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
/* "histogram.pyx":63 * # every type in the numpy module there's a corresponding compile-time * # type with a _t-suffix. * ctypedef numpy.int64_t DTYPE_int64_t #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* ctypedef numpy.float64_t DTYPE_float64_t * */ typedef __pyx_t_5numpy_int64_t __pyx_t_9histogram_DTYPE_int64_t;
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, \
/* "histogram.pyx":69 * @cython.boundscheck(False) * @cython.wraparound(False) * def histogram(numpy.ndarray pos not None, \ #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* numpy.ndarray weights not None, \ * long bins=100, */ static PyObject *__pyx_pf_9histogram_histogram(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ static char __pyx_doc_9histogram_histogram[] = "\n Calculates histogram of pos weighted by weights\n \n @param pos: 2Theta array\n @param weights: array with intensities\n @param bins: number of output bins\n @param pixelSize_in_Pos: size of a pixels in 2theta\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 @return 2theta, I, weighted histogram, raw histogram\n "; static PyMethodDef __pyx_mdef_9histogram_histogram = {__Pyx_NAMESTR("histogram"), (PyCFunction)__pyx_pf_9histogram_histogram, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_9histogram_histogram)}; static PyObject *__pyx_pf_9histogram_histogram(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { PyArrayObject *__pyx_v_pos = 0; PyArrayObject *__pyx_v_weights = 0; long __pyx_v_bins; PyObject *__pyx_v_bin_range = 0; PyObject *__pyx_v_pixelSize_in_Pos = 0; PyObject *__pyx_v_nthread = 0; double __pyx_v_dummy; long __pyx_v_size; PyArrayObject *__pyx_v_cpos = 0; PyArrayObject *__pyx_v_cdata = 0; PyArrayObject *__pyx_v_outData = 0; PyArrayObject *__pyx_v_outCount = 0; PyArrayObject *__pyx_v_outMerge = 0; PyArrayObject *__pyx_v_outPos = 0; CYTHON_UNUSED PyArrayObject *__pyx_v_temp = 0; double __pyx_v_bin_edge_min; double __pyx_v_bin_edge_max; double __pyx_v_bin_width; double __pyx_v_inv_bin_width; double __pyx_v_a; double __pyx_v_d; double __pyx_v_fbin; double __pyx_v_ffbin; double __pyx_v_dInt; double __pyx_v_dIntR; double __pyx_v_dIntL; CYTHON_UNUSED double __pyx_v_dTmp; double __pyx_v_dbin; double __pyx_v_inv_dbin2; double __pyx_v_tmp_count; double __pyx_v_tmp_data; double __pyx_v_epsilon; long __pyx_v_bin; long __pyx_v_i; long __pyx_v_idx; long __pyx_v_t; long __pyx_v_dest; double *__pyx_v_bigCount; double *__pyx_v_bigData; double __pyx_v_dtmp; Py_buffer __pyx_bstruct_outPos; Py_ssize_t __pyx_bstride_0_outPos = 0; Py_ssize_t __pyx_bshape_0_outPos = 0; Py_buffer __pyx_bstruct_outMerge; Py_ssize_t __pyx_bstride_0_outMerge = 0; Py_ssize_t __pyx_bshape_0_outMerge = 0; Py_buffer __pyx_bstruct_outCount; Py_ssize_t __pyx_bstride_0_outCount = 0; Py_ssize_t __pyx_bshape_0_outCount = 0; Py_buffer __pyx_bstruct_cdata; Py_ssize_t __pyx_bstride_0_cdata = 0; Py_ssize_t __pyx_bshape_0_cdata = 0; Py_buffer __pyx_bstruct_cpos; Py_ssize_t __pyx_bstride_0_cpos = 0; Py_ssize_t __pyx_bshape_0_cpos = 0; Py_buffer __pyx_bstruct_temp; Py_ssize_t __pyx_bstride_0_temp = 0; Py_ssize_t __pyx_bshape_0_temp = 0; Py_buffer __pyx_bstruct_outData; Py_ssize_t __pyx_bstride_0_outData = 0; Py_ssize_t __pyx_bshape_0_outData = 0; PyObject *__pyx_r = NULL; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__pos,&__pyx_n_s__weights,&__pyx_n_s__bins,&__pyx_n_s__bin_range,&__pyx_n_s__pixelSize_in_Pos,&__pyx_n_s__nthread,&__pyx_n_s__dummy,0}; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("histogram"); __pyx_self = __pyx_self; { PyObject* values[7] = {0,0,0,0,0,0,0}; /* "histogram.pyx":69 * @cython.boundscheck(False) * @cython.wraparound(False) * def histogram(numpy.ndarray pos not None, \ #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* numpy.ndarray weights not None, \ * long bins=100, */ __pyx_k_tuple_19 = PyTuple_New(40); if (unlikely(!__pyx_k_tuple_19)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_k_tuple_19)); __Pyx_INCREF(((PyObject *)__pyx_n_s__pos)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 0, ((PyObject *)__pyx_n_s__pos)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__pos)); __Pyx_INCREF(((PyObject *)__pyx_n_s__weights)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 1, ((PyObject *)__pyx_n_s__weights)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__weights)); __Pyx_INCREF(((PyObject *)__pyx_n_s__bins)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 2, ((PyObject *)__pyx_n_s__bins)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__bins)); __Pyx_INCREF(((PyObject *)__pyx_n_s__bin_range)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 3, ((PyObject *)__pyx_n_s__bin_range)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__bin_range)); __Pyx_INCREF(((PyObject *)__pyx_n_s__pixelSize_in_Pos)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 4, ((PyObject *)__pyx_n_s__pixelSize_in_Pos)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__pixelSize_in_Pos)); __Pyx_INCREF(((PyObject *)__pyx_n_s__nthread)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 5, ((PyObject *)__pyx_n_s__nthread)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__nthread)); __Pyx_INCREF(((PyObject *)__pyx_n_s__dummy)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 6, ((PyObject *)__pyx_n_s__dummy)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__dummy)); __Pyx_INCREF(((PyObject *)__pyx_n_s__size)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 7, ((PyObject *)__pyx_n_s__size)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__size)); __Pyx_INCREF(((PyObject *)__pyx_n_s__cpos)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 8, ((PyObject *)__pyx_n_s__cpos)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__cpos)); __Pyx_INCREF(((PyObject *)__pyx_n_s__cdata)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 9, ((PyObject *)__pyx_n_s__cdata)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__cdata)); __Pyx_INCREF(((PyObject *)__pyx_n_s__outData)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 10, ((PyObject *)__pyx_n_s__outData)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__outData)); __Pyx_INCREF(((PyObject *)__pyx_n_s__outCount)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 11, ((PyObject *)__pyx_n_s__outCount)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__outCount)); __Pyx_INCREF(((PyObject *)__pyx_n_s__outMerge)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 12, ((PyObject *)__pyx_n_s__outMerge)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__outMerge)); __Pyx_INCREF(((PyObject *)__pyx_n_s__outPos)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 13, ((PyObject *)__pyx_n_s__outPos)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__outPos)); __Pyx_INCREF(((PyObject *)__pyx_n_s__temp)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 14, ((PyObject *)__pyx_n_s__temp)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__temp)); __Pyx_INCREF(((PyObject *)__pyx_n_s__bin_edge_min)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 15, ((PyObject *)__pyx_n_s__bin_edge_min)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__bin_edge_min)); __Pyx_INCREF(((PyObject *)__pyx_n_s__bin_edge_max)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 16, ((PyObject *)__pyx_n_s__bin_edge_max)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__bin_edge_max)); __Pyx_INCREF(((PyObject *)__pyx_n_s__bin_width)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 17, ((PyObject *)__pyx_n_s__bin_width)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__bin_width)); __Pyx_INCREF(((PyObject *)__pyx_n_s__inv_bin_width)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 18, ((PyObject *)__pyx_n_s__inv_bin_width)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__inv_bin_width)); __Pyx_INCREF(((PyObject *)__pyx_n_s__a)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 19, ((PyObject *)__pyx_n_s__a)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__a)); __Pyx_INCREF(((PyObject *)__pyx_n_s__d)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 20, ((PyObject *)__pyx_n_s__d)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__d)); __Pyx_INCREF(((PyObject *)__pyx_n_s__fbin)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 21, ((PyObject *)__pyx_n_s__fbin)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__fbin)); __Pyx_INCREF(((PyObject *)__pyx_n_s__ffbin)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 22, ((PyObject *)__pyx_n_s__ffbin)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__ffbin)); __Pyx_INCREF(((PyObject *)__pyx_n_s__dInt)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 23, ((PyObject *)__pyx_n_s__dInt)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__dInt)); __Pyx_INCREF(((PyObject *)__pyx_n_s__dIntR)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 24, ((PyObject *)__pyx_n_s__dIntR)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__dIntR)); __Pyx_INCREF(((PyObject *)__pyx_n_s__dIntL)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 25, ((PyObject *)__pyx_n_s__dIntL)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__dIntL)); __Pyx_INCREF(((PyObject *)__pyx_n_s__dTmp)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 26, ((PyObject *)__pyx_n_s__dTmp)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__dTmp)); __Pyx_INCREF(((PyObject *)__pyx_n_s__dbin)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 27, ((PyObject *)__pyx_n_s__dbin)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__dbin)); __Pyx_INCREF(((PyObject *)__pyx_n_s__inv_dbin2)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 28, ((PyObject *)__pyx_n_s__inv_dbin2)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__inv_dbin2)); __Pyx_INCREF(((PyObject *)__pyx_n_s__tmp_count)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 29, ((PyObject *)__pyx_n_s__tmp_count)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__tmp_count)); __Pyx_INCREF(((PyObject *)__pyx_n_s__tmp_data)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 30, ((PyObject *)__pyx_n_s__tmp_data)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__tmp_data)); __Pyx_INCREF(((PyObject *)__pyx_n_s__epsilon)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 31, ((PyObject *)__pyx_n_s__epsilon)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__epsilon)); __Pyx_INCREF(((PyObject *)__pyx_n_s__bin)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 32, ((PyObject *)__pyx_n_s__bin)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__bin)); __Pyx_INCREF(((PyObject *)__pyx_n_s__i)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 33, ((PyObject *)__pyx_n_s__i)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__i)); __Pyx_INCREF(((PyObject *)__pyx_n_s__idx)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 34, ((PyObject *)__pyx_n_s__idx)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__idx)); __Pyx_INCREF(((PyObject *)__pyx_n_s__t)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 35, ((PyObject *)__pyx_n_s__t)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__t)); __Pyx_INCREF(((PyObject *)__pyx_n_s__dest)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 36, ((PyObject *)__pyx_n_s__dest)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__dest)); __Pyx_INCREF(((PyObject *)__pyx_n_s__bigCount)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 37, ((PyObject *)__pyx_n_s__bigCount)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__bigCount)); __Pyx_INCREF(((PyObject *)__pyx_n_s__bigData)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 38, ((PyObject *)__pyx_n_s__bigData)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__bigData)); __Pyx_INCREF(((PyObject *)__pyx_n_s__dtmp)); PyTuple_SET_ITEM(__pyx_k_tuple_19, 39, ((PyObject *)__pyx_n_s__dtmp)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__dtmp)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_19)); /* "histogram.pyx":69 * @cython.boundscheck(False) * @cython.wraparound(False) * def histogram(numpy.ndarray pos not None, \ #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* numpy.ndarray weights not None, \ * long bins=100, */ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_9histogram_histogram, NULL, __pyx_n_s__histogram); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); if (PyObject_SetAttr(__pyx_m, __pyx_n_s__histogram, __pyx_t_1)<
0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_k_codeobj_20 = (PyObject*)__Pyx_PyCode_New(7, 0, 40, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_k_tuple_19, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_21, __pyx_n_s__histogram, 69, __pyx_empty_bytes); if (unlikely(!__pyx_k_codeobj_20)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
70: numpy.ndarray weights not None, \
71: long bins=100,
72: bin_range=None,
/* "histogram.pyx":72 * numpy.ndarray weights not None, \ * long bins=100, * bin_range=None, #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* pixelSize_in_Pos=None, * nthread=None, */ values[3] = ((PyObject *)Py_None);
73: pixelSize_in_Pos=None,
/* "histogram.pyx":73 * long bins=100, * bin_range=None, * pixelSize_in_Pos=None, #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* nthread=None, * double dummy=0.0): */ values[4] = ((PyObject *)Py_None);
74: nthread=None,
/* "histogram.pyx":74 * bin_range=None, * pixelSize_in_Pos=None, * nthread=None, #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* double dummy=0.0): * """ */ values[5] = ((PyObject *)Py_None); if (unlikely(__pyx_kwds)) { Py_ssize_t kw_args; switch (PyTuple_GET_SIZE(__pyx_args)) { case 7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6); case 6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5); case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4); case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); case 0: break; default: goto __pyx_L5_argtuple_error; } kw_args = PyDict_Size(__pyx_kwds); switch (PyTuple_GET_SIZE(__pyx_args)) { case 0: values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__pos); if (likely(values[0])) kw_args--; else goto __pyx_L5_argtuple_error; case 1: values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__weights); if (likely(values[1])) kw_args--; else { __Pyx_RaiseArgtupleInvalid("histogram", 0, 2, 7, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 2: if (kw_args > 0) { PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__bins); if (value) { values[2] = value; kw_args--; } } case 3: if (kw_args > 0) { PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__bin_range); if (value) { values[3] = value; kw_args--; } } case 4: if (kw_args > 0) { PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__pixelSize_in_Pos); if (value) { values[4] = value; kw_args--; } } case 5: if (kw_args > 0) { PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nthread); if (value) { values[5] = value; kw_args--; } } case 6: if (kw_args > 0) { PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__dummy); if (value) { values[6] = value; kw_args--; } } } if (unlikely(kw_args > 0)) { if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "histogram")<
0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else { switch (PyTuple_GET_SIZE(__pyx_args)) { case 7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6); case 6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5); case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4); case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); values[0] = PyTuple_GET_ITEM(__pyx_args, 0); break; default: goto __pyx_L5_argtuple_error; } } __pyx_v_pos = ((PyArrayObject *)values[0]); __pyx_v_weights = ((PyArrayObject *)values[1]); if (values[2]) { __pyx_v_bins = __Pyx_PyInt_AsLong(values[2]); if (unlikely((__pyx_v_bins == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 71; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } else { __pyx_v_bins = ((long)100); } __pyx_v_bin_range = values[3]; __pyx_v_pixelSize_in_Pos = values[4]; __pyx_v_nthread = values[5]; if (values[6]) { __pyx_v_dummy = __pyx_PyFloat_AsDouble(values[6]); if (unlikely((__pyx_v_dummy == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } else {
75: double dummy=0.0):
/* "histogram.pyx":75 * pixelSize_in_Pos=None, * nthread=None, * double dummy=0.0): #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* """ * Calculates histogram of pos weighted by weights */ __pyx_v_dummy = ((double)0.0); } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; __Pyx_RaiseArgtupleInvalid("histogram", 0, 2, 7, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("histogram.histogram", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; __pyx_bstruct_cpos.buf = NULL; __pyx_bstruct_cdata.buf = NULL; __pyx_bstruct_outData.buf = NULL; __pyx_bstruct_outCount.buf = NULL; __pyx_bstruct_outMerge.buf = NULL; __pyx_bstruct_outPos.buf = NULL; __pyx_bstruct_temp.buf = NULL; if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_pos), __pyx_ptype_5numpy_ndarray, 0, "pos", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_weights), __pyx_ptype_5numpy_ndarray, 0, "weights", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
76: """
77: Calculates histogram of pos weighted by weights
78:
79: @param pos: 2Theta array
80: @param weights: array with intensities
81: @param bins: number of output bins
82: @param pixelSize_in_Pos: size of a pixels in 2theta
83: @param nthread: maximum number of thread to use. By default: maximum available.
84: One can also limit this with OMP_NUM_THREADS environment variable
85:
86: @return 2theta, I, weighted histogram, raw histogram
87: """
88:
89: assert pos.size == weights.size
/* "histogram.pyx":89 * """ * * assert pos.size == weights.size #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* assert bins > 1 * cdef long size = pos.size */ #ifndef CYTHON_WITHOUT_ASSERTIONS __pyx_t_1 = PyObject_GetAttr(((PyObject *)__pyx_v_pos), __pyx_n_s__size); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_2 = PyObject_GetAttr(((PyObject *)__pyx_v_weights), __pyx_n_s__size); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_t_3 = PyObject_RichCompare(__pyx_t_1, __pyx_t_2, Py_EQ); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_4<
0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; if (unlikely(!__pyx_t_4)) { PyErr_SetNone(PyExc_AssertionError); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } #endif
90: assert bins > 1
/* "histogram.pyx":90 * * assert pos.size == weights.size * assert bins > 1 #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef long size = pos.size * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos = pos.astype("float64").ravel() */ #ifndef CYTHON_WITHOUT_ASSERTIONS if (unlikely(!(__pyx_v_bins > 1))) { PyErr_SetNone(PyExc_AssertionError); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } #endif
91: cdef long size = pos.size
/* "histogram.pyx":91 * assert pos.size == weights.size * assert bins > 1 * cdef long size = pos.size #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos = pos.astype("float64").ravel() * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cdata = weights.astype("float64").ravel() */ __pyx_t_3 = PyObject_GetAttr(((PyObject *)__pyx_v_pos), __pyx_n_s__size); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_5 = __Pyx_PyInt_AsLong(__pyx_t_3); if (unlikely((__pyx_t_5 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_v_size = __pyx_t_5;
92: cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos = pos.astype("float64").ravel()
/* "histogram.pyx":92 * assert bins > 1 * cdef long size = pos.size * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos = pos.astype("float64").ravel() #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cdata = weights.astype("float64").ravel() * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outData = numpy.zeros(bins, dtype="float64") */ __pyx_t_3 = PyObject_GetAttr(((PyObject *)__pyx_v_pos), __pyx_n_s__astype); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_2 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_k_tuple_1), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_t_3 = PyObject_GetAttr(__pyx_t_2, __pyx_n_s__ravel); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_t_2 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; if (!(likely(((__pyx_t_2) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_6 = ((PyArrayObject *)__pyx_t_2); { __Pyx_BufFmt_StackElem __pyx_stack[1]; if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_cpos, (PyObject*)__pyx_t_6, &__Pyx_TypeInfo_nn___pyx_t_9histogram_DTYPE_float64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) { __pyx_v_cpos = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_bstruct_cpos.buf = NULL; {__pyx_filename = __pyx_f[0]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } else {__pyx_bstride_0_cpos = __pyx_bstruct_cpos.strides[0]; __pyx_bshape_0_cpos = __pyx_bstruct_cpos.shape[0]; } } __pyx_t_6 = 0; __pyx_v_cpos = ((PyArrayObject *)__pyx_t_2); __pyx_t_2 = 0; /* "histogram.pyx":92 * assert bins > 1 * cdef long size = pos.size * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos = pos.astype("float64").ravel() #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cdata = weights.astype("float64").ravel() * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outData = numpy.zeros(bins, dtype="float64") */ __pyx_k_tuple_1 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_k_tuple_1)); __Pyx_INCREF(((PyObject *)__pyx_n_s__float64)); PyTuple_SET_ITEM(__pyx_k_tuple_1, 0, ((PyObject *)__pyx_n_s__float64)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__float64)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_1));
93: cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cdata = weights.astype("float64").ravel()
/* "histogram.pyx":93 * cdef long size = pos.size * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos = pos.astype("float64").ravel() * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cdata = weights.astype("float64").ravel() #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outData = numpy.zeros(bins, dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outCount = numpy.zeros(bins, dtype="float64") */ __pyx_t_2 = PyObject_GetAttr(((PyObject *)__pyx_v_weights), __pyx_n_s__astype); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_t_3 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_2), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_t_2 = PyObject_GetAttr(__pyx_t_3, __pyx_n_s__ravel); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_t_3 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_7 = ((PyArrayObject *)__pyx_t_3); { __Pyx_BufFmt_StackElem __pyx_stack[1]; if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_cdata, (PyObject*)__pyx_t_7, &__Pyx_TypeInfo_nn___pyx_t_9histogram_DTYPE_float64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) { __pyx_v_cdata = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_bstruct_cdata.buf = NULL; {__pyx_filename = __pyx_f[0]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } else {__pyx_bstride_0_cdata = __pyx_bstruct_cdata.strides[0]; __pyx_bshape_0_cdata = __pyx_bstruct_cdata.shape[0]; } } __pyx_t_7 = 0; __pyx_v_cdata = ((PyArrayObject *)__pyx_t_3); __pyx_t_3 = 0; /* "histogram.pyx":93 * cdef long size = pos.size * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos = pos.astype("float64").ravel() * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cdata = weights.astype("float64").ravel() #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outData = numpy.zeros(bins, dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outCount = numpy.zeros(bins, dtype="float64") */ __pyx_k_tuple_2 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_k_tuple_2)); __Pyx_INCREF(((PyObject *)__pyx_n_s__float64)); PyTuple_SET_ITEM(__pyx_k_tuple_2, 0, ((PyObject *)__pyx_n_s__float64)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__float64)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_2));
94: cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outData = numpy.zeros(bins, dtype="float64")
/* "histogram.pyx":94 * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos = pos.astype("float64").ravel() * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cdata = weights.astype("float64").ravel() * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outData = numpy.zeros(bins, dtype="float64") #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outCount = numpy.zeros(bins, dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outMerge = numpy.zeros(bins, dtype="float64") */ __pyx_t_3 = __Pyx_GetName(__pyx_m, __pyx_n_s__numpy); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_2 = PyObject_GetAttr(__pyx_t_3, __pyx_n_s__zeros); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_t_3 = PyInt_FromLong(__pyx_v_bins); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_3); __Pyx_GIVEREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_3)); if (PyDict_SetItem(__pyx_t_3, ((PyObject *)__pyx_n_s__dtype), ((PyObject *)__pyx_n_s__float64))<
0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_8 = PyEval_CallObjectWithKeywords(__pyx_t_2, ((PyObject *)__pyx_t_1), ((PyObject *)__pyx_t_3)); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; if (!(likely(((__pyx_t_8) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_8, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_9 = ((PyArrayObject *)__pyx_t_8); { __Pyx_BufFmt_StackElem __pyx_stack[1]; if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_outData, (PyObject*)__pyx_t_9, &__Pyx_TypeInfo_nn___pyx_t_9histogram_DTYPE_float64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) { __pyx_v_outData = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_bstruct_outData.buf = NULL; {__pyx_filename = __pyx_f[0]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } else {__pyx_bstride_0_outData = __pyx_bstruct_outData.strides[0]; __pyx_bshape_0_outData = __pyx_bstruct_outData.shape[0]; } } __pyx_t_9 = 0; __pyx_v_outData = ((PyArrayObject *)__pyx_t_8); __pyx_t_8 = 0;
95: cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outCount = numpy.zeros(bins, dtype="float64")
/* "histogram.pyx":95 * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cdata = weights.astype("float64").ravel() * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outData = numpy.zeros(bins, dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outCount = numpy.zeros(bins, dtype="float64") #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outMerge = numpy.zeros(bins, dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outPos = numpy.zeros(bins, dtype="float64") */ __pyx_t_8 = __Pyx_GetName(__pyx_m, __pyx_n_s__numpy); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); __pyx_t_3 = PyObject_GetAttr(__pyx_t_8, __pyx_n_s__zeros); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; __pyx_t_8 = PyInt_FromLong(__pyx_v_bins); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_8); __Pyx_GIVEREF(__pyx_t_8); __pyx_t_8 = 0; __pyx_t_8 = PyDict_New(); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_8)); if (PyDict_SetItem(__pyx_t_8, ((PyObject *)__pyx_n_s__dtype), ((PyObject *)__pyx_n_s__float64))<
0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_2 = PyEval_CallObjectWithKeywords(__pyx_t_3, ((PyObject *)__pyx_t_1), ((PyObject *)__pyx_t_8)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0; if (!(likely(((__pyx_t_2) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_10 = ((PyArrayObject *)__pyx_t_2); { __Pyx_BufFmt_StackElem __pyx_stack[1]; if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_outCount, (PyObject*)__pyx_t_10, &__Pyx_TypeInfo_nn___pyx_t_9histogram_DTYPE_float64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) { __pyx_v_outCount = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_bstruct_outCount.buf = NULL; {__pyx_filename = __pyx_f[0]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } else {__pyx_bstride_0_outCount = __pyx_bstruct_outCount.strides[0]; __pyx_bshape_0_outCount = __pyx_bstruct_outCount.shape[0]; } } __pyx_t_10 = 0; __pyx_v_outCount = ((PyArrayObject *)__pyx_t_2); __pyx_t_2 = 0;
96: cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outMerge = numpy.zeros(bins, dtype="float64")
/* "histogram.pyx":96 * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outData = numpy.zeros(bins, dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outCount = numpy.zeros(bins, dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outMerge = numpy.zeros(bins, dtype="float64") #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outPos = numpy.zeros(bins, dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] temp = numpy.zeros(size - 1, dtype="float64") */ __pyx_t_2 = __Pyx_GetName(__pyx_m, __pyx_n_s__numpy); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_t_8 = PyObject_GetAttr(__pyx_t_2, __pyx_n_s__zeros); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_t_2 = PyInt_FromLong(__pyx_v_bins); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_2)); if (PyDict_SetItem(__pyx_t_2, ((PyObject *)__pyx_n_s__dtype), ((PyObject *)__pyx_n_s__float64))<
0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_3 = PyEval_CallObjectWithKeywords(__pyx_t_8, ((PyObject *)__pyx_t_1), ((PyObject *)__pyx_t_2)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_11 = ((PyArrayObject *)__pyx_t_3); { __Pyx_BufFmt_StackElem __pyx_stack[1]; if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_outMerge, (PyObject*)__pyx_t_11, &__Pyx_TypeInfo_nn___pyx_t_9histogram_DTYPE_float64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) { __pyx_v_outMerge = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_bstruct_outMerge.buf = NULL; {__pyx_filename = __pyx_f[0]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } else {__pyx_bstride_0_outMerge = __pyx_bstruct_outMerge.strides[0]; __pyx_bshape_0_outMerge = __pyx_bstruct_outMerge.shape[0]; } } __pyx_t_11 = 0; __pyx_v_outMerge = ((PyArrayObject *)__pyx_t_3); __pyx_t_3 = 0;
97: cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outPos = numpy.zeros(bins, dtype="float64")
/* "histogram.pyx":97 * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outCount = numpy.zeros(bins, dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outMerge = numpy.zeros(bins, dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outPos = numpy.zeros(bins, dtype="float64") #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] temp = numpy.zeros(size - 1, dtype="float64") * cdef double bin_edge_min = pos.min() */ __pyx_t_3 = __Pyx_GetName(__pyx_m, __pyx_n_s__numpy); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_2 = PyObject_GetAttr(__pyx_t_3, __pyx_n_s__zeros); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_t_3 = PyInt_FromLong(__pyx_v_bins); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_3); __Pyx_GIVEREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_3)); if (PyDict_SetItem(__pyx_t_3, ((PyObject *)__pyx_n_s__dtype), ((PyObject *)__pyx_n_s__float64))<
0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_8 = PyEval_CallObjectWithKeywords(__pyx_t_2, ((PyObject *)__pyx_t_1), ((PyObject *)__pyx_t_3)); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; if (!(likely(((__pyx_t_8) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_8, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_12 = ((PyArrayObject *)__pyx_t_8); { __Pyx_BufFmt_StackElem __pyx_stack[1]; if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_outPos, (PyObject*)__pyx_t_12, &__Pyx_TypeInfo_nn___pyx_t_9histogram_DTYPE_float64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) { __pyx_v_outPos = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_bstruct_outPos.buf = NULL; {__pyx_filename = __pyx_f[0]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } else {__pyx_bstride_0_outPos = __pyx_bstruct_outPos.strides[0]; __pyx_bshape_0_outPos = __pyx_bstruct_outPos.shape[0]; } } __pyx_t_12 = 0; __pyx_v_outPos = ((PyArrayObject *)__pyx_t_8); __pyx_t_8 = 0;
98: cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] temp = numpy.zeros(size - 1, dtype="float64")
/* "histogram.pyx":98 * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outMerge = numpy.zeros(bins, dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outPos = numpy.zeros(bins, dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] temp = numpy.zeros(size - 1, dtype="float64") #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef double bin_edge_min = pos.min() * cdef double bin_edge_max = pos.max() * (1 + numpy.finfo(numpy.double).eps) */ __pyx_t_8 = __Pyx_GetName(__pyx_m, __pyx_n_s__numpy); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); __pyx_t_3 = PyObject_GetAttr(__pyx_t_8, __pyx_n_s__zeros); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; __pyx_t_8 = PyInt_FromLong((__pyx_v_size - 1)); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_8); __Pyx_GIVEREF(__pyx_t_8); __pyx_t_8 = 0; __pyx_t_8 = PyDict_New(); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_8)); if (PyDict_SetItem(__pyx_t_8, ((PyObject *)__pyx_n_s__dtype), ((PyObject *)__pyx_n_s__float64))<
0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_2 = PyEval_CallObjectWithKeywords(__pyx_t_3, ((PyObject *)__pyx_t_1), ((PyObject *)__pyx_t_8)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0; if (!(likely(((__pyx_t_2) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_13 = ((PyArrayObject *)__pyx_t_2); { __Pyx_BufFmt_StackElem __pyx_stack[1]; if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_temp, (PyObject*)__pyx_t_13, &__Pyx_TypeInfo_nn___pyx_t_9histogram_DTYPE_float64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) { __pyx_v_temp = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_bstruct_temp.buf = NULL; {__pyx_filename = __pyx_f[0]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } else {__pyx_bstride_0_temp = __pyx_bstruct_temp.strides[0]; __pyx_bshape_0_temp = __pyx_bstruct_temp.shape[0]; } } __pyx_t_13 = 0; __pyx_v_temp = ((PyArrayObject *)__pyx_t_2); __pyx_t_2 = 0;
99: cdef double bin_edge_min = pos.min()
/* "histogram.pyx":99 * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] outPos = numpy.zeros(bins, dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] temp = numpy.zeros(size - 1, dtype="float64") * cdef double bin_edge_min = pos.min() #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef double bin_edge_max = pos.max() * (1 + numpy.finfo(numpy.double).eps) * if bin_range is not None: */ __pyx_t_2 = PyObject_GetAttr(((PyObject *)__pyx_v_pos), __pyx_n_s__min); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_t_8 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_t_14 = __pyx_PyFloat_AsDouble(__pyx_t_8); if (unlikely((__pyx_t_14 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; __pyx_v_bin_edge_min = __pyx_t_14;
100: cdef double bin_edge_max = pos.max() * (1 + numpy.finfo(numpy.double).eps)
/* "histogram.pyx":100 * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] temp = numpy.zeros(size - 1, dtype="float64") * cdef double bin_edge_min = pos.min() * cdef double bin_edge_max = pos.max() * (1 + numpy.finfo(numpy.double).eps) #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* if bin_range is not None: * bin_edge_min = bin_range[0] */ __pyx_t_8 = PyObject_GetAttr(((PyObject *)__pyx_v_pos), __pyx_n_s__max); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); __pyx_t_2 = PyObject_Call(__pyx_t_8, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; __pyx_t_8 = __Pyx_GetName(__pyx_m, __pyx_n_s__numpy); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); __pyx_t_1 = PyObject_GetAttr(__pyx_t_8, __pyx_n_s__finfo); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; __pyx_t_8 = __Pyx_GetName(__pyx_m, __pyx_n_s__numpy); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); __pyx_t_3 = PyObject_GetAttr(__pyx_t_8, __pyx_n_s__double); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_8)); PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_3); __Pyx_GIVEREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_8), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0; __pyx_t_8 = PyObject_GetAttr(__pyx_t_3, __pyx_n_s__eps); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_t_3 = PyNumber_Add(__pyx_int_1, __pyx_t_8); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; __pyx_t_8 = PyNumber_Multiply(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_t_14 = __pyx_PyFloat_AsDouble(__pyx_t_8); if (unlikely((__pyx_t_14 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; __pyx_v_bin_edge_max = __pyx_t_14;
101: if bin_range is not None:
/* "histogram.pyx":101 * cdef double bin_edge_min = pos.min() * cdef double bin_edge_max = pos.max() * (1 + numpy.finfo(numpy.double).eps) * if bin_range is not None: #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* bin_edge_min = bin_range[0] * bin_edge_max = bin_range[1] * (1 + numpy.finfo(numpy.double).eps) */ __pyx_t_4 = (__pyx_v_bin_range != Py_None); if (__pyx_t_4) {
102: bin_edge_min = bin_range[0]
/* "histogram.pyx":102 * cdef double bin_edge_max = pos.max() * (1 + numpy.finfo(numpy.double).eps) * if bin_range is not None: * 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)) */ __pyx_t_8 = __Pyx_GetItemInt(__pyx_v_bin_range, 0, sizeof(long), PyInt_FromLong); if (!__pyx_t_8) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); __pyx_t_14 = __pyx_PyFloat_AsDouble(__pyx_t_8); if (unlikely((__pyx_t_14 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; __pyx_v_bin_edge_min = __pyx_t_14;
103: bin_edge_max = bin_range[1] * (1 + numpy.finfo(numpy.double).eps)
/* "histogram.pyx":103 * if bin_range is not None: * 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) */ __pyx_t_8 = __Pyx_GetItemInt(__pyx_v_bin_range, 1, sizeof(long), PyInt_FromLong); if (!__pyx_t_8) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_8); __pyx_t_3 = __Pyx_GetName(__pyx_m, __pyx_n_s__numpy); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_2 = PyObject_GetAttr(__pyx_t_3, __pyx_n_s__finfo); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_t_3 = __Pyx_GetName(__pyx_m, __pyx_n_s__numpy); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_1 = PyObject_GetAttr(__pyx_t_3, __pyx_n_s__double); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_3)); PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1); __Pyx_GIVEREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; __pyx_t_3 = PyObject_GetAttr(__pyx_t_1, __pyx_n_s__eps); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_t_1 = PyNumber_Add(__pyx_int_1, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_t_3 = PyNumber_Multiply(__pyx_t_8, __pyx_t_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_t_14 = __pyx_PyFloat_AsDouble(__pyx_t_3); if (unlikely((__pyx_t_14 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __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] * if (a<
bin_edge_min) or (a > bin_edge_max): #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* 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): * continue #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* 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) */ __pyx_t_28 = __pyx_v_idx; *__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; PyArrayObject *__pyx_v_outCount = 0; PyArrayObject *__pyx_v_outMerge = 0; PyArrayObject *__pyx_v_edges0 = 0; PyArrayObject *__pyx_v_edges1 = 0; double __pyx_v_min0; double __pyx_v_max0; double __pyx_v_min1; double __pyx_v_max1; double __pyx_v_idp0; double __pyx_v_idp1; double __pyx_v_dbin0; double __pyx_v_dbin1; double __pyx_v_fbin0; double __pyx_v_fbin1; double __pyx_v_p0; double __pyx_v_p1; double __pyx_v_d; double __pyx_v_rest; double __pyx_v_delta0l; double __pyx_v_delta0r; double __pyx_v_delta1l; double __pyx_v_delta1r; double __pyx_v_area; Py_buffer __pyx_bstruct_edges0; Py_ssize_t __pyx_bstride_0_edges0 = 0; Py_ssize_t __pyx_bshape_0_edges0 = 0; Py_buffer __pyx_bstruct_edges1; Py_ssize_t __pyx_bstride_0_edges1 = 0; Py_ssize_t __pyx_bshape_0_edges1 = 0; Py_buffer __pyx_bstruct_outMerge; Py_ssize_t __pyx_bstride_0_outMerge = 0; Py_ssize_t __pyx_bstride_1_outMerge = 0; Py_ssize_t __pyx_bshape_0_outMerge = 0; Py_ssize_t __pyx_bshape_1_outMerge = 0; Py_buffer __pyx_bstruct_outCount; Py_ssize_t __pyx_bstride_0_outCount = 0; Py_ssize_t __pyx_bstride_1_outCount = 0; Py_ssize_t __pyx_bshape_0_outCount = 0; Py_ssize_t __pyx_bshape_1_outCount = 0; Py_buffer __pyx_bstruct_data; Py_ssize_t __pyx_bstride_0_data = 0; Py_ssize_t __pyx_bshape_0_data = 0; Py_buffer __pyx_bstruct_cpos1; Py_ssize_t __pyx_bstride_0_cpos1 = 0; Py_ssize_t __pyx_bshape_0_cpos1 = 0; Py_buffer __pyx_bstruct_cpos0; Py_ssize_t __pyx_bstride_0_cpos0 = 0; Py_ssize_t __pyx_bshape_0_cpos0 = 0; Py_buffer __pyx_bstruct_outData; Py_ssize_t __pyx_bstride_0_outData = 0; Py_ssize_t __pyx_bstride_1_outData = 0; Py_ssize_t __pyx_bshape_0_outData = 0; Py_ssize_t __pyx_bshape_1_outData = 0; PyObject *__pyx_r = NULL; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__pos0,&__pyx_n_s__pos1,&__pyx_n_s__bins,&__pyx_n_s__weights,&__pyx_n_s__split,&__pyx_n_s__nthread,&__pyx_n_s__dummy,0}; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("histogram2d"); __pyx_self = __pyx_self; { PyObject* values[7] = {0,0,0,0,0,0,0}; values[4] = __pyx_k_3; /* "histogram.pyx":194 * @cython.boundscheck(False) * @cython.wraparound(False) * def histogram2d(numpy.ndarray pos0 not None, #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* numpy.ndarray pos1 not None, * bins not None, */ __pyx_k_tuple_22 = PyTuple_New(43); if (unlikely(!__pyx_k_tuple_22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_k_tuple_22)); __Pyx_INCREF(((PyObject *)__pyx_n_s__pos0)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 0, ((PyObject *)__pyx_n_s__pos0)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__pos0)); __Pyx_INCREF(((PyObject *)__pyx_n_s__pos1)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 1, ((PyObject *)__pyx_n_s__pos1)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__pos1)); __Pyx_INCREF(((PyObject *)__pyx_n_s__bins)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 2, ((PyObject *)__pyx_n_s__bins)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__bins)); __Pyx_INCREF(((PyObject *)__pyx_n_s__weights)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 3, ((PyObject *)__pyx_n_s__weights)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__weights)); __Pyx_INCREF(((PyObject *)__pyx_n_s__split)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 4, ((PyObject *)__pyx_n_s__split)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__split)); __Pyx_INCREF(((PyObject *)__pyx_n_s__nthread)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 5, ((PyObject *)__pyx_n_s__nthread)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__nthread)); __Pyx_INCREF(((PyObject *)__pyx_n_s__dummy)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 6, ((PyObject *)__pyx_n_s__dummy)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__dummy)); __Pyx_INCREF(((PyObject *)__pyx_n_s__bin0)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 7, ((PyObject *)__pyx_n_s__bin0)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__bin0)); __Pyx_INCREF(((PyObject *)__pyx_n_s__bin1)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 8, ((PyObject *)__pyx_n_s__bin1)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__bin1)); __Pyx_INCREF(((PyObject *)__pyx_n_s__i)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 9, ((PyObject *)__pyx_n_s__i)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__i)); __Pyx_INCREF(((PyObject *)__pyx_n_s__j)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 10, ((PyObject *)__pyx_n_s__j)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__j)); __Pyx_INCREF(((PyObject *)__pyx_n_s__b0)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 11, ((PyObject *)__pyx_n_s__b0)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__b0)); __Pyx_INCREF(((PyObject *)__pyx_n_s__b1)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 12, ((PyObject *)__pyx_n_s__b1)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__b1)); __Pyx_INCREF(((PyObject *)__pyx_n_s__size)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 13, ((PyObject *)__pyx_n_s__size)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__size)); __Pyx_INCREF(((PyObject *)__pyx_n_s__csplit)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 14, ((PyObject *)__pyx_n_s__csplit)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__csplit)); __Pyx_INCREF(((PyObject *)__pyx_n_s__cpos0)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 15, ((PyObject *)__pyx_n_s__cpos0)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__cpos0)); __Pyx_INCREF(((PyObject *)__pyx_n_s__cpos1)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 16, ((PyObject *)__pyx_n_s__cpos1)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__cpos1)); __Pyx_INCREF(((PyObject *)__pyx_n_s__data)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 17, ((PyObject *)__pyx_n_s__data)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__data)); __Pyx_INCREF(((PyObject *)__pyx_n_s__outData)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 18, ((PyObject *)__pyx_n_s__outData)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__outData)); __Pyx_INCREF(((PyObject *)__pyx_n_s__outCount)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 19, ((PyObject *)__pyx_n_s__outCount)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__outCount)); __Pyx_INCREF(((PyObject *)__pyx_n_s__outMerge)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 20, ((PyObject *)__pyx_n_s__outMerge)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__outMerge)); __Pyx_INCREF(((PyObject *)__pyx_n_s__edges0)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 21, ((PyObject *)__pyx_n_s__edges0)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__edges0)); __Pyx_INCREF(((PyObject *)__pyx_n_s__edges1)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 22, ((PyObject *)__pyx_n_s__edges1)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__edges1)); __Pyx_INCREF(((PyObject *)__pyx_n_s__min0)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 23, ((PyObject *)__pyx_n_s__min0)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__min0)); __Pyx_INCREF(((PyObject *)__pyx_n_s__max0)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 24, ((PyObject *)__pyx_n_s__max0)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__max0)); __Pyx_INCREF(((PyObject *)__pyx_n_s__min1)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 25, ((PyObject *)__pyx_n_s__min1)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__min1)); __Pyx_INCREF(((PyObject *)__pyx_n_s__max1)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 26, ((PyObject *)__pyx_n_s__max1)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__max1)); __Pyx_INCREF(((PyObject *)__pyx_n_s__idp0)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 27, ((PyObject *)__pyx_n_s__idp0)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__idp0)); __Pyx_INCREF(((PyObject *)__pyx_n_s__idp1)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 28, ((PyObject *)__pyx_n_s__idp1)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__idp1)); __Pyx_INCREF(((PyObject *)__pyx_n_s__dbin0)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 29, ((PyObject *)__pyx_n_s__dbin0)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__dbin0)); __Pyx_INCREF(((PyObject *)__pyx_n_s__dbin1)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 30, ((PyObject *)__pyx_n_s__dbin1)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__dbin1)); __Pyx_INCREF(((PyObject *)__pyx_n_s__fbin0)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 31, ((PyObject *)__pyx_n_s__fbin0)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__fbin0)); __Pyx_INCREF(((PyObject *)__pyx_n_s__fbin1)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 32, ((PyObject *)__pyx_n_s__fbin1)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__fbin1)); __Pyx_INCREF(((PyObject *)__pyx_n_s__p0)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 33, ((PyObject *)__pyx_n_s__p0)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__p0)); __Pyx_INCREF(((PyObject *)__pyx_n_s__p1)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 34, ((PyObject *)__pyx_n_s__p1)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__p1)); __Pyx_INCREF(((PyObject *)__pyx_n_s__d)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 35, ((PyObject *)__pyx_n_s__d)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__d)); __Pyx_INCREF(((PyObject *)__pyx_n_s__rest)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 36, ((PyObject *)__pyx_n_s__rest)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__rest)); __Pyx_INCREF(((PyObject *)__pyx_n_s__delta0l)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 37, ((PyObject *)__pyx_n_s__delta0l)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__delta0l)); __Pyx_INCREF(((PyObject *)__pyx_n_s__delta0r)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 38, ((PyObject *)__pyx_n_s__delta0r)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__delta0r)); __Pyx_INCREF(((PyObject *)__pyx_n_s__delta1l)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 39, ((PyObject *)__pyx_n_s__delta1l)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__delta1l)); __Pyx_INCREF(((PyObject *)__pyx_n_s__delta1r)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 40, ((PyObject *)__pyx_n_s__delta1r)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__delta1r)); __Pyx_INCREF(((PyObject *)__pyx_n_s__aera)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 41, ((PyObject *)__pyx_n_s__aera)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__aera)); __Pyx_INCREF(((PyObject *)__pyx_n_s__area)); PyTuple_SET_ITEM(__pyx_k_tuple_22, 42, ((PyObject *)__pyx_n_s__area)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__area)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_22)); /* "histogram.pyx":194 * @cython.boundscheck(False) * @cython.wraparound(False) * def histogram2d(numpy.ndarray pos0 not None, #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* numpy.ndarray pos1 not None, * bins not None, */ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_9histogram_1histogram2d, NULL, __pyx_n_s__histogram); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); if (PyObject_SetAttr(__pyx_m, __pyx_n_s__histogram2d, __pyx_t_1)<
0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
195: numpy.ndarray pos1 not None,
196: bins not None,
197: numpy.ndarray weights not None,
198: split=True,
/* "histogram.pyx":198 * bins not None, * numpy.ndarray weights not None, * split=True, #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* nthread=None, * double dummy=0.0): */ __pyx_t_1 = __Pyx_PyBool_FromLong(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_k_3 = __pyx_t_1; __Pyx_GIVEREF(__pyx_t_1); __pyx_t_1 = 0;
199: nthread=None,
/* "histogram.pyx":199 * numpy.ndarray weights not None, * split=True, * nthread=None, #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* double dummy=0.0): * """ */ values[5] = ((PyObject *)Py_None); if (unlikely(__pyx_kwds)) { Py_ssize_t kw_args; switch (PyTuple_GET_SIZE(__pyx_args)) { case 7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6); case 6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5); case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4); case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); case 0: break; default: goto __pyx_L5_argtuple_error; } kw_args = PyDict_Size(__pyx_kwds); switch (PyTuple_GET_SIZE(__pyx_args)) { case 0: values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__pos0); if (likely(values[0])) kw_args--; else goto __pyx_L5_argtuple_error; case 1: values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__pos1); if (likely(values[1])) kw_args--; else { __Pyx_RaiseArgtupleInvalid("histogram2d", 0, 4, 7, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 2: values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__bins); if (likely(values[2])) kw_args--; else { __Pyx_RaiseArgtupleInvalid("histogram2d", 0, 4, 7, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 3: values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__weights); if (likely(values[3])) kw_args--; else { __Pyx_RaiseArgtupleInvalid("histogram2d", 0, 4, 7, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } case 4: if (kw_args > 0) { PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__split); if (value) { values[4] = value; kw_args--; } } case 5: if (kw_args > 0) { PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nthread); if (value) { values[5] = value; kw_args--; } } case 6: if (kw_args > 0) { PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__dummy); if (value) { values[6] = value; kw_args--; } } } if (unlikely(kw_args > 0)) { if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "histogram2d")<
0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } } else { switch (PyTuple_GET_SIZE(__pyx_args)) { case 7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6); case 6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5); case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4); case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); values[2] = PyTuple_GET_ITEM(__pyx_args, 2); values[1] = PyTuple_GET_ITEM(__pyx_args, 1); values[0] = PyTuple_GET_ITEM(__pyx_args, 0); break; default: goto __pyx_L5_argtuple_error; } } __pyx_v_pos0 = ((PyArrayObject *)values[0]); __pyx_v_pos1 = ((PyArrayObject *)values[1]); __pyx_v_bins = values[2]; __pyx_v_weights = ((PyArrayObject *)values[3]); __pyx_v_split = values[4]; __pyx_v_nthread = values[5]; if (values[6]) { __pyx_v_dummy = __pyx_PyFloat_AsDouble(values[6]); if (unlikely((__pyx_v_dummy == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 200; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } else {
200: double dummy=0.0):
/* "histogram.pyx":200 * split=True, * nthread=None, * double dummy=0.0): #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* """ * Calculate 2D histogram of pos0,pos1 weighted by weights */ __pyx_v_dummy = ((double)0.0); } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; __Pyx_RaiseArgtupleInvalid("histogram2d", 0, 4, 7, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_L3_error:; __Pyx_AddTraceback("histogram.histogram2d", __pyx_clineno, __pyx_lineno, __pyx_filename); __Pyx_RefNannyFinishContext(); return NULL; __pyx_L4_argument_unpacking_done:; __pyx_bstruct_cpos0.buf = NULL; __pyx_bstruct_cpos1.buf = NULL; __pyx_bstruct_data.buf = NULL; __pyx_bstruct_outData.buf = NULL; __pyx_bstruct_outCount.buf = NULL; __pyx_bstruct_outMerge.buf = NULL; __pyx_bstruct_edges0.buf = NULL; __pyx_bstruct_edges1.buf = NULL; if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_pos0), __pyx_ptype_5numpy_ndarray, 0, "pos0", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_pos1), __pyx_ptype_5numpy_ndarray, 0, "pos1", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 195; __pyx_clineno = __LINE__; goto __pyx_L1_error;} if (unlikely(((PyObject *)__pyx_v_bins) == Py_None)) { PyErr_Format(PyExc_TypeError, "Argument 'bins' must not be None"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 196; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_weights), __pyx_ptype_5numpy_ndarray, 0, "weights", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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)
213: """
214: assert pos0.size == pos1.size
/* "histogram.pyx":214 * @return I, edges0, edges1, weighted histogram(2D), unweighted histogram (2D) * """ * assert pos0.size == pos1.size #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* # if weights is not No: * assert pos0.size == weights.size */ #ifndef CYTHON_WITHOUT_ASSERTIONS __pyx_t_1 = PyObject_GetAttr(((PyObject *)__pyx_v_pos0), __pyx_n_s__size); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 214; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_2 = PyObject_GetAttr(((PyObject *)__pyx_v_pos1), __pyx_n_s__size); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 214; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_t_3 = PyObject_RichCompare(__pyx_t_1, __pyx_t_2, Py_EQ); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 214; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_4<
0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 214; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; if (unlikely(!__pyx_t_4)) { PyErr_SetNone(PyExc_AssertionError); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 214; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } #endif
215: # if weights is not No:
216: assert pos0.size == weights.size
/* "histogram.pyx":216 * assert pos0.size == pos1.size * # if weights is not No: * assert pos0.size == weights.size #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef long bin0, bin1, i, j, b0, b1 * cdef long size = pos0.size */ #ifndef CYTHON_WITHOUT_ASSERTIONS __pyx_t_3 = PyObject_GetAttr(((PyObject *)__pyx_v_pos0), __pyx_n_s__size); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 216; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_2 = PyObject_GetAttr(((PyObject *)__pyx_v_weights), __pyx_n_s__size); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 216; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_t_1 = PyObject_RichCompare(__pyx_t_3, __pyx_t_2, Py_EQ); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 216; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_4<
0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 216; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (unlikely(!__pyx_t_4)) { PyErr_SetNone(PyExc_AssertionError); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 216; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } #endif
217: cdef long bin0, bin1, i, j, b0, b1
218: cdef long size = pos0.size
/* "histogram.pyx":218 * assert pos0.size == weights.size * cdef long bin0, bin1, i, j, b0, b1 * cdef long size = pos0.size #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* try: * bin0, bin1 = tuple(bins) */ __pyx_t_1 = PyObject_GetAttr(((PyObject *)__pyx_v_pos0), __pyx_n_s__size); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 218; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_5 = __Pyx_PyInt_AsLong(__pyx_t_1); if (unlikely((__pyx_t_5 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 218; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_v_size = __pyx_t_5;
219: try:
/* "histogram.pyx":219 * cdef long bin0, bin1, i, j, b0, b1 * cdef long size = pos0.size * try: #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* bin0, bin1 = tuple(bins) * except: */ { __Pyx_ExceptionSave(&__pyx_t_6, &__pyx_t_7, &__pyx_t_8); __Pyx_XGOTREF(__pyx_t_6); __Pyx_XGOTREF(__pyx_t_7); __Pyx_XGOTREF(__pyx_t_8); /*try:*/ {
220: bin0, bin1 = tuple(bins)
/* "histogram.pyx":220 * cdef long size = pos0.size * try: * bin0, bin1 = tuple(bins) #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* except: * bin0 = bin1 =<
long > bins */ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L6_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); __Pyx_INCREF(__pyx_v_bins); PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_bins); __Pyx_GIVEREF(__pyx_v_bins); __pyx_t_2 = PyObject_Call(((PyObject *)((PyObject*)(&PyTuple_Type))), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L6_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; if (likely(PyTuple_CheckExact(__pyx_t_2))) { PyObject* sequence = __pyx_t_2; if (unlikely(PyTuple_GET_SIZE(sequence) != 2)) { if (PyTuple_GET_SIZE(sequence) > 2) __Pyx_RaiseTooManyValuesError(2); else __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(sequence)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L6_error;} } __pyx_t_1 = PyTuple_GET_ITEM(sequence, 0); __pyx_t_3 = PyTuple_GET_ITEM(sequence, 1); __Pyx_INCREF(__pyx_t_1); __Pyx_INCREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; } else { __Pyx_UnpackTupleError(__pyx_t_2, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L6_error;} } __pyx_t_5 = __Pyx_PyInt_AsLong(__pyx_t_1); if (unlikely((__pyx_t_5 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L6_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_t_9 = __Pyx_PyInt_AsLong(__pyx_t_3); if (unlikely((__pyx_t_9 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L6_error;} __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_v_bin0 = __pyx_t_5; __pyx_v_bin1 = __pyx_t_9; } __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0; __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0; __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0; goto __pyx_L13_try_end; __pyx_L6_error:; __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
221: except:
/* "histogram.pyx":221 * try: * bin0, bin1 = tuple(bins) * except: #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* bin0 = bin1 =<
long > bins * if bin0<
= 0: */ /*except:*/ { __Pyx_AddTraceback("histogram.histogram2d", __pyx_clineno, __pyx_lineno, __pyx_filename); if (__Pyx_GetException(&__pyx_t_2, &__pyx_t_3, &__pyx_t_1)<
0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;} __Pyx_GOTREF(__pyx_t_2); __Pyx_GOTREF(__pyx_t_3); __Pyx_GOTREF(__pyx_t_1);
222: bin0 = bin1 = < long > bins
/* "histogram.pyx":222 * bin0, bin1 = tuple(bins) * except: * bin0 = bin1 =<
long > bins #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* if bin0<
= 0: * bin0 = 1 */ __pyx_t_9 = __Pyx_PyInt_AsLong(__pyx_v_bins); if (unlikely((__pyx_t_9 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 222; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;} __pyx_v_bin0 = ((long)__pyx_t_9); __pyx_v_bin1 = ((long)__pyx_t_9); __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; goto __pyx_L7_exception_handled; } __pyx_L8_except_error:; __Pyx_XGIVEREF(__pyx_t_6); __Pyx_XGIVEREF(__pyx_t_7); __Pyx_XGIVEREF(__pyx_t_8); __Pyx_ExceptionReset(__pyx_t_6, __pyx_t_7, __pyx_t_8); goto __pyx_L1_error; __pyx_L7_exception_handled:; __Pyx_XGIVEREF(__pyx_t_6); __Pyx_XGIVEREF(__pyx_t_7); __Pyx_XGIVEREF(__pyx_t_8); __Pyx_ExceptionReset(__pyx_t_6, __pyx_t_7, __pyx_t_8); __pyx_L13_try_end:; }
223: if bin0 <= 0:
/* "histogram.pyx":223 * except: * bin0 = bin1 =<
long > bins * if bin0<
= 0: #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* bin0 = 1 * if bin1<
= 0: */ __pyx_t_4 = (__pyx_v_bin0<
= 0); if (__pyx_t_4) {
224: bin0 = 1
/* "histogram.pyx":224 * bin0 = bin1 =<
long > bins * if bin0<
= 0: * bin0 = 1 #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* if bin1<
= 0: * bin1 = 1 */ __pyx_v_bin0 = 1; goto __pyx_L16; } __pyx_L16:;
225: if bin1 <= 0:
/* "histogram.pyx":225 * if bin0<
= 0: * bin0 = 1 * if bin1<
= 0: #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* bin1 = 1 * cdef int csplit = split */ __pyx_t_4 = (__pyx_v_bin1<
= 0); if (__pyx_t_4) {
226: bin1 = 1
/* "histogram.pyx":226 * bin0 = 1 * if bin1<
= 0: * bin1 = 1 #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef int csplit = split * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos0 = pos0.astype("float64").flatten() */ __pyx_v_bin1 = 1; goto __pyx_L17; } __pyx_L17:;
227: cdef int csplit = split
/* "histogram.pyx":227 * if bin1<
= 0: * bin1 = 1 * cdef int csplit = split #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos0 = pos0.astype("float64").flatten() * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos1 = pos1.astype("float64").flatten() */ __pyx_t_10 = __Pyx_PyInt_AsInt(__pyx_v_split); if (unlikely((__pyx_t_10 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_v_csplit = __pyx_t_10;
228: cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos0 = pos0.astype("float64").flatten()
/* "histogram.pyx":228 * bin1 = 1 * cdef int csplit = split * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos0 = pos0.astype("float64").flatten() #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos1 = pos1.astype("float64").flatten() * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] data = weights.astype("float64").flatten() */ __pyx_t_1 = PyObject_GetAttr(((PyObject *)__pyx_v_pos0), __pyx_n_s__astype); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_4), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_t_1 = PyObject_GetAttr(__pyx_t_3, __pyx_n_s__flatten); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_11 = ((PyArrayObject *)__pyx_t_3); { __Pyx_BufFmt_StackElem __pyx_stack[1]; if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_cpos0, (PyObject*)__pyx_t_11, &__Pyx_TypeInfo_nn___pyx_t_9histogram_DTYPE_float64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) { __pyx_v_cpos0 = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_bstruct_cpos0.buf = NULL; {__pyx_filename = __pyx_f[0]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } else {__pyx_bstride_0_cpos0 = __pyx_bstruct_cpos0.strides[0]; __pyx_bshape_0_cpos0 = __pyx_bstruct_cpos0.shape[0]; } } __pyx_t_11 = 0; __pyx_v_cpos0 = ((PyArrayObject *)__pyx_t_3); __pyx_t_3 = 0; /* "histogram.pyx":228 * bin1 = 1 * cdef int csplit = split * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos0 = pos0.astype("float64").flatten() #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos1 = pos1.astype("float64").flatten() * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] data = weights.astype("float64").flatten() */ __pyx_k_tuple_4 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_k_tuple_4)); __Pyx_INCREF(((PyObject *)__pyx_n_s__float64)); PyTuple_SET_ITEM(__pyx_k_tuple_4, 0, ((PyObject *)__pyx_n_s__float64)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__float64)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_4));
229: cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos1 = pos1.astype("float64").flatten()
/* "histogram.pyx":229 * cdef int csplit = split * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos0 = pos0.astype("float64").flatten() * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos1 = pos1.astype("float64").flatten() #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] data = weights.astype("float64").flatten() * cdef numpy.ndarray[DTYPE_float64_t, ndim = 2] outData = numpy.zeros((bin0, bin1), dtype="float64") */ __pyx_t_3 = PyObject_GetAttr(((PyObject *)__pyx_v_pos1), __pyx_n_s__astype); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 229; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_k_tuple_5), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 229; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_t_3 = PyObject_GetAttr(__pyx_t_1, __pyx_n_s__flatten); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 229; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 229; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 229; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_12 = ((PyArrayObject *)__pyx_t_1); { __Pyx_BufFmt_StackElem __pyx_stack[1]; if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_cpos1, (PyObject*)__pyx_t_12, &__Pyx_TypeInfo_nn___pyx_t_9histogram_DTYPE_float64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) { __pyx_v_cpos1 = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_bstruct_cpos1.buf = NULL; {__pyx_filename = __pyx_f[0]; __pyx_lineno = 229; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } else {__pyx_bstride_0_cpos1 = __pyx_bstruct_cpos1.strides[0]; __pyx_bshape_0_cpos1 = __pyx_bstruct_cpos1.shape[0]; } } __pyx_t_12 = 0; __pyx_v_cpos1 = ((PyArrayObject *)__pyx_t_1); __pyx_t_1 = 0; /* "histogram.pyx":229 * cdef int csplit = split * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos0 = pos0.astype("float64").flatten() * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos1 = pos1.astype("float64").flatten() #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] data = weights.astype("float64").flatten() * cdef numpy.ndarray[DTYPE_float64_t, ndim = 2] outData = numpy.zeros((bin0, bin1), dtype="float64") */ __pyx_k_tuple_5 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 229; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_k_tuple_5)); __Pyx_INCREF(((PyObject *)__pyx_n_s__float64)); PyTuple_SET_ITEM(__pyx_k_tuple_5, 0, ((PyObject *)__pyx_n_s__float64)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__float64)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_5));
230: cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] data = weights.astype("float64").flatten()
/* "histogram.pyx":230 * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos0 = pos0.astype("float64").flatten() * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos1 = pos1.astype("float64").flatten() * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] data = weights.astype("float64").flatten() #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef numpy.ndarray[DTYPE_float64_t, ndim = 2] outData = numpy.zeros((bin0, bin1), dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 2] outCount = numpy.zeros((bin0, bin1), dtype="float64") */ __pyx_t_1 = PyObject_GetAttr(((PyObject *)__pyx_v_weights), __pyx_n_s__astype); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 230; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_6), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 230; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_t_1 = PyObject_GetAttr(__pyx_t_3, __pyx_n_s__flatten); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 230; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 230; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 230; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_13 = ((PyArrayObject *)__pyx_t_3); { __Pyx_BufFmt_StackElem __pyx_stack[1]; if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_data, (PyObject*)__pyx_t_13, &__Pyx_TypeInfo_nn___pyx_t_9histogram_DTYPE_float64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) { __pyx_v_data = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_bstruct_data.buf = NULL; {__pyx_filename = __pyx_f[0]; __pyx_lineno = 230; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } else {__pyx_bstride_0_data = __pyx_bstruct_data.strides[0]; __pyx_bshape_0_data = __pyx_bstruct_data.shape[0]; } } __pyx_t_13 = 0; __pyx_v_data = ((PyArrayObject *)__pyx_t_3); __pyx_t_3 = 0; /* "histogram.pyx":230 * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos0 = pos0.astype("float64").flatten() * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos1 = pos1.astype("float64").flatten() * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] data = weights.astype("float64").flatten() #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef numpy.ndarray[DTYPE_float64_t, ndim = 2] outData = numpy.zeros((bin0, bin1), dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 2] outCount = numpy.zeros((bin0, bin1), dtype="float64") */ __pyx_k_tuple_6 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 230; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_k_tuple_6)); __Pyx_INCREF(((PyObject *)__pyx_n_s__float64)); PyTuple_SET_ITEM(__pyx_k_tuple_6, 0, ((PyObject *)__pyx_n_s__float64)); __Pyx_GIVEREF(((PyObject *)__pyx_n_s__float64)); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_6));
231: cdef numpy.ndarray[DTYPE_float64_t, ndim = 2] outData = numpy.zeros((bin0, bin1), dtype="float64")
/* "histogram.pyx":231 * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] cpos1 = pos1.astype("float64").flatten() * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] data = weights.astype("float64").flatten() * cdef numpy.ndarray[DTYPE_float64_t, ndim = 2] outData = numpy.zeros((bin0, bin1), dtype="float64") #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef numpy.ndarray[DTYPE_float64_t, ndim = 2] outCount = numpy.zeros((bin0, bin1), dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 2] outMerge = numpy.zeros((bin0, bin1), dtype="float64") */ __pyx_t_3 = __Pyx_GetName(__pyx_m, __pyx_n_s__numpy); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 231; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_1 = PyObject_GetAttr(__pyx_t_3, __pyx_n_s__zeros); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 231; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_t_3 = PyInt_FromLong(__pyx_v_bin0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 231; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_2 = PyInt_FromLong(__pyx_v_bin1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 231; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_t_14 = PyTuple_New(2); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 231; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_14)); PyTuple_SET_ITEM(__pyx_t_14, 0, __pyx_t_3); __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_14, 1, __pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __pyx_t_3 = 0; __pyx_t_2 = 0; __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 231; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_2)); PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_14)); __Pyx_GIVEREF(((PyObject *)__pyx_t_14)); __pyx_t_14 = 0; __pyx_t_14 = PyDict_New(); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 231; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_14)); if (PyDict_SetItem(__pyx_t_14, ((PyObject *)__pyx_n_s__dtype), ((PyObject *)__pyx_n_s__float64))<
0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 231; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_3 = PyEval_CallObjectWithKeywords(__pyx_t_1, ((PyObject *)__pyx_t_2), ((PyObject *)__pyx_t_14)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 231; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_14)); __pyx_t_14 = 0; if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 231; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_15 = ((PyArrayObject *)__pyx_t_3); { __Pyx_BufFmt_StackElem __pyx_stack[1]; if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_outData, (PyObject*)__pyx_t_15, &__Pyx_TypeInfo_nn___pyx_t_9histogram_DTYPE_float64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 2, 0, __pyx_stack) == -1)) { __pyx_v_outData = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_bstruct_outData.buf = NULL; {__pyx_filename = __pyx_f[0]; __pyx_lineno = 231; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } else {__pyx_bstride_0_outData = __pyx_bstruct_outData.strides[0]; __pyx_bstride_1_outData = __pyx_bstruct_outData.strides[1]; __pyx_bshape_0_outData = __pyx_bstruct_outData.shape[0]; __pyx_bshape_1_outData = __pyx_bstruct_outData.shape[1]; } } __pyx_t_15 = 0; __pyx_v_outData = ((PyArrayObject *)__pyx_t_3); __pyx_t_3 = 0;
232: cdef numpy.ndarray[DTYPE_float64_t, ndim = 2] outCount = numpy.zeros((bin0, bin1), dtype="float64")
/* "histogram.pyx":232 * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] data = weights.astype("float64").flatten() * cdef numpy.ndarray[DTYPE_float64_t, ndim = 2] outData = numpy.zeros((bin0, bin1), dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 2] outCount = numpy.zeros((bin0, bin1), dtype="float64") #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef numpy.ndarray[DTYPE_float64_t, ndim = 2] outMerge = numpy.zeros((bin0, bin1), dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] edges0 = numpy.zeros(bin0, dtype="float64") */ __pyx_t_3 = __Pyx_GetName(__pyx_m, __pyx_n_s__numpy); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_14 = PyObject_GetAttr(__pyx_t_3, __pyx_n_s__zeros); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_14); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_t_3 = PyInt_FromLong(__pyx_v_bin0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_2 = PyInt_FromLong(__pyx_v_bin1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_3); __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __pyx_t_3 = 0; __pyx_t_2 = 0; __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_2)); PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_1)); __Pyx_GIVEREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); if (PyDict_SetItem(__pyx_t_1, ((PyObject *)__pyx_n_s__dtype), ((PyObject *)__pyx_n_s__float64))<
0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_3 = PyEval_CallObjectWithKeywords(__pyx_t_14, ((PyObject *)__pyx_t_2), ((PyObject *)__pyx_t_1)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_16 = ((PyArrayObject *)__pyx_t_3); { __Pyx_BufFmt_StackElem __pyx_stack[1]; if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_outCount, (PyObject*)__pyx_t_16, &__Pyx_TypeInfo_nn___pyx_t_9histogram_DTYPE_float64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 2, 0, __pyx_stack) == -1)) { __pyx_v_outCount = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_bstruct_outCount.buf = NULL; {__pyx_filename = __pyx_f[0]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } else {__pyx_bstride_0_outCount = __pyx_bstruct_outCount.strides[0]; __pyx_bstride_1_outCount = __pyx_bstruct_outCount.strides[1]; __pyx_bshape_0_outCount = __pyx_bstruct_outCount.shape[0]; __pyx_bshape_1_outCount = __pyx_bstruct_outCount.shape[1]; } } __pyx_t_16 = 0; __pyx_v_outCount = ((PyArrayObject *)__pyx_t_3); __pyx_t_3 = 0;
233: cdef numpy.ndarray[DTYPE_float64_t, ndim = 2] outMerge = numpy.zeros((bin0, bin1), dtype="float64")
/* "histogram.pyx":233 * cdef numpy.ndarray[DTYPE_float64_t, ndim = 2] outData = numpy.zeros((bin0, bin1), dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 2] outCount = numpy.zeros((bin0, bin1), dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 2] outMerge = numpy.zeros((bin0, bin1), dtype="float64") #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] edges0 = numpy.zeros(bin0, dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] edges1 = numpy.zeros(bin1, dtype="float64") */ __pyx_t_3 = __Pyx_GetName(__pyx_m, __pyx_n_s__numpy); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_1 = PyObject_GetAttr(__pyx_t_3, __pyx_n_s__zeros); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_t_3 = PyInt_FromLong(__pyx_v_bin0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_2 = PyInt_FromLong(__pyx_v_bin1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_t_14 = PyTuple_New(2); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_14)); PyTuple_SET_ITEM(__pyx_t_14, 0, __pyx_t_3); __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_14, 1, __pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __pyx_t_3 = 0; __pyx_t_2 = 0; __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_2)); PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_14)); __Pyx_GIVEREF(((PyObject *)__pyx_t_14)); __pyx_t_14 = 0; __pyx_t_14 = PyDict_New(); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_14)); if (PyDict_SetItem(__pyx_t_14, ((PyObject *)__pyx_n_s__dtype), ((PyObject *)__pyx_n_s__float64))<
0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_3 = PyEval_CallObjectWithKeywords(__pyx_t_1, ((PyObject *)__pyx_t_2), ((PyObject *)__pyx_t_14)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_14)); __pyx_t_14 = 0; if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_17 = ((PyArrayObject *)__pyx_t_3); { __Pyx_BufFmt_StackElem __pyx_stack[1]; if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_outMerge, (PyObject*)__pyx_t_17, &__Pyx_TypeInfo_nn___pyx_t_9histogram_DTYPE_float64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 2, 0, __pyx_stack) == -1)) { __pyx_v_outMerge = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_bstruct_outMerge.buf = NULL; {__pyx_filename = __pyx_f[0]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } else {__pyx_bstride_0_outMerge = __pyx_bstruct_outMerge.strides[0]; __pyx_bstride_1_outMerge = __pyx_bstruct_outMerge.strides[1]; __pyx_bshape_0_outMerge = __pyx_bstruct_outMerge.shape[0]; __pyx_bshape_1_outMerge = __pyx_bstruct_outMerge.shape[1]; } } __pyx_t_17 = 0; __pyx_v_outMerge = ((PyArrayObject *)__pyx_t_3); __pyx_t_3 = 0;
234: cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] edges0 = numpy.zeros(bin0, dtype="float64")
/* "histogram.pyx":234 * cdef numpy.ndarray[DTYPE_float64_t, ndim = 2] outCount = numpy.zeros((bin0, bin1), dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 2] outMerge = numpy.zeros((bin0, bin1), dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] edges0 = numpy.zeros(bin0, dtype="float64") #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] edges1 = numpy.zeros(bin1, dtype="float64") * cdef double min0 = pos0.min() */ __pyx_t_3 = __Pyx_GetName(__pyx_m, __pyx_n_s__numpy); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_14 = PyObject_GetAttr(__pyx_t_3, __pyx_n_s__zeros); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_14); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_t_3 = PyInt_FromLong(__pyx_v_bin0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_2)); PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_3); __Pyx_GIVEREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_3)); if (PyDict_SetItem(__pyx_t_3, ((PyObject *)__pyx_n_s__dtype), ((PyObject *)__pyx_n_s__float64))<
0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_1 = PyEval_CallObjectWithKeywords(__pyx_t_14, ((PyObject *)__pyx_t_2), ((PyObject *)__pyx_t_3)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_18 = ((PyArrayObject *)__pyx_t_1); { __Pyx_BufFmt_StackElem __pyx_stack[1]; if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_edges0, (PyObject*)__pyx_t_18, &__Pyx_TypeInfo_nn___pyx_t_9histogram_DTYPE_float64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) { __pyx_v_edges0 = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_bstruct_edges0.buf = NULL; {__pyx_filename = __pyx_f[0]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } else {__pyx_bstride_0_edges0 = __pyx_bstruct_edges0.strides[0]; __pyx_bshape_0_edges0 = __pyx_bstruct_edges0.shape[0]; } } __pyx_t_18 = 0; __pyx_v_edges0 = ((PyArrayObject *)__pyx_t_1); __pyx_t_1 = 0;
235: cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] edges1 = numpy.zeros(bin1, dtype="float64")
/* "histogram.pyx":235 * cdef numpy.ndarray[DTYPE_float64_t, ndim = 2] outMerge = numpy.zeros((bin0, bin1), dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] edges0 = numpy.zeros(bin0, dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] edges1 = numpy.zeros(bin1, dtype="float64") #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef double min0 = pos0.min() * cdef double max0 = pos0.max() */ __pyx_t_1 = __Pyx_GetName(__pyx_m, __pyx_n_s__numpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 235; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_3 = PyObject_GetAttr(__pyx_t_1, __pyx_n_s__zeros); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 235; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_t_1 = PyInt_FromLong(__pyx_v_bin1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 235; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 235; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_2)); PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1); __Pyx_GIVEREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 235; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); if (PyDict_SetItem(__pyx_t_1, ((PyObject *)__pyx_n_s__dtype), ((PyObject *)__pyx_n_s__float64))<
0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 235; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_14 = PyEval_CallObjectWithKeywords(__pyx_t_3, ((PyObject *)__pyx_t_2), ((PyObject *)__pyx_t_1)); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 235; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_14); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; if (!(likely(((__pyx_t_14) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_14, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 235; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_t_19 = ((PyArrayObject *)__pyx_t_14); { __Pyx_BufFmt_StackElem __pyx_stack[1]; if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_edges1, (PyObject*)__pyx_t_19, &__Pyx_TypeInfo_nn___pyx_t_9histogram_DTYPE_float64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) { __pyx_v_edges1 = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_bstruct_edges1.buf = NULL; {__pyx_filename = __pyx_f[0]; __pyx_lineno = 235; __pyx_clineno = __LINE__; goto __pyx_L1_error;} } else {__pyx_bstride_0_edges1 = __pyx_bstruct_edges1.strides[0]; __pyx_bshape_0_edges1 = __pyx_bstruct_edges1.shape[0]; } } __pyx_t_19 = 0; __pyx_v_edges1 = ((PyArrayObject *)__pyx_t_14); __pyx_t_14 = 0;
236: cdef double min0 = pos0.min()
/* "histogram.pyx":236 * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] edges0 = numpy.zeros(bin0, dtype="float64") * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] edges1 = numpy.zeros(bin1, dtype="float64") * cdef double min0 = pos0.min() #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef double max0 = pos0.max() * cdef double min1 = pos1.min() */ __pyx_t_14 = PyObject_GetAttr(((PyObject *)__pyx_v_pos0), __pyx_n_s__min); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 236; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_14); __pyx_t_1 = PyObject_Call(__pyx_t_14, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 236; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0; __pyx_t_20 = __pyx_PyFloat_AsDouble(__pyx_t_1); if (unlikely((__pyx_t_20 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 236; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_v_min0 = __pyx_t_20;
237: cdef double max0 = pos0.max()
/* "histogram.pyx":237 * cdef numpy.ndarray[DTYPE_float64_t, ndim = 1] edges1 = numpy.zeros(bin1, dtype="float64") * cdef double min0 = pos0.min() * cdef double max0 = pos0.max() #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef double min1 = pos1.min() * cdef double max1 = pos1.max() */ __pyx_t_1 = PyObject_GetAttr(((PyObject *)__pyx_v_pos0), __pyx_n_s__max); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 237; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_14 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 237; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_14); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_t_20 = __pyx_PyFloat_AsDouble(__pyx_t_14); if (unlikely((__pyx_t_20 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 237; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0; __pyx_v_max0 = __pyx_t_20;
238: cdef double min1 = pos1.min()
/* "histogram.pyx":238 * cdef double min0 = pos0.min() * cdef double max0 = pos0.max() * cdef double min1 = pos1.min() #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef double max1 = pos1.max() * cdef double idp0 = (<
double > bin0) / (max0 - min0) */ __pyx_t_14 = PyObject_GetAttr(((PyObject *)__pyx_v_pos1), __pyx_n_s__min); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 238; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_14); __pyx_t_1 = PyObject_Call(__pyx_t_14, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 238; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0; __pyx_t_20 = __pyx_PyFloat_AsDouble(__pyx_t_1); if (unlikely((__pyx_t_20 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 238; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_v_min1 = __pyx_t_20;
239: cdef double max1 = pos1.max()
/* "histogram.pyx":239 * cdef double max0 = pos0.max() * cdef double min1 = pos1.min() * cdef double max1 = pos1.max() #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef double idp0 = (<
double > bin0) / (max0 - min0) * cdef double idp1 = (<
double > bin1) / (max1 - min1) */ __pyx_t_1 = PyObject_GetAttr(((PyObject *)__pyx_v_pos1), __pyx_n_s__max); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 239; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); __pyx_t_14 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 239; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_14); __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_t_20 = __pyx_PyFloat_AsDouble(__pyx_t_14); if (unlikely((__pyx_t_20 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 239; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0; __pyx_v_max1 = __pyx_t_20;
240: cdef double idp0 = (< double > bin0) / (max0 - min0)
/* "histogram.pyx":240 * cdef double min1 = pos1.min() * cdef double max1 = pos1.max() * cdef double idp0 = (<
double > bin0) / (max0 - min0) #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef double idp1 = (<
double > bin1) / (max1 - min1) * cdef double dbin0 = 0.5, dbin1 = 0.5 */ __pyx_v_idp0 = (((double)__pyx_v_bin0) / (__pyx_v_max0 - __pyx_v_min0));
241: cdef double idp1 = (< double > bin1) / (max1 - min1)
/* "histogram.pyx":241 * cdef double max1 = pos1.max() * cdef double idp0 = (<
double > bin0) / (max0 - min0) * cdef double idp1 = (<
double > bin1) / (max1 - min1) #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef double dbin0 = 0.5, dbin1 = 0.5 * cdef double fbin0, fbin1, p0, p1, d, rest, delta0l, delta0r, delta1l, delta1r, aera */ __pyx_v_idp1 = (((double)__pyx_v_bin1) / (__pyx_v_max1 - __pyx_v_min1));
242: cdef double dbin0 = 0.5, dbin1 = 0.5
/* "histogram.pyx":242 * cdef double idp0 = (<
double > bin0) / (max0 - min0) * cdef double idp1 = (<
double > bin1) / (max1 - min1) * cdef double dbin0 = 0.5, dbin1 = 0.5 #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* cdef double fbin0, fbin1, p0, p1, d, rest, delta0l, delta0r, delta1l, delta1r, aera * if nthread is not None: */ __pyx_v_dbin0 = 0.5; __pyx_v_dbin1 = 0.5;
243: cdef double fbin0, fbin1, p0, p1, d, rest, delta0l, delta0r, delta1l, delta1r, aera
244: if nthread is not None:
/* "histogram.pyx":244 * cdef double dbin0 = 0.5, dbin1 = 0.5 * cdef double fbin0, fbin1, p0, p1, d, rest, delta0l, delta0r, delta1l, delta1r, aera * 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) {
245: if isinstance(nthread, int) and (nthread > 0):
/* "histogram.pyx":245 * cdef double fbin0, fbin1, p0, p1, d, rest, delta0l, delta0r, delta1l, delta1r, aera * if nthread is not None: * if isinstance(nthread, int) and (nthread > 0): #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* omp_set_num_threads(<
int > nthread) * with nogil: */ __pyx_t_14 = ((PyObject *)((PyObject*)(&PyInt_Type))); __Pyx_INCREF(__pyx_t_14); __pyx_t_4 = __Pyx_TypeCheck(__pyx_v_nthread, __pyx_t_14); __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0; if (__pyx_t_4) { __pyx_t_14 = PyObject_RichCompare(__pyx_v_nthread, __pyx_int_0, Py_GT); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 245; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_14); __pyx_t_21 = __Pyx_PyObject_IsTrue(__pyx_t_14); if (unlikely(__pyx_t_21<
0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 245; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0; __pyx_t_22 = __pyx_t_21; } else { __pyx_t_22 = __pyx_t_4; } if (__pyx_t_22) {
246: omp_set_num_threads(< int > nthread)
/* "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++){ { __pyx_v_i = 0 + 1 * __pyx_t_5; /* Initialize private variables to invalid values */ __pyx_v_j = ((long)0xbad0bad0);
345: for j in range(bin1):
/* "histogram.pyx":345 * * for i in prange(bin0): * for j in range(bin1): #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* if outCount[i, j] > 1e-10: * outMerge[i, j] += outData[i, j] / outCount[i, j] */ __pyx_t_81 = __pyx_v_bin1; for (__pyx_t_82 = 0; __pyx_t_82<
__pyx_t_81; __pyx_t_82+=1) { __pyx_v_j = __pyx_t_82;
346: if outCount[i, j] > 1e-10:
/* "histogram.pyx":346 * for i in prange(bin0): * for j in range(bin1): * if outCount[i, j] > 1e-10: #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* outMerge[i, j] += outData[i, j] / outCount[i, j] * else: */ __pyx_t_83 = __pyx_v_i; __pyx_t_84 = __pyx_v_j; __pyx_t_22 = ((*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_83, __pyx_bstride_0_outCount, __pyx_t_84, __pyx_bstride_1_outCount)) > 1e-10); if (__pyx_t_22) {
347: outMerge[i, j] += outData[i, j] / outCount[i, j]
/* "histogram.pyx":347 * for j in range(bin1): * if outCount[i, j] > 1e-10: * outMerge[i, j] += outData[i, j] / outCount[i, j] #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* else: * outMerge[i, j] += dummy */ __pyx_t_85 = __pyx_v_i; __pyx_t_86 = __pyx_v_j; __pyx_t_87 = __pyx_v_i; __pyx_t_88 = __pyx_v_j; __pyx_t_89 = __pyx_v_i; __pyx_t_90 = __pyx_v_j; *__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outMerge.buf, __pyx_t_89, __pyx_bstride_0_outMerge, __pyx_t_90, __pyx_bstride_1_outMerge) += ((*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_85, __pyx_bstride_0_outData, __pyx_t_86, __pyx_bstride_1_outData)) / (*__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_87, __pyx_bstride_0_outCount, __pyx_t_88, __pyx_bstride_1_outCount))); goto __pyx_L49; } /*else*/ {
348: else:
349: outMerge[i, j] += dummy
/* "histogram.pyx":349 * outMerge[i, j] += outData[i, j] / outCount[i, j] * else: * outMerge[i, j] += dummy #<
<
<
<
<
<
<
<
<
<
<
<
<
<
* * */ __pyx_t_91 = __pyx_v_i; __pyx_t_92 = __pyx_v_j; *__Pyx_BufPtrStrided2d(__pyx_t_9histogram_DTYPE_float64_t *, __pyx_bstruct_outMerge.buf, __pyx_t_91, __pyx_bstride_0_outMerge, __pyx_t_92, __pyx_bstride_1_outMerge) += __pyx_v_dummy; } __pyx_L49:; } } } } } } }
350:
351:
352: return outMerge, edges0, edges1, outData, outCount
/* "histogram.pyx":352 * * * return outMerge, edges0, edges1, outData, outCount #<
<
<
<
<
<
<
<
<
<
<
<
<
<
*/ __Pyx_XDECREF(__pyx_r); __pyx_t_14 = PyTuple_New(5); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_14)); __Pyx_INCREF(((PyObject *)__pyx_v_outMerge)); PyTuple_SET_ITEM(__pyx_t_14, 0, ((PyObject *)__pyx_v_outMerge)); __Pyx_GIVEREF(((PyObject *)__pyx_v_outMerge)); __Pyx_INCREF(((PyObject *)__pyx_v_edges0)); PyTuple_SET_ITEM(__pyx_t_14, 1, ((PyObject *)__pyx_v_edges0)); __Pyx_GIVEREF(((PyObject *)__pyx_v_edges0)); __Pyx_INCREF(((PyObject *)__pyx_v_edges1)); PyTuple_SET_ITEM(__pyx_t_14, 2, ((PyObject *)__pyx_v_edges1)); __Pyx_GIVEREF(((PyObject *)__pyx_v_edges1)); __Pyx_INCREF(((PyObject *)__pyx_v_outData)); PyTuple_SET_ITEM(__pyx_t_14, 3, ((PyObject *)__pyx_v_outData)); __Pyx_GIVEREF(((PyObject *)__pyx_v_outData)); __Pyx_INCREF(((PyObject *)__pyx_v_outCount)); PyTuple_SET_ITEM(__pyx_t_14, 4, ((PyObject *)__pyx_v_outCount)); __Pyx_GIVEREF(((PyObject *)__pyx_v_outCount)); __pyx_r = ((PyObject *)__pyx_t_14); __pyx_t_14 = 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_14); { PyObject *__pyx_type, *__pyx_value, *__pyx_tb; __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_edges0); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_edges1); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_outMerge); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_outCount); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_data); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_cpos1); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_cpos0); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_outData); __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);} __Pyx_AddTraceback("histogram.histogram2d", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = NULL; goto __pyx_L2; __pyx_L0:; __Pyx_SafeReleaseBuffer(&__pyx_bstruct_edges0); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_edges1); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_outMerge); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_outCount); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_data); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_cpos1); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_cpos0); __Pyx_SafeReleaseBuffer(&__pyx_bstruct_outData); __pyx_L2:; __Pyx_XDECREF((PyObject *)__pyx_v_cpos0); __Pyx_XDECREF((PyObject *)__pyx_v_cpos1); __Pyx_XDECREF((PyObject *)__pyx_v_data); __Pyx_XDECREF((PyObject *)__pyx_v_outData); __Pyx_XDECREF((PyObject *)__pyx_v_outCount); __Pyx_XDECREF((PyObject *)__pyx_v_outMerge); __Pyx_XDECREF((PyObject *)__pyx_v_edges0); __Pyx_XDECREF((PyObject *)__pyx_v_edges1); __Pyx_XGIVEREF(__pyx_r); __Pyx_RefNannyFinishContext(); return __pyx_r; }