diff --git a/.flake8 b/.flake8 new file mode 100644 index 0000000..7350ce3 --- /dev/null +++ b/.flake8 @@ -0,0 +1,3 @@ +[flake8] +max-line-length=160 +extend-ignore = E203 \ No newline at end of file diff --git a/README.rst b/README.rst index a815dd8..b306424 100644 --- a/README.rst +++ b/README.rst @@ -50,14 +50,6 @@ Contributing Feel free to submit ideas, bugs reports, pull requests or regular patches. -In order to run tests, install Cython_ (> 0.24.1) and tox_, then type - -:: - - ./update_cpp.sh; tox - -from the source checkout. - Please don't commit generated cpp files in the same commit as other files. .. _Cython: http://cython.org/ diff --git a/pycrfsuite/__init__.py b/pycrfsuite/__init__.py index 1e2d9c0..be04e22 100644 --- a/pycrfsuite/__init__.py +++ b/pycrfsuite/__init__.py @@ -1,2 +1 @@ -from __future__ import absolute_import from ._pycrfsuite import * diff --git a/pycrfsuite/_dumpparser.py b/pycrfsuite/_dumpparser.py index 7f490fe..97da796 100644 --- a/pycrfsuite/_dumpparser.py +++ b/pycrfsuite/_dumpparser.py @@ -1,9 +1,7 @@ -# -*- coding: utf-8 -*- -from __future__ import absolute_import import re -class ParsedDump(object): +class ParsedDump: """ CRFsuite model parameters. Objects of this type are returned by :meth:`pycrfsuite.Tagger.info()` method. @@ -27,6 +25,7 @@ class ParsedDump(object): ``{name: internal_id}`` dict with known attributes """ + def __init__(self): self.header = {} self.labels = {} @@ -35,7 +34,7 @@ def __init__(self): self.state_features = {} -class CRFsuiteDumpParser(object): +class CRFsuiteDumpParser: """ A hack: parser for `crfsuite dump` results. @@ -49,17 +48,19 @@ def __init__(self): def feed(self, line): # Strip initial ws and line terminator, but allow for ws at the end of feature names. - line = line.lstrip().rstrip('\r\n') + line = line.lstrip().rstrip("\r\n") if not line: return - m = re.match(r"(FILEHEADER|LABELS|ATTRIBUTES|TRANSITIONS|STATE_FEATURES) = {", line) + m = re.match( + r"(FILEHEADER|LABELS|ATTRIBUTES|TRANSITIONS|STATE_FEATURES) = {", line + ) if m: self.state = m.group(1) - elif line == '}': + elif line == "}": self.state = None else: - getattr(self, 'parse_%s' % self.state)(line) + getattr(self, "parse_%s" % self.state)(line) def parse_FILEHEADER(self, line): m = re.match(r"(\w+): (.*)", line) diff --git a/pycrfsuite/_logparser.py b/pycrfsuite/_logparser.py index d41baee..a569848 100644 --- a/pycrfsuite/_logparser.py +++ b/pycrfsuite/_logparser.py @@ -1,14 +1,11 @@ -# -*- coding: utf-8 -*- -from __future__ import absolute_import import re import fractions from collections import namedtuple -LabelScore = namedtuple('LabelScore', 'match model ref precision recall f1') +LabelScore = namedtuple("LabelScore", "match model ref precision recall f1") -class TrainLogParser(object): - +class TrainLogParser: def __init__(self): self.state = None self.featgen_percent = -2 @@ -26,14 +23,14 @@ def feed(self, line): # if line != '\n': self.log.append(line) if self.state is None: - self.state = 'STARTING' + self.state = "STARTING" self.handle_STARTING(line) - self.events.append(('start', 0, len(self.log))) - return 'start' + self.events.append(("start", 0, len(self.log))) + return "start" event = getattr(self, "handle_" + self.state)(line) if event is not None: start, end = self.events[-1][2], len(self.log) - if event in ('prepared', 'optimization_end'): + if event in ("prepared", "optimization_end"): end -= 1 self.events.append((event, start, end)) return event @@ -41,16 +38,16 @@ def feed(self, line): @property def last_log(self): event, start, end = self.events[-1] - return ''.join(self.log[start:end]) + return "".join(self.log[start:end]) def handle_STARTING(self, line): - if line.startswith('Feature generation'): - self.state = 'FEATGEN' + if line.startswith("Feature generation"): + self.state = "FEATGEN" def handle_FEATGEN(self, line): if line in "0123456789.10": self.featgen_percent += 2 - return 'featgen_progress' + return "featgen_progress" m = re.match(r"Number of features: (\d+)", line) if m: @@ -59,29 +56,29 @@ def handle_FEATGEN(self, line): if self._seconds(line) is not None: self.featgen_seconds = self._seconds(line) - self.state = 'AFTER_FEATGEN' - return 'featgen_end' + self.state = "AFTER_FEATGEN" + return "featgen_end" def handle_AFTER_FEATGEN(self, line): if self._iteration_head(line) is not None: - self.state = 'ITERATION' + self.state = "ITERATION" self.handle_ITERATION(line) - return 'prepared' + return "prepared" - if 'terminated with error' in line: - self.state = 'AFTER_ITERATION' - return 'prepare_error' + if "terminated with error" in line: + self.state = "AFTER_ITERATION" + return "prepare_error" def handle_ITERATION(self, line): if self._iteration_head(line) is not None: self.last_iteration = { - 'num': self._iteration_head(line), - 'scores': {}, + "num": self._iteration_head(line), + "scores": {}, } self.iterations.append(self.last_iteration) - elif line == '\n': - self.state = 'AFTER_ITERATION' - return 'iteration' + elif line == "\n": + self.state = "AFTER_ITERATION" + return "iteration" def add_re(key, pattern, typ): m = re.match(pattern, line) @@ -96,71 +93,81 @@ def add_re(key, pattern, typ): add_re("linesearch_step", r"Line search step: (\d+\.\d+)", float) add_re("time", r"Seconds required for this iteration: (\d+\.\d+)", float) - m = re.match(r"Macro-average precision, recall, F1: \((\d\.\d+), (\d\.\d+), (\d\.\d+)\)", line) + m = re.match( + r"Macro-average precision, recall, F1: \((\d\.\d+), (\d\.\d+), (\d\.\d+)\)", + line, + ) if m: - self.last_iteration['avg_precision'] = float(m.group(1)) - self.last_iteration['avg_recall'] = float(m.group(2)) - self.last_iteration['avg_f1'] = float(m.group(3)) + self.last_iteration["avg_precision"] = float(m.group(1)) + self.last_iteration["avg_recall"] = float(m.group(2)) + self.last_iteration["avg_f1"] = float(m.group(3)) m = re.match(r"Item accuracy: (\d+) / (\d+)", line) if m: acc = fractions.Fraction(int(m.group(1)), int(m.group(2))) - self.last_iteration['item_accuracy'] = acc - self.last_iteration['item_accuracy_float'] = float(acc) + self.last_iteration["item_accuracy"] = acc + self.last_iteration["item_accuracy_float"] = float(acc) m = re.match(r"Instance accuracy: (\d+) / (\d+)", line) if m: acc = fractions.Fraction(int(m.group(1)), int(m.group(2))) - self.last_iteration['instance_accuracy'] = acc - self.last_iteration['instance_accuracy_float'] = float(acc) + self.last_iteration["instance_accuracy"] = acc + self.last_iteration["instance_accuracy_float"] = float(acc) - m = re.match(r"\s{4}(.+): \((\d+), (\d+), (\d+)\) \((\d\.\d+), (\d\.\d+), (\d\.\d+)\)", line) + m = re.match( + r"\s{4}(.+): \((\d+), (\d+), (\d+)\) \((\d\.\d+), (\d\.\d+), (\d\.\d+)\)", + line, + ) if m: - self.last_iteration['scores'][m.group(1)] = LabelScore(**{ - 'match': int(m.group(2)), - 'model': int(m.group(3)), - 'ref': int(m.group(4)), - 'precision': float(m.group(5)), - 'recall': float(m.group(6)), - 'f1': float(m.group(7)), - }) + self.last_iteration["scores"][m.group(1)] = LabelScore( + **{ + "match": int(m.group(2)), + "model": int(m.group(3)), + "ref": int(m.group(4)), + "precision": float(m.group(5)), + "recall": float(m.group(6)), + "f1": float(m.group(7)), + } + ) m = re.match(r"\s{4}(.+): \(0, 0, 0\) \(\*{6}, \*{6}, \*{6}\)", line) if m: - self.last_iteration['scores'][m.group(1)] = LabelScore(**{ - 'match': 0, - 'model': 0, - 'ref': 0, - 'precision': None, - 'recall': None, - 'f1': None, - }) + self.last_iteration["scores"][m.group(1)] = LabelScore( + **{ + "match": 0, + "model": 0, + "ref": 0, + "precision": None, + "recall": None, + "f1": None, + } + ) def handle_AFTER_ITERATION(self, line): if self._iteration_head(line) is not None: - self.state = 'ITERATION' + self.state = "ITERATION" return self.handle_ITERATION(line) m = re.match(r"Total seconds required for training: (\d+\.\d+)", line) if m: self.training_seconds = float(m.group(1)) - if line.startswith('Storing the model'): - self.state = 'STORING' - return 'optimization_end' + if line.startswith("Storing the model"): + self.state = "STORING" + return "optimization_end" def handle_STORING(self, line): - if line == '\n': - return 'end' + if line == "\n": + return "end" elif self._seconds(line): self.storing_seconds = self._seconds(line) def _iteration_head(self, line): - m = re.match(r'\*{5} (?:Iteration|Epoch) #(\d+) \*{5}\n', line) + m = re.match(r"\*{5} (?:Iteration|Epoch) #(\d+) \*{5}\n", line) if m: return int(m.group(1)) def _seconds(self, line): - m = re.match(r'Seconds required: (\d+\.\d+)', line) + m = re.match(r"Seconds required: (\d+\.\d+)", line) if m: return float(m.group(1)) diff --git a/pycrfsuite/_pycrfsuite.cpp b/pycrfsuite/_pycrfsuite.cpp deleted file mode 100644 index 39152f0..0000000 --- a/pycrfsuite/_pycrfsuite.cpp +++ /dev/null @@ -1,26738 +0,0 @@ -/* Generated by Cython 3.0.2 */ - -#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 CYTHON_LIMITED_API -#define __PYX_EXTRA_ABI_MODULE_NAME "limited" -#else -#define __PYX_EXTRA_ABI_MODULE_NAME "" -#endif -#define CYTHON_ABI "3_0_2" __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 0x030002F0 -#define CYTHON_FUTURE_DIVISION 1 -#include -#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 -#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 -#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 -#elif 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 - #undef CYTHON_USE_PYTYPE_LOOKUP - #define CYTHON_USE_PYTYPE_LOOKUP 0 - #ifndef CYTHON_USE_ASYNC_SLOTS - #define CYTHON_USE_ASYNC_SLOTS 1 - #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 - #undef CYTHON_USE_PYLONG_INTERNALS - #define CYTHON_USE_PYLONG_INTERNALS 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_PYCALL - #define CYTHON_FAST_PYCALL 0 - #ifndef CYTHON_PEP489_MULTI_PHASE_INIT - #define CYTHON_PEP489_MULTI_PHASE_INIT 1 - #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 -#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 -#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 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 - 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 - struct __PYX_IS_UNSIGNED_IMPL {static const bool value = T(0) < T(-1);}; - #define __PYX_IS_UNSIGNED(type) (__PYX_IS_UNSIGNED_IMPL::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 -void __Pyx_call_destructor(T& x) { - x.~T(); -} -template -class __Pyx_FakeReference { - public: - __Pyx_FakeReference() : ptr(NULL) { } - __Pyx_FakeReference(const T& ref) : ptr(const_cast(&ref)) { } - T *operator->() { return ptr; } - T *operator&() { return ptr; } - operator T&() { return *ptr; } - template bool operator ==(const U& other) const { return *ptr == other; } - template bool operator !=(const U& other) const { return *ptr != other; } - template bool operator==(const __Pyx_FakeReference& other) const { return *ptr == *other.ptr; } - template bool operator!=(const __Pyx_FakeReference& 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; - PyObject *version_info; // borrowed - PyObject *py_minor_version = NULL; - long minor_version = 0; - PyObject *type, *value, *traceback; - PyErr_Fetch(&type, &value, &traceback); - #if __PYX_LIMITED_VERSION_HEX >= 0x030B0000 - minor_version = 11; // we don't yet need to distinguish between versions > 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); - 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); - Py_XDECREF(py_minor_version); - 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); // we don't have access to __pyx_empty_bytes here - 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 - #define __Pyx_PyCFunctionFast _PyCFunctionFast - #define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords -#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 __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 >= 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; 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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 // Py < 3.12 - #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) ? 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-#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); - -/* 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 - -/* 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 // no-op - #define __Pyx_Arg_XDECREF_VARARGS(arg) // no-op - arg is borrowed -#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); - #define __Pyx_KwargsAsDict_FASTCALL(kw, kwvalues) _PyStack_AsDict(kwvalues, kw) - #define __Pyx_Arg_NewRef_FASTCALL(arg) arg // no-op, __Pyx_Arg_FASTCALL is direct and this needs - #define __Pyx_Arg_XDECREF_FASTCALL(arg) // no-op - arg was returned from array -#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); - -/* PyObjectSetAttrStr.proto */ -#if CYTHON_USE_TYPE_SLOTS -#define __Pyx_PyObject_DelAttrStr(o,n) __Pyx_PyObject_SetAttrStr(o, n, NULL) -static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value); -#else -#define __Pyx_PyObject_DelAttrStr(o,n) PyObject_DelAttr(o,n) -#define __Pyx_PyObject_SetAttrStr(o,n,v) PyObject_SetAttr(o,n,v) -#endif - -/* PyFunctionFastCall.proto */ -#if CYTHON_FAST_PYCALL -#if !CYTHON_VECTORCALL -#define __Pyx_PyFunction_FastCall(func, args, nargs)\ - __Pyx_PyFunction_FastCallDict((func), (args), (nargs), NULL) -static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, Py_ssize_t nargs, PyObject *kwargs); -#endif -#define __Pyx_BUILD_ASSERT_EXPR(cond)\ - (sizeof(char [1 - 2*!(cond)]) - 1) -#ifndef Py_MEMBER_SIZE -#define Py_MEMBER_SIZE(type, member) sizeof(((type *)0)->member) -#endif -#if !CYTHON_VECTORCALL -#if PY_VERSION_HEX >= 0x03080000 - #include "frameobject.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 - #define __Pxy_PyFrame_Initialize_Offsets() - #define __Pyx_PyFrame_GetLocalsplus(frame) ((frame)->f_localsplus) -#else - static size_t __pyx_pyframe_localsplus_offset = 0; - #include "frameobject.h" - #define __Pxy_PyFrame_Initialize_Offsets()\ - ((void)__Pyx_BUILD_ASSERT_EXPR(sizeof(PyFrameObject) == offsetof(PyFrameObject, f_localsplus) + Py_MEMBER_SIZE(PyFrameObject, f_localsplus)),\ - (void)(__pyx_pyframe_localsplus_offset = ((size_t)PyFrame_Type.tp_basicsize) - Py_MEMBER_SIZE(PyFrameObject, f_localsplus))) - #define __Pyx_PyFrame_GetLocalsplus(frame)\ - (assert(__pyx_pyframe_localsplus_offset), (PyObject **)(((char *)(frame)) + __pyx_pyframe_localsplus_offset)) -#endif -#endif -#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 - -/* PyObjectCallMethO.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg); -#endif - -/* PyObjectFastCall.proto */ -#define __Pyx_PyObject_FastCall(func, args, nargs) __Pyx_PyObject_FastCallDict(func, args, (size_t)(nargs), NULL) -static CYTHON_INLINE PyObject* __Pyx_PyObject_FastCallDict(PyObject *func, PyObject **args, size_t nargs, PyObject *kwargs); - -/* MoveIfSupported.proto */ -#if CYTHON_USE_CPP_STD_MOVE - #include - #define __PYX_STD_MOVE_IF_SUPPORTED(x) std::move(x) -#else - #define __PYX_STD_MOVE_IF_SUPPORTED(x) x -#endif - -/* DictGetItem.proto */ -#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY -static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key); -#define __Pyx_PyObject_Dict_GetItem(obj, name)\ - (likely(PyDict_CheckExact(obj)) ?\ - __Pyx_PyDict_GetItem(obj, name) : PyObject_GetItem(obj, name)) -#else -#define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key) -#define __Pyx_PyObject_Dict_GetItem(obj, name) PyObject_GetItem(obj, name) -#endif - -/* KeywordStringCheck.proto */ -static int __Pyx_CheckKeywordStrings(PyObject *kw, const char* function_name, int kw_allowed); - -/* decode_c_string_utf16.proto */ -static CYTHON_INLINE PyObject *__Pyx_PyUnicode_DecodeUTF16(const char *s, Py_ssize_t size, const char *errors) { - int byteorder = 0; - return PyUnicode_DecodeUTF16(s, size, errors, &byteorder); -} -static CYTHON_INLINE PyObject *__Pyx_PyUnicode_DecodeUTF16LE(const char *s, Py_ssize_t size, const char *errors) { - int byteorder = -1; - return PyUnicode_DecodeUTF16(s, size, errors, &byteorder); -} -static CYTHON_INLINE PyObject *__Pyx_PyUnicode_DecodeUTF16BE(const char *s, Py_ssize_t size, const char *errors) { - int byteorder = 1; - return PyUnicode_DecodeUTF16(s, size, errors, &byteorder); -} - -/* decode_c_bytes.proto */ -static CYTHON_INLINE PyObject* __Pyx_decode_c_bytes( - const char* cstring, Py_ssize_t length, Py_ssize_t start, Py_ssize_t stop, - const char* encoding, const char* errors, - PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)); - -/* decode_bytes.proto */ -static CYTHON_INLINE PyObject* __Pyx_decode_bytes( - PyObject* string, Py_ssize_t start, Py_ssize_t stop, - const char* encoding, const char* errors, - PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)) { - return __Pyx_decode_c_bytes( - PyBytes_AS_STRING(string), PyBytes_GET_SIZE(string), - start, stop, encoding, errors, decode_func); -} - -/* ListAppend.proto */ -#if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS -static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) { - PyListObject* L = (PyListObject*) list; - Py_ssize_t len = Py_SIZE(list); - if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) { - Py_INCREF(x); - PyList_SET_ITEM(list, len, x); - __Pyx_SET_SIZE(list, len + 1); - return 0; - } - return PyList_Append(list, x); -} -#else -#define __Pyx_PyList_Append(L,x) PyList_Append(L,x) -#endif - -/* RaiseException.proto */ -static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); - -/* PyObjectFormatAndDecref.proto */ -static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatSimpleAndDecref(PyObject* s, PyObject* f); -static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatAndDecref(PyObject* s, PyObject* f); - -/* JoinPyUnicode.proto */ -static PyObject* __Pyx_PyUnicode_Join(PyObject* value_tuple, Py_ssize_t value_count, Py_ssize_t result_ulength, - Py_UCS4 max_char); - -/* PyObjectCallOneArg.proto */ -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg); - -/* 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 - -/* GetModuleGlobalName.proto */ -#if CYTHON_USE_DICT_VERSIONS -#define __Pyx_GetModuleGlobalName(var, name) do {\ - static PY_UINT64_T __pyx_dict_version = 0;\ - static PyObject *__pyx_dict_cached_value = NULL;\ - (var) = (likely(__pyx_dict_version == __PYX_GET_DICT_VERSION(__pyx_d))) ?\ - (likely(__pyx_dict_cached_value) ? __Pyx_NewRef(__pyx_dict_cached_value) : __Pyx_GetBuiltinName(name)) :\ - __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\ -} while(0) -#define __Pyx_GetModuleGlobalNameUncached(var, name) do {\ - PY_UINT64_T __pyx_dict_version;\ - PyObject *__pyx_dict_cached_value;\ - (var) = __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\ -} while(0) -static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value); -#else -#define __Pyx_GetModuleGlobalName(var, name) (var) = __Pyx__GetModuleGlobalName(name) -#define __Pyx_GetModuleGlobalNameUncached(var, name) (var) = __Pyx__GetModuleGlobalName(name) -static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name); -#endif - -/* IterFinish.proto */ -static CYTHON_INLINE int __Pyx_IterFinish(void); - -/* PyObjectCallNoArg.proto */ -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func); - -/* PyObjectGetMethod.proto */ -static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method); - -/* PyObjectCallMethod0.proto */ -static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name); - -/* RaiseNeedMoreValuesToUnpack.proto */ -static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); - -/* RaiseTooManyValuesToUnpack.proto */ -static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); - -/* UnpackItemEndCheck.proto */ -static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected); - -/* RaiseNoneIterError.proto */ -static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); - -/* UnpackTupleError.proto */ -static void __Pyx_UnpackTupleError(PyObject *, Py_ssize_t index); - -/* UnpackTuple2.proto */ -#define __Pyx_unpack_tuple2(tuple, value1, value2, is_tuple, has_known_size, decref_tuple)\ - (likely(is_tuple || PyTuple_Check(tuple)) ?\ - (likely(has_known_size || PyTuple_GET_SIZE(tuple) == 2) ?\ - __Pyx_unpack_tuple2_exact(tuple, value1, value2, decref_tuple) :\ - (__Pyx_UnpackTupleError(tuple, 2), -1)) :\ - __Pyx_unpack_tuple2_generic(tuple, value1, value2, has_known_size, decref_tuple)) -static CYTHON_INLINE int __Pyx_unpack_tuple2_exact( - PyObject* tuple, PyObject** value1, PyObject** value2, int decref_tuple); -static int __Pyx_unpack_tuple2_generic( - PyObject* tuple, PyObject** value1, PyObject** value2, int has_known_size, int decref_tuple); - -/* dict_iter.proto */ -static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* dict, int is_dict, PyObject* method_name, - Py_ssize_t* p_orig_length, int* p_is_dict); -static CYTHON_INLINE int __Pyx_dict_iter_next(PyObject* dict_or_iter, Py_ssize_t orig_length, Py_ssize_t* ppos, - PyObject** pkey, PyObject** pvalue, PyObject** pitem, int is_dict); - -/* RaiseUnboundLocalError.proto */ -static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname); - -/* RaiseClosureNameError.proto */ -static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname); - -/* 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 - -/* pep479.proto */ -static void __Pyx_Generator_Replace_StopIteration(int in_async_gen); - -/* PyObject_Str.proto */ -#define __Pyx_PyObject_Str(obj)\ - (likely(PyString_CheckExact(obj)) ? __Pyx_NewRef(obj) : PyObject_Str(obj)) - -/* PySequenceContains.proto */ -static CYTHON_INLINE int __Pyx_PySequence_ContainsTF(PyObject* item, PyObject* seq, int eq) { - int result = PySequence_Contains(seq, item); - return unlikely(result < 0) ? result : (result == (eq == Py_EQ)); -} - -/* GetItemInt.proto */ -#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ - (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ - __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck) :\ - (is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) :\ - __Pyx_GetItemInt_Generic(o, to_py_func(i)))) -#define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ - (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ - __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\ - (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL)) -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, - int wraparound, int boundscheck); -#define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ - (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ - __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\ - (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL)) -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, - int wraparound, int boundscheck); -static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j); -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, - int is_list, int wraparound, int boundscheck); - -/* ObjectGetItem.proto */ -#if CYTHON_USE_TYPE_SLOTS -static CYTHON_INLINE PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject *key); -#else -#define __Pyx_PyObject_GetItem(obj, key) PyObject_GetItem(obj, key) -#endif - -/* 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); - -/* 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 - -/* SwapException.proto */ -#if CYTHON_FAST_THREAD_STATE -#define __Pyx_ExceptionSwap(type, value, tb) __Pyx__ExceptionSwap(__pyx_tstate, type, value, tb) -static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb); -#else -static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb); -#endif - -/* PyObjectLookupSpecial.proto */ -#if CYTHON_USE_PYTYPE_LOOKUP && CYTHON_USE_TYPE_SLOTS -#define __Pyx_PyObject_LookupSpecialNoError(obj, attr_name) __Pyx__PyObject_LookupSpecial(obj, attr_name, 0) -#define __Pyx_PyObject_LookupSpecial(obj, attr_name) __Pyx__PyObject_LookupSpecial(obj, attr_name, 1) -static CYTHON_INLINE PyObject* __Pyx__PyObject_LookupSpecial(PyObject* obj, PyObject* attr_name, int with_error); -#else -#define __Pyx_PyObject_LookupSpecialNoError(o,n) __Pyx_PyObject_GetAttrStrNoError(o,n) -#define __Pyx_PyObject_LookupSpecial(o,n) __Pyx_PyObject_GetAttrStr(o,n) -#endif - -/* IncludeStructmemberH.proto */ -#include - -/* FixUpExtensionType.proto */ -#if CYTHON_USE_TYPE_SPECS -static int __Pyx_fix_up_extension_type_from_spec(PyType_Spec *spec, PyTypeObject *type); -#endif - -/* ValidateBasesTuple.proto */ -#if CYTHON_COMPILING_IN_CPYTHON || CYTHON_COMPILING_IN_LIMITED_API || CYTHON_USE_TYPE_SPECS -static int __Pyx_validate_bases_tuple(const char *type_name, Py_ssize_t dictoffset, PyObject *bases); -#endif - -/* PyType_Ready.proto */ -CYTHON_UNUSED static int __Pyx_PyType_Ready(PyTypeObject *t); - -/* PyObject_GenericGetAttrNoDict.proto */ -#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000 -static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name); -#else -#define __Pyx_PyObject_GenericGetAttrNoDict PyObject_GenericGetAttr -#endif - -/* PyObject_GenericGetAttr.proto */ -#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000 -static PyObject* __Pyx_PyObject_GenericGetAttr(PyObject* obj, PyObject* attr_name); -#else -#define __Pyx_PyObject_GenericGetAttr PyObject_GenericGetAttr -#endif - -/* SetupReduce.proto */ -#if !CYTHON_COMPILING_IN_LIMITED_API -static int __Pyx_setup_reduce(PyObject* type_obj); -#endif - -/* SetVTable.proto */ -static int __Pyx_SetVtable(PyTypeObject* typeptr , void* vtable); - -/* GetVTable.proto */ -static void* __Pyx_GetVtable(PyTypeObject *type); - -/* MergeVTables.proto */ -#if !CYTHON_COMPILING_IN_LIMITED_API -static int __Pyx_MergeVtables(PyTypeObject *type); -#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 - -/* ImportFrom.proto */ -static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name); - -/* Py3UpdateBases.proto */ -static PyObject* __Pyx_PEP560_update_bases(PyObject *bases); - -/* CalculateMetaclass.proto */ -static PyObject *__Pyx_CalculateMetaclass(PyTypeObject *metaclass, PyObject *bases); - -/* SetNameInClass.proto */ -#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 -#define __Pyx_SetNameInClass(ns, name, value)\ - (likely(PyDict_CheckExact(ns)) ? _PyDict_SetItem_KnownHash(ns, name, value, ((PyASCIIObject *) name)->hash) : PyObject_SetItem(ns, name, value)) -#elif CYTHON_COMPILING_IN_CPYTHON -#define __Pyx_SetNameInClass(ns, name, value)\ - (likely(PyDict_CheckExact(ns)) ? PyDict_SetItem(ns, name, value) : PyObject_SetItem(ns, name, value)) -#else -#define __Pyx_SetNameInClass(ns, name, value) PyObject_SetItem(ns, name, value) -#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; 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-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); - -/* PyObjectCall2Args.proto */ -static CYTHON_INLINE PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2); - -/* Py3ClassCreate.proto */ -static PyObject *__Pyx_Py3MetaclassPrepare(PyObject *metaclass, PyObject *bases, PyObject *name, PyObject *qualname, - PyObject *mkw, PyObject *modname, PyObject *doc); -static PyObject *__Pyx_Py3ClassCreate(PyObject *metaclass, PyObject *name, PyObject *bases, PyObject *dict, - PyObject *mkw, int calculate_metaclass, int allow_py2_metaclass); - -/* 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); - -/* None.proto */ -#include - -/* GCCDiagnostics.proto */ -#if !defined(__INTEL_COMPILER) && defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 6)) -#define __Pyx_HAS_GCC_DIAGNOSTIC -#endif - -/* CppExceptionConversion.proto */ -#ifndef __Pyx_CppExn2PyErr -#include -#include -#include -#include -static void __Pyx_CppExn2PyErr() { - try { - if (PyErr_Occurred()) - ; // let the latest Python exn pass through and ignore the current one - else - throw; - } catch (const std::bad_alloc& exn) { - PyErr_SetString(PyExc_MemoryError, exn.what()); - } catch (const std::bad_cast& exn) { - PyErr_SetString(PyExc_TypeError, exn.what()); - } catch (const std::bad_typeid& exn) { - PyErr_SetString(PyExc_TypeError, exn.what()); - } catch (const std::domain_error& exn) { - PyErr_SetString(PyExc_ValueError, exn.what()); - } catch (const std::invalid_argument& exn) { - PyErr_SetString(PyExc_ValueError, exn.what()); - } catch (const std::ios_base::failure& exn) { - PyErr_SetString(PyExc_IOError, exn.what()); - } catch (const std::out_of_range& exn) { - PyErr_SetString(PyExc_IndexError, exn.what()); - } catch (const std::overflow_error& exn) { - PyErr_SetString(PyExc_OverflowError, exn.what()); - } catch (const std::range_error& exn) { - PyErr_SetString(PyExc_ArithmeticError, exn.what()); - } catch (const std::underflow_error& exn) { - PyErr_SetString(PyExc_ArithmeticError, exn.what()); - } catch (const std::exception& exn) { - PyErr_SetString(PyExc_RuntimeError, exn.what()); - } - catch (...) - { - PyErr_SetString(PyExc_RuntimeError, "Unknown exception"); - } -} -#endif - -/* CIntToPy.proto */ -static CYTHON_INLINE PyObject* __Pyx_PyInt_From___pyx_anon_enum(int value); - -/* CIntFromPy.proto */ -static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); - -/* CIntToPy.proto */ -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value); - -/* 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 *); - -/* 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) - -/* PyObjectCallMethod1.proto */ -static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg); - -/* CoroutineBase.proto */ -struct __pyx_CoroutineObject; -typedef PyObject *(*__pyx_coroutine_body_t)(struct __pyx_CoroutineObject *, PyThreadState *, PyObject *); -#if CYTHON_USE_EXC_INFO_STACK -#define __Pyx_ExcInfoStruct _PyErr_StackItem -#else -typedef struct { - PyObject *exc_type; - PyObject *exc_value; - PyObject *exc_traceback; -} __Pyx_ExcInfoStruct; -#endif -typedef struct __pyx_CoroutineObject { - PyObject_HEAD - __pyx_coroutine_body_t body; - PyObject *closure; - __Pyx_ExcInfoStruct gi_exc_state; - PyObject *gi_weakreflist; - PyObject *classobj; - PyObject *yieldfrom; - PyObject *gi_name; - PyObject *gi_qualname; - PyObject *gi_modulename; - PyObject *gi_code; - PyObject *gi_frame; - int resume_label; - char is_running; -} __pyx_CoroutineObject; -static __pyx_CoroutineObject *__Pyx__Coroutine_New( - PyTypeObject *type, __pyx_coroutine_body_t body, PyObject *code, PyObject *closure, - PyObject *name, PyObject *qualname, PyObject *module_name); -static __pyx_CoroutineObject *__Pyx__Coroutine_NewInit( - __pyx_CoroutineObject *gen, __pyx_coroutine_body_t body, PyObject *code, PyObject *closure, - PyObject *name, PyObject *qualname, PyObject *module_name); -static CYTHON_INLINE void __Pyx_Coroutine_ExceptionClear(__Pyx_ExcInfoStruct *self); -static int __Pyx_Coroutine_clear(PyObject *self); -static PyObject *__Pyx_Coroutine_Send(PyObject *self, PyObject *value); -static PyObject *__Pyx_Coroutine_Close(PyObject *self); -static PyObject *__Pyx_Coroutine_Throw(PyObject *gen, PyObject *args); -#if CYTHON_USE_EXC_INFO_STACK -#define __Pyx_Coroutine_SwapException(self) -#define __Pyx_Coroutine_ResetAndClearException(self) __Pyx_Coroutine_ExceptionClear(&(self)->gi_exc_state) -#else -#define __Pyx_Coroutine_SwapException(self) {\ - __Pyx_ExceptionSwap(&(self)->gi_exc_state.exc_type, &(self)->gi_exc_state.exc_value, &(self)->gi_exc_state.exc_traceback);\ - __Pyx_Coroutine_ResetFrameBackpointer(&(self)->gi_exc_state);\ - } -#define __Pyx_Coroutine_ResetAndClearException(self) {\ - __Pyx_ExceptionReset((self)->gi_exc_state.exc_type, (self)->gi_exc_state.exc_value, (self)->gi_exc_state.exc_traceback);\ - (self)->gi_exc_state.exc_type = (self)->gi_exc_state.exc_value = (self)->gi_exc_state.exc_traceback = NULL;\ - } -#endif -#if CYTHON_FAST_THREAD_STATE -#define __Pyx_PyGen_FetchStopIterationValue(pvalue)\ - __Pyx_PyGen__FetchStopIterationValue(__pyx_tstate, pvalue) -#else -#define __Pyx_PyGen_FetchStopIterationValue(pvalue)\ - __Pyx_PyGen__FetchStopIterationValue(__Pyx_PyThreadState_Current, pvalue) -#endif -static int __Pyx_PyGen__FetchStopIterationValue(PyThreadState *tstate, PyObject **pvalue); -static CYTHON_INLINE void __Pyx_Coroutine_ResetFrameBackpointer(__Pyx_ExcInfoStruct *exc_state); - -/* PatchModuleWithCoroutine.proto */ -static PyObject* __Pyx_Coroutine_patch_module(PyObject* module, const char* py_code); - -/* PatchGeneratorABC.proto */ -static int __Pyx_patch_abc(void); - -/* Generator.proto */ -#define __Pyx_Generator_USED -#define __Pyx_Generator_CheckExact(obj) __Pyx_IS_TYPE(obj, __pyx_GeneratorType) -#define __Pyx_Generator_New(body, code, closure, name, qualname, module_name)\ - __Pyx__Coroutine_New(__pyx_GeneratorType, body, code, closure, name, qualname, module_name) -static PyObject *__Pyx_Generator_Next(PyObject *self); -static int __pyx_Generator_init(PyObject *module); - -/* CheckBinaryVersion.proto */ -static int __Pyx_check_binary_version(void); - -/* InitStrings.proto */ -static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); - -/* #### Code section: module_declarations ### */ -static PyObject *__pyx_f_10pycrfsuite_11_pycrfsuite_11BaseTrainer__on_message(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *__pyx_v_self, std::string __pyx_v_message); /* proto*/ -PyObject *__pyx_f_10pycrfsuite_11_pycrfsuite_6Tagger_set(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_Tagger *__pyx_v_self, PyObject *__pyx_v_xseq, int __pyx_skip_dispatch); /* proto*/ - -/* Module declarations from "libc.string" */ - -/* Module declarations from "libcpp.string" */ - -/* Module declarations from "libcpp.vector" */ - -/* Module declarations from "crfsuite_api" */ - -/* Module declarations from "pycrfsuite._pycrfsuite" */ -static std::string __pyx_v_10pycrfsuite_11_pycrfsuite__SEP; -__PYX_EXTERN_C DL_IMPORT(CRFSuite::Item) to_item(PyObject *); /*proto*/ -__PYX_EXTERN_C DL_IMPORT(CRFSuite::ItemSequence) to_seq(PyObject *); /*proto*/ -static CYTHON_INLINE PyObject *__pyx_convert_PyObject_string_to_py_std__in_string(std::string const &); /*proto*/ -static CYTHON_INLINE PyObject *__pyx_convert_PyUnicode_string_to_py_std__in_string(std::string const &); /*proto*/ -static CYTHON_INLINE PyObject *__pyx_convert_PyStr_string_to_py_std__in_string(std::string const &); /*proto*/ -static CYTHON_INLINE PyObject *__pyx_convert_PyBytes_string_to_py_std__in_string(std::string const &); /*proto*/ -static CYTHON_INLINE PyObject *__pyx_convert_PyByteArray_string_to_py_std__in_string(std::string const &); /*proto*/ -static std::string __pyx_convert_string_from_py_std__in_string(PyObject *); /*proto*/ -static std::vector __pyx_convert_vector_from_py_std_3a__3a_string(PyObject *); /*proto*/ -static PyObject *__pyx_convert_vector_to_py_std_3a__3a_string(std::vector const &); /*proto*/ -/* #### Code section: typeinfo ### */ -/* #### Code section: before_global_var ### */ -#define __Pyx_MODULE_NAME "pycrfsuite._pycrfsuite" -extern int __pyx_module_is_main_pycrfsuite___pycrfsuite; -int __pyx_module_is_main_pycrfsuite___pycrfsuite = 0; - -/* Implementation of "pycrfsuite._pycrfsuite" */ -/* #### Code section: global_var ### */ -static PyObject *__pyx_builtin_TypeError; -static PyObject *__pyx_builtin_print; -static PyObject *__pyx_builtin_ValueError; -static PyObject *__pyx_builtin_OSError; -static PyObject *__pyx_builtin_open; -static PyObject *__pyx_builtin_MemoryError; -static PyObject *__pyx_builtin_range; -/* #### Code section: string_decls ### */ -static const char __pyx_k_[] = ""; -static const char __pyx_k_c[] = "c"; -static const char __pyx_k_f[] = "f"; -static const char __pyx_k_v[] = "v"; -static const char __pyx_k_x[] = "x"; -static const char __pyx_k_y[] = "y"; -static const char __pyx_k__6[] = "*"; -static const char __pyx_k__7[] = "."; -static const char __pyx_k_ap[] = "ap"; -static const char __pyx_k_c1[] = "c1"; -static const char __pyx_k_c2[] = "c2"; -static const char __pyx_k_fd[] = "fd"; -static const char __pyx_k_gc[] = "gc"; -static const char __pyx_k_os[] = "os"; -static const char __pyx_k_pa[] = "pa"; -static const char __pyx_k_rb[] = "rb"; -static const char __pyx_k__10[] = ":"; -static const char __pyx_k__82[] = "?"; -static const char __pyx_k_doc[] = "__doc__"; -static const char __pyx_k_dup[] = "dup"; -static const char __pyx_k_end[] = "end"; -static const char __pyx_k_get[] = "get"; -static const char __pyx_k_key[] = "key"; -static const char __pyx_k_log[] = "log"; -static const char __pyx_k_pos[] = "pos"; -static const char __pyx_k_seq[] = "seq"; -static const char __pyx_k_set[] = "set"; -static const char __pyx_k_sys[] = "sys"; -static const char __pyx_k_tag[] = "tag"; -static const char __pyx_k_txt[] = "txt"; -static const char __pyx_k_args[] = "args"; -static const char __pyx_k_code[] = "code"; -static const char __pyx_k_dict[] = "__dict__"; -static const char __pyx_k_dump[] = "dump"; -static const char __pyx_k_exit[] = "__exit__"; -static const char __pyx_k_feed[] = "feed"; -static const char __pyx_k_help[] = "help"; -static const char __pyx_k_info[] = "info"; -static const char __pyx_k_init[] = "__init__"; -static const char __pyx_k_lCRF[] = "lCRF"; -static const char __pyx_k_line[] = "line"; -static const char __pyx_k_main[] = "__main__"; -static const char __pyx_k_name[] = "name"; -static const char __pyx_k_open[] = "open"; -static const char __pyx_k_read[] = "read"; -static const char __pyx_k_seek[] = "seek"; -static const char __pyx_k_self[] = "self"; -static const char __pyx_k_send[] = "send"; -static const char __pyx_k_size[] = "size"; -static const char __pyx_k_spec[] = "__spec__"; -static const char __pyx_k_tell[] = "tell"; -static const char __pyx_k_test[] = "__test__"; -static const char __pyx_k_type[] = "type"; -static const char __pyx_k_utf8[] = "utf8"; -static const char __pyx_k_xseq[] = "xseq"; -static const char __pyx_k_yseq[] = "yseq"; -static const char __pyx_k_ascii[] = "ascii"; -static const char __pyx_k_clear[] = "clear"; -static const char __pyx_k_close[] = "close"; -static const char __pyx_k_crf1d[] = "crf1d"; -static const char __pyx_k_delta[] = "delta"; -static const char __pyx_k_enter[] = "__enter__"; -static const char __pyx_k_event[] = "event"; -static const char __pyx_k_gamma[] = "gamma"; -static const char __pyx_k_group[] = "group"; -static const char __pyx_k_items[] = "items"; -static const char __pyx_k_lbfgs[] = "lbfgs"; -static const char __pyx_k_lower[] = "lower"; -static const char __pyx_k_magic[] = "magic"; -static const char __pyx_k_model[] = "model"; -static const char __pyx_k_print[] = "print"; -static const char __pyx_k_pyseq[] = "pyseq"; -static const char __pyx_k_range[] = "range"; -static const char __pyx_k_start[] = "start"; -static const char __pyx_k_super[] = "super"; -static const char __pyx_k_throw[] = "throw"; -static const char __pyx_k_train[] = "train"; -static const char __pyx_k_value[] = "value"; -static const char __pyx_k_Tagger[] = "Tagger"; -static const char __pyx_k_append[] = "append"; -static const char __pyx_k_c_attr[] = "c_attr"; -static const char __pyx_k_c_item[] = "c_item"; -static const char __pyx_k_decode[] = "decode"; -static const char __pyx_k_enable[] = "enable"; -static const char __pyx_k_encode[] = "encode"; -static const char __pyx_k_fileno[] = "fileno"; -static const char __pyx_k_import[] = "__import__"; -static const char __pyx_k_labels[] = "labels"; -static const char __pyx_k_module[] = "__module__"; -static const char __pyx_k_name_2[] = "__name__"; -static const char __pyx_k_on_end[] = "on_end"; -static const char __pyx_k_params[] = "params"; -static const char __pyx_k_parser[] = "parser"; -static const char __pyx_k_period[] = "period"; -static const char __pyx_k_reduce[] = "__reduce__"; -static const char __pyx_k_result[] = "result"; -static const char __pyx_k_select[] = "select"; -static const char __pyx_k_stdout[] = "stdout"; -static const char __pyx_k_type_2[] = ", type="; -static const char __pyx_k_unlink[] = "unlink"; -static const char __pyx_k_OSError[] = "OSError"; -static const char __pyx_k_O_CREAT[] = "O_CREAT"; -static const char __pyx_k_Trainer[] = "Trainer"; -static const char __pyx_k_closing[] = "closing"; -static const char __pyx_k_disable[] = "disable"; -static const char __pyx_k_epsilon[] = "epsilon"; -static const char __pyx_k_genexpr[] = "genexpr"; -static const char __pyx_k_holdout[] = "holdout"; -static const char __pyx_k_intbool[] = "_intbool"; -static const char __pyx_k_message[] = "message"; -static const char __pyx_k_mkstemp[] = "mkstemp"; -static const char __pyx_k_percent[] = "percent"; -static const char __pyx_k_prepare[] = "__prepare__"; -static const char __pyx_k_verbose[] = "verbose"; -static const char __pyx_k_O_WRONLY[] = "O_WRONLY"; -static const char __pyx_k_Overflow[] = "Overflow"; -static const char __pyx_k_SEEK_END[] = "SEEK_END"; -static const char __pyx_k_filename[] = "filename"; -static const char __pyx_k_getstate[] = "__getstate__"; -static const char __pyx_k_last_log[] = "last_log"; -static const char __pyx_k_marginal[] = "marginal"; -static const char __pyx_k_messages[] = "_messages"; -static const char __pyx_k_on_start[] = "on_start"; -static const char __pyx_k_prepared[] = "prepared"; -static const char __pyx_k_qualname[] = "__qualname__"; -static const char __pyx_k_set_name[] = "__set_name__"; -static const char __pyx_k_setstate[] = "__setstate__"; -static const char __pyx_k_tempfile[] = "tempfile"; -static const char __pyx_k_variance[] = "variance"; -static const char __pyx_k_TypeError[] = "TypeError"; -static const char __pyx_k_algorithm[] = "algorithm"; -static const char __pyx_k_averaging[] = "averaging"; -static const char __pyx_k_isenabled[] = "isenabled"; -static const char __pyx_k_iteration[] = "iteration"; -static const char __pyx_k_logparser[] = "_logparser"; -static const char __pyx_k_metaclass[] = "__metaclass__"; -static const char __pyx_k_pyx_state[] = "__pyx_state"; -static const char __pyx_k_reduce_ex[] = "__reduce_ex__"; -static const char __pyx_k_Tagger_set[] = "Tagger.set"; -static const char __pyx_k_Tagger_tag[] = "Tagger.tag"; -static const char __pyx_k_ValueError[] = "ValueError"; -static const char __pyx_k_contextlib[] = "contextlib"; -static const char __pyx_k_dumpparser[] = "_dumpparser"; -static const char __pyx_k_get_params[] = "get_params"; -static const char __pyx_k_linesearch[] = "linesearch"; -static const char __pyx_k_pycrfsuite[] = "pycrfsuite"; -static const char __pyx_k_pyx_vtable[] = "__pyx_vtable__"; -static const char __pyx_k_set_params[] = "set_params"; -static const char __pyx_k_BaseTrainer[] = "BaseTrainer"; -static const char __pyx_k_MemoryError[] = "MemoryError"; -static const char __pyx_k_Tagger_dump[] = "Tagger.dump"; -static const char __pyx_k_Tagger_info[] = "Tagger.info"; -static const char __pyx_k_Tagger_open[] = "Tagger.open"; -static const char __pyx_k_check_model[] = "_check_model"; -static const char __pyx_k_featgen_end[] = "featgen_end"; -static const char __pyx_k_logparser_2[] = "logparser"; -static const char __pyx_k_mro_entries[] = "__mro_entries__"; -static const char __pyx_k_on_prepared[] = "on_prepared"; -static const char __pyx_k_probability[] = "probability"; -static const char __pyx_k_status_code[] = "status_code"; -static const char __pyx_k_ItemSequence[] = "ItemSequence"; -static const char __pyx_k_Tagger_close[] = "Tagger.close"; -static const char __pyx_k_before_train[] = "_before_train"; -static const char __pyx_k_initializing[] = "_initializing"; -static const char __pyx_k_is_coroutine[] = "_is_coroutine"; -static const char __pyx_k_num_memories[] = "num_memories"; -static const char __pyx_k_on_iteration[] = "on_iteration"; -static const char __pyx_k_stringsource[] = ""; -static const char __pyx_k_CRFSuiteError[] = "CRFSuiteError"; -static const char __pyx_k_Invalid_model[] = "Invalid model"; -static const char __pyx_k_Tagger_labels[] = "Tagger.labels"; -static const char __pyx_k_class_getitem[] = "__class_getitem__"; -static const char __pyx_k_init_subclass[] = "__init_subclass__"; -static const char __pyx_k_open_inmemory[] = "open_inmemory"; -static const char __pyx_k_prepare_error[] = "prepare_error"; -static const char __pyx_k_reduce_cython[] = "__reduce_cython__"; -static const char __pyx_k_Internal_error[] = "Internal error"; -static const char __pyx_k_TrainLogParser[] = "TrainLogParser"; -static const char __pyx_k_Trainer_on_end[] = "Trainer.on_end"; -static const char __pyx_k_cast_parameter[] = "_cast_parameter"; -static const char __pyx_k_last_iteration[] = "last_iteration"; -static const char __pyx_k_max_iterations[] = "max_iterations"; -static const char __pyx_k_max_linesearch[] = "max_linesearch"; -static const char __pyx_k_on_featgen_end[] = "on_featgen_end"; -static const char __pyx_k_BaseTrainer_get[] = "BaseTrainer.get"; -static const char __pyx_k_BaseTrainer_set[] = "BaseTrainer.set"; -static const char __pyx_k_Not_implemented[] = "Not implemented"; -static const char __pyx_k_PARAMETER_TYPES[] = "_PARAMETER_TYPES"; -static const char __pyx_k_Tagger_marginal[] = "Tagger.marginal"; -static const char __pyx_k_Trainer_message[] = "Trainer.message"; -static const char __pyx_k_Unknown_event_r[] = "Unknown event %r"; -static const char __pyx_k_calibration_eta[] = "calibration.eta"; -static const char __pyx_k_error_sensitive[] = "error_sensitive"; -static const char __pyx_k_featgen_percent[] = "featgen_percent"; -static const char __pyx_k_feature_minfreq[] = "feature.minfreq"; -static const char __pyx_k_setstate_cython[] = "__setstate_cython__"; -static const char __pyx_k_BaseTrainer_help[] = "BaseTrainer.help"; -static const char __pyx_k_CRFSUITE_VERSION[] = "CRFSUITE_VERSION"; -static const char __pyx_k_Trainer_on_start[] = "Trainer.on_start"; -static const char __pyx_k_Unexpected_error[] = "Unexpected error"; -static const char __pyx_k_calibration_rate[] = "calibration.rate"; -static const char __pyx_k_featgen_progress[] = "featgen_progress"; -static const char __pyx_k_on_prepare_error[] = "on_prepare_error"; -static const char __pyx_k_optimization_end[] = "optimization_end"; -static const char __pyx_k_ALGORITHM_ALIASES[] = "_ALGORITHM_ALIASES"; -static const char __pyx_k_BaseTrainer_clear[] = "BaseTrainer.clear"; -static const char __pyx_k_BaseTrainer_train[] = "BaseTrainer.train"; -static const char __pyx_k_Incompatible_data[] = "Incompatible data"; -static const char __pyx_k_BaseTrainer_append[] = "BaseTrainer.append"; -static const char __pyx_k_BaseTrainer_params[] = "BaseTrainer.params"; -static const char __pyx_k_BaseTrainer_select[] = "BaseTrainer.select"; -static const char __pyx_k_CRFsuiteDumpParser[] = "CRFsuiteDumpParser"; -static const char __pyx_k_ItemSequence_items[] = "ItemSequence.items"; -static const char __pyx_k_Tagger_probability[] = "Tagger.probability"; -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_passive_aggressive[] = "passive-aggressive"; -static const char __pyx_k_BaseTrainer_message[] = "BaseTrainer.message"; -static const char __pyx_k_Error_opening_model[] = "Error opening model"; -static const char __pyx_k_Insufficient_memory[] = "Insufficient memory"; -static const char __pyx_k_Tagger__check_model[] = "Tagger._check_model"; -static const char __pyx_k_Trainer_on_prepared[] = "Trainer.on_prepared"; -static const char __pyx_k_averaged_perceptron[] = "averaged-perceptron"; -static const char __pyx_k_calibration_samples[] = "calibration.samples"; -static const char __pyx_k_on_featgen_progress[] = "on_featgen_progress"; -static const char __pyx_k_on_optimization_end[] = "on_optimization_end"; -static const char __pyx_k_CRFSuiteError___init[] = "CRFSuiteError.__init__"; -static const char __pyx_k_Invalid_model_file_r[] = "Invalid model file %r"; -static const char __pyx_k_Tagger_open_inmemory[] = "Tagger.open_inmemory"; -static const char __pyx_k_Trainer_on_iteration[] = "Trainer.on_iteration"; -static const char __pyx_k_check_inmemory_model[] = "_check_inmemory_model"; -static const char __pyx_k_Parameter_not_found_s[] = "Parameter not found: %s"; -static const char __pyx_k_Trainer__before_train[] = "Trainer._before_train"; -static const char __pyx_k_Unsupported_operation[] = "Unsupported operation"; -static const char __pyx_k_BaseTrainer_get_params[] = "BaseTrainer.get_params"; -static const char __pyx_k_BaseTrainer_set_params[] = "BaseTrainer.set_params"; -static const char __pyx_k_ItemSequence_of_size_d[] = ""; -static const char __pyx_k_Tagger___reduce_cython[] = "Tagger.__reduce_cython__"; -static const char __pyx_k_Trainer_on_featgen_end[] = "Trainer.on_featgen_end"; -static const char __pyx_k_Unknown_error_occurred[] = "Unknown error occurred"; -static const char __pyx_k_calibration_candidates[] = "calibration.candidates"; -static const char __pyx_k_calibration_max_trials[] = "calibration.max_trials"; -static const char __pyx_k_pycrfsuite__pycrfsuite[] = "pycrfsuite._pycrfsuite"; -static const char __pyx_k_Bad_arguments_algorithm[] = "Bad arguments: algorithm="; -static const char __pyx_k_feature_possible_states[] = "feature.possible_states"; -static const char __pyx_k_Tagger___setstate_cython[] = "Tagger.__setstate_cython__"; -static const char __pyx_k_Trainer_on_prepare_error[] = "Trainer.on_prepare_error"; -static const char __pyx_k_BaseTrainer__before_train[] = "BaseTrainer._before_train"; -static const char __pyx_k_get_params_locals_genexpr[] = "get_params..genexpr"; -static const char __pyx_k_Error_opening_model_file_r[] = "Error opening model file %r"; -static const char __pyx_k_pycrfsuite__pycrfsuite_pyx[] = "pycrfsuite/_pycrfsuite.pyx"; -static const char __pyx_k_BaseTrainer___reduce_cython[] = "BaseTrainer.__reduce_cython__"; -static const char __pyx_k_BaseTrainer__cast_parameter[] = "BaseTrainer._cast_parameter"; -static const char __pyx_k_ItemSequence_items_line_162[] = "ItemSequence.items (line 162)"; -static const char __pyx_k_Trainer_on_featgen_progress[] = "Trainer.on_featgen_progress"; -static const char __pyx_k_Trainer_on_optimization_end[] = "Trainer.on_optimization_end"; -static const char __pyx_k_ItemSequence___reduce_cython[] = "ItemSequence.__reduce_cython__"; -static const char __pyx_k_Tagger__check_inmemory_model[] = "Tagger._check_inmemory_model"; -static const char __pyx_k_feature_possible_transitions[] = "feature.possible_transitions"; -static const char __pyx_k_BaseTrainer___setstate_cython[] = "BaseTrainer.__setstate_cython__"; -static const char __pyx_k_ItemSequence___setstate_cython[] = "ItemSequence.__setstate_cython__"; -static const char __pyx_k_Return_a_list_of_prepared_item[] = "\n Return a list of prepared item features:\n a list of ``{unicode_key: float_value}`` dicts.\n\n >>> ItemSequence([[\"foo\"], {\"bar\": {\"baz\": 1}}]).items()\n [{'foo': 1.0}, {'bar:baz': 1.0}]\n\n "; -static const char __pyx_k_Invalid_model_incomplete_header[] = "Invalid model: incomplete header"; -static const char __pyx_k_The_trainer_class_This_class_ma[] = "\n The trainer class.\n\n This class maintains a data set for training, and provides an interface\n to various training algorithms.\n\n Parameters\n ----------\n algorithm : {'lbfgs', 'l2sgd', 'ap', 'pa', 'arow'}\n The name of the training algorithm. See :meth:`Trainer.select`.\n\n params : dict, optional\n Training parameters. See :meth:`Trainer.set_params`\n and :meth:`Trainer.set`.\n\n verbose : boolean\n Whether to print debug messages during training. Default is True.\n\n "; -static const char __pyx_k_Model_file_r_doesn_t_have_a_comp[] = "Model file %r doesn't have a complete header"; -static const char __pyx_k_no_default___reduce___due_to_non[] = "no default __reduce__ due to non-trivial __cinit__"; -static const char __pyx_k_self_c_seq_cannot_be_converted_t[] = "self.c_seq cannot be converted to a Python object for pickling"; -static const char __pyx_k_self_c_tagger_cannot_be_converte[] = "self.c_tagger cannot be converted to a Python object for pickling"; -/* #### Code section: decls ### */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_13CRFSuiteError___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_code); /* proto */ -static int __pyx_pf_10pycrfsuite_11_pycrfsuite_12ItemSequence___init__(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_ItemSequence *__pyx_v_self, PyObject *__pyx_v_pyseq); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_12ItemSequence_2items(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_ItemSequence *__pyx_v_self); /* proto */ -static Py_ssize_t __pyx_pf_10pycrfsuite_11_pycrfsuite_12ItemSequence_4__len__(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_ItemSequence *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_12ItemSequence_6__repr__(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_ItemSequence *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_12ItemSequence_8__reduce_cython__(CYTHON_UNUSED struct __pyx_obj_10pycrfsuite_11_pycrfsuite_ItemSequence *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_12ItemSequence_10__setstate_cython__(CYTHON_UNUSED struct __pyx_obj_10pycrfsuite_11_pycrfsuite_ItemSequence *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite__intbool(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_txt); /* proto */ -static int __pyx_pf_10pycrfsuite_11_pycrfsuite_11BaseTrainer___init__(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *__pyx_v_self, PyObject *__pyx_v_algorithm, PyObject *__pyx_v_params, PyObject *__pyx_v_verbose); /* proto */ -static int __pyx_pf_10pycrfsuite_11_pycrfsuite_11BaseTrainer_2__cinit__(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_11BaseTrainer_4message(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *__pyx_v_self, PyObject *__pyx_v_message); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_11BaseTrainer_6append(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *__pyx_v_self, PyObject *__pyx_v_xseq, PyObject *__pyx_v_yseq, int __pyx_v_group); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_11BaseTrainer_8select(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *__pyx_v_self, PyObject *__pyx_v_algorithm, PyObject *__pyx_v_type); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_11BaseTrainer_10train(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *__pyx_v_self, PyObject *__pyx_v_model, int __pyx_v_holdout); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_11BaseTrainer_12params(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_11BaseTrainer_14set_params(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *__pyx_v_self, PyObject *__pyx_v_params); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_11BaseTrainer_10get_params_genexpr(PyObject *__pyx_self, PyObject *__pyx_genexpr_arg_0); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_11BaseTrainer_16get_params(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_11BaseTrainer_18set(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *__pyx_v_self, PyObject *__pyx_v_name, PyObject *__pyx_v_value); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_11BaseTrainer_20get(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *__pyx_v_self, PyObject *__pyx_v_name); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_11BaseTrainer_22help(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *__pyx_v_self, PyObject *__pyx_v_name); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_11BaseTrainer_24clear(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_11BaseTrainer_26_cast_parameter(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *__pyx_v_self, PyObject *__pyx_v_name, PyObject *__pyx_v_value); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_11BaseTrainer_28_before_train(CYTHON_UNUSED struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_11BaseTrainer_7verbose___get__(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *__pyx_v_self); /* proto */ -static int __pyx_pf_10pycrfsuite_11_pycrfsuite_11BaseTrainer_7verbose_2__set__(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_10pycrfsuite_11_pycrfsuite_11BaseTrainer_7verbose_4__del__(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_11BaseTrainer_30__reduce_cython__(CYTHON_UNUSED struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_11BaseTrainer_32__setstate_cython__(CYTHON_UNUSED struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_7Trainer__before_train(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_7Trainer_2message(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_message); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_7Trainer_4on_start(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, PyObject *__pyx_v_log); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_7Trainer_6on_featgen_progress(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, PyObject *__pyx_v_log, CYTHON_UNUSED PyObject *__pyx_v_percent); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_7Trainer_8on_featgen_end(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, PyObject *__pyx_v_log); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_7Trainer_10on_prepared(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, PyObject *__pyx_v_log); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_7Trainer_12on_prepare_error(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, PyObject *__pyx_v_log); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_7Trainer_14on_iteration(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, PyObject *__pyx_v_log, CYTHON_UNUSED PyObject *__pyx_v_info); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_7Trainer_16on_optimization_end(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, PyObject *__pyx_v_log); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_7Trainer_18on_end(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, PyObject *__pyx_v_log); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_6Tagger_open(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_Tagger *__pyx_v_self, PyObject *__pyx_v_name); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_6Tagger_2open_inmemory(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_Tagger *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_6Tagger_4close(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_Tagger *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_6Tagger_6labels(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_Tagger *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_6Tagger_8tag(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_Tagger *__pyx_v_self, PyObject *__pyx_v_xseq); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_6Tagger_10probability(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_Tagger *__pyx_v_self, PyObject *__pyx_v_yseq); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_6Tagger_12marginal(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_Tagger *__pyx_v_self, PyObject *__pyx_v_y, PyObject *__pyx_v_pos); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_6Tagger_14set(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_Tagger *__pyx_v_self, PyObject *__pyx_v_xseq); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_6Tagger_16dump(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_Tagger *__pyx_v_self, PyObject *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_6Tagger_18info(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_Tagger *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_6Tagger_20_check_model(CYTHON_UNUSED struct __pyx_obj_10pycrfsuite_11_pycrfsuite_Tagger *__pyx_v_self, PyObject *__pyx_v_name); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_6Tagger_22_check_inmemory_model(CYTHON_UNUSED struct __pyx_obj_10pycrfsuite_11_pycrfsuite_Tagger *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_6Tagger_24__reduce_cython__(CYTHON_UNUSED struct __pyx_obj_10pycrfsuite_11_pycrfsuite_Tagger *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_10pycrfsuite_11_pycrfsuite_6Tagger_26__setstate_cython__(CYTHON_UNUSED struct __pyx_obj_10pycrfsuite_11_pycrfsuite_Tagger *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */ -static PyObject *__pyx_tp_new_10pycrfsuite_11_pycrfsuite_ItemSequence(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_10pycrfsuite_11_pycrfsuite_BaseTrainer(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_10pycrfsuite_11_pycrfsuite_Tagger(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_10pycrfsuite_11_pycrfsuite___pyx_scope_struct__get_params(PyTypeObject *t, PyObject *a, PyObject *k); 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__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 -#if CYTHON_USE_MODULE_STATE -#define __pyx_type_10pycrfsuite_11_pycrfsuite_ItemSequence __pyx_mstate_global->__pyx_type_10pycrfsuite_11_pycrfsuite_ItemSequence -#define __pyx_type_10pycrfsuite_11_pycrfsuite_BaseTrainer __pyx_mstate_global->__pyx_type_10pycrfsuite_11_pycrfsuite_BaseTrainer -#define __pyx_type_10pycrfsuite_11_pycrfsuite_Tagger __pyx_mstate_global->__pyx_type_10pycrfsuite_11_pycrfsuite_Tagger -#define __pyx_type_10pycrfsuite_11_pycrfsuite___pyx_scope_struct__get_params __pyx_mstate_global->__pyx_type_10pycrfsuite_11_pycrfsuite___pyx_scope_struct__get_params -#define __pyx_type_10pycrfsuite_11_pycrfsuite___pyx_scope_struct_1_genexpr __pyx_mstate_global->__pyx_type_10pycrfsuite_11_pycrfsuite___pyx_scope_struct_1_genexpr -#endif -#define __pyx_ptype_10pycrfsuite_11_pycrfsuite_ItemSequence __pyx_mstate_global->__pyx_ptype_10pycrfsuite_11_pycrfsuite_ItemSequence -#define __pyx_ptype_10pycrfsuite_11_pycrfsuite_BaseTrainer __pyx_mstate_global->__pyx_ptype_10pycrfsuite_11_pycrfsuite_BaseTrainer -#define __pyx_ptype_10pycrfsuite_11_pycrfsuite_Tagger __pyx_mstate_global->__pyx_ptype_10pycrfsuite_11_pycrfsuite_Tagger -#define __pyx_ptype_10pycrfsuite_11_pycrfsuite___pyx_scope_struct__get_params __pyx_mstate_global->__pyx_ptype_10pycrfsuite_11_pycrfsuite___pyx_scope_struct__get_params -#define __pyx_ptype_10pycrfsuite_11_pycrfsuite___pyx_scope_struct_1_genexpr __pyx_mstate_global->__pyx_ptype_10pycrfsuite_11_pycrfsuite___pyx_scope_struct_1_genexpr -#define __pyx_kp_u_ __pyx_mstate_global->__pyx_kp_u_ -#define __pyx_n_s_ALGORITHM_ALIASES __pyx_mstate_global->__pyx_n_s_ALGORITHM_ALIASES -#define __pyx_kp_u_Bad_arguments_algorithm __pyx_mstate_global->__pyx_kp_u_Bad_arguments_algorithm -#define __pyx_n_s_BaseTrainer __pyx_mstate_global->__pyx_n_s_BaseTrainer -#define __pyx_n_s_BaseTrainer___reduce_cython __pyx_mstate_global->__pyx_n_s_BaseTrainer___reduce_cython -#define __pyx_n_s_BaseTrainer___setstate_cython __pyx_mstate_global->__pyx_n_s_BaseTrainer___setstate_cython -#define __pyx_n_s_BaseTrainer__before_train __pyx_mstate_global->__pyx_n_s_BaseTrainer__before_train -#define __pyx_n_s_BaseTrainer__cast_parameter __pyx_mstate_global->__pyx_n_s_BaseTrainer__cast_parameter -#define __pyx_n_s_BaseTrainer_append __pyx_mstate_global->__pyx_n_s_BaseTrainer_append -#define __pyx_n_s_BaseTrainer_clear __pyx_mstate_global->__pyx_n_s_BaseTrainer_clear -#define __pyx_n_s_BaseTrainer_get __pyx_mstate_global->__pyx_n_s_BaseTrainer_get -#define __pyx_n_s_BaseTrainer_get_params __pyx_mstate_global->__pyx_n_s_BaseTrainer_get_params -#define __pyx_n_s_BaseTrainer_help __pyx_mstate_global->__pyx_n_s_BaseTrainer_help -#define __pyx_n_s_BaseTrainer_message __pyx_mstate_global->__pyx_n_s_BaseTrainer_message -#define __pyx_n_s_BaseTrainer_params __pyx_mstate_global->__pyx_n_s_BaseTrainer_params -#define __pyx_n_s_BaseTrainer_select __pyx_mstate_global->__pyx_n_s_BaseTrainer_select -#define __pyx_n_s_BaseTrainer_set __pyx_mstate_global->__pyx_n_s_BaseTrainer_set -#define __pyx_n_s_BaseTrainer_set_params __pyx_mstate_global->__pyx_n_s_BaseTrainer_set_params -#define __pyx_n_s_BaseTrainer_train __pyx_mstate_global->__pyx_n_s_BaseTrainer_train -#define __pyx_n_s_CRFSUITE_VERSION __pyx_mstate_global->__pyx_n_s_CRFSUITE_VERSION -#define __pyx_n_s_CRFSuiteError __pyx_mstate_global->__pyx_n_s_CRFSuiteError -#define __pyx_n_s_CRFSuiteError___init __pyx_mstate_global->__pyx_n_s_CRFSuiteError___init -#define __pyx_n_s_CRFsuiteDumpParser __pyx_mstate_global->__pyx_n_s_CRFsuiteDumpParser -#define __pyx_kp_u_Error_opening_model __pyx_mstate_global->__pyx_kp_u_Error_opening_model -#define __pyx_kp_u_Error_opening_model_file_r __pyx_mstate_global->__pyx_kp_u_Error_opening_model_file_r -#define __pyx_kp_u_Incompatible_data __pyx_mstate_global->__pyx_kp_u_Incompatible_data -#define __pyx_kp_u_Insufficient_memory __pyx_mstate_global->__pyx_kp_u_Insufficient_memory -#define __pyx_kp_u_Internal_error __pyx_mstate_global->__pyx_kp_u_Internal_error -#define __pyx_kp_u_Invalid_model __pyx_mstate_global->__pyx_kp_u_Invalid_model -#define __pyx_kp_u_Invalid_model_file_r __pyx_mstate_global->__pyx_kp_u_Invalid_model_file_r -#define __pyx_kp_u_Invalid_model_incomplete_header __pyx_mstate_global->__pyx_kp_u_Invalid_model_incomplete_header -#define __pyx_n_s_ItemSequence __pyx_mstate_global->__pyx_n_s_ItemSequence -#define __pyx_n_s_ItemSequence___reduce_cython __pyx_mstate_global->__pyx_n_s_ItemSequence___reduce_cython -#define __pyx_n_s_ItemSequence___setstate_cython __pyx_mstate_global->__pyx_n_s_ItemSequence___setstate_cython -#define __pyx_n_s_ItemSequence_items __pyx_mstate_global->__pyx_n_s_ItemSequence_items -#define __pyx_kp_u_ItemSequence_items_line_162 __pyx_mstate_global->__pyx_kp_u_ItemSequence_items_line_162 -#define __pyx_kp_u_ItemSequence_of_size_d __pyx_mstate_global->__pyx_kp_u_ItemSequence_of_size_d -#define __pyx_n_s_MemoryError __pyx_mstate_global->__pyx_n_s_MemoryError -#define __pyx_kp_u_Model_file_r_doesn_t_have_a_comp __pyx_mstate_global->__pyx_kp_u_Model_file_r_doesn_t_have_a_comp -#define __pyx_kp_u_Not_implemented __pyx_mstate_global->__pyx_kp_u_Not_implemented -#define __pyx_n_s_OSError __pyx_mstate_global->__pyx_n_s_OSError -#define __pyx_n_s_O_CREAT __pyx_mstate_global->__pyx_n_s_O_CREAT -#define __pyx_n_s_O_WRONLY __pyx_mstate_global->__pyx_n_s_O_WRONLY -#define __pyx_n_u_Overflow __pyx_mstate_global->__pyx_n_u_Overflow -#define __pyx_n_s_PARAMETER_TYPES __pyx_mstate_global->__pyx_n_s_PARAMETER_TYPES -#define __pyx_kp_u_Parameter_not_found_s __pyx_mstate_global->__pyx_kp_u_Parameter_not_found_s -#define __pyx_kp_u_Return_a_list_of_prepared_item __pyx_mstate_global->__pyx_kp_u_Return_a_list_of_prepared_item -#define __pyx_n_s_SEEK_END __pyx_mstate_global->__pyx_n_s_SEEK_END -#define __pyx_n_s_Tagger __pyx_mstate_global->__pyx_n_s_Tagger -#define __pyx_n_s_Tagger___reduce_cython __pyx_mstate_global->__pyx_n_s_Tagger___reduce_cython -#define __pyx_n_s_Tagger___setstate_cython __pyx_mstate_global->__pyx_n_s_Tagger___setstate_cython -#define __pyx_n_s_Tagger__check_inmemory_model __pyx_mstate_global->__pyx_n_s_Tagger__check_inmemory_model -#define __pyx_n_s_Tagger__check_model __pyx_mstate_global->__pyx_n_s_Tagger__check_model -#define __pyx_n_s_Tagger_close __pyx_mstate_global->__pyx_n_s_Tagger_close -#define __pyx_n_s_Tagger_dump __pyx_mstate_global->__pyx_n_s_Tagger_dump -#define __pyx_n_s_Tagger_info __pyx_mstate_global->__pyx_n_s_Tagger_info -#define __pyx_n_s_Tagger_labels __pyx_mstate_global->__pyx_n_s_Tagger_labels -#define __pyx_n_s_Tagger_marginal __pyx_mstate_global->__pyx_n_s_Tagger_marginal -#define __pyx_n_s_Tagger_open __pyx_mstate_global->__pyx_n_s_Tagger_open -#define __pyx_n_s_Tagger_open_inmemory __pyx_mstate_global->__pyx_n_s_Tagger_open_inmemory -#define __pyx_n_s_Tagger_probability __pyx_mstate_global->__pyx_n_s_Tagger_probability -#define __pyx_n_s_Tagger_set __pyx_mstate_global->__pyx_n_s_Tagger_set -#define __pyx_n_s_Tagger_tag __pyx_mstate_global->__pyx_n_s_Tagger_tag -#define __pyx_kp_s_The_trainer_class_This_class_ma __pyx_mstate_global->__pyx_kp_s_The_trainer_class_This_class_ma -#define __pyx_n_s_TrainLogParser __pyx_mstate_global->__pyx_n_s_TrainLogParser -#define __pyx_n_s_Trainer __pyx_mstate_global->__pyx_n_s_Trainer -#define __pyx_n_s_Trainer__before_train __pyx_mstate_global->__pyx_n_s_Trainer__before_train -#define __pyx_n_s_Trainer_message __pyx_mstate_global->__pyx_n_s_Trainer_message -#define __pyx_n_s_Trainer_on_end __pyx_mstate_global->__pyx_n_s_Trainer_on_end -#define __pyx_n_s_Trainer_on_featgen_end __pyx_mstate_global->__pyx_n_s_Trainer_on_featgen_end -#define __pyx_n_s_Trainer_on_featgen_progress __pyx_mstate_global->__pyx_n_s_Trainer_on_featgen_progress -#define __pyx_n_s_Trainer_on_iteration __pyx_mstate_global->__pyx_n_s_Trainer_on_iteration -#define __pyx_n_s_Trainer_on_optimization_end __pyx_mstate_global->__pyx_n_s_Trainer_on_optimization_end -#define __pyx_n_s_Trainer_on_prepare_error __pyx_mstate_global->__pyx_n_s_Trainer_on_prepare_error -#define __pyx_n_s_Trainer_on_prepared __pyx_mstate_global->__pyx_n_s_Trainer_on_prepared -#define __pyx_n_s_Trainer_on_start __pyx_mstate_global->__pyx_n_s_Trainer_on_start -#define __pyx_n_s_TypeError __pyx_mstate_global->__pyx_n_s_TypeError -#define __pyx_kp_u_Unexpected_error __pyx_mstate_global->__pyx_kp_u_Unexpected_error -#define __pyx_kp_u_Unknown_error_occurred __pyx_mstate_global->__pyx_kp_u_Unknown_error_occurred -#define __pyx_kp_u_Unknown_event_r __pyx_mstate_global->__pyx_kp_u_Unknown_event_r -#define __pyx_kp_u_Unsupported_operation __pyx_mstate_global->__pyx_kp_u_Unsupported_operation -#define __pyx_n_s_ValueError __pyx_mstate_global->__pyx_n_s_ValueError -#define __pyx_kp_b__10 __pyx_mstate_global->__pyx_kp_b__10 -#define __pyx_n_s__6 __pyx_mstate_global->__pyx_n_s__6 -#define __pyx_kp_u__7 __pyx_mstate_global->__pyx_kp_u__7 -#define __pyx_n_s__82 __pyx_mstate_global->__pyx_n_s__82 -#define __pyx_n_s_algorithm __pyx_mstate_global->__pyx_n_s_algorithm -#define __pyx_n_u_ap __pyx_mstate_global->__pyx_n_u_ap -#define __pyx_n_s_append __pyx_mstate_global->__pyx_n_s_append -#define __pyx_n_s_args __pyx_mstate_global->__pyx_n_s_args -#define __pyx_n_u_ascii __pyx_mstate_global->__pyx_n_u_ascii -#define __pyx_n_s_asyncio_coroutines __pyx_mstate_global->__pyx_n_s_asyncio_coroutines -#define __pyx_kp_u_averaged_perceptron __pyx_mstate_global->__pyx_kp_u_averaged_perceptron -#define __pyx_n_u_averaging __pyx_mstate_global->__pyx_n_u_averaging -#define __pyx_n_s_before_train __pyx_mstate_global->__pyx_n_s_before_train -#define __pyx_n_u_c __pyx_mstate_global->__pyx_n_u_c -#define __pyx_n_u_c1 __pyx_mstate_global->__pyx_n_u_c1 -#define __pyx_n_u_c2 __pyx_mstate_global->__pyx_n_u_c2 -#define __pyx_n_s_c_attr __pyx_mstate_global->__pyx_n_s_c_attr -#define __pyx_n_s_c_item __pyx_mstate_global->__pyx_n_s_c_item -#define __pyx_kp_u_calibration_candidates __pyx_mstate_global->__pyx_kp_u_calibration_candidates -#define __pyx_kp_u_calibration_eta __pyx_mstate_global->__pyx_kp_u_calibration_eta -#define __pyx_kp_u_calibration_max_trials __pyx_mstate_global->__pyx_kp_u_calibration_max_trials -#define __pyx_kp_u_calibration_rate __pyx_mstate_global->__pyx_kp_u_calibration_rate -#define __pyx_kp_u_calibration_samples __pyx_mstate_global->__pyx_kp_u_calibration_samples -#define __pyx_n_s_cast_parameter __pyx_mstate_global->__pyx_n_s_cast_parameter -#define __pyx_n_s_check_inmemory_model __pyx_mstate_global->__pyx_n_s_check_inmemory_model -#define __pyx_n_s_check_model __pyx_mstate_global->__pyx_n_s_check_model -#define __pyx_n_s_class_getitem __pyx_mstate_global->__pyx_n_s_class_getitem -#define __pyx_n_s_clear __pyx_mstate_global->__pyx_n_s_clear -#define __pyx_n_s_cline_in_traceback __pyx_mstate_global->__pyx_n_s_cline_in_traceback -#define __pyx_n_s_close __pyx_mstate_global->__pyx_n_s_close -#define __pyx_n_s_closing __pyx_mstate_global->__pyx_n_s_closing -#define __pyx_n_s_code __pyx_mstate_global->__pyx_n_s_code -#define __pyx_n_s_contextlib __pyx_mstate_global->__pyx_n_s_contextlib -#define __pyx_n_b_crf1d __pyx_mstate_global->__pyx_n_b_crf1d -#define __pyx_n_u_crf1d __pyx_mstate_global->__pyx_n_u_crf1d -#define __pyx_n_s_decode __pyx_mstate_global->__pyx_n_s_decode -#define __pyx_n_u_delta __pyx_mstate_global->__pyx_n_u_delta -#define __pyx_n_s_dict __pyx_mstate_global->__pyx_n_s_dict -#define __pyx_kp_u_disable __pyx_mstate_global->__pyx_kp_u_disable -#define __pyx_n_s_doc __pyx_mstate_global->__pyx_n_s_doc -#define __pyx_n_s_dump __pyx_mstate_global->__pyx_n_s_dump -#define __pyx_n_s_dumpparser __pyx_mstate_global->__pyx_n_s_dumpparser -#define __pyx_n_s_dup __pyx_mstate_global->__pyx_n_s_dup -#define __pyx_kp_u_enable __pyx_mstate_global->__pyx_kp_u_enable -#define __pyx_n_s_encode __pyx_mstate_global->__pyx_n_s_encode -#define __pyx_n_s_end __pyx_mstate_global->__pyx_n_s_end -#define __pyx_n_u_end __pyx_mstate_global->__pyx_n_u_end -#define __pyx_n_s_enter __pyx_mstate_global->__pyx_n_s_enter -#define __pyx_n_u_epsilon __pyx_mstate_global->__pyx_n_u_epsilon -#define __pyx_n_u_error_sensitive __pyx_mstate_global->__pyx_n_u_error_sensitive -#define __pyx_n_s_event __pyx_mstate_global->__pyx_n_s_event -#define __pyx_n_s_exit __pyx_mstate_global->__pyx_n_s_exit -#define __pyx_n_s_f __pyx_mstate_global->__pyx_n_s_f -#define __pyx_n_s_fd __pyx_mstate_global->__pyx_n_s_fd -#define __pyx_n_u_featgen_end __pyx_mstate_global->__pyx_n_u_featgen_end -#define __pyx_n_s_featgen_percent __pyx_mstate_global->__pyx_n_s_featgen_percent -#define __pyx_n_u_featgen_progress __pyx_mstate_global->__pyx_n_u_featgen_progress -#define __pyx_kp_u_feature_minfreq __pyx_mstate_global->__pyx_kp_u_feature_minfreq -#define __pyx_kp_u_feature_possible_states __pyx_mstate_global->__pyx_kp_u_feature_possible_states -#define __pyx_kp_u_feature_possible_transitions __pyx_mstate_global->__pyx_kp_u_feature_possible_transitions -#define __pyx_n_s_feed __pyx_mstate_global->__pyx_n_s_feed -#define __pyx_n_s_filename __pyx_mstate_global->__pyx_n_s_filename -#define __pyx_n_s_fileno __pyx_mstate_global->__pyx_n_s_fileno -#define __pyx_n_u_gamma __pyx_mstate_global->__pyx_n_u_gamma -#define __pyx_kp_u_gc __pyx_mstate_global->__pyx_kp_u_gc -#define __pyx_n_s_genexpr __pyx_mstate_global->__pyx_n_s_genexpr -#define __pyx_n_s_get __pyx_mstate_global->__pyx_n_s_get -#define __pyx_n_s_get_params __pyx_mstate_global->__pyx_n_s_get_params -#define __pyx_n_s_get_params_locals_genexpr __pyx_mstate_global->__pyx_n_s_get_params_locals_genexpr -#define __pyx_n_s_getstate __pyx_mstate_global->__pyx_n_s_getstate -#define __pyx_n_s_group __pyx_mstate_global->__pyx_n_s_group -#define __pyx_n_s_help __pyx_mstate_global->__pyx_n_s_help -#define __pyx_n_s_holdout __pyx_mstate_global->__pyx_n_s_holdout -#define __pyx_n_s_import __pyx_mstate_global->__pyx_n_s_import -#define __pyx_n_s_info __pyx_mstate_global->__pyx_n_s_info -#define __pyx_n_s_init __pyx_mstate_global->__pyx_n_s_init -#define __pyx_n_s_init_subclass __pyx_mstate_global->__pyx_n_s_init_subclass -#define __pyx_n_s_initializing __pyx_mstate_global->__pyx_n_s_initializing -#define __pyx_n_s_intbool __pyx_mstate_global->__pyx_n_s_intbool -#define __pyx_n_s_is_coroutine __pyx_mstate_global->__pyx_n_s_is_coroutine -#define __pyx_kp_u_isenabled __pyx_mstate_global->__pyx_kp_u_isenabled -#define __pyx_n_s_items __pyx_mstate_global->__pyx_n_s_items -#define __pyx_n_u_iteration __pyx_mstate_global->__pyx_n_u_iteration -#define __pyx_n_s_key __pyx_mstate_global->__pyx_n_s_key -#define __pyx_n_b_lCRF __pyx_mstate_global->__pyx_n_b_lCRF -#define __pyx_n_s_labels __pyx_mstate_global->__pyx_n_s_labels -#define __pyx_n_s_last_iteration __pyx_mstate_global->__pyx_n_s_last_iteration -#define __pyx_n_s_last_log __pyx_mstate_global->__pyx_n_s_last_log -#define __pyx_n_b_lbfgs __pyx_mstate_global->__pyx_n_b_lbfgs -#define __pyx_n_s_line __pyx_mstate_global->__pyx_n_s_line -#define __pyx_n_u_linesearch __pyx_mstate_global->__pyx_n_u_linesearch -#define __pyx_n_s_log __pyx_mstate_global->__pyx_n_s_log -#define __pyx_n_s_logparser __pyx_mstate_global->__pyx_n_s_logparser -#define __pyx_n_s_logparser_2 __pyx_mstate_global->__pyx_n_s_logparser_2 -#define __pyx_n_s_lower __pyx_mstate_global->__pyx_n_s_lower -#define __pyx_n_s_magic 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__pyx_mstate_global->__pyx_n_s_unlink -#define __pyx_n_u_utf8 __pyx_mstate_global->__pyx_n_u_utf8 -#define __pyx_n_s_v __pyx_mstate_global->__pyx_n_s_v -#define __pyx_n_s_value __pyx_mstate_global->__pyx_n_s_value -#define __pyx_n_u_variance __pyx_mstate_global->__pyx_n_u_variance -#define __pyx_n_s_verbose __pyx_mstate_global->__pyx_n_s_verbose -#define __pyx_n_s_x __pyx_mstate_global->__pyx_n_s_x -#define __pyx_n_s_xseq __pyx_mstate_global->__pyx_n_s_xseq -#define __pyx_n_s_y __pyx_mstate_global->__pyx_n_s_y -#define __pyx_n_s_yseq __pyx_mstate_global->__pyx_n_s_yseq -#define __pyx_int_0 __pyx_mstate_global->__pyx_int_0 -#define __pyx_int_4 __pyx_mstate_global->__pyx_int_4 -#define __pyx_int_48 __pyx_mstate_global->__pyx_int_48 -#define __pyx_int_neg_1 __pyx_mstate_global->__pyx_int_neg_1 -#define __pyx_tuple__2 __pyx_mstate_global->__pyx_tuple__2 -#define __pyx_tuple__3 __pyx_mstate_global->__pyx_tuple__3 -#define __pyx_tuple__4 __pyx_mstate_global->__pyx_tuple__4 -#define 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By using this class it is possible to\n save some time if the same input sequence is passed to trainers/taggers\n more than once - features won't be processed multiple times.\n It also allows to get \"processed\" features/attributes that are sent\n to CRFsuite - they could be helpful e.g. to check which attributes\n (returned by :meth:`~Tagger.info`) are active for a given observation.\n\n Initialize ItemSequence with a list of item features:\n\n >>> ItemSequence([{'foo': 1, 'bar': 0}, {'foo': 1.5, 'baz': 2}])\n \n\n Item features could be in one of the following formats:\n\n * {\"string_key\": float_weight, ...} dict where keys are\n observed features and values are their weights;\n * {\"string_key\": bool, ...} dict; True is converted to 1.0 weight,\n False - to 0.0;\n * {\"string_key\": \"string_value\", ...} dict; that's the same as\n {\"string_key=string_value\": 1.0, ...}\n * [\"string_key1\", \"string_key2\", ...] list; that's the same as\n {\"string_key1\": 1.0, \"string_key2\": 1.0, ...}\n * {\"string_prefix\": {...}} dicts: nested dict is processed and\n \"string_prefix\" s prepended to each key.\n * {\"string_prefix\": [...]} dicts: nested list is processed and\n \"string_prefix\" s prepended to each key.\n * {\"string_prefix\": set([...])} dicts: nested list is processed and\n \"string_prefix\" s prepended to each key.\n\n Dict-based features can be mixed, i.e. this is allowed::\n\n {\"key1\": float_weight,\n \"key2\": \"string_value\",\n \"key3\": bool_value,\n \"key4: {\"key5\": [\"x\", \"y\"], \"key6\": float_value},\n }\n\n "), /*tp_doc*/ - 0, /*tp_traverse*/ - 0, /*tp_clear*/ - 0, /*tp_richcompare*/ - 0, /*tp_weaklistoffset*/ - 0, /*tp_iter*/ - 0, /*tp_iternext*/ - __pyx_methods_10pycrfsuite_11_pycrfsuite_ItemSequence, /*tp_methods*/ - 0, /*tp_members*/ - 0, /*tp_getset*/ - 0, /*tp_base*/ - 0, /*tp_dict*/ - 0, /*tp_descr_get*/ - 0, /*tp_descr_set*/ - #if !CYTHON_USE_TYPE_SPECS - 0, /*tp_dictoffset*/ - #endif - __pyx_pw_10pycrfsuite_11_pycrfsuite_12ItemSequence_1__init__, /*tp_init*/ - 0, /*tp_alloc*/ - __pyx_tp_new_10pycrfsuite_11_pycrfsuite_ItemSequence, /*tp_new*/ - 0, /*tp_free*/ - 0, /*tp_is_gc*/ - 0, /*tp_bases*/ - 0, /*tp_mro*/ - 0, /*tp_cache*/ - 0, /*tp_subclasses*/ - 0, /*tp_weaklist*/ - 0, /*tp_del*/ - 0, /*tp_version_tag*/ - #if PY_VERSION_HEX >= 0x030400a1 - #if CYTHON_USE_TP_FINALIZE - 0, /*tp_finalize*/ - #else - NULL, /*tp_finalize*/ - #endif - #endif - #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800) - 0, /*tp_vectorcall*/ - #endif - #if __PYX_NEED_TP_PRINT_SLOT == 1 - 0, /*tp_print*/ - #endif - #if PY_VERSION_HEX >= 0x030C0000 - 0, /*tp_watched*/ - #endif - #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000 - 0, /*tp_pypy_flags*/ - #endif -}; -#endif -static struct __pyx_vtabstruct_10pycrfsuite_11_pycrfsuite_BaseTrainer __pyx_vtable_10pycrfsuite_11_pycrfsuite_BaseTrainer; - -static PyObject *__pyx_tp_new_10pycrfsuite_11_pycrfsuite_BaseTrainer(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { - struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *p; - PyObject *o; - #if CYTHON_COMPILING_IN_LIMITED_API - allocfunc alloc_func = (allocfunc)PyType_GetSlot(t, Py_tp_alloc); - o = alloc_func(t, 0); - #else - if (likely(!__Pyx_PyType_HasFeature(t, Py_TPFLAGS_IS_ABSTRACT))) { - o = (*t->tp_alloc)(t, 0); - } else { - o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0); - } - if (unlikely(!o)) return 0; - #endif - p = ((struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *)o); - p->__pyx_vtab = __pyx_vtabptr_10pycrfsuite_11_pycrfsuite_BaseTrainer; - new((void*)&(p->c_trainer)) CRFSuiteWrapper::Trainer(); - p->verbose = Py_None; Py_INCREF(Py_None); - if (unlikely(__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_3__cinit__(o, __pyx_empty_tuple, NULL) < 0)) goto bad; - return o; - bad: - Py_DECREF(o); o = 0; - return NULL; -} - -static void __pyx_tp_dealloc_10pycrfsuite_11_pycrfsuite_BaseTrainer(PyObject *o) { - struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *p = (struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *)o; - #if CYTHON_USE_TP_FINALIZE - if (unlikely((PY_VERSION_HEX >= 0x03080000 || __Pyx_PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE)) && __Pyx_PyObject_GetSlot(o, tp_finalize, destructor)) && !__Pyx_PyObject_GC_IsFinalized(o)) { - if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_10pycrfsuite_11_pycrfsuite_BaseTrainer) { - if (PyObject_CallFinalizerFromDealloc(o)) return; - } - } - #endif - PyObject_GC_UnTrack(o); - __Pyx_call_destructor(p->c_trainer); - Py_CLEAR(p->verbose); - #if CYTHON_USE_TYPE_SLOTS || CYTHON_COMPILING_IN_PYPY - (*Py_TYPE(o)->tp_free)(o); - #else - { - freefunc tp_free = (freefunc)PyType_GetSlot(Py_TYPE(o), Py_tp_free); - if (tp_free) tp_free(o); - } - #endif -} - -static int __pyx_tp_traverse_10pycrfsuite_11_pycrfsuite_BaseTrainer(PyObject *o, visitproc v, void *a) { - int e; - struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *p = (struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *)o; - if (p->verbose) { - e = (*v)(p->verbose, a); if (e) return e; - } - return 0; -} - -static int __pyx_tp_clear_10pycrfsuite_11_pycrfsuite_BaseTrainer(PyObject *o) { - PyObject* tmp; - struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *p = (struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer *)o; - tmp = ((PyObject*)p->verbose); - p->verbose = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - return 0; -} - -static PyObject *__pyx_getprop_10pycrfsuite_11_pycrfsuite_11BaseTrainer_verbose(PyObject *o, CYTHON_UNUSED void *x) { - return __pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_7verbose_1__get__(o); -} - -static int __pyx_setprop_10pycrfsuite_11_pycrfsuite_11BaseTrainer_verbose(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { - if (v) { - return __pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_7verbose_3__set__(o, v); - } - else { - return __pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_7verbose_5__del__(o); - } -} - -static PyMethodDef __pyx_methods_10pycrfsuite_11_pycrfsuite_BaseTrainer[] = { - {"message", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_5message, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_4message}, - {"append", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_7append, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_6append}, - {"select", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_9select, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_8select}, - {"train", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_11train, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_10train}, - {"params", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_13params, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_12params}, - {"set_params", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_15set_params, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_14set_params}, - {"get_params", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_17get_params, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_16get_params}, - {"set", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_19set, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_18set}, - {"get", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_21get, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_20get}, - {"help", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_23help, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_22help}, - {"clear", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_25clear, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_24clear}, - {"_cast_parameter", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_27_cast_parameter, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_26_cast_parameter}, - {"_before_train", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_29_before_train, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_28_before_train}, - {"__reduce_cython__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_31__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_30__reduce_cython__}, - {"__setstate_cython__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_33__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_32__setstate_cython__}, - {0, 0, 0, 0} -}; - -static struct PyGetSetDef __pyx_getsets_10pycrfsuite_11_pycrfsuite_BaseTrainer[] = { - {(char *)"verbose", __pyx_getprop_10pycrfsuite_11_pycrfsuite_11BaseTrainer_verbose, __pyx_setprop_10pycrfsuite_11_pycrfsuite_11BaseTrainer_verbose, (char *)PyDoc_STR("verbose: object"), 0}, - {0, 0, 0, 0, 0} -}; -#if CYTHON_USE_TYPE_SPECS -static PyType_Slot __pyx_type_10pycrfsuite_11_pycrfsuite_BaseTrainer_slots[] = { - {Py_tp_dealloc, (void *)__pyx_tp_dealloc_10pycrfsuite_11_pycrfsuite_BaseTrainer}, - {Py_tp_doc, (void *)PyDoc_STR("BaseTrainer(algorithm=None, params=None, verbose=True)\n\n The trainer class.\n\n This class maintains a data set for training, and provides an interface\n to various training algorithms.\n\n Parameters\n ----------\n algorithm : {'lbfgs', 'l2sgd', 'ap', 'pa', 'arow'}\n The name of the training algorithm. See :meth:`Trainer.select`.\n\n params : dict, optional\n Training parameters. See :meth:`Trainer.set_params`\n and :meth:`Trainer.set`.\n\n verbose : boolean\n Whether to print debug messages during training. Default is True.\n\n ")}, - {Py_tp_traverse, (void *)__pyx_tp_traverse_10pycrfsuite_11_pycrfsuite_BaseTrainer}, - {Py_tp_clear, (void *)__pyx_tp_clear_10pycrfsuite_11_pycrfsuite_BaseTrainer}, - {Py_tp_methods, (void *)__pyx_methods_10pycrfsuite_11_pycrfsuite_BaseTrainer}, - {Py_tp_getset, (void *)__pyx_getsets_10pycrfsuite_11_pycrfsuite_BaseTrainer}, - {Py_tp_init, (void *)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_1__init__}, - {Py_tp_new, (void *)__pyx_tp_new_10pycrfsuite_11_pycrfsuite_BaseTrainer}, - {0, 0}, -}; -static PyType_Spec __pyx_type_10pycrfsuite_11_pycrfsuite_BaseTrainer_spec = { - "pycrfsuite._pycrfsuite.BaseTrainer", - sizeof(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer), - 0, - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, - __pyx_type_10pycrfsuite_11_pycrfsuite_BaseTrainer_slots, -}; -#else - -static PyTypeObject __pyx_type_10pycrfsuite_11_pycrfsuite_BaseTrainer = { - PyVarObject_HEAD_INIT(0, 0) - "pycrfsuite._pycrfsuite.""BaseTrainer", /*tp_name*/ - sizeof(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_BaseTrainer), /*tp_basicsize*/ - 0, /*tp_itemsize*/ - __pyx_tp_dealloc_10pycrfsuite_11_pycrfsuite_BaseTrainer, /*tp_dealloc*/ - #if PY_VERSION_HEX < 0x030800b4 - 0, /*tp_print*/ - #endif - #if PY_VERSION_HEX >= 0x030800b4 - 0, /*tp_vectorcall_offset*/ - #endif - 0, /*tp_getattr*/ - 0, /*tp_setattr*/ - #if PY_MAJOR_VERSION < 3 - 0, /*tp_compare*/ - #endif - #if PY_MAJOR_VERSION >= 3 - 0, /*tp_as_async*/ - #endif - 0, /*tp_repr*/ - 0, /*tp_as_number*/ - 0, /*tp_as_sequence*/ - 0, /*tp_as_mapping*/ - 0, /*tp_hash*/ - 0, /*tp_call*/ - 0, /*tp_str*/ - 0, /*tp_getattro*/ - 0, /*tp_setattro*/ - 0, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ - PyDoc_STR("BaseTrainer(algorithm=None, params=None, verbose=True)\n\n The trainer class.\n\n This class maintains a data set for training, and provides an interface\n to various training algorithms.\n\n Parameters\n ----------\n algorithm : {'lbfgs', 'l2sgd', 'ap', 'pa', 'arow'}\n The name of the training algorithm. See :meth:`Trainer.select`.\n\n params : dict, optional\n Training parameters. See :meth:`Trainer.set_params`\n and :meth:`Trainer.set`.\n\n verbose : boolean\n Whether to print debug messages during training. 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(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; // error - return kwvalues[i]; - } - } - return NULL; // not found (no exception set) -} -#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); // transfer ownership of value to values - 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; // ownership transferred to values -#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; // ownership transferred to values -#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; -} - -/* PyObjectSetAttrStr */ -#if CYTHON_USE_TYPE_SLOTS -static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value) { - PyTypeObject* tp = Py_TYPE(obj); - if (likely(tp->tp_setattro)) - return tp->tp_setattro(obj, attr_name, value); -#if PY_MAJOR_VERSION < 3 - if (likely(tp->tp_setattr)) - return tp->tp_setattr(obj, PyString_AS_STRING(attr_name), value); -#endif - return PyObject_SetAttr(obj, attr_name, value); -} -#endif - -/* PyFunctionFastCall */ -#if CYTHON_FAST_PYCALL && !CYTHON_VECTORCALL -static PyObject* __Pyx_PyFunction_FastCallNoKw(PyCodeObject *co, PyObject **args, Py_ssize_t na, - PyObject *globals) { - PyFrameObject *f; - PyThreadState *tstate = __Pyx_PyThreadState_Current; - PyObject **fastlocals; - Py_ssize_t i; - PyObject *result; - assert(globals != NULL); - /* XXX Perhaps we should create a specialized - PyFrame_New() that doesn't take locals, but does - take builtins without sanity checking them. - */ - assert(tstate != NULL); - f = PyFrame_New(tstate, co, globals, NULL); - if (f == NULL) { - return NULL; - } - fastlocals = __Pyx_PyFrame_GetLocalsplus(f); - for (i = 0; i < na; i++) { - Py_INCREF(*args); - fastlocals[i] = *args++; - } - result = PyEval_EvalFrameEx(f,0); - ++tstate->recursion_depth; - Py_DECREF(f); - --tstate->recursion_depth; - return result; -} -static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, Py_ssize_t nargs, PyObject *kwargs) { - PyCodeObject *co = (PyCodeObject *)PyFunction_GET_CODE(func); - PyObject *globals = PyFunction_GET_GLOBALS(func); - PyObject *argdefs = PyFunction_GET_DEFAULTS(func); - PyObject *closure; -#if PY_MAJOR_VERSION >= 3 - PyObject *kwdefs; -#endif - PyObject *kwtuple, **k; - PyObject **d; - Py_ssize_t nd; - Py_ssize_t nk; - PyObject *result; - assert(kwargs == NULL || PyDict_Check(kwargs)); - nk = kwargs ? PyDict_Size(kwargs) : 0; - if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) { - return NULL; - } - if ( -#if PY_MAJOR_VERSION >= 3 - co->co_kwonlyargcount == 0 && -#endif - likely(kwargs == NULL || nk == 0) && - co->co_flags == (CO_OPTIMIZED | CO_NEWLOCALS | CO_NOFREE)) { - if (argdefs == NULL && co->co_argcount == nargs) { - result = __Pyx_PyFunction_FastCallNoKw(co, args, nargs, globals); - goto done; - } - else if (nargs == 0 && argdefs != NULL - && co->co_argcount == Py_SIZE(argdefs)) { - /* function called with no arguments, but all parameters have - a default value: use default values as arguments .*/ - args = &PyTuple_GET_ITEM(argdefs, 0); - result =__Pyx_PyFunction_FastCallNoKw(co, args, Py_SIZE(argdefs), globals); - goto done; - } - } - if (kwargs != NULL) { - Py_ssize_t pos, i; - kwtuple = PyTuple_New(2 * nk); - if (kwtuple == NULL) { - result = NULL; - goto done; - } - k = &PyTuple_GET_ITEM(kwtuple, 0); - pos = i = 0; - while (PyDict_Next(kwargs, &pos, &k[i], &k[i+1])) { - Py_INCREF(k[i]); - Py_INCREF(k[i+1]); - i += 2; - } - nk = i / 2; - } - else { - kwtuple = NULL; - k = NULL; - } - closure = PyFunction_GET_CLOSURE(func); -#if PY_MAJOR_VERSION >= 3 - kwdefs = PyFunction_GET_KW_DEFAULTS(func); -#endif - if (argdefs != NULL) { - d = &PyTuple_GET_ITEM(argdefs, 0); - nd = Py_SIZE(argdefs); - } - else { - d = NULL; - nd = 0; - } -#if PY_MAJOR_VERSION >= 3 - result = PyEval_EvalCodeEx((PyObject*)co, globals, (PyObject *)NULL, - args, (int)nargs, - k, (int)nk, - d, (int)nd, kwdefs, closure); -#else - result = PyEval_EvalCodeEx(co, globals, (PyObject *)NULL, - args, (int)nargs, - k, (int)nk, - d, (int)nd, closure); -#endif - Py_XDECREF(kwtuple); -done: - Py_LeaveRecursiveCall(); - return result; -} -#endif - -/* PyObjectCall */ -#if CYTHON_COMPILING_IN_CPYTHON -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 (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) - return NULL; - result = (*call)(func, arg, kw); - Py_LeaveRecursiveCall(); - if (unlikely(!result) && unlikely(!PyErr_Occurred())) { - PyErr_SetString( - PyExc_SystemError, - "NULL result without error in PyObject_Call"); - } - return result; -} -#endif - -/* PyObjectCallMethO */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) { - PyObject *self, *result; - PyCFunction cfunc; - cfunc = PyCFunction_GET_FUNCTION(func); - self = PyCFunction_GET_SELF(func); - if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) - return NULL; - result = cfunc(self, arg); - Py_LeaveRecursiveCall(); - if (unlikely(!result) && unlikely(!PyErr_Occurred())) { - PyErr_SetString( - PyExc_SystemError, - "NULL result without error in PyObject_Call"); - } - return result; -} -#endif - -/* PyObjectFastCall */ -static PyObject* __Pyx_PyObject_FastCall_fallback(PyObject *func, PyObject **args, size_t nargs, PyObject *kwargs) { - PyObject *argstuple; - PyObject *result = 0; - size_t i; - argstuple = PyTuple_New((Py_ssize_t)nargs); - if (unlikely(!argstuple)) return NULL; - for (i = 0; i < nargs; i++) { - Py_INCREF(args[i]); - if (__Pyx_PyTuple_SET_ITEM(argstuple, (Py_ssize_t)i, args[i]) < 0) goto bad; - } - result = __Pyx_PyObject_Call(func, argstuple, kwargs); - bad: - Py_DECREF(argstuple); - return result; -} -static CYTHON_INLINE PyObject* __Pyx_PyObject_FastCallDict(PyObject *func, PyObject **args, size_t _nargs, PyObject *kwargs) { - Py_ssize_t nargs = __Pyx_PyVectorcall_NARGS(_nargs); -#if CYTHON_COMPILING_IN_CPYTHON - if (nargs == 0 && kwargs == NULL) { -#if defined(__Pyx_CyFunction_USED) && defined(NDEBUG) - if (__Pyx_IsCyOrPyCFunction(func)) -#else - if (PyCFunction_Check(func)) -#endif - { - if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) { - return __Pyx_PyObject_CallMethO(func, NULL); - } - } - } - else if (nargs == 1 && kwargs == NULL) { - if (PyCFunction_Check(func)) - { - if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) { - return __Pyx_PyObject_CallMethO(func, args[0]); - } - } - } -#endif - #if PY_VERSION_HEX < 0x030800B1 - #if CYTHON_FAST_PYCCALL - if (PyCFunction_Check(func)) { - if (kwargs) { - return _PyCFunction_FastCallDict(func, args, nargs, kwargs); - } else { - return _PyCFunction_FastCallKeywords(func, args, nargs, NULL); - } - } - #if PY_VERSION_HEX >= 0x030700A1 - if (!kwargs && __Pyx_IS_TYPE(func, &PyMethodDescr_Type)) { - return _PyMethodDescr_FastCallKeywords(func, args, nargs, NULL); - } - #endif - #endif - #if CYTHON_FAST_PYCALL - if (PyFunction_Check(func)) { - return __Pyx_PyFunction_FastCallDict(func, args, nargs, kwargs); - } - #endif - #endif - #if CYTHON_VECTORCALL - #if Py_VERSION_HEX < 0x03090000 - vectorcallfunc f = _PyVectorcall_Function(func); - #else - vectorcallfunc f = PyVectorcall_Function(func); - #endif - if (f) { - return f(func, args, (size_t)nargs, kwargs); - } - #elif defined(__Pyx_CyFunction_USED) && CYTHON_BACKPORT_VECTORCALL - if (__Pyx_CyFunction_CheckExact(func)) { - __pyx_vectorcallfunc f = __Pyx_CyFunction_func_vectorcall(func); - if (f) return f(func, args, (size_t)nargs, kwargs); - } - #endif - if (nargs == 0) { - return __Pyx_PyObject_Call(func, __pyx_empty_tuple, kwargs); - } - return __Pyx_PyObject_FastCall_fallback(func, args, (size_t)nargs, kwargs); -} - -/* DictGetItem */ -#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY -static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key) { - PyObject *value; - value = PyDict_GetItemWithError(d, key); - if (unlikely(!value)) { - if (!PyErr_Occurred()) { - if (unlikely(PyTuple_Check(key))) { - PyObject* args = PyTuple_Pack(1, key); - if (likely(args)) { - PyErr_SetObject(PyExc_KeyError, args); - Py_DECREF(args); - } - } else { - PyErr_SetObject(PyExc_KeyError, key); - } - } - return NULL; - } - Py_INCREF(value); - return value; -} -#endif - -/* KeywordStringCheck */ -static int __Pyx_CheckKeywordStrings( - PyObject *kw, - const char* function_name, - int kw_allowed) -{ - PyObject* key = 0; - Py_ssize_t pos = 0; -#if CYTHON_COMPILING_IN_PYPY - if (!kw_allowed && PyDict_Next(kw, &pos, &key, 0)) - goto invalid_keyword; - return 1; -#else - if (CYTHON_METH_FASTCALL && likely(PyTuple_Check(kw))) { - Py_ssize_t kwsize; -#if CYTHON_ASSUME_SAFE_MACROS - kwsize = PyTuple_GET_SIZE(kw); -#else - kwsize = PyTuple_Size(kw); - if (kwsize < 0) return 0; -#endif - if (unlikely(kwsize == 0)) - return 1; - if (!kw_allowed) { -#if CYTHON_ASSUME_SAFE_MACROS - key = PyTuple_GET_ITEM(kw, 0); -#else - key = PyTuple_GetItem(kw, pos); - if (!key) return 0; -#endif - goto invalid_keyword; - } -#if PY_VERSION_HEX < 0x03090000 - for (pos = 0; pos < kwsize; pos++) { -#if CYTHON_ASSUME_SAFE_MACROS - key = PyTuple_GET_ITEM(kw, pos); -#else - key = PyTuple_GetItem(kw, pos); - if (!key) return 0; -#endif - if (unlikely(!PyUnicode_Check(key))) - goto invalid_keyword_type; - } -#endif - return 1; - } - while (PyDict_Next(kw, &pos, &key, 0)) { - #if PY_MAJOR_VERSION < 3 - if (unlikely(!PyString_Check(key))) - #endif - if (unlikely(!PyUnicode_Check(key))) - goto invalid_keyword_type; - } - if (!kw_allowed && unlikely(key)) - goto invalid_keyword; - return 1; -invalid_keyword_type: - PyErr_Format(PyExc_TypeError, - "%.200s() keywords must be strings", function_name); - return 0; -#endif -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 - return 0; -} - -/* decode_c_bytes */ -static CYTHON_INLINE PyObject* __Pyx_decode_c_bytes( - const char* cstring, Py_ssize_t length, Py_ssize_t start, Py_ssize_t stop, - const char* encoding, const char* errors, - PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)) { - if (unlikely((start < 0) | (stop < 0))) { - if (start < 0) { - start += length; - if (start < 0) - start = 0; - } - if (stop < 0) - stop += length; - } - if (stop > length) - stop = length; - if (unlikely(stop <= start)) - return __Pyx_NewRef(__pyx_empty_unicode); - length = stop - start; - cstring += start; - if (decode_func) { - return decode_func(cstring, length, errors); - } else { - return PyUnicode_Decode(cstring, length, encoding, errors); - } -} - -/* RaiseException */ -#if PY_MAJOR_VERSION < 3 -static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) { - __Pyx_PyThreadState_declare - CYTHON_UNUSED_VAR(cause); - Py_XINCREF(type); - if (!value || value == Py_None) - value = NULL; - else - Py_INCREF(value); - if (!tb || tb == Py_None) - tb = NULL; - else { - Py_INCREF(tb); - if (!PyTraceBack_Check(tb)) { - PyErr_SetString(PyExc_TypeError, - "raise: arg 3 must be a traceback or None"); - goto raise_error; - } - } - if (PyType_Check(type)) { -#if CYTHON_COMPILING_IN_PYPY - if (!value) { - Py_INCREF(Py_None); - value = Py_None; - } -#endif - PyErr_NormalizeException(&type, &value, &tb); - } else { - if (value) { - PyErr_SetString(PyExc_TypeError, - "instance exception may not have a separate value"); - goto raise_error; - } - value = type; - type = (PyObject*) Py_TYPE(type); - Py_INCREF(type); - if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) { - PyErr_SetString(PyExc_TypeError, - "raise: exception class must be a subclass of BaseException"); - goto raise_error; - } - } - __Pyx_PyThreadState_assign - __Pyx_ErrRestore(type, value, tb); - return; -raise_error: - Py_XDECREF(value); - Py_XDECREF(type); - Py_XDECREF(tb); - return; -} -#else -static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) { - PyObject* owned_instance = NULL; - if (tb == Py_None) { - tb = 0; - } else if (tb && !PyTraceBack_Check(tb)) { - PyErr_SetString(PyExc_TypeError, - "raise: arg 3 must be a traceback or None"); - goto bad; - } - if (value == Py_None) - value = 0; - if (PyExceptionInstance_Check(type)) { - if (value) { - PyErr_SetString(PyExc_TypeError, - "instance exception may not have a separate value"); - goto bad; - } - value = type; - type = (PyObject*) Py_TYPE(value); - } else if (PyExceptionClass_Check(type)) { - PyObject *instance_class = NULL; - if (value && PyExceptionInstance_Check(value)) { - instance_class = (PyObject*) Py_TYPE(value); - if (instance_class != type) { - int is_subclass = PyObject_IsSubclass(instance_class, type); - if (!is_subclass) { - instance_class = NULL; - } else if (unlikely(is_subclass == -1)) { - goto bad; - } else { - type = instance_class; - } - } - } - if (!instance_class) { - PyObject *args; - if (!value) - args = PyTuple_New(0); - else if (PyTuple_Check(value)) { - 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 - -/* PyObjectFormatAndDecref */ -static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatSimpleAndDecref(PyObject* s, PyObject* f) { - if (unlikely(!s)) return NULL; - if (likely(PyUnicode_CheckExact(s))) return s; - #if PY_MAJOR_VERSION < 3 - if (likely(PyString_CheckExact(s))) { - PyObject *result = PyUnicode_FromEncodedObject(s, NULL, "strict"); - Py_DECREF(s); - return result; - } - #endif - return __Pyx_PyObject_FormatAndDecref(s, f); -} -static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatAndDecref(PyObject* s, PyObject* f) { - PyObject *result = PyObject_Format(s, f); - Py_DECREF(s); - return result; -} - -/* JoinPyUnicode */ -static PyObject* __Pyx_PyUnicode_Join(PyObject* value_tuple, Py_ssize_t value_count, Py_ssize_t result_ulength, - Py_UCS4 max_char) { -#if CYTHON_USE_UNICODE_INTERNALS && CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - PyObject *result_uval; - int result_ukind, kind_shift; - Py_ssize_t i, char_pos; - void *result_udata; - CYTHON_MAYBE_UNUSED_VAR(max_char); -#if CYTHON_PEP393_ENABLED - result_uval = PyUnicode_New(result_ulength, max_char); - if (unlikely(!result_uval)) return NULL; - result_ukind = (max_char <= 255) ? PyUnicode_1BYTE_KIND : (max_char <= 65535) ? PyUnicode_2BYTE_KIND : PyUnicode_4BYTE_KIND; - kind_shift = (result_ukind == PyUnicode_4BYTE_KIND) ? 2 : result_ukind - 1; - result_udata = PyUnicode_DATA(result_uval); -#else - result_uval = PyUnicode_FromUnicode(NULL, result_ulength); - if (unlikely(!result_uval)) return NULL; - result_ukind = sizeof(Py_UNICODE); - kind_shift = (result_ukind == 4) ? 2 : result_ukind - 1; - result_udata = PyUnicode_AS_UNICODE(result_uval); -#endif - assert(kind_shift == 2 || kind_shift == 1 || kind_shift == 0); - char_pos = 0; - for (i=0; i < value_count; i++) { - int ukind; - Py_ssize_t ulength; - void *udata; - PyObject *uval = PyTuple_GET_ITEM(value_tuple, i); - if (unlikely(__Pyx_PyUnicode_READY(uval))) - goto bad; - ulength = __Pyx_PyUnicode_GET_LENGTH(uval); - if (unlikely(!ulength)) - continue; - if (unlikely((PY_SSIZE_T_MAX >> kind_shift) - ulength < char_pos)) - goto overflow; - ukind = __Pyx_PyUnicode_KIND(uval); - udata = __Pyx_PyUnicode_DATA(uval); - if (!CYTHON_PEP393_ENABLED || ukind == result_ukind) { - memcpy((char *)result_udata + (char_pos << kind_shift), udata, (size_t) (ulength << kind_shift)); - } else { - #if PY_VERSION_HEX >= 0x030D0000 - if (unlikely(PyUnicode_CopyCharacters(result_uval, char_pos, uval, 0, ulength) < 0)) goto bad; - #elif CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030300F0 || defined(_PyUnicode_FastCopyCharacters) - _PyUnicode_FastCopyCharacters(result_uval, char_pos, uval, 0, ulength); - #else - Py_ssize_t j; - for (j=0; j < ulength; j++) { - Py_UCS4 uchar = __Pyx_PyUnicode_READ(ukind, udata, j); - __Pyx_PyUnicode_WRITE(result_ukind, result_udata, char_pos+j, uchar); - } - #endif - } - char_pos += ulength; - } - return result_uval; -overflow: - PyErr_SetString(PyExc_OverflowError, "join() result is too long for a Python string"); -bad: - Py_DECREF(result_uval); - return NULL; -#else - CYTHON_UNUSED_VAR(max_char); - CYTHON_UNUSED_VAR(result_ulength); - CYTHON_UNUSED_VAR(value_count); - return PyUnicode_Join(__pyx_empty_unicode, value_tuple); -#endif -} - -/* PyObjectCallOneArg */ -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) { - PyObject *args[2] = {NULL, arg}; - return __Pyx_PyObject_FastCall(func, args+1, 1 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET); -} - -/* 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 - -/* GetModuleGlobalName */ -#if CYTHON_USE_DICT_VERSIONS -static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value) -#else -static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name) -#endif -{ - PyObject *result; -#if !CYTHON_AVOID_BORROWED_REFS -#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 - result = _PyDict_GetItem_KnownHash(__pyx_d, name, ((PyASCIIObject *) name)->hash); - __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) - if (likely(result)) { - return __Pyx_NewRef(result); - } else if (unlikely(PyErr_Occurred())) { - return NULL; - } -#elif CYTHON_COMPILING_IN_LIMITED_API - if (unlikely(!__pyx_m)) { - return NULL; - } - result = PyObject_GetAttr(__pyx_m, name); - if (likely(result)) { - return result; - } -#else - result = PyDict_GetItem(__pyx_d, name); - __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) - if (likely(result)) { - return __Pyx_NewRef(result); - } -#endif -#else - result = PyObject_GetItem(__pyx_d, name); - __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) - if (likely(result)) { - return __Pyx_NewRef(result); - } - PyErr_Clear(); -#endif - return __Pyx_GetBuiltinName(name); -} - -/* IterFinish */ -static CYTHON_INLINE int __Pyx_IterFinish(void) { - __Pyx_PyThreadState_declare - __Pyx_PyThreadState_assign - PyObject* exc_type = __Pyx_PyErr_CurrentExceptionType(); - if (unlikely(exc_type)) { - if (unlikely(!__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) - return -1; - __Pyx_PyErr_Clear(); - return 0; - } - return 0; -} - -/* PyObjectCallNoArg */ -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) { - PyObject *arg = NULL; - return __Pyx_PyObject_FastCall(func, (&arg)+1, 0 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET); -} - -/* PyObjectGetMethod */ -static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method) { - PyObject *attr; -#if CYTHON_UNPACK_METHODS && CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_PYTYPE_LOOKUP - __Pyx_TypeName type_name; - PyTypeObject *tp = Py_TYPE(obj); - PyObject *descr; - descrgetfunc f = NULL; - PyObject **dictptr, *dict; - int meth_found = 0; - assert (*method == NULL); - if (unlikely(tp->tp_getattro != PyObject_GenericGetAttr)) { - attr = __Pyx_PyObject_GetAttrStr(obj, name); - goto try_unpack; - } - if (unlikely(tp->tp_dict == NULL) && unlikely(PyType_Ready(tp) < 0)) { - return 0; - } - descr = _PyType_Lookup(tp, name); - if (likely(descr != NULL)) { - Py_INCREF(descr); -#if defined(Py_TPFLAGS_METHOD_DESCRIPTOR) && Py_TPFLAGS_METHOD_DESCRIPTOR - if (__Pyx_PyType_HasFeature(Py_TYPE(descr), Py_TPFLAGS_METHOD_DESCRIPTOR)) -#elif PY_MAJOR_VERSION >= 3 - #ifdef __Pyx_CyFunction_USED - if (likely(PyFunction_Check(descr) || __Pyx_IS_TYPE(descr, &PyMethodDescr_Type) || __Pyx_CyFunction_Check(descr))) - #else - if (likely(PyFunction_Check(descr) || __Pyx_IS_TYPE(descr, &PyMethodDescr_Type))) - #endif -#else - #ifdef __Pyx_CyFunction_USED - if (likely(PyFunction_Check(descr) || __Pyx_CyFunction_Check(descr))) - #else - if (likely(PyFunction_Check(descr))) - #endif -#endif - { - meth_found = 1; - } else { - f = Py_TYPE(descr)->tp_descr_get; - if (f != NULL && PyDescr_IsData(descr)) { - attr = f(descr, obj, (PyObject *)Py_TYPE(obj)); - Py_DECREF(descr); - goto try_unpack; - } - } - } - dictptr = _PyObject_GetDictPtr(obj); - if (dictptr != NULL && (dict = *dictptr) != NULL) { - Py_INCREF(dict); - attr = __Pyx_PyDict_GetItemStr(dict, name); - if (attr != NULL) { - Py_INCREF(attr); - Py_DECREF(dict); - Py_XDECREF(descr); - goto try_unpack; - } - Py_DECREF(dict); - } - if (meth_found) { - *method = descr; - return 1; - } - if (f != NULL) { - attr = f(descr, obj, (PyObject *)Py_TYPE(obj)); - Py_DECREF(descr); - goto try_unpack; - } - if (likely(descr != NULL)) { - *method = descr; - return 0; - } - type_name = __Pyx_PyType_GetName(tp); - PyErr_Format(PyExc_AttributeError, -#if PY_MAJOR_VERSION >= 3 - "'" __Pyx_FMT_TYPENAME "' object has no attribute '%U'", - type_name, name); -#else - "'" __Pyx_FMT_TYPENAME "' object has no attribute '%.400s'", - type_name, PyString_AS_STRING(name)); -#endif - __Pyx_DECREF_TypeName(type_name); - return 0; -#else - attr = __Pyx_PyObject_GetAttrStr(obj, name); - goto try_unpack; -#endif -try_unpack: -#if CYTHON_UNPACK_METHODS - if (likely(attr) && PyMethod_Check(attr) && likely(PyMethod_GET_SELF(attr) == obj)) { - PyObject *function = PyMethod_GET_FUNCTION(attr); - Py_INCREF(function); - Py_DECREF(attr); - *method = function; - return 1; - } -#endif - *method = attr; - return 0; -} - -/* PyObjectCallMethod0 */ -static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name) { - PyObject *method = NULL, *result = NULL; - int is_method = __Pyx_PyObject_GetMethod(obj, method_name, &method); - if (likely(is_method)) { - result = __Pyx_PyObject_CallOneArg(method, obj); - Py_DECREF(method); - return result; - } - if (unlikely(!method)) goto bad; - result = __Pyx_PyObject_CallNoArg(method); - Py_DECREF(method); -bad: - return result; -} - -/* RaiseNeedMoreValuesToUnpack */ -static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { - PyErr_Format(PyExc_ValueError, - "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack", - index, (index == 1) ? "" : "s"); -} - -/* RaiseTooManyValuesToUnpack */ -static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { - PyErr_Format(PyExc_ValueError, - "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected); -} - -/* UnpackItemEndCheck */ -static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { - if (unlikely(retval)) { - Py_DECREF(retval); - __Pyx_RaiseTooManyValuesError(expected); - return -1; - } - return __Pyx_IterFinish(); -} - -/* RaiseNoneIterError */ -static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { - PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); -} - -/* UnpackTupleError */ -static void __Pyx_UnpackTupleError(PyObject *t, Py_ssize_t index) { - if (t == Py_None) { - __Pyx_RaiseNoneNotIterableError(); - } else if (PyTuple_GET_SIZE(t) < index) { - __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(t)); - } else { - __Pyx_RaiseTooManyValuesError(index); - } -} - -/* UnpackTuple2 */ -static CYTHON_INLINE int __Pyx_unpack_tuple2_exact( - PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2, int decref_tuple) { - PyObject *value1 = NULL, *value2 = NULL; -#if CYTHON_COMPILING_IN_PYPY - value1 = PySequence_ITEM(tuple, 0); if (unlikely(!value1)) goto bad; - value2 = PySequence_ITEM(tuple, 1); if (unlikely(!value2)) goto bad; -#else - value1 = PyTuple_GET_ITEM(tuple, 0); Py_INCREF(value1); - value2 = PyTuple_GET_ITEM(tuple, 1); Py_INCREF(value2); -#endif - if (decref_tuple) { - Py_DECREF(tuple); - } - *pvalue1 = value1; - *pvalue2 = value2; - return 0; -#if CYTHON_COMPILING_IN_PYPY -bad: - Py_XDECREF(value1); - Py_XDECREF(value2); - if (decref_tuple) { Py_XDECREF(tuple); } - return -1; -#endif -} -static int __Pyx_unpack_tuple2_generic(PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2, - int has_known_size, int decref_tuple) { - Py_ssize_t index; - PyObject *value1 = NULL, *value2 = NULL, *iter = NULL; - iternextfunc iternext; - iter = PyObject_GetIter(tuple); - if (unlikely(!iter)) goto bad; - if (decref_tuple) { Py_DECREF(tuple); tuple = NULL; } - iternext = __Pyx_PyObject_GetIterNextFunc(iter); - value1 = iternext(iter); if (unlikely(!value1)) { index = 0; goto unpacking_failed; } - value2 = iternext(iter); if (unlikely(!value2)) { index = 1; goto unpacking_failed; } - if (!has_known_size && unlikely(__Pyx_IternextUnpackEndCheck(iternext(iter), 2))) goto bad; - Py_DECREF(iter); - *pvalue1 = value1; - *pvalue2 = value2; - return 0; -unpacking_failed: - if (!has_known_size && __Pyx_IterFinish() == 0) - __Pyx_RaiseNeedMoreValuesError(index); -bad: - Py_XDECREF(iter); - Py_XDECREF(value1); - Py_XDECREF(value2); - if (decref_tuple) { Py_XDECREF(tuple); } - return -1; -} - -/* dict_iter */ -static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* iterable, int is_dict, PyObject* method_name, - Py_ssize_t* p_orig_length, int* p_source_is_dict) { - is_dict = is_dict || likely(PyDict_CheckExact(iterable)); - *p_source_is_dict = is_dict; - if (is_dict) { -#if !CYTHON_COMPILING_IN_PYPY - *p_orig_length = PyDict_Size(iterable); - Py_INCREF(iterable); - return iterable; -#elif PY_MAJOR_VERSION >= 3 - static PyObject *py_items = NULL, *py_keys = NULL, *py_values = NULL; - PyObject **pp = NULL; - if (method_name) { - const char *name = PyUnicode_AsUTF8(method_name); - if (strcmp(name, "iteritems") == 0) pp = &py_items; - else if (strcmp(name, "iterkeys") == 0) pp = &py_keys; - else if (strcmp(name, "itervalues") == 0) pp = &py_values; - if (pp) { - if (!*pp) { - *pp = PyUnicode_FromString(name + 4); - if (!*pp) - return NULL; - } - method_name = *pp; - } - } -#endif - } - *p_orig_length = 0; - if (method_name) { - PyObject* iter; - iterable = __Pyx_PyObject_CallMethod0(iterable, method_name); - if (!iterable) - return NULL; -#if !CYTHON_COMPILING_IN_PYPY - if (PyTuple_CheckExact(iterable) || PyList_CheckExact(iterable)) - return iterable; -#endif - iter = PyObject_GetIter(iterable); - Py_DECREF(iterable); - return iter; - } - return PyObject_GetIter(iterable); -} -static CYTHON_INLINE int __Pyx_dict_iter_next( - PyObject* iter_obj, CYTHON_NCP_UNUSED Py_ssize_t orig_length, CYTHON_NCP_UNUSED Py_ssize_t* ppos, - PyObject** pkey, PyObject** pvalue, PyObject** pitem, int source_is_dict) { - PyObject* next_item; -#if !CYTHON_COMPILING_IN_PYPY - if (source_is_dict) { - PyObject *key, *value; - if (unlikely(orig_length != PyDict_Size(iter_obj))) { - PyErr_SetString(PyExc_RuntimeError, "dictionary changed size during iteration"); - return -1; - } - if (unlikely(!PyDict_Next(iter_obj, ppos, &key, &value))) { - return 0; - } - if (pitem) { - PyObject* tuple = PyTuple_New(2); - if (unlikely(!tuple)) { - return -1; - } - Py_INCREF(key); - Py_INCREF(value); - PyTuple_SET_ITEM(tuple, 0, key); - PyTuple_SET_ITEM(tuple, 1, value); - *pitem = tuple; - } else { - if (pkey) { - Py_INCREF(key); - *pkey = key; - } - if (pvalue) { - Py_INCREF(value); - *pvalue = value; - } - } - return 1; - } else if (PyTuple_CheckExact(iter_obj)) { - Py_ssize_t pos = *ppos; - if (unlikely(pos >= PyTuple_GET_SIZE(iter_obj))) return 0; - *ppos = pos + 1; - next_item = PyTuple_GET_ITEM(iter_obj, pos); - Py_INCREF(next_item); - } else if (PyList_CheckExact(iter_obj)) { - Py_ssize_t pos = *ppos; - if (unlikely(pos >= PyList_GET_SIZE(iter_obj))) return 0; - *ppos = pos + 1; - next_item = PyList_GET_ITEM(iter_obj, pos); - Py_INCREF(next_item); - } else -#endif - { - next_item = PyIter_Next(iter_obj); - if (unlikely(!next_item)) { - return __Pyx_IterFinish(); - } - } - if (pitem) { - *pitem = next_item; - } else if (pkey && pvalue) { - if (__Pyx_unpack_tuple2(next_item, pkey, pvalue, source_is_dict, source_is_dict, 1)) - return -1; - } else if (pkey) { - *pkey = next_item; - } else { - *pvalue = next_item; - } - return 1; -} - -/* RaiseUnboundLocalError */ -static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) { - PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname); -} - -/* RaiseClosureNameError */ -static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) { - PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname); -} - -/* GetException */ -#if CYTHON_FAST_THREAD_STATE -static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) -#else -static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) -#endif -{ - PyObject *local_type = NULL, *local_value, *local_tb = NULL; -#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); - } - #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; - #endif -#else - PyErr_Fetch(&local_type, &local_value, &local_tb); -#endif - PyErr_NormalizeException(&local_type, &local_value, &local_tb); -#if CYTHON_FAST_THREAD_STATE && PY_VERSION_HEX >= 0x030C00A6 - if (unlikely(tstate->current_exception)) -#elif CYTHON_FAST_THREAD_STATE - if (unlikely(tstate->curexc_type)) -#else - 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; - } - #endif - Py_XINCREF(local_tb); - Py_XINCREF(local_type); - Py_XINCREF(local_value); - *type = local_type; - *value = local_value; - *tb = local_tb; -#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); - #else - 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); -#endif - return 0; -bad: - *type = 0; - *value = 0; - *tb = 0; - Py_XDECREF(local_type); - Py_XDECREF(local_value); - Py_XDECREF(local_tb); - return -1; -} - -/* pep479 */ -static void __Pyx_Generator_Replace_StopIteration(int in_async_gen) { - PyObject *exc, *val, *tb, *cur_exc; - __Pyx_PyThreadState_declare - #ifdef __Pyx_StopAsyncIteration_USED - int is_async_stopiteration = 0; - #endif - CYTHON_MAYBE_UNUSED_VAR(in_async_gen); - cur_exc = PyErr_Occurred(); - if (likely(!__Pyx_PyErr_GivenExceptionMatches(cur_exc, PyExc_StopIteration))) { - #ifdef __Pyx_StopAsyncIteration_USED - if (in_async_gen && unlikely(__Pyx_PyErr_GivenExceptionMatches(cur_exc, __Pyx_PyExc_StopAsyncIteration))) { - is_async_stopiteration = 1; - } else - #endif - return; - } - __Pyx_PyThreadState_assign - __Pyx_GetException(&exc, &val, &tb); - Py_XDECREF(exc); - Py_XDECREF(val); - Py_XDECREF(tb); - PyErr_SetString(PyExc_RuntimeError, - #ifdef __Pyx_StopAsyncIteration_USED - is_async_stopiteration ? "async generator raised StopAsyncIteration" : - in_async_gen ? "async generator raised StopIteration" : - #endif - "generator raised StopIteration"); -} - -/* GetItemInt */ -static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { - PyObject *r; - if (unlikely(!j)) return NULL; - r = PyObject_GetItem(o, j); - Py_DECREF(j); - return r; -} -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, - CYTHON_NCP_UNUSED int wraparound, - CYTHON_NCP_UNUSED int boundscheck) { -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - Py_ssize_t wrapped_i = i; - if (wraparound & unlikely(i < 0)) { - wrapped_i += PyList_GET_SIZE(o); - } - if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyList_GET_SIZE(o)))) { - PyObject *r = PyList_GET_ITEM(o, wrapped_i); - Py_INCREF(r); - return r; - } - return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); -#else - return PySequence_GetItem(o, i); -#endif -} -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, - CYTHON_NCP_UNUSED int wraparound, - CYTHON_NCP_UNUSED int boundscheck) { -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - Py_ssize_t wrapped_i = i; - if (wraparound & unlikely(i < 0)) { - wrapped_i += PyTuple_GET_SIZE(o); - } - if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyTuple_GET_SIZE(o)))) { - PyObject *r = PyTuple_GET_ITEM(o, wrapped_i); - Py_INCREF(r); - return r; - } - return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); -#else - return PySequence_GetItem(o, i); -#endif -} -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list, - CYTHON_NCP_UNUSED int wraparound, - CYTHON_NCP_UNUSED int boundscheck) { -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS && CYTHON_USE_TYPE_SLOTS - if (is_list || PyList_CheckExact(o)) { - Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); - if ((!boundscheck) || (likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o))))) { - PyObject *r = PyList_GET_ITEM(o, n); - Py_INCREF(r); - return r; - } - } - else if (PyTuple_CheckExact(o)) { - Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o); - if ((!boundscheck) || likely(__Pyx_is_valid_index(n, PyTuple_GET_SIZE(o)))) { - PyObject *r = PyTuple_GET_ITEM(o, n); - Py_INCREF(r); - return r; - } - } else { - PyMappingMethods *mm = Py_TYPE(o)->tp_as_mapping; - PySequenceMethods *sm = Py_TYPE(o)->tp_as_sequence; - if (mm && mm->mp_subscript) { - PyObject *r, *key = PyInt_FromSsize_t(i); - if (unlikely(!key)) return NULL; - r = mm->mp_subscript(o, key); - Py_DECREF(key); - return r; - } - if (likely(sm && sm->sq_item)) { - if (wraparound && unlikely(i < 0) && likely(sm->sq_length)) { - Py_ssize_t l = sm->sq_length(o); - if (likely(l >= 0)) { - i += l; - } else { - if (!PyErr_ExceptionMatches(PyExc_OverflowError)) - return NULL; - PyErr_Clear(); - } - } - return sm->sq_item(o, i); - } - } -#else - if (is_list || PySequence_Check(o)) { - return PySequence_GetItem(o, i); - } -#endif - return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); -} - -/* ObjectGetItem */ -#if CYTHON_USE_TYPE_SLOTS -static PyObject *__Pyx_PyObject_GetIndex(PyObject *obj, PyObject *index) { - PyObject *runerr = NULL; - Py_ssize_t key_value; - key_value = __Pyx_PyIndex_AsSsize_t(index); - if (likely(key_value != -1 || !(runerr = PyErr_Occurred()))) { - return __Pyx_GetItemInt_Fast(obj, key_value, 0, 1, 1); - } - if (PyErr_GivenExceptionMatches(runerr, PyExc_OverflowError)) { - __Pyx_TypeName index_type_name = __Pyx_PyType_GetName(Py_TYPE(index)); - PyErr_Clear(); - PyErr_Format(PyExc_IndexError, - "cannot fit '" __Pyx_FMT_TYPENAME "' into an index-sized integer", index_type_name); - __Pyx_DECREF_TypeName(index_type_name); - } - return NULL; -} -static PyObject *__Pyx_PyObject_GetItem_Slow(PyObject *obj, PyObject *key) { - __Pyx_TypeName obj_type_name; - if (likely(PyType_Check(obj))) { - PyObject *meth = __Pyx_PyObject_GetAttrStrNoError(obj, __pyx_n_s_class_getitem); - if (meth) { - PyObject *result = __Pyx_PyObject_CallOneArg(meth, key); - Py_DECREF(meth); - return result; - } - } - obj_type_name = __Pyx_PyType_GetName(Py_TYPE(obj)); - PyErr_Format(PyExc_TypeError, - "'" __Pyx_FMT_TYPENAME "' object is not subscriptable", obj_type_name); - __Pyx_DECREF_TypeName(obj_type_name); - return NULL; -} -static PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject *key) { - PyTypeObject *tp = Py_TYPE(obj); - PyMappingMethods *mm = tp->tp_as_mapping; - PySequenceMethods *sm = tp->tp_as_sequence; - if (likely(mm && mm->mp_subscript)) { - return mm->mp_subscript(obj, key); - } - if (likely(sm && sm->sq_item)) { - return __Pyx_PyObject_GetIndex(obj, key); - } - return __Pyx_PyObject_GetItem_Slow(obj, key); -} -#endif - -/* 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; -} - -/* GetTopmostException */ -#if CYTHON_USE_EXC_INFO_STACK && CYTHON_FAST_THREAD_STATE -static _PyErr_StackItem * -__Pyx_PyErr_GetTopmostException(PyThreadState *tstate) -{ - _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 - -/* 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) { - *value = NULL; - *type = NULL; - *tb = NULL; - } else { - *value = exc_value; - Py_INCREF(*value); - *type = (PyObject*) Py_TYPE(exc_value); - Py_INCREF(*type); - *tb = PyException_GetTraceback(exc_value); - } - #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); - #else - *type = tstate->exc_type; - *value = tstate->exc_value; - *tb = tstate->exc_traceback; - Py_XINCREF(*type); - Py_XINCREF(*value); - Py_XINCREF(*tb); - #endif -} -static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) { - #if CYTHON_USE_EXC_INFO_STACK && PY_VERSION_HEX >= 0x030B00a4 - _PyErr_StackItem *exc_info = tstate->exc_info; - PyObject *tmp_value = exc_info->exc_value; - exc_info->exc_value = value; - Py_XDECREF(tmp_value); - Py_XDECREF(type); - Py_XDECREF(tb); - #else - PyObject *tmp_type, *tmp_value, *tmp_tb; - #if CYTHON_USE_EXC_INFO_STACK - _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; - #else - 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); - #endif -} -#endif - -/* SwapException */ -#if CYTHON_FAST_THREAD_STATE -static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { - PyObject *tmp_type, *tmp_value, *tmp_tb; - #if CYTHON_USE_EXC_INFO_STACK && PY_VERSION_HEX >= 0x030B00a4 - _PyErr_StackItem *exc_info = tstate->exc_info; - tmp_value = exc_info->exc_value; - exc_info->exc_value = *value; - if (tmp_value == NULL || tmp_value == Py_None) { - Py_XDECREF(tmp_value); - tmp_value = NULL; - tmp_type = NULL; - tmp_tb = NULL; - } else { - tmp_type = (PyObject*) Py_TYPE(tmp_value); - Py_INCREF(tmp_type); - #if CYTHON_COMPILING_IN_CPYTHON - tmp_tb = ((PyBaseExceptionObject*) tmp_value)->traceback; - Py_XINCREF(tmp_tb); - #else - tmp_tb = PyException_GetTraceback(tmp_value); - #endif - } - #elif CYTHON_USE_EXC_INFO_STACK - _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; - #else - 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 - *type = tmp_type; - *value = tmp_value; - *tb = tmp_tb; -} -#else -static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) { - PyObject *tmp_type, *tmp_value, *tmp_tb; - PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb); - PyErr_SetExcInfo(*type, *value, *tb); - *type = tmp_type; - *value = tmp_value; - *tb = tmp_tb; -} -#endif - -/* PyObjectLookupSpecial */ -#if CYTHON_USE_PYTYPE_LOOKUP && CYTHON_USE_TYPE_SLOTS -static CYTHON_INLINE PyObject* __Pyx__PyObject_LookupSpecial(PyObject* obj, PyObject* attr_name, int with_error) { - PyObject *res; - PyTypeObject *tp = Py_TYPE(obj); -#if PY_MAJOR_VERSION < 3 - if (unlikely(PyInstance_Check(obj))) - return with_error ? __Pyx_PyObject_GetAttrStr(obj, attr_name) : __Pyx_PyObject_GetAttrStrNoError(obj, attr_name); -#endif - res = _PyType_Lookup(tp, attr_name); - if (likely(res)) { - descrgetfunc f = Py_TYPE(res)->tp_descr_get; - if (!f) { - Py_INCREF(res); - } else { - res = f(res, obj, (PyObject *)tp); - } - } else if (with_error) { - PyErr_SetObject(PyExc_AttributeError, attr_name); - } - return res; -} -#endif - -/* 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 - -/* ValidateBasesTuple */ -#if CYTHON_COMPILING_IN_CPYTHON || CYTHON_COMPILING_IN_LIMITED_API || CYTHON_USE_TYPE_SPECS -static int __Pyx_validate_bases_tuple(const char *type_name, Py_ssize_t dictoffset, PyObject *bases) { - Py_ssize_t i, n; -#if CYTHON_ASSUME_SAFE_MACROS - n = PyTuple_GET_SIZE(bases); -#else - n = PyTuple_Size(bases); - if (n < 0) return -1; -#endif - for (i = 1; i < n; i++) - { -#if CYTHON_AVOID_BORROWED_REFS - PyObject *b0 = PySequence_GetItem(bases, i); - if (!b0) return -1; -#elif CYTHON_ASSUME_SAFE_MACROS - PyObject *b0 = PyTuple_GET_ITEM(bases, i); -#else - PyObject *b0 = PyTuple_GetItem(bases, i); - if (!b0) return -1; -#endif - PyTypeObject *b; -#if PY_MAJOR_VERSION < 3 - if (PyClass_Check(b0)) - { - PyErr_Format(PyExc_TypeError, "base class '%.200s' is an old-style class", - PyString_AS_STRING(((PyClassObject*)b0)->cl_name)); -#if CYTHON_AVOID_BORROWED_REFS - Py_DECREF(b0); -#endif - return -1; - } -#endif - b = (PyTypeObject*) b0; - if (!__Pyx_PyType_HasFeature(b, Py_TPFLAGS_HEAPTYPE)) - { - __Pyx_TypeName b_name = __Pyx_PyType_GetName(b); - PyErr_Format(PyExc_TypeError, - "base class '" __Pyx_FMT_TYPENAME "' is not a heap type", b_name); - __Pyx_DECREF_TypeName(b_name); -#if CYTHON_AVOID_BORROWED_REFS - Py_DECREF(b0); -#endif - return -1; - } -#if !CYTHON_USE_TYPE_SLOTS - if (dictoffset == 0) { - PyErr_Format(PyExc_TypeError, - "extension type '%s.200s': " - "unable to validate whether bases have a __dict__ " - "when CYTHON_USE_TYPE_SLOTS is off " - "(likely because you are building in the limited API). " - "Therefore, all extension types with multiple bases " - "must add 'cdef dict __dict__' in this compilation mode", - type_name); -#if CYTHON_AVOID_BORROWED_REFS - Py_DECREF(b0); -#endif - return -1; - } -#else - if (dictoffset == 0 && b->tp_dictoffset) - { - __Pyx_TypeName b_name = __Pyx_PyType_GetName(b); - PyErr_Format(PyExc_TypeError, - "extension type '%.200s' has no __dict__ slot, " - "but base type '" __Pyx_FMT_TYPENAME "' has: " - "either add 'cdef dict __dict__' to the extension type " - "or add '__slots__ = [...]' to the base type", - type_name, b_name); - __Pyx_DECREF_TypeName(b_name); -#if CYTHON_AVOID_BORROWED_REFS - Py_DECREF(b0); -#endif - return -1; - } -#endif -#if CYTHON_AVOID_BORROWED_REFS - Py_DECREF(b0); -#endif - } - return 0; -} -#endif - -/* PyType_Ready */ -static int __Pyx_PyType_Ready(PyTypeObject *t) { -#if CYTHON_USE_TYPE_SPECS || !(CYTHON_COMPILING_IN_CPYTHON || CYTHON_COMPILING_IN_LIMITED_API) || defined(PYSTON_MAJOR_VERSION) - (void)__Pyx_PyObject_CallMethod0; -#if CYTHON_USE_TYPE_SPECS - (void)__Pyx_validate_bases_tuple; -#endif - return PyType_Ready(t); -#else - int r; - PyObject *bases = __Pyx_PyType_GetSlot(t, tp_bases, PyObject*); - if (bases && unlikely(__Pyx_validate_bases_tuple(t->tp_name, t->tp_dictoffset, bases) == -1)) - return -1; -#if PY_VERSION_HEX >= 0x03050000 && !defined(PYSTON_MAJOR_VERSION) - { - int gc_was_enabled; - #if PY_VERSION_HEX >= 0x030A00b1 - gc_was_enabled = PyGC_Disable(); - (void)__Pyx_PyObject_CallMethod0; - #else - PyObject *ret, *py_status; - PyObject *gc = NULL; - #if PY_VERSION_HEX >= 0x030700a1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM+0 >= 0x07030400) - gc = PyImport_GetModule(__pyx_kp_u_gc); - #endif - if (unlikely(!gc)) gc = PyImport_Import(__pyx_kp_u_gc); - if (unlikely(!gc)) return -1; - py_status = __Pyx_PyObject_CallMethod0(gc, __pyx_kp_u_isenabled); - if (unlikely(!py_status)) { - Py_DECREF(gc); - return -1; - } - gc_was_enabled = __Pyx_PyObject_IsTrue(py_status); - Py_DECREF(py_status); - if (gc_was_enabled > 0) { - ret = __Pyx_PyObject_CallMethod0(gc, __pyx_kp_u_disable); - if (unlikely(!ret)) { - Py_DECREF(gc); - return -1; - } - Py_DECREF(ret); - } else if (unlikely(gc_was_enabled == -1)) { - Py_DECREF(gc); - return -1; - } - #endif - t->tp_flags |= Py_TPFLAGS_HEAPTYPE; -#if PY_VERSION_HEX >= 0x030A0000 - t->tp_flags |= Py_TPFLAGS_IMMUTABLETYPE; -#endif -#else - (void)__Pyx_PyObject_CallMethod0; -#endif - r = PyType_Ready(t); -#if PY_VERSION_HEX >= 0x03050000 && !defined(PYSTON_MAJOR_VERSION) - t->tp_flags &= ~Py_TPFLAGS_HEAPTYPE; - #if PY_VERSION_HEX >= 0x030A00b1 - if (gc_was_enabled) - PyGC_Enable(); - #else - if (gc_was_enabled) { - PyObject *tp, *v, *tb; - PyErr_Fetch(&tp, &v, &tb); - ret = __Pyx_PyObject_CallMethod0(gc, __pyx_kp_u_enable); - if (likely(ret || r == -1)) { - Py_XDECREF(ret); - PyErr_Restore(tp, v, tb); - } else { - Py_XDECREF(tp); - Py_XDECREF(v); - Py_XDECREF(tb); - r = -1; - } - } - Py_DECREF(gc); - #endif - } -#endif - return r; -#endif -} - -/* PyObject_GenericGetAttrNoDict */ -#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000 -static PyObject *__Pyx_RaiseGenericGetAttributeError(PyTypeObject *tp, PyObject *attr_name) { - __Pyx_TypeName type_name = __Pyx_PyType_GetName(tp); - PyErr_Format(PyExc_AttributeError, -#if PY_MAJOR_VERSION >= 3 - "'" __Pyx_FMT_TYPENAME "' object has no attribute '%U'", - type_name, attr_name); -#else - "'" __Pyx_FMT_TYPENAME "' object has no attribute '%.400s'", - type_name, PyString_AS_STRING(attr_name)); -#endif - __Pyx_DECREF_TypeName(type_name); - return NULL; -} -static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name) { - PyObject *descr; - PyTypeObject *tp = Py_TYPE(obj); - if (unlikely(!PyString_Check(attr_name))) { - return PyObject_GenericGetAttr(obj, attr_name); - } - assert(!tp->tp_dictoffset); - descr = _PyType_Lookup(tp, attr_name); - if (unlikely(!descr)) { - return __Pyx_RaiseGenericGetAttributeError(tp, attr_name); - } - Py_INCREF(descr); - #if PY_MAJOR_VERSION < 3 - if (likely(PyType_HasFeature(Py_TYPE(descr), Py_TPFLAGS_HAVE_CLASS))) - #endif - { - descrgetfunc f = Py_TYPE(descr)->tp_descr_get; - if (unlikely(f)) { - PyObject *res = f(descr, obj, (PyObject *)tp); - Py_DECREF(descr); - return res; - } - } - return descr; -} -#endif - -/* PyObject_GenericGetAttr */ -#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000 -static PyObject* __Pyx_PyObject_GenericGetAttr(PyObject* obj, PyObject* attr_name) { - if (unlikely(Py_TYPE(obj)->tp_dictoffset)) { - return PyObject_GenericGetAttr(obj, attr_name); - } - return __Pyx_PyObject_GenericGetAttrNoDict(obj, attr_name); -} -#endif - -/* SetupReduce */ -#if !CYTHON_COMPILING_IN_LIMITED_API -static int __Pyx_setup_reduce_is_named(PyObject* meth, PyObject* name) { - int ret; - PyObject *name_attr; - name_attr = __Pyx_PyObject_GetAttrStrNoError(meth, __pyx_n_s_name_2); - if (likely(name_attr)) { - ret = PyObject_RichCompareBool(name_attr, name, Py_EQ); - } else { - ret = -1; - } - if (unlikely(ret < 0)) { - PyErr_Clear(); - ret = 0; - } - Py_XDECREF(name_attr); - return ret; -} -static int __Pyx_setup_reduce(PyObject* type_obj) { - int ret = 0; - PyObject *object_reduce = NULL; - PyObject *object_getstate = NULL; - PyObject *object_reduce_ex = NULL; - PyObject *reduce = NULL; - PyObject *reduce_ex = NULL; - PyObject *reduce_cython = NULL; - PyObject *setstate = NULL; - PyObject *setstate_cython = NULL; - PyObject *getstate = NULL; -#if CYTHON_USE_PYTYPE_LOOKUP - getstate = _PyType_Lookup((PyTypeObject*)type_obj, __pyx_n_s_getstate); -#else - getstate = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_getstate); - if (!getstate && PyErr_Occurred()) { - goto __PYX_BAD; - } -#endif - if (getstate) { -#if CYTHON_USE_PYTYPE_LOOKUP - object_getstate = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_getstate); -#else - object_getstate = __Pyx_PyObject_GetAttrStrNoError((PyObject*)&PyBaseObject_Type, __pyx_n_s_getstate); - if (!object_getstate && PyErr_Occurred()) { - goto __PYX_BAD; - } -#endif - if (object_getstate != getstate) { - goto __PYX_GOOD; - } - } -#if CYTHON_USE_PYTYPE_LOOKUP - object_reduce_ex = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD; -#else - object_reduce_ex = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_n_s_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD; -#endif - reduce_ex = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_reduce_ex); if (unlikely(!reduce_ex)) goto __PYX_BAD; - if (reduce_ex == object_reduce_ex) { -#if CYTHON_USE_PYTYPE_LOOKUP - object_reduce = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_reduce); if (!object_reduce) goto __PYX_BAD; -#else - object_reduce = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_n_s_reduce); if (!object_reduce) goto __PYX_BAD; -#endif - reduce = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_reduce); if (unlikely(!reduce)) goto __PYX_BAD; - if (reduce == object_reduce || __Pyx_setup_reduce_is_named(reduce, __pyx_n_s_reduce_cython)) { - reduce_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_reduce_cython); - if (likely(reduce_cython)) { - ret = PyDict_SetItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_reduce, reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD; - ret = PyDict_DelItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD; - } else if (reduce == object_reduce || PyErr_Occurred()) { - goto __PYX_BAD; - } - setstate = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_setstate); - if (!setstate) PyErr_Clear(); - if (!setstate || __Pyx_setup_reduce_is_named(setstate, __pyx_n_s_setstate_cython)) { - setstate_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_setstate_cython); - if (likely(setstate_cython)) { - ret = PyDict_SetItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_setstate, setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD; - ret = PyDict_DelItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD; - } else if (!setstate || PyErr_Occurred()) { - goto __PYX_BAD; - } - } - PyType_Modified((PyTypeObject*)type_obj); - } - } - goto __PYX_GOOD; -__PYX_BAD: - if (!PyErr_Occurred()) { - __Pyx_TypeName type_obj_name = - __Pyx_PyType_GetName((PyTypeObject*)type_obj); - PyErr_Format(PyExc_RuntimeError, - "Unable to initialize pickling for " __Pyx_FMT_TYPENAME, type_obj_name); - __Pyx_DECREF_TypeName(type_obj_name); - } - ret = -1; -__PYX_GOOD: -#if !CYTHON_USE_PYTYPE_LOOKUP - Py_XDECREF(object_reduce); - Py_XDECREF(object_reduce_ex); - Py_XDECREF(object_getstate); - Py_XDECREF(getstate); -#endif - Py_XDECREF(reduce); - Py_XDECREF(reduce_ex); - Py_XDECREF(reduce_cython); - Py_XDECREF(setstate); - Py_XDECREF(setstate_cython); - return ret; -} -#endif - -/* SetVTable */ -static int __Pyx_SetVtable(PyTypeObject *type, void *vtable) { - PyObject *ob = PyCapsule_New(vtable, 0, 0); - if (unlikely(!ob)) - goto bad; -#if CYTHON_COMPILING_IN_LIMITED_API - if (unlikely(PyObject_SetAttr((PyObject *) type, __pyx_n_s_pyx_vtable, ob) < 0)) -#else - if (unlikely(PyDict_SetItem(type->tp_dict, __pyx_n_s_pyx_vtable, ob) < 0)) -#endif - goto bad; - Py_DECREF(ob); - return 0; -bad: - Py_XDECREF(ob); - return -1; -} - -/* GetVTable */ -static void* __Pyx_GetVtable(PyTypeObject *type) { - void* ptr; -#if CYTHON_COMPILING_IN_LIMITED_API - PyObject *ob = PyObject_GetAttr((PyObject *)type, __pyx_n_s_pyx_vtable); -#else - PyObject *ob = PyObject_GetItem(type->tp_dict, __pyx_n_s_pyx_vtable); -#endif - if (!ob) - goto bad; - ptr = PyCapsule_GetPointer(ob, 0); - if (!ptr && !PyErr_Occurred()) - PyErr_SetString(PyExc_RuntimeError, "invalid vtable found for imported type"); - Py_DECREF(ob); - return ptr; -bad: - Py_XDECREF(ob); - return NULL; -} - -/* MergeVTables */ -#if !CYTHON_COMPILING_IN_LIMITED_API -static int __Pyx_MergeVtables(PyTypeObject *type) { - int i; - void** base_vtables; - __Pyx_TypeName tp_base_name; - __Pyx_TypeName base_name; - void* unknown = (void*)-1; - PyObject* bases = type->tp_bases; - int base_depth = 0; - { - PyTypeObject* base = type->tp_base; - while (base) { - base_depth += 1; - base = base->tp_base; - } - } - base_vtables = (void**) malloc(sizeof(void*) * (size_t)(base_depth + 1)); - base_vtables[0] = unknown; - for (i = 1; i < PyTuple_GET_SIZE(bases); i++) { - void* base_vtable = __Pyx_GetVtable(((PyTypeObject*)PyTuple_GET_ITEM(bases, i))); - if (base_vtable != NULL) { - int j; - PyTypeObject* base = type->tp_base; - for (j = 0; j < base_depth; j++) { - if (base_vtables[j] == unknown) { - base_vtables[j] = __Pyx_GetVtable(base); - base_vtables[j + 1] = unknown; - } - if (base_vtables[j] == base_vtable) { - break; - } else if (base_vtables[j] == NULL) { - goto bad; - } - base = base->tp_base; - } - } - } - PyErr_Clear(); - free(base_vtables); - return 0; -bad: - tp_base_name = __Pyx_PyType_GetName(type->tp_base); - base_name = __Pyx_PyType_GetName((PyTypeObject*)PyTuple_GET_ITEM(bases, i)); - PyErr_Format(PyExc_TypeError, - "multiple bases have vtable conflict: '" __Pyx_FMT_TYPENAME "' and '" __Pyx_FMT_TYPENAME "'", tp_base_name, base_name); - __Pyx_DECREF_TypeName(tp_base_name); - __Pyx_DECREF_TypeName(base_name); - free(base_vtables); - return -1; -} -#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 ((1) && (strchr(__Pyx_MODULE_NAME, '.'))) { - 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__6; - 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); -} - -/* ImportFrom */ -static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) { - PyObject* value = __Pyx_PyObject_GetAttrStr(module, name); - if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) { - const char* module_name_str = 0; - PyObject* module_name = 0; - PyObject* module_dot = 0; - PyObject* full_name = 0; - PyErr_Clear(); - module_name_str = PyModule_GetName(module); - if (unlikely(!module_name_str)) { goto modbad; } - module_name = PyUnicode_FromString(module_name_str); - if (unlikely(!module_name)) { goto modbad; } - module_dot = PyUnicode_Concat(module_name, __pyx_kp_u__7); - if (unlikely(!module_dot)) { goto modbad; } - full_name = PyUnicode_Concat(module_dot, name); - if (unlikely(!full_name)) { goto modbad; } - #if PY_VERSION_HEX < 0x030700A1 || (CYTHON_COMPILING_IN_PYPY && PYPY_VERSION_NUM < 0x07030400) - { - PyObject *modules = PyImport_GetModuleDict(); - if (unlikely(!modules)) - goto modbad; - value = PyObject_GetItem(modules, full_name); - } - #else - value = PyImport_GetModule(full_name); - #endif - modbad: - Py_XDECREF(full_name); - Py_XDECREF(module_dot); - Py_XDECREF(module_name); - } - if (unlikely(!value)) { - PyErr_Format(PyExc_ImportError, - #if PY_MAJOR_VERSION < 3 - "cannot import name %.230s", PyString_AS_STRING(name)); - #else - "cannot import name %S", name); - #endif - } - return value; -} - -/* Py3UpdateBases */ -static PyObject* -__Pyx_PEP560_update_bases(PyObject *bases) -{ - Py_ssize_t i, j, size_bases; - PyObject *base, *meth, *new_base, *result, *new_bases = NULL; - size_bases = PyTuple_GET_SIZE(bases); - for (i = 0; i < size_bases; i++) { - base = PyTuple_GET_ITEM(bases, i); - if (PyType_Check(base)) { - if (new_bases) { - if (PyList_Append(new_bases, base) < 0) { - goto error; - } - } - continue; - } - meth = __Pyx_PyObject_GetAttrStrNoError(base, __pyx_n_s_mro_entries); - if (!meth && PyErr_Occurred()) { - goto error; - } - if (!meth) { - if (new_bases) { - if (PyList_Append(new_bases, base) < 0) { - goto error; - } - } - continue; - } - new_base = __Pyx_PyObject_CallOneArg(meth, bases); - Py_DECREF(meth); - if (!new_base) { - goto error; - } - if (!PyTuple_Check(new_base)) { - PyErr_SetString(PyExc_TypeError, - "__mro_entries__ must return a tuple"); - Py_DECREF(new_base); - goto error; - } - if (!new_bases) { - if (!(new_bases = PyList_New(i))) { - goto error; - } - for (j = 0; j < i; j++) { - base = PyTuple_GET_ITEM(bases, j); - PyList_SET_ITEM(new_bases, j, base); - Py_INCREF(base); - } - } - j = PyList_GET_SIZE(new_bases); - if (PyList_SetSlice(new_bases, j, j, new_base) < 0) { - goto error; - } - Py_DECREF(new_base); - } - if (!new_bases) { - Py_INCREF(bases); - return bases; - } - result = PyList_AsTuple(new_bases); - Py_DECREF(new_bases); - return result; -error: - Py_XDECREF(new_bases); - return NULL; -} - -/* CalculateMetaclass */ -static PyObject *__Pyx_CalculateMetaclass(PyTypeObject *metaclass, PyObject *bases) { - Py_ssize_t i, nbases; -#if CYTHON_ASSUME_SAFE_MACROS - nbases = PyTuple_GET_SIZE(bases); -#else - nbases = PyTuple_Size(bases); - if (nbases < 0) return NULL; -#endif - for (i=0; i < nbases; i++) { - PyTypeObject *tmptype; -#if CYTHON_ASSUME_SAFE_MACROS - PyObject *tmp = PyTuple_GET_ITEM(bases, i); -#else - PyObject *tmp = PyTuple_GetItem(bases, i); - if (!tmp) return NULL; -#endif - tmptype = Py_TYPE(tmp); -#if PY_MAJOR_VERSION < 3 - if (tmptype == &PyClass_Type) - continue; -#endif - if (!metaclass) { - metaclass = tmptype; - continue; - } - if (PyType_IsSubtype(metaclass, tmptype)) - continue; - if (PyType_IsSubtype(tmptype, metaclass)) { - metaclass = tmptype; - continue; - } - PyErr_SetString(PyExc_TypeError, - "metaclass conflict: " - "the metaclass of a derived class " - "must be a (non-strict) subclass " - "of the metaclasses of all its bases"); - return NULL; - } - if (!metaclass) { -#if PY_MAJOR_VERSION < 3 - metaclass = &PyClass_Type; -#else - metaclass = &PyType_Type; -#endif - } - Py_INCREF((PyObject*) metaclass); - return (PyObject*) metaclass; -} - -/* FetchSharedCythonModule */ -static PyObject *__Pyx_FetchSharedCythonABIModule(void) { - PyObject *abi_module = PyImport_AddModule((char*) __PYX_ABI_MODULE_NAME); - if (unlikely(!abi_module)) return NULL; - Py_INCREF(abi_module); - return abi_module; -} - -/* 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 */ -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("", - op->func_qualname, (void *)op); -#else - return PyString_FromFormat("", - 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); 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- 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 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; -} - -/* PyObjectCall2Args */ -static CYTHON_INLINE PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2) { - PyObject *args[3] = {NULL, arg1, arg2}; - return __Pyx_PyObject_FastCall(function, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET); -} - -/* Py3ClassCreate */ -static PyObject *__Pyx_Py3MetaclassPrepare(PyObject *metaclass, PyObject *bases, PyObject *name, - PyObject *qualname, PyObject *mkw, PyObject *modname, PyObject *doc) { - PyObject *ns; - if (metaclass) { - PyObject *prep = __Pyx_PyObject_GetAttrStrNoError(metaclass, __pyx_n_s_prepare); - if (prep) { - PyObject *pargs[3] = {NULL, name, bases}; - ns = __Pyx_PyObject_FastCallDict(prep, pargs+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, mkw); - Py_DECREF(prep); - } else { - if (unlikely(PyErr_Occurred())) - return NULL; - ns = PyDict_New(); - } - } else { - ns = PyDict_New(); - } - if (unlikely(!ns)) - return NULL; - if (unlikely(PyObject_SetItem(ns, __pyx_n_s_module, modname) < 0)) goto bad; -#if PY_VERSION_HEX >= 0x03030000 - if (unlikely(PyObject_SetItem(ns, __pyx_n_s_qualname, qualname) < 0)) goto bad; -#else - CYTHON_MAYBE_UNUSED_VAR(qualname); -#endif - if (unlikely(doc && PyObject_SetItem(ns, __pyx_n_s_doc, doc) < 0)) goto bad; - return ns; -bad: - Py_DECREF(ns); - return NULL; -} -#if PY_VERSION_HEX < 0x030600A4 && CYTHON_PEP487_INIT_SUBCLASS -static int __Pyx_SetNamesPEP487(PyObject *type_obj) { - PyTypeObject *type = (PyTypeObject*) type_obj; - PyObject *names_to_set, *key, *value, *set_name, *tmp; - Py_ssize_t i = 0; -#if CYTHON_USE_TYPE_SLOTS - names_to_set = PyDict_Copy(type->tp_dict); -#else - { - PyObject *d = PyObject_GetAttr(type_obj, __pyx_n_s_dict); - names_to_set = NULL; - if (likely(d)) { - PyObject *names_to_set = PyDict_New(); - int ret = likely(names_to_set) ? PyDict_Update(names_to_set, d) : -1; - Py_DECREF(d); - if (unlikely(ret < 0)) - Py_CLEAR(names_to_set); - } - } -#endif - if (unlikely(names_to_set == NULL)) - goto bad; - while (PyDict_Next(names_to_set, &i, &key, &value)) { - set_name = __Pyx_PyObject_LookupSpecialNoError(value, __pyx_n_s_set_name); - if (unlikely(set_name != NULL)) { - tmp = __Pyx_PyObject_Call2Args(set_name, type_obj, key); - Py_DECREF(set_name); - if (unlikely(tmp == NULL)) { - __Pyx_TypeName value_type_name = - __Pyx_PyType_GetName(Py_TYPE(value)); - __Pyx_TypeName type_name = __Pyx_PyType_GetName(type); - PyErr_Format(PyExc_RuntimeError, -#if PY_MAJOR_VERSION >= 3 - "Error calling __set_name__ on '" __Pyx_FMT_TYPENAME "' instance %R " "in '" __Pyx_FMT_TYPENAME "'", - value_type_name, key, type_name); -#else - "Error calling __set_name__ on '" __Pyx_FMT_TYPENAME "' instance %.100s in '" __Pyx_FMT_TYPENAME "'", - value_type_name, - PyString_Check(key) ? PyString_AS_STRING(key) : "?", - type_name); -#endif - goto bad; - } else { - Py_DECREF(tmp); - } - } - else if (unlikely(PyErr_Occurred())) { - goto bad; - } - } - Py_DECREF(names_to_set); - return 0; -bad: - Py_XDECREF(names_to_set); - return -1; -} -static PyObject *__Pyx_InitSubclassPEP487(PyObject *type_obj, PyObject *mkw) { -#if CYTHON_USE_TYPE_SLOTS && CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - PyTypeObject *type = (PyTypeObject*) type_obj; - PyObject *mro = type->tp_mro; - Py_ssize_t i, nbases; - if (unlikely(!mro)) goto done; - (void) &__Pyx_GetBuiltinName; - Py_INCREF(mro); - nbases = PyTuple_GET_SIZE(mro); - assert(PyTuple_GET_ITEM(mro, 0) == type_obj); - for (i = 1; i < nbases-1; i++) { - PyObject *base, *dict, *meth; - base = PyTuple_GET_ITEM(mro, i); - dict = ((PyTypeObject *)base)->tp_dict; - meth = __Pyx_PyDict_GetItemStrWithError(dict, __pyx_n_s_init_subclass); - if (unlikely(meth)) { - descrgetfunc f = Py_TYPE(meth)->tp_descr_get; - PyObject *res; - Py_INCREF(meth); - if (likely(f)) { - res = f(meth, NULL, type_obj); - Py_DECREF(meth); - if (unlikely(!res)) goto bad; - meth = res; - } - res = __Pyx_PyObject_FastCallDict(meth, NULL, 0, mkw); - Py_DECREF(meth); - if (unlikely(!res)) goto bad; - Py_DECREF(res); - goto done; - } else if (unlikely(PyErr_Occurred())) { - goto bad; - } - } -done: - Py_XDECREF(mro); - return type_obj; -bad: - Py_XDECREF(mro); - Py_DECREF(type_obj); - return NULL; -#else - PyObject *super_type, *super, *func, *res; -#if CYTHON_COMPILING_IN_PYPY && !defined(PySuper_Type) - super_type = __Pyx_GetBuiltinName(__pyx_n_s_super); -#else - super_type = (PyObject*) &PySuper_Type; - (void) &__Pyx_GetBuiltinName; -#endif - super = likely(super_type) ? __Pyx_PyObject_Call2Args(super_type, type_obj, type_obj) : NULL; -#if CYTHON_COMPILING_IN_PYPY && !defined(PySuper_Type) - Py_XDECREF(super_type); -#endif - if (unlikely(!super)) { - Py_CLEAR(type_obj); - goto done; - } - func = __Pyx_PyObject_GetAttrStrNoError(super, __pyx_n_s_init_subclass); - Py_DECREF(super); - if (likely(!func)) { - if (unlikely(PyErr_Occurred())) - Py_CLEAR(type_obj); - goto done; - } - res = __Pyx_PyObject_FastCallDict(func, NULL, 0, mkw); - Py_DECREF(func); - if (unlikely(!res)) - Py_CLEAR(type_obj); - Py_XDECREF(res); -done: - return type_obj; -#endif -} -#endif -static PyObject *__Pyx_Py3ClassCreate(PyObject *metaclass, PyObject *name, PyObject *bases, - PyObject *dict, PyObject *mkw, - int calculate_metaclass, int allow_py2_metaclass) { - PyObject *result; - PyObject *owned_metaclass = NULL; - PyObject *margs[4] = {NULL, name, bases, dict}; - if (allow_py2_metaclass) { - owned_metaclass = PyObject_GetItem(dict, __pyx_n_s_metaclass); - if (owned_metaclass) { - metaclass = owned_metaclass; - } else if (likely(PyErr_ExceptionMatches(PyExc_KeyError))) { - PyErr_Clear(); - } else { - return NULL; - } - } - if (calculate_metaclass && (!metaclass || PyType_Check(metaclass))) { - metaclass = __Pyx_CalculateMetaclass((PyTypeObject*) metaclass, bases); - Py_XDECREF(owned_metaclass); - if (unlikely(!metaclass)) - return NULL; - owned_metaclass = metaclass; - } - result = __Pyx_PyObject_FastCallDict(metaclass, margs+1, 3 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, -#if PY_VERSION_HEX < 0x030600A4 - (metaclass == (PyObject*)&PyType_Type) ? NULL : mkw -#else - mkw -#endif - ); - Py_XDECREF(owned_metaclass); -#if PY_VERSION_HEX < 0x030600A4 && CYTHON_PEP487_INIT_SUBCLASS - if (likely(result) && likely(PyType_Check(result))) { - if (unlikely(__Pyx_SetNamesPEP487(result) < 0)) { - Py_CLEAR(result); - } else { - result = __Pyx_InitSubclassPEP487(result, mkw); - } - } -#else - (void) &__Pyx_GetBuiltinName; -#endif - return result; -} - -/* 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; - } - #if __PYX_LIMITED_VERSION_HEX < 0x030780000 - PyErr_Clear(); - { - 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", "", 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; - } - #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); // XDECREF since it's only set on Py3 if cline - 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 - -/* 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;\ - } - -/* CIntToPy */ -static CYTHON_INLINE PyObject* __Pyx_PyInt_From___pyx_anon_enum(int value) { -#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 (is_unsigned) { - if (sizeof(int) < sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(int) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long) value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); -#endif - } - } else { - if (sizeof(int) <= sizeof(long)) { - return PyInt_FromLong((long) value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG) value); -#endif - } - } - { - int one = 1; int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; -#if !CYTHON_COMPILING_IN_LIMITED_API - return _PyLong_FromByteArray(bytes, sizeof(int), - little, !is_unsigned); -#else - PyObject *from_bytes, *result = NULL; - PyObject *py_bytes = NULL, *arg_tuple = NULL, *kwds = NULL, *order_str = NULL; - from_bytes = PyObject_GetAttrString((PyObject*)&PyInt_Type, "from_bytes"); - if (!from_bytes) return NULL; - py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(int)); - 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; - kwds = PyDict_New(); - if (!kwds) goto limited_bad; - if (PyDict_SetItemString(kwds, "signed", __Pyx_NewRef(!is_unsigned ? Py_True : Py_False))) goto limited_bad; - result = PyObject_Call(from_bytes, arg_tuple, kwds); - limited_bad: - Py_XDECREF(from_bytes); - Py_XDECREF(py_bytes); - Py_XDECREF(order_str); - Py_XDECREF(arg_tuple); - Py_XDECREF(kwds); - return result; -#endif - } -} - -/* 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; - } - } else -#endif - if (likely(PyLong_Check(x))) { - 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; - PyObject *v = __Pyx_PyNumber_IntOrLong(x); -#if PY_MAJOR_VERSION < 3 - if (likely(v) && !PyLong_Check(v)) { - PyObject *tmp = v; - v = PyNumber_Long(tmp); - Py_DECREF(tmp); - } -#endif - if (likely(v)) { - int ret = -1; -#if !(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 *)v, - bytes, sizeof(val), - is_little, !is_unsigned); -#else - PyObject *stepval = NULL, *mask = NULL, *shift = NULL; - int bits, remaining_bits, is_negative = 0; - long idigit; - int chunk_size = (sizeof(long) < 8) ? 30 : 62; - if (unlikely(!PyLong_CheckExact(v))) { - PyObject *tmp = v; - v = PyNumber_Long(v); - assert(PyLong_CheckExact(v)); - Py_DECREF(tmp); - if (unlikely(!v)) return (int) -1; - } -#if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000 - if (Py_SIZE(x) == 0) - return (int) 0; - is_negative = Py_SIZE(x) < 0; -#else - { - int result = PyObject_RichCompareBool(x, Py_False, Py_LT); - if (unlikely(result < 0)) - return (int) -1; - is_negative = result == 1; - } -#endif - if (is_unsigned && unlikely(is_negative)) { - goto raise_neg_overflow; - } else if (is_negative) { - stepval = PyNumber_Invert(v); - if (unlikely(!stepval)) - return (int) -1; - } else { - stepval = __Pyx_NewRef(v); - } - 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; - digit = PyNumber_And(stepval, mask); - if (unlikely(!digit)) goto done; - idigit = PyLong_AsLong(digit); - Py_DECREF(digit); - if (unlikely(idigit < 0)) goto done; - tmp = PyNumber_Rshift(stepval, shift); - if (unlikely(!tmp)) goto done; - Py_DECREF(stepval); stepval = tmp; - val |= ((int) idigit) << bits; - #if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000 - if (Py_SIZE(stepval) == 0) - goto unpacking_done; - #endif - } - 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 CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000 - unpacking_done: - #endif - 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 - Py_DECREF(v); - if (likely(!ret)) - return val; - } - return (int) -1; - } - } else { - int val; - PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); - if (!tmp) return (int) -1; - val = __Pyx_PyInt_As_int(tmp); - Py_DECREF(tmp); - 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; -} - -/* CIntToPy */ -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) { -#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 (is_unsigned) { - if (sizeof(int) < sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(int) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long) value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); -#endif - } - } else { - if (sizeof(int) <= sizeof(long)) { - return PyInt_FromLong((long) value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG) value); -#endif - } - } - { - int one = 1; int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; -#if !CYTHON_COMPILING_IN_LIMITED_API - return _PyLong_FromByteArray(bytes, sizeof(int), - little, !is_unsigned); -#else - PyObject *from_bytes, *result = NULL; - PyObject *py_bytes = NULL, *arg_tuple = NULL, *kwds = NULL, *order_str = NULL; - from_bytes = PyObject_GetAttrString((PyObject*)&PyInt_Type, "from_bytes"); - if (!from_bytes) return NULL; - py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(int)); - 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; - kwds = PyDict_New(); - if (!kwds) goto limited_bad; - if (PyDict_SetItemString(kwds, "signed", __Pyx_NewRef(!is_unsigned ? Py_True : Py_False))) goto limited_bad; - result = PyObject_Call(from_bytes, arg_tuple, kwds); - limited_bad: - Py_XDECREF(from_bytes); - Py_XDECREF(py_bytes); - Py_XDECREF(order_str); - Py_XDECREF(arg_tuple); - Py_XDECREF(kwds); - return result; -#endif - } -} - -/* 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_2); - if (unlikely(name == NULL) || unlikely(!PyUnicode_Check(name))) { - PyErr_Clear(); - Py_XDECREF(name); - name = __Pyx_NewRef(__pyx_n_s__82); - } - 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 - } - } - { - int one = 1; int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; -#if !CYTHON_COMPILING_IN_LIMITED_API - return _PyLong_FromByteArray(bytes, sizeof(long), - little, !is_unsigned); -#else - PyObject *from_bytes, *result = NULL; - PyObject *py_bytes = NULL, *arg_tuple = NULL, *kwds = NULL, *order_str = NULL; - from_bytes = PyObject_GetAttrString((PyObject*)&PyInt_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; - kwds = PyDict_New(); - if (!kwds) goto limited_bad; - if (PyDict_SetItemString(kwds, "signed", __Pyx_NewRef(!is_unsigned ? Py_True : Py_False))) goto limited_bad; - result = PyObject_Call(from_bytes, arg_tuple, kwds); - limited_bad: - Py_XDECREF(from_bytes); - Py_XDECREF(py_bytes); - Py_XDECREF(order_str); - Py_XDECREF(arg_tuple); - Py_XDECREF(kwds); - 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; - } - } else -#endif - if (likely(PyLong_Check(x))) { - 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; - PyObject *v = __Pyx_PyNumber_IntOrLong(x); -#if PY_MAJOR_VERSION < 3 - if (likely(v) && !PyLong_Check(v)) { - PyObject *tmp = v; - v = PyNumber_Long(tmp); - Py_DECREF(tmp); - } -#endif - if (likely(v)) { - int ret = -1; -#if !(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 *)v, - bytes, sizeof(val), - is_little, !is_unsigned); -#else - PyObject *stepval = NULL, *mask = NULL, *shift = NULL; - int bits, remaining_bits, is_negative = 0; - long idigit; - int chunk_size = (sizeof(long) < 8) ? 30 : 62; - if (unlikely(!PyLong_CheckExact(v))) { - PyObject *tmp = v; - v = PyNumber_Long(v); - assert(PyLong_CheckExact(v)); - Py_DECREF(tmp); - if (unlikely(!v)) return (long) -1; - } -#if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000 - if (Py_SIZE(x) == 0) - return (long) 0; - is_negative = Py_SIZE(x) < 0; -#else - { - int result = PyObject_RichCompareBool(x, Py_False, Py_LT); - if (unlikely(result < 0)) - return (long) -1; - is_negative = result == 1; - } -#endif - if (is_unsigned && unlikely(is_negative)) { - goto raise_neg_overflow; - } else if (is_negative) { - stepval = PyNumber_Invert(v); - if (unlikely(!stepval)) - return (long) -1; - } else { - stepval = __Pyx_NewRef(v); - } - 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; - digit = PyNumber_And(stepval, mask); - if (unlikely(!digit)) goto done; - idigit = PyLong_AsLong(digit); - Py_DECREF(digit); - if (unlikely(idigit < 0)) goto done; - tmp = PyNumber_Rshift(stepval, shift); - if (unlikely(!tmp)) goto done; - Py_DECREF(stepval); stepval = tmp; - val |= ((long) idigit) << bits; - #if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000 - if (Py_SIZE(stepval) == 0) - goto unpacking_done; - #endif - } - 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 CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000 - unpacking_done: - #endif - 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 - Py_DECREF(v); - if (likely(!ret)) - return val; - } - return (long) -1; - } - } else { - long val; - PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); - if (!tmp) return (long) -1; - val = __Pyx_PyInt_As_long(tmp); - Py_DECREF(tmp); - 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; -} - -/* 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 -#if PY_VERSION_HEX >= 0x030b00a6 - #ifndef Py_BUILD_CORE - #define Py_BUILD_CORE 1 - #endif - #include "internal/pycore_frame.h" -#endif -#define __Pyx_Coroutine_Undelegate(gen) Py_CLEAR((gen)->yieldfrom) -static int __Pyx_PyGen__FetchStopIterationValue(PyThreadState *__pyx_tstate, PyObject **pvalue) { - PyObject *et, *ev, *tb; - PyObject *value = NULL; - CYTHON_UNUSED_VAR(__pyx_tstate); - __Pyx_ErrFetch(&et, &ev, &tb); - if (!et) { - Py_XDECREF(tb); - Py_XDECREF(ev); - Py_INCREF(Py_None); - *pvalue = Py_None; - return 0; - } - if (likely(et == PyExc_StopIteration)) { - if (!ev) { - Py_INCREF(Py_None); - value = Py_None; - } -#if PY_VERSION_HEX >= 0x030300A0 - else if (likely(__Pyx_IS_TYPE(ev, (PyTypeObject*)PyExc_StopIteration))) { - value = ((PyStopIterationObject *)ev)->value; - Py_INCREF(value); - Py_DECREF(ev); - } -#endif - else if (unlikely(PyTuple_Check(ev))) { - if (PyTuple_GET_SIZE(ev) >= 1) { -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - value = PyTuple_GET_ITEM(ev, 0); - Py_INCREF(value); -#else - value = PySequence_ITEM(ev, 0); -#endif - } else { - Py_INCREF(Py_None); - value = Py_None; - } - Py_DECREF(ev); - } - else if (!__Pyx_TypeCheck(ev, (PyTypeObject*)PyExc_StopIteration)) { - value = ev; - } - if (likely(value)) { - Py_XDECREF(tb); - Py_DECREF(et); - *pvalue = value; - return 0; - } - } else if (!__Pyx_PyErr_GivenExceptionMatches(et, PyExc_StopIteration)) { - __Pyx_ErrRestore(et, ev, tb); - return -1; - } - PyErr_NormalizeException(&et, &ev, &tb); - if (unlikely(!PyObject_TypeCheck(ev, (PyTypeObject*)PyExc_StopIteration))) { - __Pyx_ErrRestore(et, ev, tb); - return -1; - } - Py_XDECREF(tb); - Py_DECREF(et); -#if PY_VERSION_HEX >= 0x030300A0 - value = ((PyStopIterationObject *)ev)->value; - Py_INCREF(value); - Py_DECREF(ev); -#else - { - PyObject* args = __Pyx_PyObject_GetAttrStr(ev, __pyx_n_s_args); - Py_DECREF(ev); - if (likely(args)) { - value = PySequence_GetItem(args, 0); - Py_DECREF(args); - } - if (unlikely(!value)) { - __Pyx_ErrRestore(NULL, NULL, NULL); - Py_INCREF(Py_None); - value = Py_None; - } - } -#endif - *pvalue = value; - return 0; -} -static CYTHON_INLINE -void __Pyx_Coroutine_ExceptionClear(__Pyx_ExcInfoStruct *exc_state) { -#if PY_VERSION_HEX >= 0x030B00a4 - Py_CLEAR(exc_state->exc_value); -#else - PyObject *t, *v, *tb; - t = exc_state->exc_type; - v = exc_state->exc_value; - tb = exc_state->exc_traceback; - exc_state->exc_type = NULL; - exc_state->exc_value = NULL; - exc_state->exc_traceback = NULL; - Py_XDECREF(t); - Py_XDECREF(v); - Py_XDECREF(tb); -#endif -} -#define __Pyx_Coroutine_AlreadyRunningError(gen) (__Pyx__Coroutine_AlreadyRunningError(gen), (PyObject*)NULL) -static void __Pyx__Coroutine_AlreadyRunningError(__pyx_CoroutineObject *gen) { - const char *msg; - CYTHON_MAYBE_UNUSED_VAR(gen); - if ((0)) { - #ifdef __Pyx_Coroutine_USED - } else if (__Pyx_Coroutine_Check((PyObject*)gen)) { - msg = "coroutine already executing"; - #endif - #ifdef __Pyx_AsyncGen_USED - } else if (__Pyx_AsyncGen_CheckExact((PyObject*)gen)) { - msg = "async generator already executing"; - #endif - } else { - msg = "generator already executing"; - } - PyErr_SetString(PyExc_ValueError, msg); -} -#define __Pyx_Coroutine_NotStartedError(gen) (__Pyx__Coroutine_NotStartedError(gen), (PyObject*)NULL) -static void __Pyx__Coroutine_NotStartedError(PyObject *gen) { - const char *msg; - CYTHON_MAYBE_UNUSED_VAR(gen); - if ((0)) { - #ifdef __Pyx_Coroutine_USED - } else if (__Pyx_Coroutine_Check(gen)) { - msg = "can't send non-None value to a just-started coroutine"; - #endif - #ifdef __Pyx_AsyncGen_USED - } else if (__Pyx_AsyncGen_CheckExact(gen)) { - msg = "can't send non-None value to a just-started async generator"; - #endif - } else { - msg = "can't send non-None value to a just-started generator"; - } - PyErr_SetString(PyExc_TypeError, msg); -} -#define __Pyx_Coroutine_AlreadyTerminatedError(gen, value, closing) (__Pyx__Coroutine_AlreadyTerminatedError(gen, value, closing), (PyObject*)NULL) -static void __Pyx__Coroutine_AlreadyTerminatedError(PyObject *gen, PyObject *value, int closing) { - CYTHON_MAYBE_UNUSED_VAR(gen); - CYTHON_MAYBE_UNUSED_VAR(closing); - #ifdef __Pyx_Coroutine_USED - if (!closing && __Pyx_Coroutine_Check(gen)) { - PyErr_SetString(PyExc_RuntimeError, "cannot reuse already awaited coroutine"); - } else - #endif - if (value) { - #ifdef __Pyx_AsyncGen_USED - if (__Pyx_AsyncGen_CheckExact(gen)) - PyErr_SetNone(__Pyx_PyExc_StopAsyncIteration); - else - #endif - PyErr_SetNone(PyExc_StopIteration); - } -} -static -PyObject *__Pyx_Coroutine_SendEx(__pyx_CoroutineObject *self, PyObject *value, int closing) { - __Pyx_PyThreadState_declare - PyThreadState *tstate; - __Pyx_ExcInfoStruct *exc_state; - PyObject *retval; - assert(!self->is_running); - if (unlikely(self->resume_label == 0)) { - if (unlikely(value && value != Py_None)) { - return __Pyx_Coroutine_NotStartedError((PyObject*)self); - } - } - if (unlikely(self->resume_label == -1)) { - return __Pyx_Coroutine_AlreadyTerminatedError((PyObject*)self, value, closing); - } -#if CYTHON_FAST_THREAD_STATE - __Pyx_PyThreadState_assign - tstate = __pyx_tstate; -#else - tstate = __Pyx_PyThreadState_Current; -#endif - exc_state = &self->gi_exc_state; - if (exc_state->exc_value) { - #if CYTHON_COMPILING_IN_PYPY - #else - PyObject *exc_tb; - #if PY_VERSION_HEX >= 0x030B00a4 && !CYTHON_COMPILING_IN_CPYTHON - exc_tb = PyException_GetTraceback(exc_state->exc_value); - #elif PY_VERSION_HEX >= 0x030B00a4 - exc_tb = ((PyBaseExceptionObject*) exc_state->exc_value)->traceback; - #else - exc_tb = exc_state->exc_traceback; - #endif - if (exc_tb) { - PyTracebackObject *tb = (PyTracebackObject *) exc_tb; - PyFrameObject *f = tb->tb_frame; - assert(f->f_back == NULL); - #if PY_VERSION_HEX >= 0x030B00A1 - f->f_back = PyThreadState_GetFrame(tstate); - #else - Py_XINCREF(tstate->frame); - f->f_back = tstate->frame; - #endif - #if PY_VERSION_HEX >= 0x030B00a4 && !CYTHON_COMPILING_IN_CPYTHON - Py_DECREF(exc_tb); - #endif - } - #endif - } -#if CYTHON_USE_EXC_INFO_STACK - exc_state->previous_item = tstate->exc_info; - tstate->exc_info = exc_state; -#else - if (exc_state->exc_type) { - __Pyx_ExceptionSwap(&exc_state->exc_type, &exc_state->exc_value, &exc_state->exc_traceback); - } else { - __Pyx_Coroutine_ExceptionClear(exc_state); - __Pyx_ExceptionSave(&exc_state->exc_type, &exc_state->exc_value, &exc_state->exc_traceback); - } -#endif - self->is_running = 1; - retval = self->body(self, tstate, value); - self->is_running = 0; -#if CYTHON_USE_EXC_INFO_STACK - exc_state = &self->gi_exc_state; - tstate->exc_info = exc_state->previous_item; - exc_state->previous_item = NULL; - __Pyx_Coroutine_ResetFrameBackpointer(exc_state); -#endif - return retval; -} -static CYTHON_INLINE void __Pyx_Coroutine_ResetFrameBackpointer(__Pyx_ExcInfoStruct *exc_state) { -#if CYTHON_COMPILING_IN_PYPY - CYTHON_UNUSED_VAR(exc_state); -#else - PyObject *exc_tb; - #if PY_VERSION_HEX >= 0x030B00a4 - if (!exc_state->exc_value) return; - exc_tb = PyException_GetTraceback(exc_state->exc_value); - #else - exc_tb = exc_state->exc_traceback; - #endif - if (likely(exc_tb)) { - PyTracebackObject *tb = (PyTracebackObject *) exc_tb; - PyFrameObject *f = tb->tb_frame; - Py_CLEAR(f->f_back); - #if PY_VERSION_HEX >= 0x030B00a4 - Py_DECREF(exc_tb); - #endif - } -#endif -} -static CYTHON_INLINE -PyObject *__Pyx_Coroutine_MethodReturn(PyObject* gen, PyObject *retval) { - CYTHON_MAYBE_UNUSED_VAR(gen); - if (unlikely(!retval)) { - __Pyx_PyThreadState_declare - __Pyx_PyThreadState_assign - if (!__Pyx_PyErr_Occurred()) { - PyObject *exc = PyExc_StopIteration; - #ifdef __Pyx_AsyncGen_USED - if (__Pyx_AsyncGen_CheckExact(gen)) - exc = __Pyx_PyExc_StopAsyncIteration; - #endif - __Pyx_PyErr_SetNone(exc); - } - } - return retval; -} -#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03030000 && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3) -static CYTHON_INLINE -PyObject *__Pyx_PyGen_Send(PyGenObject *gen, PyObject *arg) { -#if PY_VERSION_HEX <= 0x030A00A1 - return _PyGen_Send(gen, arg); -#else - PyObject *result; - if (PyIter_Send((PyObject*)gen, arg ? arg : Py_None, &result) == PYGEN_RETURN) { - if (PyAsyncGen_CheckExact(gen)) { - assert(result == Py_None); - PyErr_SetNone(PyExc_StopAsyncIteration); - } - else if (result == Py_None) { - PyErr_SetNone(PyExc_StopIteration); - } - else { - _PyGen_SetStopIterationValue(result); - } - Py_CLEAR(result); - } - return result; -#endif -} -#endif -static CYTHON_INLINE -PyObject *__Pyx_Coroutine_FinishDelegation(__pyx_CoroutineObject *gen) { - PyObject *ret; - PyObject *val = NULL; - __Pyx_Coroutine_Undelegate(gen); - __Pyx_PyGen__FetchStopIterationValue(__Pyx_PyThreadState_Current, &val); - ret = __Pyx_Coroutine_SendEx(gen, val, 0); - Py_XDECREF(val); - return ret; -} -static PyObject *__Pyx_Coroutine_Send(PyObject *self, PyObject *value) { - PyObject *retval; - __pyx_CoroutineObject *gen = (__pyx_CoroutineObject*) self; - PyObject *yf = gen->yieldfrom; - if (unlikely(gen->is_running)) - return __Pyx_Coroutine_AlreadyRunningError(gen); - if (yf) { - PyObject *ret; - gen->is_running = 1; - #ifdef __Pyx_Generator_USED - if (__Pyx_Generator_CheckExact(yf)) { - ret = __Pyx_Coroutine_Send(yf, value); - } else - #endif - #ifdef __Pyx_Coroutine_USED - if (__Pyx_Coroutine_Check(yf)) { - ret = __Pyx_Coroutine_Send(yf, value); - } else - #endif - #ifdef __Pyx_AsyncGen_USED - if (__pyx_PyAsyncGenASend_CheckExact(yf)) { - ret = __Pyx_async_gen_asend_send(yf, value); - } else - #endif - #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03030000 && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3) - if (PyGen_CheckExact(yf)) { - ret = __Pyx_PyGen_Send((PyGenObject*)yf, value == Py_None ? NULL : value); - } else - #endif - #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03050000 && defined(PyCoro_CheckExact) && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3) - if (PyCoro_CheckExact(yf)) { - ret = __Pyx_PyGen_Send((PyGenObject*)yf, value == Py_None ? NULL : value); - } else - #endif - { - if (value == Py_None) - ret = __Pyx_PyObject_GetIterNextFunc(yf)(yf); - else - ret = __Pyx_PyObject_CallMethod1(yf, __pyx_n_s_send, value); - } - gen->is_running = 0; - if (likely(ret)) { - return ret; - } - retval = __Pyx_Coroutine_FinishDelegation(gen); - } else { - retval = __Pyx_Coroutine_SendEx(gen, value, 0); - } - return __Pyx_Coroutine_MethodReturn(self, retval); -} -static int __Pyx_Coroutine_CloseIter(__pyx_CoroutineObject *gen, PyObject *yf) { - PyObject *retval = NULL; - int err = 0; - #ifdef __Pyx_Generator_USED - if (__Pyx_Generator_CheckExact(yf)) { - retval = __Pyx_Coroutine_Close(yf); - if (!retval) - return -1; - } else - #endif - #ifdef __Pyx_Coroutine_USED - if (__Pyx_Coroutine_Check(yf)) { - retval = __Pyx_Coroutine_Close(yf); - if (!retval) - return -1; - } else - if (__Pyx_CoroutineAwait_CheckExact(yf)) { - retval = __Pyx_CoroutineAwait_Close((__pyx_CoroutineAwaitObject*)yf, NULL); - if (!retval) - return -1; - } else - #endif - #ifdef __Pyx_AsyncGen_USED - if (__pyx_PyAsyncGenASend_CheckExact(yf)) { - retval = __Pyx_async_gen_asend_close(yf, NULL); - } else - if (__pyx_PyAsyncGenAThrow_CheckExact(yf)) { - retval = __Pyx_async_gen_athrow_close(yf, NULL); - } else - #endif - { - PyObject *meth; - gen->is_running = 1; - meth = __Pyx_PyObject_GetAttrStrNoError(yf, __pyx_n_s_close); - if (unlikely(!meth)) { - if (unlikely(PyErr_Occurred())) { - PyErr_WriteUnraisable(yf); - } - } else { - retval = __Pyx_PyObject_CallNoArg(meth); - Py_DECREF(meth); - if (unlikely(!retval)) - err = -1; - } - gen->is_running = 0; - } - Py_XDECREF(retval); - return err; -} -static PyObject *__Pyx_Generator_Next(PyObject *self) { - __pyx_CoroutineObject *gen = (__pyx_CoroutineObject*) self; - PyObject *yf = gen->yieldfrom; - if (unlikely(gen->is_running)) - return __Pyx_Coroutine_AlreadyRunningError(gen); - if (yf) { - PyObject *ret; - gen->is_running = 1; - #ifdef __Pyx_Generator_USED - if (__Pyx_Generator_CheckExact(yf)) { - ret = __Pyx_Generator_Next(yf); - } else - #endif - #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03030000 && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3) - if (PyGen_CheckExact(yf)) { - ret = __Pyx_PyGen_Send((PyGenObject*)yf, NULL); - } else - #endif - #ifdef __Pyx_Coroutine_USED - if (__Pyx_Coroutine_Check(yf)) { - ret = __Pyx_Coroutine_Send(yf, Py_None); - } else - #endif - ret = __Pyx_PyObject_GetIterNextFunc(yf)(yf); - gen->is_running = 0; - if (likely(ret)) { - return ret; - } - return __Pyx_Coroutine_FinishDelegation(gen); - } - return __Pyx_Coroutine_SendEx(gen, Py_None, 0); -} -static PyObject *__Pyx_Coroutine_Close_Method(PyObject *self, PyObject *arg) { - CYTHON_UNUSED_VAR(arg); - return __Pyx_Coroutine_Close(self); -} -static PyObject *__Pyx_Coroutine_Close(PyObject *self) { - __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self; - PyObject *retval, *raised_exception; - PyObject *yf = gen->yieldfrom; - int err = 0; - if (unlikely(gen->is_running)) - return __Pyx_Coroutine_AlreadyRunningError(gen); - if (yf) { - Py_INCREF(yf); - err = __Pyx_Coroutine_CloseIter(gen, yf); - __Pyx_Coroutine_Undelegate(gen); - Py_DECREF(yf); - } - if (err == 0) - PyErr_SetNone(PyExc_GeneratorExit); - retval = __Pyx_Coroutine_SendEx(gen, NULL, 1); - if (unlikely(retval)) { - const char *msg; - Py_DECREF(retval); - if ((0)) { - #ifdef __Pyx_Coroutine_USED - } else if (__Pyx_Coroutine_Check(self)) { - msg = "coroutine ignored GeneratorExit"; - #endif - #ifdef __Pyx_AsyncGen_USED - } else if (__Pyx_AsyncGen_CheckExact(self)) { -#if PY_VERSION_HEX < 0x03060000 - msg = "async generator ignored GeneratorExit - might require Python 3.6+ finalisation (PEP 525)"; -#else - msg = "async generator ignored GeneratorExit"; -#endif - #endif - } else { - msg = "generator ignored GeneratorExit"; - } - PyErr_SetString(PyExc_RuntimeError, msg); - return NULL; - } - raised_exception = PyErr_Occurred(); - if (likely(!raised_exception || __Pyx_PyErr_GivenExceptionMatches2(raised_exception, PyExc_GeneratorExit, PyExc_StopIteration))) { - if (raised_exception) PyErr_Clear(); - Py_INCREF(Py_None); - return Py_None; - } - return NULL; -} -static PyObject *__Pyx__Coroutine_Throw(PyObject *self, PyObject *typ, PyObject *val, PyObject *tb, - PyObject *args, int close_on_genexit) { - __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self; - PyObject *yf = gen->yieldfrom; - if (unlikely(gen->is_running)) - return __Pyx_Coroutine_AlreadyRunningError(gen); - if (yf) { - PyObject *ret; - Py_INCREF(yf); - if (__Pyx_PyErr_GivenExceptionMatches(typ, PyExc_GeneratorExit) && close_on_genexit) { - int err = __Pyx_Coroutine_CloseIter(gen, yf); - Py_DECREF(yf); - __Pyx_Coroutine_Undelegate(gen); - if (err < 0) - return __Pyx_Coroutine_MethodReturn(self, __Pyx_Coroutine_SendEx(gen, NULL, 0)); - goto throw_here; - } - gen->is_running = 1; - if (0 - #ifdef __Pyx_Generator_USED - || __Pyx_Generator_CheckExact(yf) - #endif - #ifdef __Pyx_Coroutine_USED - || __Pyx_Coroutine_Check(yf) - #endif - ) { - ret = __Pyx__Coroutine_Throw(yf, typ, val, tb, args, close_on_genexit); - #ifdef __Pyx_Coroutine_USED - } else if (__Pyx_CoroutineAwait_CheckExact(yf)) { - ret = __Pyx__Coroutine_Throw(((__pyx_CoroutineAwaitObject*)yf)->coroutine, typ, val, tb, args, close_on_genexit); - #endif - } else { - PyObject *meth = __Pyx_PyObject_GetAttrStrNoError(yf, __pyx_n_s_throw); - if (unlikely(!meth)) { - Py_DECREF(yf); - if (unlikely(PyErr_Occurred())) { - gen->is_running = 0; - return NULL; - } - __Pyx_Coroutine_Undelegate(gen); - gen->is_running = 0; - goto throw_here; - } - if (likely(args)) { - ret = __Pyx_PyObject_Call(meth, args, NULL); - } else { - PyObject *cargs[4] = {NULL, typ, val, tb}; - ret = __Pyx_PyObject_FastCall(meth, cargs+1, 3 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET); - } - Py_DECREF(meth); - } - gen->is_running = 0; - Py_DECREF(yf); - if (!ret) { - ret = __Pyx_Coroutine_FinishDelegation(gen); - } - return __Pyx_Coroutine_MethodReturn(self, ret); - } -throw_here: - __Pyx_Raise(typ, val, tb, NULL); - return __Pyx_Coroutine_MethodReturn(self, __Pyx_Coroutine_SendEx(gen, NULL, 0)); -} -static PyObject *__Pyx_Coroutine_Throw(PyObject *self, PyObject *args) { - PyObject *typ; - PyObject *val = NULL; - PyObject *tb = NULL; - if (unlikely(!PyArg_UnpackTuple(args, (char *)"throw", 1, 3, &typ, &val, &tb))) - return NULL; - return __Pyx__Coroutine_Throw(self, typ, val, tb, args, 1); -} -static CYTHON_INLINE int __Pyx_Coroutine_traverse_excstate(__Pyx_ExcInfoStruct *exc_state, visitproc visit, void *arg) { -#if PY_VERSION_HEX >= 0x030B00a4 - Py_VISIT(exc_state->exc_value); -#else - Py_VISIT(exc_state->exc_type); - Py_VISIT(exc_state->exc_value); - Py_VISIT(exc_state->exc_traceback); -#endif - return 0; -} -static int __Pyx_Coroutine_traverse(__pyx_CoroutineObject *gen, visitproc visit, void *arg) { - Py_VISIT(gen->closure); - Py_VISIT(gen->classobj); - Py_VISIT(gen->yieldfrom); - return __Pyx_Coroutine_traverse_excstate(&gen->gi_exc_state, visit, arg); -} -static int __Pyx_Coroutine_clear(PyObject *self) { - __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self; - Py_CLEAR(gen->closure); - Py_CLEAR(gen->classobj); - Py_CLEAR(gen->yieldfrom); - __Pyx_Coroutine_ExceptionClear(&gen->gi_exc_state); -#ifdef __Pyx_AsyncGen_USED - if (__Pyx_AsyncGen_CheckExact(self)) { - Py_CLEAR(((__pyx_PyAsyncGenObject*)gen)->ag_finalizer); - } -#endif - Py_CLEAR(gen->gi_code); - Py_CLEAR(gen->gi_frame); - Py_CLEAR(gen->gi_name); - Py_CLEAR(gen->gi_qualname); - Py_CLEAR(gen->gi_modulename); - return 0; -} -static void __Pyx_Coroutine_dealloc(PyObject *self) { - __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self; - PyObject_GC_UnTrack(gen); - if (gen->gi_weakreflist != NULL) - PyObject_ClearWeakRefs(self); - if (gen->resume_label >= 0) { - PyObject_GC_Track(self); -#if PY_VERSION_HEX >= 0x030400a1 && CYTHON_USE_TP_FINALIZE - if (unlikely(PyObject_CallFinalizerFromDealloc(self))) -#else - Py_TYPE(gen)->tp_del(self); - if (unlikely(Py_REFCNT(self) > 0)) -#endif - { - return; - } - PyObject_GC_UnTrack(self); - } -#ifdef __Pyx_AsyncGen_USED - if (__Pyx_AsyncGen_CheckExact(self)) { - /* We have to handle this case for asynchronous generators - right here, because this code has to be between UNTRACK - and GC_Del. */ - Py_CLEAR(((__pyx_PyAsyncGenObject*)self)->ag_finalizer); - } -#endif - __Pyx_Coroutine_clear(self); - __Pyx_PyHeapTypeObject_GC_Del(gen); -} -static void __Pyx_Coroutine_del(PyObject *self) { - PyObject *error_type, *error_value, *error_traceback; - __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self; - __Pyx_PyThreadState_declare - if (gen->resume_label < 0) { - return; - } -#if !CYTHON_USE_TP_FINALIZE - assert(self->ob_refcnt == 0); - __Pyx_SET_REFCNT(self, 1); -#endif - __Pyx_PyThreadState_assign - __Pyx_ErrFetch(&error_type, &error_value, &error_traceback); -#ifdef __Pyx_AsyncGen_USED - if (__Pyx_AsyncGen_CheckExact(self)) { - __pyx_PyAsyncGenObject *agen = (__pyx_PyAsyncGenObject*)self; - PyObject *finalizer = agen->ag_finalizer; - if (finalizer && !agen->ag_closed) { - PyObject *res = __Pyx_PyObject_CallOneArg(finalizer, self); - if (unlikely(!res)) { - PyErr_WriteUnraisable(self); - } else { - Py_DECREF(res); - } - __Pyx_ErrRestore(error_type, error_value, error_traceback); - return; - } - } -#endif - if (unlikely(gen->resume_label == 0 && !error_value)) { -#ifdef __Pyx_Coroutine_USED -#ifdef __Pyx_Generator_USED - if (!__Pyx_Generator_CheckExact(self)) -#endif - { - PyObject_GC_UnTrack(self); -#if PY_MAJOR_VERSION >= 3 || defined(PyErr_WarnFormat) - if (unlikely(PyErr_WarnFormat(PyExc_RuntimeWarning, 1, "coroutine '%.50S' was never awaited", gen->gi_qualname) < 0)) - PyErr_WriteUnraisable(self); -#else - {PyObject *msg; - char *cmsg; - #if CYTHON_COMPILING_IN_PYPY - msg = NULL; - cmsg = (char*) "coroutine was never awaited"; - #else - char *cname; - PyObject *qualname; - qualname = gen->gi_qualname; - cname = PyString_AS_STRING(qualname); - msg = PyString_FromFormat("coroutine '%.50s' was never awaited", cname); - if (unlikely(!msg)) { - PyErr_Clear(); - cmsg = (char*) "coroutine was never awaited"; - } else { - cmsg = PyString_AS_STRING(msg); - } - #endif - if (unlikely(PyErr_WarnEx(PyExc_RuntimeWarning, cmsg, 1) < 0)) - PyErr_WriteUnraisable(self); - Py_XDECREF(msg);} -#endif - PyObject_GC_Track(self); - } -#endif - } else { - PyObject *res = __Pyx_Coroutine_Close(self); - if (unlikely(!res)) { - if (PyErr_Occurred()) - PyErr_WriteUnraisable(self); - } else { - Py_DECREF(res); - } - } - __Pyx_ErrRestore(error_type, error_value, error_traceback); -#if !CYTHON_USE_TP_FINALIZE - assert(Py_REFCNT(self) > 0); - if (likely(--self->ob_refcnt == 0)) { - return; - } - { - Py_ssize_t refcnt = Py_REFCNT(self); - _Py_NewReference(self); - __Pyx_SET_REFCNT(self, refcnt); - } -#if CYTHON_COMPILING_IN_CPYTHON - assert(PyType_IS_GC(Py_TYPE(self)) && - _Py_AS_GC(self)->gc.gc_refs != _PyGC_REFS_UNTRACKED); - _Py_DEC_REFTOTAL; -#endif -#ifdef COUNT_ALLOCS - --Py_TYPE(self)->tp_frees; - --Py_TYPE(self)->tp_allocs; -#endif -#endif -} -static PyObject * -__Pyx_Coroutine_get_name(__pyx_CoroutineObject *self, void *context) -{ - PyObject *name = self->gi_name; - CYTHON_UNUSED_VAR(context); - if (unlikely(!name)) name = Py_None; - Py_INCREF(name); - return name; -} -static int -__Pyx_Coroutine_set_name(__pyx_CoroutineObject *self, 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(self->gi_name, value); - return 0; -} -static PyObject * -__Pyx_Coroutine_get_qualname(__pyx_CoroutineObject *self, void *context) -{ - PyObject *name = self->gi_qualname; - CYTHON_UNUSED_VAR(context); - if (unlikely(!name)) name = Py_None; - Py_INCREF(name); - return name; -} -static int -__Pyx_Coroutine_set_qualname(__pyx_CoroutineObject *self, 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(self->gi_qualname, value); - return 0; -} -static PyObject * -__Pyx_Coroutine_get_frame(__pyx_CoroutineObject *self, void *context) -{ - PyObject *frame = self->gi_frame; - CYTHON_UNUSED_VAR(context); - if (!frame) { - if (unlikely(!self->gi_code)) { - Py_RETURN_NONE; - } - frame = (PyObject *) PyFrame_New( - PyThreadState_Get(), /*PyThreadState *tstate,*/ - (PyCodeObject*) self->gi_code, /*PyCodeObject *code,*/ - __pyx_d, /*PyObject *globals,*/ - 0 /*PyObject *locals*/ - ); - if (unlikely(!frame)) - return NULL; - self->gi_frame = frame; - } - Py_INCREF(frame); - return frame; -} -static __pyx_CoroutineObject *__Pyx__Coroutine_New( - PyTypeObject* type, __pyx_coroutine_body_t body, PyObject *code, PyObject *closure, - PyObject *name, PyObject *qualname, PyObject *module_name) { - __pyx_CoroutineObject *gen = PyObject_GC_New(__pyx_CoroutineObject, type); - if (unlikely(!gen)) - return NULL; - return __Pyx__Coroutine_NewInit(gen, body, code, closure, name, qualname, module_name); -} -static __pyx_CoroutineObject *__Pyx__Coroutine_NewInit( - __pyx_CoroutineObject *gen, __pyx_coroutine_body_t body, PyObject *code, PyObject *closure, - PyObject *name, PyObject *qualname, PyObject *module_name) { - gen->body = body; - gen->closure = closure; - Py_XINCREF(closure); - gen->is_running = 0; - gen->resume_label = 0; - gen->classobj = NULL; - gen->yieldfrom = NULL; - #if PY_VERSION_HEX >= 0x030B00a4 - gen->gi_exc_state.exc_value = NULL; - #else - gen->gi_exc_state.exc_type = NULL; - gen->gi_exc_state.exc_value = NULL; - gen->gi_exc_state.exc_traceback = NULL; - #endif -#if CYTHON_USE_EXC_INFO_STACK - gen->gi_exc_state.previous_item = NULL; -#endif - gen->gi_weakreflist = NULL; - Py_XINCREF(qualname); - gen->gi_qualname = qualname; - Py_XINCREF(name); - gen->gi_name = name; - Py_XINCREF(module_name); - gen->gi_modulename = module_name; - Py_XINCREF(code); - gen->gi_code = code; - gen->gi_frame = NULL; - PyObject_GC_Track(gen); - return gen; -} - -/* PatchModuleWithCoroutine */ -static PyObject* __Pyx_Coroutine_patch_module(PyObject* module, const char* py_code) { -#if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED) - int result; - PyObject *globals, *result_obj; - globals = PyDict_New(); if (unlikely(!globals)) goto ignore; - result = PyDict_SetItemString(globals, "_cython_coroutine_type", - #ifdef __Pyx_Coroutine_USED - (PyObject*)__pyx_CoroutineType); - #else - Py_None); - #endif - if (unlikely(result < 0)) goto ignore; - result = PyDict_SetItemString(globals, "_cython_generator_type", - #ifdef __Pyx_Generator_USED - (PyObject*)__pyx_GeneratorType); - #else - Py_None); - #endif - if (unlikely(result < 0)) goto ignore; - if (unlikely(PyDict_SetItemString(globals, "_module", module) < 0)) goto ignore; - if (unlikely(PyDict_SetItemString(globals, "__builtins__", __pyx_b) < 0)) goto ignore; - result_obj = PyRun_String(py_code, Py_file_input, globals, globals); - if (unlikely(!result_obj)) goto ignore; - Py_DECREF(result_obj); - Py_DECREF(globals); - return module; -ignore: - Py_XDECREF(globals); - PyErr_WriteUnraisable(module); - if (unlikely(PyErr_WarnEx(PyExc_RuntimeWarning, "Cython module failed to patch module with custom type", 1) < 0)) { - Py_DECREF(module); - module = NULL; - } -#else - py_code++; -#endif - return module; -} - -/* PatchGeneratorABC */ -#ifndef CYTHON_REGISTER_ABCS -#define CYTHON_REGISTER_ABCS 1 -#endif -#if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED) -static PyObject* __Pyx_patch_abc_module(PyObject *module); -static PyObject* __Pyx_patch_abc_module(PyObject *module) { - module = __Pyx_Coroutine_patch_module( - module, "" -"if _cython_generator_type is not None:\n" -" try: Generator = _module.Generator\n" -" except AttributeError: pass\n" -" else: Generator.register(_cython_generator_type)\n" -"if _cython_coroutine_type is not None:\n" -" try: Coroutine = _module.Coroutine\n" -" except AttributeError: pass\n" -" else: Coroutine.register(_cython_coroutine_type)\n" - ); - return module; -} -#endif -static int __Pyx_patch_abc(void) { -#if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED) - static int abc_patched = 0; - if (CYTHON_REGISTER_ABCS && !abc_patched) { - PyObject *module; - module = PyImport_ImportModule((PY_MAJOR_VERSION >= 3) ? "collections.abc" : "collections"); - if (unlikely(!module)) { - PyErr_WriteUnraisable(NULL); - if (unlikely(PyErr_WarnEx(PyExc_RuntimeWarning, - ((PY_MAJOR_VERSION >= 3) ? - "Cython module failed to register with collections.abc module" : - "Cython module failed to register with collections module"), 1) < 0)) { - return -1; - } - } else { - module = __Pyx_patch_abc_module(module); - abc_patched = 1; - if (unlikely(!module)) - return -1; - Py_DECREF(module); - } - module = PyImport_ImportModule("backports_abc"); - if (module) { - module = __Pyx_patch_abc_module(module); - Py_XDECREF(module); - } - if (!module) { - PyErr_Clear(); - } - } -#else - if ((0)) __Pyx_Coroutine_patch_module(NULL, NULL); -#endif - return 0; -} - -/* Generator */ -static PyMethodDef __pyx_Generator_methods[] = { - {"send", (PyCFunction) __Pyx_Coroutine_Send, METH_O, - (char*) PyDoc_STR("send(arg) -> send 'arg' into generator,\nreturn next yielded value or raise StopIteration.")}, - {"throw", (PyCFunction) __Pyx_Coroutine_Throw, METH_VARARGS, - (char*) PyDoc_STR("throw(typ[,val[,tb]]) -> raise exception in generator,\nreturn next yielded value or raise StopIteration.")}, - {"close", (PyCFunction) __Pyx_Coroutine_Close_Method, METH_NOARGS, - (char*) PyDoc_STR("close() -> raise GeneratorExit inside generator.")}, - {0, 0, 0, 0} -}; 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} -} -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/pycrfsuite/_pycrfsuite.pyx b/pycrfsuite/_pycrfsuite.pyx index d6202f3..09cc379 100644 --- a/pycrfsuite/_pycrfsuite.pyx +++ b/pycrfsuite/_pycrfsuite.pyx @@ -2,8 +2,8 @@ # cython: c_string_type=str # cython: c_string_encoding=ascii # cython: profile=False -from __future__ import print_function, absolute_import -cimport crfsuite_api +# distutils: language=c++ +from . cimport crfsuite_api from libcpp.string cimport string import sys diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..6fe2184 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,61 @@ +[project] +name = "python-crfsuite" +version = "0.9.10" +description = "Python binding for CRFsuite" +authors = [ + {name = "Terry Peng", email = "pengtaoo@gmail.com"}, + {name = "Mikhail Korobov", email = "kmike84@gmail.com"}, +] +readme = "README.rst" +license = {text = "MIT License", url = "http://www.opensource.org/licenses/mit-license.php"} +requires-python = ">=3.6" +classifiers = [ + "Development Status :: 4 - Beta", + "Intended Audience :: Developers", + "Intended Audience :: Science/Research", + "License :: OSI Approved :: MIT License", + "Programming Language :: Cython", + "Programming Language :: Python", + "Programming Language :: Python :: 3", + "Programming Language :: Python :: 3.6", + "Programming Language :: Python :: 3.7", + "Programming Language :: Python :: 3.8", + "Programming Language :: Python :: 3.9", + "Programming Language :: Python :: 3.10", + "Topic :: Software Development", + "Topic :: Software Development :: Libraries :: Python Modules", + "Topic :: Scientific/Engineering", + "Topic :: Scientific/Engineering :: Information Analysis", + "Topic :: Text Processing :: Linguistic", +] + +[project.urls] +Homepage = "https://github.com/scrapinghub/python-crfsuite" + +[project.optional-dependencies] +dev = ["tox", + "black", + "isort", + "flake8", +] + +[build-system] +requires = ["setuptools>=42", "wheel", "cython"] +build-backend = "setuptools.build_meta" + + +[tool.setuptools.packages.find] +include = ["pycrfsuite"] + + +[tool.pytest.ini_options] +addopts = [ + "--import-mode=importlib", +] +testpaths = [ + "tests", + ] + +[tool.isort] +profile = "black" +src_paths = ["usaddress", "tests"] diff --git a/setup.py b/setup.py index 8036363..28363cb 100755 --- a/setup.py +++ b/setup.py @@ -1,28 +1,32 @@ #!/usr/bin/env python import glob import sys -from setuptools import setup, Extension from distutils.command.build_ext import build_ext -sources = ['pycrfsuite/_pycrfsuite.cpp', 'pycrfsuite/trainer_wrapper.cpp'] +from Cython.Build import cythonize +from setuptools import Extension, setup + +sources = ["pycrfsuite/_pycrfsuite.pyx", + "pycrfsuite/trainer_wrapper.cpp"] # crfsuite -sources += glob.glob('crfsuite/lib/crf/src/*.c') -sources += glob.glob('crfsuite/swig/*.cpp') +sources += glob.glob("crfsuite/lib/crf/src/*.c") +sources += glob.glob("crfsuite/swig/*.cpp") -sources += ['crfsuite/lib/cqdb/src/cqdb.c'] -sources += ['crfsuite/lib/cqdb/src/lookup3.c'] +sources += ["crfsuite/lib/cqdb/src/cqdb.c"] +sources += ["crfsuite/lib/cqdb/src/lookup3.c"] # lbfgs -sources += glob.glob('liblbfgs/lib/*.c') +sources += glob.glob("liblbfgs/lib/*.c") includes = [ - 'crfsuite/include/', - 'crfsuite/lib/cqdb/include', - 'liblbfgs/include', - 'pycrfsuite', + "crfsuite/include/", + "crfsuite/lib/cqdb/include", + "liblbfgs/include", + "pycrfsuite/", ] + class build_ext_check_gcc(build_ext): def build_extensions(self): c = self.compiler @@ -30,56 +34,29 @@ def build_extensions(self): _compile = c._compile def c_compile(obj, src, ext, cc_args, extra_postargs, pp_opts): - cc_args = cc_args + ['-std=c99'] if src.endswith('.c') else cc_args + cc_args = cc_args + ["-std=c99"] if src.endswith(".c") else cc_args return _compile(obj, src, ext, cc_args, extra_postargs, pp_opts) - if c.compiler_type == 'unix' and 'gcc' in c.compiler: + if c.compiler_type == "unix" and "gcc" in c.compiler: c._compile = c_compile elif self.compiler.compiler_type == "msvc": if sys.version_info[:2] < (3, 5): - c.include_dirs.extend(['crfsuite/win32']) + c.include_dirs.extend(["crfsuite/win32"]) build_ext.build_extensions(self) -ext_modules = [Extension('pycrfsuite._pycrfsuite', - include_dirs=includes, - language='c++', - sources=sorted(sources) -)] - - setup( - name='python-crfsuite', - version="0.9.10", - description="Python binding for CRFsuite", - long_description=open('README.rst').read(), - author="Terry Peng, Mikhail Korobov", - author_email="pengtaoo@gmail.com, kmike84@gmail.com", - license="MIT", - url='https://github.com/scrapinghub/python-crfsuite', - classifiers=[ - "Development Status :: 4 - Beta", - "Intended Audience :: Developers", - "Intended Audience :: Science/Research", - "License :: OSI Approved :: MIT License", - "Programming Language :: Cython", - "Programming Language :: Python", - "Programming Language :: Python :: 3", - "Programming Language :: Python :: 3.6", - "Programming Language :: Python :: 3.7", - "Programming Language :: Python :: 3.8", - "Programming Language :: Python :: 3.9", - "Programming Language :: Python :: 3.10", - "Topic :: Software Development", - "Topic :: Software Development :: Libraries :: Python Modules", - "Topic :: Scientific/Engineering", - "Topic :: Scientific/Engineering :: Information Analysis", - "Topic :: Text Processing :: Linguistic", - ], - zip_safe=False, - packages=['pycrfsuite'], - ext_modules=ext_modules, - cmdclass={'build_ext': build_ext_check_gcc}, + ext_modules=cythonize( + [ + Extension( + "pycrfsuite._pycrfsuite", + include_dirs=includes, + language="c++", + sources=sorted(sources), + ) + ] + ), + cmdclass={"build_ext": build_ext_check_gcc} ) diff --git a/tests/conftest.py b/tests/conftest.py index 5e0cd19..446b357 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -1,40 +1,50 @@ -# -*- coding: utf-8 -*- -from __future__ import absolute_import import pytest @pytest.fixture() def xseq(): return [ - {'walk': 1, 'shop': 0.5}, - {'walk': 1}, - {'walk': 1, 'clean': 0.5}, - {u'shop': 0.5, u'clean': 0.5}, - {'walk': 0.5, 'clean': 1}, - {'clean': 1, u'shop': 0.1}, - {'walk': 1, 'shop': 0.5}, + {"walk": 1, "shop": 0.5}, + {"walk": 1}, + {"walk": 1, "clean": 0.5}, + {"shop": 0.5, "clean": 0.5}, + {"walk": 0.5, "clean": 1}, + {"clean": 1, "shop": 0.1}, + {"walk": 1, "shop": 0.5}, {}, - {'clean': 1}, - {u'солнце': u'не светит'.encode('utf8'), 'clean': 1}, + {"clean": 1}, + {"солнце": "не светит".encode(), "clean": 1}, ] + @pytest.fixture def yseq(): - return ['sunny', 'sunny', u'sunny', 'rainy', 'rainy', 'rainy', - 'sunny', 'sunny', 'rainy', 'rainy'] + return [ + "sunny", + "sunny", + "sunny", + "rainy", + "rainy", + "rainy", + "sunny", + "sunny", + "rainy", + "rainy", + ] @pytest.fixture def model_filename(tmpdir, xseq, yseq): from pycrfsuite import Trainer - trainer = Trainer('lbfgs', verbose=False) + + trainer = Trainer("lbfgs", verbose=False) trainer.append(xseq, yseq) - model_filename = str(tmpdir.join('model.crfsuite')) + model_filename = str(tmpdir.join("model.crfsuite")) trainer.train(model_filename) return model_filename @pytest.fixture def model_bytes(model_filename): - with open(model_filename, 'rb') as f: + with open(model_filename, "rb") as f: return f.read() diff --git a/tests/test_itemsequence.py b/tests/test_itemsequence.py index ed855f8..5c33201 100644 --- a/tests/test_itemsequence.py +++ b/tests/test_itemsequence.py @@ -1,7 +1,5 @@ -# -*- coding: utf-8 -*- -from __future__ import absolute_import - import pytest + import pycrfsuite @@ -12,71 +10,73 @@ def test_basic(): def test_lists(): - seq = pycrfsuite.ItemSequence([['foo', 'bar'], ['bar', 'baz']]) + seq = pycrfsuite.ItemSequence([["foo", "bar"], ["bar", "baz"]]) assert len(seq) == 2 - assert seq.items() == [{'foo': 1.0, 'bar': 1.0}, {'bar': 1.0, 'baz': 1.0}] + assert seq.items() == [{"foo": 1.0, "bar": 1.0}, {"bar": 1.0, "baz": 1.0}] assert pycrfsuite.ItemSequence(seq.items()).items() == seq.items() def test_dicts(): - seq = pycrfsuite.ItemSequence([ - {'foo': True, 'bar': {'foo': -1, 'baz': False}}, - ]) + seq = pycrfsuite.ItemSequence( + [ + {"foo": True, "bar": {"foo": -1, "baz": False}}, + ] + ) assert len(seq) == 1 - assert seq.items() == [{'foo': 1.0, 'bar:foo': -1, 'bar:baz': 0.0}] + assert seq.items() == [{"foo": 1.0, "bar:foo": -1, "bar:baz": 0.0}] def test_unicode(): - seq = pycrfsuite.ItemSequence([ - {'foo': u'привет', u'ключ': 1.0, u'привет': u'мир'}, - ]) - assert seq.items() == [{u'foo:привет': 1.0, u'ключ': 1.0, u'привет:мир': 1.0}] + seq = pycrfsuite.ItemSequence( + [ + {"foo": "привет", "ключ": 1.0, "привет": "мир"}, + ] + ) + assert seq.items() == [{"foo:привет": 1.0, "ключ": 1.0, "привет:мир": 1.0}] @pytest.mark.xfail() def test_bad(): with pytest.raises(ValueError): - seq = pycrfsuite.ItemSequence('foo') + seq = pycrfsuite.ItemSequence("foo") print(seq.items()) with pytest.raises(ValueError): - seq = pycrfsuite.ItemSequence([[{'foo': 'bar'}]]) + seq = pycrfsuite.ItemSequence([[{"foo": "bar"}]]) print(seq.items()) def test_nested(): - seq = pycrfsuite.ItemSequence([ - { - "foo": { - "bar": "baz", - "spam": 0.5, - "egg": ["x", "y"], - "ham": {"x": -0.5, "y": -0.1} + seq = pycrfsuite.ItemSequence( + [ + { + "foo": { + "bar": "baz", + "spam": 0.5, + "egg": ["x", "y"], + "ham": {"x": -0.5, "y": -0.1}, + }, }, - }, - { - "foo": { - "bar": "ham", - "spam": -0.5, - "ham": set(["x", "y"]) + { + "foo": {"bar": "ham", "spam": -0.5, "ham": {"x", "y"}}, }, - }, - ]) + ] + ) assert len(seq) == 2 assert seq.items() == [ { - 'foo:bar:baz': 1.0, - 'foo:spam': 0.5, - 'foo:egg:x': 1.0, - 'foo:egg:y': 1.0, - 'foo:ham:x': -0.5, - 'foo:ham:y': -0.1, + "foo:bar:baz": 1.0, + "foo:spam": 0.5, + "foo:egg:x": 1.0, + "foo:egg:y": 1.0, + "foo:ham:x": -0.5, + "foo:ham:y": -0.1, }, { - 'foo:bar:ham': 1.0, - 'foo:spam': -0.5, - 'foo:ham:x': 1.0, - 'foo:ham:y': 1.0, - } + "foo:bar:ham": 1.0, + "foo:spam": -0.5, + "foo:ham:x": 1.0, + "foo:ham:y": 1.0, + }, ] assert pycrfsuite.ItemSequence(seq.items()).items() == seq.items() diff --git a/tests/test_logparser.py b/tests/test_logparser.py index c526b78..045691e 100644 --- a/tests/test_logparser.py +++ b/tests/test_logparser.py @@ -1,454 +1,628 @@ -# -*- coding: utf-8 -*- -from __future__ import absolute_import, print_function +from pycrfsuite._logparser import TrainLogParser # noqa: F401 -from pycrfsuite._logparser import TrainLogParser def _apply_parser(parser, log): for line in log: event = parser.feed(line) - if event and event != 'featgen_progress': - print(parser.last_log, end='') - print('============== ' + event) + if event and event != "featgen_progress": + print(parser.last_log, end="") + print("============== " + event) log1 = [ - 'Holdout group: 2\n', - '\n', - 'Feature generation\n', - 'type: CRF1d\n', - 'feature.minfreq: 0.000000\n', - 'feature.possible_states: 0\n', - 'feature.possible_transitions: 1\n', - '0', '.', '.', '.', '.', - '1', '.', '.', '.', '.', - '2', '.', '.', '.', '.', - '3', '.', '.', '.', '.', - '4', '.', '.', '.', '.', - '5', '.', '.', '.', '.', - '6', '.', '.', '.', '.', - '7', '.', '.', '.', '.', - '8', '.', '.', '.', '.', - '9', '.', '.', '.', '.', - '10', - '\n', - 'Number of features: 3948\n', - 'Seconds required: 0.022\n', - '\n', - - 'L-BFGS optimization\n', - 'c1: 1.000000\n', - 'c2: 0.001000\n', - 'num_memories: 6\n', - 'max_iterations: 5\n', - 'epsilon: 0.000010\n', - 'stop: 10\n', - 'delta: 0.000010\n', - 'linesearch: MoreThuente\n', - 'linesearch.max_iterations: 20\n', - '\n', - '***** Iteration #1 *****\n', - 'Loss: 1450.519004\n', - 'Feature norm: 1.000000\n', - 'Error norm: 713.784994\n', - 'Active features: 1794\n', - 'Line search trials: 1\n', - 'Line search step: 0.000228\n', - 'Seconds required for this iteration: 0.008\n', - 'Performance by label (#match, #model, #ref) (precision, recall, F1):\n', - ' B-LOC: (0, 0, 6) (0.0000, 0.0000, 0.0000)\n', - ' O: (306, 339, 306) (0.9027, 1.0000, 0.9488)\n', - ' B-ORG: (0, 0, 9) (0.0000, 0.0000, 0.0000)\n', - ' B-PER: (0, 0, 3) (0.0000, 0.0000, 0.0000)\n', - ' I-PER: (0, 0, 4) (0.0000, 0.0000, 0.0000)\n', - ' B-MISC: (0, 0, 5) (0.0000, 0.0000, 0.0000)\n', - ' I-ORG: (0, 0, 5) (0.0000, 0.0000, 0.0000)\n', - ' I-LOC: (0, 0, 1) (0.0000, 0.0000, 0.0000)\n', - ' I-MISC: (0, 0, 0) (******, ******, ******)\n', - 'Macro-average precision, recall, F1: (0.100295, 0.111111, 0.105426)\n', - 'Item accuracy: 306 / 339 (0.9027)\n', - 'Instance accuracy: 3 / 10 (0.3000)\n', - '\n', - '***** Iteration #2 *****\n', - 'Loss: 1363.687719\n', - 'Feature norm: 1.178396\n', - 'Error norm: 370.827506\n', - 'Active features: 1540\n', - 'Line search trials: 1\n', - 'Line search step: 1.000000\n', - 'Seconds required for this iteration: 0.004\n', - 'Performance by label (#match, #model, #ref) (precision, recall, F1):\n', - ' B-LOC: (0, 0, 6) (0.0000, 0.0000, 0.0000)\n', - ' O: (306, 339, 306) (0.9027, 1.0000, 0.9488)\n', - ' B-ORG: (0, 0, 9) (0.0000, 0.0000, 0.0000)\n', - ' B-PER: (0, 0, 3) (0.0000, 0.0000, 0.0000)\n', - ' I-PER: (0, 0, 4) (0.0000, 0.0000, 0.0000)\n', - ' B-MISC: (0, 0, 5) (0.0000, 0.0000, 0.0000)\n', - ' I-ORG: (0, 0, 5) (0.0000, 0.0000, 0.0000)\n', - ' I-LOC: (0, 0, 1) (0.0000, 0.0000, 0.0000)\n', - ' I-MISC: (0, 0, 0) (******, ******, ******)\n', - 'Macro-average precision, recall, F1: (0.100295, 0.111111, 0.105426)\n', - 'Item accuracy: 306 / 339 (0.9027)\n', - 'Instance accuracy: 3 / 10 (0.3000)\n', - '\n', - '***** Iteration #3 *****\n', - 'Loss: 1309.171814\n', - 'Feature norm: 1.266322\n', - 'Error norm: 368.739493\n', - 'Active features: 1308\n', - 'Line search trials: 1\n', - 'Line search step: 1.000000\n', - 'Seconds required for this iteration: 0.003\n', - 'Performance by label (#match, #model, #ref) (precision, recall, F1):\n', - ' B-LOC: (0, 0, 6) (0.0000, 0.0000, 0.0000)\n', - ' O: (306, 339, 306) (0.9027, 1.0000, 0.9488)\n', - ' B-ORG: (0, 0, 9) (0.0000, 0.0000, 0.0000)\n', - ' B-PER: (0, 0, 3) (0.0000, 0.0000, 0.0000)\n', - ' I-PER: (0, 0, 4) (0.0000, 0.0000, 0.0000)\n', - ' B-MISC: (0, 0, 5) (0.0000, 0.0000, 0.0000)\n', - ' I-ORG: (0, 0, 5) (0.0000, 0.0000, 0.0000)\n', - ' I-LOC: (0, 0, 1) (0.0000, 0.0000, 0.0000)\n', - ' I-MISC: (0, 0, 0) (******, ******, ******)\n', - 'Macro-average precision, recall, F1: (0.100295, 0.111111, 0.105426)\n', - 'Item accuracy: 306 / 339 (0.9027)\n', - 'Instance accuracy: 3 / 10 (0.3000)\n', - '\n', - '***** Iteration #4 *****\n', - 'Loss: 1019.561634\n', - 'Feature norm: 1.929814\n', - 'Error norm: 202.976154\n', - 'Active features: 1127\n', - 'Line search trials: 1\n', - 'Line search step: 1.000000\n', - 'Seconds required for this iteration: 0.003\n', - 'Performance by label (#match, #model, #ref) (precision, recall, F1):\n', - ' B-LOC: (0, 0, 6) (0.0000, 0.0000, 0.0000)\n', - ' O: (306, 339, 306) (0.9027, 1.0000, 0.9488)\n', - ' B-ORG: (0, 0, 9) (0.0000, 0.0000, 0.0000)\n', - ' B-PER: (0, 0, 3) (0.0000, 0.0000, 0.0000)\n', - ' I-PER: (0, 0, 4) (0.0000, 0.0000, 0.0000)\n', - ' B-MISC: (0, 0, 5) (0.0000, 0.0000, 0.0000)\n', - ' I-ORG: (0, 0, 5) (0.0000, 0.0000, 0.0000)\n', - ' I-LOC: (0, 0, 1) (0.0000, 0.0000, 0.0000)\n', - ' I-MISC: (0, 0, 0) (******, ******, ******)\n', - 'Macro-average precision, recall, F1: (0.100295, 0.111111, 0.105426)\n', - 'Item accuracy: 306 / 339 (0.9027)\n', - 'Instance accuracy: 3 / 10 (0.3000)\n', - '\n', - '***** Iteration #5 *****\n', - 'Loss: 782.637378\n', - 'Feature norm: 3.539391\n', - 'Error norm: 121.725020\n', - 'Active features: 1035\n', - 'Line search trials: 1\n', - 'Line search step: 1.000000\n', - 'Seconds required for this iteration: 0.003\n', - 'Performance by label (#match, #model, #ref) (precision, recall, F1):\n', - ' B-LOC: (2, 5, 6) (0.4000, 0.3333, 0.3636)\n', - ' O: (305, 318, 306) (0.9591, 0.9967, 0.9776)\n', - ' B-ORG: (0, 0, 9) (0.0000, 0.0000, 0.0000)\n', - ' B-PER: (2, 4, 3) (0.5000, 0.6667, 0.5714)\n', - ' I-PER: (4, 12, 4) (0.3333, 1.0000, 0.5000)\n', - ' B-MISC: (0, 0, 5) (0.0000, 0.0000, 0.0000)\n', - ' I-ORG: (0, 0, 5) (0.0000, 0.0000, 0.0000)\n', - ' I-LOC: (0, 0, 1) (0.0000, 0.0000, 0.0000)\n', - ' I-MISC: (0, 0, 0) (******, ******, ******)\n', - 'Macro-average precision, recall, F1: (0.243606, 0.332970, 0.268070)\n', - 'Item accuracy: 313 / 339 (0.9233)\n', - 'Instance accuracy: 3 / 10 (0.3000)\n', - '\n', - 'L-BFGS terminated with the maximum number of iterations\n', - 'Total seconds required for training: 0.022\n', - '\n', - 'Storing the model\n', - 'Number of active features: 1035 (3948)\n', - 'Number of active attributes: 507 (3350)\n', - 'Number of active labels: 9 (9)\n', - 'Writing labels\n', - 'Writing attributes\n', - 'Writing feature references for transitions\n', - 'Writing feature references for attributes\n', - 'Seconds required: 0.003\n', - '\n' + "Holdout group: 2\n", + "\n", + "Feature generation\n", + "type: CRF1d\n", + "feature.minfreq: 0.000000\n", + "feature.possible_states: 0\n", + "feature.possible_transitions: 1\n", + "0", + ".", + ".", + ".", + ".", + "1", + ".", + ".", + ".", + ".", + "2", + ".", + ".", + ".", + ".", + "3", + ".", + ".", + ".", + ".", + "4", + ".", + ".", + ".", + ".", + "5", + ".", + ".", + ".", + ".", + "6", + ".", + ".", + ".", + ".", + "7", + ".", + ".", + ".", + ".", + "8", + ".", + ".", + ".", + ".", + "9", + ".", + ".", + ".", + ".", + "10", + "\n", + "Number of features: 3948\n", + "Seconds required: 0.022\n", + "\n", + "L-BFGS optimization\n", + "c1: 1.000000\n", + "c2: 0.001000\n", + "num_memories: 6\n", + "max_iterations: 5\n", + "epsilon: 0.000010\n", + "stop: 10\n", + "delta: 0.000010\n", + "linesearch: MoreThuente\n", + "linesearch.max_iterations: 20\n", + "\n", + "***** Iteration #1 *****\n", + "Loss: 1450.519004\n", + "Feature norm: 1.000000\n", + "Error norm: 713.784994\n", + "Active features: 1794\n", + "Line search trials: 1\n", + "Line search step: 0.000228\n", + "Seconds required for this iteration: 0.008\n", + "Performance by label (#match, #model, #ref) (precision, recall, F1):\n", + " B-LOC: (0, 0, 6) (0.0000, 0.0000, 0.0000)\n", + " O: (306, 339, 306) (0.9027, 1.0000, 0.9488)\n", + " B-ORG: (0, 0, 9) (0.0000, 0.0000, 0.0000)\n", + " B-PER: (0, 0, 3) (0.0000, 0.0000, 0.0000)\n", + " I-PER: (0, 0, 4) (0.0000, 0.0000, 0.0000)\n", + " B-MISC: (0, 0, 5) (0.0000, 0.0000, 0.0000)\n", + " I-ORG: (0, 0, 5) (0.0000, 0.0000, 0.0000)\n", + " I-LOC: (0, 0, 1) (0.0000, 0.0000, 0.0000)\n", + " I-MISC: (0, 0, 0) (******, ******, ******)\n", + "Macro-average precision, recall, F1: (0.100295, 0.111111, 0.105426)\n", + "Item accuracy: 306 / 339 (0.9027)\n", + "Instance accuracy: 3 / 10 (0.3000)\n", + "\n", + "***** Iteration #2 *****\n", + "Loss: 1363.687719\n", + "Feature norm: 1.178396\n", + "Error norm: 370.827506\n", + "Active features: 1540\n", + "Line search trials: 1\n", + "Line search step: 1.000000\n", + "Seconds required for this iteration: 0.004\n", + "Performance by label (#match, #model, #ref) (precision, recall, F1):\n", + " B-LOC: (0, 0, 6) (0.0000, 0.0000, 0.0000)\n", + " O: (306, 339, 306) (0.9027, 1.0000, 0.9488)\n", + " B-ORG: (0, 0, 9) (0.0000, 0.0000, 0.0000)\n", + " B-PER: (0, 0, 3) (0.0000, 0.0000, 0.0000)\n", + " I-PER: (0, 0, 4) (0.0000, 0.0000, 0.0000)\n", + " B-MISC: (0, 0, 5) (0.0000, 0.0000, 0.0000)\n", + " I-ORG: (0, 0, 5) (0.0000, 0.0000, 0.0000)\n", + " I-LOC: (0, 0, 1) (0.0000, 0.0000, 0.0000)\n", + " I-MISC: (0, 0, 0) (******, ******, ******)\n", + "Macro-average precision, recall, F1: (0.100295, 0.111111, 0.105426)\n", + "Item accuracy: 306 / 339 (0.9027)\n", + "Instance accuracy: 3 / 10 (0.3000)\n", + "\n", + "***** Iteration #3 *****\n", + "Loss: 1309.171814\n", + "Feature norm: 1.266322\n", + "Error norm: 368.739493\n", + "Active features: 1308\n", + "Line search trials: 1\n", + "Line search step: 1.000000\n", + "Seconds required for this iteration: 0.003\n", + "Performance by label (#match, #model, #ref) (precision, recall, F1):\n", + " B-LOC: (0, 0, 6) (0.0000, 0.0000, 0.0000)\n", + " O: (306, 339, 306) (0.9027, 1.0000, 0.9488)\n", + " B-ORG: (0, 0, 9) (0.0000, 0.0000, 0.0000)\n", + " B-PER: (0, 0, 3) (0.0000, 0.0000, 0.0000)\n", + " I-PER: (0, 0, 4) (0.0000, 0.0000, 0.0000)\n", + " B-MISC: (0, 0, 5) (0.0000, 0.0000, 0.0000)\n", + " I-ORG: (0, 0, 5) (0.0000, 0.0000, 0.0000)\n", + " I-LOC: (0, 0, 1) (0.0000, 0.0000, 0.0000)\n", + " I-MISC: (0, 0, 0) (******, ******, ******)\n", + "Macro-average precision, recall, F1: (0.100295, 0.111111, 0.105426)\n", + "Item accuracy: 306 / 339 (0.9027)\n", + "Instance accuracy: 3 / 10 (0.3000)\n", + "\n", + "***** Iteration #4 *****\n", + "Loss: 1019.561634\n", + "Feature norm: 1.929814\n", + "Error norm: 202.976154\n", + "Active features: 1127\n", + "Line search trials: 1\n", + "Line search step: 1.000000\n", + "Seconds required for this iteration: 0.003\n", + "Performance by label (#match, #model, #ref) (precision, recall, F1):\n", + " B-LOC: (0, 0, 6) (0.0000, 0.0000, 0.0000)\n", + " O: (306, 339, 306) (0.9027, 1.0000, 0.9488)\n", + " B-ORG: (0, 0, 9) (0.0000, 0.0000, 0.0000)\n", + " B-PER: (0, 0, 3) (0.0000, 0.0000, 0.0000)\n", + " I-PER: (0, 0, 4) (0.0000, 0.0000, 0.0000)\n", + " B-MISC: (0, 0, 5) (0.0000, 0.0000, 0.0000)\n", + " I-ORG: (0, 0, 5) (0.0000, 0.0000, 0.0000)\n", + " I-LOC: (0, 0, 1) (0.0000, 0.0000, 0.0000)\n", + " I-MISC: (0, 0, 0) (******, ******, ******)\n", + "Macro-average precision, recall, F1: (0.100295, 0.111111, 0.105426)\n", + "Item accuracy: 306 / 339 (0.9027)\n", + "Instance accuracy: 3 / 10 (0.3000)\n", + "\n", + "***** Iteration #5 *****\n", + "Loss: 782.637378\n", + "Feature norm: 3.539391\n", + "Error norm: 121.725020\n", + "Active features: 1035\n", + "Line search trials: 1\n", + "Line search step: 1.000000\n", + "Seconds required for this iteration: 0.003\n", + "Performance by label (#match, #model, #ref) (precision, recall, F1):\n", + " B-LOC: (2, 5, 6) (0.4000, 0.3333, 0.3636)\n", + " O: (305, 318, 306) (0.9591, 0.9967, 0.9776)\n", + " B-ORG: (0, 0, 9) (0.0000, 0.0000, 0.0000)\n", + " B-PER: (2, 4, 3) (0.5000, 0.6667, 0.5714)\n", + " I-PER: (4, 12, 4) (0.3333, 1.0000, 0.5000)\n", + " B-MISC: (0, 0, 5) (0.0000, 0.0000, 0.0000)\n", + " I-ORG: (0, 0, 5) (0.0000, 0.0000, 0.0000)\n", + " I-LOC: (0, 0, 1) (0.0000, 0.0000, 0.0000)\n", + " I-MISC: (0, 0, 0) (******, ******, ******)\n", + "Macro-average precision, recall, F1: (0.243606, 0.332970, 0.268070)\n", + "Item accuracy: 313 / 339 (0.9233)\n", + "Instance accuracy: 3 / 10 (0.3000)\n", + "\n", + "L-BFGS terminated with the maximum number of iterations\n", + "Total seconds required for training: 0.022\n", + "\n", + "Storing the model\n", + "Number of active features: 1035 (3948)\n", + "Number of active attributes: 507 (3350)\n", + "Number of active labels: 9 (9)\n", + "Writing labels\n", + "Writing attributes\n", + "Writing feature references for transitions\n", + "Writing feature references for attributes\n", + "Seconds required: 0.003\n", + "\n", ] log2 = [ - 'Feature generation\n', # featgen_start - 'type: CRF1d\n', - 'feature.minfreq: 0.000000\n', - 'feature.possible_states: 0\n', - 'feature.possible_transitions: 1\n', - '0', '.', '.', '.', '.', # featgen_progress - '1', '.', '.', '.', '.', - '2', '.', '.', '.', '.', - '3', '.', '.', '.', '.', - '4', '.', '.', '.', '.', - '5', '.', '.', '.', '.', - '6', '.', '.', '.', '.', - '7', '.', '.', '.', '.', - '8', '.', '.', '.', '.', - '9', '.', '.', '.', '.', - '10', - '\n', - 'Number of features: 4379\n', - 'Seconds required: 0.021\n', # featgen_end - '\n', - 'Averaged perceptron\n', - 'max_iterations: 5\n', - 'epsilon: 0.000000\n', - '\n', - '***** Iteration #1 *****\n', # iteration - 'Loss: 16.359638\n', - 'Feature norm: 112.848688\n', - 'Seconds required for this iteration: 0.005\n', # iteration end - '\n', - '***** Iteration #2 *****\n', - 'Loss: 12.449970\n', - 'Feature norm: 126.174821\n', - 'Seconds required for this iteration: 0.004\n', - '\n', - '***** Iteration #3 *****\n', - 'Loss: 9.451751\n', - 'Feature norm: 145.482678\n', - 'Seconds required for this iteration: 0.003\n', - '\n', - '***** Iteration #4 *****\n', - 'Loss: 8.652287\n', - 'Feature norm: 155.495167\n', - 'Seconds required for this iteration: 0.003\n', - '\n', - '***** Iteration #5 *****\n', - 'Loss: 7.442703\n', - 'Feature norm: 166.818487\n', - 'Seconds required for this iteration: 0.002\n', - '\n', - 'Total seconds required for training: 0.017\n', # optimization_end - '\n', - 'Storing the model\n', # storing_start - 'Number of active features: 2265 (4379)\n', - 'Number of active attributes: 1299 (3350)\n', - 'Number of active labels: 9 (9)\n', - 'Writing labels\n', - 'Writing attributes\n', - 'Writing feature references for transitions\n', - 'Writing feature references for attributes\n', - 'Seconds required: 0.007\n', # storing_end - '\n' # end + "Feature generation\n", # featgen_start + "type: CRF1d\n", + "feature.minfreq: 0.000000\n", + "feature.possible_states: 0\n", + "feature.possible_transitions: 1\n", + "0", + ".", + ".", + ".", + ".", # featgen_progress + "1", + ".", + ".", + ".", + ".", + "2", + ".", + ".", + ".", + ".", + "3", + ".", + ".", + ".", + ".", + "4", + ".", + ".", + ".", + ".", + "5", + ".", + ".", + ".", + ".", + "6", + ".", + ".", + ".", + ".", + "7", + ".", + ".", + ".", + ".", + "8", + ".", + ".", + ".", + ".", + "9", + ".", + ".", + ".", + ".", + "10", + "\n", + "Number of features: 4379\n", + "Seconds required: 0.021\n", # featgen_end + "\n", + "Averaged perceptron\n", + "max_iterations: 5\n", + "epsilon: 0.000000\n", + "\n", + "***** Iteration #1 *****\n", # iteration + "Loss: 16.359638\n", + "Feature norm: 112.848688\n", + "Seconds required for this iteration: 0.005\n", # iteration end + "\n", + "***** Iteration #2 *****\n", + "Loss: 12.449970\n", + "Feature norm: 126.174821\n", + "Seconds required for this iteration: 0.004\n", + "\n", + "***** Iteration #3 *****\n", + "Loss: 9.451751\n", + "Feature norm: 145.482678\n", + "Seconds required for this iteration: 0.003\n", + "\n", + "***** Iteration #4 *****\n", + "Loss: 8.652287\n", + "Feature norm: 155.495167\n", + "Seconds required for this iteration: 0.003\n", + "\n", + "***** Iteration #5 *****\n", + "Loss: 7.442703\n", + "Feature norm: 166.818487\n", + "Seconds required for this iteration: 0.002\n", + "\n", + "Total seconds required for training: 0.017\n", # optimization_end + "\n", + "Storing the model\n", # storing_start + "Number of active features: 2265 (4379)\n", + "Number of active attributes: 1299 (3350)\n", + "Number of active labels: 9 (9)\n", + "Writing labels\n", + "Writing attributes\n", + "Writing feature references for transitions\n", + "Writing feature references for attributes\n", + "Seconds required: 0.007\n", # storing_end + "\n", # end ] log3 = [ - 'Holdout group: 2\n', - '\n', - 'Feature generation\n', - 'type: CRF1d\n', - 'feature.minfreq: 0.000000\n', - 'feature.possible_states: 0\n', - 'feature.possible_transitions: 1\n', - '0', '.', '.', '.', '.', - '1', '.', '.', '.', '.', - '2', '.', '.', '.', '.', - '3', '.', '.', '.', '.', - '4', '.', '.', '.', '.', - '5', '.', '.', '.', '.', - '6', '.', '.', '.', '.', - '7', '.', '.', '.', '.', - '8', '.', '.', '.', '.', - '9', '.', '.', '.', '.', - '10', '\n', - 'Number of features: 96180\n', - 'Seconds required: 1.263\n', - '\n', - 'Stochastic Gradient Descent (SGD)\n', - 'c2: 1.000000\n', - 'max_iterations: 5\n', - 'period: 10\n', - 'delta: 0.000001\n', - '\n', - 'Calibrating the learning rate (eta)\n', - 'calibration.eta: 0.100000\n', - 'calibration.rate: 2.000000\n', - 'calibration.samples: 1000\n', - 'calibration.candidates: 10\n', - 'calibration.max_trials: 20\n', - 'Initial loss: 69781.655352\n', - 'Trial #1 (eta = 0.100000): ', - '12808.890280\n', - 'Trial #2 (eta = 0.200000): ', - '26716.801091\n', - 'Trial #3 (eta = 0.400000): ', - '51219.321368\n', - 'Trial #4 (eta = 0.800000): ', - '104398.795416 (worse)\n', - 'Trial #5 (eta = 0.050000): ', - '7804.492475\n', - 'Trial #6 (eta = 0.025000): ', - '6419.964967\n', - 'Trial #7 (eta = 0.012500): ', - '6989.552193\n', - 'Trial #8 (eta = 0.006250): ', - '8303.107921\n', - 'Trial #9 (eta = 0.003125): ', - '9934.052819\n', - 'Trial #10 (eta = 0.001563): ', - '11782.234687\n', - 'Trial #11 (eta = 0.000781): ', - '13777.708878\n', - 'Trial #12 (eta = 0.000391): ', - '15891.422697\n', - 'Trial #13 (eta = 0.000195): ', - '18174.499245\n', - 'Trial #14 (eta = 0.000098): ', - '20955.855446\n', - 'Best learning rate (eta): 0.025000\n', - 'Seconds required: 0.858\n', '\n', - '***** Epoch #1 *****\n', - 'Loss: 36862.915596\n', - 'Feature L2-norm: 24.717729\n', - 'Learning rate (eta): 0.023810\n', - 'Total number of feature updates: 8323\n', - 'Seconds required for this iteration: 0.462\n', - 'Performance by label (#match, #model, #ref) (precision, recall, F1):\n', - ' B-LOC: (778, 1193, 1084) (0.6521, 0.7177, 0.6834)\n', - ' O: (45103, 45519, 45355) (0.9909, 0.9944, 0.9926)\n', - ' B-ORG: (1003, 1326, 1400) (0.7564, 0.7164, 0.7359)\n', - ' B-PER: (583, 764, 735) (0.7631, 0.7932, 0.7779)\n', - ' I-PER: (565, 681, 634) (0.8297, 0.8912, 0.8593)\n', - ' B-MISC: (76, 181, 339) (0.4199, 0.2242, 0.2923)\n', - ' I-ORG: (735, 933, 1104) (0.7878, 0.6658, 0.7216)\n', - ' I-LOC: (191, 455, 325) (0.4198, 0.5877, 0.4897)\n', - ' I-MISC: (204, 481, 557) (0.4241, 0.3662, 0.3931)\n', - 'Macro-average precision, recall, F1: (0.671525, 0.661871, 0.660646)\n', - 'Item accuracy: 49238 / 51533 (0.9555)\n', - 'Instance accuracy: 852 / 1517 (0.5616)\n', '\n', - '***** Epoch #2 *****\n', - 'Loss: 31176.026308\n', - 'Feature L2-norm: 32.274598\n', - 'Learning rate (eta): 0.022727\n', - 'Total number of feature updates: 16646\n', - 'Seconds required for this iteration: 0.466\n', - 'Performance by label (#match, #model, #ref) (precision, recall, F1):\n', - ' B-LOC: (708, 1018, 1084) (0.6955, 0.6531, 0.6736)\n', - ' O: (45101, 45611, 45355) (0.9888, 0.9944, 0.9916)\n', - ' B-ORG: (1053, 1711, 1400) (0.6154, 0.7521, 0.6770)\n', - ' B-PER: (594, 777, 735) (0.7645, 0.8082, 0.7857)\n', - ' I-PER: (589, 778, 634) (0.7571, 0.9290, 0.8343)\n', - ' B-MISC: (94, 264, 339) (0.3561, 0.2773, 0.3118)\n', - ' I-ORG: (384, 468, 1104) (0.8205, 0.3478, 0.4885)\n', - ' I-LOC: (166, 285, 325) (0.5825, 0.5108, 0.5443)\n', - ' I-MISC: (210, 621, 557) (0.3382, 0.3770, 0.3565)\n', - 'Macro-average precision, recall, F1: (0.657608, 0.627752, 0.629257)\n', - 'Item accuracy: 48899 / 51533 (0.9489)\n', - 'Instance accuracy: 813 / 1517 (0.5359)\n', '\n', - '***** Epoch #3 *****\n', - 'Loss: 23705.719839\n', - 'Feature L2-norm: 35.255014\n', - 'Learning rate (eta): 0.021739\n', - 'Total number of feature updates: 24969\n', - 'Seconds required for this iteration: 0.472\n', - 'Performance by label (#match, #model, #ref) (precision, recall, F1):\n', - ' B-LOC: (808, 1210, 1084) (0.6678, 0.7454, 0.7044)\n', - ' O: (45244, 45771, 45355) (0.9885, 0.9976, 0.9930)\n', - ' B-ORG: (1061, 1403, 1400) (0.7562, 0.7579, 0.7570)\n', - ' B-PER: (588, 728, 735) (0.8077, 0.8000, 0.8038)\n', - ' I-PER: (565, 640, 634) (0.8828, 0.8912, 0.8870)\n', - ' B-MISC: (86, 130, 339) (0.6615, 0.2537, 0.3667)\n', - ' I-ORG: (857, 1148, 1104) (0.7465, 0.7763, 0.7611)\n', - ' I-LOC: (152, 282, 325) (0.5390, 0.4677, 0.5008)\n', - ' I-MISC: (170, 221, 557) (0.7692, 0.3052, 0.4370)\n', - 'Macro-average precision, recall, F1: (0.757699, 0.666091, 0.690108)\n', - 'Item accuracy: 49531 / 51533 (0.9612)\n', - 'Instance accuracy: 889 / 1517 (0.5860)\n', '\n', - '***** Epoch #4 *****\n', - 'Loss: 21273.137466\n', - 'Feature L2-norm: 37.985723\n', - 'Learning rate (eta): 0.020833\n', - 'Total number of feature updates: 33292\n', - 'Seconds required for this iteration: 0.468\n', - 'Performance by label (#match, #model, #ref) (precision, recall, F1):\n', - ' B-LOC: (848, 1276, 1084) (0.6646, 0.7823, 0.7186)\n', - ' O: (44212, 44389, 45355) (0.9960, 0.9748, 0.9853)\n', - ' B-ORG: (784, 896, 1400) (0.8750, 0.5600, 0.6829)\n', - ' B-PER: (582, 686, 735) (0.8484, 0.7918, 0.8191)\n', - ' I-PER: (570, 647, 634) (0.8810, 0.8991, 0.8899)\n', - ' B-MISC: (166, 619, 339) (0.2682, 0.4897, 0.3466)\n', - ' I-ORG: (152, 155, 1104) (0.9806, 0.1377, 0.2415)\n', - ' I-LOC: (138, 219, 325) (0.6301, 0.4246, 0.5074)\n', - ' I-MISC: (467, 2646, 557) (0.1765, 0.8384, 0.2916)\n', - 'Macro-average precision, recall, F1: (0.702269, 0.655374, 0.609212)\n', - 'Item accuracy: 47919 / 51533 (0.9299)\n', - 'Instance accuracy: 793 / 1517 (0.5227)\n', '\n', - '***** Epoch #5 *****\n', - 'Loss: 20806.661564\n', - 'Feature L2-norm: 40.673070\n', - 'Learning rate (eta): 0.020000\n', - 'Total number of feature updates: 41615\n', - 'Seconds required for this iteration: 0.460\n', - 'Performance by label (#match, #model, #ref) (precision, recall, F1):\n', - ' B-LOC: (689, 892, 1084) (0.7724, 0.6356, 0.6974)\n', - ' O: (45171, 45556, 45355) (0.9915, 0.9959, 0.9937)\n', - ' B-ORG: (1214, 1931, 1400) (0.6287, 0.8671, 0.7289)\n', - ' B-PER: (529, 574, 735) (0.9216, 0.7197, 0.8083)\n', - ' I-PER: (520, 553, 634) (0.9403, 0.8202, 0.8762)\n', - ' B-MISC: (77, 96, 339) (0.8021, 0.2271, 0.3540)\n', - ' I-ORG: (1009, 1678, 1104) (0.6013, 0.9139, 0.7254)\n', - ' I-LOC: (126, 182, 325) (0.6923, 0.3877, 0.4970)\n', - ' I-MISC: (57, 71, 557) (0.8028, 0.1023, 0.1815)\n', - 'Macro-average precision, recall, F1: (0.794790, 0.629970, 0.651378)\n', - 'Item accuracy: 49392 / 51533 (0.9585)\n', - 'Instance accuracy: 885 / 1517 (0.5834)\n', '\n', - 'SGD terminated with the maximum number of iterations\n', - 'Loss: 20806.661564\n', - 'Total seconds required for training: 3.350\n', '\n', - 'Storing the model\n', - 'Number of active features: 96180 (96180)\n', - 'Number of active attributes: 76691 (83593)\n', - 'Number of active labels: 9 (9)\n', - 'Writing labels\n', - 'Writing attributes\n', - 'Writing feature references for transitions\n', - 'Writing feature references for attributes\n', - 'Seconds required: 0.329\n', '\n' + "Holdout group: 2\n", + "\n", + "Feature generation\n", + "type: CRF1d\n", + "feature.minfreq: 0.000000\n", + "feature.possible_states: 0\n", + "feature.possible_transitions: 1\n", + "0", + ".", + ".", + ".", + ".", + "1", + ".", + ".", + ".", + ".", + "2", + ".", + ".", + ".", + ".", + "3", + ".", + ".", + ".", + ".", + "4", + ".", + ".", + ".", + ".", + "5", + ".", + ".", + ".", + ".", + "6", + ".", + ".", + ".", + ".", + "7", + ".", + ".", + ".", + ".", + "8", + ".", + ".", + ".", + ".", + "9", + ".", + ".", + ".", + ".", + "10", + "\n", + "Number of features: 96180\n", + "Seconds required: 1.263\n", + "\n", + "Stochastic Gradient Descent (SGD)\n", + "c2: 1.000000\n", + "max_iterations: 5\n", + "period: 10\n", + "delta: 0.000001\n", + "\n", + "Calibrating the learning rate (eta)\n", + "calibration.eta: 0.100000\n", + "calibration.rate: 2.000000\n", + "calibration.samples: 1000\n", + "calibration.candidates: 10\n", + "calibration.max_trials: 20\n", + "Initial loss: 69781.655352\n", + "Trial #1 (eta = 0.100000): ", + "12808.890280\n", + "Trial #2 (eta = 0.200000): ", + "26716.801091\n", + "Trial #3 (eta = 0.400000): ", + "51219.321368\n", + "Trial #4 (eta = 0.800000): ", + "104398.795416 (worse)\n", + "Trial #5 (eta = 0.050000): ", + "7804.492475\n", + "Trial #6 (eta = 0.025000): ", + "6419.964967\n", + "Trial #7 (eta = 0.012500): ", + "6989.552193\n", + "Trial #8 (eta = 0.006250): ", + "8303.107921\n", + "Trial #9 (eta = 0.003125): ", + "9934.052819\n", + "Trial #10 (eta = 0.001563): ", + "11782.234687\n", + "Trial #11 (eta = 0.000781): ", + "13777.708878\n", + "Trial #12 (eta = 0.000391): ", + "15891.422697\n", + "Trial #13 (eta = 0.000195): ", + "18174.499245\n", + "Trial #14 (eta = 0.000098): ", + "20955.855446\n", + "Best learning rate (eta): 0.025000\n", + "Seconds required: 0.858\n", + "\n", + "***** Epoch #1 *****\n", + "Loss: 36862.915596\n", + "Feature L2-norm: 24.717729\n", + "Learning rate (eta): 0.023810\n", + "Total number of feature updates: 8323\n", + "Seconds required for this iteration: 0.462\n", + "Performance by label (#match, #model, #ref) (precision, recall, F1):\n", + " B-LOC: (778, 1193, 1084) (0.6521, 0.7177, 0.6834)\n", + " O: (45103, 45519, 45355) (0.9909, 0.9944, 0.9926)\n", + " B-ORG: (1003, 1326, 1400) (0.7564, 0.7164, 0.7359)\n", + " B-PER: (583, 764, 735) (0.7631, 0.7932, 0.7779)\n", + " I-PER: (565, 681, 634) (0.8297, 0.8912, 0.8593)\n", + " B-MISC: (76, 181, 339) (0.4199, 0.2242, 0.2923)\n", + " I-ORG: (735, 933, 1104) (0.7878, 0.6658, 0.7216)\n", + " I-LOC: (191, 455, 325) (0.4198, 0.5877, 0.4897)\n", + " I-MISC: (204, 481, 557) (0.4241, 0.3662, 0.3931)\n", + "Macro-average precision, recall, F1: (0.671525, 0.661871, 0.660646)\n", + "Item accuracy: 49238 / 51533 (0.9555)\n", + "Instance accuracy: 852 / 1517 (0.5616)\n", + "\n", + "***** Epoch #2 *****\n", + "Loss: 31176.026308\n", + "Feature L2-norm: 32.274598\n", + "Learning rate (eta): 0.022727\n", + "Total number of feature updates: 16646\n", + "Seconds required for this iteration: 0.466\n", + "Performance by label (#match, #model, #ref) (precision, recall, F1):\n", + " B-LOC: (708, 1018, 1084) (0.6955, 0.6531, 0.6736)\n", + " O: (45101, 45611, 45355) (0.9888, 0.9944, 0.9916)\n", + " B-ORG: (1053, 1711, 1400) (0.6154, 0.7521, 0.6770)\n", + " B-PER: (594, 777, 735) (0.7645, 0.8082, 0.7857)\n", + " I-PER: (589, 778, 634) (0.7571, 0.9290, 0.8343)\n", + " B-MISC: (94, 264, 339) (0.3561, 0.2773, 0.3118)\n", + " I-ORG: (384, 468, 1104) (0.8205, 0.3478, 0.4885)\n", + " I-LOC: (166, 285, 325) (0.5825, 0.5108, 0.5443)\n", + " I-MISC: (210, 621, 557) (0.3382, 0.3770, 0.3565)\n", + "Macro-average precision, recall, F1: (0.657608, 0.627752, 0.629257)\n", + "Item accuracy: 48899 / 51533 (0.9489)\n", + "Instance accuracy: 813 / 1517 (0.5359)\n", + "\n", + "***** Epoch #3 *****\n", + "Loss: 23705.719839\n", + "Feature L2-norm: 35.255014\n", + "Learning rate (eta): 0.021739\n", + "Total number of feature updates: 24969\n", + "Seconds required for this iteration: 0.472\n", + "Performance by label (#match, #model, #ref) (precision, recall, F1):\n", + " B-LOC: (808, 1210, 1084) (0.6678, 0.7454, 0.7044)\n", + " O: (45244, 45771, 45355) (0.9885, 0.9976, 0.9930)\n", + " B-ORG: (1061, 1403, 1400) (0.7562, 0.7579, 0.7570)\n", + " B-PER: (588, 728, 735) (0.8077, 0.8000, 0.8038)\n", + " I-PER: (565, 640, 634) (0.8828, 0.8912, 0.8870)\n", + " B-MISC: (86, 130, 339) (0.6615, 0.2537, 0.3667)\n", + " I-ORG: (857, 1148, 1104) (0.7465, 0.7763, 0.7611)\n", + " I-LOC: (152, 282, 325) (0.5390, 0.4677, 0.5008)\n", + " I-MISC: (170, 221, 557) (0.7692, 0.3052, 0.4370)\n", + "Macro-average precision, recall, F1: (0.757699, 0.666091, 0.690108)\n", + "Item accuracy: 49531 / 51533 (0.9612)\n", + "Instance accuracy: 889 / 1517 (0.5860)\n", + "\n", + "***** Epoch #4 *****\n", + "Loss: 21273.137466\n", + "Feature L2-norm: 37.985723\n", + "Learning rate (eta): 0.020833\n", + "Total number of feature updates: 33292\n", + "Seconds required for this iteration: 0.468\n", + "Performance by label (#match, #model, #ref) (precision, recall, F1):\n", + " B-LOC: (848, 1276, 1084) (0.6646, 0.7823, 0.7186)\n", + " O: (44212, 44389, 45355) (0.9960, 0.9748, 0.9853)\n", + " B-ORG: (784, 896, 1400) (0.8750, 0.5600, 0.6829)\n", + " B-PER: (582, 686, 735) (0.8484, 0.7918, 0.8191)\n", + " I-PER: (570, 647, 634) (0.8810, 0.8991, 0.8899)\n", + " B-MISC: (166, 619, 339) (0.2682, 0.4897, 0.3466)\n", + " I-ORG: (152, 155, 1104) (0.9806, 0.1377, 0.2415)\n", + " I-LOC: (138, 219, 325) (0.6301, 0.4246, 0.5074)\n", + " I-MISC: (467, 2646, 557) (0.1765, 0.8384, 0.2916)\n", + "Macro-average precision, recall, F1: (0.702269, 0.655374, 0.609212)\n", + "Item accuracy: 47919 / 51533 (0.9299)\n", + "Instance accuracy: 793 / 1517 (0.5227)\n", + "\n", + "***** Epoch #5 *****\n", + "Loss: 20806.661564\n", + "Feature L2-norm: 40.673070\n", + "Learning rate (eta): 0.020000\n", + "Total number of feature updates: 41615\n", + "Seconds required for this iteration: 0.460\n", + "Performance by label (#match, #model, #ref) (precision, recall, F1):\n", + " B-LOC: (689, 892, 1084) (0.7724, 0.6356, 0.6974)\n", + " O: (45171, 45556, 45355) (0.9915, 0.9959, 0.9937)\n", + " B-ORG: (1214, 1931, 1400) (0.6287, 0.8671, 0.7289)\n", + " B-PER: (529, 574, 735) (0.9216, 0.7197, 0.8083)\n", + " I-PER: (520, 553, 634) (0.9403, 0.8202, 0.8762)\n", + " B-MISC: (77, 96, 339) (0.8021, 0.2271, 0.3540)\n", + " I-ORG: (1009, 1678, 1104) (0.6013, 0.9139, 0.7254)\n", + " I-LOC: (126, 182, 325) (0.6923, 0.3877, 0.4970)\n", + " I-MISC: (57, 71, 557) (0.8028, 0.1023, 0.1815)\n", + "Macro-average precision, recall, F1: (0.794790, 0.629970, 0.651378)\n", + "Item accuracy: 49392 / 51533 (0.9585)\n", + "Instance accuracy: 885 / 1517 (0.5834)\n", + "\n", + "SGD terminated with the maximum number of iterations\n", + "Loss: 20806.661564\n", + "Total seconds required for training: 3.350\n", + "\n", + "Storing the model\n", + "Number of active features: 96180 (96180)\n", + "Number of active attributes: 76691 (83593)\n", + "Number of active labels: 9 (9)\n", + "Writing labels\n", + "Writing attributes\n", + "Writing feature references for transitions\n", + "Writing feature references for attributes\n", + "Seconds required: 0.329\n", + "\n", ] log4 = [ - 'Feature generation\n', - 'type: CRF1d\n', - 'feature.minfreq: 0.000000\n', - 'feature.possible_states: 0\n', - 'feature.possible_transitions: 0\n', - '0', '.', '.', '.', '.', - '1', '.', '.', '.', '.', - '2', '.', '.', '.', '.', - '3', '.', '.', '.', '.', - '4', '.', '.', '.', '.', - '5', '.', '.', '.', '.', - '6', '.', '.', '.', '.', - '7', '.', '.', '.', '.', - '8', '.', '.', '.', '.', - '9', '.', '.', '.', '.', - '10', '\n', - 'Number of features: 0\n', - 'Seconds required: 0.001\n', '\n', - 'L-BFGS optimization\n', - 'c1: 0.000000\n', 'c2: 1.000000\n', - 'num_memories: 6\n', - 'max_iterations: 2147483647\n', - 'epsilon: 0.000010\n', 'stop: 10\n', - 'delta: 0.000010\n', - 'linesearch: MoreThuente\n', - 'linesearch.max_iterations: 20\n', '\n', - 'L-BFGS terminated with error code (-1020)\n', - 'Total seconds required for training: 0.000\n', '\n', - 'Storing the model\n', - 'Number of active features: 0 (0)\n', - 'Number of active attributes: 0 (0)\n', - 'Number of active labels: 0 (0)\n', - 'Writing labels\n', - 'Writing attributes\n', - 'Writing feature references for transitions\n', - 'Writing feature references for attributes\n', - 'Seconds required: 0.000\n', '\n' + "Feature generation\n", + "type: CRF1d\n", + "feature.minfreq: 0.000000\n", + "feature.possible_states: 0\n", + "feature.possible_transitions: 0\n", + "0", + ".", + ".", + ".", + ".", + "1", + ".", + ".", + ".", + ".", + "2", + ".", + ".", + ".", + ".", + "3", + ".", + ".", + ".", + ".", + "4", + ".", + ".", + ".", + ".", + "5", + ".", + ".", + ".", + ".", + "6", + ".", + ".", + ".", + ".", + "7", + ".", + ".", + ".", + ".", + "8", + ".", + ".", + ".", + ".", + "9", + ".", + ".", + ".", + ".", + "10", + "\n", + "Number of features: 0\n", + "Seconds required: 0.001\n", + "\n", + "L-BFGS optimization\n", + "c1: 0.000000\n", + "c2: 1.000000\n", + "num_memories: 6\n", + "max_iterations: 2147483647\n", + "epsilon: 0.000010\n", + "stop: 10\n", + "delta: 0.000010\n", + "linesearch: MoreThuente\n", + "linesearch.max_iterations: 20\n", + "\n", + "L-BFGS terminated with error code (-1020)\n", + "Total seconds required for training: 0.000\n", + "\n", + "Storing the model\n", + "Number of active features: 0 (0)\n", + "Number of active attributes: 0 (0)\n", + "Number of active labels: 0 (0)\n", + "Writing labels\n", + "Writing attributes\n", + "Writing feature references for transitions\n", + "Writing feature references for attributes\n", + "Seconds required: 0.000\n", + "\n", ] + def test_parser_log1(): """ >>> parser = TrainLogParser() diff --git a/tests/test_misc.py b/tests/test_misc.py index 766605a..079256f 100644 --- a/tests/test_misc.py +++ b/tests/test_misc.py @@ -1,7 +1,4 @@ -# -*- coding: utf-8 -*- -from __future__ import absolute_import - - def test_version(): from pycrfsuite import CRFSUITE_VERSION + assert bool(CRFSUITE_VERSION), CRFSUITE_VERSION diff --git a/tests/test_tagger.py b/tests/test_tagger.py index 0518129..40c0218 100644 --- a/tests/test_tagger.py +++ b/tests/test_tagger.py @@ -1,7 +1,6 @@ -# -*- coding: utf-8 -*- -from __future__ import absolute_import import pytest -from pycrfsuite import Tagger, Trainer, ItemSequence + +from pycrfsuite import ItemSequence, Tagger, Trainer def test_open_close_labels(model_filename, yseq): @@ -23,7 +22,7 @@ def test_open_close_labels(model_filename, yseq): def test_open_non_existing(): tagger = Tagger() with pytest.raises(IOError): - tagger.open('foo') + tagger.open("foo") def test_open_invalid(): @@ -33,26 +32,25 @@ def test_open_invalid(): def test_open_invalid_small(tmpdir): - tmp = tmpdir.join('tmp.txt') - tmp.write(b'foo') + tmp = tmpdir.join("tmp.txt") + tmp.write(b"foo") tagger = Tagger() with pytest.raises(ValueError): tagger.open(str(tmp)) def test_open_invalid_small_with_correct_signature(tmpdir): - tmp = tmpdir.join('tmp.txt') + tmp = tmpdir.join("tmp.txt") tmp.write(b"lCRFfoo") tagger = Tagger() with pytest.raises(ValueError): tagger.open(str(tmp)) -@pytest.mark.xfail(reason="see https://github.com/chokkan/crfsuite/pull/24", - run=False) +@pytest.mark.xfail(reason="see https://github.com/chokkan/crfsuite/pull/24", run=False) def test_open_invalid_with_correct_signature(tmpdir): - tmp = tmpdir.join('tmp.txt') - tmp.write(b"lCRFfoo"*100) + tmp = tmpdir.join("tmp.txt") + tmp.write(b"lCRFfoo" * 100) tagger = Tagger() with pytest.raises(ValueError): tagger.open(str(tmp)) @@ -66,14 +64,15 @@ def test_open_inmemory(model_bytes, xseq, yseq): def test_open_inmemory_invalid(): tagger = Tagger() with pytest.raises(ValueError): - tagger.open_inmemory(b'') + tagger.open_inmemory(b"") with pytest.raises(ValueError): - tagger.open_inmemory(b'lCRFabc') + tagger.open_inmemory(b"lCRFabc") -@pytest.mark.xfail(reason="see https://github.com/scrapinghub/python-crfsuite/issues/28", - run=False) +@pytest.mark.xfail( + reason="see https://github.com/scrapinghub/python-crfsuite/issues/28", run=False +) def test_tag_not_opened(xseq): tagger = Tagger() with pytest.raises(Exception): @@ -103,7 +102,7 @@ def test_tag_bools(model_filename, xseq, yseq): # Some values are bools: # True <=> 1.0; False <=> 0.0 data = [ - dict((k, bool(v) if v==0 or v==1 else v) for (k, v) in x.items()) + {k: bool(v) if v == 0 or v == 1 else v for (k, v) in x.items()} for x in xseq ] assert tagger.tag(data) == yseq @@ -111,11 +110,11 @@ def test_tag_bools(model_filename, xseq, yseq): def test_tag_formats(tmpdir, xseq, yseq): # make all coefficients 1 and check that results are the same - model_filename = str(tmpdir.join('model.crfsuite')) - xseq = [dict((key, 1) for key in x) for x in xseq] + model_filename = str(tmpdir.join("model.crfsuite")) + xseq = [{key: 1 for key in x} for x in xseq] trainer = Trainer() - trainer.set('c2', 1e-6) # make sure model overfits + trainer.set("c2", 1e-6) # make sure model overfits trainer.append(xseq, yseq) trainer.train(model_filename) @@ -129,11 +128,14 @@ def test_tag_formats(tmpdir, xseq, yseq): @pytest.mark.xfail() -@pytest.mark.parametrize("bad_seq", [ - 'foo', - ['foo'], # should be a list of lists of strings - [[{'foo': 1.0}]], # should be a list of dicts -]) +@pytest.mark.parametrize( + "bad_seq", + [ + "foo", + ["foo"], # should be a list of lists of strings + [[{"foo": 1.0}]], # should be a list of dicts + ], +) def test_tag_invalid_feature_format(model_filename, bad_seq): with Tagger().open(model_filename) as tagger: with pytest.raises(ValueError): @@ -144,7 +146,7 @@ def test_tag_probability(model_filename, xseq, yseq): with Tagger().open(model_filename) as tagger: res = tagger.tag(xseq) prob = tagger.probability(res) - prob2 = tagger.probability([yseq[0]]*len(yseq)) + prob2 = tagger.probability([yseq[0]] * len(yseq)) assert prob > prob2 assert 0 < prob < 1 assert 0 < prob2 < 1 @@ -155,10 +157,10 @@ def test_dump(tmpdir, model_filename): dump_filename = str(tmpdir.join("dump.txt")) tagger.dump(dump_filename) - with open(dump_filename, 'rb') as f: - res = f.read().decode('utf8') - assert 'LABELS = {' in res - assert u'солнце:не светит --> rainy:' in res + with open(dump_filename, "rb") as f: + res = f.read().decode("utf8") + assert "LABELS = {" in res + assert "солнце:не светит --> rainy:" in res # it shouldn't segfault on a closed tagger with pytest.raises(RuntimeError): @@ -169,12 +171,17 @@ def test_info(model_filename): with Tagger().open(model_filename) as tagger: res = tagger.info() - assert res.transitions[('sunny', 'sunny')] > res.transitions[('sunny', 'rainy')] - assert res.state_features[('walk', 'sunny')] > res.state_features[('walk', 'rainy')] - assert (u'солнце:не светит', u'rainy') in res.state_features - assert res.header['num_labels'] == '2' - assert set(res.labels.keys()) == set(['sunny', 'rainy']) - assert set(res.attributes.keys()) == set(['shop', 'walk', 'clean', u'солнце:не светит']) + assert res.transitions[("sunny", "sunny")] > res.transitions[("sunny", "rainy")] + assert ( + res.state_features[("walk", "sunny")] + > res.state_features[("walk", "rainy")] + ) + assert ("солнце:не светит", "rainy") in res.state_features + assert res.header["num_labels"] == "2" + assert set(res.labels.keys()) == {"sunny", "rainy"} + assert set(res.attributes.keys()) == { + "shop", "walk", "clean", "солнце:не светит" + } # it shouldn't segfault on a closed tagger with pytest.raises(RuntimeError): @@ -184,16 +191,16 @@ def test_info(model_filename): def test_append_strstr_dicts(tmpdir): trainer = Trainer() trainer.append( - [{'foo': 'bar'}, {'baz': False}, {'foo': 'bar', 'baz': True}, {'baz': 0.2}], - ['spam', 'egg', 'spam', 'spam'] + [{"foo": "bar"}, {"baz": False}, {"foo": "bar", "baz": True}, {"baz": 0.2}], + ["spam", "egg", "spam", "spam"], ) - model_filename = str(tmpdir.join('model.crfsuite')) + model_filename = str(tmpdir.join("model.crfsuite")) trainer.train(model_filename) with Tagger().open(model_filename) as tagger: info = tagger.info() - assert set(info.attributes.keys()) == set(['foo:bar', 'baz']) - assert info.state_features[('foo:bar', 'spam')] > 0 + assert set(info.attributes.keys()) == {"foo:bar", "baz"} + assert info.state_features[("foo:bar", "spam")] > 0 def test_append_nested_dicts(tmpdir): @@ -205,38 +212,34 @@ def test_append_nested_dicts(tmpdir): "bar": "baz", "spam": 0.5, "egg": ["x", "y"], - "ham": {"x": -0.5, "y": -0.1} + "ham": {"x": -0.5, "y": -0.1}, }, }, { - "foo": { - "bar": "ham", - "spam": -0.5, - "ham": set(["x", "y"]) - }, + "foo": {"bar": "ham", "spam": -0.5, "ham": {"x", "y"}}, }, ], - ['first', 'second'] + ["first", "second"], ) - model_filename = str(tmpdir.join('model.crfsuite')) + model_filename = str(tmpdir.join("model.crfsuite")) trainer.train(model_filename) with Tagger().open(model_filename) as tagger: info = tagger.info() - assert set(info.attributes.keys()) == set([ - 'foo:bar:baz', - 'foo:spam', - 'foo:egg:x', - 'foo:egg:y', - 'foo:ham:x', - 'foo:ham:y', - 'foo:bar:ham', - ]) - - for feat in ['foo:bar:baz', 'foo:spam', 'foo:egg:x', 'foo:egg:y']: - assert info.state_features[(feat, 'first')] > 0 - assert info.state_features.get((feat, 'second'), 0) <= 0 - - for feat in ['foo:bar:ham', 'foo:ham:x', 'foo:ham:y']: - assert info.state_features[(feat, 'second')] > 0 - assert info.state_features.get((feat, 'first'), 0) <= 0 + assert set(info.attributes.keys()) == { + "foo:bar:baz", + "foo:spam", + "foo:egg:x", + "foo:egg:y", + "foo:ham:x", + "foo:ham:y", + "foo:bar:ham", + } + + for feat in ["foo:bar:baz", "foo:spam", "foo:egg:x", "foo:egg:y"]: + assert info.state_features[(feat, "first")] > 0 + assert info.state_features.get((feat, "second"), 0) <= 0 + + for feat in ["foo:bar:ham", "foo:ham:x", "foo:ham:y"]: + assert info.state_features[(feat, "second")] > 0 + assert info.state_features.get((feat, "first"), 0) <= 0 diff --git a/tests/test_trainer.py b/tests/test_trainer.py index bc3f477..4eafc5d 100644 --- a/tests/test_trainer.py +++ b/tests/test_trainer.py @@ -1,17 +1,15 @@ -# -*- coding: utf-8 -*- -from __future__ import absolute_import import os -import warnings + import pytest from pycrfsuite import Trainer def test_trainer(tmpdir, xseq, yseq): - trainer = Trainer('lbfgs') + trainer = Trainer("lbfgs") trainer.append(xseq, yseq) - model_filename = str(tmpdir.join('model.crfsuite')) + model_filename = str(tmpdir.join("model.crfsuite")) assert not os.path.isfile(model_filename) trainer.train(model_filename) assert os.path.isfile(model_filename) @@ -21,27 +19,26 @@ def test_trainer_noselect(tmpdir, xseq, yseq): # This shouldn't segfault; see https://github.com/chokkan/crfsuite/pull/21 trainer = Trainer() trainer.append(xseq, yseq) - model_filename = str(tmpdir.join('model.crfsuite')) + model_filename = str(tmpdir.join("model.crfsuite")) trainer.train(model_filename) def test_trainer_noappend(tmpdir): # This shouldn't segfault; see https://github.com/chokkan/crfsuite/pull/21 trainer = Trainer() - trainer.select('lbfgs') - model_filename = str(tmpdir.join('model.crfsuite')) + trainer.select("lbfgs") + model_filename = str(tmpdir.join("model.crfsuite")) trainer.train(model_filename) def test_trainer_noselect_noappend(tmpdir): # This shouldn't segfault; see https://github.com/chokkan/crfsuite/pull/21 trainer = Trainer() - model_filename = str(tmpdir.join('model.crfsuite')) + model_filename = str(tmpdir.join("model.crfsuite")) trainer.train(model_filename) def test_training_messages(tmpdir, xseq, yseq): - class CapturingTrainer(Trainer): def __init__(self): self.messages = [] @@ -50,19 +47,18 @@ def message(self, message): self.messages.append(message) trainer = CapturingTrainer() - trainer.select('lbfgs') + trainer.select("lbfgs") trainer.append(xseq, yseq) assert not trainer.messages - model_filename = str(tmpdir.join('model.crfsuite')) + model_filename = str(tmpdir.join("model.crfsuite")) trainer.train(model_filename) assert trainer.messages - assert 'type: CRF1d\n' in trainer.messages + assert "type: CRF1d\n" in trainer.messages # print("".join(trainer.messages)) def test_training_messages_exception(tmpdir, xseq, yseq): - class MyException(Exception): pass @@ -71,10 +67,10 @@ def message(self, message): raise MyException("error") trainer = BadTrainer() - trainer.select('lbfgs') + trainer.select("lbfgs") trainer.append(xseq, yseq) - model_filename = str(tmpdir.join('model.crfsuite')) + model_filename = str(tmpdir.join("model.crfsuite")) with pytest.raises(MyException): trainer.train(model_filename) @@ -83,18 +79,21 @@ def message(self, message): def test_trainer_select_raises_error(): trainer = Trainer() with pytest.raises(ValueError): - trainer.select('foo') - - -@pytest.mark.parametrize("algo", [ - 'lbfgs', - 'l2sgd', - 'ap', - 'averaged-perceptron', - 'pa', - 'passive-aggressive', - 'arow', -]) + trainer.select("foo") + + +@pytest.mark.parametrize( + "algo", + [ + "lbfgs", + "l2sgd", + "ap", + "averaged-perceptron", + "pa", + "passive-aggressive", + "arow", + ], +) def test_algorithm_parameters(algo): trainer = Trainer(algo) params = trainer.get_params() @@ -106,14 +105,14 @@ def test_algorithm_parameters(algo): assert params2 == params # change a value - trainer.set('feature.possible_states', True) - assert trainer.get_params()['feature.possible_states'] == True + trainer.set("feature.possible_states", True) + assert trainer.get_params()["feature.possible_states"] is True - trainer.set('feature.possible_states', False) - assert trainer.get_params()['feature.possible_states'] == False + trainer.set("feature.possible_states", False) + assert trainer.get_params()["feature.possible_states"] is False # invalid parameter - params['foo'] = 5 + params["foo"] = 5 with pytest.raises(ValueError): trainer.set_params(params) @@ -121,40 +120,39 @@ def test_algorithm_parameters(algo): def test_params_and_help(): trainer = Trainer() - trainer.select('lbfgs') - assert 'c1' in trainer.params() - assert 'c2' in trainer.params() - assert 'num_memories' in trainer.params() - assert 'L1' in trainer.help('c1') + trainer.select("lbfgs") + assert "c1" in trainer.params() + assert "c2" in trainer.params() + assert "num_memories" in trainer.params() + assert "L1" in trainer.help("c1") - trainer.select('l2sgd') - assert 'c2' in trainer.params() - assert 'c1' not in trainer.params() - assert 'L2' in trainer.help('c2') + trainer.select("l2sgd") + assert "c2" in trainer.params() + assert "c1" not in trainer.params() + assert "L2" in trainer.help("c2") def test_help_invalid_parameter(): trainer = Trainer() - trainer.select('l2sgd') + trainer.select("l2sgd") # This segfaults without a workaround; # see https://github.com/chokkan/crfsuite/pull/21 with pytest.raises(ValueError): - trainer.help('foo') + trainer.help("foo") with pytest.raises(ValueError): - trainer.help('c1') + trainer.help("c1") def test_get_parameter(): trainer = Trainer() - trainer.select('l2sgd') - assert abs(trainer.get('c2') - 0.1) > 1e-6 - trainer.set('c2', 0.1) - assert abs(trainer.get('c2') - 0.1) < 1e-6 + trainer.select("l2sgd") + assert abs(trainer.get("c2") - 0.1) > 1e-6 + trainer.set("c2", 0.1) + assert abs(trainer.get("c2") - 0.1) < 1e-6 def test_set_parameters_in_constructor(): - trainer = Trainer(params={'c2': 100}) - assert abs(trainer.get('c2') - 100) < 1e-6 - + trainer = Trainer(params={"c2": 100}) + assert abs(trainer.get("c2") - 100) < 1e-6 diff --git a/update_cpp.sh b/update_cpp.sh deleted file mode 100755 index f0738a4..0000000 --- a/update_cpp.sh +++ /dev/null @@ -1 +0,0 @@ -cython pycrfsuite/_pycrfsuite.pyx --cplus -a -3 -I pycrfsuite