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/.github/workflows/build_and_upload.yml b/.github/workflows/build_and_upload.yml index 5b55b4a..45edc09 100644 --- a/.github/workflows/build_and_upload.yml +++ b/.github/workflows/build_and_upload.yml @@ -16,37 +16,39 @@ jobs: matrix: os: [ubuntu-latest, macos-latest, windows-latest] steps: - - uses: "actions/checkout@v3" + - uses: "actions/checkout@v4" with: submodules: true + - name: "Set up QEMU" + if: matrix.os == 'ubuntu-latest' + uses: "docker/setup-qemu-action@v3" + with: + platforms: arm64 - name: "Build wheels" - uses: "pypa/cibuildwheel@v2.3.1" + uses: "pypa/cibuildwheel@v2.21.1" env: CIBW_SKIP: "pp*" # FIXME - CIBW_BEFORE_BUILD: "pip install -U cython && ./update_cpp.sh" - CIBW_BEFORE_BUILD_WINDOWS: "pip install -U cython && update_cpp.sh" + CIBW_ARCHS_LINUX: "auto aarch64" CIBW_TEST_REQUIRES: "pytest" CIBW_TEST_COMMAND: "pytest {project}/tests --doctest-modules" - - uses: "actions/upload-artifact@v3" + - uses: "actions/upload-artifact@v4" with: path: "./wheelhouse/*.whl" - + name: wheel-${{ matrix.os }} + make_sdist: name: "Build source distribution" runs-on: ubuntu-latest steps: - - uses: "actions/checkout@v2" + - uses: "actions/checkout@v4" with: submodules: true - - name: "Install dependencies" - run: "python -m pip install --upgrade cython" - - name: "Rebuild CPP files using Cython" - run: "./update_cpp.sh" - name: "Build source distribution" run: "pipx run build --sdist" - - uses: "actions/upload-artifact@v3" + - uses: "actions/upload-artifact@v4" with: path: "./dist/*.tar.gz" + name: sdist upload_to_pypi: name: "Upload to PyPI" @@ -56,11 +58,11 @@ jobs: - build_wheels - make_sdist steps: - - uses: "actions/download-artifact@v3" + - uses: "actions/download-artifact@v4" with: - name: artifact path: dist - - uses: "pypa/gh-action-pypi-publish@v1.5.0" + merge-multiple: true + - uses: "pypa/gh-action-pypi-publish@v1.8.10" with: user: __token__ password: ${{ secrets.PYPI_TOKEN }} diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml index 0e53464..35d01e6 100644 --- a/.github/workflows/tests.yml +++ b/.github/workflows/tests.yml @@ -13,18 +13,18 @@ jobs: strategy: matrix: - python-version: ["2.7", "3.6", "3.7", "3.8", "3.9", "3.10"] + python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"] os: [ubuntu-latest, macos-latest, windows-latest] exclude: - - os: windows-latest - python-version: "2.7" + - os: ubuntu-latest + python-version: "3.6" fail-fast: false steps: - - uses: "actions/checkout@v2" + - uses: "actions/checkout@v4" with: submodules: true - - uses: "actions/setup-python@v2" + - uses: "actions/setup-python@v4" with: python-version: "${{ matrix.python-version }}" - name: "Install dependencies" @@ -33,10 +33,6 @@ jobs: python -m site python -m pip install --upgrade pip setuptools wheel python -m pip install --upgrade virtualenv tox tox-gh-actions - python -m pip install --upgrade cython - - - name: "Rebuild CPP files using Cython" - run: "./update_cpp.sh" - name: "Run tox targets for ${{ matrix.python-version }}" - run: "python -m tox" \ No newline at end of file + run: "python -m tox" diff --git a/CHANGES.rst b/CHANGES.rst index 06a25e1..d2d3c82 100644 --- a/CHANGES.rst +++ b/CHANGES.rst @@ -1,6 +1,11 @@ Changes ======= +0.9.9 (2023-02-01) +------------------ + +* Python 3.11 Support + 0.9.7 (2020-03-15) ------------------ 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 2a17388..0000000 --- a/pycrfsuite/_pycrfsuite.cpp +++ /dev/null @@ -1,18565 +0,0 @@ -/* Generated by Cython 0.29.26 */ - -#ifndef PY_SSIZE_T_CLEAN -#define PY_SSIZE_T_CLEAN -#endif /* PY_SSIZE_T_CLEAN */ -#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 < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03030000) - #error Cython requires Python 2.6+ or Python 3.3+. -#else -#define CYTHON_ABI "0_29_26" -#define CYTHON_HEX_VERSION 0x001D1AF0 -#define CYTHON_FUTURE_DIVISION 0 -#include -#ifndef offsetof - 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#define CYTHON_RESTRICT restrict - #else - #define CYTHON_RESTRICT - #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_MAYBE_UNUSED_VAR -# if defined(__cplusplus) - template void CYTHON_MAYBE_UNUSED_VAR( const T& ) { } -# else -# define CYTHON_MAYBE_UNUSED_VAR(x) (void)(x) -# endif -#endif -#ifndef CYTHON_NCP_UNUSED -# if CYTHON_COMPILING_IN_CPYTHON -# define CYTHON_NCP_UNUSED -# else -# define CYTHON_NCP_UNUSED CYTHON_UNUSED -# 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 int uint32_t; - #else - typedef unsigned __int8 uint8_t; - typedef unsigned __int32 uint32_t; - #endif - #endif -#else - #include -#endif -#ifndef CYTHON_FALLTHROUGH - #if defined(__cplusplus) && __cplusplus >= 201103L - #if __has_cpp_attribute(fallthrough) - #define CYTHON_FALLTHROUGH [[fallthrough]] - #elif __has_cpp_attribute(clang::fallthrough) - #define CYTHON_FALLTHROUGH [[clang::fallthrough]] - #elif __has_cpp_attribute(gnu::fallthrough) - #define CYTHON_FALLTHROUGH [[gnu::fallthrough]] - #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 - -#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 ==(U other) { return *ptr == other; } - template bool operator !=(U other) { return *ptr != other; } - private: - T *ptr; -}; - -#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && !defined(Py_OptimizeFlag) - #define Py_OptimizeFlag 0 -#endif -#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_PyCode_New(a, 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) - #define __Pyx_DefaultClassType PyClass_Type -#else - #define __Pyx_BUILTIN_MODULE_NAME "builtins" - #define __Pyx_DefaultClassType PyType_Type -#if PY_VERSION_HEX >= 0x030B00A1 - static CYTHON_INLINE PyCodeObject* __Pyx_PyCode_New(int a, 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 *kwds=NULL, *argcount=NULL, *posonlyargcount=NULL, *kwonlyargcount=NULL; - PyObject *nlocals=NULL, *stacksize=NULL, *flags=NULL, *replace=NULL, *call_result=NULL, *empty=NULL; - const char *fn_cstr=NULL; - const char *name_cstr=NULL; - PyCodeObject* co=NULL; - PyObject *type, *value, *traceback; - PyErr_Fetch(&type, &value, &traceback); - if (!(kwds=PyDict_New())) goto end; - if (!(argcount=PyLong_FromLong(a))) goto end; - if (PyDict_SetItemString(kwds, "co_argcount", argcount) != 0) goto end; - if (!(posonlyargcount=PyLong_FromLong(0))) goto end; - if (PyDict_SetItemString(kwds, "co_posonlyargcount", posonlyargcount) != 0) goto end; - if (!(kwonlyargcount=PyLong_FromLong(k))) goto end; - if (PyDict_SetItemString(kwds, "co_kwonlyargcount", kwonlyargcount) != 0) goto end; - if (!(nlocals=PyLong_FromLong(l))) goto end; - if (PyDict_SetItemString(kwds, "co_nlocals", nlocals) != 0) goto end; - if (!(stacksize=PyLong_FromLong(s))) goto end; - if (PyDict_SetItemString(kwds, "co_stacksize", stacksize) != 0) goto end; - if (!(flags=PyLong_FromLong(f))) goto end; - if (PyDict_SetItemString(kwds, "co_flags", flags) != 0) goto end; - if (PyDict_SetItemString(kwds, "co_code", code) != 0) goto end; - if (PyDict_SetItemString(kwds, "co_consts", c) != 0) goto end; - if (PyDict_SetItemString(kwds, "co_names", n) != 0) goto end; - if (PyDict_SetItemString(kwds, "co_varnames", v) != 0) goto end; - if (PyDict_SetItemString(kwds, "co_freevars", fv) != 0) goto end; - if (PyDict_SetItemString(kwds, "co_cellvars", cell) != 0) goto end; - if (PyDict_SetItemString(kwds, "co_linetable", lnos) != 0) goto end; - if (!(fn_cstr=PyUnicode_AsUTF8AndSize(fn, NULL))) goto end; - if (!(name_cstr=PyUnicode_AsUTF8AndSize(name, NULL))) goto end; - if (!(co = PyCode_NewEmpty(fn_cstr, name_cstr, fline))) goto end; - if (!(replace = PyObject_GetAttrString((PyObject*)co, "replace"))) goto cleanup_code_too; - if (!(empty = PyTuple_New(0))) goto cleanup_code_too; // unfortunately __pyx_empty_tuple isn't available here - if (!(call_result = PyObject_Call(replace, empty, kwds))) goto cleanup_code_too; - Py_XDECREF((PyObject*)co); - co = (PyCodeObject*)call_result; - call_result = NULL; - if (0) { - cleanup_code_too: - Py_XDECREF((PyObject*)co); - co = NULL; - } - end: - Py_XDECREF(kwds); - Py_XDECREF(argcount); - Py_XDECREF(posonlyargcount); - Py_XDECREF(kwonlyargcount); - Py_XDECREF(nlocals); - Py_XDECREF(stacksize); - Py_XDECREF(replace); - Py_XDECREF(call_result); - Py_XDECREF(empty); - if (type) { - PyErr_Restore(type, value, traceback); - } - return co; - } -#else - #define __Pyx_PyCode_New(a, 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 - #define __Pyx_DefaultClassType PyType_Type -#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 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_FAST_PYCCALL -#define __Pyx_PyFastCFunction_Check(func)\ - ((PyCFunction_Check(func) && (METH_FASTCALL == (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS | METH_STACKLESS))))) -#else -#define __Pyx_PyFastCFunction_Check(func) 0 -#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_CPYTHON && PY_VERSION_HEX < 0x030400A1 - #define PyMem_RawMalloc(n) PyMem_Malloc(n) - #define PyMem_RawRealloc(p, n) PyMem_Realloc(p, n) - #define PyMem_RawFree(p) PyMem_Free(p) -#endif -#if CYTHON_COMPILING_IN_PYSTON - #define __Pyx_PyCode_HasFreeVars(co) PyCode_HasFreeVars(co) - #define __Pyx_PyFrame_SetLineNumber(frame, lineno) 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_FAST_THREAD_STATE || PY_VERSION_HEX < 0x02070000 - #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 PY_VERSION_HEX < 0x030700A2 && !defined(PyThread_tss_create) && !defined(Py_tss_NEEDS_INIT) -#include "pythread.h" -#define Py_tss_NEEDS_INIT 0 -typedef int Py_tss_t; -static CYTHON_INLINE int PyThread_tss_create(Py_tss_t *key) { - *key = PyThread_create_key(); - return 0; -} -static CYTHON_INLINE Py_tss_t * PyThread_tss_alloc(void) { - Py_tss_t *key = (Py_tss_t *)PyObject_Malloc(sizeof(Py_tss_t)); - *key = Py_tss_NEEDS_INIT; - return key; -} -static CYTHON_INLINE void PyThread_tss_free(Py_tss_t *key) { - PyObject_Free(key); -} -static CYTHON_INLINE int PyThread_tss_is_created(Py_tss_t *key) { - return *key != Py_tss_NEEDS_INIT; -} -static CYTHON_INLINE void PyThread_tss_delete(Py_tss_t *key) { - PyThread_delete_key(*key); - *key = Py_tss_NEEDS_INIT; -} -static CYTHON_INLINE int PyThread_tss_set(Py_tss_t *key, void *value) { - return PyThread_set_key_value(*key, value); -} -static CYTHON_INLINE void * PyThread_tss_get(Py_tss_t *key) { - return PyThread_get_key_value(*key); -} -#endif -#if CYTHON_COMPILING_IN_CPYTHON || defined(_PyDict_NewPresized) -#define __Pyx_PyDict_NewPresized(n) ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n)) -#else -#define __Pyx_PyDict_NewPresized(n) PyDict_New() -#endif -#if PY_MAJOR_VERSION >= 3 || CYTHON_FUTURE_DIVISION - #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) - #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y) -#else - #define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y) - #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y) -#endif -#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 && CYTHON_USE_UNICODE_INTERNALS -#define __Pyx_PyDict_GetItemStr(dict, name) _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *) name)->hash) -#else -#define __Pyx_PyDict_GetItemStr(dict, name) PyDict_GetItem(dict, name) -#endif -#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND) - #define CYTHON_PEP393_ENABLED 1 - #if defined(PyUnicode_IS_READY) - #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ?\ - 0 : _PyUnicode_Ready((PyObject *)(op))) - #else - #define __Pyx_PyUnicode_READY(op) (0) - #endif - #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u) - #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i) - #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) PyUnicode_MAX_CHAR_VALUE(u) - #define __Pyx_PyUnicode_KIND(u) PyUnicode_KIND(u) - #define __Pyx_PyUnicode_DATA(u) PyUnicode_DATA(u) - #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i) - #define __Pyx_PyUnicode_WRITE(k, d, i, ch) PyUnicode_WRITE(k, d, i, ch) - #if defined(PyUnicode_IS_READY) && defined(PyUnicode_GET_SIZE) - #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03090000 - #define __Pyx_PyUnicode_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : ((PyCompactUnicodeObject *)(u))->wstr_length)) - #else - #define __Pyx_PyUnicode_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u))) - #endif - #else - #define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GET_LENGTH(u)) - #endif -#else - #define CYTHON_PEP393_ENABLED 0 - #define PyUnicode_1BYTE_KIND 1 - #define PyUnicode_2BYTE_KIND 2 - #define PyUnicode_4BYTE_KIND 4 - #define __Pyx_PyUnicode_READY(op) (0) - #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u) - #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i])) - #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) ((sizeof(Py_UNICODE) == 2) ? 65535 : 1114111) - #define __Pyx_PyUnicode_KIND(u) (sizeof(Py_UNICODE)) - #define __Pyx_PyUnicode_DATA(u) ((void*)PyUnicode_AS_UNICODE(u)) - #define __Pyx_PyUnicode_READ(k, d, i) ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i])) - #define __Pyx_PyUnicode_WRITE(k, d, i, ch) (((void)(k)), ((Py_UNICODE*)d)[i] = ch) - #define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GET_SIZE(u)) -#endif -#if CYTHON_COMPILING_IN_PYPY - #define __Pyx_PyUnicode_Concat(a, b) PyNumber_Add(a, b) - #define __Pyx_PyUnicode_ConcatSafe(a, b) PyNumber_Add(a, b) -#else - #define __Pyx_PyUnicode_Concat(a, b) PyUnicode_Concat(a, b) - #define __Pyx_PyUnicode_ConcatSafe(a, b) ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\ - PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b)) -#endif -#if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_Contains) - #define PyUnicode_Contains(u, s) PySequence_Contains(u, s) -#endif -#if CYTHON_COMPILING_IN_PYPY && !defined(PyByteArray_Check) - #define PyByteArray_Check(obj) PyObject_TypeCheck(obj, &PyByteArray_Type) -#endif -#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Format) - #define PyObject_Format(obj, fmt) PyObject_CallMethod(obj, "__format__", "O", fmt) -#endif -#define __Pyx_PyString_FormatSafe(a, b) ((unlikely((a) == Py_None || (PyString_Check(b) && !PyString_CheckExact(b)))) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b)) -#define __Pyx_PyUnicode_FormatSafe(a, b) ((unlikely((a) == Py_None || (PyUnicode_Check(b) && !PyUnicode_CheckExact(b)))) ? 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PyDict_SetItem(ns, name, value) : PyObject_SetItem(ns, name, value)) -#else -#define __Pyx_SetNameInClass(ns, name, value) PyObject_SetItem(ns, name, value) -#endif - -/* FetchCommonType.proto */ -static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type); - -/* CythonFunctionShared.proto */ -#define __Pyx_CyFunction_USED 1 -#define __Pyx_CYFUNCTION_STATICMETHOD 0x01 -#define __Pyx_CYFUNCTION_CLASSMETHOD 0x02 -#define __Pyx_CYFUNCTION_CCLASS 0x04 -#define __Pyx_CyFunction_GetClosure(f)\ - (((__pyx_CyFunctionObject *) (f))->func_closure) -#define __Pyx_CyFunction_GetClassObj(f)\ - (((__pyx_CyFunctionObject *) (f))->func_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 { - PyCFunctionObject func; -#if PY_VERSION_HEX < 0x030500A0 - PyObject *func_weakreflist; -#endif - PyObject *func_dict; - PyObject *func_name; - PyObject *func_qualname; - PyObject *func_doc; - PyObject *func_globals; - PyObject *func_code; - PyObject *func_closure; - PyObject *func_classobj; - void *defaults; - int defaults_pyobjects; - size_t defaults_size; // used by FusedFunction for copying defaults - int flags; - PyObject *defaults_tuple; - PyObject *defaults_kwdict; - PyObject *(*defaults_getter)(PyObject *); - PyObject *func_annotations; -} __pyx_CyFunctionObject; -static PyTypeObject *__pyx_CyFunctionType = 0; -#define __Pyx_CyFunction_Check(obj) (__Pyx_TypeCheck(obj, __pyx_CyFunctionType)) -static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject* op, PyMethodDef *ml, - int flags, PyObject* qualname, - PyObject *self, - PyObject *module, PyObject *globals, - PyObject* code); -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(void); - -/* CythonFunction.proto */ -static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml, - int flags, PyObject* qualname, - PyObject *closure, - PyObject *module, PyObject *globals, - PyObject* code); - -/* 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 */ -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); - -/* 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(__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_int(int value); - -/* CIntFromPy.proto */ -static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); - -/* CIntFromPy.proto */ -static CYTHON_INLINE size_t __Pyx_PyInt_As_size_t(PyObject *); - -/* 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) -static CYTHON_INLINE int __Pyx_IsSubtype(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_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_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception) - -/* PyObjectGetMethod.proto */ -static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method); - -/* PyObjectCallMethod1.proto */ -static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg); - -/* CoroutineBase.proto */ -typedef PyObject *(*__pyx_coroutine_body_t)(PyObject *, 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 { - 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 -static PyTypeObject *__pyx_GeneratorType = 0; -#define __Pyx_Generator_CheckExact(obj) (Py_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(void); - -/* CheckBinaryVersion.proto */ -static int __Pyx_check_binary_version(void); - -/* InitStrings.proto */ -static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); - -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*/ -static 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 PyTypeObject *__pyx_ptype_10pycrfsuite_11_pycrfsuite_ItemSequence = 0; -static PyTypeObject *__pyx_ptype_10pycrfsuite_11_pycrfsuite_BaseTrainer = 0; -static PyTypeObject *__pyx_ptype_10pycrfsuite_11_pycrfsuite_Tagger = 0; -static PyTypeObject *__pyx_ptype_10pycrfsuite_11_pycrfsuite___pyx_scope_struct__get_params = 0; -static PyTypeObject *__pyx_ptype_10pycrfsuite_11_pycrfsuite___pyx_scope_struct_1_genexpr = 0; -static std::string __pyx_v_10pycrfsuite_11_pycrfsuite__SEP; -static CRFSuite::Item __pyx_f_10pycrfsuite_11_pycrfsuite_to_item(PyObject *); /*proto*/ -static CRFSuite::ItemSequence __pyx_f_10pycrfsuite_11_pycrfsuite_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(const std::vector &); /*proto*/ -#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' */ -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_range; -static const char __pyx_k_c[] = "c"; -static const char __pyx_k_y[] = "y"; -static const char __pyx_k__3[] = ""; -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_os[] = "os"; -static const char __pyx_k_pa[] = "pa"; -static const char __pyx_k_rb[] = "rb"; -static const char __pyx_k__14[] = ":"; -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_log[] = "log"; -static const char __pyx_k_pos[] = "pos"; -static const char __pyx_k_set[] = "set"; -static const char __pyx_k_sys[] = "sys"; -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_exit[] = "__exit__"; -static const char __pyx_k_feed[] = "feed"; -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_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_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_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_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_throw[] = "throw"; -static const char __pyx_k_value[] = "value"; -static const char __pyx_k_Tagger[] = "Tagger"; -static const char __pyx_k_decode[] = "decode"; -static const char __pyx_k_fileno[] = "fileno"; -static const char __pyx_k_import[] = "__import__"; -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_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_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_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_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_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_iteration[] = "iteration"; -static const char __pyx_k_logparser[] = "_logparser"; -static const char __pyx_k_metaclass[] = "__metaclass__"; -static const char __pyx_k_reduce_ex[] = "__reduce_ex__"; -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_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_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_on_prepared[] = "on_prepared"; -static const char __pyx_k_ItemSequence[] = "ItemSequence"; -static const char __pyx_k_before_train[] = "_before_train"; -static const char __pyx_k_num_memories[] = "num_memories"; -static const char __pyx_k_on_iteration[] = "on_iteration"; -static const char __pyx_k_CRFSuiteError[] = "CRFSuiteError"; -static const char __pyx_k_Invalid_model[] = "Invalid model"; -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_Not_implemented[] = "Not implemented"; -static const char __pyx_k_PARAMETER_TYPES[] = "_PARAMETER_TYPES"; -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_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_Incompatible_data[] = "Incompatible data"; -static const char __pyx_k_CRFsuiteDumpParser[] = "CRFsuiteDumpParser"; -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_Error_opening_model[] = "Error opening model"; -static const char __pyx_k_Insufficient_memory[] = "Insufficient memory"; -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_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_ItemSequence_of_size_d[] = ""; -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_feature_possible_states[] = "feature.possible_states"; -static const char __pyx_k_Trainer_on_prepare_error[] = "Trainer.on_prepare_error"; -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_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_feature_possible_transitions[] = "feature.possible_transitions"; -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_Bad_arguments_algorithm_r_type_r[] = "Bad arguments: algorithm=%r, type=%r"; -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"; -static PyObject *__pyx_n_s_ALGORITHM_ALIASES; -static PyObject *__pyx_kp_s_Bad_arguments_algorithm_r_type_r; -static PyObject *__pyx_n_s_BaseTrainer; -static PyObject *__pyx_n_s_CRFSUITE_VERSION; -static PyObject *__pyx_n_s_CRFSuiteError; -static PyObject *__pyx_n_s_CRFSuiteError___init; -static PyObject *__pyx_n_s_CRFsuiteDumpParser; -static PyObject *__pyx_kp_s_Error_opening_model; -static PyObject *__pyx_kp_s_Error_opening_model_file_r; -static PyObject *__pyx_kp_s_Incompatible_data; -static PyObject *__pyx_kp_s_Insufficient_memory; -static PyObject *__pyx_kp_s_Internal_error; -static PyObject *__pyx_kp_s_Invalid_model; -static PyObject *__pyx_kp_s_Invalid_model_file_r; -static PyObject *__pyx_kp_s_Invalid_model_incomplete_header; -static PyObject *__pyx_n_s_ItemSequence; -static PyObject *__pyx_kp_u_ItemSequence_items_line_162; -static PyObject *__pyx_kp_s_ItemSequence_of_size_d; -static PyObject *__pyx_kp_s_Model_file_r_doesn_t_have_a_comp; -static PyObject *__pyx_kp_s_Not_implemented; -static PyObject *__pyx_n_s_OSError; -static PyObject *__pyx_n_s_O_CREAT; -static PyObject *__pyx_n_s_O_WRONLY; -static PyObject *__pyx_n_s_Overflow; -static PyObject *__pyx_n_s_PARAMETER_TYPES; -static PyObject *__pyx_kp_s_Parameter_not_found_s; -static PyObject *__pyx_kp_u_Return_a_list_of_prepared_item; -static PyObject *__pyx_n_s_SEEK_END; -static PyObject *__pyx_n_s_Tagger; -static PyObject *__pyx_kp_s_The_trainer_class_This_class_ma; -static PyObject *__pyx_n_s_TrainLogParser; -static PyObject *__pyx_n_s_Trainer; -static PyObject *__pyx_n_s_Trainer__before_train; -static PyObject *__pyx_n_s_Trainer_message; -static PyObject *__pyx_n_s_Trainer_on_end; -static PyObject *__pyx_n_s_Trainer_on_featgen_end; -static PyObject *__pyx_n_s_Trainer_on_featgen_progress; -static PyObject *__pyx_n_s_Trainer_on_iteration; -static PyObject *__pyx_n_s_Trainer_on_optimization_end; -static PyObject *__pyx_n_s_Trainer_on_prepare_error; -static PyObject *__pyx_n_s_Trainer_on_prepared; -static PyObject *__pyx_n_s_Trainer_on_start; -static PyObject *__pyx_n_s_TypeError; -static PyObject *__pyx_kp_s_Unexpected_error; -static PyObject *__pyx_kp_s_Unknown_error_occurred; -static PyObject *__pyx_kp_s_Unknown_event_r; -static PyObject *__pyx_kp_s_Unsupported_operation; -static PyObject *__pyx_n_s_ValueError; -static PyObject *__pyx_kp_b__14; -static PyObject *__pyx_kp_s__3; -static PyObject *__pyx_n_s_algorithm; -static PyObject *__pyx_n_s_ap; -static PyObject *__pyx_n_s_args; -static PyObject *__pyx_kp_s_averaged_perceptron; -static PyObject *__pyx_n_s_averaging; -static PyObject *__pyx_n_s_before_train; -static PyObject *__pyx_n_s_c; -static PyObject *__pyx_n_s_c1; -static PyObject *__pyx_n_s_c2; -static PyObject *__pyx_kp_s_calibration_candidates; -static PyObject *__pyx_kp_s_calibration_eta; -static PyObject *__pyx_kp_s_calibration_max_trials; -static PyObject *__pyx_kp_s_calibration_rate; -static PyObject *__pyx_kp_s_calibration_samples; -static PyObject *__pyx_n_s_cast_parameter; -static PyObject *__pyx_n_s_check_inmemory_model; -static PyObject *__pyx_n_s_check_model; -static PyObject *__pyx_n_s_cline_in_traceback; -static PyObject *__pyx_n_s_close; -static PyObject *__pyx_n_s_closing; -static PyObject *__pyx_n_s_code; -static PyObject *__pyx_n_s_contextlib; -static PyObject *__pyx_n_b_crf1d; -static PyObject *__pyx_n_s_crf1d; -static PyObject *__pyx_n_s_decode; -static PyObject *__pyx_n_s_delta; -static PyObject *__pyx_n_s_doc; -static PyObject *__pyx_n_s_dumpparser; -static PyObject *__pyx_n_s_dup; -static PyObject *__pyx_n_s_end; -static PyObject *__pyx_n_s_enter; -static PyObject *__pyx_n_s_epsilon; -static PyObject *__pyx_n_s_error_sensitive; -static PyObject *__pyx_n_s_event; -static PyObject *__pyx_n_s_exit; -static PyObject *__pyx_n_s_featgen_end; -static PyObject *__pyx_n_s_featgen_percent; -static PyObject *__pyx_n_s_featgen_progress; -static PyObject *__pyx_kp_s_feature_minfreq; -static PyObject *__pyx_kp_s_feature_possible_states; -static PyObject *__pyx_kp_s_feature_possible_transitions; -static PyObject *__pyx_n_s_feed; -static PyObject *__pyx_n_s_filename; -static PyObject *__pyx_n_s_fileno; -static PyObject *__pyx_n_s_gamma; -static PyObject *__pyx_n_s_genexpr; -static PyObject *__pyx_n_s_get; -static PyObject *__pyx_n_s_get_params_locals_genexpr; -static PyObject *__pyx_n_s_getstate; -static PyObject *__pyx_n_s_group; -static PyObject *__pyx_n_s_holdout; -static PyObject *__pyx_n_s_import; -static PyObject *__pyx_n_s_info; -static PyObject *__pyx_n_s_init; -static PyObject *__pyx_n_s_intbool; -static PyObject *__pyx_n_s_items; -static PyObject *__pyx_n_s_iteration; -static PyObject *__pyx_n_b_lCRF; -static PyObject *__pyx_n_s_last_iteration; -static PyObject *__pyx_n_s_last_log; -static PyObject *__pyx_n_b_lbfgs; -static PyObject *__pyx_n_s_linesearch; -static PyObject *__pyx_n_s_log; -static PyObject *__pyx_n_s_logparser; -static PyObject *__pyx_n_s_logparser_2; -static PyObject *__pyx_n_s_lower; -static PyObject *__pyx_n_s_main; -static PyObject *__pyx_n_s_max_iterations; -static PyObject *__pyx_n_s_max_linesearch; -static PyObject *__pyx_n_s_message; -static PyObject *__pyx_n_s_messages; -static PyObject *__pyx_n_s_metaclass; -static PyObject *__pyx_n_s_mkstemp; -static PyObject *__pyx_n_s_model; -static PyObject *__pyx_n_s_module; -static PyObject *__pyx_n_s_name; -static PyObject *__pyx_n_s_name_2; -static PyObject *__pyx_kp_s_no_default___reduce___due_to_non; -static PyObject *__pyx_n_s_num_memories; -static PyObject *__pyx_n_s_on_end; -static PyObject *__pyx_n_s_on_featgen_end; -static PyObject *__pyx_n_s_on_featgen_progress; -static PyObject *__pyx_n_s_on_iteration; -static PyObject *__pyx_n_s_on_optimization_end; -static PyObject *__pyx_n_s_on_prepare_error; -static PyObject *__pyx_n_s_on_prepared; -static PyObject *__pyx_n_s_on_start; -static PyObject *__pyx_n_s_open; -static PyObject *__pyx_n_s_optimization_end; -static PyObject *__pyx_n_s_os; -static PyObject *__pyx_n_s_pa; -static PyObject *__pyx_n_s_params; -static PyObject *__pyx_kp_s_passive_aggressive; -static PyObject *__pyx_n_s_percent; -static PyObject *__pyx_n_s_period; -static PyObject *__pyx_n_s_pos; -static PyObject *__pyx_n_s_prepare; -static PyObject *__pyx_n_s_prepare_error; -static PyObject *__pyx_n_s_prepared; -static PyObject *__pyx_n_s_print; -static PyObject *__pyx_n_s_pycrfsuite; -static PyObject *__pyx_n_s_pycrfsuite__pycrfsuite; -static PyObject *__pyx_kp_s_pycrfsuite__pycrfsuite_pyx; -static PyObject *__pyx_n_s_pyseq; -static PyObject *__pyx_n_s_pyx_vtable; -static PyObject *__pyx_n_s_qualname; -static PyObject *__pyx_n_s_range; -static PyObject *__pyx_n_s_rb; -static PyObject *__pyx_n_s_read; -static PyObject *__pyx_n_s_reduce; -static PyObject *__pyx_n_s_reduce_cython; -static PyObject *__pyx_n_s_reduce_ex; -static PyObject *__pyx_n_s_result; -static PyObject *__pyx_n_s_seek; -static PyObject *__pyx_n_s_select; -static PyObject *__pyx_n_s_self; -static PyObject *__pyx_kp_s_self_c_seq_cannot_be_converted_t; -static PyObject *__pyx_kp_s_self_c_tagger_cannot_be_converte; -static PyObject *__pyx_n_s_send; -static PyObject *__pyx_n_s_set; -static PyObject *__pyx_n_s_set_params; -static PyObject *__pyx_n_s_setstate; -static PyObject *__pyx_n_s_setstate_cython; -static PyObject *__pyx_n_s_start; -static PyObject *__pyx_n_s_stdout; -static PyObject *__pyx_n_s_sys; -static PyObject *__pyx_n_s_tell; -static PyObject *__pyx_n_s_tempfile; -static PyObject *__pyx_n_s_test; -static PyObject *__pyx_n_s_throw; -static PyObject *__pyx_n_s_txt; -static PyObject *__pyx_n_s_type; -static PyObject *__pyx_n_s_unlink; -static PyObject *__pyx_n_s_utf8; -static PyObject *__pyx_n_s_value; -static PyObject *__pyx_n_s_variance; -static PyObject *__pyx_n_s_verbose; -static PyObject *__pyx_n_s_xseq; -static PyObject *__pyx_n_s_y; -static PyObject *__pyx_n_s_yseq; -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); 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-} - -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)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_5message, METH_O, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_4message}, - {"append", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_7append, METH_VARARGS|METH_KEYWORDS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_6append}, - {"select", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_9select, METH_VARARGS|METH_KEYWORDS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_8select}, - {"train", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_11train, METH_VARARGS|METH_KEYWORDS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_10train}, - {"params", (PyCFunction)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_13params, METH_NOARGS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_12params}, - {"set_params", (PyCFunction)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_15set_params, METH_O, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_14set_params}, - {"get_params", (PyCFunction)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_17get_params, METH_NOARGS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_16get_params}, - {"set", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_19set, METH_VARARGS|METH_KEYWORDS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_18set}, - {"get", (PyCFunction)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_21get, METH_O, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_20get}, - {"help", (PyCFunction)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_23help, METH_O, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_22help}, - {"clear", (PyCFunction)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_25clear, METH_NOARGS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_24clear}, - {"_cast_parameter", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_27_cast_parameter, METH_VARARGS|METH_KEYWORDS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_26_cast_parameter}, - {"_before_train", (PyCFunction)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_29_before_train, METH_NOARGS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_28_before_train}, - {"__reduce_cython__", (PyCFunction)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_31__reduce_cython__, METH_NOARGS, __pyx_doc_10pycrfsuite_11_pycrfsuite_11BaseTrainer_30__reduce_cython__}, - {"__setstate_cython__", (PyCFunction)__pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_33__setstate_cython__, METH_O, __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 *)"verbose: object", 0}, - {0, 0, 0, 0, 0} -}; - -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*/ - "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 ", /*tp_doc*/ - __pyx_tp_traverse_10pycrfsuite_11_pycrfsuite_BaseTrainer, /*tp_traverse*/ - __pyx_tp_clear_10pycrfsuite_11_pycrfsuite_BaseTrainer, /*tp_clear*/ - 0, /*tp_richcompare*/ - 0, /*tp_weaklistoffset*/ - 0, /*tp_iter*/ - 0, /*tp_iternext*/ - __pyx_methods_10pycrfsuite_11_pycrfsuite_BaseTrainer, /*tp_methods*/ - 0, /*tp_members*/ - __pyx_getsets_10pycrfsuite_11_pycrfsuite_BaseTrainer, /*tp_getset*/ - 0, /*tp_base*/ - 0, /*tp_dict*/ - 0, /*tp_descr_get*/ - 0, /*tp_descr_set*/ - 0, /*tp_dictoffset*/ - __pyx_pw_10pycrfsuite_11_pycrfsuite_11BaseTrainer_1__init__, /*tp_init*/ - 0, /*tp_alloc*/ - __pyx_tp_new_10pycrfsuite_11_pycrfsuite_BaseTrainer, /*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 - 0, /*tp_finalize*/ - #endif - #if PY_VERSION_HEX >= 0x030800b1 - 0, /*tp_vectorcall*/ - #endif - #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000 - 0, /*tp_print*/ - #endif - #if CYTHON_COMPILING_IN_PYPY && PYPY_VERSION_NUM+0 >= 0x06000000 - 0, /*tp_pypy_flags*/ - #endif -}; -static struct __pyx_vtabstruct_10pycrfsuite_11_pycrfsuite_Tagger __pyx_vtable_10pycrfsuite_11_pycrfsuite_Tagger; - -static PyObject *__pyx_tp_new_10pycrfsuite_11_pycrfsuite_Tagger(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { - struct __pyx_obj_10pycrfsuite_11_pycrfsuite_Tagger *p; - PyObject *o; - if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) { - o = (*t->tp_alloc)(t, 0); - } else { - o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0); - } - if (unlikely(!o)) return 0; - p = ((struct __pyx_obj_10pycrfsuite_11_pycrfsuite_Tagger *)o); - p->__pyx_vtab = __pyx_vtabptr_10pycrfsuite_11_pycrfsuite_Tagger; - new((void*)&(p->c_tagger)) CRFSuiteWrapper::Tagger(); - return o; -} - -static void __pyx_tp_dealloc_10pycrfsuite_11_pycrfsuite_Tagger(PyObject *o) { - struct __pyx_obj_10pycrfsuite_11_pycrfsuite_Tagger *p = (struct __pyx_obj_10pycrfsuite_11_pycrfsuite_Tagger *)o; - 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{"probability", (PyCFunction)__pyx_pw_10pycrfsuite_11_pycrfsuite_6Tagger_11probability, METH_O, __pyx_doc_10pycrfsuite_11_pycrfsuite_6Tagger_10probability}, - {"marginal", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_10pycrfsuite_11_pycrfsuite_6Tagger_13marginal, METH_VARARGS|METH_KEYWORDS, __pyx_doc_10pycrfsuite_11_pycrfsuite_6Tagger_12marginal}, - {"set", (PyCFunction)__pyx_pw_10pycrfsuite_11_pycrfsuite_6Tagger_15set, METH_O, __pyx_doc_10pycrfsuite_11_pycrfsuite_6Tagger_14set}, - {"dump", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_10pycrfsuite_11_pycrfsuite_6Tagger_17dump, METH_VARARGS|METH_KEYWORDS, __pyx_doc_10pycrfsuite_11_pycrfsuite_6Tagger_16dump}, - {"info", (PyCFunction)__pyx_pw_10pycrfsuite_11_pycrfsuite_6Tagger_19info, METH_NOARGS, __pyx_doc_10pycrfsuite_11_pycrfsuite_6Tagger_18info}, - {"_check_model", (PyCFunction)__pyx_pw_10pycrfsuite_11_pycrfsuite_6Tagger_21_check_model, METH_O, __pyx_doc_10pycrfsuite_11_pycrfsuite_6Tagger_20_check_model}, - {"_check_inmemory_model", (PyCFunction)__pyx_pw_10pycrfsuite_11_pycrfsuite_6Tagger_23_check_inmemory_model, METH_O, __pyx_doc_10pycrfsuite_11_pycrfsuite_6Tagger_22_check_inmemory_model}, - {"__reduce_cython__", (PyCFunction)__pyx_pw_10pycrfsuite_11_pycrfsuite_6Tagger_25__reduce_cython__, METH_NOARGS, __pyx_doc_10pycrfsuite_11_pycrfsuite_6Tagger_24__reduce_cython__}, - {"__setstate_cython__", (PyCFunction)__pyx_pw_10pycrfsuite_11_pycrfsuite_6Tagger_27__setstate_cython__, METH_O, __pyx_doc_10pycrfsuite_11_pycrfsuite_6Tagger_26__setstate_cython__}, - {0, 0, 0, 0} -}; - -static PyTypeObject __pyx_type_10pycrfsuite_11_pycrfsuite_Tagger = { - PyVarObject_HEAD_INIT(0, 0) - "pycrfsuite._pycrfsuite.Tagger", /*tp_name*/ - sizeof(struct __pyx_obj_10pycrfsuite_11_pycrfsuite_Tagger), /*tp_basicsize*/ - 0, /*tp_itemsize*/ - __pyx_tp_dealloc_10pycrfsuite_11_pycrfsuite_Tagger, /*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, /*tp_flags*/ - "\n The tagger class.\n\n This class provides the functionality for predicting label sequences for\n input sequences using a model.\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_Tagger, /*tp_methods*/ - 0, /*tp_members*/ - 0, /*tp_getset*/ - 0, /*tp_base*/ - 0, /*tp_dict*/ - 0, /*tp_descr_get*/ - 0, /*tp_descr_set*/ - 0, /*tp_dictoffset*/ - 0, /*tp_init*/ - 0, /*tp_alloc*/ - __pyx_tp_new_10pycrfsuite_11_pycrfsuite_Tagger, /*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 - 0, /*tp_finalize*/ - #endif - #if PY_VERSION_HEX >= 0x030800b1 - 0, /*tp_vectorcall*/ - #endif - #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000 - 0, /*tp_print*/ - #endif - #if CYTHON_COMPILING_IN_PYPY && PYPY_VERSION_NUM+0 >= 0x06000000 - 0, /*tp_pypy_flags*/ - #endif -}; - -static struct __pyx_obj_10pycrfsuite_11_pycrfsuite___pyx_scope_struct__get_params *__pyx_freelist_10pycrfsuite_11_pycrfsuite___pyx_scope_struct__get_params[8]; -static int __pyx_freecount_10pycrfsuite_11_pycrfsuite___pyx_scope_struct__get_params = 0; - -static PyObject *__pyx_tp_new_10pycrfsuite_11_pycrfsuite___pyx_scope_struct__get_params(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { - PyObject *o; - if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_10pycrfsuite_11_pycrfsuite___pyx_scope_struct__get_params > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_10pycrfsuite_11_pycrfsuite___pyx_scope_struct__get_params)))) { - 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PyDict_Size(kwargs) : 0; - if (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 -#endif - -/* PyCFunctionFastCall */ -#if CYTHON_FAST_PYCCALL -static CYTHON_INLINE PyObject * __Pyx_PyCFunction_FastCall(PyObject *func_obj, PyObject **args, Py_ssize_t nargs) { - PyCFunctionObject *func = (PyCFunctionObject*)func_obj; - PyCFunction meth = PyCFunction_GET_FUNCTION(func); - PyObject *self = PyCFunction_GET_SELF(func); - int flags = PyCFunction_GET_FLAGS(func); - assert(PyCFunction_Check(func)); - assert(METH_FASTCALL == (flags & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS | METH_STACKLESS))); - assert(nargs >= 0); - assert(nargs == 0 || args != NULL); - /* _PyCFunction_FastCallDict() must not be called with an exception set, - because it may clear it (directly or indirectly) and so the - caller loses its exception */ - assert(!PyErr_Occurred()); - if ((PY_VERSION_HEX < 0x030700A0) || unlikely(flags & METH_KEYWORDS)) { - return (*((__Pyx_PyCFunctionFastWithKeywords)(void*)meth)) (self, args, nargs, NULL); - } else { - return (*((__Pyx_PyCFunctionFast)(void*)meth)) (self, args, nargs); - } -} -#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 - -/* PyObjectCall2Args */ -static CYTHON_UNUSED PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2) { - PyObject *args, *result = NULL; - #if CYTHON_FAST_PYCALL - if (PyFunction_Check(function)) { - PyObject *args[2] = {arg1, arg2}; - return __Pyx_PyFunction_FastCall(function, args, 2); - } - #endif - #if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(function)) { - PyObject *args[2] = {arg1, arg2}; - return __Pyx_PyCFunction_FastCall(function, args, 2); - } - #endif - args = PyTuple_New(2); - if (unlikely(!args)) goto done; - Py_INCREF(arg1); - PyTuple_SET_ITEM(args, 0, arg1); - Py_INCREF(arg2); - PyTuple_SET_ITEM(args, 1, arg2); - Py_INCREF(function); - result = __Pyx_PyObject_Call(function, args, NULL); - Py_DECREF(args); - Py_DECREF(function); -done: - return result; -} - -/* 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 - -/* PyObjectCallOneArg */ -#if CYTHON_COMPILING_IN_CPYTHON -static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) { - PyObject *result; - PyObject *args = PyTuple_New(1); - if (unlikely(!args)) return NULL; - Py_INCREF(arg); - PyTuple_SET_ITEM(args, 0, arg); - result = __Pyx_PyObject_Call(func, args, NULL); - Py_DECREF(args); - return result; -} -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) { -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(func)) { - return __Pyx_PyFunction_FastCall(func, &arg, 1); - } -#endif - if (likely(PyCFunction_Check(func))) { - if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) { - return __Pyx_PyObject_CallMethO(func, arg); -#if CYTHON_FAST_PYCCALL - } else if (__Pyx_PyFastCFunction_Check(func)) { - return __Pyx_PyCFunction_FastCall(func, &arg, 1); -#endif - } - } - return __Pyx__PyObject_CallOneArg(func, arg); -} -#else -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) { - PyObject *result; - PyObject *args = PyTuple_Pack(1, arg); - if (unlikely(!args)) return NULL; - result = __Pyx_PyObject_Call(func, args, NULL); - Py_DECREF(args); - return result; -} -#endif - -/* 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 - -/* 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); - } -} - -/* PyErrFetchRestore */ -#if CYTHON_FAST_THREAD_STATE -static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) { - PyObject *tmp_type, *tmp_value, *tmp_tb; - tmp_type = tstate->curexc_type; - tmp_value = tstate->curexc_value; - tmp_tb = tstate->curexc_traceback; - tstate->curexc_type = type; - tstate->curexc_value = value; - tstate->curexc_traceback = tb; - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -} -static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { - *type = tstate->curexc_type; - *value = tstate->curexc_value; - *tb = tstate->curexc_traceback; - tstate->curexc_type = 0; - tstate->curexc_value = 0; - tstate->curexc_traceback = 0; -} -#endif - -/* RaiseException */ -#if PY_MAJOR_VERSION < 3 -static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, - CYTHON_UNUSED PyObject *cause) { - __Pyx_PyThreadState_declare - 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 CYTHON_COMPILING_IN_PYPY - 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); -#else - 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); - } -#endif - } -bad: - Py_XDECREF(owned_instance); - return; -} -#endif - -/* KeywordStringCheck */ -static int __Pyx_CheckKeywordStrings( - PyObject *kwdict, - 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(kwdict, &pos, &key, 0)) - goto invalid_keyword; - return 1; -#else - while (PyDict_Next(kwdict, &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: - PyErr_Format(PyExc_TypeError, - #if PY_MAJOR_VERSION < 3 - "%.200s() got an unexpected keyword argument '%.200s'", - function_name, PyString_AsString(key)); - #else - "%s() got an unexpected keyword argument '%U'", - function_name, key); - #endif - return 0; -} - -/* PyObjectCallNoArg */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) { -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(func)) { - return __Pyx_PyFunction_FastCall(func, NULL, 0); - } -#endif -#ifdef __Pyx_CyFunction_USED - if (likely(PyCFunction_Check(func) || __Pyx_CyFunction_Check(func))) -#else - if (likely(PyCFunction_Check(func))) -#endif - { - if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) { - return __Pyx_PyObject_CallMethO(func, NULL); - } - } - return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL); -} -#endif - -/* 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; - } -#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); -} - -/* 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); -} - -/* 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"); -} - -/* IterFinish */ -static CYTHON_INLINE int __Pyx_IterFinish(void) { -#if CYTHON_FAST_THREAD_STATE - PyThreadState *tstate = __Pyx_PyThreadState_Current; - PyObject* exc_type = tstate->curexc_type; - if (unlikely(exc_type)) { - if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) { - PyObject *exc_value, *exc_tb; - exc_value = tstate->curexc_value; - exc_tb = tstate->curexc_traceback; - tstate->curexc_type = 0; - tstate->curexc_value = 0; - tstate->curexc_traceback = 0; - Py_DECREF(exc_type); - Py_XDECREF(exc_value); - Py_XDECREF(exc_tb); - return 0; - } else { - return -1; - } - } - return 0; -#else - if (unlikely(PyErr_Occurred())) { - if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) { - PyErr_Clear(); - return 0; - } else { - return -1; - } - } - return 0; -#endif -} - -/* UnpackItemEndCheck */ -static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { - if (unlikely(retval)) { - Py_DECREF(retval); - __Pyx_RaiseTooManyValuesError(expected); - return -1; - } else { - return __Pyx_IterFinish(); - } - return 0; -} - -/* None */ -static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) { - PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname); -} - -/* GetItemInt */ -static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { - PyObject *r; - if (!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 { - PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; - if (likely(m && m->sq_item)) { - if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { - Py_ssize_t l = m->sq_length(o); - if (likely(l >= 0)) { - i += l; - } else { - if (!PyErr_ExceptionMatches(PyExc_OverflowError)) - return NULL; - PyErr_Clear(); - } - } - return m->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; - Py_ssize_t key_value; - PySequenceMethods *m = Py_TYPE(obj)->tp_as_sequence; - if (unlikely(!(m && m->sq_item))) { - PyErr_Format(PyExc_TypeError, "'%.200s' object is not subscriptable", Py_TYPE(obj)->tp_name); - return NULL; - } - 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)) { - PyErr_Clear(); - PyErr_Format(PyExc_IndexError, "cannot fit '%.200s' into an index-sized integer", Py_TYPE(index)->tp_name); - } - return NULL; -} -static PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject* key) { - PyMappingMethods *m = Py_TYPE(obj)->tp_as_mapping; - if (likely(m && m->mp_subscript)) { - return m->mp_subscript(obj, key); - } - return __Pyx_PyObject_GetIndex(obj, key); -} -#endif - -/* BytesEquals */ -static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) { -#if CYTHON_COMPILING_IN_PYPY - return PyObject_RichCompareBool(s1, s2, equals); -#else - if (s1 == s2) { - return (equals == Py_EQ); - } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) { - const char *ps1, *ps2; - Py_ssize_t length = PyBytes_GET_SIZE(s1); - if (length != PyBytes_GET_SIZE(s2)) - return (equals == Py_NE); - ps1 = PyBytes_AS_STRING(s1); - ps2 = PyBytes_AS_STRING(s2); - if (ps1[0] != ps2[0]) { - return (equals == Py_NE); - } else if (length == 1) { - return (equals == Py_EQ); - } else { - int result; -#if CYTHON_USE_UNICODE_INTERNALS - Py_hash_t hash1, hash2; - hash1 = ((PyBytesObject*)s1)->ob_shash; - hash2 = ((PyBytesObject*)s2)->ob_shash; - if (hash1 != hash2 && hash1 != -1 && hash2 != -1) { - return (equals == Py_NE); - } -#endif - result = memcmp(ps1, ps2, (size_t)length); - return (equals == Py_EQ) ? (result == 0) : (result != 0); - } - } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) { - return (equals == Py_NE); - } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) { - return (equals == Py_NE); - } else { - int result; - PyObject* py_result = PyObject_RichCompare(s1, s2, equals); - if (!py_result) - return -1; - result = __Pyx_PyObject_IsTrue(py_result); - Py_DECREF(py_result); - return result; - } -#endif -} - -/* UnicodeEquals */ -static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) { -#if CYTHON_COMPILING_IN_PYPY - 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 -} - -/* ArgTypeTest */ -static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact) -{ - 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; - } - PyErr_Format(PyExc_TypeError, - "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)", - name, type->tp_name, Py_TYPE(obj)->tp_name); - return 0; -} - -/* GetTopmostException */ -#if CYTHON_USE_EXC_INFO_STACK -static _PyErr_StackItem * -__Pyx_PyErr_GetTopmostException(PyThreadState *tstate) -{ - _PyErr_StackItem *exc_info = tstate->exc_info; - while ((exc_info->exc_type == NULL || exc_info->exc_type == 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 - _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate); - *type = exc_info->exc_type; - *value = exc_info->exc_value; - *tb = exc_info->exc_traceback; - #else - *type = tstate->exc_type; - *value = tstate->exc_value; - *tb = tstate->exc_traceback; - #endif - Py_XINCREF(*type); - Py_XINCREF(*value); - Py_XINCREF(*tb); -} -static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) { - 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 - -/* PyErrExceptionMatches */ -#if CYTHON_FAST_THREAD_STATE -static int __Pyx_PyErr_ExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) { - Py_ssize_t i, n; - n = PyTuple_GET_SIZE(tuple); -#if PY_MAJOR_VERSION >= 3 - for (i=0; icurexc_type; - if (exc_type == err) return 1; - if (unlikely(!exc_type)) return 0; - if (unlikely(PyTuple_Check(err))) - return __Pyx_PyErr_ExceptionMatchesTuple(exc_type, err); - return __Pyx_PyErr_GivenExceptionMatches(exc_type, err); -} -#endif - -/* 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, *local_value, *local_tb; -#if CYTHON_FAST_THREAD_STATE - PyObject *tmp_type, *tmp_value, *tmp_tb; - 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; -#else - PyErr_Fetch(&local_type, &local_value, &local_tb); -#endif - PyErr_NormalizeException(&local_type, &local_value, &local_tb); -#if 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; - 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; - } - #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; -} - -/* 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 - _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 - -/* PyObject_GenericGetAttrNoDict */ -#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000 -static PyObject *__Pyx_RaiseGenericGetAttributeError(PyTypeObject *tp, PyObject *attr_name) { - PyErr_Format(PyExc_AttributeError, -#if PY_MAJOR_VERSION >= 3 - "'%.50s' object has no attribute '%U'", - tp->tp_name, attr_name); -#else - "'%.50s' object has no attribute '%.400s'", - tp->tp_name, PyString_AS_STRING(attr_name)); -#endif - 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 - -/* PyObjectGetAttrStrNoError */ -static void __Pyx_PyObject_GetAttrStr_ClearAttributeError(void) { - __Pyx_PyThreadState_declare - __Pyx_PyThreadState_assign - if (likely(__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError))) - __Pyx_PyErr_Clear(); -} -static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name) { - PyObject *result; -#if CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_TYPE_SLOTS && PY_VERSION_HEX >= 0x030700B1 - PyTypeObject* tp = Py_TYPE(obj); - if (likely(tp->tp_getattro == PyObject_GenericGetAttr)) { - return _PyObject_GenericGetAttrWithDict(obj, attr_name, NULL, 1); - } -#endif - result = __Pyx_PyObject_GetAttrStr(obj, attr_name); - if (unlikely(!result)) { - __Pyx_PyObject_GetAttrStr_ClearAttributeError(); - } - return result; -} - -/* SetupReduce */ -static int __Pyx_setup_reduce_is_named(PyObject* meth, PyObject* name) { - int ret; - PyObject *name_attr; - name_attr = __Pyx_PyObject_GetAttrStr(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_reduce_ex = NULL; - PyObject *reduce = NULL; - PyObject *reduce_ex = NULL; - PyObject *reduce_cython = NULL; - PyObject *setstate = NULL; - PyObject *setstate_cython = NULL; -#if CYTHON_USE_PYTYPE_LOOKUP - if (_PyType_Lookup((PyTypeObject*)type_obj, __pyx_n_s_getstate)) goto __PYX_GOOD; -#else - if (PyObject_HasAttr(type_obj, __pyx_n_s_getstate)) goto __PYX_GOOD; -#endif -#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_GetAttrStr(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()) - PyErr_Format(PyExc_RuntimeError, "Unable to initialize pickling for %s", ((PyTypeObject*)type_obj)->tp_name); - ret = -1; -__PYX_GOOD: -#if !CYTHON_USE_PYTYPE_LOOKUP - Py_XDECREF(object_reduce); - Py_XDECREF(object_reduce_ex); -#endif - Py_XDECREF(reduce); - Py_XDECREF(reduce_ex); - Py_XDECREF(reduce_cython); - Py_XDECREF(setstate); - Py_XDECREF(setstate_cython); - return ret; -} - -/* SetVTable */ -static int __Pyx_SetVtable(PyObject *dict, void *vtable) { -#if PY_VERSION_HEX >= 0x02070000 - PyObject *ob = PyCapsule_New(vtable, 0, 0); -#else - PyObject *ob = PyCObject_FromVoidPtr(vtable, 0); -#endif - if (!ob) - goto bad; - if (PyDict_SetItem(dict, __pyx_n_s_pyx_vtable, ob) < 0) - goto bad; - Py_DECREF(ob); - return 0; -bad: - Py_XDECREF(ob); - return -1; -} - -/* Import */ -static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) { - PyObject *empty_list = 0; - PyObject *module = 0; - PyObject *global_dict = 0; - PyObject *empty_dict = 0; - PyObject *list; - #if PY_MAJOR_VERSION < 3 - PyObject *py_import; - py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import); - if (!py_import) - goto bad; - #endif - if (from_list) - list = from_list; - else { - empty_list = PyList_New(0); - if (!empty_list) - goto bad; - list = empty_list; - } - global_dict = PyModule_GetDict(__pyx_m); - if (!global_dict) - goto bad; - empty_dict = PyDict_New(); - if (!empty_dict) - goto bad; - { - #if PY_MAJOR_VERSION >= 3 - if (level == -1) { - if ((1) && (strchr(__Pyx_MODULE_NAME, '.'))) { - module = PyImport_ImportModuleLevelObject( - name, global_dict, empty_dict, list, 1); - if (!module) { - if (!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 (!py_level) - goto bad; - module = PyObject_CallFunctionObjArgs(py_import, - name, global_dict, empty_dict, list, py_level, (PyObject *)NULL); - Py_DECREF(py_level); - #else - module = PyImport_ImportModuleLevelObject( - name, global_dict, empty_dict, list, level); - #endif - } - } -bad: - #if PY_MAJOR_VERSION < 3 - Py_XDECREF(py_import); - #endif - Py_XDECREF(empty_list); - Py_XDECREF(empty_dict); - return module; -} - -/* ImportFrom */ -static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) { - PyObject* value = __Pyx_PyObject_GetAttrStr(module, name); - if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) { - 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; -} - -/* CalculateMetaclass */ -static PyObject *__Pyx_CalculateMetaclass(PyTypeObject *metaclass, PyObject *bases) { - Py_ssize_t i, nbases = PyTuple_GET_SIZE(bases); - for (i=0; i < nbases; i++) { - PyTypeObject *tmptype; - PyObject *tmp = PyTuple_GET_ITEM(bases, i); - 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; -} - -/* FetchCommonType */ -static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type) { - PyObject* fake_module; - PyTypeObject* cached_type = NULL; - fake_module = PyImport_AddModule((char*) "_cython_" CYTHON_ABI); - if (!fake_module) return NULL; - Py_INCREF(fake_module); - cached_type = (PyTypeObject*) PyObject_GetAttrString(fake_module, type->tp_name); - if (cached_type) { - if (!PyType_Check((PyObject*)cached_type)) { - PyErr_Format(PyExc_TypeError, - "Shared Cython type %.200s is not a type object", - type->tp_name); - goto bad; - } - if (cached_type->tp_basicsize != type->tp_basicsize) { - PyErr_Format(PyExc_TypeError, - "Shared Cython type %.200s has the wrong size, try recompiling", - type->tp_name); - goto bad; - } - } else { - if (!PyErr_ExceptionMatches(PyExc_AttributeError)) goto bad; - PyErr_Clear(); - if (PyType_Ready(type) < 0) goto bad; - if (PyObject_SetAttrString(fake_module, type->tp_name, (PyObject*) type) < 0) - goto bad; - Py_INCREF(type); - cached_type = type; - } -done: - Py_DECREF(fake_module); - return cached_type; -bad: - Py_XDECREF(cached_type); - cached_type = NULL; - goto done; -} - -/* CythonFunctionShared */ -#include -static PyObject * -__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *closure) -{ - if (unlikely(op->func_doc == NULL)) { - if (op->func.m_ml->ml_doc) { -#if PY_MAJOR_VERSION >= 3 - op->func_doc = PyUnicode_FromString(op->func.m_ml->ml_doc); -#else - op->func_doc = PyString_FromString(op->func.m_ml->ml_doc); -#endif - if (unlikely(op->func_doc == NULL)) - return NULL; - } else { - Py_INCREF(Py_None); - return Py_None; - } - } - Py_INCREF(op->func_doc); - return op->func_doc; -} -static int -__Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value, CYTHON_UNUSED void *context) -{ - PyObject *tmp = op->func_doc; - if (value == NULL) { - value = Py_None; - } - Py_INCREF(value); - op->func_doc = value; - Py_XDECREF(tmp); - return 0; -} -static PyObject * -__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) -{ - if (unlikely(op->func_name == NULL)) { -#if PY_MAJOR_VERSION >= 3 - op->func_name = PyUnicode_InternFromString(op->func.m_ml->ml_name); -#else - op->func_name = PyString_InternFromString(op->func.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, CYTHON_UNUSED void *context) -{ - PyObject *tmp; -#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; - } - tmp = op->func_name; - Py_INCREF(value); - op->func_name = value; - Py_XDECREF(tmp); - return 0; -} -static PyObject * -__Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) -{ - Py_INCREF(op->func_qualname); - return op->func_qualname; -} -static int -__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value, CYTHON_UNUSED void *context) -{ - PyObject *tmp; -#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; - } - tmp = op->func_qualname; - Py_INCREF(value); - op->func_qualname = value; - Py_XDECREF(tmp); - return 0; -} -static PyObject * -__Pyx_CyFunction_get_self(__pyx_CyFunctionObject *m, CYTHON_UNUSED void *closure) -{ - PyObject *self; - self = m->func_closure; - if (self == NULL) - self = Py_None; - Py_INCREF(self); - return self; -} -static PyObject * -__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *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, CYTHON_UNUSED void *context) -{ - PyObject *tmp; - 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; - } - tmp = op->func_dict; - Py_INCREF(value); - op->func_dict = value; - Py_XDECREF(tmp); - return 0; -} -static PyObject * -__Pyx_CyFunction_get_globals(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) -{ - Py_INCREF(op->func_globals); - return op->func_globals; -} -static PyObject * -__Pyx_CyFunction_get_closure(CYTHON_UNUSED __pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) -{ - Py_INCREF(Py_None); - return Py_None; -} -static PyObject * -__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) -{ - PyObject* result = (op->func_code) ? op->func_code : Py_None; - 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 = PySequence_ITEM(res, 0); - if (unlikely(!op->defaults_tuple)) result = -1; - else { - op->defaults_kwdict = 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, CYTHON_UNUSED void *context) { - PyObject* tmp; - if (!value) { - value = Py_None; - } else if (value != Py_None && !PyTuple_Check(value)) { - PyErr_SetString(PyExc_TypeError, - "__defaults__ must be set to a tuple object"); - return -1; - } - Py_INCREF(value); - tmp = op->defaults_tuple; - op->defaults_tuple = value; - Py_XDECREF(tmp); - return 0; -} -static PyObject * -__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) { - PyObject* result = op->defaults_tuple; - if (unlikely(!result)) { - if (op->defaults_getter) { - if (__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, CYTHON_UNUSED void *context) { - PyObject* tmp; - if (!value) { - value = Py_None; - } else if (value != Py_None && !PyDict_Check(value)) { - PyErr_SetString(PyExc_TypeError, - "__kwdefaults__ must be set to a dict object"); - return -1; - } - Py_INCREF(value); - tmp = op->defaults_kwdict; - op->defaults_kwdict = value; - Py_XDECREF(tmp); - return 0; -} -static PyObject * -__Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) { - PyObject* result = op->defaults_kwdict; - if (unlikely(!result)) { - if (op->defaults_getter) { - if (__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, CYTHON_UNUSED void *context) { - PyObject* tmp; - if (!value || value == Py_None) { - value = NULL; - } else if (!PyDict_Check(value)) { - PyErr_SetString(PyExc_TypeError, - "__annotations__ must be set to a dict object"); - return -1; - } - Py_XINCREF(value); - tmp = op->func_annotations; - op->func_annotations = value; - Py_XDECREF(tmp); - return 0; -} -static PyObject * -__Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) { - PyObject* result = op->func_annotations; - if (unlikely(!result)) { - result = PyDict_New(); - if (unlikely(!result)) return NULL; - op->func_annotations = result; - } - Py_INCREF(result); - return result; -} -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 *) "__self__", (getter)__Pyx_CyFunction_get_self, 0, 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}, - {0, 0, 0, 0, 0} -}; -static PyMemberDef __pyx_CyFunction_members[] = { - {(char *) "__module__", T_OBJECT, offsetof(PyCFunctionObject, m_module), PY_WRITE_RESTRICTED, 0}, - {0, 0, 0, 0, 0} -}; -static PyObject * -__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, CYTHON_UNUSED PyObject *args) -{ -#if PY_MAJOR_VERSION >= 3 - Py_INCREF(m->func_qualname); - return m->func_qualname; -#else - return PyString_FromString(m->func.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 -#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func_weakreflist) -#else -#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func.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 (unlikely(op == NULL)) - return NULL; - op->flags = flags; - __Pyx_CyFunction_weakreflist(op) = NULL; - op->func.m_ml = ml; - op->func.m_self = (PyObject *) op; - Py_XINCREF(closure); - op->func_closure = closure; - Py_XINCREF(module); - op->func.m_module = module; - op->func_dict = NULL; - op->func_name = NULL; - Py_INCREF(qualname); - op->func_qualname = qualname; - op->func_doc = NULL; - op->func_classobj = NULL; - 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; - return (PyObject *) op; -} -static int -__Pyx_CyFunction_clear(__pyx_CyFunctionObject *m) -{ - Py_CLEAR(m->func_closure); - Py_CLEAR(m->func.m_module); - 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); - Py_CLEAR(m->func_classobj); - Py_CLEAR(m->defaults_tuple); - Py_CLEAR(m->defaults_kwdict); - Py_CLEAR(m->func_annotations); - 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); - PyObject_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); - Py_VISIT(m->func.m_module); - 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); - Py_VISIT(m->func_classobj); - Py_VISIT(m->defaults_tuple); - Py_VISIT(m->defaults_kwdict); - 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_descr_get(PyObject *func, PyObject *obj, PyObject *type) -{ -#if PY_MAJOR_VERSION < 3 - __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; - if (m->flags & __Pyx_CYFUNCTION_STATICMETHOD) { - Py_INCREF(func); - return func; - } - if (m->flags & __Pyx_CYFUNCTION_CLASSMETHOD) { - if (type == NULL) - type = (PyObject *)(Py_TYPE(obj)); - return __Pyx_PyMethod_New(func, type, (PyObject *)(Py_TYPE(type))); - } - if (obj == Py_None) - obj = NULL; -#endif - return __Pyx_PyMethod_New(func, obj, type); -} -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) { - PyCFunctionObject* f = (PyCFunctionObject*)func; - PyCFunction meth = f->m_ml->ml_meth; - Py_ssize_t size; - switch (f->m_ml->ml_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)) { - size = PyTuple_GET_SIZE(arg); - if (likely(size == 0)) - return (*meth)(self, NULL); - PyErr_Format(PyExc_TypeError, - "%.200s() takes no arguments (%" CYTHON_FORMAT_SSIZE_T "d given)", - f->m_ml->ml_name, size); - return NULL; - } - break; - case METH_O: - if (likely(kw == NULL || PyDict_Size(kw) == 0)) { - size = PyTuple_GET_SIZE(arg); - if (likely(size == 1)) { - PyObject *result, *arg0; - #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - arg0 = PyTuple_GET_ITEM(arg, 0); - #else - arg0 = 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; - } - PyErr_Format(PyExc_TypeError, - "%.200s() takes exactly one argument (%" CYTHON_FORMAT_SSIZE_T "d given)", - f->m_ml->ml_name, size); - return NULL; - } - break; - default: - PyErr_SetString(PyExc_SystemError, "Bad call flags in " - "__Pyx_CyFunction_Call. METH_OLDARGS is no " - "longer supported!"); - return NULL; - } - PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments", - f->m_ml->ml_name); - return NULL; -} -static CYTHON_INLINE PyObject *__Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) { - return __Pyx_CyFunction_CallMethod(func, ((PyCFunctionObject*)func)->m_self, arg, kw); -} -static PyObject *__Pyx_CyFunction_CallAsMethod(PyObject *func, PyObject *args, PyObject *kw) { - PyObject *result; - __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *) func; - if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !(cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD)) { - Py_ssize_t argc; - PyObject *new_args; - PyObject *self; - argc = PyTuple_GET_SIZE(args); - 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); - 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; -} -static PyTypeObject __pyx_CyFunctionType_type = { - PyVarObject_HEAD_INIT(0, 0) - "cython_function_or_method", - sizeof(__pyx_CyFunctionObject), - 0, - (destructor) __Pyx_CyFunction_dealloc, - 0, - 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, - Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, - 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_CyFunction_descr_get, - 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 - 0, -#endif -#if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000 - 0, -#endif -#if CYTHON_COMPILING_IN_PYPY && PYPY_VERSION_NUM+0 >= 0x06000000 - 0, -#endif -}; -static int __pyx_CyFunction_init(void) { - __pyx_CyFunctionType = __Pyx_FetchCommonType(&__pyx_CyFunctionType_type); - 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; -} - -/* 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_GetAttrStr(metaclass, __pyx_n_s_prepare); - if (prep) { - PyObject *pargs = PyTuple_Pack(2, name, bases); - if (unlikely(!pargs)) { - Py_DECREF(prep); - return NULL; - } - ns = PyObject_Call(prep, pargs, mkw); - Py_DECREF(prep); - Py_DECREF(pargs); - } else { - if (unlikely(!PyErr_ExceptionMatches(PyExc_AttributeError))) - return NULL; - PyErr_Clear(); - 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 (unlikely(PyObject_SetItem(ns, __pyx_n_s_qualname, qualname) < 0)) goto bad; - if (unlikely(doc && PyObject_SetItem(ns, __pyx_n_s_doc, doc) < 0)) goto bad; - return ns; -bad: - Py_DECREF(ns); - return NULL; -} -static PyObject *__Pyx_Py3ClassCreate(PyObject *metaclass, PyObject *name, PyObject *bases, - PyObject *dict, PyObject *mkw, - int calculate_metaclass, int allow_py2_metaclass) { - PyObject *result, *margs; - PyObject *owned_metaclass = NULL; - 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; - } - margs = PyTuple_Pack(3, name, bases, dict); - if (unlikely(!margs)) { - result = NULL; - } else { - result = PyObject_Call(metaclass, margs, mkw); - Py_DECREF(margs); - } - Py_XDECREF(owned_metaclass); - return result; -} - -/* CLineInTraceback */ -#ifndef CYTHON_CLINE_IN_TRACEBACK -static int __Pyx_CLineForTraceback(CYTHON_NCP_UNUSED PyThreadState *tstate, int c_line) { - PyObject *use_cline; - PyObject *ptype, *pvalue, *ptraceback; -#if CYTHON_COMPILING_IN_CPYTHON - PyObject **cython_runtime_dict; -#endif - 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_GetAttrStr(__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 */ -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); -} - -/* AddTraceback */ -#include "compile.h" -#include "frameobject.h" -#include "traceback.h" -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, - __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; - 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) { - py_code = __Pyx_CreateCodeObjectForTraceback( - funcname, c_line, py_line, filename); - if (!py_code) goto bad; - __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); -} - -/* 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_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; - return _PyLong_FromByteArray(bytes, sizeof(int), - little, !is_unsigned); - } -} - -/* 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 - const digit* digits = ((PyLongObject*)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: return (int) 0; - case 1: __PYX_VERIFY_RETURN_INT(int, digit, digits[0]) - 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 - 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 - const digit* digits = ((PyLongObject*)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: return (int) 0; - case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, (sdigit) (-(sdigit)digits[0])) - case 1: __PYX_VERIFY_RETURN_INT(int, digit, +digits[0]) - 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 - } - } - { -#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) - PyErr_SetString(PyExc_RuntimeError, - "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); -#else - 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 one = 1; int is_little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&val; - int ret = _PyLong_AsByteArray((PyLongObject *)v, - bytes, sizeof(val), - is_little, !is_unsigned); - Py_DECREF(v); - if (likely(!ret)) - return val; - } -#endif - 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; -} - -/* CIntFromPy */ -static CYTHON_INLINE size_t __Pyx_PyInt_As_size_t(PyObject *x) { -#ifdef __Pyx_HAS_GCC_DIAGNOSTIC -#pragma GCC diagnostic push -#pragma GCC diagnostic ignored "-Wconversion" -#endif - const size_t neg_one = (size_t) -1, const_zero = (size_t) 0; -#ifdef __Pyx_HAS_GCC_DIAGNOSTIC -#pragma GCC diagnostic pop -#endif - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - if (sizeof(size_t) < sizeof(long)) { - __PYX_VERIFY_RETURN_INT(size_t, long, PyInt_AS_LONG(x)) - } else { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - goto raise_neg_overflow; - } - return (size_t) val; - } - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_USE_PYLONG_INTERNALS - const digit* digits = ((PyLongObject*)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: return (size_t) 0; - case 1: __PYX_VERIFY_RETURN_INT(size_t, digit, digits[0]) - case 2: - if (8 * sizeof(size_t) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(size_t) >= 2 * PyLong_SHIFT) { - return (size_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); - } - } - break; - case 3: - if (8 * sizeof(size_t) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(size_t) >= 3 * PyLong_SHIFT) { - return (size_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); - } - } - break; - case 4: - if (8 * sizeof(size_t) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(size_t) >= 4 * PyLong_SHIFT) { - return (size_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); - } - } - break; - } -#endif -#if CYTHON_COMPILING_IN_CPYTHON - 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 (size_t) -1; - if (unlikely(result == 1)) - goto raise_neg_overflow; - } -#endif - if (sizeof(size_t) <= sizeof(unsigned long)) { - __PYX_VERIFY_RETURN_INT_EXC(size_t, unsigned long, PyLong_AsUnsignedLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(size_t) <= sizeof(unsigned PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(size_t, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) -#endif - } - } else { -#if CYTHON_USE_PYLONG_INTERNALS - const digit* digits = ((PyLongObject*)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: return (size_t) 0; - case -1: __PYX_VERIFY_RETURN_INT(size_t, sdigit, (sdigit) (-(sdigit)digits[0])) - case 1: __PYX_VERIFY_RETURN_INT(size_t, digit, +digits[0]) - case -2: - if (8 * sizeof(size_t) - 1 > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(size_t, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(size_t) - 1 > 2 * PyLong_SHIFT) { - return (size_t) (((size_t)-1)*(((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]))); - } - } - break; - case 2: - if (8 * sizeof(size_t) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(size_t) - 1 > 2 * PyLong_SHIFT) { - return (size_t) ((((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]))); - } - } - break; - case -3: - if (8 * sizeof(size_t) - 1 > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(size_t, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(size_t) - 1 > 3 * PyLong_SHIFT) { - return (size_t) (((size_t)-1)*(((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]))); - } - } - break; - case 3: - if (8 * sizeof(size_t) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(size_t) - 1 > 3 * PyLong_SHIFT) { - return (size_t) ((((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]))); - } - } - break; - case -4: - if (8 * sizeof(size_t) - 1 > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(size_t, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(size_t) - 1 > 4 * PyLong_SHIFT) { - return (size_t) (((size_t)-1)*(((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]))); - } - } - break; - case 4: - if (8 * sizeof(size_t) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(size_t) - 1 > 4 * PyLong_SHIFT) { - return (size_t) ((((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]))); - } - } - break; - } -#endif - if (sizeof(size_t) <= sizeof(long)) { - __PYX_VERIFY_RETURN_INT_EXC(size_t, long, PyLong_AsLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(size_t) <= sizeof(PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(size_t, PY_LONG_LONG, PyLong_AsLongLong(x)) -#endif - } - } - { -#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) - PyErr_SetString(PyExc_RuntimeError, - "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); -#else - size_t 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 one = 1; int is_little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&val; - int ret = _PyLong_AsByteArray((PyLongObject *)v, - bytes, sizeof(val), - is_little, !is_unsigned); - Py_DECREF(v); - if (likely(!ret)) - return val; - } -#endif - return (size_t) -1; - } - } else { - size_t val; - PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); - if (!tmp) return (size_t) -1; - val = __Pyx_PyInt_As_size_t(tmp); - Py_DECREF(tmp); - return val; - } -raise_overflow: - PyErr_SetString(PyExc_OverflowError, - "value too large to convert to size_t"); - return (size_t) -1; -raise_neg_overflow: - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to size_t"); - return (size_t) -1; -} - -/* 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; - return _PyLong_FromByteArray(bytes, sizeof(long), - little, !is_unsigned); - } -} - -/* 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 - const digit* digits = ((PyLongObject*)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: return (long) 0; - case 1: __PYX_VERIFY_RETURN_INT(long, digit, digits[0]) - 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 - 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 - const digit* digits = ((PyLongObject*)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: return (long) 0; - case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, (sdigit) (-(sdigit)digits[0])) - case 1: __PYX_VERIFY_RETURN_INT(long, digit, +digits[0]) - 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 - } - } - { -#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) - PyErr_SetString(PyExc_RuntimeError, - "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); -#else - 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 one = 1; int is_little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&val; - int ret = _PyLong_AsByteArray((PyLongObject *)v, - bytes, sizeof(val), - is_little, !is_unsigned); - Py_DECREF(v); - if (likely(!ret)) - return val; - } -#endif - 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 = a->tp_base; - 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); -} -#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) { - int res = exc_type1 ? __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type1) : 0; - if (!res) { - res = __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type2); - } - return res; -} -#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; itp_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 PY_MAJOR_VERSION >= 3 - #ifdef __Pyx_CyFunction_USED - if (likely(PyFunction_Check(descr) || (Py_TYPE(descr) == &PyMethodDescr_Type) || __Pyx_CyFunction_Check(descr))) - #else - if (likely(PyFunction_Check(descr) || (Py_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 (descr != NULL) { - *method = descr; - return 0; - } - PyErr_Format(PyExc_AttributeError, -#if PY_MAJOR_VERSION >= 3 - "'%.50s' object has no attribute '%U'", - tp->tp_name, name); -#else - "'%.50s' object has no attribute '%.400s'", - tp->tp_name, PyString_AS_STRING(name)); -#endif - 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; -} - -/* PyObjectCallMethod1 */ -static PyObject* __Pyx__PyObject_CallMethod1(PyObject* method, PyObject* arg) { - PyObject *result = __Pyx_PyObject_CallOneArg(method, arg); - Py_DECREF(method); - return result; -} -static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg) { - PyObject *method = NULL, *result; - int is_method = __Pyx_PyObject_GetMethod(obj, method_name, &method); - if (likely(is_method)) { - result = __Pyx_PyObject_Call2Args(method, obj, arg); - Py_DECREF(method); - return result; - } - if (unlikely(!method)) return NULL; - return __Pyx__PyObject_CallMethod1(method, arg); -} - -/* CoroutineBase */ -#include -#include -#define __Pyx_Coroutine_Undelegate(gen) Py_CLEAR((gen)->yieldfrom) -static int __Pyx_PyGen__FetchStopIterationValue(CYTHON_UNUSED PyThreadState *__pyx_tstate, PyObject **pvalue) { - PyObject *et, *ev, *tb; - PyObject *value = NULL; - __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 (Py_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) { - 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); -} -#define __Pyx_Coroutine_AlreadyRunningError(gen) (__Pyx__Coroutine_AlreadyRunningError(gen), (PyObject*)NULL) -static void __Pyx__Coroutine_AlreadyRunningError(CYTHON_UNUSED __pyx_CoroutineObject *gen) { - const char *msg; - 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(CYTHON_UNUSED PyObject *gen) { - const char *msg; - 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(CYTHON_UNUSED PyObject *gen, PyObject *value, CYTHON_UNUSED int 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_type) { - #if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_PYSTON - #else - if (exc_state->exc_traceback) { - PyTracebackObject *tb = (PyTracebackObject *) exc_state->exc_traceback; - 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 - } - #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((PyObject *) 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) { - PyObject *exc_tb = exc_state->exc_traceback; - if (likely(exc_tb)) { -#if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_PYSTON -#else - PyTracebackObject *tb = (PyTracebackObject *) exc_tb; - PyFrameObject *f = tb->tb_frame; - Py_CLEAR(f->f_back); -#endif - } -} -static CYTHON_INLINE -PyObject *__Pyx_Coroutine_MethodReturn(CYTHON_UNUSED PyObject* gen, PyObject *retval) { - 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 = Py_TYPE(yf)->tp_iternext(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_GetAttrStr(yf, __pyx_n_s_close); - if (unlikely(!meth)) { - if (!PyErr_ExceptionMatches(PyExc_AttributeError)) { - PyErr_WriteUnraisable(yf); - } - PyErr_Clear(); - } else { - retval = PyObject_CallFunction(meth, NULL); - Py_DECREF(meth); - if (!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 = Py_TYPE(yf)->tp_iternext(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, CYTHON_UNUSED PyObject *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_GetAttrStr(yf, __pyx_n_s_throw); - if (unlikely(!meth)) { - Py_DECREF(yf); - if (!PyErr_ExceptionMatches(PyExc_AttributeError)) { - gen->is_running = 0; - return NULL; - } - PyErr_Clear(); - __Pyx_Coroutine_Undelegate(gen); - gen->is_running = 0; - goto throw_here; - } - if (likely(args)) { - ret = PyObject_CallObject(meth, args); - } else { - ret = PyObject_CallFunctionObjArgs(meth, typ, val, tb, NULL); - } - 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 (!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) { - Py_VISIT(exc_state->exc_type); - Py_VISIT(exc_state->exc_value); - Py_VISIT(exc_state->exc_traceback); - 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 (PyObject_CallFinalizerFromDealloc(self)) -#else - Py_TYPE(gen)->tp_del(self); - if (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); - PyObject_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 (--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, CYTHON_UNUSED void *context) -{ - PyObject *name = self->gi_name; - if (unlikely(!name)) name = Py_None; - Py_INCREF(name); - return name; -} -static int -__Pyx_Coroutine_set_name(__pyx_CoroutineObject *self, PyObject *value, CYTHON_UNUSED void *context) -{ - PyObject *tmp; -#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; - } - tmp = self->gi_name; - Py_INCREF(value); - self->gi_name = value; - Py_XDECREF(tmp); - return 0; -} -static PyObject * -__Pyx_Coroutine_get_qualname(__pyx_CoroutineObject *self, CYTHON_UNUSED void *context) -{ - PyObject *name = self->gi_qualname; - if (unlikely(!name)) name = Py_None; - Py_INCREF(name); - return name; -} -static int -__Pyx_Coroutine_set_qualname(__pyx_CoroutineObject *self, PyObject *value, CYTHON_UNUSED void *context) -{ - PyObject *tmp; -#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; - } - tmp = self->gi_qualname; - Py_INCREF(value); - self->gi_qualname = value; - Py_XDECREF(tmp); - return 0; -} -static PyObject * -__Pyx_Coroutine_get_frame(__pyx_CoroutineObject *self, CYTHON_UNUSED void *context) -{ - PyObject *frame = self->gi_frame; - 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; - gen->gi_exc_state.exc_type = NULL; - gen->gi_exc_state.exc_value = NULL; - gen->gi_exc_state.exc_traceback = NULL; -#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 (!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} -}; -static PyMemberDef __pyx_Generator_memberlist[] = { - {(char *) "gi_running", T_BOOL, offsetof(__pyx_CoroutineObject, is_running), READONLY, NULL}, - {(char*) "gi_yieldfrom", T_OBJECT, offsetof(__pyx_CoroutineObject, yieldfrom), READONLY, - (char*) PyDoc_STR("object being iterated by 'yield from', or None")}, - {(char*) "gi_code", T_OBJECT, offsetof(__pyx_CoroutineObject, gi_code), READONLY, NULL}, - {0, 0, 0, 0, 0} -}; -static PyGetSetDef __pyx_Generator_getsets[] = { - {(char *) "__name__", (getter)__Pyx_Coroutine_get_name, (setter)__Pyx_Coroutine_set_name, - (char*) PyDoc_STR("name of the generator"), 0}, - {(char *) "__qualname__", (getter)__Pyx_Coroutine_get_qualname, (setter)__Pyx_Coroutine_set_qualname, - (char*) PyDoc_STR("qualified name of the generator"), 0}, - {(char *) "gi_frame", (getter)__Pyx_Coroutine_get_frame, NULL, - (char*) PyDoc_STR("Frame of the generator"), 0}, - {0, 0, 0, 0, 0} -}; -static PyTypeObject __pyx_GeneratorType_type = { - PyVarObject_HEAD_INIT(0, 0) - "generator", - sizeof(__pyx_CoroutineObject), - 0, - (destructor) __Pyx_Coroutine_dealloc, - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0, - Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_HAVE_FINALIZE, - 0, - (traverseproc) __Pyx_Coroutine_traverse, - 0, - 0, - offsetof(__pyx_CoroutineObject, gi_weakreflist), - 0, - (iternextfunc) __Pyx_Generator_Next, - __pyx_Generator_methods, - __pyx_Generator_memberlist, - __pyx_Generator_getsets, - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0, -#if CYTHON_USE_TP_FINALIZE - 0, -#else - __Pyx_Coroutine_del, -#endif - 0, -#if CYTHON_USE_TP_FINALIZE - __Pyx_Coroutine_del, -#elif PY_VERSION_HEX >= 0x030400a1 - 0, -#endif -#if PY_VERSION_HEX >= 0x030800b1 - 0, -#endif -#if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000 - 0, -#endif -#if CYTHON_COMPILING_IN_PYPY && PYPY_VERSION_NUM+0 >= 0x06000000 - 0, -#endif -}; -static int __pyx_Generator_init(void) { - __pyx_GeneratorType_type.tp_getattro = __Pyx_PyObject_GenericGetAttrNoDict; - __pyx_GeneratorType_type.tp_iter = PyObject_SelfIter; - __pyx_GeneratorType = __Pyx_FetchCommonType(&__pyx_GeneratorType_type); - if (unlikely(!__pyx_GeneratorType)) { - return -1; - } - return 0; -} - -/* CheckBinaryVersion */ -static int __Pyx_check_binary_version(void) { - char ctversion[4], rtversion[4]; - PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); - PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion()); - if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) { - char message[200]; - PyOS_snprintf(message, sizeof(message), - "compiletime version %s of module '%.100s' " - "does not match runtime version %s", - ctversion, __Pyx_MODULE_NAME, rtversion); - return PyErr_WarnEx(NULL, message, 1); - } - return 0; -} - -/* InitStrings */ -static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) { - while (t->p) { - #if PY_MAJOR_VERSION < 3 - if (t->is_unicode) { - *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL); 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""" cdef crfsuite_api.Item c_item cdef double c_value @@ -86,7 +86,7 @@ cdef crfsuite_api.Item to_item(x) except+: return c_item -cdef crfsuite_api.ItemSequence to_seq(pyseq) except+: +cdef extern crfsuite_api.ItemSequence to_seq(pyseq) except+: """ Convert an iterable to an ItemSequence. Elements of an iterable could be: @@ -265,7 +265,7 @@ cdef class BaseTrainer(object): self.c_trainer.set_handler(self, self._on_message) # fix segfaults, see https://github.com/chokkan/crfsuite/pull/21 - self.c_trainer.select("lbfgs", "crf1d") + self.c_trainer.select("lbfgs".encode('ascii'), "crf1d".encode('ascii')) self.c_trainer._init_hack() cdef _on_message(self, string message): @@ -331,7 +331,7 @@ cdef class BaseTrainer(object): """ algorithm = algorithm.lower() algorithm = self._ALGORITHM_ALIASES.get(algorithm, algorithm) - if not self.c_trainer.select(algorithm, type): + if not self.c_trainer.select(algorithm.encode('ascii'), type.encode('ascii')): raise ValueError( "Bad arguments: algorithm=%r, type=%r" % (algorithm, type) ) @@ -670,7 +670,7 @@ cdef class Tagger(object): """ return self.c_tagger.marginal(y, pos) - cpdef set(self, xseq) except +: + cpdef extern set(self, xseq) except +: """ Set an instance (item sequence) for future calls of :meth:`Tagger.tag`, :meth:`Tagger.probability` diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..b2dee39 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,61 @@ +[project] +name = "python-crfsuite" +version = "0.9.11" +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 = ">=3.8" +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 761ffd3..ca958c4 100755 --- a/setup.py +++ b/setup.py @@ -1,28 +1,31 @@ #!/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 @@ -30,58 +33,36 @@ 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 + ["-D_POSIX_C_SOURCE=200112L"] + if src.startswith("crfsuite/") + 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 any( + item == "gcc" or item.endswith("-gcc") for item 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="0.9.8", - 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 :: 2", - "Programming Language :: Python :: 2.7", - "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..60a19d7 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -1,40 +1,52 @@ -# -*- 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}, + {"world": 2}, ] + @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", + "好", + ] @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..3ebb021 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"] == "3" + assert set(res.labels.keys()) == set(["sunny", "rainy", "好"]) + assert set(res.attributes.keys()) == set( + ["shop", "walk", "clean", "солнце:не светит", "world"] + ) # 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/tox.ini b/tox.ini index 2032a4c..422bd63 100644 --- a/tox.ini +++ b/tox.ini @@ -1,14 +1,15 @@ [tox] -envlist = py27,py36,py37,py38,py39,py310 +envlist = py36,py37,py38,py39,py310,py311,py312 [gh-actions] python = - 2.7: py27 3.6: py36 3.7: py37 3.8: py38 3.9: py39 3.10: py310 + 3.11: py311 + 3.12: py312 [testenv] changedir = {envtmpdir} diff --git a/update_cpp.sh b/update_cpp.sh deleted file mode 100755 index f7fa1c2..0000000 --- a/update_cpp.sh +++ /dev/null @@ -1 +0,0 @@ -cython pycrfsuite/_pycrfsuite.pyx --cplus -a -2 -I pycrfsuite