Generated by Cython 0.15.1+ on Sat Nov 5 14:14:56 2011
Raw output: histogram.c
1: #!/usr/bin/env python
/* "histogram.pyx":1 * #!/usr/bin/env python #<<<<<<<<<<<<<<* # -*- coding: utf8 -*- * # */ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); if (PyObject_SetAttr(__pyx_m, __pyx_n_s____test__, ((PyObject *)__pyx_t_1))<0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
2: # -*- coding: utf8 -*-
3: #
4: # Project: Azimuthal integration
5: # https://forge.epn-campus.eu/projects/azimuthal
6: #
7: # File: "$Id$"
8: #
9: # Copyright (C) European Synchrotron Radiation Facility, Grenoble, France
10: #
11: # Principal author: Jérôme Kieffer (Jerome.Kieffer@ESRF.eu)
12: #
13: # This program is free software: you can redistribute it and/or modify
14: # it under the terms of the GNU General Public License as published by
15: # the Free Software Foundation, either version 3 of the License, or
16: # (at your option) any later version.
17: #
18: # This program is distributed in the hope that it will be useful,
19: # but WITHOUT ANY WARRANTY; without even the implied warranty of
20: # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
21: # GNU General Public License for more details.
22: #
23: # You should have received a copy of the GNU General Public License
24: # along with this program. If not, see <http://www.gnu.org/licenses/>.
25: #
26:
27:
28:
29: import cython
30: from cython.parallel cimport prange
31: cimport numpy
32: import numpy
/* "histogram.pyx":32 * from cython.parallel cimport prange * cimport numpy * import numpy #<<<<<<<<<<<<<<* cdef extern from "omp.h": * ctypedef struct omp_lock_t: */ __pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__numpy), 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); if (PyObject_SetAttr(__pyx_m, __pyx_n_s__numpy, __pyx_t_1)<0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
33: cdef extern from "omp.h":
34: ctypedef struct omp_lock_t:
35: pass
36:
37: extern void omp_set_num_threads(int) nogil
38: extern int omp_get_num_threads() nogil
39: extern int omp_get_max_threads() nogil
40: extern int omp_get_thread_num() nogil
41: extern int omp_get_num_procs() nogil
42:
43: extern int omp_in_parallel() nogil
44: extern void omp_init_lock(omp_lock_t *) nogil
45: extern void omp_destroy_lock(omp_lock_t *) nogil
46: extern void omp_set_lock(omp_lock_t *) nogil
47: extern void omp_unset_lock(omp_lock_t *) nogil
48: extern int omp_test_lock(omp_lock_t *) nogil
49:
50:
51: cdef extern from "stdlib.h":
52: void free(void * ptr)nogil
53: void * calloc(size_t nmemb, size_t size)nogil
54: void * malloc(size_t size)nogil
55: cdef extern from "math.h":
56: double floor(double)nogil
57: double fabs(double)nogil
58: int isnan(double)
59:
60: # "ctypedef" assigns a corresponding compile-time type to DTYPE_t. For
61: # every type in the numpy module there's a corresponding compile-time
62: # type with a _t-suffix.
63: ctypedef numpy.int64_t DTYPE_int64_t
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64: ctypedef numpy.float64_t DTYPE_float64_t
65:
66: @cython.cdivision(True)
67: @cython.boundscheck(False)
68: @cython.wraparound(False)
69: def histogram(numpy.ndarray pos not None, \
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70: numpy.ndarray weights not None, \
71: long bins=100,
72: bin_range=None,
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__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
__pyx_v_bin_edge_max = __pyx_t_14;
goto __pyx_L6;
}
__pyx_L6:;
104: cdef double bin_width = (bin_edge_max - bin_edge_min) / (< double > (bins))
/* "histogram.pyx":104 * bin_edge_min = bin_range[0] * bin_edge_max = bin_range[1] * (1 + numpy.finfo(numpy.double).eps) * cdef double bin_width = (bin_edge_max - bin_edge_min) / (<double > (bins)) #<<<<<<<<<<<<<<* cdef double inv_bin_width = (<double > (bins)) / (bin_edge_max - bin_edge_min) * cdef double a = 0.0 */ __pyx_v_bin_width = ((__pyx_v_bin_edge_max - __pyx_v_bin_edge_min) / ((double)__pyx_v_bins));
105: cdef double inv_bin_width = (< double > (bins)) / (bin_edge_max - bin_edge_min)
/* "histogram.pyx":105 * bin_edge_max = bin_range[1] * (1 + numpy.finfo(numpy.double).eps) * cdef double bin_width = (bin_edge_max - bin_edge_min) / (<double > (bins)) * cdef double inv_bin_width = (<double > (bins)) / (bin_edge_max - bin_edge_min) #<<<<<<<<<<<<<<* cdef double a = 0.0 * cdef double d = 0.0 */ __pyx_v_inv_bin_width = (((double)__pyx_v_bins) / (__pyx_v_bin_edge_max - __pyx_v_bin_edge_min));
106: cdef double a = 0.0
/* "histogram.pyx":106 * cdef double bin_width = (bin_edge_max - bin_edge_min) / (<double > (bins)) * cdef double inv_bin_width = (<double > (bins)) / (bin_edge_max - bin_edge_min) * cdef double a = 0.0 #<<<<<<<<<<<<<<* cdef double d = 0.0 * cdef double fbin = 0.0 */ __pyx_v_a = 0.0;
107: cdef double d = 0.0
/* "histogram.pyx":107 * cdef double inv_bin_width = (<double > (bins)) / (bin_edge_max - bin_edge_min) * cdef double a = 0.0 * cdef double d = 0.0 #<<<<<<<<<<<<<<* cdef double fbin = 0.0 * cdef double ffbin = 0.0 */ __pyx_v_d = 0.0;
108: cdef double fbin = 0.0
/* "histogram.pyx":108 * cdef double a = 0.0 * cdef double d = 0.0 * cdef double fbin = 0.0 #<<<<<<<<<<<<<<* cdef double ffbin = 0.0 * cdef double dInt = 0.0 */ __pyx_v_fbin = 0.0;
109: cdef double ffbin = 0.0
/* "histogram.pyx":109 * cdef double d = 0.0 * cdef double fbin = 0.0 * cdef double ffbin = 0.0 #<<<<<<<<<<<<<<* cdef double dInt = 0.0 * cdef double dIntR = 0.0 */ __pyx_v_ffbin = 0.0;
110: cdef double dInt = 0.0
/* "histogram.pyx":110 * cdef double fbin = 0.0 * cdef double ffbin = 0.0 * cdef double dInt = 0.0 #<<<<<<<<<<<<<<* cdef double dIntR = 0.0 * cdef double dIntL = 0.0 */ __pyx_v_dInt = 0.0;
111: cdef double dIntR = 0.0
/* "histogram.pyx":111 * cdef double ffbin = 0.0 * cdef double dInt = 0.0 * cdef double dIntR = 0.0 #<<<<<<<<<<<<<<* cdef double dIntL = 0.0 * cdef double dTmp = 0.0 */ __pyx_v_dIntR = 0.0;
112: cdef double dIntL = 0.0
/* "histogram.pyx":112 * cdef double dInt = 0.0 * cdef double dIntR = 0.0 * cdef double dIntL = 0.0 #<<<<<<<<<<<<<<* cdef double dTmp = 0.0 * cdef double dbin, inv_dbin2 = 0.0 */ __pyx_v_dIntL = 0.0;
113: cdef double dTmp = 0.0
/* "histogram.pyx":113 * cdef double dIntR = 0.0 * cdef double dIntL = 0.0 * cdef double dTmp = 0.0 #<<<<<<<<<<<<<<* cdef double dbin, inv_dbin2 = 0.0 * cdef double tmp_count, tmp_data = 0.0 */ __pyx_v_dTmp = 0.0;
114: cdef double dbin, inv_dbin2 = 0.0
/* "histogram.pyx":114 * cdef double dIntL = 0.0 * cdef double dTmp = 0.0 * cdef double dbin, inv_dbin2 = 0.0 #<<<<<<<<<<<<<<* cdef double tmp_count, tmp_data = 0.0 * cdef double epsilon = 1e-10 */ __pyx_v_inv_dbin2 = 0.0;
115: cdef double tmp_count, tmp_data = 0.0
/* "histogram.pyx":115 * cdef double dTmp = 0.0 * cdef double dbin, inv_dbin2 = 0.0 * cdef double tmp_count, tmp_data = 0.0 #<<<<<<<<<<<<<<* cdef double epsilon = 1e-10 * */ __pyx_v_tmp_data = 0.0;
116: cdef double epsilon = 1e-10
/* "histogram.pyx":116 * cdef double dbin, inv_dbin2 = 0.0 * cdef double tmp_count, tmp_data = 0.0 * cdef double epsilon = 1e-10 #<<<<<<<<<<<<<<* * cdef long bin = 0 */ __pyx_v_epsilon = 1e-10;
117:
118: cdef long bin = 0
/* "histogram.pyx":118 * cdef double epsilon = 1e-10 * * cdef long bin = 0 #<<<<<<<<<<<<<<* cdef long i, idx, t, dest = 0 * if nthread is not None: */ __pyx_v_bin = 0;
119: cdef long i, idx, t, dest = 0
/* "histogram.pyx":119 * * cdef long bin = 0 * cdef long i, idx, t, dest = 0 #<<<<<<<<<<<<<<* if nthread is not None: * if isinstance(nthread, int) and (nthread > 0): */ __pyx_v_dest = 0;
120: if nthread is not None:
/* "histogram.pyx":120 * cdef long bin = 0 * cdef long i, idx, t, dest = 0 * if nthread is not None: #<<<<<<<<<<<<<<* if isinstance(nthread, int) and (nthread > 0): * omp_set_num_threads(<int > nthread) */ __pyx_t_4 = (__pyx_v_nthread != Py_None); if (__pyx_t_4) {
121: if isinstance(nthread, int) and (nthread > 0):
/* "histogram.pyx":121
* cdef long i, idx, t, dest = 0
* if nthread is not None:
* if isinstance(nthread, int) and (nthread > 0): # <<<<<<<<<<<<<<
* omp_set_num_threads(< int > nthread)
*
*/
__pyx_t_3 = ((PyObject *)((PyObject*)(&PyInt_Type)));
__Pyx_INCREF(__pyx_t_3);
__pyx_t_4 = __Pyx_TypeCheck(__pyx_v_nthread, __pyx_t_3);
__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
if (__pyx_t_4) {
__pyx_t_3 = PyObject_RichCompare(__pyx_v_nthread, __pyx_int_0, Py_GT); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_3);
__pyx_t_15 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_15 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
__pyx_t_16 = __pyx_t_15;
} else {
__pyx_t_16 = __pyx_t_4;
}
if (__pyx_t_16) {
122: omp_set_num_threads(< int > nthread)
/* "histogram.pyx":122
* if nthread is not None:
* if isinstance(nthread, int) and (nthread > 0):
* omp_set_num_threads(< int > nthread) # <<<<<<<<<<<<<<
*
* cdef double * bigCount = < double *> calloc(bins * omp_get_max_threads(), sizeof(double))
*/
__pyx_t_17 = __Pyx_PyInt_AsInt(__pyx_v_nthread); if (unlikely((__pyx_t_17 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
omp_set_num_threads(((int)__pyx_t_17));
goto __pyx_L8;
}
__pyx_L8:;
goto __pyx_L7;
}
__pyx_L7:;
123:
124: cdef double * bigCount = < double *> calloc(bins * omp_get_max_threads(), sizeof(double))
/* "histogram.pyx":124 * omp_set_num_threads(<int > nthread) * * cdef double * bigCount =<double *> calloc(bins * omp_get_max_threads(), sizeof(double)) #<<<<<<<<<<<<<<* cdef double * bigData =<double *> calloc(bins * omp_get_max_threads(), sizeof(double)) * if pixelSize_in_Pos is None: */ __pyx_v_bigCount = ((double *)calloc((__pyx_v_bins * omp_get_max_threads()), (sizeof(double))));
125: cdef double * bigData = < double *> calloc(bins * omp_get_max_threads(), sizeof(double))
/* "histogram.pyx":125 * * cdef double * bigCount =<double *> calloc(bins * omp_get_max_threads(), sizeof(double)) * cdef double * bigData =<double *> calloc(bins * omp_get_max_threads(), sizeof(double)) #<<<<<<<<<<<<<<* if pixelSize_in_Pos is None: * dbin = 0.5 */ __pyx_v_bigData = ((double *)calloc((__pyx_v_bins * omp_get_max_threads()), (sizeof(double))));
126: if pixelSize_in_Pos is None:
/* "histogram.pyx":126 * cdef double * bigCount =<double *> calloc(bins * omp_get_max_threads(), sizeof(double)) * cdef double * bigData =<double *> calloc(bins * omp_get_max_threads(), sizeof(double)) * if pixelSize_in_Pos is None: #<<<<<<<<<<<<<<* dbin = 0.5 * inv_dbin2 = 4.0 */ __pyx_t_16 = (__pyx_v_pixelSize_in_Pos == Py_None); if (__pyx_t_16) {
127: dbin = 0.5
/* "histogram.pyx":127
* cdef double * bigData = < double *> calloc(bins * omp_get_max_threads(), sizeof(double))
* if pixelSize_in_Pos is None:
* dbin = 0.5 # <<<<<<<<<<<<<<
* inv_dbin2 = 4.0
* elif isinstance(pixelSize_in_Pos, (int, float)):
*/
__pyx_v_dbin = 0.5;
128: inv_dbin2 = 4.0
/* "histogram.pyx":128
* if pixelSize_in_Pos is None:
* dbin = 0.5
* inv_dbin2 = 4.0 # <<<<<<<<<<<<<<
* elif isinstance(pixelSize_in_Pos, (int, float)):
* dbin = 0.5 * (< double > pixelSize_in_Pos) * inv_bin_width
*/
__pyx_v_inv_dbin2 = 4.0;
goto __pyx_L9;
}
129: elif isinstance(pixelSize_in_Pos, (int, float)):
/* "histogram.pyx":129 * dbin = 0.5 * inv_dbin2 = 4.0 * elif isinstance(pixelSize_in_Pos, (int, float)): #<<<<<<<<<<<<<<* dbin = 0.5 * (<double > pixelSize_in_Pos) * inv_bin_width * if dbin > 0.0: */ __Pyx_INCREF(__pyx_v_pixelSize_in_Pos); __pyx_t_3 = __pyx_v_pixelSize_in_Pos; __pyx_t_16 = PyInt_Check(__pyx_t_3); if (!__pyx_t_16) { __pyx_t_4 = PyFloat_Check(__pyx_t_3); __pyx_t_15 = __pyx_t_4; } else { __pyx_t_15 = __pyx_t_16; } __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; if (__pyx_t_15) {
130: dbin = 0.5 * (< double > pixelSize_in_Pos) * inv_bin_width
/* "histogram.pyx":130
* inv_dbin2 = 4.0
* elif isinstance(pixelSize_in_Pos, (int, float)):
* dbin = 0.5 * (< double > pixelSize_in_Pos) * inv_bin_width # <<<<<<<<<<<<<<
* if dbin > 0.0:
* inv_dbin2 = 1 / dbin / dbin
*/
__pyx_t_14 = __pyx_PyFloat_AsDouble(__pyx_v_pixelSize_in_Pos); if (unlikely((__pyx_t_14 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__pyx_v_dbin = ((0.5 * ((double)__pyx_t_14)) * __pyx_v_inv_bin_width);
131: if dbin > 0.0:
/* "histogram.pyx":131
* elif isinstance(pixelSize_in_Pos, (int, float)):
* dbin = 0.5 * (< double > pixelSize_in_Pos) * inv_bin_width
* if dbin > 0.0: # <<<<<<<<<<<<<<
* inv_dbin2 = 1 / dbin / dbin
* else:
*/
__pyx_t_15 = (__pyx_v_dbin > 0.0);
if (__pyx_t_15) {
132: inv_dbin2 = 1 / dbin / dbin
/* "histogram.pyx":132
* dbin = 0.5 * (< double > pixelSize_in_Pos) * inv_bin_width
* if dbin > 0.0:
* inv_dbin2 = 1 / dbin / dbin # <<<<<<<<<<<<<<
* else:
* inv_dbin2 = 0.0
*/
__pyx_v_inv_dbin2 = ((1.0 / __pyx_v_dbin) / __pyx_v_dbin);
goto __pyx_L10;
}
/*else*/ {
133: else:
134: inv_dbin2 = 0.0
/* "histogram.pyx":134
* inv_dbin2 = 1 / dbin / dbin
* else:
* inv_dbin2 = 0.0 # <<<<<<<<<<<<<<
* elif isinstance(pixelSize_in_Pos, numpy.ndarray):
* pass #TODO
*/
__pyx_v_inv_dbin2 = 0.0;
}
__pyx_L10:;
goto __pyx_L9;
}
135: elif isinstance(pixelSize_in_Pos, numpy.ndarray):
/* "histogram.pyx":135 * else: * inv_dbin2 = 0.0 * elif isinstance(pixelSize_in_Pos, numpy.ndarray): #<<<<<<<<<<<<<<* pass #TODO * */ __pyx_t_3 = ((PyObject *)((PyObject*)__pyx_ptype_5numpy_ndarray)); __Pyx_INCREF(__pyx_t_3); __pyx_t_15 = __Pyx_TypeCheck(__pyx_v_pixelSize_in_Pos, __pyx_t_3); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; if (__pyx_t_15) { goto __pyx_L9; } __pyx_L9:;
136: pass #TODO
137:
138: if isnan(dbin) or isnan(inv_dbin2):
/* "histogram.pyx":138 * pass #TODO * * if isnan(dbin) or isnan(inv_dbin2): #<<<<<<<<<<<<<<* dbin = 0.0 * inv_dbin2 = 0.0 */ __pyx_t_17 = isnan(__pyx_v_dbin); if (!__pyx_t_17) { __pyx_t_18 = isnan(__pyx_v_inv_dbin2); __pyx_t_15 = __pyx_t_18; } else { __pyx_t_15 = __pyx_t_17; } if (__pyx_t_15) {
139: dbin = 0.0
/* "histogram.pyx":139
*
* if isnan(dbin) or isnan(inv_dbin2):
* dbin = 0.0 # <<<<<<<<<<<<<<
* inv_dbin2 = 0.0
*
*/
__pyx_v_dbin = 0.0;
140: inv_dbin2 = 0.0
/* "histogram.pyx":140
* if isnan(dbin) or isnan(inv_dbin2):
* dbin = 0.0
* inv_dbin2 = 0.0 # <<<<<<<<<<<<<<
*
* with nogil:
*/
__pyx_v_inv_dbin2 = 0.0;
goto __pyx_L11;
}
__pyx_L11:;
141:
142: with nogil:
/* "histogram.pyx":142 * inv_dbin2 = 0.0 * * with nogil: #<<<<<<<<<<<<<<* for i in prange(size): * d = cdata[i] */ { #ifdef WITH_THREAD PyThreadState *_save = NULL; #endif Py_UNBLOCK_THREADS /*try:*/ { /* "histogram.pyx":142 * inv_dbin2 = 0.0 * * with nogil: #<<<<<<<<<<<<<<* for i in prange(size): * d = cdata[i] */ /*finally:*/ { Py_BLOCK_THREADS } }
143: for i in prange(size):
/* "histogram.pyx":143
*
* with nogil:
* for i in prange(size): # <<<<<<<<<<<<<<
* d = cdata[i]
* a = cpos[i]
*/
__pyx_t_5 = __pyx_v_size;
if (1 == 0) abort();
{
__pyx_t_20 = (__pyx_t_5 - 0) / 1;
if (__pyx_t_20 > 0)
{
__pyx_v_i = 0;
#ifdef _OPENMP
#pragma omp parallel
#endif /* _OPENMP */
{
#ifdef _OPENMP
#pragma omp for lastprivate(__pyx_v_dest) lastprivate(__pyx_v_dIntL) firstprivate(__pyx_v_i) lastprivate(__pyx_v_i) lastprivate(__pyx_v_dIntR) lastprivate(__pyx_v_bin) lastprivate(__pyx_v_dtmp) lastprivate(__pyx_v_a) lastprivate(__pyx_v_ffbin) lastprivate(__pyx_v_d) lastprivate(__pyx_v_fbin) lastprivate(__pyx_v_dInt)
#endif /* _OPENMP */
for (__pyx_t_19 = 0; __pyx_t_19 < __pyx_t_20; __pyx_t_19++){
{
__pyx_v_i = 0 + 1 * __pyx_t_19;
/* Initialize private variables to invalid values */
__pyx_v_dest = ((long)0xbad0bad0);
__pyx_v_dIntL = ((double)__PYX_NAN);
__pyx_v_dIntR = ((double)__PYX_NAN);
__pyx_v_bin = ((long)0xbad0bad0);
__pyx_v_dtmp = ((double)__PYX_NAN);
__pyx_v_a = ((double)__PYX_NAN);
__pyx_v_ffbin = ((double)__PYX_NAN);
__pyx_v_d = ((double)__PYX_NAN);
__pyx_v_fbin = ((double)__PYX_NAN);
__pyx_v_dInt = ((double)__PYX_NAN);
144: d = cdata[i]
/* "histogram.pyx":144
* with nogil:
* for i in prange(size):
* d = cdata[i] # <<<<<<<<<<<<<<
* a = cpos[i]
* if (a < bin_edge_min) or (a > bin_edge_max):
*/
__pyx_t_21 = __pyx_v_i;
__pyx_v_d = (*__Pyx_BufPtrStrided1d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_cdata.buf, __pyx_t_21, __pyx_bstride_0_cdata));
145: a = cpos[i]
/* "histogram.pyx":145
* for i in prange(size):
* d = cdata[i]
* a = cpos[i] # <<<<<<<<<<<<<<
* if (a < bin_edge_min) or (a > bin_edge_max):
* continue
*/
__pyx_t_22 = __pyx_v_i;
__pyx_v_a = (*__Pyx_BufPtrStrided1d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_cpos.buf, __pyx_t_22, __pyx_bstride_0_cpos));
146: if (a < bin_edge_min) or (a > bin_edge_max):
/* "histogram.pyx":146
* d = cdata[i]
* a = cpos[i]
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* continue
* fbin = (a - bin_edge_min) * inv_bin_width
*/
__pyx_t_15 = (__pyx_v_a < __pyx_v_bin_edge_min);
if (!__pyx_t_15) {
__pyx_t_16 = (__pyx_v_a > __pyx_v_bin_edge_max);
__pyx_t_4 = __pyx_t_16;
} else {
__pyx_t_4 = __pyx_t_15;
}
if (__pyx_t_4) {
147: continue
/* "histogram.pyx":147
* a = cpos[i]
* if (a < bin_edge_min) or (a > bin_edge_max):
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* fbin = (a - bin_edge_min) * inv_bin_width
* ffbin = floor(fbin)
*/
goto __pyx_L15_continue;
goto __pyx_L19;
}
__pyx_L19:;
148: fbin = (a - bin_edge_min) * inv_bin_width
/* "histogram.pyx":148
* if (a < bin_edge_min) or (a > bin_edge_max):
* continue
* fbin = (a - bin_edge_min) * inv_bin_width # <<<<<<<<<<<<<<
* ffbin = floor(fbin)
* bin = < long > ffbin
*/
__pyx_v_fbin = ((__pyx_v_a - __pyx_v_bin_edge_min) * __pyx_v_inv_bin_width);
149: ffbin = floor(fbin)
/* "histogram.pyx":149
* continue
* fbin = (a - bin_edge_min) * inv_bin_width
* ffbin = floor(fbin) # <<<<<<<<<<<<<<
* bin = < long > ffbin
* dest = omp_get_thread_num() * bins + bin
*/
__pyx_v_ffbin = floor(__pyx_v_fbin);
150: bin = < long > ffbin
/* "histogram.pyx":150
* fbin = (a - bin_edge_min) * inv_bin_width
* ffbin = floor(fbin)
* bin = < long > ffbin # <<<<<<<<<<<<<<
* dest = omp_get_thread_num() * bins + bin
* dInt = 1.0
*/
__pyx_v_bin = ((long)__pyx_v_ffbin);
151: dest = omp_get_thread_num() * bins + bin
/* "histogram.pyx":151
* ffbin = floor(fbin)
* bin = < long > ffbin
* dest = omp_get_thread_num() * bins + bin # <<<<<<<<<<<<<<
* dInt = 1.0
* if bin > 0 :
*/
__pyx_v_dest = ((omp_get_thread_num() * __pyx_v_bins) + __pyx_v_bin);
152: dInt = 1.0
/* "histogram.pyx":152
* bin = < long > ffbin
* dest = omp_get_thread_num() * bins + bin
* dInt = 1.0 # <<<<<<<<<<<<<<
* if bin > 0 :
* dtmp = ffbin - (fbin - dbin)
*/
__pyx_v_dInt = 1.0;
153: if bin > 0 :
/* "histogram.pyx":153
* dest = omp_get_thread_num() * bins + bin
* dInt = 1.0
* if bin > 0 : # <<<<<<<<<<<<<<
* dtmp = ffbin - (fbin - dbin)
* if dtmp > 0:
*/
__pyx_t_4 = (__pyx_v_bin > 0);
if (__pyx_t_4) {
154: dtmp = ffbin - (fbin - dbin)
/* "histogram.pyx":154
* dInt = 1.0
* if bin > 0 :
* dtmp = ffbin - (fbin - dbin) # <<<<<<<<<<<<<<
* if dtmp > 0:
* dIntL = 0.5 * dtmp * dtmp * inv_dbin2
*/
__pyx_v_dtmp = (__pyx_v_ffbin - (__pyx_v_fbin - __pyx_v_dbin));
155: if dtmp > 0:
/* "histogram.pyx":155
* if bin > 0 :
* dtmp = ffbin - (fbin - dbin)
* if dtmp > 0: # <<<<<<<<<<<<<<
* dIntL = 0.5 * dtmp * dtmp * inv_dbin2
* dInt = dInt - dIntL
*/
__pyx_t_4 = (__pyx_v_dtmp > 0.0);
if (__pyx_t_4) {
156: dIntL = 0.5 * dtmp * dtmp * inv_dbin2
/* "histogram.pyx":156
* dtmp = ffbin - (fbin - dbin)
* if dtmp > 0:
* dIntL = 0.5 * dtmp * dtmp * inv_dbin2 # <<<<<<<<<<<<<<
* dInt = dInt - dIntL
* bigCount[dest - 1] += dIntL
*/
__pyx_v_dIntL = (((0.5 * __pyx_v_dtmp) * __pyx_v_dtmp) * __pyx_v_inv_dbin2);
157: dInt = dInt - dIntL
/* "histogram.pyx":157
* if dtmp > 0:
* dIntL = 0.5 * dtmp * dtmp * inv_dbin2
* dInt = dInt - dIntL # <<<<<<<<<<<<<<
* bigCount[dest - 1] += dIntL
* bigData[dest - 1] += d * dIntL
*/
__pyx_v_dInt = (__pyx_v_dInt - __pyx_v_dIntL);
158: bigCount[dest - 1] += dIntL
/* "histogram.pyx":158
* dIntL = 0.5 * dtmp * dtmp * inv_dbin2
* dInt = dInt - dIntL
* bigCount[dest - 1] += dIntL # <<<<<<<<<<<<<<
* bigData[dest - 1] += d * dIntL
*
*/
__pyx_t_23 = (__pyx_v_dest - 1);
(__pyx_v_bigCount[__pyx_t_23]) = ((__pyx_v_bigCount[__pyx_t_23]) + __pyx_v_dIntL);
159: bigData[dest - 1] += d * dIntL
/* "histogram.pyx":159
* dInt = dInt - dIntL
* bigCount[dest - 1] += dIntL
* bigData[dest - 1] += d * dIntL # <<<<<<<<<<<<<<
*
* if bin < bins - 1 :
*/
__pyx_t_23 = (__pyx_v_dest - 1);
(__pyx_v_bigData[__pyx_t_23]) = ((__pyx_v_bigData[__pyx_t_23]) + (__pyx_v_d * __pyx_v_dIntL));
goto __pyx_L21;
}
__pyx_L21:;
goto __pyx_L20;
}
__pyx_L20:;
160:
161: if bin < bins - 1 :
/* "histogram.pyx":161
* bigData[dest - 1] += d * dIntL
*
* if bin < bins - 1 : # <<<<<<<<<<<<<<
* dtmp = fbin + dbin - ffbin - 1
* if dtmp > 0 :
*/
__pyx_t_4 = (__pyx_v_bin < (__pyx_v_bins - 1));
if (__pyx_t_4) {
162: dtmp = fbin + dbin - ffbin - 1
/* "histogram.pyx":162
*
* if bin < bins - 1 :
* dtmp = fbin + dbin - ffbin - 1 # <<<<<<<<<<<<<<
* if dtmp > 0 :
* dIntR = 0.5 * dtmp * dtmp * inv_dbin2
*/
__pyx_v_dtmp = (((__pyx_v_fbin + __pyx_v_dbin) - __pyx_v_ffbin) - 1.0);
163: if dtmp > 0 :
/* "histogram.pyx":163
* if bin < bins - 1 :
* dtmp = fbin + dbin - ffbin - 1
* if dtmp > 0 : # <<<<<<<<<<<<<<
* dIntR = 0.5 * dtmp * dtmp * inv_dbin2
* dInt = dInt - dIntR
*/
__pyx_t_4 = (__pyx_v_dtmp > 0.0);
if (__pyx_t_4) {
164: dIntR = 0.5 * dtmp * dtmp * inv_dbin2
/* "histogram.pyx":164
* dtmp = fbin + dbin - ffbin - 1
* if dtmp > 0 :
* dIntR = 0.5 * dtmp * dtmp * inv_dbin2 # <<<<<<<<<<<<<<
* dInt = dInt - dIntR
* bigCount[dest + 1] += dIntR
*/
__pyx_v_dIntR = (((0.5 * __pyx_v_dtmp) * __pyx_v_dtmp) * __pyx_v_inv_dbin2);
165: dInt = dInt - dIntR
/* "histogram.pyx":165
* if dtmp > 0 :
* dIntR = 0.5 * dtmp * dtmp * inv_dbin2
* dInt = dInt - dIntR # <<<<<<<<<<<<<<
* bigCount[dest + 1] += dIntR
* bigData[dest + 1] += d * dIntR
*/
__pyx_v_dInt = (__pyx_v_dInt - __pyx_v_dIntR);
166: bigCount[dest + 1] += dIntR
/* "histogram.pyx":166
* dIntR = 0.5 * dtmp * dtmp * inv_dbin2
* dInt = dInt - dIntR
* bigCount[dest + 1] += dIntR # <<<<<<<<<<<<<<
* bigData[dest + 1] += d * dIntR
* bigCount[dest] += dInt
*/
__pyx_t_23 = (__pyx_v_dest + 1);
(__pyx_v_bigCount[__pyx_t_23]) = ((__pyx_v_bigCount[__pyx_t_23]) + __pyx_v_dIntR);
167: bigData[dest + 1] += d * dIntR
/* "histogram.pyx":167
* dInt = dInt - dIntR
* bigCount[dest + 1] += dIntR
* bigData[dest + 1] += d * dIntR # <<<<<<<<<<<<<<
* bigCount[dest] += dInt
* bigData[dest] += d * dInt
*/
__pyx_t_23 = (__pyx_v_dest + 1);
(__pyx_v_bigData[__pyx_t_23]) = ((__pyx_v_bigData[__pyx_t_23]) + (__pyx_v_d * __pyx_v_dIntR));
goto __pyx_L23;
}
__pyx_L23:;
goto __pyx_L22;
}
__pyx_L22:;
168: bigCount[dest] += dInt
/* "histogram.pyx":168
* bigCount[dest + 1] += dIntR
* bigData[dest + 1] += d * dIntR
* bigCount[dest] += dInt # <<<<<<<<<<<<<<
* bigData[dest] += d * dInt
*
*/
__pyx_t_23 = __pyx_v_dest;
(__pyx_v_bigCount[__pyx_t_23]) = ((__pyx_v_bigCount[__pyx_t_23]) + __pyx_v_dInt);
169: bigData[dest] += d * dInt
/* "histogram.pyx":169
* bigData[dest + 1] += d * dIntR
* bigCount[dest] += dInt
* bigData[dest] += d * dInt # <<<<<<<<<<<<<<
*
* for idx in prange(bins):
*/
__pyx_t_23 = __pyx_v_dest;
(__pyx_v_bigData[__pyx_t_23]) = ((__pyx_v_bigData[__pyx_t_23]) + (__pyx_v_d * __pyx_v_dInt));
goto __pyx_L25;
__pyx_L15_continue:;
goto __pyx_L25;
__pyx_L25:;
}
}
}
}
}
170:
171: for idx in prange(bins):
/* "histogram.pyx":171
* bigData[dest] += d * dInt
*
* for idx in prange(bins): # <<<<<<<<<<<<<<
* outPos[idx] = bin_edge_min + (0.5 +< double > idx) * bin_width
* tmp_count = 0.0
*/
__pyx_t_20 = __pyx_v_bins;
if (1 == 0) abort();
{
__pyx_t_5 = (__pyx_t_20 - 0) / 1;
if (__pyx_t_5 > 0)
{
__pyx_v_idx = 0;
#ifdef _OPENMP
#pragma omp parallel
#endif /* _OPENMP */
{
#ifdef _OPENMP
#pragma omp for reduction(+:__pyx_v_tmp_count) reduction(+:__pyx_v_tmp_data) lastprivate(__pyx_v_t) firstprivate(__pyx_v_idx) lastprivate(__pyx_v_idx) lastprivate(__pyx_v_dest)
#endif /* _OPENMP */
for (__pyx_t_19 = 0; __pyx_t_19 < __pyx_t_5; __pyx_t_19++){
{
__pyx_v_idx = 0 + 1 * __pyx_t_19;
/* Initialize private variables to invalid values */
__pyx_v_t = ((long)0xbad0bad0);
__pyx_v_dest = ((long)0xbad0bad0);
172: outPos[idx] = bin_edge_min + (0.5 +< double > idx) * bin_width
/* "histogram.pyx":172
*
* for idx in prange(bins):
* outPos[idx] = bin_edge_min + (0.5 +< double > idx) * bin_width # <<<<<<<<<<<<<<
* tmp_count = 0.0
* tmp_data = 0.0
*/
__pyx_t_23 = __pyx_v_idx;
*__Pyx_BufPtrStrided1d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outPos.buf, __pyx_t_23, __pyx_bstride_0_outPos) = (__pyx_v_bin_edge_min + ((0.5 + ((double)__pyx_v_idx)) * __pyx_v_bin_width));
173: tmp_count = 0.0
/* "histogram.pyx":173
* for idx in prange(bins):
* outPos[idx] = bin_edge_min + (0.5 +< double > idx) * bin_width
* tmp_count = 0.0 # <<<<<<<<<<<<<<
* tmp_data = 0.0
* for t in range(omp_get_max_threads()):
*/
__pyx_v_tmp_count = 0.0;
174: tmp_data = 0.0
/* "histogram.pyx":174
* outPos[idx] = bin_edge_min + (0.5 +< double > idx) * bin_width
* tmp_count = 0.0
* tmp_data = 0.0 # <<<<<<<<<<<<<<
* for t in range(omp_get_max_threads()):
* dest = t * bins + idx
*/
__pyx_v_tmp_data = 0.0;
175: for t in range(omp_get_max_threads()):
/* "histogram.pyx":175
* tmp_count = 0.0
* tmp_data = 0.0
* for t in range(omp_get_max_threads()): # <<<<<<<<<<<<<<
* dest = t * bins + idx
* tmp_count += bigCount[dest]
*/
__pyx_t_17 = omp_get_max_threads();
for (__pyx_t_24 = 0; __pyx_t_24 < __pyx_t_17; __pyx_t_24+=1) {
__pyx_v_t = __pyx_t_24;
176: dest = t * bins + idx
/* "histogram.pyx":176
* tmp_data = 0.0
* for t in range(omp_get_max_threads()):
* dest = t * bins + idx # <<<<<<<<<<<<<<
* tmp_count += bigCount[dest]
* tmp_data += bigData[dest]
*/
__pyx_v_dest = ((__pyx_v_t * __pyx_v_bins) + __pyx_v_idx);
177: tmp_count += bigCount[dest]
/* "histogram.pyx":177
* for t in range(omp_get_max_threads()):
* dest = t * bins + idx
* tmp_count += bigCount[dest] # <<<<<<<<<<<<<<
* tmp_data += bigData[dest]
* outCount[idx] += tmp_count
*/
__pyx_v_tmp_count = (__pyx_v_tmp_count + (__pyx_v_bigCount[__pyx_v_dest]));
178: tmp_data += bigData[dest]
/* "histogram.pyx":178
* dest = t * bins + idx
* tmp_count += bigCount[dest]
* tmp_data += bigData[dest] # <<<<<<<<<<<<<<
* outCount[idx] += tmp_count
* outData[idx] += tmp_data
*/
__pyx_v_tmp_data = (__pyx_v_tmp_data + (__pyx_v_bigData[__pyx_v_dest]));
}
179: outCount[idx] += tmp_count
/* "histogram.pyx":179
* tmp_count += bigCount[dest]
* tmp_data += bigData[dest]
* outCount[idx] += tmp_count # <<<<<<<<<<<<<<
* outData[idx] += tmp_data
* if outCount[idx] > epsilon:
*/
__pyx_t_24 = __pyx_v_idx;
*__Pyx_BufPtrStrided1d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_24, __pyx_bstride_0_outCount) += __pyx_v_tmp_count;
180: outData[idx] += tmp_data
/* "histogram.pyx":180
* tmp_data += bigData[dest]
* outCount[idx] += tmp_count
* outData[idx] += tmp_data # <<<<<<<<<<<<<<
* if outCount[idx] > epsilon:
* outMerge[idx] += tmp_data / tmp_count
*/
__pyx_t_25 = __pyx_v_idx;
*__Pyx_BufPtrStrided1d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_25, __pyx_bstride_0_outData) += __pyx_v_tmp_data;
181: if outCount[idx] > epsilon:
/* "histogram.pyx":181
* outCount[idx] += tmp_count
* outData[idx] += tmp_data
* if outCount[idx] > epsilon: # <<<<<<<<<<<<<<
* outMerge[idx] += tmp_data / tmp_count
* else:
*/
__pyx_t_26 = __pyx_v_idx;
__pyx_t_4 = ((*__Pyx_BufPtrStrided1d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_26, __pyx_bstride_0_outCount)) > __pyx_v_epsilon);
if (__pyx_t_4) {
182: outMerge[idx] += tmp_data / tmp_count
/* "histogram.pyx":182
* outData[idx] += tmp_data
* if outCount[idx] > epsilon:
* outMerge[idx] += tmp_data / tmp_count # <<<<<<<<<<<<<<
* else:
* outMerge[idx] += dummy
*/
__pyx_t_27 = __pyx_v_idx;
*__Pyx_BufPtrStrided1d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outMerge.buf, __pyx_t_27, __pyx_bstride_0_outMerge) += (__pyx_v_tmp_data / __pyx_v_tmp_count);
goto __pyx_L32;
}
/*else*/ {
183: else:
184: outMerge[idx] += dummy
/* "histogram.pyx":184
* outMerge[idx] += tmp_data / tmp_count
* else:
* outMerge[idx] += dummy # <<<<<<<<<<<<<<
*
* free(bigCount)
*/
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*__Pyx_BufPtrStrided1d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outMerge.buf, __pyx_t_28, __pyx_bstride_0_outMerge) += __pyx_v_dummy;
}
__pyx_L32:;
}
}
}
}
}
}
185:
186: free(bigCount)
/* "histogram.pyx":186 * outMerge[idx] += dummy * * free(bigCount) #<<<<<<<<<<<<<<* free(bigData) * return outPos, outMerge, outData, outCount */ free(__pyx_v_bigCount);
187: free(bigData)
/* "histogram.pyx":187 * * free(bigCount) * free(bigData) #<<<<<<<<<<<<<<* return outPos, outMerge, outData, outCount * */ free(__pyx_v_bigData);
188: return outPos, outMerge, outData, outCount
/* "histogram.pyx":188 * free(bigCount) * free(bigData) * return outPos, outMerge, outData, outCount #<<<<<<<<<<<<<<* * */ __Pyx_XDECREF(__pyx_r); __pyx_t_3 = PyTuple_New(4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_3)); __Pyx_INCREF(((PyObject *)__pyx_v_outPos)); PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_v_outPos)); __Pyx_GIVEREF(((PyObject *)__pyx_v_outPos)); __Pyx_INCREF(((PyObject *)__pyx_v_outMerge)); PyTuple_SET_ITEM(__pyx_t_3, 1, ((PyObject *)__pyx_v_outMerge)); __Pyx_GIVEREF(((PyObject *)__pyx_v_outMerge)); __Pyx_INCREF(((PyObject *)__pyx_v_outData)); PyTuple_SET_ITEM(__pyx_t_3, 2, ((PyObject *)__pyx_v_outData)); __Pyx_GIVEREF(((PyObject *)__pyx_v_outData)); __Pyx_INCREF(((PyObject *)__pyx_v_outCount)); PyTuple_SET_ITEM(__pyx_t_3, 3, ((PyObject *)__pyx_v_outCount)); __Pyx_GIVEREF(((PyObject *)__pyx_v_outCount)); __pyx_r = ((PyObject *)__pyx_t_3); __pyx_t_3 = 0; goto __pyx_L0; __pyx_r = Py_None; __Pyx_INCREF(Py_None); goto __pyx_L0; __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_1); __Pyx_XDECREF(__pyx_t_2); __Pyx_XDECREF(__pyx_t_3); __Pyx_XDECREF(__pyx_t_8); { PyObject *__pyx_type, *__pyx_value, *__pyx_tb; __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_outPos); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_outMerge); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_outCount); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_cdata); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_cpos); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_temp); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_outData); __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);} __Pyx_AddTraceback("histogram.histogram", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; goto __pyx_L2; __pyx_L0:; __Pyx_SafeReleaseBuffer(&__pyx_bstruct_outPos); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_outMerge); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_outCount); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_cdata); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_cpos); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_temp); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_outData); __pyx_L2:; __Pyx_XDECREF((PyObject *)__pyx_v_cpos); __Pyx_XDECREF((PyObject *)__pyx_v_cdata); __Pyx_XDECREF((PyObject *)__pyx_v_outData); __Pyx_XDECREF((PyObject *)__pyx_v_outCount); __Pyx_XDECREF((PyObject *)__pyx_v_outMerge); __Pyx_XDECREF((PyObject *)__pyx_v_outPos); __Pyx_XDECREF((PyObject *)__pyx_v_temp); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; }
189:
190:
191: @cython.cdivision(True)
192: @cython.boundscheck(False)
193: @cython.wraparound(False)
194: def histogram2d(numpy.ndarray pos0 not None,
/* "histogram.pyx":194 * @cython.boundscheck(False) * @cython.wraparound(False) * def histogram2d(numpy.ndarray pos0 not None, #<<<<<<<<<<<<<<* numpy.ndarray pos1 not None, * bins not None, */ static PyObject *__pyx_pf_9histogram_1histogram2d(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ static char __pyx_doc_9histogram_1histogram2d[] = "\n Calculate 2D histogram of pos0,pos1 weighted by weights\n\n @param pos0: 2Theta array\n @param pos1: Chi array\n @param weights: array with intensities\n @param bins: number of output bins int or 2-tuple of int\n @param nthread: maximum number of thread to use. By default: maximum available. \n One can also limit this with OMP_NUM_THREADS environment variable\n\n \n @return I, edges0, edges1, weighted histogram(2D), unweighted histogram (2D)\n "; static PyMethodDef __pyx_mdef_9histogram_1histogram2d = {__Pyx_NAMESTR("histogram2d"), (PyCFunction)__pyx_pf_9histogram_1histogram2d, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_9histogram_1histogram2d)}; static PyObject *__pyx_pf_9histogram_1histogram2d(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { PyArrayObject *__pyx_v_pos0 = 0; PyArrayObject *__pyx_v_pos1 = 0; PyObject *__pyx_v_bins = 0; PyArrayObject *__pyx_v_weights = 0; PyObject *__pyx_v_split = 0; PyObject *__pyx_v_nthread = 0; double __pyx_v_dummy; long __pyx_v_bin0; long __pyx_v_bin1; long __pyx_v_i; long __pyx_v_j; long __pyx_v_b0; long __pyx_v_b1; long __pyx_v_size; int __pyx_v_csplit; PyArrayObject *__pyx_v_cpos0 = 0; PyArrayObject *__pyx_v_cpos1 = 0; PyArrayObject *__pyx_v_data = 0; PyArrayObject *__pyx_v_outData = 0; 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201: """
202: Calculate 2D histogram of pos0,pos1 weighted by weights
203:
204: @param pos0: 2Theta array
205: @param pos1: Chi array
206: @param weights: array with intensities
207: @param bins: number of output bins int or 2-tuple of int
208: @param nthread: maximum number of thread to use. By default: maximum available.
209: One can also limit this with OMP_NUM_THREADS environment variable
210:
211:
212: @return I, edges0, edges1, weighted histogram(2D), unweighted histogram (2D)
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235: cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] edges1 = numpy.zeros(bin1, dtype="float64")
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236: cdef double min0 = pos0.min()
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245: if isinstance(nthread, int) and (nthread > 0):
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/* "histogram.pyx":246
* if nthread is not None:
* if isinstance(nthread, int) and (nthread > 0):
* omp_set_num_threads(< int > nthread) # <<<<<<<<<<<<<<
* with nogil:
* for i in prange(bin0):
*/
__pyx_t_10 = __Pyx_PyInt_AsInt(__pyx_v_nthread); if (unlikely((__pyx_t_10 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 246; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
omp_set_num_threads(((int)__pyx_t_10));
goto __pyx_L19;
}
__pyx_L19:;
goto __pyx_L18;
}
__pyx_L18:;
247: with nogil:
/* "histogram.pyx":247 * if isinstance(nthread, int) and (nthread > 0): * omp_set_num_threads(<int > nthread) * with nogil: #<<<<<<<<<<<<<<* for i in prange(bin0): * edges0[i] = min0 + (0.5 +<double > i) / idp0 */ { #ifdef WITH_THREAD PyThreadState *_save = NULL; #endif Py_UNBLOCK_THREADS /*try:*/ { /* "histogram.pyx":247 * if isinstance(nthread, int) and (nthread > 0): * omp_set_num_threads(<int > nthread) * with nogil: #<<<<<<<<<<<<<<* for i in prange(bin0): * edges0[i] = min0 + (0.5 +<double > i) / idp0 */ /*finally:*/ { Py_BLOCK_THREADS } }
248: for i in prange(bin0):
/* "histogram.pyx":248
* omp_set_num_threads(< int > nthread)
* with nogil:
* for i in prange(bin0): # <<<<<<<<<<<<<<
* edges0[i] = min0 + (0.5 +< double > i) / idp0
* for i in prange(bin1):
*/
__pyx_t_9 = __pyx_v_bin0;
if (1 == 0) abort();
{
__pyx_t_23 = (__pyx_t_9 - 0) / 1;
if (__pyx_t_23 > 0)
{
__pyx_v_i = 0;
#ifdef _OPENMP
#pragma omp parallel
#endif /* _OPENMP */
{
#ifdef _OPENMP
#pragma omp for firstprivate(__pyx_v_i) lastprivate(__pyx_v_i)
#endif /* _OPENMP */
for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_23; __pyx_t_5++){
{
__pyx_v_i = 0 + 1 * __pyx_t_5;
249: edges0[i] = min0 + (0.5 +< double > i) / idp0
/* "histogram.pyx":249
* with nogil:
* for i in prange(bin0):
* edges0[i] = min0 + (0.5 +< double > i) / idp0 # <<<<<<<<<<<<<<
* for i in prange(bin1):
* edges1[i] = min1 + (0.5 +< double > i) / idp1
*/
__pyx_t_24 = __pyx_v_i;
*__Pyx_BufPtrStrided1d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_edges0.buf, __pyx_t_24, __pyx_bstride_0_edges0) = (__pyx_v_min0 + ((0.5 + ((double)__pyx_v_i)) / __pyx_v_idp0));
}
}
}
}
}
250: for i in prange(bin1):
/* "histogram.pyx":250
* for i in prange(bin0):
* edges0[i] = min0 + (0.5 +< double > i) / idp0
* for i in prange(bin1): # <<<<<<<<<<<<<<
* edges1[i] = min1 + (0.5 +< double > i) / idp1
* for i in range(size):
*/
__pyx_t_23 = __pyx_v_bin1;
if (1 == 0) abort();
{
__pyx_t_9 = (__pyx_t_23 - 0) / 1;
if (__pyx_t_9 > 0)
{
__pyx_v_i = 0;
#ifdef _OPENMP
#pragma omp parallel
#endif /* _OPENMP */
{
#ifdef _OPENMP
#pragma omp for firstprivate(__pyx_v_i) lastprivate(__pyx_v_i)
#endif /* _OPENMP */
for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_9; __pyx_t_5++){
{
__pyx_v_i = 0 + 1 * __pyx_t_5;
251: edges1[i] = min1 + (0.5 +< double > i) / idp1
/* "histogram.pyx":251
* edges0[i] = min0 + (0.5 +< double > i) / idp0
* for i in prange(bin1):
* edges1[i] = min1 + (0.5 +< double > i) / idp1 # <<<<<<<<<<<<<<
* for i in range(size):
* p0 = cpos0[i]
*/
__pyx_t_25 = __pyx_v_i;
*__Pyx_BufPtrStrided1d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_edges1.buf, __pyx_t_25, __pyx_bstride_0_edges1) = (__pyx_v_min1 + ((0.5 + ((double)__pyx_v_i)) / __pyx_v_idp1));
}
}
}
}
}
252: for i in range(size):
/* "histogram.pyx":252
* for i in prange(bin1):
* edges1[i] = min1 + (0.5 +< double > i) / idp1
* for i in range(size): # <<<<<<<<<<<<<<
* p0 = cpos0[i]
* p1 = cpos1[i]
*/
__pyx_t_9 = __pyx_v_size;
for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_9; __pyx_t_5+=1) {
__pyx_v_i = __pyx_t_5;
253: p0 = cpos0[i]
/* "histogram.pyx":253
* edges1[i] = min1 + (0.5 +< double > i) / idp1
* for i in range(size):
* p0 = cpos0[i] # <<<<<<<<<<<<<<
* p1 = cpos1[i]
* d = data[i]
*/
__pyx_t_23 = __pyx_v_i;
__pyx_v_p0 = (*__Pyx_BufPtrStrided1d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_cpos0.buf, __pyx_t_23, __pyx_bstride_0_cpos0));
254: p1 = cpos1[i]
/* "histogram.pyx":254
* for i in range(size):
* p0 = cpos0[i]
* p1 = cpos1[i] # <<<<<<<<<<<<<<
* d = data[i]
* fbin0 = (p0 - min0) * idp0
*/
__pyx_t_26 = __pyx_v_i;
__pyx_v_p1 = (*__Pyx_BufPtrStrided1d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_cpos1.buf, __pyx_t_26, __pyx_bstride_0_cpos1));
255: d = data[i]
/* "histogram.pyx":255
* p0 = cpos0[i]
* p1 = cpos1[i]
* d = data[i] # <<<<<<<<<<<<<<
* fbin0 = (p0 - min0) * idp0
* fbin1 = (p1 - min1) * idp1
*/
__pyx_t_27 = __pyx_v_i;
__pyx_v_d = (*__Pyx_BufPtrStrided1d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_data.buf, __pyx_t_27, __pyx_bstride_0_data));
256: fbin0 = (p0 - min0) * idp0
/* "histogram.pyx":256
* p1 = cpos1[i]
* d = data[i]
* fbin0 = (p0 - min0) * idp0 # <<<<<<<<<<<<<<
* fbin1 = (p1 - min1) * idp1
* b0 = < long > floor(fbin0)
*/
__pyx_v_fbin0 = ((__pyx_v_p0 - __pyx_v_min0) * __pyx_v_idp0);
257: fbin1 = (p1 - min1) * idp1
/* "histogram.pyx":257
* d = data[i]
* fbin0 = (p0 - min0) * idp0
* fbin1 = (p1 - min1) * idp1 # <<<<<<<<<<<<<<
* b0 = < long > floor(fbin0)
* b1 = < long > floor(fbin1)
*/
__pyx_v_fbin1 = ((__pyx_v_p1 - __pyx_v_min1) * __pyx_v_idp1);
258: b0 = < long > floor(fbin0)
/* "histogram.pyx":258
* fbin0 = (p0 - min0) * idp0
* fbin1 = (p1 - min1) * idp1
* b0 = < long > floor(fbin0) # <<<<<<<<<<<<<<
* b1 = < long > floor(fbin1)
* if b0 == bin0:
*/
__pyx_v_b0 = ((long)floor(__pyx_v_fbin0));
259: b1 = < long > floor(fbin1)
/* "histogram.pyx":259
* fbin1 = (p1 - min1) * idp1
* b0 = < long > floor(fbin0)
* b1 = < long > floor(fbin1) # <<<<<<<<<<<<<<
* if b0 == bin0:
* b0 = bin0 - 1
*/
__pyx_v_b1 = ((long)floor(__pyx_v_fbin1));
260: if b0 == bin0:
/* "histogram.pyx":260
* b0 = < long > floor(fbin0)
* b1 = < long > floor(fbin1)
* if b0 == bin0: # <<<<<<<<<<<<<<
* b0 = bin0 - 1
* fbin0 = (< double > bin0) - 0.5
*/
__pyx_t_22 = (__pyx_v_b0 == __pyx_v_bin0);
if (__pyx_t_22) {
261: b0 = bin0 - 1
/* "histogram.pyx":261
* b1 = < long > floor(fbin1)
* if b0 == bin0:
* b0 = bin0 - 1 # <<<<<<<<<<<<<<
* fbin0 = (< double > bin0) - 0.5
* elif b0 == 0:
*/
__pyx_v_b0 = (__pyx_v_bin0 - 1);
262: fbin0 = (< double > bin0) - 0.5
/* "histogram.pyx":262
* if b0 == bin0:
* b0 = bin0 - 1
* fbin0 = (< double > bin0) - 0.5 # <<<<<<<<<<<<<<
* elif b0 == 0:
* fbin0 = 0.5
*/
__pyx_v_fbin0 = (((double)__pyx_v_bin0) - 0.5);
goto __pyx_L37;
}
263: elif b0 == 0:
/* "histogram.pyx":263
* b0 = bin0 - 1
* fbin0 = (< double > bin0) - 0.5
* elif b0 == 0: # <<<<<<<<<<<<<<
* fbin0 = 0.5
* if b1 == bin1:
*/
__pyx_t_22 = (__pyx_v_b0 == 0);
if (__pyx_t_22) {
264: fbin0 = 0.5
/* "histogram.pyx":264
* fbin0 = (< double > bin0) - 0.5
* elif b0 == 0:
* fbin0 = 0.5 # <<<<<<<<<<<<<<
* if b1 == bin1:
* b1 = bin1 - 1
*/
__pyx_v_fbin0 = 0.5;
goto __pyx_L37;
}
__pyx_L37:;
265: if b1 == bin1:
/* "histogram.pyx":265
* elif b0 == 0:
* fbin0 = 0.5
* if b1 == bin1: # <<<<<<<<<<<<<<
* b1 = bin1 - 1
* fbin1 = (< double > bin1) - 0.5
*/
__pyx_t_22 = (__pyx_v_b1 == __pyx_v_bin1);
if (__pyx_t_22) {
266: b1 = bin1 - 1
/* "histogram.pyx":266
* fbin0 = 0.5
* if b1 == bin1:
* b1 = bin1 - 1 # <<<<<<<<<<<<<<
* fbin1 = (< double > bin1) - 0.5
* elif b1 == 0:
*/
__pyx_v_b1 = (__pyx_v_bin1 - 1);
267: fbin1 = (< double > bin1) - 0.5
/* "histogram.pyx":267
* if b1 == bin1:
* b1 = bin1 - 1
* fbin1 = (< double > bin1) - 0.5 # <<<<<<<<<<<<<<
* elif b1 == 0:
* fbin1 = 0.5
*/
__pyx_v_fbin1 = (((double)__pyx_v_bin1) - 0.5);
goto __pyx_L38;
}
268: elif b1 == 0:
/* "histogram.pyx":268
* b1 = bin1 - 1
* fbin1 = (< double > bin1) - 0.5
* elif b1 == 0: # <<<<<<<<<<<<<<
* fbin1 = 0.5
*
*/
__pyx_t_22 = (__pyx_v_b1 == 0);
if (__pyx_t_22) {
269: fbin1 = 0.5
/* "histogram.pyx":269
* fbin1 = (< double > bin1) - 0.5
* elif b1 == 0:
* fbin1 = 0.5 # <<<<<<<<<<<<<<
*
* delta0l = fbin0 -< double > b0 - dbin0
*/
__pyx_v_fbin1 = 0.5;
goto __pyx_L38;
}
__pyx_L38:;
270:
271: delta0l = fbin0 -< double > b0 - dbin0
/* "histogram.pyx":271
* fbin1 = 0.5
*
* delta0l = fbin0 -< double > b0 - dbin0 # <<<<<<<<<<<<<<
* delta0r = fbin0 -< double > b0 - 1 + dbin0
* delta1l = fbin1 -< double > b1 - dbin1
*/
__pyx_v_delta0l = ((__pyx_v_fbin0 - ((double)__pyx_v_b0)) - __pyx_v_dbin0);
272: delta0r = fbin0 -< double > b0 - 1 + dbin0
/* "histogram.pyx":272
*
* delta0l = fbin0 -< double > b0 - dbin0
* delta0r = fbin0 -< double > b0 - 1 + dbin0 # <<<<<<<<<<<<<<
* delta1l = fbin1 -< double > b1 - dbin1
* delta1r = fbin1 -< double > b1 - 1 + dbin1
*/
__pyx_v_delta0r = (((__pyx_v_fbin0 - ((double)__pyx_v_b0)) - 1.0) + __pyx_v_dbin0);
273: delta1l = fbin1 -< double > b1 - dbin1
/* "histogram.pyx":273
* delta0l = fbin0 -< double > b0 - dbin0
* delta0r = fbin0 -< double > b0 - 1 + dbin0
* delta1l = fbin1 -< double > b1 - dbin1 # <<<<<<<<<<<<<<
* delta1r = fbin1 -< double > b1 - 1 + dbin1
* rest = 1.0
*/
__pyx_v_delta1l = ((__pyx_v_fbin1 - ((double)__pyx_v_b1)) - __pyx_v_dbin1);
274: delta1r = fbin1 -< double > b1 - 1 + dbin1
/* "histogram.pyx":274
* delta0r = fbin0 -< double > b0 - 1 + dbin0
* delta1l = fbin1 -< double > b1 - dbin1
* delta1r = fbin1 -< double > b1 - 1 + dbin1 # <<<<<<<<<<<<<<
* rest = 1.0
* if csplit == 1:
*/
__pyx_v_delta1r = (((__pyx_v_fbin1 - ((double)__pyx_v_b1)) - 1.0) + __pyx_v_dbin1);
275: rest = 1.0
/* "histogram.pyx":275
* delta1l = fbin1 -< double > b1 - dbin1
* delta1r = fbin1 -< double > b1 - 1 + dbin1
* rest = 1.0 # <<<<<<<<<<<<<<
* if csplit == 1:
* if delta0l < 0 and b0 > 0:
*/
__pyx_v_rest = 1.0;
276: if csplit == 1:
/* "histogram.pyx":276
* delta1r = fbin1 -< double > b1 - 1 + dbin1
* rest = 1.0
* if csplit == 1: # <<<<<<<<<<<<<<
* if delta0l < 0 and b0 > 0:
* if delta1l < 0 and b1 > 0:
*/
__pyx_t_22 = (__pyx_v_csplit == 1);
if (__pyx_t_22) {
277: if delta0l < 0 and b0 > 0:
/* "histogram.pyx":277
* rest = 1.0
* if csplit == 1:
* if delta0l < 0 and b0 > 0: # <<<<<<<<<<<<<<
* if delta1l < 0 and b1 > 0:
* area = delta0l * delta1l
*/
__pyx_t_22 = (__pyx_v_delta0l < 0.0);
if (__pyx_t_22) {
__pyx_t_4 = (__pyx_v_b0 > 0);
__pyx_t_21 = __pyx_t_4;
} else {
__pyx_t_21 = __pyx_t_22;
}
if (__pyx_t_21) {
278: if delta1l < 0 and b1 > 0:
/* "histogram.pyx":278
* if csplit == 1:
* if delta0l < 0 and b0 > 0:
* if delta1l < 0 and b1 > 0: # <<<<<<<<<<<<<<
* area = delta0l * delta1l
* rest -= area
*/
__pyx_t_21 = (__pyx_v_delta1l < 0.0);
if (__pyx_t_21) {
__pyx_t_22 = (__pyx_v_b1 > 0);
__pyx_t_4 = __pyx_t_22;
} else {
__pyx_t_4 = __pyx_t_21;
}
if (__pyx_t_4) {
279: area = delta0l * delta1l
/* "histogram.pyx":279
* if delta0l < 0 and b0 > 0:
* if delta1l < 0 and b1 > 0:
* area = delta0l * delta1l # <<<<<<<<<<<<<<
* rest -= area
* outCount[b0 - 1, b1 - 1] += area
*/
__pyx_v_area = (__pyx_v_delta0l * __pyx_v_delta1l);
280: rest -= area
/* "histogram.pyx":280
* if delta1l < 0 and b1 > 0:
* area = delta0l * delta1l
* rest -= area # <<<<<<<<<<<<<<
* outCount[b0 - 1, b1 - 1] += area
* outData[b0 - 1, b1 - 1] += area * d
*/
__pyx_v_rest = (__pyx_v_rest - __pyx_v_area);
281: outCount[b0 - 1, b1 - 1] += area
/* "histogram.pyx":281
* area = delta0l * delta1l
* rest -= area
* outCount[b0 - 1, b1 - 1] += area # <<<<<<<<<<<<<<
* outData[b0 - 1, b1 - 1] += area * d
*
*/
__pyx_t_28 = (__pyx_v_b0 - 1);
__pyx_t_29 = (__pyx_v_b1 - 1);
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_28, __pyx_bstride_0_outCount, __pyx_t_29, __pyx_bstride_1_outCount) += __pyx_v_area;
282: outData[b0 - 1, b1 - 1] += area * d
/* "histogram.pyx":282
* rest -= area
* outCount[b0 - 1, b1 - 1] += area
* outData[b0 - 1, b1 - 1] += area * d # <<<<<<<<<<<<<<
*
* area = (-delta0l) * (1 + delta1l)
*/
__pyx_t_30 = (__pyx_v_b0 - 1);
__pyx_t_31 = (__pyx_v_b1 - 1);
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_30, __pyx_bstride_0_outData, __pyx_t_31, __pyx_bstride_1_outData) += (__pyx_v_area * __pyx_v_d);
283:
284: area = (-delta0l) * (1 + delta1l)
/* "histogram.pyx":284
* outData[b0 - 1, b1 - 1] += area * d
*
* area = (-delta0l) * (1 + delta1l) # <<<<<<<<<<<<<<
* rest -= area
* outCount[b0 - 1, b1 ] += area
*/
__pyx_v_area = ((-__pyx_v_delta0l) * (1.0 + __pyx_v_delta1l));
285: rest -= area
/* "histogram.pyx":285
*
* area = (-delta0l) * (1 + delta1l)
* rest -= area # <<<<<<<<<<<<<<
* outCount[b0 - 1, b1 ] += area
* outData[b0 - 1, b1 ] += area * d
*/
__pyx_v_rest = (__pyx_v_rest - __pyx_v_area);
286: outCount[b0 - 1, b1 ] += area
/* "histogram.pyx":286
* area = (-delta0l) * (1 + delta1l)
* rest -= area
* outCount[b0 - 1, b1 ] += area # <<<<<<<<<<<<<<
* outData[b0 - 1, b1 ] += area * d
*
*/
__pyx_t_32 = (__pyx_v_b0 - 1);
__pyx_t_33 = __pyx_v_b1;
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_32, __pyx_bstride_0_outCount, __pyx_t_33, __pyx_bstride_1_outCount) += __pyx_v_area;
287: outData[b0 - 1, b1 ] += area * d
/* "histogram.pyx":287
* rest -= area
* outCount[b0 - 1, b1 ] += area
* outData[b0 - 1, b1 ] += area * d # <<<<<<<<<<<<<<
*
* area = (1 + delta0l) * (-delta1l)
*/
__pyx_t_34 = (__pyx_v_b0 - 1);
__pyx_t_35 = __pyx_v_b1;
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_34, __pyx_bstride_0_outData, __pyx_t_35, __pyx_bstride_1_outData) += (__pyx_v_area * __pyx_v_d);
288:
289: area = (1 + delta0l) * (-delta1l)
/* "histogram.pyx":289
* outData[b0 - 1, b1 ] += area * d
*
* area = (1 + delta0l) * (-delta1l) # <<<<<<<<<<<<<<
* rest -= area
* outCount[b0 , b1 - 1 ] += area
*/
__pyx_v_area = ((1.0 + __pyx_v_delta0l) * (-__pyx_v_delta1l));
290: rest -= area
/* "histogram.pyx":290
*
* area = (1 + delta0l) * (-delta1l)
* rest -= area # <<<<<<<<<<<<<<
* outCount[b0 , b1 - 1 ] += area
* outData[b0 , b1 - 1 ] += area * d
*/
__pyx_v_rest = (__pyx_v_rest - __pyx_v_area);
291: outCount[b0 , b1 - 1 ] += area
/* "histogram.pyx":291
* area = (1 + delta0l) * (-delta1l)
* rest -= area
* outCount[b0 , b1 - 1 ] += area # <<<<<<<<<<<<<<
* outData[b0 , b1 - 1 ] += area * d
*
*/
__pyx_t_36 = __pyx_v_b0;
__pyx_t_37 = (__pyx_v_b1 - 1);
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_36, __pyx_bstride_0_outCount, __pyx_t_37, __pyx_bstride_1_outCount) += __pyx_v_area;
292: outData[b0 , b1 - 1 ] += area * d
/* "histogram.pyx":292
* rest -= area
* outCount[b0 , b1 - 1 ] += area
* outData[b0 , b1 - 1 ] += area * d # <<<<<<<<<<<<<<
*
* elif delta1r > 0 and b1 < bin1 - 1:
*/
__pyx_t_38 = __pyx_v_b0;
__pyx_t_39 = (__pyx_v_b1 - 1);
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_38, __pyx_bstride_0_outData, __pyx_t_39, __pyx_bstride_1_outData) += (__pyx_v_area * __pyx_v_d);
goto __pyx_L41;
}
293:
294: elif delta1r > 0 and b1 < bin1 - 1:
/* "histogram.pyx":294
* outData[b0 , b1 - 1 ] += area * d
*
* elif delta1r > 0 and b1 < bin1 - 1: # <<<<<<<<<<<<<<
* area = -delta0l * delta1r
* rest -= area
*/
__pyx_t_4 = (__pyx_v_delta1r > 0.0);
if (__pyx_t_4) {
__pyx_t_21 = (__pyx_v_b1 < (__pyx_v_bin1 - 1));
__pyx_t_22 = __pyx_t_21;
} else {
__pyx_t_22 = __pyx_t_4;
}
if (__pyx_t_22) {
295: area = -delta0l * delta1r
/* "histogram.pyx":295
*
* elif delta1r > 0 and b1 < bin1 - 1:
* area = -delta0l * delta1r # <<<<<<<<<<<<<<
* rest -= area
* outCount[b0 - 1, b1 + 1] += area
*/
__pyx_v_area = ((-__pyx_v_delta0l) * __pyx_v_delta1r);
296: rest -= area
/* "histogram.pyx":296
* elif delta1r > 0 and b1 < bin1 - 1:
* area = -delta0l * delta1r
* rest -= area # <<<<<<<<<<<<<<
* outCount[b0 - 1, b1 + 1] += area
* outData[b0 - 1, b1 + 1] += area * d
*/
__pyx_v_rest = (__pyx_v_rest - __pyx_v_area);
297: outCount[b0 - 1, b1 + 1] += area
/* "histogram.pyx":297
* area = -delta0l * delta1r
* rest -= area
* outCount[b0 - 1, b1 + 1] += area # <<<<<<<<<<<<<<
* outData[b0 - 1, b1 + 1] += area * d
*
*/
__pyx_t_40 = (__pyx_v_b0 - 1);
__pyx_t_41 = (__pyx_v_b1 + 1);
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_40, __pyx_bstride_0_outCount, __pyx_t_41, __pyx_bstride_1_outCount) += __pyx_v_area;
298: outData[b0 - 1, b1 + 1] += area * d
/* "histogram.pyx":298
* rest -= area
* outCount[b0 - 1, b1 + 1] += area
* outData[b0 - 1, b1 + 1] += area * d # <<<<<<<<<<<<<<
*
* area = (-delta0l) * (1 - delta1r)
*/
__pyx_t_42 = (__pyx_v_b0 - 1);
__pyx_t_43 = (__pyx_v_b1 + 1);
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_42, __pyx_bstride_0_outData, __pyx_t_43, __pyx_bstride_1_outData) += (__pyx_v_area * __pyx_v_d);
299:
300: area = (-delta0l) * (1 - delta1r)
/* "histogram.pyx":300
* outData[b0 - 1, b1 + 1] += area * d
*
* area = (-delta0l) * (1 - delta1r) # <<<<<<<<<<<<<<
* rest -= area
* outCount[b0 - 1, b1 ] += area
*/
__pyx_v_area = ((-__pyx_v_delta0l) * (1.0 - __pyx_v_delta1r));
301: rest -= area
/* "histogram.pyx":301
*
* area = (-delta0l) * (1 - delta1r)
* rest -= area # <<<<<<<<<<<<<<
* outCount[b0 - 1, b1 ] += area
* outData[b0 - 1, b1 ] += area * d
*/
__pyx_v_rest = (__pyx_v_rest - __pyx_v_area);
302: outCount[b0 - 1, b1 ] += area
/* "histogram.pyx":302
* area = (-delta0l) * (1 - delta1r)
* rest -= area
* outCount[b0 - 1, b1 ] += area # <<<<<<<<<<<<<<
* outData[b0 - 1, b1 ] += area * d
*
*/
__pyx_t_44 = (__pyx_v_b0 - 1);
__pyx_t_45 = __pyx_v_b1;
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_44, __pyx_bstride_0_outCount, __pyx_t_45, __pyx_bstride_1_outCount) += __pyx_v_area;
303: outData[b0 - 1, b1 ] += area * d
/* "histogram.pyx":303
* rest -= area
* outCount[b0 - 1, b1 ] += area
* outData[b0 - 1, b1 ] += area * d # <<<<<<<<<<<<<<
*
* area = (1 + delta0l) * (delta1r)
*/
__pyx_t_46 = (__pyx_v_b0 - 1);
__pyx_t_47 = __pyx_v_b1;
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_46, __pyx_bstride_0_outData, __pyx_t_47, __pyx_bstride_1_outData) += (__pyx_v_area * __pyx_v_d);
304:
305: area = (1 + delta0l) * (delta1r)
/* "histogram.pyx":305
* outData[b0 - 1, b1 ] += area * d
*
* area = (1 + delta0l) * (delta1r) # <<<<<<<<<<<<<<
* rest -= area
* outCount[b0 , b1 + 1 ] += area
*/
__pyx_v_area = ((1.0 + __pyx_v_delta0l) * __pyx_v_delta1r);
306: rest -= area
/* "histogram.pyx":306
*
* area = (1 + delta0l) * (delta1r)
* rest -= area # <<<<<<<<<<<<<<
* outCount[b0 , b1 + 1 ] += area
* outData[b0 , b1 + 1 ] += area * d
*/
__pyx_v_rest = (__pyx_v_rest - __pyx_v_area);
307: outCount[b0 , b1 + 1 ] += area
/* "histogram.pyx":307
* area = (1 + delta0l) * (delta1r)
* rest -= area
* outCount[b0 , b1 + 1 ] += area # <<<<<<<<<<<<<<
* outData[b0 , b1 + 1 ] += area * d
* elif delta0r > 0 and b0 < bin0 - 1:
*/
__pyx_t_48 = __pyx_v_b0;
__pyx_t_49 = (__pyx_v_b1 + 1);
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_48, __pyx_bstride_0_outCount, __pyx_t_49, __pyx_bstride_1_outCount) += __pyx_v_area;
308: outData[b0 , b1 + 1 ] += area * d
/* "histogram.pyx":308
* rest -= area
* outCount[b0 , b1 + 1 ] += area
* outData[b0 , b1 + 1 ] += area * d # <<<<<<<<<<<<<<
* elif delta0r > 0 and b0 < bin0 - 1:
* if delta1l < 0 and b1 > 0:
*/
__pyx_t_50 = __pyx_v_b0;
__pyx_t_51 = (__pyx_v_b1 + 1);
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_50, __pyx_bstride_0_outData, __pyx_t_51, __pyx_bstride_1_outData) += (__pyx_v_area * __pyx_v_d);
goto __pyx_L41;
}
__pyx_L41:;
goto __pyx_L40;
}
309: elif delta0r > 0 and b0 < bin0 - 1:
/* "histogram.pyx":309
* outCount[b0 , b1 + 1 ] += area
* outData[b0 , b1 + 1 ] += area * d
* elif delta0r > 0 and b0 < bin0 - 1: # <<<<<<<<<<<<<<
* if delta1l < 0 and b1 > 0:
* area = -delta0r * delta1l
*/
__pyx_t_22 = (__pyx_v_delta0r > 0.0);
if (__pyx_t_22) {
__pyx_t_4 = (__pyx_v_b0 < (__pyx_v_bin0 - 1));
__pyx_t_21 = __pyx_t_4;
} else {
__pyx_t_21 = __pyx_t_22;
}
if (__pyx_t_21) {
310: if delta1l < 0 and b1 > 0:
/* "histogram.pyx":310
* outData[b0 , b1 + 1 ] += area * d
* elif delta0r > 0 and b0 < bin0 - 1:
* if delta1l < 0 and b1 > 0: # <<<<<<<<<<<<<<
* area = -delta0r * delta1l
* rest -= area
*/
__pyx_t_21 = (__pyx_v_delta1l < 0.0);
if (__pyx_t_21) {
__pyx_t_22 = (__pyx_v_b1 > 0);
__pyx_t_4 = __pyx_t_22;
} else {
__pyx_t_4 = __pyx_t_21;
}
if (__pyx_t_4) {
311: area = -delta0r * delta1l
/* "histogram.pyx":311
* elif delta0r > 0 and b0 < bin0 - 1:
* if delta1l < 0 and b1 > 0:
* area = -delta0r * delta1l # <<<<<<<<<<<<<<
* rest -= area
* outCount[b0 + 1, b1 - 1] += area
*/
__pyx_v_area = ((-__pyx_v_delta0r) * __pyx_v_delta1l);
312: rest -= area
/* "histogram.pyx":312
* if delta1l < 0 and b1 > 0:
* area = -delta0r * delta1l
* rest -= area # <<<<<<<<<<<<<<
* outCount[b0 + 1, b1 - 1] += area
* outData[b0 + 1, b1 - 1] += area * d
*/
__pyx_v_rest = (__pyx_v_rest - __pyx_v_area);
313: outCount[b0 + 1, b1 - 1] += area
/* "histogram.pyx":313
* area = -delta0r * delta1l
* rest -= area
* outCount[b0 + 1, b1 - 1] += area # <<<<<<<<<<<<<<
* outData[b0 + 1, b1 - 1] += area * d
*
*/
__pyx_t_52 = (__pyx_v_b0 + 1);
__pyx_t_53 = (__pyx_v_b1 - 1);
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_52, __pyx_bstride_0_outCount, __pyx_t_53, __pyx_bstride_1_outCount) += __pyx_v_area;
314: outData[b0 + 1, b1 - 1] += area * d
/* "histogram.pyx":314
* rest -= area
* outCount[b0 + 1, b1 - 1] += area
* outData[b0 + 1, b1 - 1] += area * d # <<<<<<<<<<<<<<
*
* area = (delta0r) * (1 + delta1l)
*/
__pyx_t_54 = (__pyx_v_b0 + 1);
__pyx_t_55 = (__pyx_v_b1 - 1);
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_54, __pyx_bstride_0_outData, __pyx_t_55, __pyx_bstride_1_outData) += (__pyx_v_area * __pyx_v_d);
315:
316: area = (delta0r) * (1 + delta1l)
/* "histogram.pyx":316
* outData[b0 + 1, b1 - 1] += area * d
*
* area = (delta0r) * (1 + delta1l) # <<<<<<<<<<<<<<
* rest -= area
* outCount[b0 + 1, b1 ] += area
*/
__pyx_v_area = (__pyx_v_delta0r * (1.0 + __pyx_v_delta1l));
317: rest -= area
/* "histogram.pyx":317
*
* area = (delta0r) * (1 + delta1l)
* rest -= area # <<<<<<<<<<<<<<
* outCount[b0 + 1, b1 ] += area
* outData[b0 + 1, b1 ] += area * d
*/
__pyx_v_rest = (__pyx_v_rest - __pyx_v_area);
318: outCount[b0 + 1, b1 ] += area
/* "histogram.pyx":318
* area = (delta0r) * (1 + delta1l)
* rest -= area
* outCount[b0 + 1, b1 ] += area # <<<<<<<<<<<<<<
* outData[b0 + 1, b1 ] += area * d
*
*/
__pyx_t_56 = (__pyx_v_b0 + 1);
__pyx_t_57 = __pyx_v_b1;
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_56, __pyx_bstride_0_outCount, __pyx_t_57, __pyx_bstride_1_outCount) += __pyx_v_area;
319: outData[b0 + 1, b1 ] += area * d
/* "histogram.pyx":319
* rest -= area
* outCount[b0 + 1, b1 ] += area
* outData[b0 + 1, b1 ] += area * d # <<<<<<<<<<<<<<
*
* area = (1 - delta0r) * (-delta1l)
*/
__pyx_t_58 = (__pyx_v_b0 + 1);
__pyx_t_59 = __pyx_v_b1;
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_58, __pyx_bstride_0_outData, __pyx_t_59, __pyx_bstride_1_outData) += (__pyx_v_area * __pyx_v_d);
320:
321: area = (1 - delta0r) * (-delta1l)
/* "histogram.pyx":321
* outData[b0 + 1, b1 ] += area * d
*
* area = (1 - delta0r) * (-delta1l) # <<<<<<<<<<<<<<
* rest -= area
* outCount[b0 , b1 - 1 ] += area
*/
__pyx_v_area = ((1.0 - __pyx_v_delta0r) * (-__pyx_v_delta1l));
322: rest -= area
/* "histogram.pyx":322
*
* area = (1 - delta0r) * (-delta1l)
* rest -= area # <<<<<<<<<<<<<<
* outCount[b0 , b1 - 1 ] += area
* outData[b0 , b1 - 1 ] += area * d
*/
__pyx_v_rest = (__pyx_v_rest - __pyx_v_area);
323: outCount[b0 , b1 - 1 ] += area
/* "histogram.pyx":323
* area = (1 - delta0r) * (-delta1l)
* rest -= area
* outCount[b0 , b1 - 1 ] += area # <<<<<<<<<<<<<<
* outData[b0 , b1 - 1 ] += area * d
*
*/
__pyx_t_60 = __pyx_v_b0;
__pyx_t_61 = (__pyx_v_b1 - 1);
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_60, __pyx_bstride_0_outCount, __pyx_t_61, __pyx_bstride_1_outCount) += __pyx_v_area;
324: outData[b0 , b1 - 1 ] += area * d
/* "histogram.pyx":324
* rest -= area
* outCount[b0 , b1 - 1 ] += area
* outData[b0 , b1 - 1 ] += area * d # <<<<<<<<<<<<<<
*
* elif delta1r > 0 and b1 < bin1 - 1:
*/
__pyx_t_62 = __pyx_v_b0;
__pyx_t_63 = (__pyx_v_b1 - 1);
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_62, __pyx_bstride_0_outData, __pyx_t_63, __pyx_bstride_1_outData) += (__pyx_v_area * __pyx_v_d);
goto __pyx_L42;
}
325:
326: elif delta1r > 0 and b1 < bin1 - 1:
/* "histogram.pyx":326
* outData[b0 , b1 - 1 ] += area * d
*
* elif delta1r > 0 and b1 < bin1 - 1: # <<<<<<<<<<<<<<
* area = delta0r * delta1r
* rest -= area
*/
__pyx_t_4 = (__pyx_v_delta1r > 0.0);
if (__pyx_t_4) {
__pyx_t_21 = (__pyx_v_b1 < (__pyx_v_bin1 - 1));
__pyx_t_22 = __pyx_t_21;
} else {
__pyx_t_22 = __pyx_t_4;
}
if (__pyx_t_22) {
327: area = delta0r * delta1r
/* "histogram.pyx":327
*
* elif delta1r > 0 and b1 < bin1 - 1:
* area = delta0r * delta1r # <<<<<<<<<<<<<<
* rest -= area
* outCount[b0 + 1, b1 + 1] += area
*/
__pyx_v_area = (__pyx_v_delta0r * __pyx_v_delta1r);
328: rest -= area
/* "histogram.pyx":328
* elif delta1r > 0 and b1 < bin1 - 1:
* area = delta0r * delta1r
* rest -= area # <<<<<<<<<<<<<<
* outCount[b0 + 1, b1 + 1] += area
* outData[b0 + 1, b1 + 1] += area * d
*/
__pyx_v_rest = (__pyx_v_rest - __pyx_v_area);
329: outCount[b0 + 1, b1 + 1] += area
/* "histogram.pyx":329
* area = delta0r * delta1r
* rest -= area
* outCount[b0 + 1, b1 + 1] += area # <<<<<<<<<<<<<<
* outData[b0 + 1, b1 + 1] += area * d
*
*/
__pyx_t_64 = (__pyx_v_b0 + 1);
__pyx_t_65 = (__pyx_v_b1 + 1);
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_64, __pyx_bstride_0_outCount, __pyx_t_65, __pyx_bstride_1_outCount) += __pyx_v_area;
330: outData[b0 + 1, b1 + 1] += area * d
/* "histogram.pyx":330
* rest -= area
* outCount[b0 + 1, b1 + 1] += area
* outData[b0 + 1, b1 + 1] += area * d # <<<<<<<<<<<<<<
*
* area = (delta0r) * (1 - delta1r)
*/
__pyx_t_66 = (__pyx_v_b0 + 1);
__pyx_t_67 = (__pyx_v_b1 + 1);
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_66, __pyx_bstride_0_outData, __pyx_t_67, __pyx_bstride_1_outData) += (__pyx_v_area * __pyx_v_d);
331:
332: area = (delta0r) * (1 - delta1r)
/* "histogram.pyx":332
* outData[b0 + 1, b1 + 1] += area * d
*
* area = (delta0r) * (1 - delta1r) # <<<<<<<<<<<<<<
* rest -= area
* outCount[b0 + 1, b1 ] += area
*/
__pyx_v_area = (__pyx_v_delta0r * (1.0 - __pyx_v_delta1r));
333: rest -= area
/* "histogram.pyx":333
*
* area = (delta0r) * (1 - delta1r)
* rest -= area # <<<<<<<<<<<<<<
* outCount[b0 + 1, b1 ] += area
* outData[b0 + 1, b1 ] += area * d
*/
__pyx_v_rest = (__pyx_v_rest - __pyx_v_area);
334: outCount[b0 + 1, b1 ] += area
/* "histogram.pyx":334
* area = (delta0r) * (1 - delta1r)
* rest -= area
* outCount[b0 + 1, b1 ] += area # <<<<<<<<<<<<<<
* outData[b0 + 1, b1 ] += area * d
*
*/
__pyx_t_68 = (__pyx_v_b0 + 1);
__pyx_t_69 = __pyx_v_b1;
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_68, __pyx_bstride_0_outCount, __pyx_t_69, __pyx_bstride_1_outCount) += __pyx_v_area;
335: outData[b0 + 1, b1 ] += area * d
/* "histogram.pyx":335
* rest -= area
* outCount[b0 + 1, b1 ] += area
* outData[b0 + 1, b1 ] += area * d # <<<<<<<<<<<<<<
*
* area = (1 - delta0r) * (delta1r)
*/
__pyx_t_70 = (__pyx_v_b0 + 1);
__pyx_t_71 = __pyx_v_b1;
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_70, __pyx_bstride_0_outData, __pyx_t_71, __pyx_bstride_1_outData) += (__pyx_v_area * __pyx_v_d);
336:
337: area = (1 - delta0r) * (delta1r)
/* "histogram.pyx":337
* outData[b0 + 1, b1 ] += area * d
*
* area = (1 - delta0r) * (delta1r) # <<<<<<<<<<<<<<
* rest -= area
* outCount[b0 , b1 + 1 ] += area
*/
__pyx_v_area = ((1.0 - __pyx_v_delta0r) * __pyx_v_delta1r);
338: rest -= area
/* "histogram.pyx":338
*
* area = (1 - delta0r) * (delta1r)
* rest -= area # <<<<<<<<<<<<<<
* outCount[b0 , b1 + 1 ] += area
* outData[b0 , b1 + 1 ] += area * d
*/
__pyx_v_rest = (__pyx_v_rest - __pyx_v_area);
339: outCount[b0 , b1 + 1 ] += area
/* "histogram.pyx":339
* area = (1 - delta0r) * (delta1r)
* rest -= area
* outCount[b0 , b1 + 1 ] += area # <<<<<<<<<<<<<<
* outData[b0 , b1 + 1 ] += area * d
* outCount[b0, b1] += rest
*/
__pyx_t_72 = __pyx_v_b0;
__pyx_t_73 = (__pyx_v_b1 + 1);
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_72, __pyx_bstride_0_outCount, __pyx_t_73, __pyx_bstride_1_outCount) += __pyx_v_area;
340: outData[b0 , b1 + 1 ] += area * d
/* "histogram.pyx":340
* rest -= area
* outCount[b0 , b1 + 1 ] += area
* outData[b0 , b1 + 1 ] += area * d # <<<<<<<<<<<<<<
* outCount[b0, b1] += rest
* outData[b0, b1] += d * rest
*/
__pyx_t_74 = __pyx_v_b0;
__pyx_t_75 = (__pyx_v_b1 + 1);
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_74, __pyx_bstride_0_outData, __pyx_t_75, __pyx_bstride_1_outData) += (__pyx_v_area * __pyx_v_d);
goto __pyx_L42;
}
__pyx_L42:;
goto __pyx_L40;
}
__pyx_L40:;
goto __pyx_L39;
}
__pyx_L39:;
341: outCount[b0, b1] += rest
/* "histogram.pyx":341
* outCount[b0 , b1 + 1 ] += area
* outData[b0 , b1 + 1 ] += area * d
* outCount[b0, b1] += rest # <<<<<<<<<<<<<<
* outData[b0, b1] += d * rest
*
*/
__pyx_t_76 = __pyx_v_b0;
__pyx_t_77 = __pyx_v_b1;
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_76, __pyx_bstride_0_outCount, __pyx_t_77, __pyx_bstride_1_outCount) += __pyx_v_rest;
342: outData[b0, b1] += d * rest
/* "histogram.pyx":342
* outData[b0 , b1 + 1 ] += area * d
* outCount[b0, b1] += rest
* outData[b0, b1] += d * rest # <<<<<<<<<<<<<<
*
* for i in prange(bin0):
*/
__pyx_t_78 = __pyx_v_b0;
__pyx_t_79 = __pyx_v_b1;
*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_78, __pyx_bstride_0_outData, __pyx_t_79, __pyx_bstride_1_outData) += (__pyx_v_d * __pyx_v_rest);
}
343:
344: for i in prange(bin0):
/* "histogram.pyx":344
* outData[b0, b1] += d * rest
*
* for i in prange(bin0): # <<<<<<<<<<<<<<
* for j in range(bin1):
* if outCount[i, j] > 1e-10:
*/
__pyx_t_9 = __pyx_v_bin0;
if (1 == 0) abort();
{
__pyx_t_80 = (__pyx_t_9 - 0) / 1;
if (__pyx_t_80 > 0)
{
__pyx_v_i = 0;
#ifdef _OPENMP
#pragma omp parallel
#endif /* _OPENMP */
{
#ifdef _OPENMP
#pragma omp for lastprivate(__pyx_v_j) firstprivate(__pyx_v_i) lastprivate(__pyx_v_i)
#endif /* _OPENMP */
for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_80; __pyx_t_5++){
{
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350:
351:
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