0, 0, 0, 0}
+};
+static PyMemberDef __pyx_CyFunction_members[] = {
+#if !CYTHON_COMPILING_IN_LIMITED_API
+ {(char *) "__module__", T_OBJECT, offsetof(PyCFunctionObject, m_module), 0, 0},
+#endif
+#if CYTHON_USE_TYPE_SPECS
+ {(char *) "__dictoffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_dict), READONLY, 0},
+#if CYTHON_METH_FASTCALL
+#if CYTHON_BACKPORT_VECTORCALL
+ {(char *) "__vectorcalloffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_vectorcall), READONLY, 0},
+#else
+#if !CYTHON_COMPILING_IN_LIMITED_API
+ {(char *) "__vectorcalloffset__", T_PYSSIZET, offsetof(PyCFunctionObject, vectorcall), READONLY, 0},
+#endif
+#endif
+#endif
+#if PY_VERSION_HEX < 0x030500A0 || CYTHON_COMPILING_IN_LIMITED_API
+ {(char *) "__weaklistoffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_weakreflist), READONLY, 0},
+#else
+ {(char *) "__weaklistoffset__", T_PYSSIZET, offsetof(PyCFunctionObject, m_weakreflist), READONLY, 0},
+#endif
+#endif
+ {0, 0, 0, 0, 0}
+};
+static PyObject *
+__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, PyObject *args)
+{
+ CYTHON_UNUSED_VAR(args);
+#if PY_MAJOR_VERSION >= 3
+ Py_INCREF(m->func_qualname);
+ return m->func_qualname;
+#else
+ return PyString_FromString(((PyCFunctionObject*)m)->m_ml->ml_name);
+#endif
+}
+static PyMethodDef __pyx_CyFunction_methods[] = {
+ {"__reduce__", (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0},
+ {0, 0, 0, 0}
+};
+#if PY_VERSION_HEX < 0x030500A0 || CYTHON_COMPILING_IN_LIMITED_API
+#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func_weakreflist)
+#else
+#define __Pyx_CyFunction_weakreflist(cyfunc) (((PyCFunctionObject*)cyfunc)->m_weakreflist)
+#endif
+static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject *op, PyMethodDef *ml, int flags, PyObject* qualname,
+ PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
+#if !CYTHON_COMPILING_IN_LIMITED_API
+ PyCFunctionObject *cf = (PyCFunctionObject*) op;
+#endif
+ if (unlikely(op == NULL))
+ return NULL;
+#if CYTHON_COMPILING_IN_LIMITED_API
+ op->func = PyCFunction_NewEx(ml, (PyObject*)op, module);
+ if (unlikely(!op->func)) return NULL;
+#endif
+ op->flags = flags;
+ __Pyx_CyFunction_weakreflist(op) = NULL;
+#if !CYTHON_COMPILING_IN_LIMITED_API
+ cf->m_ml = ml;
+ cf->m_self = (PyObject *) op;
+#endif
+ Py_XINCREF(closure);
+ op->func_closure = closure;
+#if !CYTHON_COMPILING_IN_LIMITED_API
+ Py_XINCREF(module);
+ cf->m_module = module;
+#endif
+ op->func_dict = NULL;
+ op->func_name = NULL;
+ Py_INCREF(qualname);
+ op->func_qualname = qualname;
+ op->func_doc = NULL;
+#if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API
+ op->func_classobj = NULL;
+#else
+ ((PyCMethodObject*)op)->mm_class = NULL;
+#endif
+ op->func_globals = globals;
+ Py_INCREF(op->func_globals);
+ Py_XINCREF(code);
+ op->func_code = code;
+ op->defaults_pyobjects = 0;
+ op->defaults_size = 0;
+ op->defaults = NULL;
+ op->defaults_tuple = NULL;
+ op->defaults_kwdict = NULL;
+ op->defaults_getter = NULL;
+ op->func_annotations = NULL;
+ op->func_is_coroutine = NULL;
+#if CYTHON_METH_FASTCALL
+ switch (ml->ml_flags & (METH_VARARGS | METH_FASTCALL | METH_NOARGS | METH_O | METH_KEYWORDS | METH_METHOD)) {
+ case METH_NOARGS:
+ __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_NOARGS;
+ break;
+ case METH_O:
+ __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_O;
+ break;
+ case METH_METHOD | METH_FASTCALL | METH_KEYWORDS:
+ __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS_METHOD;
+ break;
+ case METH_FASTCALL | METH_KEYWORDS:
+ __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS;
+ break;
+ case METH_VARARGS | METH_KEYWORDS:
+ __Pyx_CyFunction_func_vectorcall(op) = NULL;
+ break;
+ default:
+ PyErr_SetString(PyExc_SystemError, "Bad call flags for CyFunction");
+ Py_DECREF(op);
+ return NULL;
+ }
+#endif
+ return (PyObject *) op;
+}
+static int
+__Pyx_CyFunction_clear(__pyx_CyFunctionObject *m)
+{
+ Py_CLEAR(m->func_closure);
+#if CYTHON_COMPILING_IN_LIMITED_API
+ Py_CLEAR(m->func);
+#else
+ Py_CLEAR(((PyCFunctionObject*)m)->m_module);
+#endif
+ Py_CLEAR(m->func_dict);
+ Py_CLEAR(m->func_name);
+ Py_CLEAR(m->func_qualname);
+ Py_CLEAR(m->func_doc);
+ Py_CLEAR(m->func_globals);
+ Py_CLEAR(m->func_code);
+#if !CYTHON_COMPILING_IN_LIMITED_API
+#if PY_VERSION_HEX < 0x030900B1
+ Py_CLEAR(__Pyx_CyFunction_GetClassObj(m));
+#else
+ {
+ PyObject *cls = (PyObject*) ((PyCMethodObject *) (m))->mm_class;
+ ((PyCMethodObject *) (m))->mm_class = NULL;
+ Py_XDECREF(cls);
+ }
+#endif
+#endif
+ Py_CLEAR(m->defaults_tuple);
+ Py_CLEAR(m->defaults_kwdict);
+ Py_CLEAR(m->func_annotations);
+ Py_CLEAR(m->func_is_coroutine);
+ if (m->defaults) {
+ PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
+ int i;
+ for (i = 0; i < m->defaults_pyobjects; i++)
+ Py_XDECREF(pydefaults[i]);
+ PyObject_Free(m->defaults);
+ m->defaults = NULL;
+ }
+ return 0;
+}
+static void __Pyx__CyFunction_dealloc(__pyx_CyFunctionObject *m)
+{
+ if (__Pyx_CyFunction_weakreflist(m) != NULL)
+ PyObject_ClearWeakRefs((PyObject *) m);
+ __Pyx_CyFunction_clear(m);
+ __Pyx_PyHeapTypeObject_GC_Del(m);
+}
+static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m)
+{
+ PyObject_GC_UnTrack(m);
+ __Pyx__CyFunction_dealloc(m);
+}
+static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg)
+{
+ Py_VISIT(m->func_closure);
+#if CYTHON_COMPILING_IN_LIMITED_API
+ Py_VISIT(m->func);
+#else
+ Py_VISIT(((PyCFunctionObject*)m)->m_module);
+#endif
+ Py_VISIT(m->func_dict);
+ Py_VISIT(m->func_name);
+ Py_VISIT(m->func_qualname);
+ Py_VISIT(m->func_doc);
+ Py_VISIT(m->func_globals);
+ Py_VISIT(m->func_code);
+#if !CYTHON_COMPILING_IN_LIMITED_API
+ Py_VISIT(__Pyx_CyFunction_GetClassObj(m));
+#endif
+ Py_VISIT(m->defaults_tuple);
+ Py_VISIT(m->defaults_kwdict);
+ Py_VISIT(m->func_is_coroutine);
+ if (m->defaults) {
+ PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
+ int i;
+ for (i = 0; i < m->defaults_pyobjects; i++)
+ Py_VISIT(pydefaults[i]);
+ }
+ return 0;
+}
+static PyObject*
+__Pyx_CyFunction_repr(__pyx_CyFunctionObject *op)
+{
+#if PY_MAJOR_VERSION >= 3
+ return PyUnicode_FromFormat("<cyfunction %U at %p>",
+ op->func_qualname, (void *)op);
+#else
+ return PyString_FromFormat("<cyfunction %s at %p>",
+ PyString_AsString(op->func_qualname), (void *)op);
+#endif
+}
+static PyObject * __Pyx_CyFunction_CallMethod(PyObject *func, PyObject *self, PyObject *arg, PyObject *kw) {
+#if CYTHON_COMPILING_IN_LIMITED_API
+ PyObject *f = ((__pyx_CyFunctionObject*)func)->func;
+ PyObject *py_name = NULL;
+ PyCFunction meth;
+ int flags;
+ meth = PyCFunction_GetFunction(f);
+ if (unlikely(!meth)) return NULL;
+ flags = PyCFunction_GetFlags(f);
+ if (unlikely(flags < 0)) return NULL;
+#else
+ PyCFunctionObject* f = (PyCFunctionObject*)func;
+ PyCFunction meth = f->m_ml->ml_meth;
+ int flags = f->m_ml->ml_flags;
+#endif
+ Py_ssize_t size;
+ switch (flags & (METH_VARARGS | METH_KEYWORDS | METH_NOARGS | METH_O)) {
+ case METH_VARARGS:
+ if (likely(kw == NULL || PyDict_Size(kw) == 0))
+ return (*meth)(self, arg);
+ break;
+ case METH_VARARGS | METH_KEYWORDS:
+ return (*(PyCFunctionWithKeywords)(void*)meth)(self, arg, kw);
+ case METH_NOARGS:
+ if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
+#if CYTHON_ASSUME_SAFE_MACROS
+ size = PyTuple_GET_SIZE(arg);
+#else
+ size = PyTuple_Size(arg);
+ if (unlikely(size < 0)) return NULL;
+#endif
+ if (likely(size == 0))
+ return (*meth)(self, NULL);
+#if CYTHON_COMPILING_IN_LIMITED_API
+ py_name = __Pyx_CyFunction_get_name((__pyx_CyFunctionObject*)func, NULL);
+ if (!py_name) return NULL;
+ PyErr_Format(PyExc_TypeError,
+ "%.200S() takes no arguments (%" CYTHON_FORMAT_SSIZE_T "d given)",
+ py_name, size);
+ Py_DECREF(py_name);
+#else
+ PyErr_Format(PyExc_TypeError,
+ "%.200s() takes no arguments (%" CYTHON_FORMAT_SSIZE_T "d given)",
+ f->m_ml->ml_name, size);
+#endif
+ return NULL;
+ }
+ break;
+ case METH_O:
+ if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
+#if CYTHON_ASSUME_SAFE_MACROS
+ size = PyTuple_GET_SIZE(arg);
+#else
+ size = PyTuple_Size(arg);
+ if (unlikely(size < 0)) return NULL;
+#endif
+ if (likely(size == 1)) {
+ PyObject *result, *arg0;
+ #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+ arg0 = PyTuple_GET_ITEM(arg, 0);
+ #else
+ arg0 = __Pyx_PySequence_ITEM(arg, 0); if (unlikely(!arg0)) return NULL;
+ #endif
+ result = (*meth)(self, arg0);
+ #if !(CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS)
+ Py_DECREF(arg0);
+ #endif
+ return result;
+ }
+#if CYTHON_COMPILING_IN_LIMITED_API
+ py_name = __Pyx_CyFunction_get_name((__pyx_CyFunctionObject*)func, NULL);
+ if (!py_name) return NULL;
+ PyErr_Format(PyExc_TypeError,
+ "%.200S() takes exactly one argument (%" CYTHON_FORMAT_SSIZE_T "d given)",
+ py_name, size);
+ Py_DECREF(py_name);
+#else
+ PyErr_Format(PyExc_TypeError,
+ "%.200s() takes exactly one argument (%" CYTHON_FORMAT_SSIZE_T "d given)",
+ f->m_ml->ml_name, size);
+#endif
+ return NULL;
+ }
+ break;
+ default:
+ PyErr_SetString(PyExc_SystemError, "Bad call flags for CyFunction");
+ return NULL;
+ }
+#if CYTHON_COMPILING_IN_LIMITED_API
+ py_name = __Pyx_CyFunction_get_name((__pyx_CyFunctionObject*)func, NULL);
+ if (!py_name) return NULL;
+ PyErr_Format(PyExc_TypeError, "%.200S() takes no keyword arguments",
+ py_name);
+ Py_DECREF(py_name);
+#else
+ PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments",
+ f->m_ml->ml_name);
+#endif
+ return NULL;
+}
+static CYTHON_INLINE PyObject *__Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) {
+ PyObject *self, *result;
+#if CYTHON_COMPILING_IN_LIMITED_API
+ self = PyCFunction_GetSelf(((__pyx_CyFunctionObject*)func)->func);
+ if (unlikely(!self) && PyErr_Occurred()) return NULL;
+#else
+ self = ((PyCFunctionObject*)func)->m_self;
+#endif
+ result = __Pyx_CyFunction_CallMethod(func, self, arg, kw);
+ return result;
+}
+static PyObject *__Pyx_CyFunction_CallAsMethod(PyObject *func, PyObject *args, PyObject *kw) {
+ PyObject *result;
+ __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *) func;
+#if CYTHON_METH_FASTCALL
+ __pyx_vectorcallfunc vc = __Pyx_CyFunction_func_vectorcall(cyfunc);
+ if (vc) {
+#if CYTHON_ASSUME_SAFE_MACROS
+ return __Pyx_PyVectorcall_FastCallDict(func, vc, &PyTuple_GET_ITEM(args, 0), (size_t)PyTuple_GET_SIZE(args), kw);
+#else
+ (void) &__Pyx_PyVectorcall_FastCallDict;
+ return PyVectorcall_Call(func, args, kw);
+#endif
+ }
+#endif
+ if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !(cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD)) {
+ Py_ssize_t argc;
+ PyObject *new_args;
+ PyObject *self;
+#if CYTHON_ASSUME_SAFE_MACROS
+ argc = PyTuple_GET_SIZE(args);
+#else
+ argc = PyTuple_Size(args);
+ if (unlikely(!argc) < 0) return NULL;
+#endif
+ new_args = PyTuple_GetSlice(args, 1, argc);
+ if (unlikely(!new_args))
+ return NULL;
+ self = PyTuple_GetItem(args, 0);
+ if (unlikely(!self)) {
+ Py_DECREF(new_args);
+#if PY_MAJOR_VERSION > 2
+ PyErr_Format(PyExc_TypeError,
+ "unbound method %.200S() needs an argument",
+ cyfunc->func_qualname);
+#else
+ PyErr_SetString(PyExc_TypeError,
+ "unbound method needs an argument");
+#endif
+ return NULL;
+ }
+ result = __Pyx_CyFunction_CallMethod(func, self, new_args, kw);
+ Py_DECREF(new_args);
+ } else {
+ result = __Pyx_CyFunction_Call(func, args, kw);
+ }
+ return result;
+}
+#if CYTHON_METH_FASTCALL
+static CYTHON_INLINE int __Pyx_CyFunction_Vectorcall_CheckArgs(__pyx_CyFunctionObject *cyfunc, Py_ssize_t nargs, PyObject *kwnames)
+{
+ int ret = 0;
+ if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !(cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD)) {
+ if (unlikely(nargs < 1)) {
+ PyErr_Format(PyExc_TypeError, "%.200s() needs an argument",
+ ((PyCFunctionObject*)cyfunc)->m_ml->ml_name);
+ return -1;
+ }
+ ret = 1;
+ }
+ if (unlikely(kwnames) && unlikely(PyTuple_GET_SIZE(kwnames))) {
+ PyErr_Format(PyExc_TypeError,
+ "%.200s() takes no keyword arguments", ((PyCFunctionObject*)cyfunc)->m_ml->ml_name);
+ return -1;
+ }
+ return ret;
+}
+static PyObject * __Pyx_CyFunction_Vectorcall_NOARGS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames)
+{
+ __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func;
+ PyMethodDef* def = ((PyCFunctionObject*)cyfunc)->m_ml;
+#if CYTHON_BACKPORT_VECTORCALL
+ Py_ssize_t nargs = (Py_ssize_t)nargsf;
+#else
+ Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
+#endif
+ PyObject *self;
+ switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, kwnames)) {
+ case 1:
+ self = args[0];
+ args += 1;
+ nargs -= 1;
+ break;
+ case 0:
+ self = ((PyCFunctionObject*)cyfunc)->m_self;
+ break;
+ default:
+ return NULL;
+ }
+ if (unlikely(nargs != 0)) {
+ PyErr_Format(PyExc_TypeError,
+ "%.200s() takes no arguments (%" CYTHON_FORMAT_SSIZE_T "d given)",
+ def->ml_name, nargs);
+ return NULL;
+ }
+ return def->ml_meth(self, NULL);
+}
+static PyObject * __Pyx_CyFunction_Vectorcall_O(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames)
+{
+ __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func;
+ PyMethodDef* def = ((PyCFunctionObject*)cyfunc)->m_ml;
+#if CYTHON_BACKPORT_VECTORCALL
+ Py_ssize_t nargs = (Py_ssize_t)nargsf;
+#else
+ Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
+#endif
+ PyObject *self;
+ switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, kwnames)) {
+ case 1:
+ self = args[0];
+ args += 1;
+ nargs -= 1;
+ break;
+ case 0:
+ self = ((PyCFunctionObject*)cyfunc)->m_self;
+ break;
+ default:
+ return NULL;
+ }
+ if (unlikely(nargs != 1)) {
+ PyErr_Format(PyExc_TypeError,
+ "%.200s() takes exactly one argument (%" CYTHON_FORMAT_SSIZE_T "d given)",
+ def->ml_name, nargs);
+ return NULL;
+ }
+ return def->ml_meth(self, args[0]);
+}
+static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames)
+{
+ __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func;
+ PyMethodDef* def = ((PyCFunctionObject*)cyfunc)->m_ml;
+#if CYTHON_BACKPORT_VECTORCALL
+ Py_ssize_t nargs = (Py_ssize_t)nargsf;
+#else
+ Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
+#endif
+ PyObject *self;
+ switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, NULL)) {
+ case 1:
+ self = args[0];
+ args += 1;
+ nargs -= 1;
+ break;
+ case 0:
+ self = ((PyCFunctionObject*)cyfunc)->m_self;
+ break;
+ default:
+ return NULL;
+ }
+ return ((__Pyx_PyCFunctionFastWithKeywords)(void(*)(void))def->ml_meth)(self, args, nargs, kwnames);
+}
+static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS_METHOD(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames)
+{
+ __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func;
+ PyMethodDef* def = ((PyCFunctionObject*)cyfunc)->m_ml;
+ PyTypeObject *cls = (PyTypeObject *) __Pyx_CyFunction_GetClassObj(cyfunc);
+#if CYTHON_BACKPORT_VECTORCALL
+ Py_ssize_t nargs = (Py_ssize_t)nargsf;
+#else
+ Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
+#endif
+ PyObject *self;
+ switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, NULL)) {
+ case 1:
+ self = args[0];
+ args += 1;
+ nargs -= 1;
+ break;
+ case 0:
+ self = ((PyCFunctionObject*)cyfunc)->m_self;
+ break;
+ default:
+ return NULL;
+ }
+ return ((__Pyx_PyCMethod)(void(*)(void))def->ml_meth)(self, cls, args, (size_t)nargs, kwnames);
+}
+#endif
+#if CYTHON_USE_TYPE_SPECS
+static PyType_Slot __pyx_CyFunctionType_slots[] = {
+ {Py_tp_dealloc, (void *)__Pyx_CyFunction_dealloc},
+ {Py_tp_repr, (void *)__Pyx_CyFunction_repr},
+ {Py_tp_call, (void *)__Pyx_CyFunction_CallAsMethod},
+ {Py_tp_traverse, (void *)__Pyx_CyFunction_traverse},
+ {Py_tp_clear, (void *)__Pyx_CyFunction_clear},
+ {Py_tp_methods, (void *)__pyx_CyFunction_methods},
+ {Py_tp_members, (void *)__pyx_CyFunction_members},
+ {Py_tp_getset, (void *)__pyx_CyFunction_getsets},
+ {Py_tp_descr_get, (void *)__Pyx_PyMethod_New},
+ {0, 0},
+};
+static PyType_Spec __pyx_CyFunctionType_spec = {
+ __PYX_TYPE_MODULE_PREFIX "cython_function_or_method",
+ sizeof(__pyx_CyFunctionObject),
+ 0,
+#ifdef Py_TPFLAGS_METHOD_DESCRIPTOR
+ Py_TPFLAGS_METHOD_DESCRIPTOR |
+#endif
+#if (defined(_Py_TPFLAGS_HAVE_VECTORCALL) && CYTHON_METH_FASTCALL)
+ _Py_TPFLAGS_HAVE_VECTORCALL |
+#endif
+ Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_BASETYPE,
+ __pyx_CyFunctionType_slots
+};
+#else
+static PyTypeObject __pyx_CyFunctionType_type = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __PYX_TYPE_MODULE_PREFIX "cython_function_or_method",
+ sizeof(__pyx_CyFunctionObject),
+ 0,
+ (destructor) __Pyx_CyFunction_dealloc,
+#if !CYTHON_METH_FASTCALL
+ 0,
+#elif CYTHON_BACKPORT_VECTORCALL
+ (printfunc)offsetof(__pyx_CyFunctionObject, func_vectorcall),
+#else
+ offsetof(PyCFunctionObject, vectorcall),
+#endif
+ 0,
+ 0,
+#if PY_MAJOR_VERSION < 3
+ 0,
+#else
+ 0,
+#endif
+ (reprfunc) __Pyx_CyFunction_repr,
+ 0,
+ 0,
+ 0,
+ 0,
+ __Pyx_CyFunction_CallAsMethod,
+ 0,
+ 0,
+ 0,
+ 0,
+#ifdef Py_TPFLAGS_METHOD_DESCRIPTOR
+ Py_TPFLAGS_METHOD_DESCRIPTOR |
+#endif
+#if defined(_Py_TPFLAGS_HAVE_VECTORCALL) && CYTHON_METH_FASTCALL
+ _Py_TPFLAGS_HAVE_VECTORCALL |
+#endif
+ Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_BASETYPE,
+ 0,
+ (traverseproc) __Pyx_CyFunction_traverse,
+ (inquiry) __Pyx_CyFunction_clear,
+ 0,
+#if PY_VERSION_HEX < 0x030500A0
+ offsetof(__pyx_CyFunctionObject, func_weakreflist),
+#else
+ offsetof(PyCFunctionObject, m_weakreflist),
+#endif
+ 0,
+ 0,
+ __pyx_CyFunction_methods,
+ __pyx_CyFunction_members,
+ __pyx_CyFunction_getsets,
+ 0,
+ 0,
+ __Pyx_PyMethod_New,
+ 0,
+ offsetof(__pyx_CyFunctionObject, func_dict),
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+#if PY_VERSION_HEX >= 0x030400a1
+ 0,
+#endif
+#if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
+ 0,
+#endif
+#if __PYX_NEED_TP_PRINT_SLOT
+ 0,
+#endif
+#if PY_VERSION_HEX >= 0x030C0000
+ 0,
+#endif
+#if PY_VERSION_HEX >= 0x030d00A4
+ 0,
+#endif
+#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000
+ 0,
+#endif
+};
+#endif
+static int __pyx_CyFunction_init(PyObject *module) {
+#if CYTHON_USE_TYPE_SPECS
+ __pyx_CyFunctionType = __Pyx_FetchCommonTypeFromSpec(module, &__pyx_CyFunctionType_spec, NULL);
+#else
+ CYTHON_UNUSED_VAR(module);
+ __pyx_CyFunctionType = __Pyx_FetchCommonType(&__pyx_CyFunctionType_type);
+#endif
+ if (unlikely(__pyx_CyFunctionType == NULL)) {
+ return -1;
+ }
+ return 0;
+}
+static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) {
+ __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
+ m->defaults = PyObject_Malloc(size);
+ if (unlikely(!m->defaults))
+ return PyErr_NoMemory();
+ memset(m->defaults, 0, size);
+ m->defaults_pyobjects = pyobjects;
+ m->defaults_size = size;
+ return m->defaults;
+}
+static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) {
+ __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
+ m->defaults_tuple = tuple;
+ Py_INCREF(tuple);
+}
+static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) {
+ __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
+ m->defaults_kwdict = dict;
+ Py_INCREF(dict);
+}
+static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) {
+ __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
+ m->func_annotations = dict;
+ Py_INCREF(dict);
+}
+
+/* CythonFunction */
+ static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml, int flags, PyObject* qualname,
+ PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
+ PyObject *op = __Pyx_CyFunction_Init(
+ PyObject_GC_New(__pyx_CyFunctionObject, __pyx_CyFunctionType),
+ ml, flags, qualname, closure, module, globals, code
+ );
+ if (likely(op)) {
+ PyObject_GC_Track(op);
+ }
+ return op;
+}
+
+/* PyDictVersioning */
+ #if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS
+static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj) {
+ PyObject *dict = Py_TYPE(obj)->tp_dict;
+ return likely(dict) ? __PYX_GET_DICT_VERSION(dict) : 0;
+}
+static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj) {
+ PyObject **dictptr = NULL;
+ Py_ssize_t offset = Py_TYPE(obj)->tp_dictoffset;
+ if (offset) {
+#if CYTHON_COMPILING_IN_CPYTHON
+ dictptr = (likely(offset > 0)) ? (PyObject **) ((char *)obj + offset) : _PyObject_GetDictPtr(obj);
+#else
+ dictptr = _PyObject_GetDictPtr(obj);
+#endif
+ }
+ return (dictptr && *dictptr) ? __PYX_GET_DICT_VERSION(*dictptr) : 0;
+}
+static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version) {
+ PyObject *dict = Py_TYPE(obj)->tp_dict;
+ if (unlikely(!dict) || unlikely(tp_dict_version != __PYX_GET_DICT_VERSION(dict)))
+ return 0;
+ return obj_dict_version == __Pyx_get_object_dict_version(obj);
+}
+#endif
+
+/* CLineInTraceback */
+ #ifndef CYTHON_CLINE_IN_TRACEBACK
+static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line) {
+ PyObject *use_cline;
+ PyObject *ptype, *pvalue, *ptraceback;
+#if CYTHON_COMPILING_IN_CPYTHON
+ PyObject **cython_runtime_dict;
+#endif
+ CYTHON_MAYBE_UNUSED_VAR(tstate);
+ if (unlikely(!__pyx_cython_runtime)) {
+ return c_line;
+ }
+ __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
+#if CYTHON_COMPILING_IN_CPYTHON
+ cython_runtime_dict = _PyObject_GetDictPtr(__pyx_cython_runtime);
+ if (likely(cython_runtime_dict)) {
+ __PYX_PY_DICT_LOOKUP_IF_MODIFIED(
+ use_cline, *cython_runtime_dict,
+ __Pyx_PyDict_GetItemStr(*cython_runtime_dict, __pyx_n_s_cline_in_traceback))
+ } else
+#endif
+ {
+ PyObject *use_cline_obj = __Pyx_PyObject_GetAttrStrNoError(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback);
+ if (use_cline_obj) {
+ use_cline = PyObject_Not(use_cline_obj) ? Py_False : Py_True;
+ Py_DECREF(use_cline_obj);
+ } else {
+ PyErr_Clear();
+ use_cline = NULL;
+ }
+ }
+ if (!use_cline) {
+ c_line = 0;
+ (void) PyObject_SetAttr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback, Py_False);
+ }
+ else if (use_cline == Py_False || (use_cline != Py_True && PyObject_Not(use_cline) != 0)) {
+ c_line = 0;
+ }
+ __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
+ return c_line;
+}
+#endif
+
+/* CodeObjectCache */
+ #if !CYTHON_COMPILING_IN_LIMITED_API
+static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) {
+ int start = 0, mid = 0, end = count - 1;
+ if (end >= 0 && code_line > entries[end].code_line) {
+ return count;
+ }
+ while (start < end) {
+ mid = start + (end - start) / 2;
+ if (code_line < entries[mid].code_line) {
+ end = mid;
+ } else if (code_line > entries[mid].code_line) {
+ start = mid + 1;
+ } else {
+ return mid;
+ }
+ }
+ if (code_line <= entries[mid].code_line) {
+ return mid;
+ } else {
+ return mid + 1;
+ }
+}
+static PyCodeObject *__pyx_find_code_object(int code_line) {
+ PyCodeObject* code_object;
+ int pos;
+ if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) {
+ return NULL;
+ }
+ pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
+ if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) {
+ return NULL;
+ }
+ code_object = __pyx_code_cache.entries[pos].code_object;
+ Py_INCREF(code_object);
+ return code_object;
+}
+static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) {
+ int pos, i;
+ __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries;
+ if (unlikely(!code_line)) {
+ return;
+ }
+ if (unlikely(!entries)) {
+ entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry));
+ if (likely(entries)) {
+ __pyx_code_cache.entries = entries;
+ __pyx_code_cache.max_count = 64;
+ __pyx_code_cache.count = 1;
+ entries[0].code_line = code_line;
+ entries[0].code_object = code_object;
+ Py_INCREF(code_object);
+ }
+ return;
+ }
+ pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
+ if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) {
+ PyCodeObject* tmp = entries[pos].code_object;
+ entries[pos].code_object = code_object;
+ Py_DECREF(tmp);
+ return;
+ }
+ if (__pyx_code_cache.count == __pyx_code_cache.max_count) {
+ int new_max = __pyx_code_cache.max_count + 64;
+ entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc(
+ __pyx_code_cache.entries, ((size_t)new_max) * sizeof(__Pyx_CodeObjectCacheEntry));
+ if (unlikely(!entries)) {
+ return;
+ }
+ __pyx_code_cache.entries = entries;
+ __pyx_code_cache.max_count = new_max;
+ }
+ for (i=__pyx_code_cache.count; i>pos; i--) {
+ entries[i] = entries[i-1];
+ }
+ entries[pos].code_line = code_line;
+ entries[pos].code_object = code_object;
+ __pyx_code_cache.count++;
+ Py_INCREF(code_object);
+}
+#endif
+
+/* AddTraceback */
+ #include "compile.h"
+#include "frameobject.h"
+#include "traceback.h"
+#if PY_VERSION_HEX >= 0x030b00a6 && !CYTHON_COMPILING_IN_LIMITED_API
+ #ifndef Py_BUILD_CORE
+ #define Py_BUILD_CORE 1
+ #endif
+ #include "internal/pycore_frame.h"
+#endif
+#if CYTHON_COMPILING_IN_LIMITED_API
+static PyObject *__Pyx_PyCode_Replace_For_AddTraceback(PyObject *code, PyObject *scratch_dict,
+ PyObject *firstlineno, PyObject *name) {
+ PyObject *replace = NULL;
+ if (unlikely(PyDict_SetItemString(scratch_dict, "co_firstlineno", firstlineno))) return NULL;
+ if (unlikely(PyDict_SetItemString(scratch_dict, "co_name", name))) return NULL;
+ replace = PyObject_GetAttrString(code, "replace");
+ if (likely(replace)) {
+ PyObject *result;
+ result = PyObject_Call(replace, __pyx_empty_tuple, scratch_dict);
+ Py_DECREF(replace);
+ return result;
+ }
+ PyErr_Clear();
+ #if __PYX_LIMITED_VERSION_HEX < 0x030780000
+ {
+ PyObject *compiled = NULL, *result = NULL;
+ if (unlikely(PyDict_SetItemString(scratch_dict, "code", code))) return NULL;
+ if (unlikely(PyDict_SetItemString(scratch_dict, "type", (PyObject*)(&PyType_Type)))) return NULL;
+ compiled = Py_CompileString(
+ "out = type(code)(\n"
+ " code.co_argcount, code.co_kwonlyargcount, code.co_nlocals, code.co_stacksize,\n"
+ " code.co_flags, code.co_code, code.co_consts, code.co_names,\n"
+ " code.co_varnames, code.co_filename, co_name, co_firstlineno,\n"
+ " code.co_lnotab)\n", "<dummy>", Py_file_input);
+ if (!compiled) return NULL;
+ result = PyEval_EvalCode(compiled, scratch_dict, scratch_dict);
+ Py_DECREF(compiled);
+ if (!result) PyErr_Print();
+ Py_DECREF(result);
+ result = PyDict_GetItemString(scratch_dict, "out");
+ if (result) Py_INCREF(result);
+ return result;
+ }
+ #else
+ return NULL;
+ #endif
+}
+static void __Pyx_AddTraceback(const char *funcname, int c_line,
+ int py_line, const char *filename) {
+ PyObject *code_object = NULL, *py_py_line = NULL, *py_funcname = NULL, *dict = NULL;
+ PyObject *replace = NULL, *getframe = NULL, *frame = NULL;
+ PyObject *exc_type, *exc_value, *exc_traceback;
+ int success = 0;
+ if (c_line) {
+ (void) __pyx_cfilenm;
+ (void) __Pyx_CLineForTraceback(__Pyx_PyThreadState_Current, c_line);
+ }
+ PyErr_Fetch(&exc_type, &exc_value, &exc_traceback);
+ code_object = Py_CompileString("_getframe()", filename, Py_eval_input);
+ if (unlikely(!code_object)) goto bad;
+ py_py_line = PyLong_FromLong(py_line);
+ if (unlikely(!py_py_line)) goto bad;
+ py_funcname = PyUnicode_FromString(funcname);
+ if (unlikely(!py_funcname)) goto bad;
+ dict = PyDict_New();
+ if (unlikely(!dict)) goto bad;
+ {
+ PyObject *old_code_object = code_object;
+ code_object = __Pyx_PyCode_Replace_For_AddTraceback(code_object, dict, py_py_line, py_funcname);
+ Py_DECREF(old_code_object);
+ }
+ if (unlikely(!code_object)) goto bad;
+ getframe = PySys_GetObject("_getframe");
+ if (unlikely(!getframe)) goto bad;
+ if (unlikely(PyDict_SetItemString(dict, "_getframe", getframe))) goto bad;
+ frame = PyEval_EvalCode(code_object, dict, dict);
+ if (unlikely(!frame) || frame == Py_None) goto bad;
+ success = 1;
+ bad:
+ PyErr_Restore(exc_type, exc_value, exc_traceback);
+ Py_XDECREF(code_object);
+ Py_XDECREF(py_py_line);
+ Py_XDECREF(py_funcname);
+ Py_XDECREF(dict);
+ Py_XDECREF(replace);
+ if (success) {
+ PyTraceBack_Here(
+ (struct _frame*)frame);
+ }
+ Py_XDECREF(frame);
+}
+#else
+static PyCodeObject* __Pyx_CreateCodeObjectForTraceback(
+ const char *funcname, int c_line,
+ int py_line, const char *filename) {
+ PyCodeObject *py_code = NULL;
+ PyObject *py_funcname = NULL;
+ #if PY_MAJOR_VERSION < 3
+ PyObject *py_srcfile = NULL;
+ py_srcfile = PyString_FromString(filename);
+ if (!py_srcfile) goto bad;
+ #endif
+ if (c_line) {
+ #if PY_MAJOR_VERSION < 3
+ py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
+ if (!py_funcname) goto bad;
+ #else
+ py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
+ if (!py_funcname) goto bad;
+ funcname = PyUnicode_AsUTF8(py_funcname);
+ if (!funcname) goto bad;
+ #endif
+ }
+ else {
+ #if PY_MAJOR_VERSION < 3
+ py_funcname = PyString_FromString(funcname);
+ if (!py_funcname) goto bad;
+ #endif
+ }
+ #if PY_MAJOR_VERSION < 3
+ py_code = __Pyx_PyCode_New(
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ __pyx_empty_bytes, /*PyObject *code,*/
+ __pyx_empty_tuple, /*PyObject *consts,*/
+ __pyx_empty_tuple, /*PyObject *names,*/
+ __pyx_empty_tuple, /*PyObject *varnames,*/
+ __pyx_empty_tuple, /*PyObject *freevars,*/
+ __pyx_empty_tuple, /*PyObject *cellvars,*/
+ py_srcfile, /*PyObject *filename,*/
+ py_funcname, /*PyObject *name,*/
+ py_line,
+ __pyx_empty_bytes /*PyObject *lnotab*/
+ );
+ Py_DECREF(py_srcfile);
+ #else
+ py_code = PyCode_NewEmpty(filename, funcname, py_line);
+ #endif
+ Py_XDECREF(py_funcname);
+ return py_code;
+bad:
+ Py_XDECREF(py_funcname);
+ #if PY_MAJOR_VERSION < 3
+ Py_XDECREF(py_srcfile);
+ #endif
+ return NULL;
+}
+static void __Pyx_AddTraceback(const char *funcname, int c_line,
+ int py_line, const char *filename) {
+ PyCodeObject *py_code = 0;
+ PyFrameObject *py_frame = 0;
+ PyThreadState *tstate = __Pyx_PyThreadState_Current;
+ PyObject *ptype, *pvalue, *ptraceback;
+ if (c_line) {
+ c_line = __Pyx_CLineForTraceback(tstate, c_line);
+ }
+ py_code = __pyx_find_code_object(c_line ? -c_line : py_line);
+ if (!py_code) {
+ __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
+ py_code = __Pyx_CreateCodeObjectForTraceback(
+ funcname, c_line, py_line, filename);
+ if (!py_code) {
+ /* If the code object creation fails, then we should clear the
+ fetched exception references and propagate the new exception */
+ Py_XDECREF(ptype);
+ Py_XDECREF(pvalue);
+ Py_XDECREF(ptraceback);
+ goto bad;
+ }
+ __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
+ __pyx_insert_code_object(c_line ? -c_line : py_line, py_code);
+ }
+ py_frame = PyFrame_New(
+ tstate, /*PyThreadState *tstate,*/
+ py_code, /*PyCodeObject *code,*/
+ __pyx_d, /*PyObject *globals,*/
+ 0 /*PyObject *locals*/
+ );
+ if (!py_frame) goto bad;
+ __Pyx_PyFrame_SetLineNumber(py_frame, py_line);
+ PyTraceBack_Here(py_frame);
+bad:
+ Py_XDECREF(py_code);
+ Py_XDECREF(py_frame);
+}
+#endif
+
+#if PY_MAJOR_VERSION < 3
+static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) {
+ __Pyx_TypeName obj_type_name;
+ if (PyObject_CheckBuffer(obj)) return PyObject_GetBuffer(obj, view, flags);
+ obj_type_name = __Pyx_PyType_GetName(Py_TYPE(obj));
+ PyErr_Format(PyExc_TypeError,
+ "'" __Pyx_FMT_TYPENAME "' does not have the buffer interface",
+ obj_type_name);
+ __Pyx_DECREF_TypeName(obj_type_name);
+ return -1;
+}
+static void __Pyx_ReleaseBuffer(Py_buffer *view) {
+ PyObject *obj = view->obj;
+ if (!obj) return;
+ if (PyObject_CheckBuffer(obj)) {
+ PyBuffer_Release(view);
+ return;
+ }
+ if ((0)) {}
+ view->obj = NULL;
+ Py_DECREF(obj);
+}
+#endif
+
+
+ /* CIntFromPyVerify */
+ #define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\
+ __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0)
+#define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value)\
+ __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1)
+#define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc)\
+ {\
+ func_type value = func_value;\
+ if (sizeof(target_type) < sizeof(func_type)) {\
+ if (unlikely(value != (func_type) (target_type) value)) {\
+ func_type zero = 0;\
+ if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred()))\
+ return (target_type) -1;\
+ if (is_unsigned && unlikely(value < zero))\
+ goto raise_neg_overflow;\
+ else\
+ goto raise_overflow;\
+ }\
+ }\
+ return (target_type) value;\
+ }
+
+/* Declarations */
+ #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
+ #ifdef __cplusplus
+ static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
+ return ::std::complex< float >(x, y);
+ }
+ #else
+ static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
+ return x + y*(__pyx_t_float_complex)_Complex_I;
+ }
+ #endif
+#else
+ static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
+ __pyx_t_float_complex z;
+ z.real = x;
+ z.imag = y;
+ return z;
+ }
+#endif
+
+/* Arithmetic */
+ #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
+#else
+ static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
+ return (a.real == b.real) && (a.imag == b.imag);
+ }
+ static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
+ __pyx_t_float_complex z;
+ z.real = a.real + b.real;
+ z.imag = a.imag + b.imag;
+ return z;
+ }
+ static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
+ __pyx_t_float_complex z;
+ z.real = a.real - b.real;
+ z.imag = a.imag - b.imag;
+ return z;
+ }
+ static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
+ __pyx_t_float_complex z;
+ z.real = a.real * b.real - a.imag * b.imag;
+ z.imag = a.real * b.imag + a.imag * b.real;
+ return z;
+ }
+ #if 1
+ static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
+ if (b.imag == 0) {
+ return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real);
+ } else if (fabsf(b.real) >= fabsf(b.imag)) {
+ if (b.real == 0 && b.imag == 0) {
+ return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.imag);
+ } else {
+ float r = b.imag / b.real;
+ float s = (float)(1.0) / (b.real + b.imag * r);
+ return __pyx_t_float_complex_from_parts(
+ (a.real + a.imag * r) * s, (a.imag - a.real * r) * s);
+ }
+ } else {
+ float r = b.real / b.imag;
+ float s = (float)(1.0) / (b.imag + b.real * r);
+ return __pyx_t_float_complex_from_parts(
+ (a.real * r + a.imag) * s, (a.imag * r - a.real) * s);
+ }
+ }
+ #else
+ static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
+ if (b.imag == 0) {
+ return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real);
+ } else {
+ float denom = b.real * b.real + b.imag * b.imag;
+ return __pyx_t_float_complex_from_parts(
+ (a.real * b.real + a.imag * b.imag) / denom,
+ (a.imag * b.real - a.real * b.imag) / denom);
+ }
+ }
+ #endif
+ static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_float_complex a) {
+ __pyx_t_float_complex z;
+ z.real = -a.real;
+ z.imag = -a.imag;
+ return z;
+ }
+ static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex a) {
+ return (a.real == 0) && (a.imag == 0);
+ }
+ static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_float_complex a) {
+ __pyx_t_float_complex z;
+ z.real = a.real;
+ z.imag = -a.imag;
+ return z;
+ }
+ #if 1
+ static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex z) {
+ #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
+ return sqrtf(z.real*z.real + z.imag*z.imag);
+ #else
+ return hypotf(z.real, z.imag);
+ #endif
+ }
+ static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
+ __pyx_t_float_complex z;
+ float r, lnr, theta, z_r, z_theta;
+ if (b.imag == 0 && b.real == (int)b.real) {
+ if (b.real < 0) {
+ float denom = a.real * a.real + a.imag * a.imag;
+ a.real = a.real / denom;
+ a.imag = -a.imag / denom;
+ b.real = -b.real;
+ }
+ switch ((int)b.real) {
+ case 0:
+ z.real = 1;
+ z.imag = 0;
+ return z;
+ case 1:
+ return a;
+ case 2:
+ return __Pyx_c_prod_float(a, a);
+ case 3:
+ z = __Pyx_c_prod_float(a, a);
+ return __Pyx_c_prod_float(z, a);
+ case 4:
+ z = __Pyx_c_prod_float(a, a);
+ return __Pyx_c_prod_float(z, z);
+ }
+ }
+ if (a.imag == 0) {
+ if (a.real == 0) {
+ return a;
+ } else if ((b.imag == 0) && (a.real >= 0)) {
+ z.real = powf(a.real, b.real);
+ z.imag = 0;
+ return z;
+ } else if (a.real > 0) {
+ r = a.real;
+ theta = 0;
+ } else {
+ r = -a.real;
+ theta = atan2f(0.0, -1.0);
+ }
+ } else {
+ r = __Pyx_c_abs_float(a);
+ theta = atan2f(a.imag, a.real);
+ }
+ lnr = logf(r);
+ z_r = expf(lnr * b.real - theta * b.imag);
+ z_theta = theta * b.real + lnr * b.imag;
+ z.real = z_r * cosf(z_theta);
+ z.imag = z_r * sinf(z_theta);
+ return z;
+ }
+ #endif
+#endif
+
+/* Declarations */
+ #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
+ #ifdef __cplusplus
+ static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
+ return ::std::complex< double >(x, y);
+ }
+ #else
+ static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
+ return x + y*(__pyx_t_double_complex)_Complex_I;
+ }
+ #endif
+#else
+ static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
+ __pyx_t_double_complex z;
+ z.real = x;
+ z.imag = y;
+ return z;
+ }
+#endif
+
+/* Arithmetic */
+ #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
+#else
+ static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
+ return (a.real == b.real) && (a.imag == b.imag);
+ }
+ static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
+ __pyx_t_double_complex z;
+ z.real = a.real + b.real;
+ z.imag = a.imag + b.imag;
+ return z;
+ }
+ static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
+ __pyx_t_double_complex z;
+ z.real = a.real - b.real;
+ z.imag = a.imag - b.imag;
+ return z;
+ }
+ static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
+ __pyx_t_double_complex z;
+ z.real = a.real * b.real - a.imag * b.imag;
+ z.imag = a.real * b.imag + a.imag * b.real;
+ return z;
+ }
+ #if 1
+ static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
+ if (b.imag == 0) {
+ return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real);
+ } else if (fabs(b.real) >= fabs(b.imag)) {
+ if (b.real == 0 && b.imag == 0) {
+ return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.imag);
+ } else {
+ double r = b.imag / b.real;
+ double s = (double)(1.0) / (b.real + b.imag * r);
+ return __pyx_t_double_complex_from_parts(
+ (a.real + a.imag * r) * s, (a.imag - a.real * r) * s);
+ }
+ } else {
+ double r = b.real / b.imag;
+ double s = (double)(1.0) / (b.imag + b.real * r);
+ return __pyx_t_double_complex_from_parts(
+ (a.real * r + a.imag) * s, (a.imag * r - a.real) * s);
+ }
+ }
+ #else
+ static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
+ if (b.imag == 0) {
+ return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real);
+ } else {
+ double denom = b.real * b.real + b.imag * b.imag;
+ return __pyx_t_double_complex_from_parts(
+ (a.real * b.real + a.imag * b.imag) / denom,
+ (a.imag * b.real - a.real * b.imag) / denom);
+ }
+ }
+ #endif
+ static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex a) {
+ __pyx_t_double_complex z;
+ z.real = -a.real;
+ z.imag = -a.imag;
+ return z;
+ }
+ static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex a) {
+ return (a.real == 0) && (a.imag == 0);
+ }
+ static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_double_complex a) {
+ __pyx_t_double_complex z;
+ z.real = a.real;
+ z.imag = -a.imag;
+ return z;
+ }
+ #if 1
+ static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex z) {
+ #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
+ return sqrt(z.real*z.real + z.imag*z.imag);
+ #else
+ return hypot(z.real, z.imag);
+ #endif
+ }
+ static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
+ __pyx_t_double_complex z;
+ double r, lnr, theta, z_r, z_theta;
+ if (b.imag == 0 && b.real == (int)b.real) {
+ if (b.real < 0) {
+ double denom = a.real * a.real + a.imag * a.imag;
+ a.real = a.real / denom;
+ a.imag = -a.imag / denom;
+ b.real = -b.real;
+ }
+ switch ((int)b.real) {
+ case 0:
+ z.real = 1;
+ z.imag = 0;
+ return z;
+ case 1:
+ return a;
+ case 2:
+ return __Pyx_c_prod_double(a, a);
+ case 3:
+ z = __Pyx_c_prod_double(a, a);
+ return __Pyx_c_prod_double(z, a);
+ case 4:
+ z = __Pyx_c_prod_double(a, a);
+ return __Pyx_c_prod_double(z, z);
+ }
+ }
+ if (a.imag == 0) {
+ if (a.real == 0) {
+ return a;
+ } else if ((b.imag == 0) && (a.real >= 0)) {
+ z.real = pow(a.real, b.real);
+ z.imag = 0;
+ return z;
+ } else if (a.real > 0) {
+ r = a.real;
+ theta = 0;
+ } else {
+ r = -a.real;
+ theta = atan2(0.0, -1.0);
+ }
+ } else {
+ r = __Pyx_c_abs_double(a);
+ theta = atan2(a.imag, a.real);
+ }
+ lnr = log(r);
+ z_r = exp(lnr * b.real - theta * b.imag);
+ z_theta = theta * b.real + lnr * b.imag;
+ z.real = z_r * cos(z_theta);
+ z.imag = z_r * sin(z_theta);
+ return z;
+ }
+ #endif
+#endif
+
+/* Declarations */
+ #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
+ #ifdef __cplusplus
+ static CYTHON_INLINE __pyx_t_long_double_complex __pyx_t_long_double_complex_from_parts(long double x, long double y) {
+ return ::std::complex< long double >(x, y);
+ }
+ #else
+ static CYTHON_INLINE __pyx_t_long_double_complex __pyx_t_long_double_complex_from_parts(long double x, long double y) {
+ return x + y*(__pyx_t_long_double_complex)_Complex_I;
+ }
+ #endif
+#else
+ static CYTHON_INLINE __pyx_t_long_double_complex __pyx_t_long_double_complex_from_parts(long double x, long double y) {
+ __pyx_t_long_double_complex z;
+ z.real = x;
+ z.imag = y;
+ return z;
+ }
+#endif
+
+/* Arithmetic */
+ #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
+#else
+ static CYTHON_INLINE int __Pyx_c_eq_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) {
+ return (a.real == b.real) && (a.imag == b.imag);
+ }
+ static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_sum_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) {
+ __pyx_t_long_double_complex z;
+ z.real = a.real + b.real;
+ z.imag = a.imag + b.imag;
+ return z;
+ }
+ static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_diff_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) {
+ __pyx_t_long_double_complex z;
+ z.real = a.real - b.real;
+ z.imag = a.imag - b.imag;
+ return z;
+ }
+ static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_prod_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) {
+ __pyx_t_long_double_complex z;
+ z.real = a.real * b.real - a.imag * b.imag;
+ z.imag = a.real * b.imag + a.imag * b.real;
+ return z;
+ }
+ #if 1
+ static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_quot_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) {
+ if (b.imag == 0) {
+ return __pyx_t_long_double_complex_from_parts(a.real / b.real, a.imag / b.real);
+ } else if (fabsl(b.real) >= fabsl(b.imag)) {
+ if (b.real == 0 && b.imag == 0) {
+ return __pyx_t_long_double_complex_from_parts(a.real / b.real, a.imag / b.imag);
+ } else {
+ long double r = b.imag / b.real;
+ long double s = (long double)(1.0) / (b.real + b.imag * r);
+ return __pyx_t_long_double_complex_from_parts(
+ (a.real + a.imag * r) * s, (a.imag - a.real * r) * s);
+ }
+ } else {
+ long double r = b.real / b.imag;
+ long double s = (long double)(1.0) / (b.imag + b.real * r);
+ return __pyx_t_long_double_complex_from_parts(
+ (a.real * r + a.imag) * s, (a.imag * r - a.real) * s);
+ }
+ }
+ #else
+ static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_quot_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) {
+ if (b.imag == 0) {
+ return __pyx_t_long_double_complex_from_parts(a.real / b.real, a.imag / b.real);
+ } else {
+ long double denom = b.real * b.real + b.imag * b.imag;
+ return __pyx_t_long_double_complex_from_parts(
+ (a.real * b.real + a.imag * b.imag) / denom,
+ (a.imag * b.real - a.real * b.imag) / denom);
+ }
+ }
+ #endif
+ static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_neg_long__double(__pyx_t_long_double_complex a) {
+ __pyx_t_long_double_complex z;
+ z.real = -a.real;
+ z.imag = -a.imag;
+ return z;
+ }
+ static CYTHON_INLINE int __Pyx_c_is_zero_long__double(__pyx_t_long_double_complex a) {
+ return (a.real == 0) && (a.imag == 0);
+ }
+ static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_conj_long__double(__pyx_t_long_double_complex a) {
+ __pyx_t_long_double_complex z;
+ z.real = a.real;
+ z.imag = -a.imag;
+ return z;
+ }
+ #if 1
+ static CYTHON_INLINE long double __Pyx_c_abs_long__double(__pyx_t_long_double_complex z) {
+ #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
+ return sqrtl(z.real*z.real + z.imag*z.imag);
+ #else
+ return hypotl(z.real, z.imag);
+ #endif
+ }
+ static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_pow_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) {
+ __pyx_t_long_double_complex z;
+ long double r, lnr, theta, z_r, z_theta;
+ if (b.imag == 0 && b.real == (int)b.real) {
+ if (b.real < 0) {
+ long double denom = a.real * a.real + a.imag * a.imag;
+ a.real = a.real / denom;
+ a.imag = -a.imag / denom;
+ b.real = -b.real;
+ }
+ switch ((int)b.real) {
+ case 0:
+ z.real = 1;
+ z.imag = 0;
+ return z;
+ case 1:
+ return a;
+ case 2:
+ return __Pyx_c_prod_long__double(a, a);
+ case 3:
+ z = __Pyx_c_prod_long__double(a, a);
+ return __Pyx_c_prod_long__double(z, a);
+ case 4:
+ z = __Pyx_c_prod_long__double(a, a);
+ return __Pyx_c_prod_long__double(z, z);
+ }
+ }
+ if (a.imag == 0) {
+ if (a.real == 0) {
+ return a;
+ } else if ((b.imag == 0) && (a.real >= 0)) {
+ z.real = powl(a.real, b.real);
+ z.imag = 0;
+ return z;
+ } else if (a.real > 0) {
+ r = a.real;
+ theta = 0;
+ } else {
+ r = -a.real;
+ theta = atan2l(0.0, -1.0);
+ }
+ } else {
+ r = __Pyx_c_abs_long__double(a);
+ theta = atan2l(a.imag, a.real);
+ }
+ lnr = logl(r);
+ z_r = expl(lnr * b.real - theta * b.imag);
+ z_theta = theta * b.real + lnr * b.imag;
+ z.real = z_r * cosl(z_theta);
+ z.imag = z_r * sinl(z_theta);
+ return z;
+ }
+ #endif
+#endif
+
+/* CIntFromPy */
+ static CYTHON_INLINE uint32_t __Pyx_PyInt_As_uint32_t(PyObject *x) {
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic push
+#pragma GCC diagnostic ignored "-Wconversion"
+#endif
+ const uint32_t neg_one = (uint32_t) -1, const_zero = (uint32_t) 0;
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic pop
+#endif
+ const int is_unsigned = neg_one > const_zero;
+#if PY_MAJOR_VERSION < 3
+ if (likely(PyInt_Check(x))) {
+ if ((sizeof(uint32_t) < sizeof(long))) {
+ __PYX_VERIFY_RETURN_INT(uint32_t, long, PyInt_AS_LONG(x))
+ } else {
+ long val = PyInt_AS_LONG(x);
+ if (is_unsigned && unlikely(val < 0)) {
+ goto raise_neg_overflow;
+ }
+ return (uint32_t) val;
+ }
+ }
+#endif
+ if (unlikely(!PyLong_Check(x))) {
+ uint32_t val;
+ PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
+ if (!tmp) return (uint32_t) -1;
+ val = __Pyx_PyInt_As_uint32_t(tmp);
+ Py_DECREF(tmp);
+ return val;
+ }
+ if (is_unsigned) {
+#if CYTHON_USE_PYLONG_INTERNALS
+ if (unlikely(__Pyx_PyLong_IsNeg(x))) {
+ goto raise_neg_overflow;
+ } else if (__Pyx_PyLong_IsCompact(x)) {
+ __PYX_VERIFY_RETURN_INT(uint32_t, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x))
+ } else {
+ const digit* digits = __Pyx_PyLong_Digits(x);
+ assert(__Pyx_PyLong_DigitCount(x) > 1);
+ switch (__Pyx_PyLong_DigitCount(x)) {
+ case 2:
+ if ((8 * sizeof(uint32_t) > 1 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(uint32_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(uint32_t) >= 2 * PyLong_SHIFT)) {
+ return (uint32_t) (((((uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0]));
+ }
+ }
+ break;
+ case 3:
+ if ((8 * sizeof(uint32_t) > 2 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(uint32_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(uint32_t) >= 3 * PyLong_SHIFT)) {
+ return (uint32_t) (((((((uint32_t)digits[2]) << PyLong_SHIFT) | (uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0]));
+ }
+ }
+ break;
+ case 4:
+ if ((8 * sizeof(uint32_t) > 3 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(uint32_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(uint32_t) >= 4 * PyLong_SHIFT)) {
+ return (uint32_t) (((((((((uint32_t)digits[3]) << PyLong_SHIFT) | (uint32_t)digits[2]) << PyLong_SHIFT) | (uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0]));
+ }
+ }
+ break;
+ }
+ }
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7
+ if (unlikely(Py_SIZE(x) < 0)) {
+ goto raise_neg_overflow;
+ }
+#else
+ {
+ int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
+ if (unlikely(result < 0))
+ return (uint32_t) -1;
+ if (unlikely(result == 1))
+ goto raise_neg_overflow;
+ }
+#endif
+ if ((sizeof(uint32_t) <= sizeof(unsigned long))) {
+ __PYX_VERIFY_RETURN_INT_EXC(uint32_t, unsigned long, PyLong_AsUnsignedLong(x))
+#ifdef HAVE_LONG_LONG
+ } else if ((sizeof(uint32_t) <= sizeof(unsigned PY_LONG_LONG))) {
+ __PYX_VERIFY_RETURN_INT_EXC(uint32_t, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
+#endif
+ }
+ } else {
+#if CYTHON_USE_PYLONG_INTERNALS
+ if (__Pyx_PyLong_IsCompact(x)) {
+ __PYX_VERIFY_RETURN_INT(uint32_t, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x))
+ } else {
+ const digit* digits = __Pyx_PyLong_Digits(x);
+ assert(__Pyx_PyLong_DigitCount(x) > 1);
+ switch (__Pyx_PyLong_SignedDigitCount(x)) {
+ case -2:
+ if ((8 * sizeof(uint32_t) - 1 > 1 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(uint32_t, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(uint32_t) - 1 > 2 * PyLong_SHIFT)) {
+ return (uint32_t) (((uint32_t)-1)*(((((uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0])));
+ }
+ }
+ break;
+ case 2:
+ if ((8 * sizeof(uint32_t) > 1 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(uint32_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(uint32_t) - 1 > 2 * PyLong_SHIFT)) {
+ return (uint32_t) ((((((uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0])));
+ }
+ }
+ break;
+ case -3:
+ if ((8 * sizeof(uint32_t) - 1 > 2 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(uint32_t, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(uint32_t) - 1 > 3 * PyLong_SHIFT)) {
+ return (uint32_t) (((uint32_t)-1)*(((((((uint32_t)digits[2]) << PyLong_SHIFT) | (uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0])));
+ }
+ }
+ break;
+ case 3:
+ if ((8 * sizeof(uint32_t) > 2 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(uint32_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(uint32_t) - 1 > 3 * PyLong_SHIFT)) {
+ return (uint32_t) ((((((((uint32_t)digits[2]) << PyLong_SHIFT) | (uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0])));
+ }
+ }
+ break;
+ case -4:
+ if ((8 * sizeof(uint32_t) - 1 > 3 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(uint32_t, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(uint32_t) - 1 > 4 * PyLong_SHIFT)) {
+ return (uint32_t) (((uint32_t)-1)*(((((((((uint32_t)digits[3]) << PyLong_SHIFT) | (uint32_t)digits[2]) << PyLong_SHIFT) | (uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0])));
+ }
+ }
+ break;
+ case 4:
+ if ((8 * sizeof(uint32_t) > 3 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(uint32_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(uint32_t) - 1 > 4 * PyLong_SHIFT)) {
+ return (uint32_t) ((((((((((uint32_t)digits[3]) << PyLong_SHIFT) | (uint32_t)digits[2]) << PyLong_SHIFT) | (uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0])));
+ }
+ }
+ break;
+ }
+ }
+#endif
+ if ((sizeof(uint32_t) <= sizeof(long))) {
+ __PYX_VERIFY_RETURN_INT_EXC(uint32_t, long, PyLong_AsLong(x))
+#ifdef HAVE_LONG_LONG
+ } else if ((sizeof(uint32_t) <= sizeof(PY_LONG_LONG))) {
+ __PYX_VERIFY_RETURN_INT_EXC(uint32_t, PY_LONG_LONG, PyLong_AsLongLong(x))
+#endif
+ }
+ }
+ {
+ uint32_t val;
+ int ret = -1;
+#if PY_VERSION_HEX >= 0x030d00A6 && !CYTHON_COMPILING_IN_LIMITED_API
+ Py_ssize_t bytes_copied = PyLong_AsNativeBytes(
+ x, &val, sizeof(val), Py_ASNATIVEBYTES_NATIVE_ENDIAN | (is_unsigned ? Py_ASNATIVEBYTES_UNSIGNED_BUFFER | Py_ASNATIVEBYTES_REJECT_NEGATIVE : 0));
+ if (unlikely(bytes_copied == -1)) {
+ } else if (unlikely(bytes_copied > (Py_ssize_t) sizeof(val))) {
+ goto raise_overflow;
+ } else {
+ ret = 0;
+ }
+#elif PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray)
+ int one = 1; int is_little = (int)*(unsigned char *)&one;
+ unsigned char *bytes = (unsigned char *)&val;
+ ret = _PyLong_AsByteArray((PyLongObject *)x,
+ bytes, sizeof(val),
+ is_little, !is_unsigned);
+#else
+ PyObject *v;
+ PyObject *stepval = NULL, *mask = NULL, *shift = NULL;
+ int bits, remaining_bits, is_negative = 0;
+ int chunk_size = (sizeof(long) < 8) ? 30 : 62;
+ if (likely(PyLong_CheckExact(x))) {
+ v = __Pyx_NewRef(x);
+ } else {
+ v = PyNumber_Long(x);
+ if (unlikely(!v)) return (uint32_t) -1;
+ assert(PyLong_CheckExact(v));
+ }
+ {
+ int result = PyObject_RichCompareBool(v, Py_False, Py_LT);
+ if (unlikely(result < 0)) {
+ Py_DECREF(v);
+ return (uint32_t) -1;
+ }
+ is_negative = result == 1;
+ }
+ if (is_unsigned && unlikely(is_negative)) {
+ Py_DECREF(v);
+ goto raise_neg_overflow;
+ } else if (is_negative) {
+ stepval = PyNumber_Invert(v);
+ Py_DECREF(v);
+ if (unlikely(!stepval))
+ return (uint32_t) -1;
+ } else {
+ stepval = v;
+ }
+ v = NULL;
+ val = (uint32_t) 0;
+ mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done;
+ shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done;
+ for (bits = 0; bits < (int) sizeof(uint32_t) * 8 - chunk_size; bits += chunk_size) {
+ PyObject *tmp, *digit;
+ long idigit;
+ digit = PyNumber_And(stepval, mask);
+ if (unlikely(!digit)) goto done;
+ idigit = PyLong_AsLong(digit);
+ Py_DECREF(digit);
+ if (unlikely(idigit < 0)) goto done;
+ val |= ((uint32_t) idigit) << bits;
+ tmp = PyNumber_Rshift(stepval, shift);
+ if (unlikely(!tmp)) goto done;
+ Py_DECREF(stepval); stepval = tmp;
+ }
+ Py_DECREF(shift); shift = NULL;
+ Py_DECREF(mask); mask = NULL;
+ {
+ long idigit = PyLong_AsLong(stepval);
+ if (unlikely(idigit < 0)) goto done;
+ remaining_bits = ((int) sizeof(uint32_t) * 8) - bits - (is_unsigned ? 0 : 1);
+ if (unlikely(idigit >= (1L << remaining_bits)))
+ goto raise_overflow;
+ val |= ((uint32_t) idigit) << bits;
+ }
+ if (!is_unsigned) {
+ if (unlikely(val & (((uint32_t) 1) << (sizeof(uint32_t) * 8 - 1))))
+ goto raise_overflow;
+ if (is_negative)
+ val = ~val;
+ }
+ ret = 0;
+ done:
+ Py_XDECREF(shift);
+ Py_XDECREF(mask);
+ Py_XDECREF(stepval);
+#endif
+ if (unlikely(ret))
+ return (uint32_t) -1;
+ return val;
+ }
+raise_overflow:
+ PyErr_SetString(PyExc_OverflowError,
+ "value too large to convert to uint32_t");
+ return (uint32_t) -1;
+raise_neg_overflow:
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to uint32_t");
+ return (uint32_t) -1;
+}
+
+/* CIntFromPy */
+ static CYTHON_INLINE uint16_t __Pyx_PyInt_As_uint16_t(PyObject *x) {
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic push
+#pragma GCC diagnostic ignored "-Wconversion"
+#endif
+ const uint16_t neg_one = (uint16_t) -1, const_zero = (uint16_t) 0;
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic pop
+#endif
+ const int is_unsigned = neg_one > const_zero;
+#if PY_MAJOR_VERSION < 3
+ if (likely(PyInt_Check(x))) {
+ if ((sizeof(uint16_t) < sizeof(long))) {
+ __PYX_VERIFY_RETURN_INT(uint16_t, long, PyInt_AS_LONG(x))
+ } else {
+ long val = PyInt_AS_LONG(x);
+ if (is_unsigned && unlikely(val < 0)) {
+ goto raise_neg_overflow;
+ }
+ return (uint16_t) val;
+ }
+ }
+#endif
+ if (unlikely(!PyLong_Check(x))) {
+ uint16_t val;
+ PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
+ if (!tmp) return (uint16_t) -1;
+ val = __Pyx_PyInt_As_uint16_t(tmp);
+ Py_DECREF(tmp);
+ return val;
+ }
+ if (is_unsigned) {
+#if CYTHON_USE_PYLONG_INTERNALS
+ if (unlikely(__Pyx_PyLong_IsNeg(x))) {
+ goto raise_neg_overflow;
+ } else if (__Pyx_PyLong_IsCompact(x)) {
+ __PYX_VERIFY_RETURN_INT(uint16_t, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x))
+ } else {
+ const digit* digits = __Pyx_PyLong_Digits(x);
+ assert(__Pyx_PyLong_DigitCount(x) > 1);
+ switch (__Pyx_PyLong_DigitCount(x)) {
+ case 2:
+ if ((8 * sizeof(uint16_t) > 1 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(uint16_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(uint16_t) >= 2 * PyLong_SHIFT)) {
+ return (uint16_t) (((((uint16_t)digits[1]) << PyLong_SHIFT) | (uint16_t)digits[0]));
+ }
+ }
+ break;
+ case 3:
+ if ((8 * sizeof(uint16_t) > 2 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(uint16_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(uint16_t) >= 3 * PyLong_SHIFT)) {
+ return (uint16_t) (((((((uint16_t)digits[2]) << PyLong_SHIFT) | (uint16_t)digits[1]) << PyLong_SHIFT) | (uint16_t)digits[0]));
+ }
+ }
+ break;
+ case 4:
+ if ((8 * sizeof(uint16_t) > 3 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(uint16_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(uint16_t) >= 4 * PyLong_SHIFT)) {
+ return (uint16_t) (((((((((uint16_t)digits[3]) << PyLong_SHIFT) | (uint16_t)digits[2]) << PyLong_SHIFT) | (uint16_t)digits[1]) << PyLong_SHIFT) | (uint16_t)digits[0]));
+ }
+ }
+ break;
+ }
+ }
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7
+ if (unlikely(Py_SIZE(x) < 0)) {
+ goto raise_neg_overflow;
+ }
+#else
+ {
+ int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
+ if (unlikely(result < 0))
+ return (uint16_t) -1;
+ if (unlikely(result == 1))
+ goto raise_neg_overflow;
+ }
+#endif
+ if ((sizeof(uint16_t) <= sizeof(unsigned long))) {
+ __PYX_VERIFY_RETURN_INT_EXC(uint16_t, unsigned long, PyLong_AsUnsignedLong(x))
+#ifdef HAVE_LONG_LONG
+ } else if ((sizeof(uint16_t) <= sizeof(unsigned PY_LONG_LONG))) {
+ __PYX_VERIFY_RETURN_INT_EXC(uint16_t, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
+#endif
+ }
+ } else {
+#if CYTHON_USE_PYLONG_INTERNALS
+ if (__Pyx_PyLong_IsCompact(x)) {
+ __PYX_VERIFY_RETURN_INT(uint16_t, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x))
+ } else {
+ const digit* digits = __Pyx_PyLong_Digits(x);
+ assert(__Pyx_PyLong_DigitCount(x) > 1);
+ switch (__Pyx_PyLong_SignedDigitCount(x)) {
+ case -2:
+ if ((8 * sizeof(uint16_t) - 1 > 1 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(uint16_t, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(uint16_t) - 1 > 2 * PyLong_SHIFT)) {
+ return (uint16_t) (((uint16_t)-1)*(((((uint16_t)digits[1]) << PyLong_SHIFT) | (uint16_t)digits[0])));
+ }
+ }
+ break;
+ case 2:
+ if ((8 * sizeof(uint16_t) > 1 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(uint16_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(uint16_t) - 1 > 2 * PyLong_SHIFT)) {
+ return (uint16_t) ((((((uint16_t)digits[1]) << PyLong_SHIFT) | (uint16_t)digits[0])));
+ }
+ }
+ break;
+ case -3:
+ if ((8 * sizeof(uint16_t) - 1 > 2 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(uint16_t, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(uint16_t) - 1 > 3 * PyLong_SHIFT)) {
+ return (uint16_t) (((uint16_t)-1)*(((((((uint16_t)digits[2]) << PyLong_SHIFT) | (uint16_t)digits[1]) << PyLong_SHIFT) | (uint16_t)digits[0])));
+ }
+ }
+ break;
+ case 3:
+ if ((8 * sizeof(uint16_t) > 2 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(uint16_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(uint16_t) - 1 > 3 * PyLong_SHIFT)) {
+ return (uint16_t) ((((((((uint16_t)digits[2]) << PyLong_SHIFT) | (uint16_t)digits[1]) << PyLong_SHIFT) | (uint16_t)digits[0])));
+ }
+ }
+ break;
+ case -4:
+ if ((8 * sizeof(uint16_t) - 1 > 3 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(uint16_t, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(uint16_t) - 1 > 4 * PyLong_SHIFT)) {
+ return (uint16_t) (((uint16_t)-1)*(((((((((uint16_t)digits[3]) << PyLong_SHIFT) | (uint16_t)digits[2]) << PyLong_SHIFT) | (uint16_t)digits[1]) << PyLong_SHIFT) | (uint16_t)digits[0])));
+ }
+ }
+ break;
+ case 4:
+ if ((8 * sizeof(uint16_t) > 3 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(uint16_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(uint16_t) - 1 > 4 * PyLong_SHIFT)) {
+ return (uint16_t) ((((((((((uint16_t)digits[3]) << PyLong_SHIFT) | (uint16_t)digits[2]) << PyLong_SHIFT) | (uint16_t)digits[1]) << PyLong_SHIFT) | (uint16_t)digits[0])));
+ }
+ }
+ break;
+ }
+ }
+#endif
+ if ((sizeof(uint16_t) <= sizeof(long))) {
+ __PYX_VERIFY_RETURN_INT_EXC(uint16_t, long, PyLong_AsLong(x))
+#ifdef HAVE_LONG_LONG
+ } else if ((sizeof(uint16_t) <= sizeof(PY_LONG_LONG))) {
+ __PYX_VERIFY_RETURN_INT_EXC(uint16_t, PY_LONG_LONG, PyLong_AsLongLong(x))
+#endif
+ }
+ }
+ {
+ uint16_t val;
+ int ret = -1;
+#if PY_VERSION_HEX >= 0x030d00A6 && !CYTHON_COMPILING_IN_LIMITED_API
+ Py_ssize_t bytes_copied = PyLong_AsNativeBytes(
+ x, &val, sizeof(val), Py_ASNATIVEBYTES_NATIVE_ENDIAN | (is_unsigned ? Py_ASNATIVEBYTES_UNSIGNED_BUFFER | Py_ASNATIVEBYTES_REJECT_NEGATIVE : 0));
+ if (unlikely(bytes_copied == -1)) {
+ } else if (unlikely(bytes_copied > (Py_ssize_t) sizeof(val))) {
+ goto raise_overflow;
+ } else {
+ ret = 0;
+ }
+#elif PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray)
+ int one = 1; int is_little = (int)*(unsigned char *)&one;
+ unsigned char *bytes = (unsigned char *)&val;
+ ret = _PyLong_AsByteArray((PyLongObject *)x,
+ bytes, sizeof(val),
+ is_little, !is_unsigned);
+#else
+ PyObject *v;
+ PyObject *stepval = NULL, *mask = NULL, *shift = NULL;
+ int bits, remaining_bits, is_negative = 0;
+ int chunk_size = (sizeof(long) < 8) ? 30 : 62;
+ if (likely(PyLong_CheckExact(x))) {
+ v = __Pyx_NewRef(x);
+ } else {
+ v = PyNumber_Long(x);
+ if (unlikely(!v)) return (uint16_t) -1;
+ assert(PyLong_CheckExact(v));
+ }
+ {
+ int result = PyObject_RichCompareBool(v, Py_False, Py_LT);
+ if (unlikely(result < 0)) {
+ Py_DECREF(v);
+ return (uint16_t) -1;
+ }
+ is_negative = result == 1;
+ }
+ if (is_unsigned && unlikely(is_negative)) {
+ Py_DECREF(v);
+ goto raise_neg_overflow;
+ } else if (is_negative) {
+ stepval = PyNumber_Invert(v);
+ Py_DECREF(v);
+ if (unlikely(!stepval))
+ return (uint16_t) -1;
+ } else {
+ stepval = v;
+ }
+ v = NULL;
+ val = (uint16_t) 0;
+ mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done;
+ shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done;
+ for (bits = 0; bits < (int) sizeof(uint16_t) * 8 - chunk_size; bits += chunk_size) {
+ PyObject *tmp, *digit;
+ long idigit;
+ digit = PyNumber_And(stepval, mask);
+ if (unlikely(!digit)) goto done;
+ idigit = PyLong_AsLong(digit);
+ Py_DECREF(digit);
+ if (unlikely(idigit < 0)) goto done;
+ val |= ((uint16_t) idigit) << bits;
+ tmp = PyNumber_Rshift(stepval, shift);
+ if (unlikely(!tmp)) goto done;
+ Py_DECREF(stepval); stepval = tmp;
+ }
+ Py_DECREF(shift); shift = NULL;
+ Py_DECREF(mask); mask = NULL;
+ {
+ long idigit = PyLong_AsLong(stepval);
+ if (unlikely(idigit < 0)) goto done;
+ remaining_bits = ((int) sizeof(uint16_t) * 8) - bits - (is_unsigned ? 0 : 1);
+ if (unlikely(idigit >= (1L << remaining_bits)))
+ goto raise_overflow;
+ val |= ((uint16_t) idigit) << bits;
+ }
+ if (!is_unsigned) {
+ if (unlikely(val & (((uint16_t) 1) << (sizeof(uint16_t) * 8 - 1))))
+ goto raise_overflow;
+ if (is_negative)
+ val = ~val;
+ }
+ ret = 0;
+ done:
+ Py_XDECREF(shift);
+ Py_XDECREF(mask);
+ Py_XDECREF(stepval);
+#endif
+ if (unlikely(ret))
+ return (uint16_t) -1;
+ return val;
+ }
+raise_overflow:
+ PyErr_SetString(PyExc_OverflowError,
+ "value too large to convert to uint16_t");
+ return (uint16_t) -1;
+raise_neg_overflow:
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to uint16_t");
+ return (uint16_t) -1;
+}
+
+/* FormatTypeName */
+ #if CYTHON_COMPILING_IN_LIMITED_API
+static __Pyx_TypeName
+__Pyx_PyType_GetName(PyTypeObject* tp)
+{
+ PyObject *name = __Pyx_PyObject_GetAttrStr((PyObject *)tp,
+ __pyx_n_s_name);
+ if (unlikely(name == NULL) || unlikely(!PyUnicode_Check(name))) {
+ PyErr_Clear();
+ Py_XDECREF(name);
+ name = __Pyx_NewRef(__pyx_n_s__11);
+ }
+ return name;
+}
+#endif
+
+/* CIntToPy */
+ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) {
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic push
+#pragma GCC diagnostic ignored "-Wconversion"
+#endif
+ const long neg_one = (long) -1, const_zero = (long) 0;
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic pop
+#endif
+ const int is_unsigned = neg_one > const_zero;
+ if (is_unsigned) {
+ if (sizeof(long) < sizeof(long)) {
+ return PyInt_FromLong((long) value);
+ } else if (sizeof(long) <= sizeof(unsigned long)) {
+ return PyLong_FromUnsignedLong((unsigned long) value);
+#ifdef HAVE_LONG_LONG
+ } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) {
+ return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
+#endif
+ }
+ } else {
+ if (sizeof(long) <= sizeof(long)) {
+ return PyInt_FromLong((long) value);
+#ifdef HAVE_LONG_LONG
+ } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
+ return PyLong_FromLongLong((PY_LONG_LONG) value);
+#endif
+ }
+ }
+ {
+ unsigned char *bytes = (unsigned char *)&value;
+#if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00A4
+ if (is_unsigned) {
+ return PyLong_FromUnsignedNativeBytes(bytes, sizeof(value), -1);
+ } else {
+ return PyLong_FromNativeBytes(bytes, sizeof(value), -1);
+ }
+#elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030d0000
+ int one = 1; int little = (int)*(unsigned char *)&one;
+ return _PyLong_FromByteArray(bytes, sizeof(long),
+ little, !is_unsigned);
+#else
+ int one = 1; int little = (int)*(unsigned char *)&one;
+ PyObject *from_bytes, *result = NULL;
+ PyObject *py_bytes = NULL, *arg_tuple = NULL, *kwds = NULL, *order_str = NULL;
+ from_bytes = PyObject_GetAttrString((PyObject*)&PyLong_Type, "from_bytes");
+ if (!from_bytes) return NULL;
+ py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(long));
+ if (!py_bytes) goto limited_bad;
+ order_str = PyUnicode_FromString(little ? "little" : "big");
+ if (!order_str) goto limited_bad;
+ arg_tuple = PyTuple_Pack(2, py_bytes, order_str);
+ if (!arg_tuple) goto limited_bad;
+ if (!is_unsigned) {
+ kwds = PyDict_New();
+ if (!kwds) goto limited_bad;
+ if (PyDict_SetItemString(kwds, "signed", __Pyx_NewRef(Py_True))) goto limited_bad;
+ }
+ result = PyObject_Call(from_bytes, arg_tuple, kwds);
+ limited_bad:
+ Py_XDECREF(kwds);
+ Py_XDECREF(arg_tuple);
+ Py_XDECREF(order_str);
+ Py_XDECREF(py_bytes);
+ Py_XDECREF(from_bytes);
+ return result;
+#endif
+ }
+}
+
+/* CIntFromPy */
+ static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) {
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic push
+#pragma GCC diagnostic ignored "-Wconversion"
+#endif
+ const long neg_one = (long) -1, const_zero = (long) 0;
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic pop
+#endif
+ const int is_unsigned = neg_one > const_zero;
+#if PY_MAJOR_VERSION < 3
+ if (likely(PyInt_Check(x))) {
+ if ((sizeof(long) < sizeof(long))) {
+ __PYX_VERIFY_RETURN_INT(long, long, PyInt_AS_LONG(x))
+ } else {
+ long val = PyInt_AS_LONG(x);
+ if (is_unsigned && unlikely(val < 0)) {
+ goto raise_neg_overflow;
+ }
+ return (long) val;
+ }
+ }
+#endif
+ if (unlikely(!PyLong_Check(x))) {
+ long val;
+ PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
+ if (!tmp) return (long) -1;
+ val = __Pyx_PyInt_As_long(tmp);
+ Py_DECREF(tmp);
+ return val;
+ }
+ if (is_unsigned) {
+#if CYTHON_USE_PYLONG_INTERNALS
+ if (unlikely(__Pyx_PyLong_IsNeg(x))) {
+ goto raise_neg_overflow;
+ } else if (__Pyx_PyLong_IsCompact(x)) {
+ __PYX_VERIFY_RETURN_INT(long, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x))
+ } else {
+ const digit* digits = __Pyx_PyLong_Digits(x);
+ assert(__Pyx_PyLong_DigitCount(x) > 1);
+ switch (__Pyx_PyLong_DigitCount(x)) {
+ case 2:
+ if ((8 * sizeof(long) > 1 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(long) >= 2 * PyLong_SHIFT)) {
+ return (long) (((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
+ }
+ }
+ break;
+ case 3:
+ if ((8 * sizeof(long) > 2 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(long) >= 3 * PyLong_SHIFT)) {
+ return (long) (((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
+ }
+ }
+ break;
+ case 4:
+ if ((8 * sizeof(long) > 3 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(long) >= 4 * PyLong_SHIFT)) {
+ return (long) (((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
+ }
+ }
+ break;
+ }
+ }
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7
+ if (unlikely(Py_SIZE(x) < 0)) {
+ goto raise_neg_overflow;
+ }
+#else
+ {
+ int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
+ if (unlikely(result < 0))
+ return (long) -1;
+ if (unlikely(result == 1))
+ goto raise_neg_overflow;
+ }
+#endif
+ if ((sizeof(long) <= sizeof(unsigned long))) {
+ __PYX_VERIFY_RETURN_INT_EXC(long, unsigned long, PyLong_AsUnsignedLong(x))
+#ifdef HAVE_LONG_LONG
+ } else if ((sizeof(long) <= sizeof(unsigned PY_LONG_LONG))) {
+ __PYX_VERIFY_RETURN_INT_EXC(long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
+#endif
+ }
+ } else {
+#if CYTHON_USE_PYLONG_INTERNALS
+ if (__Pyx_PyLong_IsCompact(x)) {
+ __PYX_VERIFY_RETURN_INT(long, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x))
+ } else {
+ const digit* digits = __Pyx_PyLong_Digits(x);
+ assert(__Pyx_PyLong_DigitCount(x) > 1);
+ switch (__Pyx_PyLong_SignedDigitCount(x)) {
+ case -2:
+ if ((8 * sizeof(long) - 1 > 1 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(long) - 1 > 2 * PyLong_SHIFT)) {
+ return (long) (((long)-1)*(((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+ }
+ }
+ break;
+ case 2:
+ if ((8 * sizeof(long) > 1 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(long) - 1 > 2 * PyLong_SHIFT)) {
+ return (long) ((((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+ }
+ }
+ break;
+ case -3:
+ if ((8 * sizeof(long) - 1 > 2 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(long) - 1 > 3 * PyLong_SHIFT)) {
+ return (long) (((long)-1)*(((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+ }
+ }
+ break;
+ case 3:
+ if ((8 * sizeof(long) > 2 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(long) - 1 > 3 * PyLong_SHIFT)) {
+ return (long) ((((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+ }
+ }
+ break;
+ case -4:
+ if ((8 * sizeof(long) - 1 > 3 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(long) - 1 > 4 * PyLong_SHIFT)) {
+ return (long) (((long)-1)*(((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+ }
+ }
+ break;
+ case 4:
+ if ((8 * sizeof(long) > 3 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(long) - 1 > 4 * PyLong_SHIFT)) {
+ return (long) ((((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
+ }
+ }
+ break;
+ }
+ }
+#endif
+ if ((sizeof(long) <= sizeof(long))) {
+ __PYX_VERIFY_RETURN_INT_EXC(long, long, PyLong_AsLong(x))
+#ifdef HAVE_LONG_LONG
+ } else if ((sizeof(long) <= sizeof(PY_LONG_LONG))) {
+ __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x))
+#endif
+ }
+ }
+ {
+ long val;
+ int ret = -1;
+#if PY_VERSION_HEX >= 0x030d00A6 && !CYTHON_COMPILING_IN_LIMITED_API
+ Py_ssize_t bytes_copied = PyLong_AsNativeBytes(
+ x, &val, sizeof(val), Py_ASNATIVEBYTES_NATIVE_ENDIAN | (is_unsigned ? Py_ASNATIVEBYTES_UNSIGNED_BUFFER | Py_ASNATIVEBYTES_REJECT_NEGATIVE : 0));
+ if (unlikely(bytes_copied == -1)) {
+ } else if (unlikely(bytes_copied > (Py_ssize_t) sizeof(val))) {
+ goto raise_overflow;
+ } else {
+ ret = 0;
+ }
+#elif PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray)
+ int one = 1; int is_little = (int)*(unsigned char *)&one;
+ unsigned char *bytes = (unsigned char *)&val;
+ ret = _PyLong_AsByteArray((PyLongObject *)x,
+ bytes, sizeof(val),
+ is_little, !is_unsigned);
+#else
+ PyObject *v;
+ PyObject *stepval = NULL, *mask = NULL, *shift = NULL;
+ int bits, remaining_bits, is_negative = 0;
+ int chunk_size = (sizeof(long) < 8) ? 30 : 62;
+ if (likely(PyLong_CheckExact(x))) {
+ v = __Pyx_NewRef(x);
+ } else {
+ v = PyNumber_Long(x);
+ if (unlikely(!v)) return (long) -1;
+ assert(PyLong_CheckExact(v));
+ }
+ {
+ int result = PyObject_RichCompareBool(v, Py_False, Py_LT);
+ if (unlikely(result < 0)) {
+ Py_DECREF(v);
+ return (long) -1;
+ }
+ is_negative = result == 1;
+ }
+ if (is_unsigned && unlikely(is_negative)) {
+ Py_DECREF(v);
+ goto raise_neg_overflow;
+ } else if (is_negative) {
+ stepval = PyNumber_Invert(v);
+ Py_DECREF(v);
+ if (unlikely(!stepval))
+ return (long) -1;
+ } else {
+ stepval = v;
+ }
+ v = NULL;
+ val = (long) 0;
+ mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done;
+ shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done;
+ for (bits = 0; bits < (int) sizeof(long) * 8 - chunk_size; bits += chunk_size) {
+ PyObject *tmp, *digit;
+ long idigit;
+ digit = PyNumber_And(stepval, mask);
+ if (unlikely(!digit)) goto done;
+ idigit = PyLong_AsLong(digit);
+ Py_DECREF(digit);
+ if (unlikely(idigit < 0)) goto done;
+ val |= ((long) idigit) << bits;
+ tmp = PyNumber_Rshift(stepval, shift);
+ if (unlikely(!tmp)) goto done;
+ Py_DECREF(stepval); stepval = tmp;
+ }
+ Py_DECREF(shift); shift = NULL;
+ Py_DECREF(mask); mask = NULL;
+ {
+ long idigit = PyLong_AsLong(stepval);
+ if (unlikely(idigit < 0)) goto done;
+ remaining_bits = ((int) sizeof(long) * 8) - bits - (is_unsigned ? 0 : 1);
+ if (unlikely(idigit >= (1L << remaining_bits)))
+ goto raise_overflow;
+ val |= ((long) idigit) << bits;
+ }
+ if (!is_unsigned) {
+ if (unlikely(val & (((long) 1) << (sizeof(long) * 8 - 1))))
+ goto raise_overflow;
+ if (is_negative)
+ val = ~val;
+ }
+ ret = 0;
+ done:
+ Py_XDECREF(shift);
+ Py_XDECREF(mask);
+ Py_XDECREF(stepval);
+#endif
+ if (unlikely(ret))
+ return (long) -1;
+ return val;
+ }
+raise_overflow:
+ PyErr_SetString(PyExc_OverflowError,
+ "value too large to convert to long");
+ return (long) -1;
+raise_neg_overflow:
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to long");
+ return (long) -1;
+}
+
+/* CIntFromPy */
+ static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) {
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic push
+#pragma GCC diagnostic ignored "-Wconversion"
+#endif
+ const int neg_one = (int) -1, const_zero = (int) 0;
+#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
+#pragma GCC diagnostic pop
+#endif
+ const int is_unsigned = neg_one > const_zero;
+#if PY_MAJOR_VERSION < 3
+ if (likely(PyInt_Check(x))) {
+ if ((sizeof(int) < sizeof(long))) {
+ __PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG(x))
+ } else {
+ long val = PyInt_AS_LONG(x);
+ if (is_unsigned && unlikely(val < 0)) {
+ goto raise_neg_overflow;
+ }
+ return (int) val;
+ }
+ }
+#endif
+ if (unlikely(!PyLong_Check(x))) {
+ int val;
+ PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
+ if (!tmp) return (int) -1;
+ val = __Pyx_PyInt_As_int(tmp);
+ Py_DECREF(tmp);
+ return val;
+ }
+ if (is_unsigned) {
+#if CYTHON_USE_PYLONG_INTERNALS
+ if (unlikely(__Pyx_PyLong_IsNeg(x))) {
+ goto raise_neg_overflow;
+ } else if (__Pyx_PyLong_IsCompact(x)) {
+ __PYX_VERIFY_RETURN_INT(int, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x))
+ } else {
+ const digit* digits = __Pyx_PyLong_Digits(x);
+ assert(__Pyx_PyLong_DigitCount(x) > 1);
+ switch (__Pyx_PyLong_DigitCount(x)) {
+ case 2:
+ if ((8 * sizeof(int) > 1 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(int) >= 2 * PyLong_SHIFT)) {
+ return (int) (((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
+ }
+ }
+ break;
+ case 3:
+ if ((8 * sizeof(int) > 2 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(int) >= 3 * PyLong_SHIFT)) {
+ return (int) (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
+ }
+ }
+ break;
+ case 4:
+ if ((8 * sizeof(int) > 3 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(int) >= 4 * PyLong_SHIFT)) {
+ return (int) (((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
+ }
+ }
+ break;
+ }
+ }
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7
+ if (unlikely(Py_SIZE(x) < 0)) {
+ goto raise_neg_overflow;
+ }
+#else
+ {
+ int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
+ if (unlikely(result < 0))
+ return (int) -1;
+ if (unlikely(result == 1))
+ goto raise_neg_overflow;
+ }
+#endif
+ if ((sizeof(int) <= sizeof(unsigned long))) {
+ __PYX_VERIFY_RETURN_INT_EXC(int, unsigned long, PyLong_AsUnsignedLong(x))
+#ifdef HAVE_LONG_LONG
+ } else if ((sizeof(int) <= sizeof(unsigned PY_LONG_LONG))) {
+ __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
+#endif
+ }
+ } else {
+#if CYTHON_USE_PYLONG_INTERNALS
+ if (__Pyx_PyLong_IsCompact(x)) {
+ __PYX_VERIFY_RETURN_INT(int, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x))
+ } else {
+ const digit* digits = __Pyx_PyLong_Digits(x);
+ assert(__Pyx_PyLong_DigitCount(x) > 1);
+ switch (__Pyx_PyLong_SignedDigitCount(x)) {
+ case -2:
+ if ((8 * sizeof(int) - 1 > 1 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(int) - 1 > 2 * PyLong_SHIFT)) {
+ return (int) (((int)-1)*(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+ }
+ }
+ break;
+ case 2:
+ if ((8 * sizeof(int) > 1 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(int) - 1 > 2 * PyLong_SHIFT)) {
+ return (int) ((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+ }
+ }
+ break;
+ case -3:
+ if ((8 * sizeof(int) - 1 > 2 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(int) - 1 > 3 * PyLong_SHIFT)) {
+ return (int) (((int)-1)*(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+ }
+ }
+ break;
+ case 3:
+ if ((8 * sizeof(int) > 2 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(int) - 1 > 3 * PyLong_SHIFT)) {
+ return (int) ((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+ }
+ }
+ break;
+ case -4:
+ if ((8 * sizeof(int) - 1 > 3 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(int) - 1 > 4 * PyLong_SHIFT)) {
+ return (int) (((int)-1)*(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+ }
+ }
+ break;
+ case 4:
+ if ((8 * sizeof(int) > 3 * PyLong_SHIFT)) {
+ if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
+ __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if ((8 * sizeof(int) - 1 > 4 * PyLong_SHIFT)) {
+ return (int) ((((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
+ }
+ }
+ break;
+ }
+ }
+#endif
+ if ((sizeof(int) <= sizeof(long))) {
+ __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x))
+#ifdef HAVE_LONG_LONG
+ } else if ((sizeof(int) <= sizeof(PY_LONG_LONG))) {
+ __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x))
+#endif
+ }
+ }
+ {
+ int val;
+ int ret = -1;
+#if PY_VERSION_HEX >= 0x030d00A6 && !CYTHON_COMPILING_IN_LIMITED_API
+ Py_ssize_t bytes_copied = PyLong_AsNativeBytes(
+ x, &val, sizeof(val), Py_ASNATIVEBYTES_NATIVE_ENDIAN | (is_unsigned ? Py_ASNATIVEBYTES_UNSIGNED_BUFFER | Py_ASNATIVEBYTES_REJECT_NEGATIVE : 0));
+ if (unlikely(bytes_copied == -1)) {
+ } else if (unlikely(bytes_copied > (Py_ssize_t) sizeof(val))) {
+ goto raise_overflow;
+ } else {
+ ret = 0;
+ }
+#elif PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray)
+ int one = 1; int is_little = (int)*(unsigned char *)&one;
+ unsigned char *bytes = (unsigned char *)&val;
+ ret = _PyLong_AsByteArray((PyLongObject *)x,
+ bytes, sizeof(val),
+ is_little, !is_unsigned);
+#else
+ PyObject *v;
+ PyObject *stepval = NULL, *mask = NULL, *shift = NULL;
+ int bits, remaining_bits, is_negative = 0;
+ int chunk_size = (sizeof(long) < 8) ? 30 : 62;
+ if (likely(PyLong_CheckExact(x))) {
+ v = __Pyx_NewRef(x);
+ } else {
+ v = PyNumber_Long(x);
+ if (unlikely(!v)) return (int) -1;
+ assert(PyLong_CheckExact(v));
+ }
+ {
+ int result = PyObject_RichCompareBool(v, Py_False, Py_LT);
+ if (unlikely(result < 0)) {
+ Py_DECREF(v);
+ return (int) -1;
+ }
+ is_negative = result == 1;
+ }
+ if (is_unsigned && unlikely(is_negative)) {
+ Py_DECREF(v);
+ goto raise_neg_overflow;
+ } else if (is_negative) {
+ stepval = PyNumber_Invert(v);
+ Py_DECREF(v);
+ if (unlikely(!stepval))
+ return (int) -1;
+ } else {
+ stepval = v;
+ }
+ v = NULL;
+ val = (int) 0;
+ mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done;
+ shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done;
+ for (bits = 0; bits < (int) sizeof(int) * 8 - chunk_size; bits += chunk_size) {
+ PyObject *tmp, *digit;
+ long idigit;
+ digit = PyNumber_And(stepval, mask);
+ if (unlikely(!digit)) goto done;
+ idigit = PyLong_AsLong(digit);
+ Py_DECREF(digit);
+ if (unlikely(idigit < 0)) goto done;
+ val |= ((int) idigit) << bits;
+ tmp = PyNumber_Rshift(stepval, shift);
+ if (unlikely(!tmp)) goto done;
+ Py_DECREF(stepval); stepval = tmp;
+ }
+ Py_DECREF(shift); shift = NULL;
+ Py_DECREF(mask); mask = NULL;
+ {
+ long idigit = PyLong_AsLong(stepval);
+ if (unlikely(idigit < 0)) goto done;
+ remaining_bits = ((int) sizeof(int) * 8) - bits - (is_unsigned ? 0 : 1);
+ if (unlikely(idigit >= (1L << remaining_bits)))
+ goto raise_overflow;
+ val |= ((int) idigit) << bits;
+ }
+ if (!is_unsigned) {
+ if (unlikely(val & (((int) 1) << (sizeof(int) * 8 - 1))))
+ goto raise_overflow;
+ if (is_negative)
+ val = ~val;
+ }
+ ret = 0;
+ done:
+ Py_XDECREF(shift);
+ Py_XDECREF(mask);
+ Py_XDECREF(stepval);
+#endif
+ if (unlikely(ret))
+ return (int) -1;
+ return val;
+ }
+raise_overflow:
+ PyErr_SetString(PyExc_OverflowError,
+ "value too large to convert to int");
+ return (int) -1;
+raise_neg_overflow:
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to int");
+ return (int) -1;
+}
+
+/* FastTypeChecks */
+ #if CYTHON_COMPILING_IN_CPYTHON
+static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) {
+ while (a) {
+ a = __Pyx_PyType_GetSlot(a, tp_base, PyTypeObject*);
+ if (a == b)
+ return 1;
+ }
+ return b == &PyBaseObject_Type;
+}
+static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b) {
+ PyObject *mro;
+ if (a == b) return 1;
+ mro = a->tp_mro;
+ if (likely(mro)) {
+ Py_ssize_t i, n;
+ n = PyTuple_GET_SIZE(mro);
+ for (i = 0; i < n; i++) {
+ if (PyTuple_GET_ITEM(mro, i) == (PyObject *)b)
+ return 1;
+ }
+ return 0;
+ }
+ return __Pyx_InBases(a, b);
+}
+static CYTHON_INLINE int __Pyx_IsAnySubtype2(PyTypeObject *cls, PyTypeObject *a, PyTypeObject *b) {
+ PyObject *mro;
+ if (cls == a || cls == b) return 1;
+ mro = cls->tp_mro;
+ if (likely(mro)) {
+ Py_ssize_t i, n;
+ n = PyTuple_GET_SIZE(mro);
+ for (i = 0; i < n; i++) {
+ PyObject *base = PyTuple_GET_ITEM(mro, i);
+ if (base == (PyObject *)a || base == (PyObject *)b)
+ return 1;
+ }
+ return 0;
+ }
+ return __Pyx_InBases(cls, a) || __Pyx_InBases(cls, b);
+}
+#if PY_MAJOR_VERSION == 2
+static int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject* exc_type2) {
+ PyObject *exception, *value, *tb;
+ int res;
+ __Pyx_PyThreadState_declare
+ __Pyx_PyThreadState_assign
+ __Pyx_ErrFetch(&exception, &value, &tb);
+ res = exc_type1 ? PyObject_IsSubclass(err, exc_type1) : 0;
+ if (unlikely(res == -1)) {
+ PyErr_WriteUnraisable(err);
+ res = 0;
+ }
+ if (!res) {
+ res = PyObject_IsSubclass(err, exc_type2);
+ if (unlikely(res == -1)) {
+ PyErr_WriteUnraisable(err);
+ res = 0;
+ }
+ }
+ __Pyx_ErrRestore(exception, value, tb);
+ return res;
+}
+#else
+static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject *exc_type2) {
+ if (exc_type1) {
+ return __Pyx_IsAnySubtype2((PyTypeObject*)err, (PyTypeObject*)exc_type1, (PyTypeObject*)exc_type2);
+ } else {
+ return __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type2);
+ }
+}
+#endif
+static int __Pyx_PyErr_GivenExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) {
+ Py_ssize_t i, n;
+ assert(PyExceptionClass_Check(exc_type));
+ n = PyTuple_GET_SIZE(tuple);
+#if PY_MAJOR_VERSION >= 3
+ for (i=0; i<n; i++) {
+ if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1;
+ }
+#endif
+ for (i=0; i<n; i++) {
+ PyObject *t = PyTuple_GET_ITEM(tuple, i);
+ #if PY_MAJOR_VERSION < 3
+ if (likely(exc_type == t)) return 1;
+ #endif
+ if (likely(PyExceptionClass_Check(t))) {
+ if (__Pyx_inner_PyErr_GivenExceptionMatches2(exc_type, NULL, t)) return 1;
+ } else {
+ }
+ }
+ return 0;
+}
+static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject* exc_type) {
+ if (likely(err == exc_type)) return 1;
+ if (likely(PyExceptionClass_Check(err))) {
+ if (likely(PyExceptionClass_Check(exc_type))) {
+ return __Pyx_inner_PyErr_GivenExceptionMatches2(err, NULL, exc_type);
+ } else if (likely(PyTuple_Check(exc_type))) {
+ return __Pyx_PyErr_GivenExceptionMatchesTuple(err, exc_type);
+ } else {
+ }
+ }
+ return PyErr_GivenExceptionMatches(err, exc_type);
+}
+static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *exc_type1, PyObject *exc_type2) {
+ assert(PyExceptionClass_Check(exc_type1));
+ assert(PyExceptionClass_Check(exc_type2));
+ if (likely(err == exc_type1 || err == exc_type2)) return 1;
+ if (likely(PyExceptionClass_Check(err))) {
+ return __Pyx_inner_PyErr_GivenExceptionMatches2(err, exc_type1, exc_type2);
+ }
+ return (PyErr_GivenExceptionMatches(err, exc_type1) || PyErr_GivenExceptionMatches(err, exc_type2));
+}
+#endif
+
+/* CheckBinaryVersion */
+ static unsigned long __Pyx_get_runtime_version(void) {
+#if __PYX_LIMITED_VERSION_HEX >= 0x030B00A4
+ return Py_Version & ~0xFFUL;
+#else
+ const char* rt_version = Py_GetVersion();
+ unsigned long version = 0;
+ unsigned long factor = 0x01000000UL;
+ unsigned int digit = 0;
+ int i = 0;
+ while (factor) {
+ while ('0' <= rt_version[i] && rt_version[i] <= '9') {
+ digit = digit * 10 + (unsigned int) (rt_version[i] - '0');
+ ++i;
+ }
+ version += factor * digit;
+ if (rt_version[i] != '.')
+ break;
+ digit = 0;
+ factor >>= 8;
+ ++i;
+ }
+ return version;
+#endif
+}
+static int __Pyx_check_binary_version(unsigned long ct_version, unsigned long rt_version, int allow_newer) {
+ const unsigned long MAJOR_MINOR = 0xFFFF0000UL;
+ if ((rt_version & MAJOR_MINOR) == (ct_version & MAJOR_MINOR))
+ return 0;
+ if (likely(allow_newer && (rt_version & MAJOR_MINOR) > (ct_version & MAJOR_MINOR)))
+ return 1;
+ {
+ char message[200];
+ PyOS_snprintf(message, sizeof(message),
+ "compile time Python version %d.%d "
+ "of module '%.100s' "
+ "%s "
+ "runtime version %d.%d",
+ (int) (ct_version >> 24), (int) ((ct_version >> 16) & 0xFF),
+ __Pyx_MODULE_NAME,
+ (allow_newer) ? "was newer than" : "does not match",
+ (int) (rt_version >> 24), (int) ((rt_version >> 16) & 0xFF)
+ );
+ return PyErr_WarnEx(NULL, message, 1);
+ }
+}
+
+/* InitStrings */
+ #if PY_MAJOR_VERSION >= 3
+static int __Pyx_InitString(__Pyx_StringTabEntry t, PyObject **str) {
+ if (t.is_unicode | t.is_str) {
+ if (t.intern) {
+ *str = PyUnicode_InternFromString(t.s);
+ } else if (t.encoding) {
+ *str = PyUnicode_Decode(t.s, t.n - 1, t.encoding, NULL);
+ } else {
+ *str = PyUnicode_FromStringAndSize(t.s, t.n - 1);
+ }
+ } else {
+ *str = PyBytes_FromStringAndSize(t.s, t.n - 1);
+ }
+ if (!*str)
+ return -1;
+ if (PyObject_Hash(*str) == -1)
+ return -1;
+ return 0;
+}
+#endif
+static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) {
+ while (t->p) {
+ #if PY_MAJOR_VERSION >= 3
+ __Pyx_InitString(*t, t->p);
+ #else
+ if (t->is_unicode) {
+ *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL);
+ } else if (t->intern) {
+ *t->p = PyString_InternFromString(t->s);
+ } else {
+ *t->p = PyString_FromStringAndSize(t->s, t->n - 1);
+ }
+ if (!*t->p)
+ return -1;
+ if (PyObject_Hash(*t->p) == -1)
+ return -1;
+ #endif
+ ++t;
+ }
+ return 0;
+}
+
+#include <string.h>
+static CYTHON_INLINE Py_ssize_t __Pyx_ssize_strlen(const char *s) {
+ size_t len = strlen(s);
+ if (unlikely(len > (size_t) PY_SSIZE_T_MAX)) {
+ PyErr_SetString(PyExc_OverflowError, "byte string is too long");
+ return -1;
+ }
+ return (Py_ssize_t) len;
+}
+static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) {
+ Py_ssize_t len = __Pyx_ssize_strlen(c_str);
+ if (unlikely(len < 0)) return NULL;
+ return __Pyx_PyUnicode_FromStringAndSize(c_str, len);
+}
+static CYTHON_INLINE PyObject* __Pyx_PyByteArray_FromString(const char* c_str) {
+ Py_ssize_t len = __Pyx_ssize_strlen(c_str);
+ if (unlikely(len < 0)) return NULL;
+ return PyByteArray_FromStringAndSize(c_str, len);
+}
+static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject* o) {
+ Py_ssize_t ignore;
+ return __Pyx_PyObject_AsStringAndSize(o, &ignore);
+}
+#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
+#if !CYTHON_PEP393_ENABLED
+static const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
+ char* defenc_c;
+ PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL);
+ if (!defenc) return NULL;
+ defenc_c = PyBytes_AS_STRING(defenc);
+#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
+ {
+ char* end = defenc_c + PyBytes_GET_SIZE(defenc);
+ char* c;
+ for (c = defenc_c; c < end; c++) {
+ if ((unsigned char) (*c) >= 128) {
+ PyUnicode_AsASCIIString(o);
+ return NULL;
+ }
+ }
+ }
+#endif
+ *length = PyBytes_GET_SIZE(defenc);
+ return defenc_c;
+}
+#else
+static CYTHON_INLINE const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
+ if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL;
+#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
+ if (likely(PyUnicode_IS_ASCII(o))) {
+ *length = PyUnicode_GET_LENGTH(o);
+ return PyUnicode_AsUTF8(o);
+ } else {
+ PyUnicode_AsASCIIString(o);
+ return NULL;
+ }
+#else
+ return PyUnicode_AsUTF8AndSize(o, length);
+#endif
+}
+#endif
+#endif
+static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
+#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
+ if (
+#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
+ __Pyx_sys_getdefaultencoding_not_ascii &&
+#endif
+ PyUnicode_Check(o)) {
+ return __Pyx_PyUnicode_AsStringAndSize(o, length);
+ } else
+#endif
+#if (!CYTHON_COMPILING_IN_PYPY && !CYTHON_COMPILING_IN_LIMITED_API) || (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE))
+ if (PyByteArray_Check(o)) {
+ *length = PyByteArray_GET_SIZE(o);
+ return PyByteArray_AS_STRING(o);
+ } else
+#endif
+ {
+ char* result;
+ int r = PyBytes_AsStringAndSize(o, &result, length);
+ if (unlikely(r < 0)) {
+ return NULL;
+ } else {
+ return result;
+ }
+ }
+}
+static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) {
+ int is_true = x == Py_True;
+ if (is_true | (x == Py_False) | (x == Py_None)) return is_true;
+ else return PyObject_IsTrue(x);
+}
+static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject* x) {
+ int retval;
+ if (unlikely(!x)) return -1;
+ retval = __Pyx_PyObject_IsTrue(x);
+ Py_DECREF(x);
+ return retval;
+}
+static PyObject* __Pyx_PyNumber_IntOrLongWrongResultType(PyObject* result, const char* type_name) {
+ __Pyx_TypeName result_type_name = __Pyx_PyType_GetName(Py_TYPE(result));
+#if PY_MAJOR_VERSION >= 3
+ if (PyLong_Check(result)) {
+ if (PyErr_WarnFormat(PyExc_DeprecationWarning, 1,
+ "__int__ returned non-int (type " __Pyx_FMT_TYPENAME "). "
+ "The ability to return an instance of a strict subclass of int is deprecated, "
+ "and may be removed in a future version of Python.",
+ result_type_name)) {
+ __Pyx_DECREF_TypeName(result_type_name);
+ Py_DECREF(result);
+ return NULL;
+ }
+ __Pyx_DECREF_TypeName(result_type_name);
+ return result;
+ }
+#endif
+ PyErr_Format(PyExc_TypeError,
+ "__%.4s__ returned non-%.4s (type " __Pyx_FMT_TYPENAME ")",
+ type_name, type_name, result_type_name);
+ __Pyx_DECREF_TypeName(result_type_name);
+ Py_DECREF(result);
+ return NULL;
+}
+static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x) {
+#if CYTHON_USE_TYPE_SLOTS
+ PyNumberMethods *m;
+#endif
+ const char *name = NULL;
+ PyObject *res = NULL;
+#if PY_MAJOR_VERSION < 3
+ if (likely(PyInt_Check(x) || PyLong_Check(x)))
+#else
+ if (likely(PyLong_Check(x)))
+#endif
+ return __Pyx_NewRef(x);
+#if CYTHON_USE_TYPE_SLOTS
+ m = Py_TYPE(x)->tp_as_number;
+ #if PY_MAJOR_VERSION < 3
+ if (m && m->nb_int) {
+ name = "int";
+ res = m->nb_int(x);
+ }
+ else if (m && m->nb_long) {
+ name = "long";
+ res = m->nb_long(x);
+ }
+ #else
+ if (likely(m && m->nb_int)) {
+ name = "int";
+ res = m->nb_int(x);
+ }
+ #endif
+#else
+ if (!PyBytes_CheckExact(x) && !PyUnicode_CheckExact(x)) {
+ res = PyNumber_Int(x);
+ }
+#endif
+ if (likely(res)) {
+#if PY_MAJOR_VERSION < 3
+ if (unlikely(!PyInt_Check(res) && !PyLong_Check(res))) {
+#else
+ if (unlikely(!PyLong_CheckExact(res))) {
+#endif
+ return __Pyx_PyNumber_IntOrLongWrongResultType(res, name);
+ }
+ }
+ else if (!PyErr_Occurred()) {
+ PyErr_SetString(PyExc_TypeError,
+ "an integer is required");
+ }
+ return res;
+}
+static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) {
+ Py_ssize_t ival;
+ PyObject *x;
+#if PY_MAJOR_VERSION < 3
+ if (likely(PyInt_CheckExact(b))) {
+ if (sizeof(Py_ssize_t) >= sizeof(long))
+ return PyInt_AS_LONG(b);
+ else
+ return PyInt_AsSsize_t(b);
+ }
+#endif
+ if (likely(PyLong_CheckExact(b))) {
+ #if CYTHON_USE_PYLONG_INTERNALS
+ if (likely(__Pyx_PyLong_IsCompact(b))) {
+ return __Pyx_PyLong_CompactValue(b);
+ } else {
+ const digit* digits = __Pyx_PyLong_Digits(b);
+ const Py_ssize_t size = __Pyx_PyLong_SignedDigitCount(b);
+ switch (size) {
+ case 2:
+ if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
+ return (Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+ }
+ break;
+ case -2:
+ if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
+ return -(Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+ }
+ break;
+ case 3:
+ if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
+ return (Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+ }
+ break;
+ case -3:
+ if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
+ return -(Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+ }
+ break;
+ case 4:
+ if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
+ return (Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+ }
+ break;
+ case -4:
+ if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
+ return -(Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+ }
+ break;
+ }
+ }
+ #endif
+ return PyLong_AsSsize_t(b);
+ }
+ x = PyNumber_Index(b);
+ if (!x) return -1;
+ ival = PyInt_AsSsize_t(x);
+ Py_DECREF(x);
+ return ival;
+}
+static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject* o) {
+ if (sizeof(Py_hash_t) == sizeof(Py_ssize_t)) {
+ return (Py_hash_t) __Pyx_PyIndex_AsSsize_t(o);
+#if PY_MAJOR_VERSION < 3
+ } else if (likely(PyInt_CheckExact(o))) {
+ return PyInt_AS_LONG(o);
+#endif
+ } else {
+ Py_ssize_t ival;
+ PyObject *x;
+ x = PyNumber_Index(o);
+ if (!x) return -1;
+ ival = PyInt_AsLong(x);
+ Py_DECREF(x);
+ return ival;
+ }
+}
+static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b) {
+ return b ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False);
+}
+static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) {
+ return PyInt_FromSize_t(ival);
+}
+
+
+/* #### Code section: utility_code_pragmas_end ### */
+#ifdef _MSC_VER
+#pragma warning( pop )
+#endif
+
+
+
+/* #### Code section: end ### */
+#endif /* Py_PYTHON_H */
diff --git a/python_package/src/onlinemid/runningstats/runningstats.pyx b/python_package/src/onlinemid/runningstats/runningstats.pyx
index 46aa19d62e19227826710dfe79550444d19b76db..53b244b1b6318a7e8c8d2a8fc218fc395f1732c7 100644
--- a/python_package/src/onlinemid/runningstats/runningstats.pyx
+++ b/python_package/src/onlinemid/runningstats/runningstats.pyx
@@ -127,7 +127,7 @@ cpdef call_roi_stats(
&data[0],
image_size,
num_images,
- &online_roi[0],
+ &online_roi[0,0],
num_rois,
online_roi_length_per_roi,
&litframes[0],
diff --git a/python_package/src/onlinemid/runningstats/runningstats_impl.cpp b/python_package/src/onlinemid/runningstats/runningstats_impl.cpp
index e944c0b80fea9f0fca09ccab07768c36a390d71f..ae9ba92bff7d3ff55df2e7d244991c36007845c1 100644
--- a/python_package/src/onlinemid/runningstats/runningstats_impl.cpp
+++ b/python_package/src/onlinemid/runningstats/runningstats_impl.cpp
@@ -580,7 +580,7 @@ void stats_with_roi(
}
// write result into memory
- const auto res = local_roi_stats[this_roi].get();
+ const auto res = local_roi_stats.get();
if (!res)
{
this_image_memory_mean[0] = 0.0;
@@ -638,7 +638,7 @@ void stats_with_roi(
for (std::uint32_t litframe_idx = 0; litframe_idx < num_litframes; litframe_idx++ )
{
const auto image_num = litframes[litframe_idx];
- call_process_image_num(image_num);
+ call_process_image_num(image_num, roi_num);
}
}
}
@@ -714,7 +714,7 @@ void stats_with_roi(
const auto outputPtr = thisPixelOutputMem + 3*pixelNum;
if (!res)
{
- outputPtr[0] = 0.0
+ outputPtr[0] = 0.0;
outputPtr[1] = INFINITY;
outputPtr[2] = INFINITY;
}
diff --git a/python_package/src/onlinemid/runningstats/task_thread_pool.hpp b/python_package/src/onlinemid/runningstats/task_thread_pool.hpp
new file mode 100644
index 0000000000000000000000000000000000000000..e8e282bf1dd6f2d88b4ea7a4bc48c1e841d2759b
--- /dev/null
+++ b/python_package/src/onlinemid/runningstats/task_thread_pool.hpp
@@ -0,0 +1,486 @@
+// SPDX-License-Identifier: BSD-2-Clause OR MIT OR BSL-1.0
+/**
+ * @brief A fast and lightweight thread pool for C++11 and newer.
+ * @see https://github.com/alugowski/task-thread-pool
+ * @author Adam Lugowski
+ * @copyright Copyright (C) 2023 Adam Lugowski.
+ * Licensed under any of the following open-source licenses:
+ * BSD-2-Clause license, MIT license, Boost Software License 1.0
+ *
+ *
+ * BSD-2-Clause license:
+ *
+ * Copyright (C) 2023 Adam Lugowski
+ * Redistribution and use in source and binary forms, with or without modification,
+ * are permitted provided that the following conditions are met:
+ *
+ * 1. Redistributions of source code must retain the above copyright notice,
+ * this list of conditions and the following disclaimer.
+ *
+ * 2. Redistributions in binary form must reproduce the above copyright notice,
+ * this list of conditions and the following disclaimer in the documentation
+ * and/or other materials provided with the distribution.
+ *
+ * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+ * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+ * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
+ * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+ * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+ * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+ * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+ * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+ * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
+ * THE POSSIBILITY OF SUCH DAMAGE.
+ *
+ *
+ *
+ * MIT License:
+ *
+ * Copyright (c) 2023 Adam Lugowski
+ *
+ * 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.
+ *
+ *
+ *
+ * Boost Software License 1.0:
+ *
+ * Permission is hereby granted, free of charge, to any person or organization
+ * obtaining a copy of the software and accompanying documentation covered by
+ * this license (the "Software") to use, reproduce, display, distribute, execute,
+ * and transmit the Software, and to prepare derivative works of the Software,
+ * and to permit third-parties to whom the Software is furnished to do so,
+ * all subject to the following:
+ *
+ * The copyright notices in the Software and this entire statement, including
+ * the above license grant, this restriction and the following disclaimer, must
+ * be included in all copies of the Software, in whole or in part, and all
+ * derivative works of the Software, unless such copies or derivative works
+ * are solely in the form of machine-executable object code generated by a
+ * source language processor.
+ *
+ * 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, TITLE AND NON-INFRINGEMENT. IN NO EVENT
+ * SHALL THE COPYRIGHT HOLDERS OR ANYONE DISTRIBUTING THE SOFTWARE BE LIABLE
+ * FOR ANY DAMAGES OR OTHER LIABILITY, WHETHER IN CONTRACT, TORT OR OTHERWISE,
+ * ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
+ * DEALINGS IN THE SOFTWARE.
+ */
+
+#ifndef AL_TASK_THREAD_POOL_HPP
+#define AL_TASK_THREAD_POOL_HPP
+
+// Version macros.
+#define TASK_THREAD_POOL_VERSION_MAJOR 1
+#define TASK_THREAD_POOL_VERSION_MINOR 0
+#define TASK_THREAD_POOL_VERSION_PATCH 10
+
+#include <condition_variable>
+#include <functional>
+#include <future>
+#include <mutex>
+#include <queue>
+#include <thread>
+#include <type_traits>
+
+// MSVC does not correctly set the __cplusplus macro by default, so we must read it from _MSVC_LANG
+// See https://devblogs.microsoft.com/cppblog/msvc-now-correctly-reports-__cplusplus/
+#if __cplusplus >= 201703L || (defined(_MSVC_LANG) && _MSVC_LANG >= 201703L)
+#define TTP_CXX17 1
+#else
+#define TTP_CXX17 0
+#endif
+
+#if TTP_CXX17
+#define TTP_NODISCARD [[nodiscard]]
+#else
+#define TTP_NODISCARD
+#endif
+
+namespace task_thread_pool {
+
+#if !TTP_CXX17
+ /**
+ * A reimplementation of std::decay_t, which is only available since C++14.
+ */
+ template <class T>
+ using decay_t = typename std::decay<T>::type;
+#endif
+
+ /**
+ * A fast and lightweight thread pool that uses C++11 threads.
+ */
+ class task_thread_pool {
+ public:
+ /**
+ * Create a task_thread_pool and start worker threads.
+ *
+ * @param num_threads Number of worker threads. If 0 then number of threads is equal to the
+ * number of physical cores on the machine, as given by std::thread::hardware_concurrency().
+ */
+ explicit task_thread_pool(unsigned int num_threads = 0) {
+ if (num_threads < 1) {
+ num_threads = std::thread::hardware_concurrency();
+ if (num_threads < 1) { num_threads = 1; }
+ }
+ start_threads(num_threads);
+ }
+
+ /**
+ * Finish all tasks left in the queue then shut down worker threads.
+ * If the pool is currently paused then it is resumed.
+ */
+ ~task_thread_pool() {
+ unpause();
+ wait_for_queued_tasks();
+ stop_all_threads();
+ }
+
+ /**
+ * Drop all tasks that have been submitted but not yet started by a worker.
+ *
+ * Tasks already in progress continue executing.
+ */
+ void clear_task_queue() {
+ const std::lock_guard<std::mutex> tasks_lock(task_mutex);
+ tasks = {};
+ }
+
+ /**
+ * Get number of enqueued tasks.
+ *
+ * @return Number of tasks that have been enqueued but not yet started.
+ */
+ TTP_NODISCARD size_t get_num_queued_tasks() const {
+ const std::lock_guard<std::mutex> tasks_lock(task_mutex);
+ return tasks.size();
+ }
+
+ /**
+ * Get number of in-progress tasks.
+ *
+ * @return Approximate number of tasks currently being processed by worker threads.
+ */
+ TTP_NODISCARD size_t get_num_running_tasks() const {
+ const std::lock_guard<std::mutex> tasks_lock(task_mutex);
+ return num_inflight_tasks;
+ }
+
+ /**
+ * Get total number of tasks in the pool.
+ *
+ * @return Approximate number of tasks both enqueued and running.
+ */
+ TTP_NODISCARD size_t get_num_tasks() const {
+ const std::lock_guard<std::mutex> tasks_lock(task_mutex);
+ return tasks.size() + num_inflight_tasks;
+ }
+
+ /**
+ * Get number of worker threads.
+ *
+ * @return Number of worker threads.
+ */
+ TTP_NODISCARD unsigned int get_num_threads() const {
+ const std::lock_guard<std::recursive_mutex> threads_lock(thread_mutex);
+ return static_cast<unsigned int>(threads.size());
+ }
+
+ /**
+ * Set number of worker threads. Will start or stop worker threads as necessary.
+ *
+ * @param num_threads Number of worker threads. If 0 then number of threads is equal to the
+ * number of physical cores on the machine, as given by std::thread::hardware_concurrency().
+ * @return Previous number of worker threads.
+ */
+ unsigned int set_num_threads(unsigned int num_threads) {
+ const std::lock_guard<std::recursive_mutex> threads_lock(thread_mutex);
+ unsigned int previous_num_threads = get_num_threads();
+
+ if (num_threads < 1) {
+ num_threads = std::thread::hardware_concurrency();
+ if (num_threads < 1) { num_threads = 1; }
+ }
+
+ if (previous_num_threads <= num_threads) {
+ // expanding the thread pool
+ start_threads(num_threads - previous_num_threads);
+ } else {
+ // contracting the thread pool
+ stop_all_threads();
+ {
+ const std::lock_guard<std::mutex> tasks_lock(task_mutex);
+ pool_running = true;
+ }
+ start_threads(num_threads);
+ }
+
+ return previous_num_threads;
+ }
+
+ /**
+ * Stop executing queued tasks. Use `unpause()` to resume. Note: Destroying the pool will implicitly unpause.
+ *
+ * Any in-progress tasks continue executing.
+ */
+ void pause() {
+ const std::lock_guard<std::mutex> tasks_lock(task_mutex);
+ pool_paused = true;
+ }
+
+ /**
+ * Resume executing queued tasks.
+ */
+ void unpause() {
+ const std::lock_guard<std::mutex> tasks_lock(task_mutex);
+ pool_paused = false;
+ task_cv.notify_all();
+ }
+
+ /**
+ * Check whether the pool is paused.
+ *
+ * @return true if pause() has been called without an intervening unpause().
+ */
+ TTP_NODISCARD bool is_paused() const {
+ const std::lock_guard<std::mutex> tasks_lock(task_mutex);
+ return pool_paused;
+ }
+
+ /**
+ * Submit a Callable for the pool to execute and return a std::future.
+ *
+ * @param func The Callable to execute. Can be a function, a lambda, std::packaged_task, std::function, etc.
+ * @param args Arguments for func. Optional.
+ * @return std::future that can be used to get func's return value or thrown exception.
+ */
+ template <typename F, typename... A,
+#if TTP_CXX17
+ typename R = std::invoke_result_t<std::decay_t<F>, std::decay_t<A>...>
+#else
+ typename R = typename std::result_of<decay_t<F>(decay_t<A>...)>::type
+#endif
+ >
+ TTP_NODISCARD std::future<R> submit(F&& func, A&&... args) {
+#if defined(_MSC_VER)
+ // MSVC's packaged_task is not movable even though it should be.
+ // Discussion about this bug and its future fix:
+ // https://developercommunity.visualstudio.com/t/unable-to-move-stdpackaged-task-into-any-stl-conta/108672
+ std::shared_ptr<std::packaged_task<R()>> ptask =
+ std::make_shared<std::packaged_task<R()>>(std::bind(std::forward<F>(func), std::forward<A>(args)...));
+ submit_detach([ptask] { (*ptask)(); });
+ return ptask->get_future();
+#else
+ std::packaged_task<R()> task(std::bind(std::forward<F>(func), std::forward<A>(args)...));
+ auto ret = task.get_future();
+ submit_detach(std::move(task));
+ return ret;
+#endif
+ }
+
+ /**
+ * Submit a zero-argument Callable for the pool to execute.
+ *
+ * @param func The Callable to execute. Can be a function, a lambda, std::packaged_task, std::function, etc.
+ */
+ template <typename F>
+ void submit_detach(F&& func) {
+ const std::lock_guard<std::mutex> tasks_lock(task_mutex);
+ tasks.emplace(std::forward<F>(func));
+ task_cv.notify_one();
+ }
+
+ /**
+ * Submit a Callable with arguments for the pool to execute.
+ *
+ * @param func The Callable to execute. Can be a function, a lambda, std::packaged_task, std::function, etc.
+ */
+ template <typename F, typename... A>
+ void submit_detach(F&& func, A&&... args) {
+ const std::lock_guard<std::mutex> tasks_lock(task_mutex);
+ tasks.emplace(std::bind(std::forward<F>(func), std::forward<A>(args)...));
+ task_cv.notify_one();
+ }
+
+ /**
+ * Block until the task queue is empty. Some tasks may be in-progress when this method returns.
+ */
+ void wait_for_queued_tasks() {
+ std::unique_lock<std::mutex> tasks_lock(task_mutex);
+ notify_task_finish = true;
+ task_finished_cv.wait(tasks_lock, [&] { return tasks.empty(); });
+ notify_task_finish = false;
+ }
+
+ /**
+ * Block until all tasks have finished.
+ */
+ void wait_for_tasks() {
+ std::unique_lock<std::mutex> tasks_lock(task_mutex);
+ notify_task_finish = true;
+ task_finished_cv.wait(tasks_lock, [&] { return tasks.empty() && num_inflight_tasks == 0; });
+ notify_task_finish = false;
+ }
+
+ protected:
+
+ /**
+ * Main function for worker threads.
+ */
+ void worker_main() {
+ bool finished_task = false;
+
+ while (true) {
+ std::unique_lock<std::mutex> tasks_lock(task_mutex);
+
+ if (finished_task) {
+ --num_inflight_tasks;
+ if (notify_task_finish) {
+ task_finished_cv.notify_all();
+ }
+ }
+
+ task_cv.wait(tasks_lock, [&]() { return !pool_running || (!pool_paused && !tasks.empty()); });
+
+ if (!pool_running) {
+ break;
+ }
+
+ // Must mean that (!pool_paused && !tasks.empty()) is true
+
+ std::packaged_task<void()> task{std::move(tasks.front())};
+ tasks.pop();
+ ++num_inflight_tasks;
+ tasks_lock.unlock();
+
+ try {
+ task();
+ } catch (...) {
+ // std::packaged_task::operator() may throw in some error conditions, such as if the task
+ // had already been run. Nothing that the pool can do anything about.
+ }
+
+ finished_task = true;
+ }
+ }
+
+ /**
+ * Start worker threads.
+ *
+ * @param num_threads How many threads to start.
+ */
+ void start_threads(const unsigned int num_threads) {
+ const std::lock_guard<std::recursive_mutex> threads_lock(thread_mutex);
+
+ for (unsigned int i = 0; i < num_threads; ++i) {
+ threads.emplace_back(&task_thread_pool::worker_main, this);
+ }
+ }
+
+ /**
+ * Stop, join, and destroy all worker threads.
+ */
+ void stop_all_threads() {
+ const std::lock_guard<std::recursive_mutex> threads_lock(thread_mutex);
+
+ {
+ const std::lock_guard<std::mutex> tasks_lock(task_mutex);
+ pool_running = false;
+ task_cv.notify_all();
+ }
+
+ for (auto& thread : threads) {
+ if (thread.joinable()) {
+ thread.join();
+ }
+ }
+ threads.clear();
+ }
+
+ /**
+ * The worker threads.
+ *
+ * Access protected by thread_mutex
+ */
+ std::vector<std::thread> threads;
+
+ /**
+ * A mutex for methods that start/stop threads.
+ */
+ mutable std::recursive_mutex thread_mutex;
+
+ /**
+ * The task queue.
+ *
+ * Access protected by task_mutex.
+ */
+ std::queue<std::packaged_task<void()>> tasks = {};
+
+ /**
+ * A mutex for all variables related to tasks.
+ */
+ mutable std::mutex task_mutex;
+
+ /**
+ * Used to notify changes to the task queue, such as a new task added, pause/unpause, etc.
+ */
+ std::condition_variable task_cv;
+
+ /**
+ * Used to notify of finished tasks.
+ */
+ std::condition_variable task_finished_cv;
+
+ /**
+ * A signal for worker threads that the pool is either running or shutting down.
+ *
+ * Access protected by task_mutex.
+ */
+ bool pool_running = true;
+
+ /**
+ * A signal for worker threads to not pull new tasks from the queue.
+ *
+ * Access protected by task_mutex.
+ */
+ bool pool_paused = false;
+
+ /**
+ * A signal for worker threads that they should notify task_finished_cv when they finish a task.
+ *
+ * Access protected by task_mutex.
+ */
+ bool notify_task_finish = false;
+
+ /**
+ * A counter of the number of tasks in-progress by worker threads.
+ * Incremented when a task is popped off the task queue and decremented when that task is complete.
+ *
+ * Access protected by task_mutex.
+ */
+ int num_inflight_tasks = 0;
+ };
+}
+
+// clean up
+#undef TTP_NODISCARD
+#undef TTP_CXX17
+
+#endif
\ No newline at end of file