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: numpy/random/mtrand/mtrand.c
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- Committer: Bazaar Package Importer
- Author(s): Ondrej Certik, Riku Voipio, Tiziano Zito, Carlos Galisteo, Ondrej Certik
- Date: 2008-07-08 15:08:16 UTC
- mfrom: (0.1.21 intrepid)
- Revision ID: james.westby@ubuntu.com-20080708150816-ekf992jcp2k1eua3
Tags: 1:1.1.0-3
[ Riku Voipio ]
* debian/control: atlas is not available on armel, and after a quick look
neither on alpha. I'd also suggest dropping
libatlas-sse-dev|libatlas-sse2-dev|libatlas-3dnow-dev alternative combo
away, these are potentially dangerous on buildd's. Ondrej: dropped.
(Closes: #489568)
[ Tiziano Zito ]
* patch: build _dotblas.c when ATLAS is not installed, build-conflict with
atlas, build-depend on blas+lapack only, as it used to be (Closes: #489726)
[ Carlos Galisteo ]
* debian/control
- Added Homepage field.
[ Ondrej Certik ]
* Checked the package on i386 and amd64, both with and without atlas, all
tests run and the numpy package is faster if atlas is around.
* debian/control: atlas is not available on armel, and after a quick look
neither on alpha. I'd also suggest dropping
libatlas-sse-dev|libatlas-sse2-dev|libatlas-3dnow-dev alternative combo
away, these are potentially dangerous on buildd's. Ondrej: dropped.
(Closes: #489568)
[ Tiziano Zito ]
* patch: build _dotblas.c when ATLAS is not installed, build-conflict with
atlas, build-depend on blas+lapack only, as it used to be (Closes: #489726)
[ Carlos Galisteo ]
* debian/control
- Added Homepage field.
[ Ondrej Certik ]
* Checked the package on i386 and amd64, both with and without atlas, all
tests run and the numpy package is faster if atlas is around.
- files added:
- debian/patches
- numpy/core/tests/data
- numpy/doc/cython
- numpy/doc/html
- numpy/doc/newdtype_example
- numpy/doc/newdtype_example/floatint
- numpy/doc/swig/doc
- numpy/doc/swig/test
- numpy/f2py/lib/extgen
- numpy/ma
- numpy/ma/tests
- numpy/random/tests
- numpy/testing/tests
- files removed:
- debian/TODO
- debian/cdbs
- debian/cdbs/class
- files modified:
- COMPATIBILITY
added
removed
numpy/random/mtrand/mtrand.c
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/* Declarations from mtrand */
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typedef double (*__pyx_t_6mtrand_rk_cont2)(rk_state *,double,double);
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typedef double (*__pyx_t_6mtrand_rk_cont3)(rk_state *,double,double,double);
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typedef long (*__pyx_t_6mtrand_rk_disc0)(rk_state *);
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typedef long (*__pyx_t_6mtrand_rk_discnp)(rk_state *,long,double);
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typedef long (*__pyx_t_6mtrand_rk_discd)(rk_state *,double);
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struct __pyx_obj_6mtrand_RandomState {
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PyObject_HEAD
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rk_state (*internal_state);
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rk_state *internal_state;
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};
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static PyObject *(__pyx_f_6mtrand_cont3_array(rk_state (*),double ((*)(rk_state (*),double ,double ,double )),PyObject *,PyArrayObject *,PyArrayObject *,PyArrayObject *)); /*proto*/
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static PyObject *__pyx_k60;
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static double __pyx_f_6mtrand_kahan_sum(double *,long); /*proto*/
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/* Implementation of mtrand */
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static PyObject *__pyx_n_numpy;
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static PyObject *__pyx_n__sp;
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static PyObject *__pyx_n__rand;
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static PyObject *__pyx_n_seed;
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static PyObject *__pyx_n_logseries;
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static PyObject *__pyx_n_multivariate_normal;
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static PyObject *__pyx_n_multinomial;
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static PyObject *__pyx_n_dirichlet;
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static PyObject *__pyx_n_shuffle;
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static PyObject *__pyx_n_permutation;
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static PyObject *__pyx_n_empty;
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static PyObject *__pyx_n_float64;
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static PyObject *__pyx_f_6mtrand_cont0_array(rk_state (*__pyx_v_state),double ((*__pyx_v_func)(rk_state (*))),PyObject *__pyx_v_size) {
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double (*__pyx_v_array_data);
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static PyObject *__pyx_f_6mtrand_cont0_array(rk_state *__pyx_v_state,__pyx_t_6mtrand_rk_cont0 __pyx_v_func,PyObject *__pyx_v_size) {
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double *__pyx_v_array_data;
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/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":128 */
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__pyx_2 = 0;
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goto __pyx_L0;
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/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":131 */
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/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":133 */
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/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":132 */
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/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":134 */
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/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":133 */
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/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":135 */
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__pyx_v_array_data = ((double *)arrayObject->data);
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/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":134 */
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/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":136 */
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for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
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/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":135 */
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/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":136 */
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/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":138 */
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Py_INCREF(((PyObject *)arrayObject));
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goto __pyx_L0;
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static PyObject *__pyx_k60p;
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static char (__pyx_k60[]) = "size is not compatible with inputs";
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static PyObject *__pyx_f_6mtrand_cont1_array(rk_state (*__pyx_v_state),double ((*__pyx_v_func)(rk_state (*),double )),PyObject *__pyx_v_size,PyArrayObject *__pyx_v_oa) {
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double (*__pyx_v_array_data);
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double (*__pyx_v_oa_data);
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double *__pyx_v_array_data;
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PyArrayObject *arrayObject;
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long __pyx_v_length;
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long __pyx_v_i;
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PyObject *__pyx_r;
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int __pyx_1;
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PyObject *__pyx_4 = 0;
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Py_INCREF(__pyx_v_size);
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arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
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/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":147 */
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__pyx_1 = __pyx_v_size == Py_None;
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if (__pyx_1) {
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__pyx_r = __pyx_2;
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__pyx_2 = 0;
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goto __pyx_L0;
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goto __pyx_L2;
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}
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/*else*/ {
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/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":150 */
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345
Py_INCREF(__pyx_v_size);
346
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_size);
347
PyTuple_SET_ITEM(__pyx_2, 1, __pyx_4);
348
__pyx_4 = 0;
349
__pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 150; goto __pyx_L1;}
350
Py_DECREF(__pyx_3); __pyx_3 = 0;
351
Py_DECREF(__pyx_2); __pyx_2 = 0;
352
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_4)));
353
Py_DECREF(((PyObject *)arrayObject));
354
arrayObject = ((PyArrayObject *)__pyx_4);
355
Py_DECREF(__pyx_4); __pyx_4 = 0;
356
357
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":151 */
358
__pyx_v_length = PyArray_SIZE(arrayObject);
359
360
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":152 */
361
__pyx_v_array_data = ((double *)arrayObject->data);
362
363
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":153 */
364
for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
365
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,__pyx_v_a);
366
}
367
368
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":155 */
369
Py_INCREF(((PyObject *)arrayObject));
370
__pyx_r = ((PyObject *)arrayObject);
371
goto __pyx_L0;
372
}
373
__pyx_L2:;
374
375
__pyx_r = Py_None; Py_INCREF(Py_None);
376
goto __pyx_L0;
377
__pyx_L1:;
378
Py_XDECREF(__pyx_2);
379
Py_XDECREF(__pyx_3);
380
Py_XDECREF(__pyx_4);
381
__Pyx_AddTraceback("mtrand.cont1_array_sc");
382
__pyx_r = 0;
383
__pyx_L0:;
384
Py_DECREF(arrayObject);
385
Py_DECREF(__pyx_v_size);
386
return __pyx_r;
387
}
388
389
static PyObject *__pyx_k61p;
390
391
static char __pyx_k61[] = "size is not compatible with inputs";
392
393
static PyObject *__pyx_f_6mtrand_cont1_array(rk_state *__pyx_v_state,__pyx_t_6mtrand_rk_cont1 __pyx_v_func,PyObject *__pyx_v_size,PyArrayObject *__pyx_v_oa) {
394
double *__pyx_v_array_data;
395
double *__pyx_v_oa_data;
270
396
PyArrayObject *arrayObject;
271
397
npy_intp __pyx_v_length;
272
398
npy_intp __pyx_v_i;
273
399
PyArrayIterObject *__pyx_v_itera;
274
400
PyArrayMultiIterObject *__pyx_v_multi;
275
int __pyx_v_scalar;
276
401
PyObject *__pyx_r;
277
402
int __pyx_1;
278
403
PyObject *__pyx_2 = 0;
285
410
__pyx_v_itera = ((PyArrayIterObject *)Py_None); Py_INCREF(Py_None);
286
411
__pyx_v_multi = ((PyArrayMultiIterObject *)Py_None); Py_INCREF(Py_None);
287
412
288
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":148 */
289
__pyx_v_scalar = 0;
290
291
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":149 */
292
__pyx_1 = (__pyx_v_oa->nd == 0);
413
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":166 */
414
__pyx_1 = __pyx_v_size == Py_None;
293
415
if (__pyx_1) {
294
416
295
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":150 */
296
__pyx_v_oa_data = ((double (*))__pyx_v_oa->data);
297
298
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":151 */
299
__pyx_v_scalar = 1;
417
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":167 */
418
__pyx_2 = PyArray_SimpleNew(__pyx_v_oa->nd,__pyx_v_oa->dimensions,NPY_DOUBLE); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 167; goto __pyx_L1;}
419
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
420
Py_DECREF(((PyObject *)arrayObject));
421
arrayObject = ((PyArrayObject *)__pyx_2);
422
Py_DECREF(__pyx_2); __pyx_2 = 0;
423
424
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":168 */
425
__pyx_v_length = PyArray_SIZE(arrayObject);
426
427
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":169 */
428
__pyx_v_array_data = ((double *)arrayObject->data);
429
430
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":170 */
431
__pyx_2 = PyArray_IterNew(((PyObject *)__pyx_v_oa)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 170; goto __pyx_L1;}
432
Py_INCREF(((PyObject *)((PyArrayIterObject *)__pyx_2)));
433
Py_DECREF(((PyObject *)__pyx_v_itera));
434
__pyx_v_itera = ((PyArrayIterObject *)__pyx_2);
435
Py_DECREF(__pyx_2); __pyx_2 = 0;
436
437
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":171 */
438
for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
439
440
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":172 */
441
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(((double *)__pyx_v_itera->dataptr)[0]));
442
443
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":173 */
444
PyArray_ITER_NEXT(__pyx_v_itera);
445
}
300
446
goto __pyx_L2;
301
447
}
302
__pyx_L2:;
303
304
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":153 */
305
__pyx_1 = __pyx_v_size == Py_None;
306
if (__pyx_1) {
307
308
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":154 */
309
__pyx_1 = __pyx_v_scalar;
310
if (__pyx_1) {
311
312
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":155 */
313
__pyx_2 = PyFloat_FromDouble(__pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; goto __pyx_L1;}
314
__pyx_r = __pyx_2;
315
__pyx_2 = 0;
316
goto __pyx_L0;
317
goto __pyx_L4;
318
}
319
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320
321
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":157 */
322
__pyx_2 = PyArray_SimpleNew(__pyx_v_oa->nd,__pyx_v_oa->dimensions,NPY_DOUBLE); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 157; goto __pyx_L1;}
323
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
324
Py_DECREF(((PyObject *)arrayObject));
325
arrayObject = ((PyArrayObject *)__pyx_2);
326
Py_DECREF(__pyx_2); __pyx_2 = 0;
327
328
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":158 */
329
__pyx_v_length = PyArray_SIZE(arrayObject);
330
331
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":159 */
332
__pyx_v_array_data = ((double (*))arrayObject->data);
333
334
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":160 */
335
__pyx_2 = PyArray_IterNew(((PyObject *)__pyx_v_oa)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 160; goto __pyx_L1;}
336
Py_INCREF(((PyObject *)((PyArrayIterObject *)__pyx_2)));
337
Py_DECREF(((PyObject *)__pyx_v_itera));
338
__pyx_v_itera = ((PyArrayIterObject *)__pyx_2);
339
Py_DECREF(__pyx_2); __pyx_2 = 0;
340
341
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":161 */
342
for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
343
344
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":162 */
345
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(((double (*))__pyx_v_itera->dataptr)[0]));
346
347
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":163 */
348
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349
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350
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351
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352
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353
__pyx_L4:;
354
goto __pyx_L3;
355
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356
448
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357
449
358
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":165 */
359
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; goto __pyx_L1;}
360
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361
Py_DECREF(__pyx_2); __pyx_2 = 0;
362
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; goto __pyx_L1;}
363
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364
Py_DECREF(__pyx_2); __pyx_2 = 0;
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450
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":175 */
451
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 175; goto __pyx_L1;}
452
__pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 175; goto __pyx_L1;}
453
Py_DECREF(__pyx_2); __pyx_2 = 0;
454
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455
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456
Py_DECREF(__pyx_2); __pyx_2 = 0;
457
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366
458
Py_INCREF(__pyx_v_size);
367
459
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_size);
368
460
PyTuple_SET_ITEM(__pyx_2, 1, __pyx_4);
369
461
__pyx_4 = 0;
370
__pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; goto __pyx_L1;}
462
__pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 175; goto __pyx_L1;}
371
463
Py_DECREF(__pyx_3); __pyx_3 = 0;
372
464
Py_DECREF(__pyx_2); __pyx_2 = 0;
373
465
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_4)));
375
467
arrayObject = ((PyArrayObject *)__pyx_4);
376
468
Py_DECREF(__pyx_4); __pyx_4 = 0;
377
469
378
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":166 */
379
__pyx_v_array_data = ((double (*))arrayObject->data);
380
381
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":167 */
382
__pyx_1 = __pyx_v_scalar;
470
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":176 */
471
__pyx_v_array_data = ((double *)arrayObject->data);
472
473
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":177 */
474
__pyx_3 = PyArray_MultiIterNew(2,((void *)arrayObject),((void *)__pyx_v_oa)); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 177; goto __pyx_L1;}
475
Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_3)));
476
Py_DECREF(((PyObject *)__pyx_v_multi));
477
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478
Py_DECREF(__pyx_3); __pyx_3 = 0;
479
480
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":179 */
481
__pyx_1 = (__pyx_v_multi->size != PyArray_SIZE(arrayObject));
383
482
if (__pyx_1) {
384
385
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":168 */
386
__pyx_v_length = PyArray_SIZE(arrayObject);
387
388
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":169 */
389
for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
390
391
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":170 */
392
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]));
393
__pyx_L8:;
394
}
395
__pyx_L9:;
396
goto __pyx_L7;
397
}
398
/*else*/ {
399
400
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":172 */
401
__pyx_3 = PyArray_MultiIterNew(2,((void (*))arrayObject),((void (*))__pyx_v_oa)); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 172; goto __pyx_L1;}
402
Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_3)));
403
Py_DECREF(((PyObject *)__pyx_v_multi));
404
__pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_3);
405
Py_DECREF(__pyx_3); __pyx_3 = 0;
406
407
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":174 */
408
__pyx_1 = (__pyx_v_multi->size != PyArray_SIZE(arrayObject));
409
if (__pyx_1) {
410
411
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":175 */
412
__pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 175; goto __pyx_L1;}
413
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414
Py_INCREF(__pyx_k60p);
415
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_k60p);
416
__pyx_3 = PyObject_CallObject(__pyx_2, __pyx_4); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 175; goto __pyx_L1;}
417
Py_DECREF(__pyx_2); __pyx_2 = 0;
418
Py_DECREF(__pyx_4); __pyx_4 = 0;
419
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420
Py_DECREF(__pyx_3); __pyx_3 = 0;
421
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 175; goto __pyx_L1;}
422
goto __pyx_L10;
423
}
424
__pyx_L10:;
425
426
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":176 */
427
__pyx_5 = __pyx_v_multi->size;
428
for (__pyx_v_i = 0; __pyx_v_i < __pyx_5; ++__pyx_v_i) {
429
430
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":177 */
431
__pyx_v_oa_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
432
433
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":178 */
434
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]));
435
436
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":179 */
437
PyArray_MultiIter_NEXTi(__pyx_v_multi,1);
438
__pyx_L11:;
439
}
440
__pyx_L12:;
441
}
442
__pyx_L7:;
483
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484
Py_INCREF(__pyx_k61p);
485
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k61p);
486
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487
Py_DECREF(__pyx_2); __pyx_2 = 0;
488
__Pyx_Raise(__pyx_4, 0, 0);
489
Py_DECREF(__pyx_4); __pyx_4 = 0;
490
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 180; goto __pyx_L1;}
491
goto __pyx_L5;
492
}
493
__pyx_L5:;
494
495
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":181 */
496
__pyx_5 = __pyx_v_multi->size;
497
for (__pyx_v_i = 0; __pyx_v_i < __pyx_5; ++__pyx_v_i) {
498
499
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":182 */
500
__pyx_v_oa_data = ((double *)PyArray_MultiIter_DATA(__pyx_v_multi,1));
501
502
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":183 */
503
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]));
504
505
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":184 */
506
PyArray_MultiIter_NEXTi(__pyx_v_multi,1);
507
}
443
508
}
444
__pyx_L3:;
509
__pyx_L2:;
445
510
446
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":180 */
511
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":185 */
447
512
Py_INCREF(((PyObject *)arrayObject));
448
513
__pyx_r = ((PyObject *)arrayObject);
449
514
goto __pyx_L0;
465
530
return __pyx_r;
466
531
}
467
532
468
static PyObject *__pyx_k61p;
469
470
static char (__pyx_k61[]) = "size is not compatible with inputs";
471
472
static PyObject *__pyx_f_6mtrand_cont2_array(rk_state (*__pyx_v_state),double ((*__pyx_v_func)(rk_state (*),double ,double )),PyObject *__pyx_v_size,PyArrayObject *__pyx_v_oa,PyArrayObject *__pyx_v_ob) {
473
double (*__pyx_v_array_data);
474
double (*__pyx_v_oa_data);
475
double (*__pyx_v_ob_data);
476
PyArrayObject *arrayObject;
477
npy_intp __pyx_v_length;
533
static PyObject *__pyx_f_6mtrand_cont2_array_sc(rk_state *__pyx_v_state,__pyx_t_6mtrand_rk_cont2 __pyx_v_func,PyObject *__pyx_v_size,double __pyx_v_a,double __pyx_v_b) {
534
double *__pyx_v_array_data;
535
PyArrayObject *arrayObject;
536
long __pyx_v_length;
537
long __pyx_v_i;
538
PyObject *__pyx_r;
539
int __pyx_1;
540
PyObject *__pyx_2 = 0;
541
PyObject *__pyx_3 = 0;
542
PyObject *__pyx_4 = 0;
543
Py_INCREF(__pyx_v_size);
544
arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
545
546
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":194 */
547
__pyx_1 = __pyx_v_size == Py_None;
548
if (__pyx_1) {
549
__pyx_2 = PyFloat_FromDouble(__pyx_v_func(__pyx_v_state,__pyx_v_a,__pyx_v_b)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 195; goto __pyx_L1;}
550
__pyx_r = __pyx_2;
551
__pyx_2 = 0;
552
goto __pyx_L0;
553
goto __pyx_L2;
554
}
555
/*else*/ {
556
557
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":197 */
558
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; goto __pyx_L1;}
559
__pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; goto __pyx_L1;}
560
Py_DECREF(__pyx_2); __pyx_2 = 0;
561
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; goto __pyx_L1;}
562
__pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_float64); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; goto __pyx_L1;}
563
Py_DECREF(__pyx_2); __pyx_2 = 0;
564
__pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; goto __pyx_L1;}
565
Py_INCREF(__pyx_v_size);
566
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_size);
567
PyTuple_SET_ITEM(__pyx_2, 1, __pyx_4);
568
__pyx_4 = 0;
569
__pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; goto __pyx_L1;}
570
Py_DECREF(__pyx_3); __pyx_3 = 0;
571
Py_DECREF(__pyx_2); __pyx_2 = 0;
572
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_4)));
573
Py_DECREF(((PyObject *)arrayObject));
574
arrayObject = ((PyArrayObject *)__pyx_4);
575
Py_DECREF(__pyx_4); __pyx_4 = 0;
576
577
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":198 */
578
__pyx_v_length = PyArray_SIZE(arrayObject);
579
580
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":199 */
581
__pyx_v_array_data = ((double *)arrayObject->data);
582
583
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":200 */
584
for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
585
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,__pyx_v_a,__pyx_v_b);
586
}
587
588
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":202 */
589
Py_INCREF(((PyObject *)arrayObject));
590
__pyx_r = ((PyObject *)arrayObject);
591
goto __pyx_L0;
592
}
593
__pyx_L2:;
594
595
__pyx_r = Py_None; Py_INCREF(Py_None);
596
goto __pyx_L0;
597
__pyx_L1:;
598
Py_XDECREF(__pyx_2);
599
Py_XDECREF(__pyx_3);
600
Py_XDECREF(__pyx_4);
601
__Pyx_AddTraceback("mtrand.cont2_array_sc");
602
__pyx_r = 0;
603
__pyx_L0:;
604
Py_DECREF(arrayObject);
605
Py_DECREF(__pyx_v_size);
606
return __pyx_r;
607
}
608
609
static PyObject *__pyx_k62p;
610
611
static char __pyx_k62[] = "size is not compatible with inputs";
612
613
static PyObject *__pyx_f_6mtrand_cont2_array(rk_state *__pyx_v_state,__pyx_t_6mtrand_rk_cont2 __pyx_v_func,PyObject *__pyx_v_size,PyArrayObject *__pyx_v_oa,PyArrayObject *__pyx_v_ob) {
614
double *__pyx_v_array_data;
615
double *__pyx_v_oa_data;
616
double *__pyx_v_ob_data;
617
PyArrayObject *arrayObject;
478
618
npy_intp __pyx_v_i;
479
619
PyArrayMultiIterObject *__pyx_v_multi;
480
int __pyx_v_scalar;
481
620
PyObject *__pyx_r;
482
621
int __pyx_1;
483
622
PyObject *__pyx_2 = 0;
490
629
arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
491
630
__pyx_v_multi = ((PyArrayMultiIterObject *)Py_None); Py_INCREF(Py_None);
492
631
493
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":193 */
494
__pyx_v_scalar = 0;
495
496
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":194 */
497
__pyx_1 = (__pyx_v_oa->nd == 0);
498
if (__pyx_1) {
499
__pyx_1 = (__pyx_v_ob->nd == 0);
500
}
501
if (__pyx_1) {
502
503
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":195 */
504
__pyx_v_oa_data = ((double (*))__pyx_v_oa->data);
505
506
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":196 */
507
__pyx_v_ob_data = ((double (*))__pyx_v_ob->data);
508
509
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":197 */
510
__pyx_v_scalar = 1;
632
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":215 */
633
__pyx_1 = __pyx_v_size == Py_None;
634
if (__pyx_1) {
635
636
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":216 */
637
__pyx_2 = PyArray_MultiIterNew(2,((void *)__pyx_v_oa),((void *)__pyx_v_ob)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 216; goto __pyx_L1;}
638
Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_2)));
639
Py_DECREF(((PyObject *)__pyx_v_multi));
640
__pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_2);
641
Py_DECREF(__pyx_2); __pyx_2 = 0;
642
643
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":217 */
644
__pyx_2 = PyArray_SimpleNew(__pyx_v_multi->nd,__pyx_v_multi->dimensions,NPY_DOUBLE); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 217; goto __pyx_L1;}
645
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
646
Py_DECREF(((PyObject *)arrayObject));
647
arrayObject = ((PyArrayObject *)__pyx_2);
648
Py_DECREF(__pyx_2); __pyx_2 = 0;
649
650
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":218 */
651
__pyx_v_array_data = ((double *)arrayObject->data);
652
653
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":219 */
654
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655
for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
656
657
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":220 */
658
__pyx_v_oa_data = ((double *)PyArray_MultiIter_DATA(__pyx_v_multi,0));
659
660
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":221 */
661
__pyx_v_ob_data = ((double *)PyArray_MultiIter_DATA(__pyx_v_multi,1));
662
663
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":222 */
664
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]));
665
666
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":223 */
667
PyArray_MultiIter_NEXT(__pyx_v_multi);
668
}
511
669
goto __pyx_L2;
512
670
}
513
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514
515
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":199 */
516
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517
if (__pyx_1) {
518
519
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":200 */
520
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521
if (__pyx_1) {
522
523
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":201 */
524
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525
__pyx_r = __pyx_2;
526
__pyx_2 = 0;
527
goto __pyx_L0;
528
goto __pyx_L4;
529
}
530
/*else*/ {
531
532
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":203 */
533
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534
Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_2)));
535
Py_DECREF(((PyObject *)__pyx_v_multi));
536
__pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_2);
537
Py_DECREF(__pyx_2); __pyx_2 = 0;
538
539
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":204 */
540
__pyx_2 = PyArray_SimpleNew(__pyx_v_multi->nd,__pyx_v_multi->dimensions,NPY_DOUBLE); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 204; goto __pyx_L1;}
541
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
542
Py_DECREF(((PyObject *)arrayObject));
543
arrayObject = ((PyArrayObject *)__pyx_2);
544
Py_DECREF(__pyx_2); __pyx_2 = 0;
545
546
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":205 */
547
__pyx_v_array_data = ((double (*))arrayObject->data);
548
549
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":206 */
550
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551
for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
552
553
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":207 */
554
__pyx_v_oa_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,0));
555
556
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":208 */
557
__pyx_v_ob_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
558
559
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":209 */
560
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]));
561
562
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":210 */
563
PyArray_MultiIter_NEXT(__pyx_v_multi);
564
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565
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566
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567
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568
__pyx_L4:;
569
goto __pyx_L3;
570
}
571
671
/*else*/ {
572
672
573
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":212 */
574
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 212; goto __pyx_L1;}
575
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576
Py_DECREF(__pyx_2); __pyx_2 = 0;
577
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578
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579
Py_DECREF(__pyx_2); __pyx_2 = 0;
580
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673
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":225 */
674
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675
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676
Py_DECREF(__pyx_2); __pyx_2 = 0;
677
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678
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679
Py_DECREF(__pyx_2); __pyx_2 = 0;
680
__pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 225; goto __pyx_L1;}
581
681
Py_INCREF(__pyx_v_size);
582
682
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_size);
583
683
PyTuple_SET_ITEM(__pyx_2, 1, __pyx_5);
584
684
__pyx_5 = 0;
585
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685
__pyx_5 = PyObject_CallObject(__pyx_4, __pyx_2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 225; goto __pyx_L1;}
586
686
Py_DECREF(__pyx_4); __pyx_4 = 0;
587
687
Py_DECREF(__pyx_2); __pyx_2 = 0;
588
688
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_5)));
590
690
arrayObject = ((PyArrayObject *)__pyx_5);
591
691
Py_DECREF(__pyx_5); __pyx_5 = 0;
592
692
593
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":213 */
594
__pyx_v_array_data = ((double (*))arrayObject->data);
595
596
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":214 */
597
__pyx_1 = __pyx_v_scalar;
693
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":226 */
694
__pyx_v_array_data = ((double *)arrayObject->data);
695
696
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":227 */
697
__pyx_4 = PyArray_MultiIterNew(3,((void *)arrayObject),((void *)__pyx_v_oa),((void *)__pyx_v_ob)); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; goto __pyx_L1;}
698
Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_4)));
699
Py_DECREF(((PyObject *)__pyx_v_multi));
700
__pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_4);
701
Py_DECREF(__pyx_4); __pyx_4 = 0;
702
703
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":228 */
704
__pyx_1 = (__pyx_v_multi->size != PyArray_SIZE(arrayObject));
598
705
if (__pyx_1) {
599
600
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":215 */
601
__pyx_v_length = PyArray_SIZE(arrayObject);
602
603
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":216 */
604
for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
605
606
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":217 */
607
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]));
608
__pyx_L8:;
609
}
610
__pyx_L9:;
611
goto __pyx_L7;
612
}
613
/*else*/ {
614
615
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":219 */
616
__pyx_4 = PyArray_MultiIterNew(3,((void (*))arrayObject),((void (*))__pyx_v_oa),((void (*))__pyx_v_ob)); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 219; goto __pyx_L1;}
617
Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_4)));
618
Py_DECREF(((PyObject *)__pyx_v_multi));
619
__pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_4);
620
Py_DECREF(__pyx_4); __pyx_4 = 0;
621
622
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":220 */
623
__pyx_1 = (__pyx_v_multi->size != PyArray_SIZE(arrayObject));
624
if (__pyx_1) {
625
626
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":221 */
627
__pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 221; goto __pyx_L1;}
628
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629
Py_INCREF(__pyx_k61p);
630
PyTuple_SET_ITEM(__pyx_5, 0, __pyx_k61p);
631
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632
Py_DECREF(__pyx_2); __pyx_2 = 0;
633
Py_DECREF(__pyx_5); __pyx_5 = 0;
634
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635
Py_DECREF(__pyx_4); __pyx_4 = 0;
636
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 221; goto __pyx_L1;}
637
goto __pyx_L10;
638
}
639
__pyx_L10:;
640
641
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":222 */
642
__pyx_3 = __pyx_v_multi->size;
643
for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
644
645
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":223 */
646
__pyx_v_oa_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
647
648
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":224 */
649
__pyx_v_ob_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,2));
650
651
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":225 */
652
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]));
653
654
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":226 */
655
PyArray_MultiIter_NEXTi(__pyx_v_multi,1);
656
657
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":227 */
658
PyArray_MultiIter_NEXTi(__pyx_v_multi,2);
659
__pyx_L11:;
660
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661
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662
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663
__pyx_L7:;
706
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707
Py_INCREF(__pyx_k62p);
708
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k62p);
709
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710
Py_DECREF(__pyx_2); __pyx_2 = 0;
711
__Pyx_Raise(__pyx_5, 0, 0);
712
Py_DECREF(__pyx_5); __pyx_5 = 0;
713
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 229; goto __pyx_L1;}
714
goto __pyx_L5;
715
}
716
__pyx_L5:;
717
718
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":230 */
719
__pyx_3 = __pyx_v_multi->size;
720
for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
721
722
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":231 */
723
__pyx_v_oa_data = ((double *)PyArray_MultiIter_DATA(__pyx_v_multi,1));
724
725
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":232 */
726
__pyx_v_ob_data = ((double *)PyArray_MultiIter_DATA(__pyx_v_multi,2));
727
728
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":233 */
729
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]));
730
731
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":234 */
732
PyArray_MultiIter_NEXTi(__pyx_v_multi,1);
733
734
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":235 */
735
PyArray_MultiIter_NEXTi(__pyx_v_multi,2);
736
}
664
737
}
665
__pyx_L3:;
738
__pyx_L2:;
666
739
667
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":228 */
740
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":236 */
668
741
Py_INCREF(((PyObject *)arrayObject));
669
742
__pyx_r = ((PyObject *)arrayObject);
670
743
goto __pyx_L0;
686
759
return __pyx_r;
687
760
}
688
761
689
static PyObject *__pyx_k62p;
690
691
static char (__pyx_k62[]) = "size is not compatible with inputs";
692
693
static PyObject *__pyx_f_6mtrand_cont3_array(rk_state (*__pyx_v_state),double ((*__pyx_v_func)(rk_state (*),double ,double ,double )),PyObject *__pyx_v_size,PyArrayObject *__pyx_v_oa,PyArrayObject *__pyx_v_ob,PyArrayObject *__pyx_v_oc) {
694
double (*__pyx_v_array_data);
695
double (*__pyx_v_oa_data);
696
double (*__pyx_v_ob_data);
697
double (*__pyx_v_oc_data);
698
PyArrayObject *arrayObject;
699
npy_intp __pyx_v_length;
762
static PyObject *__pyx_f_6mtrand_cont3_array_sc(rk_state *__pyx_v_state,__pyx_t_6mtrand_rk_cont3 __pyx_v_func,PyObject *__pyx_v_size,double __pyx_v_a,double __pyx_v_b,double __pyx_v_c) {
763
double *__pyx_v_array_data;
764
PyArrayObject *arrayObject;
765
long __pyx_v_length;
766
long __pyx_v_i;
767
PyObject *__pyx_r;
768
int __pyx_1;
769
PyObject *__pyx_2 = 0;
770
PyObject *__pyx_3 = 0;
771
PyObject *__pyx_4 = 0;
772
Py_INCREF(__pyx_v_size);
773
arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
774
775
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":246 */
776
__pyx_1 = __pyx_v_size == Py_None;
777
if (__pyx_1) {
778
__pyx_2 = PyFloat_FromDouble(__pyx_v_func(__pyx_v_state,__pyx_v_a,__pyx_v_b,__pyx_v_c)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 247; goto __pyx_L1;}
779
__pyx_r = __pyx_2;
780
__pyx_2 = 0;
781
goto __pyx_L0;
782
goto __pyx_L2;
783
}
784
/*else*/ {
785
786
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":249 */
787
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 249; goto __pyx_L1;}
788
__pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 249; goto __pyx_L1;}
789
Py_DECREF(__pyx_2); __pyx_2 = 0;
790
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 249; goto __pyx_L1;}
791
__pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_float64); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 249; goto __pyx_L1;}
792
Py_DECREF(__pyx_2); __pyx_2 = 0;
793
__pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 249; goto __pyx_L1;}
794
Py_INCREF(__pyx_v_size);
795
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_size);
796
PyTuple_SET_ITEM(__pyx_2, 1, __pyx_4);
797
__pyx_4 = 0;
798
__pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 249; goto __pyx_L1;}
799
Py_DECREF(__pyx_3); __pyx_3 = 0;
800
Py_DECREF(__pyx_2); __pyx_2 = 0;
801
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_4)));
802
Py_DECREF(((PyObject *)arrayObject));
803
arrayObject = ((PyArrayObject *)__pyx_4);
804
Py_DECREF(__pyx_4); __pyx_4 = 0;
805
806
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":250 */
807
__pyx_v_length = PyArray_SIZE(arrayObject);
808
809
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":251 */
810
__pyx_v_array_data = ((double *)arrayObject->data);
811
812
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":252 */
813
for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
814
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,__pyx_v_a,__pyx_v_b,__pyx_v_c);
815
}
816
817
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":254 */
818
Py_INCREF(((PyObject *)arrayObject));
819
__pyx_r = ((PyObject *)arrayObject);
820
goto __pyx_L0;
821
}
822
__pyx_L2:;
823
824
__pyx_r = Py_None; Py_INCREF(Py_None);
825
goto __pyx_L0;
826
__pyx_L1:;
827
Py_XDECREF(__pyx_2);
828
Py_XDECREF(__pyx_3);
829
Py_XDECREF(__pyx_4);
830
__Pyx_AddTraceback("mtrand.cont3_array_sc");
831
__pyx_r = 0;
832
__pyx_L0:;
833
Py_DECREF(arrayObject);
834
Py_DECREF(__pyx_v_size);
835
return __pyx_r;
836
}
837
838
static PyObject *__pyx_k63p;
839
840
static char __pyx_k63[] = "size is not compatible with inputs";
841
842
static PyObject *__pyx_f_6mtrand_cont3_array(rk_state *__pyx_v_state,__pyx_t_6mtrand_rk_cont3 __pyx_v_func,PyObject *__pyx_v_size,PyArrayObject *__pyx_v_oa,PyArrayObject *__pyx_v_ob,PyArrayObject *__pyx_v_oc) {
843
double *__pyx_v_array_data;
844
double *__pyx_v_oa_data;
845
double *__pyx_v_ob_data;
846
double *__pyx_v_oc_data;
847
PyArrayObject *arrayObject;
700
848
npy_intp __pyx_v_i;
701
849
PyArrayMultiIterObject *__pyx_v_multi;
702
int __pyx_v_scalar;
703
850
PyObject *__pyx_r;
704
851
int __pyx_1;
705
852
PyObject *__pyx_2 = 0;
713
860
arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
714
861
__pyx_v_multi = ((PyArrayMultiIterObject *)Py_None); Py_INCREF(Py_None);
715
862
716
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":243 */
717
__pyx_v_scalar = 0;
718
719
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":244 */
720
__pyx_1 = (__pyx_v_oa->nd == 0);
863
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":268 */
864
__pyx_1 = __pyx_v_size == Py_None;
721
865
if (__pyx_1) {
722
__pyx_1 = (__pyx_v_ob->nd == 0);
723
if (__pyx_1) {
724
__pyx_1 = (__pyx_v_oc->nd == 0);
866
867
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":269 */
868
__pyx_2 = PyArray_MultiIterNew(3,((void *)__pyx_v_oa),((void *)__pyx_v_ob),((void *)__pyx_v_oc)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 269; goto __pyx_L1;}
869
Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_2)));
870
Py_DECREF(((PyObject *)__pyx_v_multi));
871
__pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_2);
872
Py_DECREF(__pyx_2); __pyx_2 = 0;
873
874
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":270 */
875
__pyx_2 = PyArray_SimpleNew(__pyx_v_multi->nd,__pyx_v_multi->dimensions,NPY_DOUBLE); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 270; goto __pyx_L1;}
876
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
877
Py_DECREF(((PyObject *)arrayObject));
878
arrayObject = ((PyArrayObject *)__pyx_2);
879
Py_DECREF(__pyx_2); __pyx_2 = 0;
880
881
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":271 */
882
__pyx_v_array_data = ((double *)arrayObject->data);
883
884
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":272 */
885
__pyx_3 = __pyx_v_multi->size;
886
for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
887
888
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":273 */
889
__pyx_v_oa_data = ((double *)PyArray_MultiIter_DATA(__pyx_v_multi,0));
890
891
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":274 */
892
__pyx_v_ob_data = ((double *)PyArray_MultiIter_DATA(__pyx_v_multi,1));
893
894
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":275 */
895
__pyx_v_oc_data = ((double *)PyArray_MultiIter_DATA(__pyx_v_multi,2));
896
897
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":276 */
898
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]),(__pyx_v_oc_data[0]));
899
900
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":277 */
901
PyArray_MultiIter_NEXT(__pyx_v_multi);
725
902
}
726
}
727
if (__pyx_1) {
728
729
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":245 */
730
__pyx_v_oa_data = ((double (*))__pyx_v_oa->data);
731
732
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":246 */
733
__pyx_v_ob_data = ((double (*))__pyx_v_ob->data);
734
735
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":247 */
736
__pyx_v_oc_data = ((double (*))__pyx_v_oc->data);
737
738
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":248 */
739
__pyx_v_scalar = 1;
740
903
goto __pyx_L2;
741
904
}
742
__pyx_L2:;
743
744
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":250 */
745
__pyx_1 = __pyx_v_size == Py_None;
746
if (__pyx_1) {
747
748
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":251 */
749
__pyx_1 = __pyx_v_scalar;
750
if (__pyx_1) {
751
752
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":252 */
753
__pyx_2 = PyFloat_FromDouble(__pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]),(__pyx_v_oc_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 252; goto __pyx_L1;}
754
__pyx_r = __pyx_2;
755
__pyx_2 = 0;
756
goto __pyx_L0;
757
goto __pyx_L4;
758
}
759
/*else*/ {
760
761
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":254 */
762
__pyx_2 = PyArray_MultiIterNew(3,((void (*))__pyx_v_oa),((void (*))__pyx_v_ob),((void (*))__pyx_v_oc)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 254; goto __pyx_L1;}
763
Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_2)));
764
Py_DECREF(((PyObject *)__pyx_v_multi));
765
__pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_2);
766
Py_DECREF(__pyx_2); __pyx_2 = 0;
767
768
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":255 */
769
__pyx_2 = PyArray_SimpleNew(__pyx_v_multi->nd,__pyx_v_multi->dimensions,NPY_DOUBLE); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 255; goto __pyx_L1;}
770
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
771
Py_DECREF(((PyObject *)arrayObject));
772
arrayObject = ((PyArrayObject *)__pyx_2);
773
Py_DECREF(__pyx_2); __pyx_2 = 0;
774
775
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":256 */
776
__pyx_v_array_data = ((double (*))arrayObject->data);
777
778
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":257 */
779
__pyx_3 = __pyx_v_multi->size;
780
for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
781
782
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":258 */
783
__pyx_v_oa_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,0));
784
785
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":259 */
786
__pyx_v_ob_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
787
788
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":260 */
789
__pyx_v_oc_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,2));
790
791
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":261 */
792
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793
794
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":262 */
795
PyArray_MultiIter_NEXT(__pyx_v_multi);
796
__pyx_L5:;
797
}
798
__pyx_L6:;
799
}
800
__pyx_L4:;
801
goto __pyx_L3;
802
}
803
905
/*else*/ {
804
906
805
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":264 */
806
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 264; goto __pyx_L1;}
807
__pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 264; goto __pyx_L1;}
808
Py_DECREF(__pyx_2); __pyx_2 = 0;
809
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 264; goto __pyx_L1;}
810
__pyx_5 = PyObject_GetAttr(__pyx_2, __pyx_n_float64); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 264; goto __pyx_L1;}
811
Py_DECREF(__pyx_2); __pyx_2 = 0;
812
__pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 264; goto __pyx_L1;}
907
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":279 */
908
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 279; goto __pyx_L1;}
909
__pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 279; goto __pyx_L1;}
910
Py_DECREF(__pyx_2); __pyx_2 = 0;
911
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 279; goto __pyx_L1;}
912
__pyx_5 = PyObject_GetAttr(__pyx_2, __pyx_n_float64); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 279; goto __pyx_L1;}
913
Py_DECREF(__pyx_2); __pyx_2 = 0;
914
__pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 279; goto __pyx_L1;}
813
915
Py_INCREF(__pyx_v_size);
814
916
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_size);
815
917
PyTuple_SET_ITEM(__pyx_2, 1, __pyx_5);
816
918
__pyx_5 = 0;
817
__pyx_5 = PyObject_CallObject(__pyx_4, __pyx_2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 264; goto __pyx_L1;}
919
__pyx_5 = PyObject_CallObject(__pyx_4, __pyx_2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 279; goto __pyx_L1;}
818
920
Py_DECREF(__pyx_4); __pyx_4 = 0;
819
921
Py_DECREF(__pyx_2); __pyx_2 = 0;
820
922
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_5)));
822
924
arrayObject = ((PyArrayObject *)__pyx_5);
823
925
Py_DECREF(__pyx_5); __pyx_5 = 0;
824
926
825
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":265 */
826
__pyx_v_array_data = ((double (*))arrayObject->data);
827
828
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":266 */
829
__pyx_1 = __pyx_v_scalar;
927
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":280 */
928
__pyx_v_array_data = ((double *)arrayObject->data);
929
930
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":281 */
931
__pyx_4 = PyArray_MultiIterNew(4,((void *)arrayObject),((void *)__pyx_v_oa),((void *)__pyx_v_ob),((void *)__pyx_v_oc)); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 281; goto __pyx_L1;}
932
Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_4)));
933
Py_DECREF(((PyObject *)__pyx_v_multi));
934
__pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_4);
935
Py_DECREF(__pyx_4); __pyx_4 = 0;
936
937
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":283 */
938
__pyx_1 = (__pyx_v_multi->size != PyArray_SIZE(arrayObject));
830
939
if (__pyx_1) {
831
832
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":267 */
833
__pyx_v_length = PyArray_SIZE(arrayObject);
834
835
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":268 */
836
for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
837
838
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":269 */
839
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]),(__pyx_v_oc_data[0]));
840
__pyx_L8:;
841
}
842
__pyx_L9:;
843
goto __pyx_L7;
844
}
845
/*else*/ {
846
847
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":271 */
848
__pyx_4 = PyArray_MultiIterNew(4,((void (*))arrayObject),((void (*))__pyx_v_oa),((void (*))__pyx_v_ob),((void (*))__pyx_v_oc)); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 271; goto __pyx_L1;}
849
Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_4)));
850
Py_DECREF(((PyObject *)__pyx_v_multi));
851
__pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_4);
852
Py_DECREF(__pyx_4); __pyx_4 = 0;
853
854
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":273 */
855
__pyx_1 = (__pyx_v_multi->size != PyArray_SIZE(arrayObject));
856
if (__pyx_1) {
857
858
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":274 */
859
__pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 274; goto __pyx_L1;}
860
__pyx_5 = PyTuple_New(1); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 274; goto __pyx_L1;}
861
Py_INCREF(__pyx_k62p);
862
PyTuple_SET_ITEM(__pyx_5, 0, __pyx_k62p);
863
__pyx_4 = PyObject_CallObject(__pyx_2, __pyx_5); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 274; goto __pyx_L1;}
864
Py_DECREF(__pyx_2); __pyx_2 = 0;
865
Py_DECREF(__pyx_5); __pyx_5 = 0;
866
__Pyx_Raise(__pyx_4, 0, 0);
867
Py_DECREF(__pyx_4); __pyx_4 = 0;
868
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 274; goto __pyx_L1;}
869
goto __pyx_L10;
870
}
871
__pyx_L10:;
872
873
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":275 */
874
__pyx_3 = __pyx_v_multi->size;
875
for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
876
877
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":276 */
878
__pyx_v_oa_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
879
880
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":277 */
881
__pyx_v_ob_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,2));
882
883
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":278 */
884
__pyx_v_oc_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,3));
885
886
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":279 */
887
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]),(__pyx_v_oc_data[0]));
888
889
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":280 */
890
PyArray_MultiIter_NEXT(__pyx_v_multi);
891
__pyx_L11:;
892
}
893
__pyx_L12:;
894
}
895
__pyx_L7:;
940
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 284; goto __pyx_L1;}
941
Py_INCREF(__pyx_k63p);
942
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k63p);
943
__pyx_5 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 284; goto __pyx_L1;}
944
Py_DECREF(__pyx_2); __pyx_2 = 0;
945
__Pyx_Raise(__pyx_5, 0, 0);
946
Py_DECREF(__pyx_5); __pyx_5 = 0;
947
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 284; goto __pyx_L1;}
948
goto __pyx_L5;
949
}
950
__pyx_L5:;
951
952
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":285 */
953
__pyx_3 = __pyx_v_multi->size;
954
for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
955
956
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":286 */
957
__pyx_v_oa_data = ((double *)PyArray_MultiIter_DATA(__pyx_v_multi,1));
958
959
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":287 */
960
__pyx_v_ob_data = ((double *)PyArray_MultiIter_DATA(__pyx_v_multi,2));
961
962
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":288 */
963
__pyx_v_oc_data = ((double *)PyArray_MultiIter_DATA(__pyx_v_multi,3));
964
965
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":289 */
966
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]),(__pyx_v_oc_data[0]));
967
968
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":290 */
969
PyArray_MultiIter_NEXT(__pyx_v_multi);
970
}
896
971
}
897
__pyx_L3:;
972
__pyx_L2:;
898
973
899
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":281 */
974
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":291 */
900
975
Py_INCREF(((PyObject *)arrayObject));
901
976
__pyx_r = ((PyObject *)arrayObject);
902
977
goto __pyx_L0;
919
994
return __pyx_r;
920
995
}
921
996
922
static PyObject *__pyx_n_int;
923
924
static PyObject *__pyx_f_6mtrand_disc0_array(rk_state (*__pyx_v_state),long ((*__pyx_v_func)(rk_state (*))),PyObject *__pyx_v_size) {
925
long (*__pyx_v_array_data);
997
static PyObject *__pyx_f_6mtrand_disc0_array(rk_state *__pyx_v_state,__pyx_t_6mtrand_rk_disc0 __pyx_v_func,PyObject *__pyx_v_size) {
998
long *__pyx_v_array_data;
926
999
PyArrayObject *arrayObject;
927
1000
long __pyx_v_length;
928
1001
long __pyx_v_i;
934
1007
Py_INCREF(__pyx_v_size);
935
1008
arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
936
1009
937
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":289 */
1010
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":299 */
938
1011
__pyx_1 = __pyx_v_size == Py_None;
939
1012
if (__pyx_1) {
940
941
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":290 */
942
__pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 290; goto __pyx_L1;}
1013
__pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 300; goto __pyx_L1;}
943
1014
__pyx_r = __pyx_2;
944
1015
__pyx_2 = 0;
945
1016
goto __pyx_L0;
947
1018
}
948
1019
/*else*/ {
949
1020
950
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":292 */
951
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 292; goto __pyx_L1;}
952
__pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 292; goto __pyx_L1;}
1021
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":302 */
1022
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 302; goto __pyx_L1;}
1023
__pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 302; goto __pyx_L1;}
953
1024
Py_DECREF(__pyx_2); __pyx_2 = 0;
954
__pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 292; goto __pyx_L1;}
955
__pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 292; goto __pyx_L1;}
1025
__pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 302; goto __pyx_L1;}
956
1026
Py_INCREF(__pyx_v_size);
957
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_v_size);
958
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_2);
959
__pyx_2 = 0;
960
__pyx_2 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 292; goto __pyx_L1;}
1027
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_size);
1028
Py_INCREF(((PyObject *)(&PyInt_Type)));
1029
PyTuple_SET_ITEM(__pyx_2, 1, ((PyObject *)(&PyInt_Type)));
1030
__pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 302; goto __pyx_L1;}
961
1031
Py_DECREF(__pyx_3); __pyx_3 = 0;
1032
Py_DECREF(__pyx_2); __pyx_2 = 0;
1033
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_4)));
1034
Py_DECREF(((PyObject *)arrayObject));
1035
arrayObject = ((PyArrayObject *)__pyx_4);
962
1036
Py_DECREF(__pyx_4); __pyx_4 = 0;
963
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
964
Py_DECREF(((PyObject *)arrayObject));
965
arrayObject = ((PyArrayObject *)__pyx_2);
966
Py_DECREF(__pyx_2); __pyx_2 = 0;
967
1037
968
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":293 */
1038
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":303 */
969
1039
__pyx_v_length = PyArray_SIZE(arrayObject);
970
1040
971
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":294 */
972
__pyx_v_array_data = ((long (*))arrayObject->data);
1041
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":304 */
1042
__pyx_v_array_data = ((long *)arrayObject->data);
973
1043
974
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":295 */
1044
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":305 */
975
1045
for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
976
977
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":296 */
978
1046
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state);
979
__pyx_L3:;
980
1047
}
981
__pyx_L4:;
982
1048
983
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":297 */
1049
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":307 */
984
1050
Py_INCREF(((PyObject *)arrayObject));
985
1051
__pyx_r = ((PyObject *)arrayObject);
986
1052
goto __pyx_L0;
1001
1067
return __pyx_r;
1002
1068
}
1003
1069
1004
static PyObject *__pyx_k63p;
1005
1006
static char (__pyx_k63[]) = "size is not compatible with inputs";
1007
1008
static PyObject *__pyx_f_6mtrand_discnp_array(rk_state (*__pyx_v_state),long ((*__pyx_v_func)(rk_state (*),long ,double )),PyObject *__pyx_v_size,PyArrayObject *__pyx_v_on,PyArrayObject *__pyx_v_op) {
1009
long (*__pyx_v_array_data);
1010
PyArrayObject *arrayObject;
1011
npy_intp __pyx_v_length;
1070
static PyObject *__pyx_f_6mtrand_discnp_array_sc(rk_state *__pyx_v_state,__pyx_t_6mtrand_rk_discnp __pyx_v_func,PyObject *__pyx_v_size,long __pyx_v_n,double __pyx_v_p) {
1071
long *__pyx_v_array_data;
1072
PyArrayObject *arrayObject;
1073
long __pyx_v_length;
1074
long __pyx_v_i;
1075
PyObject *__pyx_r;
1076
int __pyx_1;
1077
PyObject *__pyx_2 = 0;
1078
PyObject *__pyx_3 = 0;
1079
PyObject *__pyx_4 = 0;
1080
Py_INCREF(__pyx_v_size);
1081
arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
1082
1083
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":315 */
1084
__pyx_1 = __pyx_v_size == Py_None;
1085
if (__pyx_1) {
1086
__pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state,__pyx_v_n,__pyx_v_p)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 316; goto __pyx_L1;}
1087
__pyx_r = __pyx_2;
1088
__pyx_2 = 0;
1089
goto __pyx_L0;
1090
goto __pyx_L2;
1091
}
1092
/*else*/ {
1093
1094
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":318 */
1095
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 318; goto __pyx_L1;}
1096
__pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 318; goto __pyx_L1;}
1097
Py_DECREF(__pyx_2); __pyx_2 = 0;
1098
__pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 318; goto __pyx_L1;}
1099
Py_INCREF(__pyx_v_size);
1100
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_size);
1101
Py_INCREF(((PyObject *)(&PyInt_Type)));
1102
PyTuple_SET_ITEM(__pyx_2, 1, ((PyObject *)(&PyInt_Type)));
1103
__pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 318; goto __pyx_L1;}
1104
Py_DECREF(__pyx_3); __pyx_3 = 0;
1105
Py_DECREF(__pyx_2); __pyx_2 = 0;
1106
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_4)));
1107
Py_DECREF(((PyObject *)arrayObject));
1108
arrayObject = ((PyArrayObject *)__pyx_4);
1109
Py_DECREF(__pyx_4); __pyx_4 = 0;
1110
1111
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":319 */
1112
__pyx_v_length = PyArray_SIZE(arrayObject);
1113
1114
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":320 */
1115
__pyx_v_array_data = ((long *)arrayObject->data);
1116
1117
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":321 */
1118
for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
1119
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,__pyx_v_n,__pyx_v_p);
1120
}
1121
1122
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":323 */
1123
Py_INCREF(((PyObject *)arrayObject));
1124
__pyx_r = ((PyObject *)arrayObject);
1125
goto __pyx_L0;
1126
}
1127
__pyx_L2:;
1128
1129
__pyx_r = Py_None; Py_INCREF(Py_None);
1130
goto __pyx_L0;
1131
__pyx_L1:;
1132
Py_XDECREF(__pyx_2);
1133
Py_XDECREF(__pyx_3);
1134
Py_XDECREF(__pyx_4);
1135
__Pyx_AddTraceback("mtrand.discnp_array_sc");
1136
__pyx_r = 0;
1137
__pyx_L0:;
1138
Py_DECREF(arrayObject);
1139
Py_DECREF(__pyx_v_size);
1140
return __pyx_r;
1141
}
1142
1143
static PyObject *__pyx_k64p;
1144
1145
static char __pyx_k64[] = "size is not compatible with inputs";
1146
1147
static PyObject *__pyx_f_6mtrand_discnp_array(rk_state *__pyx_v_state,__pyx_t_6mtrand_rk_discnp __pyx_v_func,PyObject *__pyx_v_size,PyArrayObject *__pyx_v_on,PyArrayObject *__pyx_v_op) {
1148
long *__pyx_v_array_data;
1149
PyArrayObject *arrayObject;
1012
1150
npy_intp __pyx_v_i;
1013
double (*__pyx_v_op_data);
1014
long (*__pyx_v_on_data);
1015
int __pyx_v_scalar;
1151
double *__pyx_v_op_data;
1152
long *__pyx_v_on_data;
1016
1153
PyArrayMultiIterObject *__pyx_v_multi;
1017
1154
PyObject *__pyx_r;
1018
1155
int __pyx_1;
1026
1163
arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
1027
1164
__pyx_v_multi = ((PyArrayMultiIterObject *)Py_None); Py_INCREF(Py_None);
1028
1165
1029
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":309 */
1030
__pyx_v_scalar = 0;
1031
1032
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":310 */
1033
__pyx_1 = (__pyx_v_on->nd == 0);
1034
if (__pyx_1) {
1035
__pyx_1 = (__pyx_v_op->nd == 0);
1036
}
1037
if (__pyx_1) {
1038
1039
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":311 */
1040
__pyx_v_on_data = ((long (*))__pyx_v_on->data);
1041
1042
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":312 */
1043
__pyx_v_op_data = ((double (*))__pyx_v_op->data);
1044
1045
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":313 */
1046
__pyx_v_scalar = 1;
1166
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":334 */
1167
__pyx_1 = __pyx_v_size == Py_None;
1168
if (__pyx_1) {
1169
1170
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":335 */
1171
__pyx_2 = PyArray_MultiIterNew(2,((void *)__pyx_v_on),((void *)__pyx_v_op)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 335; goto __pyx_L1;}
1172
Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_2)));
1173
Py_DECREF(((PyObject *)__pyx_v_multi));
1174
__pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_2);
1175
Py_DECREF(__pyx_2); __pyx_2 = 0;
1176
1177
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":336 */
1178
__pyx_2 = PyArray_SimpleNew(__pyx_v_multi->nd,__pyx_v_multi->dimensions,NPY_LONG); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 336; goto __pyx_L1;}
1179
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
1180
Py_DECREF(((PyObject *)arrayObject));
1181
arrayObject = ((PyArrayObject *)__pyx_2);
1182
Py_DECREF(__pyx_2); __pyx_2 = 0;
1183
1184
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":337 */
1185
__pyx_v_array_data = ((long *)arrayObject->data);
1186
1187
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":338 */
1188
__pyx_3 = __pyx_v_multi->size;
1189
for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
1190
1191
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":339 */
1192
__pyx_v_on_data = ((long *)PyArray_MultiIter_DATA(__pyx_v_multi,0));
1193
1194
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":340 */
1195
__pyx_v_op_data = ((double *)PyArray_MultiIter_DATA(__pyx_v_multi,1));
1196
1197
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":341 */
1198
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_op_data[0]));
1199
1200
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":342 */
1201
PyArray_MultiIter_NEXT(__pyx_v_multi);
1202
}
1047
1203
goto __pyx_L2;
1048
1204
}
1049
__pyx_L2:;
1050
1051
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":315 */
1052
__pyx_1 = __pyx_v_size == Py_None;
1053
if (__pyx_1) {
1054
1055
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":316 */
1056
__pyx_1 = __pyx_v_scalar;
1057
if (__pyx_1) {
1058
1059
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":317 */
1060
__pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_op_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 317; goto __pyx_L1;}
1061
__pyx_r = __pyx_2;
1062
__pyx_2 = 0;
1063
goto __pyx_L0;
1064
goto __pyx_L4;
1065
}
1066
/*else*/ {
1067
1068
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":319 */
1069
__pyx_2 = PyArray_MultiIterNew(2,((void (*))__pyx_v_on),((void (*))__pyx_v_op)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 319; goto __pyx_L1;}
1070
Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_2)));
1071
Py_DECREF(((PyObject *)__pyx_v_multi));
1072
__pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_2);
1073
Py_DECREF(__pyx_2); __pyx_2 = 0;
1074
1075
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":320 */
1076
__pyx_2 = PyArray_SimpleNew(__pyx_v_multi->nd,__pyx_v_multi->dimensions,NPY_LONG); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 320; goto __pyx_L1;}
1077
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
1078
Py_DECREF(((PyObject *)arrayObject));
1079
arrayObject = ((PyArrayObject *)__pyx_2);
1080
Py_DECREF(__pyx_2); __pyx_2 = 0;
1081
1082
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":321 */
1083
__pyx_v_array_data = ((long (*))arrayObject->data);
1084
1085
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":322 */
1086
__pyx_3 = __pyx_v_multi->size;
1087
for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
1088
1089
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":323 */
1090
__pyx_v_on_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,0));
1091
1092
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":324 */
1093
__pyx_v_op_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
1094
1095
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":325 */
1096
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_op_data[0]));
1097
1098
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":326 */
1099
PyArray_MultiIter_NEXT(__pyx_v_multi);
1100
__pyx_L5:;
1101
}
1102
__pyx_L6:;
1103
}
1104
__pyx_L4:;
1105
goto __pyx_L3;
1106
}
1107
1205
/*else*/ {
1108
1206
1109
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":328 */
1110
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 328; goto __pyx_L1;}
1111
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1207
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":344 */
1208
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 344; goto __pyx_L1;}
1209
__pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 344; goto __pyx_L1;}
1112
1210
Py_DECREF(__pyx_2); __pyx_2 = 0;
1113
__pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 328; goto __pyx_L1;}
1114
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1211
__pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 344; goto __pyx_L1;}
1115
1212
Py_INCREF(__pyx_v_size);
1116
PyTuple_SET_ITEM(__pyx_5, 0, __pyx_v_size);
1117
PyTuple_SET_ITEM(__pyx_5, 1, __pyx_2);
1118
__pyx_2 = 0;
1119
__pyx_2 = PyObject_CallObject(__pyx_4, __pyx_5); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 328; goto __pyx_L1;}
1213
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_size);
1214
Py_INCREF(((PyObject *)(&PyInt_Type)));
1215
PyTuple_SET_ITEM(__pyx_2, 1, ((PyObject *)(&PyInt_Type)));
1216
__pyx_5 = PyObject_CallObject(__pyx_4, __pyx_2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 344; goto __pyx_L1;}
1120
1217
Py_DECREF(__pyx_4); __pyx_4 = 0;
1218
Py_DECREF(__pyx_2); __pyx_2 = 0;
1219
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_5)));
1220
Py_DECREF(((PyObject *)arrayObject));
1221
arrayObject = ((PyArrayObject *)__pyx_5);
1121
1222
Py_DECREF(__pyx_5); __pyx_5 = 0;
1122
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
1123
Py_DECREF(((PyObject *)arrayObject));
1124
arrayObject = ((PyArrayObject *)__pyx_2);
1125
Py_DECREF(__pyx_2); __pyx_2 = 0;
1126
1127
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":329 */
1128
__pyx_1 = __pyx_v_scalar;
1223
1224
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":345 */
1225
__pyx_v_array_data = ((long *)arrayObject->data);
1226
1227
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":346 */
1228
__pyx_4 = PyArray_MultiIterNew(3,((void *)arrayObject),((void *)__pyx_v_on),((void *)__pyx_v_op)); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 346; goto __pyx_L1;}
1229
Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_4)));
1230
Py_DECREF(((PyObject *)__pyx_v_multi));
1231
__pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_4);
1232
Py_DECREF(__pyx_4); __pyx_4 = 0;
1233
1234
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":347 */
1235
__pyx_1 = (__pyx_v_multi->size != PyArray_SIZE(arrayObject));
1129
1236
if (__pyx_1) {
1130
1131
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":330 */
1132
__pyx_v_length = PyArray_SIZE(arrayObject);
1133
1134
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":331 */
1135
__pyx_v_array_data = ((long (*))arrayObject->data);
1136
1137
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":332 */
1138
for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
1139
1140
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":333 */
1141
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_op_data[0]));
1142
__pyx_L8:;
1143
}
1144
__pyx_L9:;
1145
goto __pyx_L7;
1146
}
1147
/*else*/ {
1148
1149
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":335 */
1150
__pyx_4 = PyArray_MultiIterNew(3,((void (*))arrayObject),((void (*))__pyx_v_on),((void (*))__pyx_v_op)); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 335; goto __pyx_L1;}
1151
Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_4)));
1152
Py_DECREF(((PyObject *)__pyx_v_multi));
1153
__pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_4);
1154
Py_DECREF(__pyx_4); __pyx_4 = 0;
1155
1156
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":336 */
1157
__pyx_1 = (__pyx_v_multi->size != PyArray_SIZE(arrayObject));
1158
if (__pyx_1) {
1159
1160
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":337 */
1161
__pyx_5 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 337; goto __pyx_L1;}
1162
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 337; goto __pyx_L1;}
1163
Py_INCREF(__pyx_k63p);
1164
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k63p);
1165
__pyx_4 = PyObject_CallObject(__pyx_5, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 337; goto __pyx_L1;}
1166
Py_DECREF(__pyx_5); __pyx_5 = 0;
1167
Py_DECREF(__pyx_2); __pyx_2 = 0;
1168
__Pyx_Raise(__pyx_4, 0, 0);
1169
Py_DECREF(__pyx_4); __pyx_4 = 0;
1170
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 337; goto __pyx_L1;}
1171
goto __pyx_L10;
1172
}
1173
__pyx_L10:;
1174
1175
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":338 */
1176
__pyx_3 = __pyx_v_multi->size;
1177
for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
1178
1179
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":339 */
1180
__pyx_v_on_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
1181
1182
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":340 */
1183
__pyx_v_op_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,2));
1184
1185
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":341 */
1186
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_op_data[0]));
1187
1188
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":342 */
1189
PyArray_MultiIter_NEXTi(__pyx_v_multi,1);
1190
1191
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":343 */
1192
PyArray_MultiIter_NEXTi(__pyx_v_multi,2);
1193
__pyx_L11:;
1194
}
1195
__pyx_L12:;
1196
}
1197
__pyx_L7:;
1237
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 348; goto __pyx_L1;}
1238
Py_INCREF(__pyx_k64p);
1239
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k64p);
1240
__pyx_5 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 348; goto __pyx_L1;}
1241
Py_DECREF(__pyx_2); __pyx_2 = 0;
1242
__Pyx_Raise(__pyx_5, 0, 0);
1243
Py_DECREF(__pyx_5); __pyx_5 = 0;
1244
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 348; goto __pyx_L1;}
1245
goto __pyx_L5;
1246
}
1247
__pyx_L5:;
1248
1249
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":349 */
1250
__pyx_3 = __pyx_v_multi->size;
1251
for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
1252
1253
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":350 */
1254
__pyx_v_on_data = ((long *)PyArray_MultiIter_DATA(__pyx_v_multi,1));
1255
1256
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":351 */
1257
__pyx_v_op_data = ((double *)PyArray_MultiIter_DATA(__pyx_v_multi,2));
1258
1259
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":352 */
1260
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_op_data[0]));
1261
1262
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":353 */
1263
PyArray_MultiIter_NEXTi(__pyx_v_multi,1);
1264
1265
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":354 */
1266
PyArray_MultiIter_NEXTi(__pyx_v_multi,2);
1267
}
1198
1268
}
1199
__pyx_L3:;
1269
__pyx_L2:;
1200
1270
1201
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":345 */
1271
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":356 */
1202
1272
Py_INCREF(((PyObject *)arrayObject));
1203
1273
__pyx_r = ((PyObject *)arrayObject);
1204
1274
goto __pyx_L0;
1220
1290
return __pyx_r;
1221
1291
}
1222
1292
1223
static PyObject *__pyx_k64p;
1224
1225
static char (__pyx_k64[]) = "size is not compatible with inputs";
1226
1227
static PyObject *__pyx_f_6mtrand_discnmN_array(rk_state (*__pyx_v_state),long ((*__pyx_v_func)(rk_state (*),long ,long ,long )),PyObject *__pyx_v_size,PyArrayObject *__pyx_v_on,PyArrayObject *__pyx_v_om,PyArrayObject *__pyx_v_oN) {
1228
long (*__pyx_v_array_data);
1229
long (*__pyx_v_on_data);
1230
long (*__pyx_v_om_data);
1231
long (*__pyx_v_oN_data);
1232
PyArrayObject *arrayObject;
1233
npy_intp __pyx_v_length;
1293
static PyObject *__pyx_f_6mtrand_discnmN_array_sc(rk_state *__pyx_v_state,__pyx_t_6mtrand_rk_discnmN __pyx_v_func,PyObject *__pyx_v_size,long __pyx_v_n,long __pyx_v_m,long __pyx_v_N) {
1294
long *__pyx_v_array_data;
1295
PyArrayObject *arrayObject;
1296
long __pyx_v_length;
1297
long __pyx_v_i;
1298
PyObject *__pyx_r;
1299
int __pyx_1;
1300
PyObject *__pyx_2 = 0;
1301
PyObject *__pyx_3 = 0;
1302
PyObject *__pyx_4 = 0;
1303
Py_INCREF(__pyx_v_size);
1304
arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
1305
1306
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":365 */
1307
__pyx_1 = __pyx_v_size == Py_None;
1308
if (__pyx_1) {
1309
__pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state,__pyx_v_n,__pyx_v_m,__pyx_v_N)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 366; goto __pyx_L1;}
1310
__pyx_r = __pyx_2;
1311
__pyx_2 = 0;
1312
goto __pyx_L0;
1313
goto __pyx_L2;
1314
}
1315
/*else*/ {
1316
1317
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":368 */
1318
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 368; goto __pyx_L1;}
1319
__pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 368; goto __pyx_L1;}
1320
Py_DECREF(__pyx_2); __pyx_2 = 0;
1321
__pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 368; goto __pyx_L1;}
1322
Py_INCREF(__pyx_v_size);
1323
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_size);
1324
Py_INCREF(((PyObject *)(&PyInt_Type)));
1325
PyTuple_SET_ITEM(__pyx_2, 1, ((PyObject *)(&PyInt_Type)));
1326
__pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 368; goto __pyx_L1;}
1327
Py_DECREF(__pyx_3); __pyx_3 = 0;
1328
Py_DECREF(__pyx_2); __pyx_2 = 0;
1329
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_4)));
1330
Py_DECREF(((PyObject *)arrayObject));
1331
arrayObject = ((PyArrayObject *)__pyx_4);
1332
Py_DECREF(__pyx_4); __pyx_4 = 0;
1333
1334
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":369 */
1335
__pyx_v_length = PyArray_SIZE(arrayObject);
1336
1337
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":370 */
1338
__pyx_v_array_data = ((long *)arrayObject->data);
1339
1340
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":371 */
1341
for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
1342
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,__pyx_v_n,__pyx_v_m,__pyx_v_N);
1343
}
1344
1345
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":373 */
1346
Py_INCREF(((PyObject *)arrayObject));
1347
__pyx_r = ((PyObject *)arrayObject);
1348
goto __pyx_L0;
1349
}
1350
__pyx_L2:;
1351
1352
__pyx_r = Py_None; Py_INCREF(Py_None);
1353
goto __pyx_L0;
1354
__pyx_L1:;
1355
Py_XDECREF(__pyx_2);
1356
Py_XDECREF(__pyx_3);
1357
Py_XDECREF(__pyx_4);
1358
__Pyx_AddTraceback("mtrand.discnmN_array_sc");
1359
__pyx_r = 0;
1360
__pyx_L0:;
1361
Py_DECREF(arrayObject);
1362
Py_DECREF(__pyx_v_size);
1363
return __pyx_r;
1364
}
1365
1366
static PyObject *__pyx_k65p;
1367
1368
static char __pyx_k65[] = "size is not compatible with inputs";
1369
1370
static PyObject *__pyx_f_6mtrand_discnmN_array(rk_state *__pyx_v_state,__pyx_t_6mtrand_rk_discnmN __pyx_v_func,PyObject *__pyx_v_size,PyArrayObject *__pyx_v_on,PyArrayObject *__pyx_v_om,PyArrayObject *__pyx_v_oN) {
1371
long *__pyx_v_array_data;
1372
long *__pyx_v_on_data;
1373
long *__pyx_v_om_data;
1374
long *__pyx_v_oN_data;
1375
PyArrayObject *arrayObject;
1234
1376
npy_intp __pyx_v_i;
1235
1377
PyArrayMultiIterObject *__pyx_v_multi;
1236
int __pyx_v_scalar;
1237
1378
PyObject *__pyx_r;
1238
1379
int __pyx_1;
1239
1380
PyObject *__pyx_2 = 0;
1247
1388
arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
1248
1389
__pyx_v_multi = ((PyArrayMultiIterObject *)Py_None); Py_INCREF(Py_None);
1249
1390
1250
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":359 */
1251
__pyx_v_scalar = 0;
1252
1253
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":360 */
1254
__pyx_1 = (__pyx_v_on->nd == 0);
1391
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":386 */
1392
__pyx_1 = __pyx_v_size == Py_None;
1255
1393
if (__pyx_1) {
1256
__pyx_1 = (__pyx_v_om->nd == 0);
1257
if (__pyx_1) {
1258
__pyx_1 = (__pyx_v_oN->nd == 0);
1394
1395
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":387 */
1396
__pyx_2 = PyArray_MultiIterNew(3,((void *)__pyx_v_on),((void *)__pyx_v_om),((void *)__pyx_v_oN)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 387; goto __pyx_L1;}
1397
Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_2)));
1398
Py_DECREF(((PyObject *)__pyx_v_multi));
1399
__pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_2);
1400
Py_DECREF(__pyx_2); __pyx_2 = 0;
1401
1402
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":388 */
1403
__pyx_2 = PyArray_SimpleNew(__pyx_v_multi->nd,__pyx_v_multi->dimensions,NPY_LONG); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 388; goto __pyx_L1;}
1404
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
1405
Py_DECREF(((PyObject *)arrayObject));
1406
arrayObject = ((PyArrayObject *)__pyx_2);
1407
Py_DECREF(__pyx_2); __pyx_2 = 0;
1408
1409
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":389 */
1410
__pyx_v_array_data = ((long *)arrayObject->data);
1411
1412
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":390 */
1413
__pyx_3 = __pyx_v_multi->size;
1414
for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
1415
1416
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":391 */
1417
__pyx_v_on_data = ((long *)PyArray_MultiIter_DATA(__pyx_v_multi,0));
1418
1419
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":392 */
1420
__pyx_v_om_data = ((long *)PyArray_MultiIter_DATA(__pyx_v_multi,1));
1421
1422
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":393 */
1423
__pyx_v_oN_data = ((long *)PyArray_MultiIter_DATA(__pyx_v_multi,2));
1424
1425
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":394 */
1426
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_om_data[0]),(__pyx_v_oN_data[0]));
1427
1428
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":395 */
1429
PyArray_MultiIter_NEXT(__pyx_v_multi);
1259
1430
}
1260
}
1261
if (__pyx_1) {
1262
1263
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":361 */
1264
__pyx_v_scalar = 1;
1265
1266
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":362 */
1267
__pyx_v_on_data = ((long (*))__pyx_v_on->data);
1268
1269
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":363 */
1270
__pyx_v_om_data = ((long (*))__pyx_v_om->data);
1271
1272
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":364 */
1273
__pyx_v_oN_data = ((long (*))__pyx_v_oN->data);
1274
1431
goto __pyx_L2;
1275
1432
}
1276
__pyx_L2:;
1277
1278
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":366 */
1279
__pyx_1 = __pyx_v_size == Py_None;
1280
if (__pyx_1) {
1281
1282
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":367 */
1283
__pyx_1 = __pyx_v_scalar;
1284
if (__pyx_1) {
1285
1286
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":368 */
1287
__pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_om_data[0]),(__pyx_v_oN_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 368; goto __pyx_L1;}
1288
__pyx_r = __pyx_2;
1289
__pyx_2 = 0;
1290
goto __pyx_L0;
1291
goto __pyx_L4;
1292
}
1293
/*else*/ {
1294
1295
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":370 */
1296
__pyx_2 = PyArray_MultiIterNew(3,((void (*))__pyx_v_on),((void (*))__pyx_v_om),((void (*))__pyx_v_oN)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 370; goto __pyx_L1;}
1297
Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_2)));
1298
Py_DECREF(((PyObject *)__pyx_v_multi));
1299
__pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_2);
1300
Py_DECREF(__pyx_2); __pyx_2 = 0;
1301
1302
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":371 */
1303
__pyx_2 = PyArray_SimpleNew(__pyx_v_multi->nd,__pyx_v_multi->dimensions,NPY_LONG); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 371; goto __pyx_L1;}
1304
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
1305
Py_DECREF(((PyObject *)arrayObject));
1306
arrayObject = ((PyArrayObject *)__pyx_2);
1307
Py_DECREF(__pyx_2); __pyx_2 = 0;
1308
1309
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":372 */
1310
__pyx_v_array_data = ((long (*))arrayObject->data);
1311
1312
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":373 */
1313
__pyx_3 = __pyx_v_multi->size;
1314
for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
1315
1316
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":374 */
1317
__pyx_v_on_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,0));
1318
1319
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":375 */
1320
__pyx_v_om_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
1321
1322
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":376 */
1323
__pyx_v_oN_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,2));
1324
1325
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":377 */
1326
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_om_data[0]),(__pyx_v_oN_data[0]));
1327
1328
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":378 */
1329
PyArray_MultiIter_NEXT(__pyx_v_multi);
1330
__pyx_L5:;
1331
}
1332
__pyx_L6:;
1333
}
1334
__pyx_L4:;
1335
goto __pyx_L3;
1336
}
1337
1433
/*else*/ {
1338
1434
1339
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":380 */
1340
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 380; goto __pyx_L1;}
1341
__pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 380; goto __pyx_L1;}
1435
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":397 */
1436
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 397; goto __pyx_L1;}
1437
__pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 397; goto __pyx_L1;}
1342
1438
Py_DECREF(__pyx_2); __pyx_2 = 0;
1343
__pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 380; goto __pyx_L1;}
1344
__pyx_5 = PyTuple_New(2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 380; goto __pyx_L1;}
1439
__pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 397; goto __pyx_L1;}
1345
1440
Py_INCREF(__pyx_v_size);
1346
PyTuple_SET_ITEM(__pyx_5, 0, __pyx_v_size);
1347
PyTuple_SET_ITEM(__pyx_5, 1, __pyx_2);
1348
__pyx_2 = 0;
1349
__pyx_2 = PyObject_CallObject(__pyx_4, __pyx_5); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 380; goto __pyx_L1;}
1441
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_size);
1442
Py_INCREF(((PyObject *)(&PyInt_Type)));
1443
PyTuple_SET_ITEM(__pyx_2, 1, ((PyObject *)(&PyInt_Type)));
1444
__pyx_5 = PyObject_CallObject(__pyx_4, __pyx_2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 397; goto __pyx_L1;}
1350
1445
Py_DECREF(__pyx_4); __pyx_4 = 0;
1446
Py_DECREF(__pyx_2); __pyx_2 = 0;
1447
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_5)));
1448
Py_DECREF(((PyObject *)arrayObject));
1449
arrayObject = ((PyArrayObject *)__pyx_5);
1351
1450
Py_DECREF(__pyx_5); __pyx_5 = 0;
1352
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
1353
Py_DECREF(((PyObject *)arrayObject));
1354
arrayObject = ((PyArrayObject *)__pyx_2);
1355
Py_DECREF(__pyx_2); __pyx_2 = 0;
1356
1357
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":381 */
1358
__pyx_v_array_data = ((long (*))arrayObject->data);
1359
1360
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":382 */
1361
__pyx_1 = __pyx_v_scalar;
1451
1452
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":398 */
1453
__pyx_v_array_data = ((long *)arrayObject->data);
1454
1455
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":399 */
1456
__pyx_4 = PyArray_MultiIterNew(4,((void *)arrayObject),((void *)__pyx_v_on),((void *)__pyx_v_om),((void *)__pyx_v_oN)); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 399; goto __pyx_L1;}
1457
Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_4)));
1458
Py_DECREF(((PyObject *)__pyx_v_multi));
1459
__pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_4);
1460
Py_DECREF(__pyx_4); __pyx_4 = 0;
1461
1462
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":401 */
1463
__pyx_1 = (__pyx_v_multi->size != PyArray_SIZE(arrayObject));
1362
1464
if (__pyx_1) {
1363
1364
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":383 */
1365
__pyx_v_length = PyArray_SIZE(arrayObject);
1366
1367
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":384 */
1368
for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
1369
1370
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":385 */
1371
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_om_data[0]),(__pyx_v_oN_data[0]));
1372
__pyx_L8:;
1373
}
1374
__pyx_L9:;
1375
goto __pyx_L7;
1376
}
1377
/*else*/ {
1378
1379
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":387 */
1380
__pyx_4 = PyArray_MultiIterNew(4,((void (*))arrayObject),((void (*))__pyx_v_on),((void (*))__pyx_v_om),((void (*))__pyx_v_oN)); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 387; goto __pyx_L1;}
1381
Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_4)));
1382
Py_DECREF(((PyObject *)__pyx_v_multi));
1383
__pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_4);
1384
Py_DECREF(__pyx_4); __pyx_4 = 0;
1385
1386
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":389 */
1387
__pyx_1 = (__pyx_v_multi->size != PyArray_SIZE(arrayObject));
1388
if (__pyx_1) {
1389
1390
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":390 */
1391
__pyx_5 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 390; goto __pyx_L1;}
1392
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 390; goto __pyx_L1;}
1393
Py_INCREF(__pyx_k64p);
1394
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k64p);
1395
__pyx_4 = PyObject_CallObject(__pyx_5, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 390; goto __pyx_L1;}
1396
Py_DECREF(__pyx_5); __pyx_5 = 0;
1397
Py_DECREF(__pyx_2); __pyx_2 = 0;
1398
__Pyx_Raise(__pyx_4, 0, 0);
1399
Py_DECREF(__pyx_4); __pyx_4 = 0;
1400
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 390; goto __pyx_L1;}
1401
goto __pyx_L10;
1402
}
1403
__pyx_L10:;
1404
1405
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":391 */
1406
__pyx_3 = __pyx_v_multi->size;
1407
for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
1408
1409
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":392 */
1410
__pyx_v_on_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
1411
1412
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":393 */
1413
__pyx_v_om_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,2));
1414
1415
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":394 */
1416
__pyx_v_oN_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,3));
1417
1418
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":395 */
1419
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_om_data[0]),(__pyx_v_oN_data[0]));
1420
1421
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":396 */
1422
PyArray_MultiIter_NEXT(__pyx_v_multi);
1423
__pyx_L11:;
1424
}
1425
__pyx_L12:;
1426
}
1427
__pyx_L7:;
1465
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 402; goto __pyx_L1;}
1466
Py_INCREF(__pyx_k65p);
1467
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k65p);
1468
__pyx_5 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 402; goto __pyx_L1;}
1469
Py_DECREF(__pyx_2); __pyx_2 = 0;
1470
__Pyx_Raise(__pyx_5, 0, 0);
1471
Py_DECREF(__pyx_5); __pyx_5 = 0;
1472
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 402; goto __pyx_L1;}
1473
goto __pyx_L5;
1474
}
1475
__pyx_L5:;
1476
1477
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":403 */
1478
__pyx_3 = __pyx_v_multi->size;
1479
for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
1480
1481
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":404 */
1482
__pyx_v_on_data = ((long *)PyArray_MultiIter_DATA(__pyx_v_multi,1));
1483
1484
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":405 */
1485
__pyx_v_om_data = ((long *)PyArray_MultiIter_DATA(__pyx_v_multi,2));
1486
1487
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":406 */
1488
__pyx_v_oN_data = ((long *)PyArray_MultiIter_DATA(__pyx_v_multi,3));
1489
1490
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":407 */
1491
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_om_data[0]),(__pyx_v_oN_data[0]));
1492
1493
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":408 */
1494
PyArray_MultiIter_NEXT(__pyx_v_multi);
1495
}
1428
1496
}
1429
__pyx_L3:;
1497
__pyx_L2:;
1430
1498
1431
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":398 */
1499
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":410 */
1432
1500
Py_INCREF(((PyObject *)arrayObject));
1433
1501
__pyx_r = ((PyObject *)arrayObject);
1434
1502
goto __pyx_L0;
1451
1519
return __pyx_r;
1452
1520
}
1453
1521
1454
static PyObject *__pyx_k65p;
1455
1456
static char (__pyx_k65[]) = "size is not compatible with inputs";
1457
1458
static PyObject *__pyx_f_6mtrand_discd_array(rk_state (*__pyx_v_state),long ((*__pyx_v_func)(rk_state (*),double )),PyObject *__pyx_v_size,PyArrayObject *__pyx_v_oa) {
1459
long (*__pyx_v_array_data);
1460
double (*__pyx_v_oa_data);
1522
static PyObject *__pyx_f_6mtrand_discd_array_sc(rk_state *__pyx_v_state,__pyx_t_6mtrand_rk_discd __pyx_v_func,PyObject *__pyx_v_size,double __pyx_v_a) {
1523
long *__pyx_v_array_data;
1524
PyArrayObject *arrayObject;
1525
long __pyx_v_length;
1526
long __pyx_v_i;
1527
PyObject *__pyx_r;
1528
int __pyx_1;
1529
PyObject *__pyx_2 = 0;
1530
PyObject *__pyx_3 = 0;
1531
PyObject *__pyx_4 = 0;
1532
Py_INCREF(__pyx_v_size);
1533
arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
1534
1535
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":418 */
1536
__pyx_1 = __pyx_v_size == Py_None;
1537
if (__pyx_1) {
1538
__pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state,__pyx_v_a)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 419; goto __pyx_L1;}
1539
__pyx_r = __pyx_2;
1540
__pyx_2 = 0;
1541
goto __pyx_L0;
1542
goto __pyx_L2;
1543
}
1544
/*else*/ {
1545
1546
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":421 */
1547
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 421; goto __pyx_L1;}
1548
__pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 421; goto __pyx_L1;}
1549
Py_DECREF(__pyx_2); __pyx_2 = 0;
1550
__pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 421; goto __pyx_L1;}
1551
Py_INCREF(__pyx_v_size);
1552
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_size);
1553
Py_INCREF(((PyObject *)(&PyInt_Type)));
1554
PyTuple_SET_ITEM(__pyx_2, 1, ((PyObject *)(&PyInt_Type)));
1555
__pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 421; goto __pyx_L1;}
1556
Py_DECREF(__pyx_3); __pyx_3 = 0;
1557
Py_DECREF(__pyx_2); __pyx_2 = 0;
1558
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_4)));
1559
Py_DECREF(((PyObject *)arrayObject));
1560
arrayObject = ((PyArrayObject *)__pyx_4);
1561
Py_DECREF(__pyx_4); __pyx_4 = 0;
1562
1563
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":422 */
1564
__pyx_v_length = PyArray_SIZE(arrayObject);
1565
1566
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":423 */
1567
__pyx_v_array_data = ((long *)arrayObject->data);
1568
1569
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":424 */
1570
for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
1571
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,__pyx_v_a);
1572
}
1573
1574
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":426 */
1575
Py_INCREF(((PyObject *)arrayObject));
1576
__pyx_r = ((PyObject *)arrayObject);
1577
goto __pyx_L0;
1578
}
1579
__pyx_L2:;
1580
1581
__pyx_r = Py_None; Py_INCREF(Py_None);
1582
goto __pyx_L0;
1583
__pyx_L1:;
1584
Py_XDECREF(__pyx_2);
1585
Py_XDECREF(__pyx_3);
1586
Py_XDECREF(__pyx_4);
1587
__Pyx_AddTraceback("mtrand.discd_array_sc");
1588
__pyx_r = 0;
1589
__pyx_L0:;
1590
Py_DECREF(arrayObject);
1591
Py_DECREF(__pyx_v_size);
1592
return __pyx_r;
1593
}
1594
1595
static PyObject *__pyx_k66p;
1596
1597
static char __pyx_k66[] = "size is not compatible with inputs";
1598
1599
static PyObject *__pyx_f_6mtrand_discd_array(rk_state *__pyx_v_state,__pyx_t_6mtrand_rk_discd __pyx_v_func,PyObject *__pyx_v_size,PyArrayObject *__pyx_v_oa) {
1600
long *__pyx_v_array_data;
1601
double *__pyx_v_oa_data;
1461
1602
PyArrayObject *arrayObject;
1462
1603
npy_intp __pyx_v_length;
1463
1604
npy_intp __pyx_v_i;
1464
1605
PyArrayMultiIterObject *__pyx_v_multi;
1465
1606
PyArrayIterObject *__pyx_v_itera;
1466
int __pyx_v_scalar;
1467
1607
PyObject *__pyx_r;
1468
1608
int __pyx_1;
1469
1609
PyObject *__pyx_2 = 0;
1476
1616
__pyx_v_multi = ((PyArrayMultiIterObject *)Py_None); Py_INCREF(Py_None);
1477
1617
__pyx_v_itera = ((PyArrayIterObject *)Py_None); Py_INCREF(Py_None);
1478
1618
1479
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":410 */
1480
__pyx_v_scalar = 0;
1481
1482
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":411 */
1483
__pyx_1 = (__pyx_v_oa->nd == 0);
1484
if (__pyx_1) {
1485
1486
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":412 */
1487
__pyx_v_oa_data = ((double (*))__pyx_v_oa->data);
1488
1489
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":413 */
1490
__pyx_v_scalar = 1;
1491
goto __pyx_L2;
1492
}
1493
__pyx_L2:;
1494
1495
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":415 */
1619
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":437 */
1496
1620
__pyx_1 = __pyx_v_size == Py_None;
1497
1621
if (__pyx_1) {
1498
1622
1499
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":416 */
1500
__pyx_1 = __pyx_v_scalar;
1501
if (__pyx_1) {
1502
1503
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":417 */
1504
__pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 417; goto __pyx_L1;}
1505
__pyx_r = __pyx_2;
1506
__pyx_2 = 0;
1507
goto __pyx_L0;
1508
goto __pyx_L4;
1509
}
1510
/*else*/ {
1511
1512
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":419 */
1513
__pyx_2 = PyArray_SimpleNew(__pyx_v_oa->nd,__pyx_v_oa->dimensions,NPY_LONG); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 419; goto __pyx_L1;}
1514
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
1515
Py_DECREF(((PyObject *)arrayObject));
1516
arrayObject = ((PyArrayObject *)__pyx_2);
1517
Py_DECREF(__pyx_2); __pyx_2 = 0;
1518
1519
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":420 */
1520
__pyx_v_length = PyArray_SIZE(arrayObject);
1521
1522
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":421 */
1523
__pyx_v_array_data = ((long (*))arrayObject->data);
1524
1525
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":422 */
1526
__pyx_2 = PyArray_IterNew(((PyObject *)__pyx_v_oa)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 422; goto __pyx_L1;}
1527
Py_INCREF(((PyObject *)((PyArrayIterObject *)__pyx_2)));
1528
Py_DECREF(((PyObject *)__pyx_v_itera));
1529
__pyx_v_itera = ((PyArrayIterObject *)__pyx_2);
1530
Py_DECREF(__pyx_2); __pyx_2 = 0;
1531
1532
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":423 */
1533
for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
1534
1535
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":424 */
1536
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(((double (*))__pyx_v_itera->dataptr)[0]));
1537
1538
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":425 */
1539
PyArray_ITER_NEXT(__pyx_v_itera);
1540
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1541
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1542
__pyx_L6:;
1543
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1544
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1545
goto __pyx_L3;
1546
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1547
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1548
1549
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":427 */
1550
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 427; goto __pyx_L1;}
1551
__pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 427; goto __pyx_L1;}
1552
Py_DECREF(__pyx_2); __pyx_2 = 0;
1553
__pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 427; goto __pyx_L1;}
1554
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1555
Py_INCREF(__pyx_v_size);
1556
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_v_size);
1557
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_2);
1558
__pyx_2 = 0;
1559
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1560
Py_DECREF(__pyx_3); __pyx_3 = 0;
1561
Py_DECREF(__pyx_4); __pyx_4 = 0;
1623
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":438 */
1624
__pyx_2 = PyArray_SimpleNew(__pyx_v_oa->nd,__pyx_v_oa->dimensions,NPY_LONG); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 438; goto __pyx_L1;}
1562
1625
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
1563
1626
Py_DECREF(((PyObject *)arrayObject));
1564
1627
arrayObject = ((PyArrayObject *)__pyx_2);
1565
1628
Py_DECREF(__pyx_2); __pyx_2 = 0;
1566
1629
1567
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":428 */
1568
__pyx_v_array_data = ((long (*))arrayObject->data);
1569
1570
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":429 */
1571
__pyx_1 = __pyx_v_scalar;
1630
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":439 */
1631
__pyx_v_length = PyArray_SIZE(arrayObject);
1632
1633
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":440 */
1634
__pyx_v_array_data = ((long *)arrayObject->data);
1635
1636
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":441 */
1637
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1638
Py_INCREF(((PyObject *)((PyArrayIterObject *)__pyx_2)));
1639
Py_DECREF(((PyObject *)__pyx_v_itera));
1640
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1641
Py_DECREF(__pyx_2); __pyx_2 = 0;
1642
1643
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":442 */
1644
for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
1645
1646
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":443 */
1647
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(((double *)__pyx_v_itera->dataptr)[0]));
1648
1649
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":444 */
1650
PyArray_ITER_NEXT(__pyx_v_itera);
1651
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1652
goto __pyx_L2;
1653
}
1654
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1655
1656
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":446 */
1657
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1658
__pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 446; goto __pyx_L1;}
1659
Py_DECREF(__pyx_2); __pyx_2 = 0;
1660
__pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 446; goto __pyx_L1;}
1661
Py_INCREF(__pyx_v_size);
1662
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_size);
1663
Py_INCREF(((PyObject *)(&PyInt_Type)));
1664
PyTuple_SET_ITEM(__pyx_2, 1, ((PyObject *)(&PyInt_Type)));
1665
__pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 446; goto __pyx_L1;}
1666
Py_DECREF(__pyx_3); __pyx_3 = 0;
1667
Py_DECREF(__pyx_2); __pyx_2 = 0;
1668
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_4)));
1669
Py_DECREF(((PyObject *)arrayObject));
1670
arrayObject = ((PyArrayObject *)__pyx_4);
1671
Py_DECREF(__pyx_4); __pyx_4 = 0;
1672
1673
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":447 */
1674
__pyx_v_array_data = ((long *)arrayObject->data);
1675
1676
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":448 */
1677
__pyx_3 = PyArray_MultiIterNew(2,((void *)arrayObject),((void *)__pyx_v_oa)); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 448; goto __pyx_L1;}
1678
Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_3)));
1679
Py_DECREF(((PyObject *)__pyx_v_multi));
1680
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1681
Py_DECREF(__pyx_3); __pyx_3 = 0;
1682
1683
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":449 */
1684
__pyx_1 = (__pyx_v_multi->size != PyArray_SIZE(arrayObject));
1572
1685
if (__pyx_1) {
1573
1574
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":430 */
1575
__pyx_v_length = PyArray_SIZE(arrayObject);
1576
1577
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":431 */
1578
for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
1579
1580
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":432 */
1581
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]));
1582
__pyx_L8:;
1583
}
1584
__pyx_L9:;
1585
goto __pyx_L7;
1586
}
1587
/*else*/ {
1588
1589
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":434 */
1590
__pyx_3 = PyArray_MultiIterNew(2,((void (*))arrayObject),((void (*))__pyx_v_oa)); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 434; goto __pyx_L1;}
1591
Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_3)));
1592
Py_DECREF(((PyObject *)__pyx_v_multi));
1593
__pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_3);
1594
Py_DECREF(__pyx_3); __pyx_3 = 0;
1595
1596
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":435 */
1597
__pyx_1 = (__pyx_v_multi->size != PyArray_SIZE(arrayObject));
1598
if (__pyx_1) {
1599
1600
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":436 */
1601
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1602
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1603
Py_INCREF(__pyx_k65p);
1604
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k65p);
1605
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1606
Py_DECREF(__pyx_4); __pyx_4 = 0;
1607
Py_DECREF(__pyx_2); __pyx_2 = 0;
1608
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1609
Py_DECREF(__pyx_3); __pyx_3 = 0;
1610
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 436; goto __pyx_L1;}
1611
goto __pyx_L10;
1612
}
1613
__pyx_L10:;
1614
1615
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":437 */
1616
__pyx_5 = __pyx_v_multi->size;
1617
for (__pyx_v_i = 0; __pyx_v_i < __pyx_5; ++__pyx_v_i) {
1618
1619
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":438 */
1620
__pyx_v_oa_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
1621
1622
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":439 */
1623
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]));
1624
1625
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":440 */
1626
PyArray_MultiIter_NEXTi(__pyx_v_multi,1);
1627
__pyx_L11:;
1628
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1629
__pyx_L12:;
1630
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1631
__pyx_L7:;
1686
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1687
Py_INCREF(__pyx_k66p);
1688
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k66p);
1689
__pyx_4 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 450; goto __pyx_L1;}
1690
Py_DECREF(__pyx_2); __pyx_2 = 0;
1691
__Pyx_Raise(__pyx_4, 0, 0);
1692
Py_DECREF(__pyx_4); __pyx_4 = 0;
1693
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 450; goto __pyx_L1;}
1694
goto __pyx_L5;
1695
}
1696
__pyx_L5:;
1697
1698
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":451 */
1699
__pyx_5 = __pyx_v_multi->size;
1700
for (__pyx_v_i = 0; __pyx_v_i < __pyx_5; ++__pyx_v_i) {
1701
1702
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":452 */
1703
__pyx_v_oa_data = ((double *)PyArray_MultiIter_DATA(__pyx_v_multi,1));
1704
1705
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":453 */
1706
(__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]));
1707
1708
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":454 */
1709
PyArray_MultiIter_NEXTi(__pyx_v_multi,1);
1710
}
1632
1711
}
1633
__pyx_L3:;
1712
__pyx_L2:;
1634
1713
1635
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":441 */
1714
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":455 */
1636
1715
Py_INCREF(((PyObject *)arrayObject));
1637
1716
__pyx_r = ((PyObject *)arrayObject);
1638
1717
goto __pyx_L0;
1654
1733
return __pyx_r;
1655
1734
}
1656
1735
1657
static double __pyx_f_6mtrand_kahan_sum(double (*__pyx_v_darr),long __pyx_v_n) {
1736
static double __pyx_f_6mtrand_kahan_sum(double *__pyx_v_darr,long __pyx_v_n) {
1658
1737
double __pyx_v_c;
1659
1738
double __pyx_v_y;
1660
1739
double __pyx_v_t;
1662
1741
long __pyx_v_i;
1663
1742
double __pyx_r;
1664
1743
1665
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":446 */
1744
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":460 */
1666
1745
__pyx_v_sum = (__pyx_v_darr[0]);
1667
1746
1668
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":447 */
1747
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":461 */
1669
1748
__pyx_v_c = 0.0;
1670
1749
1671
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":448 */
1750
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":462 */
1672
1751
for (__pyx_v_i = 1; __pyx_v_i < __pyx_v_n; ++__pyx_v_i) {
1673
1752
1674
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":449 */
1753
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":463 */
1675
1754
__pyx_v_y = ((__pyx_v_darr[__pyx_v_i]) - __pyx_v_c);
1676
1755
1677
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":450 */
1756
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":464 */
1678
1757
__pyx_v_t = (__pyx_v_sum + __pyx_v_y);
1679
1758
1680
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":451 */
1759
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":465 */
1681
1760
__pyx_v_c = ((__pyx_v_t - __pyx_v_sum) - __pyx_v_y);
1682
1761
1683
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":452 */
1762
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":466 */
1684
1763
__pyx_v_sum = __pyx_v_t;
1685
__pyx_L2:;
1686
1764
}
1687
__pyx_L3:;
1688
1765
1689
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":453 */
1766
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":467 */
1690
1767
__pyx_r = __pyx_v_sum;
1691
1768
goto __pyx_L0;
1692
1769
1693
1770
__pyx_r = 0;
1694
goto __pyx_L0;
1695
__pyx_L1:;
1696
__Pyx_WriteUnraisable("mtrand.kahan_sum");
1697
1771
__pyx_L0:;
1698
1772
return __pyx_r;
1699
1773
}
1711
1785
Py_INCREF(__pyx_v_self);
1712
1786
Py_INCREF(__pyx_v_seed);
1713
1787
1714
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":476 */
1715
((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state = ((rk_state (*))PyMem_Malloc((sizeof(rk_state ))));
1788
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":490 */
1789
((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state = ((rk_state *)PyMem_Malloc((sizeof(rk_state))));
1716
1790
1717
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":478 */
1718
__pyx_1 = PyObject_GetAttr(__pyx_v_self, __pyx_n_seed); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 478; goto __pyx_L1;}
1719
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 478; goto __pyx_L1;}
1791
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":492 */
1792
__pyx_1 = PyObject_GetAttr(__pyx_v_self, __pyx_n_seed); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 492; goto __pyx_L1;}
1793
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 492; goto __pyx_L1;}
1720
1794
Py_INCREF(__pyx_v_seed);
1721
1795
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_seed);
1722
__pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 478; goto __pyx_L1;}
1796
__pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 492; goto __pyx_L1;}
1723
1797
Py_DECREF(__pyx_1); __pyx_1 = 0;
1724
1798
Py_DECREF(__pyx_2); __pyx_2 = 0;
1725
1799
Py_DECREF(__pyx_3); __pyx_3 = 0;
1742
1816
static void __pyx_f_6mtrand_11RandomState___dealloc__(PyObject *__pyx_v_self) {
1743
1817
int __pyx_1;
1744
1818
Py_INCREF(__pyx_v_self);
1745
1746
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":481 */
1747
__pyx_1 = (((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state != 0);
1819
__pyx_1 = (((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state != NULL);
1748
1820
if (__pyx_1) {
1749
1821
1750
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":482 */
1822
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":496 */
1751
1823
PyMem_Free(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state);
1752
1824
1753
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":483 */
1754
((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state = 0;
1825
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":497 */
1826
((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state = NULL;
1755
1827
goto __pyx_L2;
1756
1828
}
1757
1829
__pyx_L2:;
1758
1830
1759
goto __pyx_L0;
1760
__pyx_L1:;
1761
__Pyx_AddTraceback("mtrand.RandomState.__dealloc__");
1762
__pyx_L0:;
1763
1831
Py_DECREF(__pyx_v_self);
1764
1832
}
1765
1833
1766
static PyObject *__pyx_n_type;
1834
static PyObject *__pyx_n_integer;
1767
1835
1768
1836
static PyObject *__pyx_f_6mtrand_11RandomState_seed(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
1769
1837
static char __pyx_doc_6mtrand_11RandomState_seed[] = "Seed the generator.\n\n seed(seed=None)\n\n seed can be an integer, an array (or other sequence) of integers of any\n length, or None. If seed is None, then RandomState will try to read data\n from /dev/urandom (or the Windows analogue) if available or seed from\n the clock otherwise.\n ";
1771
1839
PyObject *__pyx_v_seed = 0;
1772
1840
rk_error __pyx_v_errcode;
1773
1841
PyArrayObject *arrayObject_obj;
1842
PyObject *__pyx_v_iseed;
1774
1843
PyObject *__pyx_r;
1775
1844
int __pyx_1;
1776
1845
PyObject *__pyx_2 = 0;
1777
1846
PyObject *__pyx_3 = 0;
1778
PyObject *__pyx_4 = 0;
1779
unsigned long __pyx_5;
1847
unsigned long __pyx_4;
1780
1848
static char *__pyx_argnames[] = {"seed",0};
1781
1849
__pyx_v_seed = __pyx_k3;
1782
1850
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "|O", __pyx_argnames, &__pyx_v_seed)) return 0;
1783
1851
Py_INCREF(__pyx_v_self);
1784
1852
Py_INCREF(__pyx_v_seed);
1785
1853
arrayObject_obj = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
1854
__pyx_v_iseed = Py_None; Py_INCREF(Py_None);
1786
1855
1787
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":497 */
1856
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":511 */
1788
1857
__pyx_1 = __pyx_v_seed == Py_None;
1789
1858
if (__pyx_1) {
1790
1791
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":498 */
1792
1859
__pyx_v_errcode = rk_randomseed(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state);
1793
1860
goto __pyx_L2;
1794
1861
}
1795
__pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_type); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 499; goto __pyx_L1;}
1796
__pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 499; goto __pyx_L1;}
1862
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 513; goto __pyx_L1;}
1797
1863
Py_INCREF(__pyx_v_seed);
1798
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_v_seed);
1799
__pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 499; goto __pyx_L1;}
1800
Py_DECREF(__pyx_2); __pyx_2 = 0;
1801
Py_DECREF(__pyx_3); __pyx_3 = 0;
1802
__pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 499; goto __pyx_L1;}
1803
__pyx_1 = __pyx_4 == __pyx_2;
1804
Py_DECREF(__pyx_4); __pyx_4 = 0;
1805
Py_DECREF(__pyx_2); __pyx_2 = 0;
1806
if (__pyx_1) {
1807
1808
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":500 */
1809
__pyx_5 = PyInt_AsUnsignedLongMask(__pyx_v_seed); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 500; goto __pyx_L1;}
1810
rk_seed(__pyx_5,((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state);
1864
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_seed);
1865
__pyx_3 = PyObject_CallObject(((PyObject *)(&PyType_Type)), __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 513; goto __pyx_L1;}
1866
Py_DECREF(__pyx_2); __pyx_2 = 0;
1867
__pyx_1 = __pyx_3 == ((PyObject *)(&PyInt_Type));
1868
Py_DECREF(__pyx_3); __pyx_3 = 0;
1869
if (__pyx_1) {
1870
__pyx_4 = PyInt_AsUnsignedLongMask(__pyx_v_seed); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 514; goto __pyx_L1;}
1871
rk_seed(__pyx_4,((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state);
1872
goto __pyx_L2;
1873
}
1874
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 515; goto __pyx_L1;}
1875
__pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_integer); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 515; goto __pyx_L1;}
1876
Py_DECREF(__pyx_2); __pyx_2 = 0;
1877
__pyx_1 = PyObject_IsInstance(__pyx_v_seed,__pyx_3); if (__pyx_1 == -1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 515; goto __pyx_L1;}
1878
Py_DECREF(__pyx_3); __pyx_3 = 0;
1879
if (__pyx_1) {
1880
1881
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":516 */
1882
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 516; goto __pyx_L1;}
1883
Py_INCREF(__pyx_v_seed);
1884
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_seed);
1885
__pyx_3 = PyObject_CallObject(((PyObject *)(&PyInt_Type)), __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 516; goto __pyx_L1;}
1886
Py_DECREF(__pyx_2); __pyx_2 = 0;
1887
Py_DECREF(__pyx_v_iseed);
1888
__pyx_v_iseed = __pyx_3;
1889
__pyx_3 = 0;
1890
1891
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":517 */
1892
__pyx_4 = PyInt_AsUnsignedLongMask(__pyx_v_iseed); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 517; goto __pyx_L1;}
1893
rk_seed(__pyx_4,((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state);
1811
1894
goto __pyx_L2;
1812
1895
}
1813
1896
/*else*/ {
1814
1897
1815
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":502 */
1816
__pyx_3 = PyArray_ContiguousFromObject(__pyx_v_seed,NPY_LONG,1,1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 502; goto __pyx_L1;}
1817
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
1898
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":519 */
1899
__pyx_2 = PyArray_ContiguousFromObject(__pyx_v_seed,NPY_LONG,1,1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 519; goto __pyx_L1;}
1900
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
1818
1901
Py_DECREF(((PyObject *)arrayObject_obj));
1819
arrayObject_obj = ((PyArrayObject *)__pyx_3);
1820
Py_DECREF(__pyx_3); __pyx_3 = 0;
1902
arrayObject_obj = ((PyArrayObject *)__pyx_2);
1903
Py_DECREF(__pyx_2); __pyx_2 = 0;
1821
1904
1822
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":503 */
1823
init_by_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,((unsigned long (*))arrayObject_obj->data),(arrayObject_obj->dimensions[0]));
1905
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":520 */
1906
init_by_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,((unsigned long *)arrayObject_obj->data),(arrayObject_obj->dimensions[0]));
1824
1907
}
1825
1908
__pyx_L2:;
1826
1909
1829
1912
__pyx_L1:;
1830
1913
Py_XDECREF(__pyx_2);
1831
1914
Py_XDECREF(__pyx_3);
1832
Py_XDECREF(__pyx_4);
1833
1915
__Pyx_AddTraceback("mtrand.RandomState.seed");
1834
1916
__pyx_r = 0;
1835
1917
__pyx_L0:;
1836
1918
Py_DECREF(arrayObject_obj);
1919
Py_DECREF(__pyx_v_iseed);
1837
1920
Py_DECREF(__pyx_v_self);
1838
1921
Py_DECREF(__pyx_v_seed);
1839
1922
return __pyx_r;
1840
1923
}
1841
1924
1925
static PyObject *__pyx_n_uint;
1926
static PyObject *__pyx_n_asarray;
1927
static PyObject *__pyx_n_uint32;
1842
1928
static PyObject *__pyx_n_MT19937;
1843
1929
1844
1930
1845
1931
static PyObject *__pyx_f_6mtrand_11RandomState_get_state(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
1846
static char __pyx_doc_6mtrand_11RandomState_get_state[] = "Return a tuple representing the internal state of the generator.\n\n get_state() -> (\'MT19937\', int key[624], int pos)\n ";
1932
static char __pyx_doc_6mtrand_11RandomState_get_state[] = "Return a tuple representing the internal state of the generator.\n\n get_state() -> (\'MT19937\', int key[624], int pos, int has_gauss, float cached_gaussian)\n ";
1847
1933
static PyObject *__pyx_f_6mtrand_11RandomState_get_state(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
1848
1934
PyArrayObject *arrayObject_state;
1849
1935
PyObject *__pyx_r;
1856
1942
Py_INCREF(__pyx_v_self);
1857
1943
arrayObject_state = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
1858
1944
1859
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":512 */
1860
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 512; goto __pyx_L1;}
1861
__pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_empty); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 512; goto __pyx_L1;}
1945
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":529 */
1946
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 529; goto __pyx_L1;}
1947
__pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_empty); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 529; goto __pyx_L1;}
1862
1948
Py_DECREF(__pyx_1); __pyx_1 = 0;
1863
__pyx_1 = PyInt_FromLong(624); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 512; goto __pyx_L1;}
1864
__pyx_3 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 512; goto __pyx_L1;}
1865
__pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 512; goto __pyx_L1;}
1866
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_1);
1867
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_3);
1949
__pyx_1 = PyInt_FromLong(624); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 529; goto __pyx_L1;}
1950
__pyx_3 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 529; goto __pyx_L1;}
1951
__pyx_4 = PyObject_GetAttr(__pyx_3, __pyx_n_uint); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 529; goto __pyx_L1;}
1952
Py_DECREF(__pyx_3); __pyx_3 = 0;
1953
__pyx_3 = PyTuple_New(2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 529; goto __pyx_L1;}
1954
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_1);
1955
PyTuple_SET_ITEM(__pyx_3, 1, __pyx_4);
1868
1956
__pyx_1 = 0;
1869
__pyx_3 = 0;
1870
__pyx_1 = PyObject_CallObject(__pyx_2, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 512; goto __pyx_L1;}
1957
__pyx_4 = 0;
1958
__pyx_1 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 529; goto __pyx_L1;}
1871
1959
Py_DECREF(__pyx_2); __pyx_2 = 0;
1872
Py_DECREF(__pyx_4); __pyx_4 = 0;
1960
Py_DECREF(__pyx_3); __pyx_3 = 0;
1873
1961
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
1874
1962
Py_DECREF(((PyObject *)arrayObject_state));
1875
1963
arrayObject_state = ((PyArrayObject *)__pyx_1);
1876
1964
Py_DECREF(__pyx_1); __pyx_1 = 0;
1877
1965
1878
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":513 */
1879
memcpy(((void (*))arrayObject_state->data),((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state->key,(624 * (sizeof(long ))));
1880
1881
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":514 */
1882
__pyx_3 = PyInt_FromLong(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state->pos); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 514; goto __pyx_L1;}
1883
__pyx_2 = PyTuple_New(3); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 514; goto __pyx_L1;}
1966
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":530 */
1967
memcpy(arrayObject_state->data,((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state->key,(624 * (sizeof(long))));
1968
1969
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":531 */
1970
__pyx_4 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 531; goto __pyx_L1;}
1971
__pyx_2 = PyObject_GetAttr(__pyx_4, __pyx_n_asarray); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 531; goto __pyx_L1;}
1972
Py_DECREF(__pyx_4); __pyx_4 = 0;
1973
__pyx_3 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 531; goto __pyx_L1;}
1974
__pyx_1 = PyObject_GetAttr(__pyx_3, __pyx_n_uint32); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 531; goto __pyx_L1;}
1975
Py_DECREF(__pyx_3); __pyx_3 = 0;
1976
__pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 531; goto __pyx_L1;}
1977
Py_INCREF(((PyObject *)arrayObject_state));
1978
PyTuple_SET_ITEM(__pyx_4, 0, ((PyObject *)arrayObject_state));
1979
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_1);
1980
__pyx_1 = 0;
1981
__pyx_3 = PyObject_CallObject(__pyx_2, __pyx_4); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 531; goto __pyx_L1;}
1982
Py_DECREF(__pyx_2); __pyx_2 = 0;
1983
Py_DECREF(__pyx_4); __pyx_4 = 0;
1984
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
1985
Py_DECREF(((PyObject *)arrayObject_state));
1986
arrayObject_state = ((PyArrayObject *)__pyx_3);
1987
Py_DECREF(__pyx_3); __pyx_3 = 0;
1988
1989
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":532 */
1990
__pyx_1 = PyInt_FromLong(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state->pos); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 532; goto __pyx_L1;}
1991
__pyx_2 = PyInt_FromLong(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state->has_gauss); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 533; goto __pyx_L1;}
1992
__pyx_4 = PyFloat_FromDouble(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state->gauss); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 533; goto __pyx_L1;}
1993
__pyx_3 = PyTuple_New(5); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 532; goto __pyx_L1;}
1884
1994
Py_INCREF(__pyx_n_MT19937);
1885
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_n_MT19937);
1995
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_n_MT19937);
1886
1996
Py_INCREF(((PyObject *)arrayObject_state));
1887
PyTuple_SET_ITEM(__pyx_2, 1, ((PyObject *)arrayObject_state));
1888
PyTuple_SET_ITEM(__pyx_2, 2, __pyx_3);
1997
PyTuple_SET_ITEM(__pyx_3, 1, ((PyObject *)arrayObject_state));
1998
PyTuple_SET_ITEM(__pyx_3, 2, __pyx_1);
1999
PyTuple_SET_ITEM(__pyx_3, 3, __pyx_2);
2000
PyTuple_SET_ITEM(__pyx_3, 4, __pyx_4);
2001
__pyx_1 = 0;
2002
__pyx_2 = 0;
2003
__pyx_4 = 0;
2004
__pyx_r = __pyx_3;
1889
2005
__pyx_3 = 0;
1890
__pyx_r = __pyx_2;
1891
__pyx_2 = 0;
1892
2006
goto __pyx_L0;
1893
2007
1894
2008
__pyx_r = Py_None; Py_INCREF(Py_None);
1906
2020
return __pyx_r;
1907
2021
}
1908
2022
1909
static PyObject *__pyx_k68p;
1910
2023
static PyObject *__pyx_k69p;
2024
static PyObject *__pyx_k70p;
1911
2025
1912
static char (__pyx_k68[]) = "algorithm must be 'MT19937'";
1913
static char (__pyx_k69[]) = "state must be 624 longs";
2026
static char __pyx_k69[] = "algorithm must be 'MT19937'";
2027
static char __pyx_k70[] = "state must be 624 longs";
1914
2028
1915
2029
static PyObject *__pyx_f_6mtrand_11RandomState_set_state(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
1916
static char __pyx_doc_6mtrand_11RandomState_set_state[] = "Set the state from a tuple.\n \n state = (\'MT19937\', int key[624], int pos)\n \n set_state(state)\n ";
2030
static char __pyx_doc_6mtrand_11RandomState_set_state[] = "Set the state from a tuple.\n\n state = (\'MT19937\', int key[624], int pos, int has_gauss, float cached_gaussian)\n\n For backwards compatibility, the following form is also accepted\n although it is missing some information about the cached Gaussian value.\n\n state = (\'MT19937\', int key[624], int pos)\n\n set_state(state)\n ";
1917
2031
static PyObject *__pyx_f_6mtrand_11RandomState_set_state(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
1918
2032
PyObject *__pyx_v_state = 0;
1919
2033
PyArrayObject *arrayObject_obj;
1920
2034
int __pyx_v_pos;
1921
2035
PyObject *__pyx_v_algorithm_name;
1922
2036
PyObject *__pyx_v_key;
2037
PyObject *__pyx_v_has_gauss;
2038
PyObject *__pyx_v_cached_gaussian;
1923
2039
PyObject *__pyx_r;
1924
2040
PyObject *__pyx_1 = 0;
1925
PyObject *__pyx_2 = 0;
1926
int __pyx_3;
1927
PyObject *__pyx_4 = 0;
2041
int __pyx_2;
2042
PyObject *__pyx_3 = 0;
2043
Py_ssize_t __pyx_4;
2044
PyObject *__pyx_5 = 0;
2045
PyObject *__pyx_6 = 0;
2046
double __pyx_7;
1928
2047
static char *__pyx_argnames[] = {"state",0};
1929
2048
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "O", __pyx_argnames, &__pyx_v_state)) return 0;
1930
2049
Py_INCREF(__pyx_v_self);
1932
2051
arrayObject_obj = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
1933
2052
__pyx_v_algorithm_name = Py_None; Py_INCREF(Py_None);
1934
2053
__pyx_v_key = Py_None; Py_INCREF(Py_None);
2054
__pyx_v_has_gauss = Py_None; Py_INCREF(Py_None);
2055
__pyx_v_cached_gaussian = Py_None; Py_INCREF(Py_None);
1935
2056
1936
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":525 */
1937
__pyx_1 = PyInt_FromLong(0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 525; goto __pyx_L1;}
1938
__pyx_2 = PyObject_GetItem(__pyx_v_state, __pyx_1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 525; goto __pyx_L1;}
1939
Py_DECREF(__pyx_1); __pyx_1 = 0;
2057
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":549 */
2058
__pyx_1 = __Pyx_GetItemInt(__pyx_v_state, 0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 549; goto __pyx_L1;}
1940
2059
Py_DECREF(__pyx_v_algorithm_name);
1941
__pyx_v_algorithm_name = __pyx_2;
1942
__pyx_2 = 0;
1943
1944
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":526 */
1945
if (PyObject_Cmp(__pyx_v_algorithm_name, __pyx_n_MT19937, &__pyx_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 526; goto __pyx_L1;}
1946
__pyx_3 = __pyx_3 != 0;
1947
if (__pyx_3) {
1948
1949
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":527 */
1950
__pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 527; goto __pyx_L1;}
1951
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 527; goto __pyx_L1;}
1952
Py_INCREF(__pyx_k68p);
1953
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k68p);
1954
__pyx_4 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 527; goto __pyx_L1;}
1955
Py_DECREF(__pyx_1); __pyx_1 = 0;
1956
Py_DECREF(__pyx_2); __pyx_2 = 0;
1957
__Pyx_Raise(__pyx_4, 0, 0);
1958
Py_DECREF(__pyx_4); __pyx_4 = 0;
1959
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 527; goto __pyx_L1;}
1960
goto __pyx_L2;
1961
}
1962
__pyx_L2:;
1963
1964
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":528 */
1965
__pyx_1 = PySequence_GetSlice(__pyx_v_state, 1, 0x7fffffff); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 528; goto __pyx_L1;}
1966
__pyx_2 = __Pyx_UnpackItem(__pyx_1, 0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 528; goto __pyx_L1;}
1967
Py_DECREF(__pyx_v_key);
1968
__pyx_v_key = __pyx_2;
1969
__pyx_2 = 0;
1970
__pyx_4 = __Pyx_UnpackItem(__pyx_1, 1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 528; goto __pyx_L1;}
1971
__pyx_3 = PyInt_AsLong(__pyx_4); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 528; goto __pyx_L1;}
1972
Py_DECREF(__pyx_4); __pyx_4 = 0;
1973
__pyx_v_pos = __pyx_3;
1974
if (__Pyx_EndUnpack(__pyx_1, 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 528; goto __pyx_L1;}
1975
Py_DECREF(__pyx_1); __pyx_1 = 0;
1976
1977
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":529 */
1978
__pyx_4 = PyArray_ContiguousFromObject(__pyx_v_key,NPY_LONG,1,1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 529; goto __pyx_L1;}
1979
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_4)));
1980
Py_DECREF(((PyObject *)arrayObject_obj));
1981
arrayObject_obj = ((PyArrayObject *)__pyx_4);
1982
Py_DECREF(__pyx_4); __pyx_4 = 0;
1983
1984
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":530 */
1985
__pyx_3 = ((arrayObject_obj->dimensions[0]) != 624);
1986
if (__pyx_3) {
1987
1988
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":531 */
1989
__pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 531; goto __pyx_L1;}
1990
__pyx_1 = PyTuple_New(1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 531; goto __pyx_L1;}
2060
__pyx_v_algorithm_name = __pyx_1;
2061
__pyx_1 = 0;
2062
2063
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":550 */
2064
if (PyObject_Cmp(__pyx_v_algorithm_name, __pyx_n_MT19937, &__pyx_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 550; goto __pyx_L1;}
2065
__pyx_2 = __pyx_2 != 0;
2066
if (__pyx_2) {
2067
__pyx_1 = PyTuple_New(1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 551; goto __pyx_L1;}
1991
2068
Py_INCREF(__pyx_k69p);
1992
2069
PyTuple_SET_ITEM(__pyx_1, 0, __pyx_k69p);
1993
__pyx_4 = PyObject_CallObject(__pyx_2, __pyx_1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 531; goto __pyx_L1;}
1994
Py_DECREF(__pyx_2); __pyx_2 = 0;
2070
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 551; goto __pyx_L1;}
1995
2071
Py_DECREF(__pyx_1); __pyx_1 = 0;
1996
__Pyx_Raise(__pyx_4, 0, 0);
1997
Py_DECREF(__pyx_4); __pyx_4 = 0;
1998
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 531; goto __pyx_L1;}
2072
__Pyx_Raise(__pyx_3, 0, 0);
2073
Py_DECREF(__pyx_3); __pyx_3 = 0;
2074
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 551; goto __pyx_L1;}
2075
goto __pyx_L2;
2076
}
2077
__pyx_L2:;
2078
2079
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":552 */
2080
__pyx_1 = PySequence_GetSlice(__pyx_v_state, 1, 3); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 552; goto __pyx_L1;}
2081
__pyx_3 = PyObject_GetIter(__pyx_1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 552; goto __pyx_L1;}
2082
Py_DECREF(__pyx_1); __pyx_1 = 0;
2083
__pyx_1 = __Pyx_UnpackItem(__pyx_3); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 552; goto __pyx_L1;}
2084
Py_DECREF(__pyx_v_key);
2085
__pyx_v_key = __pyx_1;
2086
__pyx_1 = 0;
2087
__pyx_1 = __Pyx_UnpackItem(__pyx_3); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 552; goto __pyx_L1;}
2088
__pyx_2 = PyInt_AsLong(__pyx_1); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 552; goto __pyx_L1;}
2089
Py_DECREF(__pyx_1); __pyx_1 = 0;
2090
__pyx_v_pos = __pyx_2;
2091
if (__Pyx_EndUnpack(__pyx_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 552; goto __pyx_L1;}
2092
Py_DECREF(__pyx_3); __pyx_3 = 0;
2093
2094
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":553 */
2095
__pyx_4 = PyObject_Length(__pyx_v_state); if (__pyx_4 == -1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 553; goto __pyx_L1;}
2096
__pyx_2 = (__pyx_4 == 3);
2097
if (__pyx_2) {
2098
2099
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":554 */
2100
__pyx_1 = PyInt_FromLong(0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 554; goto __pyx_L1;}
2101
Py_DECREF(__pyx_v_has_gauss);
2102
__pyx_v_has_gauss = __pyx_1;
2103
__pyx_1 = 0;
2104
2105
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":555 */
2106
__pyx_3 = PyFloat_FromDouble(0.0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 555; goto __pyx_L1;}
2107
Py_DECREF(__pyx_v_cached_gaussian);
2108
__pyx_v_cached_gaussian = __pyx_3;
2109
__pyx_3 = 0;
1999
2110
goto __pyx_L3;
2000
2111
}
2112
/*else*/ {
2113
__pyx_1 = PySequence_GetSlice(__pyx_v_state, 3, 5); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 557; goto __pyx_L1;}
2114
__pyx_3 = PyObject_GetIter(__pyx_1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 557; goto __pyx_L1;}
2115
Py_DECREF(__pyx_1); __pyx_1 = 0;
2116
__pyx_1 = __Pyx_UnpackItem(__pyx_3); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 557; goto __pyx_L1;}
2117
Py_DECREF(__pyx_v_has_gauss);
2118
__pyx_v_has_gauss = __pyx_1;
2119
__pyx_1 = 0;
2120
__pyx_1 = __Pyx_UnpackItem(__pyx_3); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 557; goto __pyx_L1;}
2121
Py_DECREF(__pyx_v_cached_gaussian);
2122
__pyx_v_cached_gaussian = __pyx_1;
2123
__pyx_1 = 0;
2124
if (__Pyx_EndUnpack(__pyx_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 557; goto __pyx_L1;}
2125
Py_DECREF(__pyx_3); __pyx_3 = 0;
2126
}
2001
2127
__pyx_L3:;
2002
2128
2003
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":532 */
2004
memcpy(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state->key,((void (*))arrayObject_obj->data),(624 * (sizeof(long ))));
2005
2006
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":533 */
2129
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":558 */
2130
/*try:*/ {
2131
__pyx_1 = PyArray_ContiguousFromObject(__pyx_v_key,NPY_ULONG,1,1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 559; goto __pyx_L4;}
2132
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
2133
Py_DECREF(((PyObject *)arrayObject_obj));
2134
arrayObject_obj = ((PyArrayObject *)__pyx_1);
2135
Py_DECREF(__pyx_1); __pyx_1 = 0;
2136
}
2137
goto __pyx_L5;
2138
__pyx_L4:;
2139
Py_XDECREF(__pyx_3); __pyx_3 = 0;
2140
Py_XDECREF(__pyx_1); __pyx_1 = 0;
2141
2142
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":560 */
2143
__pyx_2 = PyErr_ExceptionMatches(PyExc_TypeError);
2144
if (__pyx_2) {
2145
__Pyx_AddTraceback("mtrand.set_state");
2146
if (__Pyx_GetException(&__pyx_3, &__pyx_1, &__pyx_5) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 560; goto __pyx_L1;}
2147
__pyx_6 = PyArray_ContiguousFromObject(__pyx_v_key,NPY_LONG,1,1); if (!__pyx_6) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 562; goto __pyx_L1;}
2148
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_6)));
2149
Py_DECREF(((PyObject *)arrayObject_obj));
2150
arrayObject_obj = ((PyArrayObject *)__pyx_6);
2151
Py_DECREF(__pyx_6); __pyx_6 = 0;
2152
Py_DECREF(__pyx_3); __pyx_3 = 0;
2153
Py_DECREF(__pyx_1); __pyx_1 = 0;
2154
Py_DECREF(__pyx_5); __pyx_5 = 0;
2155
goto __pyx_L5;
2156
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2157
goto __pyx_L1;
2158
__pyx_L5:;
2159
2160
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":563 */
2161
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2162
if (__pyx_2) {
2163
__pyx_6 = PyTuple_New(1); if (!__pyx_6) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 564; goto __pyx_L1;}
2164
Py_INCREF(__pyx_k70p);
2165
PyTuple_SET_ITEM(__pyx_6, 0, __pyx_k70p);
2166
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_6); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 564; goto __pyx_L1;}
2167
Py_DECREF(__pyx_6); __pyx_6 = 0;
2168
__Pyx_Raise(__pyx_3, 0, 0);
2169
Py_DECREF(__pyx_3); __pyx_3 = 0;
2170
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 564; goto __pyx_L1;}
2171
goto __pyx_L6;
2172
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2173
__pyx_L6:;
2174
2175
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":565 */
2176
memcpy(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state->key,arrayObject_obj->data,(624 * (sizeof(long))));
2177
2178
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":566 */
2007
2179
((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state->pos = __pyx_v_pos;
2008
2180
2181
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":567 */
2182
__pyx_2 = PyInt_AsLong(__pyx_v_has_gauss); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 567; goto __pyx_L1;}
2183
((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state->has_gauss = __pyx_2;
2184
2185
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":568 */
2186
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2187
((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state->gauss = __pyx_7;
2188
2009
2189
__pyx_r = Py_None; Py_INCREF(Py_None);
2010
2190
goto __pyx_L0;
2011
2191
__pyx_L1:;
2012
2192
Py_XDECREF(__pyx_1);
2013
Py_XDECREF(__pyx_2);
2014
Py_XDECREF(__pyx_4);
2193
Py_XDECREF(__pyx_3);
2194
Py_XDECREF(__pyx_5);
2195
Py_XDECREF(__pyx_6);
2015
2196
__Pyx_AddTraceback("mtrand.RandomState.set_state");
2016
2197
__pyx_r = 0;
2017
2198
__pyx_L0:;
2018
2199
Py_DECREF(arrayObject_obj);
2019
2200
Py_DECREF(__pyx_v_algorithm_name);
2020
2201
Py_DECREF(__pyx_v_key);
2202
Py_DECREF(__pyx_v_has_gauss);
2203
Py_DECREF(__pyx_v_cached_gaussian);
2021
2204
Py_DECREF(__pyx_v_self);
2022
2205
Py_DECREF(__pyx_v_state);
2023
2206
return __pyx_r;
2028
2211
PyObject *__pyx_r;
2029
2212
PyObject *__pyx_1 = 0;
2030
2213
PyObject *__pyx_2 = 0;
2031
PyObject *__pyx_3 = 0;
2032
2214
static char *__pyx_argnames[] = {0};
2033
2215
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "", __pyx_argnames)) return 0;
2034
2216
Py_INCREF(__pyx_v_self);
2035
2036
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":537 */
2037
__pyx_1 = PyObject_GetAttr(__pyx_v_self, __pyx_n_get_state); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 537; goto __pyx_L1;}
2038
__pyx_2 = PyTuple_New(0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 537; goto __pyx_L1;}
2039
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2217
__pyx_1 = PyObject_GetAttr(__pyx_v_self, __pyx_n_get_state); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 572; goto __pyx_L1;}
2218
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2040
2219
Py_DECREF(__pyx_1); __pyx_1 = 0;
2041
Py_DECREF(__pyx_2); __pyx_2 = 0;
2042
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2043
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2220
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2221
__pyx_2 = 0;
2044
2222
goto __pyx_L0;
2045
2223
2046
2224
__pyx_r = Py_None; Py_INCREF(Py_None);
2048
2226
__pyx_L1:;
2049
2227
Py_XDECREF(__pyx_1);
2050
2228
Py_XDECREF(__pyx_2);
2051
Py_XDECREF(__pyx_3);
2052
2229
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2053
2230
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2054
2231
__pyx_L0:;
2067
2244
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "O", __pyx_argnames, &__pyx_v_state)) return 0;
2068
2245
Py_INCREF(__pyx_v_self);
2069
2246
Py_INCREF(__pyx_v_state);
2070
2071
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":540 */
2072
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2073
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 540; goto __pyx_L1;}
2247
__pyx_1 = PyObject_GetAttr(__pyx_v_self, __pyx_n_set_state); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 575; goto __pyx_L1;}
2248
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2074
2249
Py_INCREF(__pyx_v_state);
2075
2250
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_state);
2076
__pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 540; goto __pyx_L1;}
2251
__pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 575; goto __pyx_L1;}
2077
2252
Py_DECREF(__pyx_1); __pyx_1 = 0;
2078
2253
Py_DECREF(__pyx_2); __pyx_2 = 0;
2079
2254
Py_DECREF(__pyx_3); __pyx_3 = 0;
2102
2277
PyObject *__pyx_2 = 0;
2103
2278
PyObject *__pyx_3 = 0;
2104
2279
PyObject *__pyx_4 = 0;
2105
PyObject *__pyx_5 = 0;
2106
2280
static char *__pyx_argnames[] = {0};
2107
2281
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "", __pyx_argnames)) return 0;
2108
2282
Py_INCREF(__pyx_v_self);
2109
2110
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":543 */
2111
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2112
__pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_random); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 543; goto __pyx_L1;}
2283
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 578; goto __pyx_L1;}
2284
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2113
2285
Py_DECREF(__pyx_1); __pyx_1 = 0;
2114
__pyx_1 = PyObject_GetAttr(__pyx_2, __pyx_n___RandomState_ctor); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 543; goto __pyx_L1;}
2286
__pyx_1 = PyObject_GetAttr(__pyx_2, __pyx_n___RandomState_ctor); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 578; goto __pyx_L1;}
2115
2287
Py_DECREF(__pyx_2); __pyx_2 = 0;
2116
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2117
__pyx_3 = PyObject_GetAttr(__pyx_v_self, __pyx_n_get_state); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 543; goto __pyx_L1;}
2118
__pyx_4 = PyTuple_New(0); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 543; goto __pyx_L1;}
2119
__pyx_5 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 543; goto __pyx_L1;}
2288
__pyx_2 = PyTuple_New(0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 578; goto __pyx_L1;}
2289
__pyx_3 = PyObject_GetAttr(__pyx_v_self, __pyx_n_get_state); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 578; goto __pyx_L1;}
2290
__pyx_4 = PyObject_CallObject(__pyx_3, 0); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 578; goto __pyx_L1;}
2120
2291
Py_DECREF(__pyx_3); __pyx_3 = 0;
2121
Py_DECREF(__pyx_4); __pyx_4 = 0;
2122
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2292
__pyx_3 = PyTuple_New(3); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 578; goto __pyx_L1;}
2123
2293
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_1);
2124
2294
PyTuple_SET_ITEM(__pyx_3, 1, __pyx_2);
2125
PyTuple_SET_ITEM(__pyx_3, 2, __pyx_5);
2295
PyTuple_SET_ITEM(__pyx_3, 2, __pyx_4);
2126
2296
__pyx_1 = 0;
2127
2297
__pyx_2 = 0;
2128
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2298
__pyx_4 = 0;
2129
2299
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2130
2300
__pyx_3 = 0;
2131
2301
goto __pyx_L0;
2137
2307
Py_XDECREF(__pyx_2);
2138
2308
Py_XDECREF(__pyx_3);
2139
2309
Py_XDECREF(__pyx_4);
2140
Py_XDECREF(__pyx_5);
2141
2310
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2142
2311
__pyx_r = 0;
2143
2312
__pyx_L0:;
2156
2325
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "|O", __pyx_argnames, &__pyx_v_size)) return 0;
2157
2326
Py_INCREF(__pyx_v_self);
2158
2327
Py_INCREF(__pyx_v_size);
2159
2160
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":551 */
2161
__pyx_1 = __pyx_f_6mtrand_cont0_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_double,__pyx_v_size); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 551; goto __pyx_L1;}
2328
__pyx_1 = __pyx_f_6mtrand_cont0_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_double,__pyx_v_size); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 586; goto __pyx_L1;}
2162
2329
__pyx_r = __pyx_1;
2163
2330
__pyx_1 = 0;
2164
2331
goto __pyx_L0;
2186
2353
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "|O", __pyx_argnames, &__pyx_v_size)) return 0;
2187
2354
Py_INCREF(__pyx_v_self);
2188
2355
Py_INCREF(__pyx_v_size);
2189
2190
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":558 */
2191
__pyx_1 = __pyx_f_6mtrand_disc0_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_long,__pyx_v_size); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 558; goto __pyx_L1;}
2356
__pyx_1 = __pyx_f_6mtrand_disc0_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_long,__pyx_v_size); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 593; goto __pyx_L1;}
2192
2357
__pyx_r = __pyx_1;
2193
2358
__pyx_1 = 0;
2194
2359
goto __pyx_L0;
2205
2370
return __pyx_r;
2206
2371
}
2207
2372
2208
static PyObject *__pyx_k70p;
2373
static PyObject *__pyx_k71p;
2209
2374
2210
static char (__pyx_k70[]) = "low >= high";
2375
static char __pyx_k71[] = "low >= high";
2211
2376
2212
2377
static PyObject *__pyx_f_6mtrand_11RandomState_randint(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
2213
2378
static char __pyx_doc_6mtrand_11RandomState_randint[] = "Return random integers x such that low <= x < high.\n\n randint(low, high=None, size=None) -> random values\n\n If high is None, then 0 <= x < low.\n ";
2218
2383
long __pyx_v_lo;
2219
2384
long __pyx_v_hi;
2220
2385
long __pyx_v_diff;
2221
long (*__pyx_v_array_data);
2386
long *__pyx_v_array_data;
2222
2387
PyArrayObject *arrayObject;
2223
2388
long __pyx_v_length;
2224
2389
long __pyx_v_i;
2238
2403
Py_INCREF(__pyx_v_size);
2239
2404
arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
2240
2405
2241
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":573 */
2406
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":608 */
2242
2407
__pyx_1 = __pyx_v_high == Py_None;
2243
2408
if (__pyx_1) {
2244
2409
2245
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":574 */
2410
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":609 */
2246
2411
__pyx_v_lo = 0;
2247
2412
2248
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":575 */
2249
__pyx_2 = PyInt_AsLong(__pyx_v_low); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 575; goto __pyx_L1;}
2413
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":610 */
2414
__pyx_2 = PyInt_AsLong(__pyx_v_low); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 610; goto __pyx_L1;}
2250
2415
__pyx_v_hi = __pyx_2;
2251
2416
goto __pyx_L2;
2252
2417
}
2253
2418
/*else*/ {
2254
2419
2255
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":577 */
2256
__pyx_2 = PyInt_AsLong(__pyx_v_low); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 577; goto __pyx_L1;}
2420
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":612 */
2421
__pyx_2 = PyInt_AsLong(__pyx_v_low); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 612; goto __pyx_L1;}
2257
2422
__pyx_v_lo = __pyx_2;
2258
2423
2259
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":578 */
2260
__pyx_2 = PyInt_AsLong(__pyx_v_high); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 578; goto __pyx_L1;}
2424
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":613 */
2425
__pyx_2 = PyInt_AsLong(__pyx_v_high); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 613; goto __pyx_L1;}
2261
2426
__pyx_v_hi = __pyx_2;
2262
2427
}
2263
2428
__pyx_L2:;
2264
2429
2265
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":580 */
2430
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":615 */
2266
2431
__pyx_v_diff = ((__pyx_v_hi - __pyx_v_lo) - 1);
2267
2432
2268
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":581 */
2433
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":616 */
2269
2434
__pyx_1 = (__pyx_v_diff < 0);
2270
2435
if (__pyx_1) {
2271
2272
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":582 */
2273
__pyx_3 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 582; goto __pyx_L1;}
2274
__pyx_4 = PyTuple_New(1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 582; goto __pyx_L1;}
2275
Py_INCREF(__pyx_k70p);
2276
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_k70p);
2277
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2436
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2437
Py_INCREF(__pyx_k71p);
2438
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_k71p);
2439
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2278
2440
Py_DECREF(__pyx_3); __pyx_3 = 0;
2441
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2279
2442
Py_DECREF(__pyx_4); __pyx_4 = 0;
2280
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2281
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2282
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 582; goto __pyx_L1;}
2443
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 617; goto __pyx_L1;}
2283
2444
goto __pyx_L3;
2284
2445
}
2285
2446
__pyx_L3:;
2286
2447
2287
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":584 */
2448
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":619 */
2288
2449
__pyx_1 = __pyx_v_size == Py_None;
2289
2450
if (__pyx_1) {
2290
2291
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":585 */
2292
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2451
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2293
2452
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2294
2453
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2295
2454
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2297
2456
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2298
2457
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2299
2458
2300
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":587 */
2301
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2302
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2459
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2460
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2461
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2303
2462
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2304
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2305
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2463
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2306
2464
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2307
2465
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_v_size);
2308
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2309
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2310
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2311
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2466
Py_INCREF(((PyObject *)(&PyInt_Type)));
2467
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2468
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2469
Py_DECREF(__pyx_3); __pyx_3 = 0;
2312
2470
Py_DECREF(__pyx_4); __pyx_4 = 0;
2313
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
2471
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_5)));
2314
2472
Py_DECREF(((PyObject *)arrayObject));
2315
arrayObject = ((PyArrayObject *)__pyx_3);
2316
Py_DECREF(__pyx_3); __pyx_3 = 0;
2473
arrayObject = ((PyArrayObject *)__pyx_5);
2474
Py_DECREF(__pyx_5); __pyx_5 = 0;
2317
2475
2318
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":588 */
2476
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":623 */
2319
2477
__pyx_v_length = PyArray_SIZE(arrayObject);
2320
2478
2321
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":589 */
2322
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2479
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":624 */
2480
__pyx_v_array_data = ((long *)arrayObject->data);
2323
2481
2324
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":590 */
2482
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":625 */
2325
2483
for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
2326
2327
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":591 */
2328
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2329
__pyx_L5:;
2484
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2330
2485
}
2331
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2332
2486
2333
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":592 */
2487
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":627 */
2334
2488
Py_INCREF(((PyObject *)arrayObject));
2335
2489
__pyx_r = ((PyObject *)arrayObject);
2336
2490
goto __pyx_L0;
2358
2512
static char __pyx_doc_6mtrand_11RandomState_bytes[] = "Return random bytes.\n\n bytes(length) -> str\n ";
2359
2513
static PyObject *__pyx_f_6mtrand_11RandomState_bytes(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
2360
2514
unsigned int __pyx_v_length;
2361
void (*__pyx_v_bytes);
2515
void *__pyx_v_bytes;
2362
2516
PyObject *__pyx_v_bytestring;
2363
2517
PyObject *__pyx_r;
2364
2518
PyObject *__pyx_1 = 0;
2367
2521
Py_INCREF(__pyx_v_self);
2368
2522
__pyx_v_bytestring = Py_None; Py_INCREF(Py_None);
2369
2523
2370
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":600 */
2371
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2373
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":601 */
2524
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":635 */
2525
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2526
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2527
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2528
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2530
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2531
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2532
2533
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":637 */
2374
2534
rk_fill(__pyx_v_bytes,__pyx_v_length,((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state);
2375
2535
2376
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":602 */
2377
__pyx_1 = PyString_FromStringAndSize(((char (*))__pyx_v_bytes),__pyx_v_length); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 602; goto __pyx_L1;}
2378
Py_DECREF(__pyx_v_bytestring);
2379
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2380
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2381
2382
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":603 */
2383
PyMem_Free(__pyx_v_bytes);
2384
2385
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":604 */
2536
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":638 */
2386
2537
Py_INCREF(__pyx_v_bytestring);
2387
2538
__pyx_r = __pyx_v_bytestring;
2388
2539
goto __pyx_L0;
2410
2561
PyArrayObject *__pyx_v_olow;
2411
2562
PyArrayObject *__pyx_v_ohigh;
2412
2563
PyArrayObject *__pyx_v_odiff;
2564
double __pyx_v_flow;
2565
double __pyx_v_fhigh;
2413
2566
PyObject *__pyx_v_temp;
2414
2567
PyObject *__pyx_r;
2415
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2568
int __pyx_1;
2416
2569
PyObject *__pyx_2 = 0;
2417
2570
PyObject *__pyx_3 = 0;
2571
PyObject *__pyx_4 = 0;
2418
2572
static char *__pyx_argnames[] = {"low","high","size",0};
2419
2573
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2420
2574
__pyx_v_high = __pyx_k9;
2429
2583
__pyx_v_odiff = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
2430
2584
__pyx_v_temp = Py_None; Py_INCREF(Py_None);
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2585
2432
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":615 */
2433
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2434
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
2586
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":649 */
2587
__pyx_v_flow = PyFloat_AsDouble(__pyx_v_low);
2588
2589
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":650 */
2590
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2591
2592
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":651 */
2593
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2595
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2596
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2597
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2598
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2599
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2600
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2601
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2602
2603
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":653 */
2604
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2605
2606
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":654 */
2607
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2608
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
2435
2609
Py_DECREF(((PyObject *)__pyx_v_olow));
2436
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2437
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2610
__pyx_v_olow = ((PyArrayObject *)__pyx_2);
2611
Py_DECREF(__pyx_2); __pyx_2 = 0;
2438
2612
2439
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":616 */
2440
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2441
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
2613
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":655 */
2614
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2615
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
2442
2616
Py_DECREF(((PyObject *)__pyx_v_ohigh));
2443
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2444
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2617
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2618
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2445
2619
2446
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":617 */
2447
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2448
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2449
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2450
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2620
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":656 */
2621
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2622
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2623
Py_DECREF(__pyx_2); __pyx_2 = 0;
2624
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2451
2625
Py_INCREF(((PyObject *)__pyx_v_ohigh));
2452
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2626
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2453
2627
Py_INCREF(((PyObject *)__pyx_v_olow));
2454
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2455
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2628
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2629
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2630
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2456
2631
Py_DECREF(__pyx_2); __pyx_2 = 0;
2457
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2458
2632
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2459
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2460
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2633
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2634
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2461
2635
2462
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":618 */
2636
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":657 */
2463
2637
Py_INCREF(__pyx_v_temp);
2464
2638
2465
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":620 */
2466
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2467
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
2639
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":659 */
2640
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2641
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
2468
2642
Py_DECREF(((PyObject *)__pyx_v_odiff));
2469
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2470
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2643
__pyx_v_odiff = ((PyArrayObject *)__pyx_3);
2644
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2471
2645
2472
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":621 */
2473
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2474
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2475
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2646
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":660 */
2647
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2648
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2649
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2476
2650
goto __pyx_L0;
2477
2651
2478
2652
__pyx_r = Py_None; Py_INCREF(Py_None);
2479
2653
goto __pyx_L0;
2480
2654
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2481
Py_XDECREF(__pyx_1);
2482
2655
Py_XDECREF(__pyx_2);
2483
2656
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2657
Py_XDECREF(__pyx_4);
2484
2658
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2485
2659
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2486
2660
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2495
2669
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2496
2670
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2497
2671
2498
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2499
2672
static PyObject *__pyx_n_size;
2500
2673
2501
2674
2502
2675
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2503
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2676
static char __pyx_doc_6mtrand_11RandomState_rand[] = "Return an array of the given dimensions which is initialized to\n random numbers from a uniform distribution in the range [0,1).\n\n rand(d0, d1, ..., dn) -> random values\n\n Note: This is a convenience function. If you want an\n interface that takes a tuple as the first argument\n use numpy.random.random_sample(shape_tuple).\n\n ";
2504
2677
static PyObject *__pyx_f_6mtrand_11RandomState_rand(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
2505
2678
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2506
2679
PyObject *__pyx_r;
2507
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2508
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2680
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2681
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2509
2682
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2510
int __pyx_4;
2683
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2511
2684
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2685
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2512
2686
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2513
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2687
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2688
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2515
2689
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2516
2690
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2518
2692
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2519
2693
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2520
2694
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2521
2522
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":634 */
2523
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2524
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2525
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2526
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2527
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2528
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2529
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2530
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2531
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2532
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2533
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2534
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2535
if (__pyx_4) {
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2537
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":635 */
2538
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2539
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2540
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2541
Py_DECREF(__pyx_2); __pyx_2 = 0;
2695
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2696
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2697
if (__pyx_2) {
2698
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2699
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2542
2700
Py_DECREF(__pyx_3); __pyx_3 = 0;
2543
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2544
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2701
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2702
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2545
2703
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2546
2704
goto __pyx_L2;
2547
2705
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2548
2706
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2549
2550
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":637 */
2551
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2552
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2553
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2554
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2555
__pyx_5 = PyEval_CallObjectWithKeywords(__pyx_2, __pyx_3, __pyx_1); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 637; goto __pyx_L1;}
2556
Py_DECREF(__pyx_2); __pyx_2 = 0;
2707
__pyx_3 = PyObject_GetAttr(__pyx_v_self, __pyx_n_random_sample); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 676; goto __pyx_L1;}
2708
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2709
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2710
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2711
__pyx_6 = PyEval_CallObjectWithKeywords(__pyx_3, __pyx_4, __pyx_5); if (!__pyx_6) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 676; goto __pyx_L1;}
2557
2712
Py_DECREF(__pyx_3); __pyx_3 = 0;
2558
Py_DECREF(__pyx_1); __pyx_1 = 0;
2559
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2560
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2713
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2714
Py_DECREF(__pyx_5); __pyx_5 = 0;
2715
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2716
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2561
2717
goto __pyx_L0;
2562
2718
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2563
2719
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2565
2721
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2566
2722
goto __pyx_L0;
2567
2723
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2568
Py_XDECREF(__pyx_1);
2569
Py_XDECREF(__pyx_2);
2570
2724
Py_XDECREF(__pyx_3);
2725
Py_XDECREF(__pyx_4);
2571
2726
Py_XDECREF(__pyx_5);
2727
Py_XDECREF(__pyx_6);
2572
2728
__Pyx_AddTraceback("mtrand.RandomState.rand");
2573
2729
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2574
2730
__pyx_L0:;
2580
2736
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2581
2737
2582
2738
static PyObject *__pyx_f_6mtrand_11RandomState_randn(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
2583
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2739
static char __pyx_doc_6mtrand_11RandomState_randn[] = "Returns zero-mean, unit-variance Gaussian random numbers in an\n array of shape (d0, d1, ..., dn).\n\n randn(d0, d1, ..., dn) -> random values\n\n Note: This is a convenience function. If you want an\n interface that takes a tuple as the first argument\n use numpy.random.standard_normal(shape_tuple).\n ";
2584
2740
static PyObject *__pyx_f_6mtrand_11RandomState_randn(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
2585
2741
PyObject *__pyx_v_args = 0;
2586
2742
PyObject *__pyx_r;
2587
PyObject *__pyx_1 = 0;
2588
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2743
Py_ssize_t __pyx_1;
2744
int __pyx_2;
2589
2745
PyObject *__pyx_3 = 0;
2590
int __pyx_4;
2746
PyObject *__pyx_4 = 0;
2747
PyObject *__pyx_5 = 0;
2591
2748
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2592
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2749
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2593
2750
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2594
2751
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2595
2752
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2597
2754
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2598
2755
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2756
Py_INCREF(__pyx_v_self);
2600
2601
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":649 */
2602
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2603
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2604
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2605
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2606
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2607
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2608
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2610
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2611
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2612
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2616
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2617
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2618
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2619
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2620
Py_DECREF(__pyx_2); __pyx_2 = 0;
2757
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2759
if (__pyx_2) {
2760
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2761
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2621
2762
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2623
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2763
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2764
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2624
2765
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2625
2766
goto __pyx_L2;
2626
2767
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2627
2768
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2628
2629
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":652 */
2630
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2631
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2769
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2770
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2632
2771
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2633
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2635
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2772
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_v_args);
2773
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2636
2774
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2638
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2775
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2777
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2639
2778
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2640
2779
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2641
2780
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2643
2782
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2645
2784
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2646
Py_XDECREF(__pyx_1);
2647
Py_XDECREF(__pyx_2);
2648
2785
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2786
Py_XDECREF(__pyx_4);
2787
Py_XDECREF(__pyx_5);
2649
2788
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2650
2789
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2651
2790
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2676
2815
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2677
2816
Py_INCREF(__pyx_v_size);
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2817
2679
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":661 */
2818
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":700 */
2680
2819
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2681
2820
if (__pyx_1) {
2682
2821
2683
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":662 */
2822
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":701 */
2684
2823
Py_INCREF(__pyx_v_low);
2685
2824
Py_DECREF(__pyx_v_high);
2686
2825
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2687
2826
2688
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":663 */
2689
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2827
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":702 */
2828
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2690
2829
Py_DECREF(__pyx_v_low);
2691
2830
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2692
2831
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2694
2833
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2695
2834
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2696
2835
2697
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2698
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2699
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2700
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2836
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2837
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2838
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2839
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2701
2840
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2702
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2841
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2842
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2704
2843
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2845
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2846
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2847
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2709
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2848
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2710
2849
Py_DECREF(__pyx_2); __pyx_2 = 0;
2711
2850
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2712
2851
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2740
2879
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2880
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2881
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2744
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2745
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2882
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2746
2883
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2747
2884
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2748
2885
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2762
2899
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2763
2900
static PyObject *__pyx_n_less_equal;
2764
2901
2765
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static PyObject *__pyx_k73p;
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2904
2767
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2907
2769
2908
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2770
2909
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2913
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2914
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2915
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2918
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2919
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2779
2920
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2780
2921
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2922
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2782
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2923
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2783
2924
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2784
2925
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2926
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2792
2933
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2793
2934
__pyx_v_oscale = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
2794
2935
2795
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":681 */
2796
__pyx_1 = PyArray_FROM_OTF(__pyx_v_loc,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 681; goto __pyx_L1;}
2797
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
2936
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":721 */
2937
__pyx_v_floc = PyFloat_AsDouble(__pyx_v_loc);
2938
2939
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":722 */
2940
__pyx_v_fscale = PyFloat_AsDouble(__pyx_v_scale);
2941
2942
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":723 */
2943
__pyx_1 = (!PyErr_Occurred());
2944
if (__pyx_1) {
2945
2946
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":724 */
2947
__pyx_1 = (__pyx_v_fscale <= 0);
2948
if (__pyx_1) {
2949
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 725; goto __pyx_L1;}
2950
Py_INCREF(__pyx_k73p);
2951
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k73p);
2952
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 725; goto __pyx_L1;}
2953
Py_DECREF(__pyx_2); __pyx_2 = 0;
2954
__Pyx_Raise(__pyx_3, 0, 0);
2955
Py_DECREF(__pyx_3); __pyx_3 = 0;
2956
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 725; goto __pyx_L1;}
2957
goto __pyx_L3;
2958
}
2959
__pyx_L3:;
2960
2961
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":726 */
2962
__pyx_2 = __pyx_f_6mtrand_cont2_array_sc(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_normal,__pyx_v_size,__pyx_v_floc,__pyx_v_fscale); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 726; goto __pyx_L1;}
2963
__pyx_r = __pyx_2;
2964
__pyx_2 = 0;
2965
goto __pyx_L0;
2966
goto __pyx_L2;
2967
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2968
__pyx_L2:;
2969
2970
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":728 */
2971
PyErr_Clear();
2972
2973
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":730 */
2974
__pyx_3 = PyArray_FROM_OTF(__pyx_v_loc,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 730; goto __pyx_L1;}
2975
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
2798
2976
Py_DECREF(((PyObject *)__pyx_v_oloc));
2799
__pyx_v_oloc = ((PyArrayObject *)__pyx_1);
2800
Py_DECREF(__pyx_1); __pyx_1 = 0;
2977
__pyx_v_oloc = ((PyArrayObject *)__pyx_3);
2978
Py_DECREF(__pyx_3); __pyx_3 = 0;
2801
2979
2802
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":682 */
2803
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2804
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
2980
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":731 */
2981
__pyx_2 = PyArray_FROM_OTF(__pyx_v_scale,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 731; goto __pyx_L1;}
2982
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
2805
2983
Py_DECREF(((PyObject *)__pyx_v_oscale));
2806
__pyx_v_oscale = ((PyArrayObject *)__pyx_1);
2807
Py_DECREF(__pyx_1); __pyx_1 = 0;
2984
__pyx_v_oscale = ((PyArrayObject *)__pyx_2);
2985
Py_DECREF(__pyx_2); __pyx_2 = 0;
2808
2986
2809
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":683 */
2810
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 683; goto __pyx_L1;}
2811
__pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 683; goto __pyx_L1;}
2812
Py_DECREF(__pyx_1); __pyx_1 = 0;
2813
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 683; goto __pyx_L1;}
2814
__pyx_3 = PyObject_GetAttr(__pyx_1, __pyx_n_less_equal); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 683; goto __pyx_L1;}
2815
Py_DECREF(__pyx_1); __pyx_1 = 0;
2816
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2817
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2987
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":732 */
2988
__pyx_3 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 732; goto __pyx_L1;}
2989
__pyx_2 = PyObject_GetAttr(__pyx_3, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 732; goto __pyx_L1;}
2990
Py_DECREF(__pyx_3); __pyx_3 = 0;
2991
__pyx_3 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 732; goto __pyx_L1;}
2992
__pyx_4 = PyObject_GetAttr(__pyx_3, __pyx_n_less_equal); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 732; goto __pyx_L1;}
2993
Py_DECREF(__pyx_3); __pyx_3 = 0;
2994
__pyx_3 = PyInt_FromLong(0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 732; goto __pyx_L1;}
2995
__pyx_5 = PyTuple_New(2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 732; goto __pyx_L1;}
2818
2996
Py_INCREF(((PyObject *)__pyx_v_oscale));
2819
PyTuple_SET_ITEM(__pyx_4, 0, ((PyObject *)__pyx_v_oscale));
2820
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_1);
2821
__pyx_1 = 0;
2822
__pyx_1 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 683; goto __pyx_L1;}
2823
Py_DECREF(__pyx_3); __pyx_3 = 0;
2997
PyTuple_SET_ITEM(__pyx_5, 0, ((PyObject *)__pyx_v_oscale));
2998
PyTuple_SET_ITEM(__pyx_5, 1, __pyx_3);
2999
__pyx_3 = 0;
3000
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2824
3001
Py_DECREF(__pyx_4); __pyx_4 = 0;
2825
__pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 683; goto __pyx_L1;}
2826
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_1);
2827
__pyx_1 = 0;
2828
__pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 683; goto __pyx_L1;}
3002
Py_DECREF(__pyx_5); __pyx_5 = 0;
3003
__pyx_4 = PyTuple_New(1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 732; goto __pyx_L1;}
3004
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_3);
3005
__pyx_3 = 0;
3006
__pyx_5 = PyObject_CallObject(__pyx_2, __pyx_4); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 732; goto __pyx_L1;}
2829
3007
Py_DECREF(__pyx_2); __pyx_2 = 0;
2830
Py_DECREF(__pyx_3); __pyx_3 = 0;
2831
__pyx_5 = PyObject_IsTrue(__pyx_4); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 683; goto __pyx_L1;}
2832
3008
Py_DECREF(__pyx_4); __pyx_4 = 0;
2833
if (__pyx_5) {
2834
2835
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":684 */
2836
__pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 684; goto __pyx_L1;}
2837
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 684; goto __pyx_L1;}
2838
Py_INCREF(__pyx_k72p);
2839
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k72p);
2840
__pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 684; goto __pyx_L1;}
2841
Py_DECREF(__pyx_1); __pyx_1 = 0;
3009
__pyx_1 = PyObject_IsTrue(__pyx_5); if (__pyx_1 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 732; goto __pyx_L1;}
3010
Py_DECREF(__pyx_5); __pyx_5 = 0;
3011
if (__pyx_1) {
3012
__pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 733; goto __pyx_L1;}
3013
Py_INCREF(__pyx_k74p);
3014
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_k74p);
3015
__pyx_2 = PyObject_CallObject(PyExc_ValueError, __pyx_3); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 733; goto __pyx_L1;}
3016
Py_DECREF(__pyx_3); __pyx_3 = 0;
3017
__Pyx_Raise(__pyx_2, 0, 0);
2842
3018
Py_DECREF(__pyx_2); __pyx_2 = 0;
2843
__Pyx_Raise(__pyx_3, 0, 0);
2844
Py_DECREF(__pyx_3); __pyx_3 = 0;
2845
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 684; goto __pyx_L1;}
2846
goto __pyx_L2;
3019
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 733; goto __pyx_L1;}
3020
goto __pyx_L4;
2847
3021
}
2848
__pyx_L2:;
3022
__pyx_L4:;
2849
3023
2850
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":685 */
2851
__pyx_4 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_normal,__pyx_v_size,__pyx_v_oloc,__pyx_v_oscale); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 685; goto __pyx_L1;}
3024
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":734 */
3025
__pyx_4 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_normal,__pyx_v_size,__pyx_v_oloc,__pyx_v_oscale); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 734; goto __pyx_L1;}
2852
3026
__pyx_r = __pyx_4;
2853
3027
__pyx_4 = 0;
2854
3028
goto __pyx_L0;
2856
3030
__pyx_r = Py_None; Py_INCREF(Py_None);
2857
3031
goto __pyx_L0;
2858
3032
__pyx_L1:;
2859
Py_XDECREF(__pyx_1);
2860
3033
Py_XDECREF(__pyx_2);
2861
3034
Py_XDECREF(__pyx_3);
2862
3035
Py_XDECREF(__pyx_4);
3036
Py_XDECREF(__pyx_5);
2863
3037
__Pyx_AddTraceback("mtrand.RandomState.normal");
2864
3038
__pyx_r = 0;
2865
3039
__pyx_L0:;
2872
3046
return __pyx_r;
2873
3047
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2874
3048
2875
static PyObject *__pyx_k73p;
2876
static PyObject *__pyx_k74p;
3049
static PyObject *__pyx_k75p;
3050
static PyObject *__pyx_k76p;
3051
static PyObject *__pyx_k77p;
3052
static PyObject *__pyx_k78p;
2877
3053
2878
static char (__pyx_k73[]) = "a <= 0";
2879
static char (__pyx_k74[]) = "b <= 0";
3054
static char __pyx_k75[] = "a <= 0";
3055
static char __pyx_k76[] = "b <= 0";
3056
static char __pyx_k77[] = "a <= 0";
3057
static char __pyx_k78[] = "b <= 0";
2880
3058
2881
3059
static PyObject *__pyx_f_6mtrand_11RandomState_beta(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
2882
3060
static char __pyx_doc_6mtrand_11RandomState_beta[] = "Beta distribution over [0, 1].\n\n beta(a, b, size=None) -> random values\n ";
2886
3064
PyObject *__pyx_v_size = 0;
2887
3065
PyArrayObject *__pyx_v_oa;
2888
3066
PyArrayObject *__pyx_v_ob;
3067
double __pyx_v_fa;
3068
double __pyx_v_fb;
2889
3069
PyObject *__pyx_r;
2890
PyObject *__pyx_1 = 0;
3070
int __pyx_1;
2891
3071
PyObject *__pyx_2 = 0;
2892
3072
PyObject *__pyx_3 = 0;
2893
3073
PyObject *__pyx_4 = 0;
2894
int __pyx_5;
3074
PyObject *__pyx_5 = 0;
2895
3075
static char *__pyx_argnames[] = {"a","b","size",0};
2896
3076
__pyx_v_size = __pyx_k17;
2897
3077
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "OO|O", __pyx_argnames, &__pyx_v_a, &__pyx_v_b, &__pyx_v_size)) return 0;
2902
3082
__pyx_v_oa = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
2903
3083
__pyx_v_ob = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
2904
3084
2905
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":694 */
2906
__pyx_1 = PyArray_FROM_OTF(__pyx_v_a,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 694; goto __pyx_L1;}
2907
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
3085
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":744 */
3086
__pyx_v_fa = PyFloat_AsDouble(__pyx_v_a);
3087
3088
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":745 */
3089
__pyx_v_fb = PyFloat_AsDouble(__pyx_v_b);
3090
3091
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":746 */
3092
__pyx_1 = (!PyErr_Occurred());
3093
if (__pyx_1) {
3094
3095
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":747 */
3096
__pyx_1 = (__pyx_v_fa <= 0);
3097
if (__pyx_1) {
3098
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 748; goto __pyx_L1;}
3099
Py_INCREF(__pyx_k75p);
3100
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k75p);
3101
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 748; goto __pyx_L1;}
3102
Py_DECREF(__pyx_2); __pyx_2 = 0;
3103
__Pyx_Raise(__pyx_3, 0, 0);
3104
Py_DECREF(__pyx_3); __pyx_3 = 0;
3105
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 748; goto __pyx_L1;}
3106
goto __pyx_L3;
3107
}
3108
__pyx_L3:;
3109
3110
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":749 */
3111
__pyx_1 = (__pyx_v_fb <= 0);
3112
if (__pyx_1) {
3113
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 750; goto __pyx_L1;}
3114
Py_INCREF(__pyx_k76p);
3115
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k76p);
3116
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 750; goto __pyx_L1;}
3117
Py_DECREF(__pyx_2); __pyx_2 = 0;
3118
__Pyx_Raise(__pyx_3, 0, 0);
3119
Py_DECREF(__pyx_3); __pyx_3 = 0;
3120
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 750; goto __pyx_L1;}
3121
goto __pyx_L4;
3122
}
3123
__pyx_L4:;
3124
3125
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":751 */
3126
__pyx_2 = __pyx_f_6mtrand_cont2_array_sc(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_beta,__pyx_v_size,__pyx_v_fa,__pyx_v_fb); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 751; goto __pyx_L1;}
3127
__pyx_r = __pyx_2;
3128
__pyx_2 = 0;
3129
goto __pyx_L0;
3130
goto __pyx_L2;
3131
}
3132
__pyx_L2:;
3133
3134
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":753 */
3135
PyErr_Clear();
3136
3137
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":755 */
3138
__pyx_3 = PyArray_FROM_OTF(__pyx_v_a,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 755; goto __pyx_L1;}
3139
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
2908
3140
Py_DECREF(((PyObject *)__pyx_v_oa));
2909
__pyx_v_oa = ((PyArrayObject *)__pyx_1);
2910
Py_DECREF(__pyx_1); __pyx_1 = 0;
3141
__pyx_v_oa = ((PyArrayObject *)__pyx_3);
3142
Py_DECREF(__pyx_3); __pyx_3 = 0;
2911
3143
2912
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":695 */
2913
__pyx_1 = PyArray_FROM_OTF(__pyx_v_b,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 695; goto __pyx_L1;}
2914
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
3144
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":756 */
3145
__pyx_2 = PyArray_FROM_OTF(__pyx_v_b,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 756; goto __pyx_L1;}
3146
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
2915
3147
Py_DECREF(((PyObject *)__pyx_v_ob));
2916
__pyx_v_ob = ((PyArrayObject *)__pyx_1);
2917
Py_DECREF(__pyx_1); __pyx_1 = 0;
3148
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3149
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3150
2919
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":697 */
2920
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2921
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2922
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2924
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2925
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2927
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3151
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3152
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3153
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3156
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3157
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3158
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3159
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2928
3160
Py_INCREF(((PyObject *)__pyx_v_oa));
2929
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2930
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2931
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2932
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2933
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3161
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3162
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3163
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3164
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2934
3165
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2935
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2936
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_1);
2937
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2938
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3166
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3167
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3168
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_3);
3169
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3170
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2939
3171
Py_DECREF(__pyx_2); __pyx_2 = 0;
2940
Py_DECREF(__pyx_3); __pyx_3 = 0;
2941
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2942
3172
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2945
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":698 */
2946
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2947
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2950
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2951
Py_DECREF(__pyx_1); __pyx_1 = 0;
3173
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3174
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3176
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3177
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3179
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3180
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3181
__Pyx_Raise(__pyx_2, 0, 0);
2952
3182
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2953
__Pyx_Raise(__pyx_3, 0, 0);
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2956
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3183
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 758; goto __pyx_L1;}
3184
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2957
3185
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2958
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3186
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2959
3187
2960
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":699 */
2961
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2962
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3188
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3189
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3190
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2963
3191
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2964
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2965
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2966
Py_DECREF(__pyx_2); __pyx_2 = 0;
2967
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2968
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3192
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3193
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3194
Py_DECREF(__pyx_3); __pyx_3 = 0;
3195
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3196
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2969
3197
Py_INCREF(((PyObject *)__pyx_v_ob));
2970
PyTuple_SET_ITEM(__pyx_2, 0, ((PyObject *)__pyx_v_ob));
2971
PyTuple_SET_ITEM(__pyx_2, 1, __pyx_4);
2972
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2973
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2974
Py_DECREF(__pyx_3); __pyx_3 = 0;
2975
Py_DECREF(__pyx_2); __pyx_2 = 0;
2976
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2977
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_4);
2978
__pyx_4 = 0;
2979
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2980
Py_DECREF(__pyx_1); __pyx_1 = 0;
2981
Py_DECREF(__pyx_3); __pyx_3 = 0;
2982
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2983
Py_DECREF(__pyx_2); __pyx_2 = 0;
2984
if (__pyx_5) {
2985
2986
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":700 */
2987
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2988
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2989
Py_INCREF(__pyx_k74p);
2990
PyTuple_SET_ITEM(__pyx_1, 0, __pyx_k74p);
2991
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3198
PyTuple_SET_ITEM(__pyx_3, 0, ((PyObject *)__pyx_v_ob));
3199
PyTuple_SET_ITEM(__pyx_3, 1, __pyx_4);
3200
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3201
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3202
Py_DECREF(__pyx_2); __pyx_2 = 0;
3203
Py_DECREF(__pyx_3); __pyx_3 = 0;
3204
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3205
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_4);
3206
__pyx_4 = 0;
3207
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3208
Py_DECREF(__pyx_5); __pyx_5 = 0;
3209
Py_DECREF(__pyx_2); __pyx_2 = 0;
3210
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3211
Py_DECREF(__pyx_3); __pyx_3 = 0;
3212
if (__pyx_1) {
3213
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3214
Py_INCREF(__pyx_k78p);
3215
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_k78p);
3216
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2992
3217
Py_DECREF(__pyx_4); __pyx_4 = 0;
2993
Py_DECREF(__pyx_1); __pyx_1 = 0;
2994
__Pyx_Raise(__pyx_3, 0, 0);
2995
Py_DECREF(__pyx_3); __pyx_3 = 0;
2996
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 700; goto __pyx_L1;}
2997
goto __pyx_L3;
3218
__Pyx_Raise(__pyx_5, 0, 0);
3219
Py_DECREF(__pyx_5); __pyx_5 = 0;
3220
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 760; goto __pyx_L1;}
3221
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2998
3222
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2999
__pyx_L3:;
3223
__pyx_L6:;
3000
3224
3001
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":701 */
3002
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3225
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":761 */
3226
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3003
3227
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3004
3228
__pyx_2 = 0;
3005
3229
goto __pyx_L0;
3007
3231
__pyx_r = Py_None; Py_INCREF(Py_None);
3008
3232
goto __pyx_L0;
3009
3233
__pyx_L1:;
3010
Py_XDECREF(__pyx_1);
3011
3234
Py_XDECREF(__pyx_2);
3012
3235
Py_XDECREF(__pyx_3);
3013
3236
Py_XDECREF(__pyx_4);
3237
Py_XDECREF(__pyx_5);
3014
3238
__Pyx_AddTraceback("mtrand.RandomState.beta");
3015
3239
__pyx_r = 0;
3016
3240
__pyx_L0:;
3023
3247
return __pyx_r;
3024
3248
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3025
3249
3026
static PyObject *__pyx_k75p;
3250
static PyObject *__pyx_k79p;
3251
static PyObject *__pyx_k80p;
3027
3252
3028
static char (__pyx_k75[]) = "scale <= 0";
3253
static char __pyx_k79[] = "scale <= 0";
3254
static char __pyx_k80[] = "scale <= 0";
3029
3255
3030
3256
static PyObject *__pyx_f_6mtrand_11RandomState_exponential(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
3031
3257
static char __pyx_doc_6mtrand_11RandomState_exponential[] = "Exponential distribution.\n\n exponential(scale=1.0, size=None) -> random values\n ";
3033
3259
PyObject *__pyx_v_scale = 0;
3034
3260
PyObject *__pyx_v_size = 0;
3035
3261
PyArrayObject *__pyx_v_oscale;
3262
double __pyx_v_fscale;
3036
3263
PyObject *__pyx_r;
3037
PyObject *__pyx_1 = 0;
3264
int __pyx_1;
3038
3265
PyObject *__pyx_2 = 0;
3039
3266
PyObject *__pyx_3 = 0;
3040
3267
PyObject *__pyx_4 = 0;
3041
int __pyx_5;
3268
PyObject *__pyx_5 = 0;
3042
3269
static char *__pyx_argnames[] = {"scale","size",0};
3043
3270
__pyx_v_scale = __pyx_k18;
3044
3271
__pyx_v_size = __pyx_k19;
3048
3275
Py_INCREF(__pyx_v_size);
3049
3276
__pyx_v_oscale = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
3050
3277
3051
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":709 */
3052
__pyx_1 = PyArray_FROM_OTF(__pyx_v_scale,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 709; goto __pyx_L1;}
3053
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
3278
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":771 */
3279
__pyx_v_fscale = PyFloat_AsDouble(__pyx_v_scale);
3280
3281
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":772 */
3282
__pyx_1 = (!PyErr_Occurred());
3283
if (__pyx_1) {
3284
3285
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":773 */
3286
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3287
if (__pyx_1) {
3288
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 774; goto __pyx_L1;}
3289
Py_INCREF(__pyx_k79p);
3290
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k79p);
3291
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3292
Py_DECREF(__pyx_2); __pyx_2 = 0;
3293
__Pyx_Raise(__pyx_3, 0, 0);
3294
Py_DECREF(__pyx_3); __pyx_3 = 0;
3295
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 774; goto __pyx_L1;}
3296
goto __pyx_L3;
3297
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3298
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3299
3300
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":775 */
3301
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3302
__pyx_r = __pyx_2;
3303
__pyx_2 = 0;
3304
goto __pyx_L0;
3305
goto __pyx_L2;
3306
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3307
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3308
3309
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3310
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3311
3312
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":779 */
3313
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3314
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
3054
3315
Py_DECREF(((PyObject *)__pyx_v_oscale));
3055
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3056
Py_DECREF(__pyx_1); __pyx_1 = 0;
3316
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3317
Py_DECREF(__pyx_3); __pyx_3 = 0;
3057
3318
3058
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":710 */
3059
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3060
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3061
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3062
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3063
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3064
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3065
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3066
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3319
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3320
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3321
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3322
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3323
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3324
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3325
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3326
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3327
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3067
3328
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3068
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3069
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3070
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3071
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3072
Py_DECREF(__pyx_3); __pyx_3 = 0;
3073
Py_DECREF(__pyx_4); __pyx_4 = 0;
3074
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3075
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_1);
3076
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3077
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3078
Py_DECREF(__pyx_2); __pyx_2 = 0;
3079
Py_DECREF(__pyx_3); __pyx_3 = 0;
3080
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3081
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3082
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3083
3084
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":711 */
3085
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3086
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3087
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3088
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3089
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3090
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3329
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3330
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3331
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3332
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3333
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3334
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3335
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3336
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3337
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3338
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3339
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3340
Py_DECREF(__pyx_4); __pyx_4 = 0;
3341
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3342
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3343
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3344
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3345
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3347
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3091
3348
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3092
3349
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3093
3350
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3094
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3095
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3351
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3096
3353
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3097
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3354
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3098
3355
3099
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":712 */
3100
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3356
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3357
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3101
3358
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3102
3359
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3103
3360
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3105
3362
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3106
3363
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3107
3364
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3108
Py_XDECREF(__pyx_1);
3109
3365
Py_XDECREF(__pyx_2);
3110
3366
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3111
3367
Py_XDECREF(__pyx_4);
3368
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3112
3369
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3113
3370
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3114
3371
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3130
3387
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3131
3388
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3132
3389
Py_INCREF(__pyx_v_size);
3133
3134
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":719 */
3135
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3390
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3136
3391
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3137
3392
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3138
3393
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3149
3404
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3150
3405
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3151
3406
3152
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3407
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3408
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3153
3409
3154
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3410
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3411
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3155
3412
3156
3413
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3157
3414
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3159
3416
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3160
3417
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3161
3418
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3419
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3162
3420
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3163
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3421
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3164
3422
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3423
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3166
3424
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3167
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3425
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3168
3426
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3169
3427
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3170
3428
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3431
Py_INCREF(__pyx_v_size);
3174
3432
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3175
3433
3176
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3177
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3178
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
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3436
3437
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3438
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3439
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3440
3441
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3444
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3456
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3465
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3468
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3471
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3180
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3181
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3472
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3474
3183
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3184
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3185
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3187
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3188
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3191
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3475
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3477
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3478
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3479
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3480
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3483
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3192
3484
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3196
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3202
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3206
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3209
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3210
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3211
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3215
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3500
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3501
Py_INCREF(__pyx_k82p);
3502
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k82p);
3503
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 808; goto __pyx_L1;}
3216
3504
Py_DECREF(__pyx_2); __pyx_2 = 0;
3217
3505
__Pyx_Raise(__pyx_3, 0, 0);
3218
3506
Py_DECREF(__pyx_3); __pyx_3 = 0;
3219
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 729; goto __pyx_L1;}
3220
goto __pyx_L2;
3507
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 808; goto __pyx_L1;}
3508
goto __pyx_L4;
3221
3509
}
3222
__pyx_L2:;
3510
__pyx_L4:;
3223
3511
3224
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":730 */
3225
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3512
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":809 */
3513
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3226
3514
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3227
3515
__pyx_4 = 0;
3228
3516
goto __pyx_L0;
3230
3518
__pyx_r = Py_None; Py_INCREF(Py_None);
3231
3519
goto __pyx_L0;
3232
3520
__pyx_L1:;
3233
Py_XDECREF(__pyx_1);
3234
3521
Py_XDECREF(__pyx_2);
3235
3522
Py_XDECREF(__pyx_3);
3236
3523
Py_XDECREF(__pyx_4);
3524
Py_XDECREF(__pyx_5);
3237
3525
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3238
3526
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3239
3527
__pyx_L0:;
3244
3532
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3245
3533
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3246
3534
3247
static PyObject *__pyx_k77p;
3248
static PyObject *__pyx_k78p;
3535
static PyObject *__pyx_k83p;
3536
static PyObject *__pyx_k84p;
3537
static PyObject *__pyx_k85p;
3538
static PyObject *__pyx_k86p;
3249
3539
3250
static char (__pyx_k77[]) = "shape <= 0";
3251
static char (__pyx_k78[]) = "scale <= 0";
3540
static char __pyx_k83[] = "shape <= 0";
3541
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3542
static char __pyx_k85[] = "shape <= 0";
3543
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3252
3544
3253
3545
static PyObject *__pyx_f_6mtrand_11RandomState_gamma(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
3254
3546
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3258
3550
PyObject *__pyx_v_size = 0;
3259
3551
PyArrayObject *__pyx_v_oshape;
3260
3552
PyArrayObject *__pyx_v_oscale;
3553
double __pyx_v_fshape;
3554
double __pyx_v_fscale;
3261
3555
PyObject *__pyx_r;
3262
PyObject *__pyx_1 = 0;
3556
int __pyx_1;
3263
3557
PyObject *__pyx_2 = 0;
3264
3558
PyObject *__pyx_3 = 0;
3265
3559
PyObject *__pyx_4 = 0;
3266
int __pyx_5;
3560
PyObject *__pyx_5 = 0;
3267
3561
static char *__pyx_argnames[] = {"shape","scale","size",0};
3268
3562
__pyx_v_scale = __pyx_k22;
3269
3563
__pyx_v_size = __pyx_k23;
3275
3569
__pyx_v_oshape = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
3276
3570
__pyx_v_oscale = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
3277
3571
3278
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":739 */
3279
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3280
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
3572
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3573
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3574
3575
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":820 */
3576
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3577
3578
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":821 */
3579
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3580
if (__pyx_1) {
3581
3582
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3583
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3584
if (__pyx_1) {
3585
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3586
Py_INCREF(__pyx_k83p);
3587
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k83p);
3588
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3589
Py_DECREF(__pyx_2); __pyx_2 = 0;
3590
__Pyx_Raise(__pyx_3, 0, 0);
3591
Py_DECREF(__pyx_3); __pyx_3 = 0;
3592
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 823; goto __pyx_L1;}
3593
goto __pyx_L3;
3594
}
3595
__pyx_L3:;
3596
3597
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":824 */
3598
__pyx_1 = (__pyx_v_fscale <= 0);
3599
if (__pyx_1) {
3600
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 825; goto __pyx_L1;}
3601
Py_INCREF(__pyx_k84p);
3602
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k84p);
3603
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 825; goto __pyx_L1;}
3604
Py_DECREF(__pyx_2); __pyx_2 = 0;
3605
__Pyx_Raise(__pyx_3, 0, 0);
3606
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3607
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3608
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3609
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3610
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3611
3612
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":826 */
3613
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3614
__pyx_r = __pyx_2;
3615
__pyx_2 = 0;
3616
goto __pyx_L0;
3617
goto __pyx_L2;
3618
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3619
__pyx_L2:;
3620
3621
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":828 */
3622
PyErr_Clear();
3623
3624
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":829 */
3625
__pyx_3 = PyArray_FROM_OTF(__pyx_v_shape,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 829; goto __pyx_L1;}
3626
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
3281
3627
Py_DECREF(((PyObject *)__pyx_v_oshape));
3282
__pyx_v_oshape = ((PyArrayObject *)__pyx_1);
3283
Py_DECREF(__pyx_1); __pyx_1 = 0;
3628
__pyx_v_oshape = ((PyArrayObject *)__pyx_3);
3629
Py_DECREF(__pyx_3); __pyx_3 = 0;
3284
3630
3285
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":740 */
3286
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3287
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
3631
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":830 */
3632
__pyx_2 = PyArray_FROM_OTF(__pyx_v_scale,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 830; goto __pyx_L1;}
3633
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
3288
3634
Py_DECREF(((PyObject *)__pyx_v_oscale));
3289
__pyx_v_oscale = ((PyArrayObject *)__pyx_1);
3290
Py_DECREF(__pyx_1); __pyx_1 = 0;
3635
__pyx_v_oscale = ((PyArrayObject *)__pyx_2);
3636
Py_DECREF(__pyx_2); __pyx_2 = 0;
3291
3637
3292
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":741 */
3293
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 741; goto __pyx_L1;}
3294
__pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 741; goto __pyx_L1;}
3295
Py_DECREF(__pyx_1); __pyx_1 = 0;
3296
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 741; goto __pyx_L1;}
3297
__pyx_3 = PyObject_GetAttr(__pyx_1, __pyx_n_less_equal); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 741; goto __pyx_L1;}
3298
Py_DECREF(__pyx_1); __pyx_1 = 0;
3299
__pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 741; goto __pyx_L1;}
3300
__pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 741; goto __pyx_L1;}
3638
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":831 */
3639
__pyx_3 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 831; goto __pyx_L1;}
3640
__pyx_2 = PyObject_GetAttr(__pyx_3, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 831; goto __pyx_L1;}
3641
Py_DECREF(__pyx_3); __pyx_3 = 0;
3642
__pyx_3 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 831; goto __pyx_L1;}
3643
__pyx_4 = PyObject_GetAttr(__pyx_3, __pyx_n_less_equal); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 831; goto __pyx_L1;}
3644
Py_DECREF(__pyx_3); __pyx_3 = 0;
3645
__pyx_3 = PyFloat_FromDouble(0.0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 831; goto __pyx_L1;}
3646
__pyx_5 = PyTuple_New(2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 831; goto __pyx_L1;}
3301
3647
Py_INCREF(((PyObject *)__pyx_v_oshape));
3302
PyTuple_SET_ITEM(__pyx_4, 0, ((PyObject *)__pyx_v_oshape));
3303
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_1);
3304
__pyx_1 = 0;
3305
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3306
Py_DECREF(__pyx_3); __pyx_3 = 0;
3648
PyTuple_SET_ITEM(__pyx_5, 0, ((PyObject *)__pyx_v_oshape));
3649
PyTuple_SET_ITEM(__pyx_5, 1, __pyx_3);
3650
__pyx_3 = 0;
3651
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3307
3652
Py_DECREF(__pyx_4); __pyx_4 = 0;
3308
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3309
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_1);
3310
__pyx_1 = 0;
3311
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3653
Py_DECREF(__pyx_5); __pyx_5 = 0;
3654
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3655
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_3);
3656
__pyx_3 = 0;
3657
__pyx_5 = PyObject_CallObject(__pyx_2, __pyx_4); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 831; goto __pyx_L1;}
3312
3658
Py_DECREF(__pyx_2); __pyx_2 = 0;
3313
Py_DECREF(__pyx_3); __pyx_3 = 0;
3314
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3315
3659
Py_DECREF(__pyx_4); __pyx_4 = 0;
3316
if (__pyx_5) {
3317
3318
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":742 */
3319
__pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 742; goto __pyx_L1;}
3320
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3321
Py_INCREF(__pyx_k77p);
3322
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k77p);
3323
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3324
Py_DECREF(__pyx_1); __pyx_1 = 0;
3660
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3661
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3662
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3663
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3664
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3665
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3666
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3667
Py_DECREF(__pyx_3); __pyx_3 = 0;
3668
__Pyx_Raise(__pyx_2, 0, 0);
3325
3669
Py_DECREF(__pyx_2); __pyx_2 = 0;
3326
__Pyx_Raise(__pyx_3, 0, 0);
3327
Py_DECREF(__pyx_3); __pyx_3 = 0;
3328
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3329
goto __pyx_L2;
3670
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 832; goto __pyx_L1;}
3671
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3330
3672
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3331
__pyx_L2:;
3673
__pyx_L5:;
3332
3674
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/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":743 */
3334
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3335
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3675
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3676
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3677
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3336
3678
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3337
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3338
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3339
Py_DECREF(__pyx_2); __pyx_2 = 0;
3340
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3341
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3679
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3680
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3681
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3683
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3342
3684
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3345
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3347
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3348
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3350
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3352
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3353
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3354
Py_DECREF(__pyx_3); __pyx_3 = 0;
3355
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3356
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3357
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3358
3359
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":744 */
3360
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3361
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3362
Py_INCREF(__pyx_k78p);
3363
PyTuple_SET_ITEM(__pyx_1, 0, __pyx_k78p);
3364
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3685
PyTuple_SET_ITEM(__pyx_3, 0, ((PyObject *)__pyx_v_oscale));
3686
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3687
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3688
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3689
Py_DECREF(__pyx_2); __pyx_2 = 0;
3690
Py_DECREF(__pyx_3); __pyx_3 = 0;
3691
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3692
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_4);
3693
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3694
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3695
Py_DECREF(__pyx_5); __pyx_5 = 0;
3696
Py_DECREF(__pyx_2); __pyx_2 = 0;
3697
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3698
Py_DECREF(__pyx_3); __pyx_3 = 0;
3699
if (__pyx_1) {
3700
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3701
Py_INCREF(__pyx_k86p);
3702
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_k86p);
3703
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3365
3704
Py_DECREF(__pyx_4); __pyx_4 = 0;
3366
Py_DECREF(__pyx_1); __pyx_1 = 0;
3367
__Pyx_Raise(__pyx_3, 0, 0);
3368
Py_DECREF(__pyx_3); __pyx_3 = 0;
3369
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 744; goto __pyx_L1;}
3370
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3705
__Pyx_Raise(__pyx_5, 0, 0);
3706
Py_DECREF(__pyx_5); __pyx_5 = 0;
3707
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 834; goto __pyx_L1;}
3708
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3371
3709
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3372
__pyx_L3:;
3710
__pyx_L6:;
3373
3711
3374
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":745 */
3375
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3712
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":835 */
3713
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3376
3714
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3377
3715
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3378
3716
goto __pyx_L0;
3380
3718
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3381
3719
goto __pyx_L0;
3382
3720
__pyx_L1:;
3383
Py_XDECREF(__pyx_1);
3384
3721
Py_XDECREF(__pyx_2);
3385
3722
Py_XDECREF(__pyx_3);
3386
3723
Py_XDECREF(__pyx_4);
3724
Py_XDECREF(__pyx_5);
3387
3725
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3388
3726
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3389
3727
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3396
3734
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3397
3735
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3398
3736
3399
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3400
static PyObject *__pyx_k80p;
3737
static PyObject *__pyx_k87p;
3738
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3739
static PyObject *__pyx_k89p;
3740
static PyObject *__pyx_k90p;
3401
3741
3402
static char (__pyx_k79[]) = "dfnum <= 0";
3403
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3742
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3743
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3744
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3745
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3404
3746
3405
3747
static PyObject *__pyx_f_6mtrand_11RandomState_f(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
3406
3748
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3410
3752
PyObject *__pyx_v_size = 0;
3411
3753
PyArrayObject *__pyx_v_odfnum;
3412
3754
PyArrayObject *__pyx_v_odfden;
3755
double __pyx_v_fdfnum;
3756
double __pyx_v_fdfden;
3413
3757
PyObject *__pyx_r;
3414
PyObject *__pyx_1 = 0;
3758
int __pyx_1;
3415
3759
PyObject *__pyx_2 = 0;
3416
3760
PyObject *__pyx_3 = 0;
3417
3761
PyObject *__pyx_4 = 0;
3418
int __pyx_5;
3762
PyObject *__pyx_5 = 0;
3419
3763
static char *__pyx_argnames[] = {"dfnum","dfden","size",0};
3420
3764
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3421
3765
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "OO|O", __pyx_argnames, &__pyx_v_dfnum, &__pyx_v_dfden, &__pyx_v_size)) return 0;
3426
3770
__pyx_v_odfnum = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
3427
3771
__pyx_v_odfden = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
3428
3772
3429
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":754 */
3430
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3431
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
3773
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3774
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3775
3776
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":846 */
3777
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3778
3779
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":847 */
3780
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3781
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3782
3783
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":848 */
3784
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3785
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3786
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3787
Py_INCREF(__pyx_k87p);
3788
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k87p);
3789
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3790
Py_DECREF(__pyx_2); __pyx_2 = 0;
3791
__Pyx_Raise(__pyx_3, 0, 0);
3792
Py_DECREF(__pyx_3); __pyx_3 = 0;
3793
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3794
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3795
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3796
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3797
3798
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":850 */
3799
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3800
if (__pyx_1) {
3801
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3802
Py_INCREF(__pyx_k88p);
3803
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k88p);
3804
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3805
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3806
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3807
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3808
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3809
goto __pyx_L4;
3810
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3811
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3812
3813
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":852 */
3814
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3815
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3816
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3817
goto __pyx_L0;
3818
goto __pyx_L2;
3819
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3820
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3821
3822
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":854 */
3823
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3824
3825
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":856 */
3826
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3827
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
3432
3828
Py_DECREF(((PyObject *)__pyx_v_odfnum));
3433
__pyx_v_odfnum = ((PyArrayObject *)__pyx_1);
3434
Py_DECREF(__pyx_1); __pyx_1 = 0;
3829
__pyx_v_odfnum = ((PyArrayObject *)__pyx_3);
3830
Py_DECREF(__pyx_3); __pyx_3 = 0;
3435
3831
3436
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":755 */
3437
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3438
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
3832
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":857 */
3833
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3834
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
3439
3835
Py_DECREF(((PyObject *)__pyx_v_odfden));
3440
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3441
Py_DECREF(__pyx_1); __pyx_1 = 0;
3836
__pyx_v_odfden = ((PyArrayObject *)__pyx_2);
3837
Py_DECREF(__pyx_2); __pyx_2 = 0;
3442
3838
3443
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":756 */
3444
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 756; goto __pyx_L1;}
3445
__pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 756; goto __pyx_L1;}
3446
Py_DECREF(__pyx_1); __pyx_1 = 0;
3447
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 756; goto __pyx_L1;}
3448
__pyx_3 = PyObject_GetAttr(__pyx_1, __pyx_n_less_equal); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 756; goto __pyx_L1;}
3449
Py_DECREF(__pyx_1); __pyx_1 = 0;
3450
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3451
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3839
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":858 */
3840
__pyx_3 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 858; goto __pyx_L1;}
3841
__pyx_2 = PyObject_GetAttr(__pyx_3, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 858; goto __pyx_L1;}
3842
Py_DECREF(__pyx_3); __pyx_3 = 0;
3843
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3844
__pyx_4 = PyObject_GetAttr(__pyx_3, __pyx_n_less_equal); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 858; goto __pyx_L1;}
3845
Py_DECREF(__pyx_3); __pyx_3 = 0;
3846
__pyx_3 = PyFloat_FromDouble(0.0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 858; goto __pyx_L1;}
3847
__pyx_5 = PyTuple_New(2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 858; goto __pyx_L1;}
3452
3848
Py_INCREF(((PyObject *)__pyx_v_odfnum));
3453
PyTuple_SET_ITEM(__pyx_4, 0, ((PyObject *)__pyx_v_odfnum));
3454
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_1);
3455
__pyx_1 = 0;
3456
__pyx_1 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 756; goto __pyx_L1;}
3457
Py_DECREF(__pyx_3); __pyx_3 = 0;
3849
PyTuple_SET_ITEM(__pyx_5, 0, ((PyObject *)__pyx_v_odfnum));
3850
PyTuple_SET_ITEM(__pyx_5, 1, __pyx_3);
3851
__pyx_3 = 0;
3852
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3458
3853
Py_DECREF(__pyx_4); __pyx_4 = 0;
3459
__pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 756; goto __pyx_L1;}
3460
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_1);
3461
__pyx_1 = 0;
3462
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3854
Py_DECREF(__pyx_5); __pyx_5 = 0;
3855
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3856
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_3);
3857
__pyx_3 = 0;
3858
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3463
3859
Py_DECREF(__pyx_2); __pyx_2 = 0;
3464
Py_DECREF(__pyx_3); __pyx_3 = 0;
3465
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3466
3860
Py_DECREF(__pyx_4); __pyx_4 = 0;
3467
if (__pyx_5) {
3468
3469
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":757 */
3470
__pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 757; goto __pyx_L1;}
3471
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 757; goto __pyx_L1;}
3472
Py_INCREF(__pyx_k79p);
3473
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k79p);
3474
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3475
Py_DECREF(__pyx_1); __pyx_1 = 0;
3861
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3862
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3863
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3864
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3865
Py_INCREF(__pyx_k89p);
3866
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3867
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3868
Py_DECREF(__pyx_3); __pyx_3 = 0;
3869
__Pyx_Raise(__pyx_2, 0, 0);
3476
3870
Py_DECREF(__pyx_2); __pyx_2 = 0;
3477
__Pyx_Raise(__pyx_3, 0, 0);
3478
Py_DECREF(__pyx_3); __pyx_3 = 0;
3479
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3480
goto __pyx_L2;
3871
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 859; goto __pyx_L1;}
3872
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3481
3873
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3482
__pyx_L2:;
3874
__pyx_L5:;
3483
3875
3484
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":758 */
3485
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3486
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3876
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3877
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3878
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3487
3879
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3488
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3489
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3490
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3491
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3492
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3880
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3881
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3882
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3883
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3884
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3493
3885
Py_INCREF(((PyObject *)__pyx_v_odfden));
3494
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3495
PyTuple_SET_ITEM(__pyx_2, 1, __pyx_4);
3496
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3497
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3498
Py_DECREF(__pyx_3); __pyx_3 = 0;
3499
Py_DECREF(__pyx_2); __pyx_2 = 0;
3500
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3501
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3502
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3503
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3504
Py_DECREF(__pyx_1); __pyx_1 = 0;
3505
Py_DECREF(__pyx_3); __pyx_3 = 0;
3506
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3507
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3508
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3509
3510
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":759 */
3511
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3512
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3513
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3514
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3515
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3886
PyTuple_SET_ITEM(__pyx_3, 0, ((PyObject *)__pyx_v_odfden));
3887
PyTuple_SET_ITEM(__pyx_3, 1, __pyx_4);
3888
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3889
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3890
Py_DECREF(__pyx_2); __pyx_2 = 0;
3891
Py_DECREF(__pyx_3); __pyx_3 = 0;
3892
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3893
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_4);
3894
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3895
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3896
Py_DECREF(__pyx_5); __pyx_5 = 0;
3897
Py_DECREF(__pyx_2); __pyx_2 = 0;
3898
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3899
Py_DECREF(__pyx_3); __pyx_3 = 0;
3900
if (__pyx_1) {
3901
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3902
Py_INCREF(__pyx_k90p);
3903
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_k90p);
3904
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3516
3905
Py_DECREF(__pyx_4); __pyx_4 = 0;
3517
Py_DECREF(__pyx_1); __pyx_1 = 0;
3518
__Pyx_Raise(__pyx_3, 0, 0);
3519
Py_DECREF(__pyx_3); __pyx_3 = 0;
3520
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 759; goto __pyx_L1;}
3521
goto __pyx_L3;
3906
__Pyx_Raise(__pyx_5, 0, 0);
3907
Py_DECREF(__pyx_5); __pyx_5 = 0;
3908
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 861; goto __pyx_L1;}
3909
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3522
3910
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3523
__pyx_L3:;
3911
__pyx_L6:;
3524
3912
3525
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":760 */
3526
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3913
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":862 */
3914
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3527
3915
__pyx_r = __pyx_2;
3528
3916
__pyx_2 = 0;
3529
3917
goto __pyx_L0;
3531
3919
__pyx_r = Py_None; Py_INCREF(Py_None);
3532
3920
goto __pyx_L0;
3533
3921
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3534
Py_XDECREF(__pyx_1);
3535
3922
Py_XDECREF(__pyx_2);
3536
3923
Py_XDECREF(__pyx_3);
3537
3924
Py_XDECREF(__pyx_4);
3925
Py_XDECREF(__pyx_5);
3538
3926
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3539
3927
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3540
3928
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3549
3937
3550
3938
static PyObject *__pyx_n_less;
3551
3939
3552
static PyObject *__pyx_k81p;
3553
static PyObject *__pyx_k82p;
3554
static PyObject *__pyx_k83p;
3940
static PyObject *__pyx_k91p;
3941
static PyObject *__pyx_k92p;
3942
static PyObject *__pyx_k93p;
3943
static PyObject *__pyx_k94p;
3944
static PyObject *__pyx_k95p;
3945
static PyObject *__pyx_k96p;
3555
3946
3556
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3557
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3558
static char (__pyx_k83[]) = "nonc < 0";
3947
static char __pyx_k91[] = "dfnum <= 1";
3948
static char __pyx_k92[] = "dfden <= 0";
3949
static char __pyx_k93[] = "nonc < 0";
3950
static char __pyx_k94[] = "dfnum <= 1";
3951
static char __pyx_k95[] = "dfden <= 0";
3952
static char __pyx_k96[] = "nonc < 0";
3559
3953
3560
3954
static PyObject *__pyx_f_6mtrand_11RandomState_noncentral_f(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
3561
3955
static char __pyx_doc_6mtrand_11RandomState_noncentral_f[] = "Noncentral F distribution.\n\n noncentral_f(dfnum, dfden, nonc, size=None) -> random values\n ";
3567
3961
PyArrayObject *__pyx_v_odfnum;
3568
3962
PyArrayObject *__pyx_v_odfden;
3569
3963
PyArrayObject *__pyx_v_ononc;
3964
double __pyx_v_fdfnum;
3965
double __pyx_v_fdfden;
3966
double __pyx_v_fnonc;
3570
3967
PyObject *__pyx_r;
3571
PyObject *__pyx_1 = 0;
3968
int __pyx_1;
3572
3969
PyObject *__pyx_2 = 0;
3573
3970
PyObject *__pyx_3 = 0;
3574
3971
PyObject *__pyx_4 = 0;
3575
int __pyx_5;
3972
PyObject *__pyx_5 = 0;
3576
3973
static char *__pyx_argnames[] = {"dfnum","dfden","nonc","size",0};
3577
3974
__pyx_v_size = __pyx_k25;
3578
3975
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "OOO|O", __pyx_argnames, &__pyx_v_dfnum, &__pyx_v_dfden, &__pyx_v_nonc, &__pyx_v_size)) return 0;
3585
3982
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3586
3983
__pyx_v_ononc = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
3587
3984
3588
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":770 */
3589
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3590
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
3985
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":872 */
3986
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3987
3988
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":873 */
3989
__pyx_v_fdfden = PyFloat_AsDouble(__pyx_v_dfden);
3990
3991
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":874 */
3992
__pyx_v_fnonc = PyFloat_AsDouble(__pyx_v_nonc);
3993
3994
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":875 */
3995
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3996
if (__pyx_1) {
3997
3998
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":876 */
3999
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4000
if (__pyx_1) {
4001
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 877; goto __pyx_L1;}
4002
Py_INCREF(__pyx_k91p);
4003
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k91p);
4004
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4005
Py_DECREF(__pyx_2); __pyx_2 = 0;
4006
__Pyx_Raise(__pyx_3, 0, 0);
4007
Py_DECREF(__pyx_3); __pyx_3 = 0;
4008
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 877; goto __pyx_L1;}
4009
goto __pyx_L3;
4010
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4011
__pyx_L3:;
4012
4013
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":878 */
4014
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4015
if (__pyx_1) {
4016
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 879; goto __pyx_L1;}
4017
Py_INCREF(__pyx_k92p);
4018
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k92p);
4019
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4020
Py_DECREF(__pyx_2); __pyx_2 = 0;
4021
__Pyx_Raise(__pyx_3, 0, 0);
4022
Py_DECREF(__pyx_3); __pyx_3 = 0;
4023
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 879; goto __pyx_L1;}
4024
goto __pyx_L4;
4025
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4026
__pyx_L4:;
4027
4028
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":880 */
4029
__pyx_1 = (__pyx_v_fnonc < 0);
4030
if (__pyx_1) {
4031
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 881; goto __pyx_L1;}
4032
Py_INCREF(__pyx_k93p);
4033
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k93p);
4034
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 881; goto __pyx_L1;}
4035
Py_DECREF(__pyx_2); __pyx_2 = 0;
4036
__Pyx_Raise(__pyx_3, 0, 0);
4037
Py_DECREF(__pyx_3); __pyx_3 = 0;
4038
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 881; goto __pyx_L1;}
4039
goto __pyx_L5;
4040
}
4041
__pyx_L5:;
4042
4043
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":882 */
4044
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4045
__pyx_r = __pyx_2;
4046
__pyx_2 = 0;
4047
goto __pyx_L0;
4048
goto __pyx_L2;
4049
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4050
__pyx_L2:;
4051
4052
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":885 */
4053
PyErr_Clear();
4054
4055
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":887 */
4056
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4057
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
3591
4058
Py_DECREF(((PyObject *)__pyx_v_odfnum));
3592
__pyx_v_odfnum = ((PyArrayObject *)__pyx_1);
3593
Py_DECREF(__pyx_1); __pyx_1 = 0;
4059
__pyx_v_odfnum = ((PyArrayObject *)__pyx_3);
4060
Py_DECREF(__pyx_3); __pyx_3 = 0;
3594
4061
3595
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":771 */
3596
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3597
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
4062
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":888 */
4063
__pyx_2 = PyArray_FROM_OTF(__pyx_v_dfden,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 888; goto __pyx_L1;}
4064
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
3598
4065
Py_DECREF(((PyObject *)__pyx_v_odfden));
3599
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3600
Py_DECREF(__pyx_1); __pyx_1 = 0;
4066
__pyx_v_odfden = ((PyArrayObject *)__pyx_2);
4067
Py_DECREF(__pyx_2); __pyx_2 = 0;
3601
4068
3602
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":772 */
3603
__pyx_1 = PyArray_FROM_OTF(__pyx_v_nonc,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 772; goto __pyx_L1;}
3604
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
4069
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":889 */
4070
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4071
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
3605
4072
Py_DECREF(((PyObject *)__pyx_v_ononc));
3606
__pyx_v_ononc = ((PyArrayObject *)__pyx_1);
3607
Py_DECREF(__pyx_1); __pyx_1 = 0;
4073
__pyx_v_ononc = ((PyArrayObject *)__pyx_3);
4074
Py_DECREF(__pyx_3); __pyx_3 = 0;
3608
4075
3609
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":774 */
3610
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 774; goto __pyx_L1;}
3611
__pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 774; goto __pyx_L1;}
3612
Py_DECREF(__pyx_1); __pyx_1 = 0;
3613
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3614
__pyx_3 = PyObject_GetAttr(__pyx_1, __pyx_n_less_equal); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 774; goto __pyx_L1;}
3615
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3616
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3617
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4076
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":891 */
4077
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4078
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4079
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4080
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4081
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4082
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4084
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3618
4085
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3619
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3621
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3622
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3623
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3624
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3626
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3627
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3628
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3629
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3630
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3631
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3632
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3633
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3635
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3636
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3637
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3638
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3639
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3640
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3641
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4086
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4087
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4088
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4089
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4090
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4093
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4094
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4095
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4096
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4097
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4098
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4099
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4100
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4101
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4102
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4105
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3643
4106
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4107
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3645
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3646
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4108
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4109
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3647
4110
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3648
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4111
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3649
4112
3650
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":776 */
3651
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3652
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4113
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4114
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4115
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3653
4116
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3654
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3655
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4117
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4118
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3656
4119
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3657
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3658
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4120
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4121
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3659
4122
Py_INCREF(((PyObject *)__pyx_v_odfden));
3660
4123
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3661
4124
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3662
4125
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3663
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4126
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3664
4127
Py_DECREF(__pyx_3); __pyx_3 = 0;
3665
4128
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3666
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4129
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3667
4130
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_4);
3668
4131
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3669
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3670
Py_DECREF(__pyx_1); __pyx_1 = 0;
4132
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4133
Py_DECREF(__pyx_5); __pyx_5 = 0;
3671
4134
Py_DECREF(__pyx_3); __pyx_3 = 0;
3672
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4135
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3673
4136
Py_DECREF(__pyx_2); __pyx_2 = 0;
3674
if (__pyx_5) {
3675
3676
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":777 */
3677
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3678
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3679
Py_INCREF(__pyx_k82p);
3680
PyTuple_SET_ITEM(__pyx_1, 0, __pyx_k82p);
3681
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4137
if (__pyx_1) {
4138
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4139
Py_INCREF(__pyx_k95p);
4140
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4141
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3682
4142
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3683
Py_DECREF(__pyx_1); __pyx_1 = 0;
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__Pyx_Raise(__pyx_3, 0, 0);
3685
Py_DECREF(__pyx_3); __pyx_3 = 0;
3686
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 777; goto __pyx_L1;}
3687
goto __pyx_L3;
4143
__Pyx_Raise(__pyx_5, 0, 0);
4144
Py_DECREF(__pyx_5); __pyx_5 = 0;
4145
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 894; goto __pyx_L1;}
4146
goto __pyx_L7;
3688
4147
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3689
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4148
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3690
4149
3691
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":778 */
3692
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3693
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3694
Py_DECREF(__pyx_2); __pyx_2 = 0;
3695
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3696
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3697
Py_DECREF(__pyx_1); __pyx_1 = 0;
3698
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3699
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4150
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4151
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4152
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4153
Py_DECREF(__pyx_3); __pyx_3 = 0;
4154
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4155
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4156
Py_DECREF(__pyx_4); __pyx_4 = 0;
4157
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4158
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3700
4159
Py_INCREF(((PyObject *)__pyx_v_ononc));
3701
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3702
PyTuple_SET_ITEM(__pyx_1, 1, __pyx_2);
3703
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3704
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3705
Py_DECREF(__pyx_3); __pyx_3 = 0;
3706
Py_DECREF(__pyx_1); __pyx_1 = 0;
3707
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3708
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_2);
3709
__pyx_2 = 0;
3710
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3711
Py_DECREF(__pyx_4); __pyx_4 = 0;
3712
Py_DECREF(__pyx_3); __pyx_3 = 0;
3713
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3714
Py_DECREF(__pyx_1); __pyx_1 = 0;
3715
if (__pyx_5) {
3716
3717
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":779 */
3718
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3719
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3720
Py_INCREF(__pyx_k83p);
3721
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_k83p);
3722
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4160
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4161
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_3);
4162
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4163
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4164
Py_DECREF(__pyx_5); __pyx_5 = 0;
4165
Py_DECREF(__pyx_4); __pyx_4 = 0;
4166
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4167
PyTuple_SET_ITEM(__pyx_5, 0, __pyx_3);
4168
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4169
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4170
Py_DECREF(__pyx_2); __pyx_2 = 0;
4171
Py_DECREF(__pyx_5); __pyx_5 = 0;
4172
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4173
Py_DECREF(__pyx_4); __pyx_4 = 0;
4174
if (__pyx_1) {
4175
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4176
Py_INCREF(__pyx_k96p);
4177
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_k96p);
4178
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4179
Py_DECREF(__pyx_3); __pyx_3 = 0;
4180
__Pyx_Raise(__pyx_2, 0, 0);
3723
4181
Py_DECREF(__pyx_2); __pyx_2 = 0;
3724
Py_DECREF(__pyx_4); __pyx_4 = 0;
3725
__Pyx_Raise(__pyx_3, 0, 0);
3726
Py_DECREF(__pyx_3); __pyx_3 = 0;
3727
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 779; goto __pyx_L1;}
3728
goto __pyx_L4;
4182
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 896; goto __pyx_L1;}
4183
goto __pyx_L8;
3729
4184
}
3730
__pyx_L4:;
4185
__pyx_L8:;
3731
4186
3732
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":780 */
3733
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3734
__pyx_r = __pyx_1;
3735
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4187
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":897 */
4188
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4189
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4190
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3736
4191
goto __pyx_L0;
3737
4192
3738
4193
__pyx_r = Py_None; Py_INCREF(Py_None);
3739
4194
goto __pyx_L0;
3740
4195
__pyx_L1:;
3741
Py_XDECREF(__pyx_1);
3742
4196
Py_XDECREF(__pyx_2);
3743
4197
Py_XDECREF(__pyx_3);
3744
4198
Py_XDECREF(__pyx_4);
4199
Py_XDECREF(__pyx_5);
3745
4200
__Pyx_AddTraceback("mtrand.RandomState.noncentral_f");
3746
4201
__pyx_r = 0;
3747
4202
__pyx_L0:;
3756
4211
return __pyx_r;
3757
4212
}
3758
4213
3759
static PyObject *__pyx_k84p;
4214
static PyObject *__pyx_k97p;
4215
static PyObject *__pyx_k98p;
3760
4216
3761
static char (__pyx_k84[]) = "df <= 0";
4217
static char __pyx_k97[] = "df <= 0";
4218
static char __pyx_k98[] = "df <= 0";
3762
4219
3763
4220
static PyObject *__pyx_f_6mtrand_11RandomState_chisquare(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
3764
4221
static char __pyx_doc_6mtrand_11RandomState_chisquare[] = "Chi^2 distribution.\n\n chisquare(df, size=None) -> random values\n ";
3766
4223
PyObject *__pyx_v_df = 0;
3767
4224
PyObject *__pyx_v_size = 0;
3768
4225
PyArrayObject *__pyx_v_odf;
4226
double __pyx_v_fdf;
3769
4227
PyObject *__pyx_r;
3770
PyObject *__pyx_1 = 0;
4228
int __pyx_1;
3771
4229
PyObject *__pyx_2 = 0;
3772
4230
PyObject *__pyx_3 = 0;
3773
4231
PyObject *__pyx_4 = 0;
3774
int __pyx_5;
4232
PyObject *__pyx_5 = 0;
3775
4233
static char *__pyx_argnames[] = {"df","size",0};
3776
4234
__pyx_v_size = __pyx_k26;
3777
4235
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "O|O", __pyx_argnames, &__pyx_v_df, &__pyx_v_size)) return 0;
3780
4238
Py_INCREF(__pyx_v_size);
3781
4239
__pyx_v_odf = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
3782
4240
3783
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":789 */
3784
__pyx_1 = PyArray_FROM_OTF(__pyx_v_df,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 789; goto __pyx_L1;}
3785
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
4241
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":908 */
4242
__pyx_v_fdf = PyFloat_AsDouble(__pyx_v_df);
4243
4244
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":909 */
4245
__pyx_1 = (!PyErr_Occurred());
4246
if (__pyx_1) {
4247
4248
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":910 */
4249
__pyx_1 = (__pyx_v_fdf <= 0);
4250
if (__pyx_1) {
4251
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 911; goto __pyx_L1;}
4252
Py_INCREF(__pyx_k97p);
4253
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k97p);
4254
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 911; goto __pyx_L1;}
4255
Py_DECREF(__pyx_2); __pyx_2 = 0;
4256
__Pyx_Raise(__pyx_3, 0, 0);
4257
Py_DECREF(__pyx_3); __pyx_3 = 0;
4258
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 911; goto __pyx_L1;}
4259
goto __pyx_L3;
4260
}
4261
__pyx_L3:;
4262
4263
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":912 */
4264
__pyx_2 = __pyx_f_6mtrand_cont1_array_sc(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_chisquare,__pyx_v_size,__pyx_v_fdf); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 912; goto __pyx_L1;}
4265
__pyx_r = __pyx_2;
4266
__pyx_2 = 0;
4267
goto __pyx_L0;
4268
goto __pyx_L2;
4269
}
4270
__pyx_L2:;
4271
4272
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":914 */
4273
PyErr_Clear();
4274
4275
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":916 */
4276
__pyx_3 = PyArray_FROM_OTF(__pyx_v_df,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 916; goto __pyx_L1;}
4277
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
3786
4278
Py_DECREF(((PyObject *)__pyx_v_odf));
3787
__pyx_v_odf = ((PyArrayObject *)__pyx_1);
3788
Py_DECREF(__pyx_1); __pyx_1 = 0;
4279
__pyx_v_odf = ((PyArrayObject *)__pyx_3);
4280
Py_DECREF(__pyx_3); __pyx_3 = 0;
3789
4281
3790
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":790 */
3791
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 790; goto __pyx_L1;}
3792
__pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 790; goto __pyx_L1;}
3793
Py_DECREF(__pyx_1); __pyx_1 = 0;
3794
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 790; goto __pyx_L1;}
3795
__pyx_3 = PyObject_GetAttr(__pyx_1, __pyx_n_less_equal); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 790; goto __pyx_L1;}
3796
Py_DECREF(__pyx_1); __pyx_1 = 0;
3797
__pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 790; goto __pyx_L1;}
3798
__pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 790; goto __pyx_L1;}
4282
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":917 */
4283
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 917; goto __pyx_L1;}
4284
__pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_any); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 917; goto __pyx_L1;}
4285
Py_DECREF(__pyx_2); __pyx_2 = 0;
4286
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 917; goto __pyx_L1;}
4287
__pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_less_equal); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 917; goto __pyx_L1;}
4288
Py_DECREF(__pyx_2); __pyx_2 = 0;
4289
__pyx_2 = PyFloat_FromDouble(0.0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 917; goto __pyx_L1;}
4290
__pyx_5 = PyTuple_New(2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 917; goto __pyx_L1;}
3799
4291
Py_INCREF(((PyObject *)__pyx_v_odf));
3800
PyTuple_SET_ITEM(__pyx_4, 0, ((PyObject *)__pyx_v_odf));
3801
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_1);
3802
__pyx_1 = 0;
3803
__pyx_1 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 790; goto __pyx_L1;}
3804
Py_DECREF(__pyx_3); __pyx_3 = 0;
3805
Py_DECREF(__pyx_4); __pyx_4 = 0;
3806
__pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 790; goto __pyx_L1;}
3807
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_1);
3808
__pyx_1 = 0;
3809
__pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 790; goto __pyx_L1;}
3810
Py_DECREF(__pyx_2); __pyx_2 = 0;
3811
Py_DECREF(__pyx_3); __pyx_3 = 0;
3812
__pyx_5 = PyObject_IsTrue(__pyx_4); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 790; goto __pyx_L1;}
3813
Py_DECREF(__pyx_4); __pyx_4 = 0;
3814
if (__pyx_5) {
3815
3816
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":791 */
3817
__pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 791; goto __pyx_L1;}
3818
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 791; goto __pyx_L1;}
3819
Py_INCREF(__pyx_k84p);
3820
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k84p);
3821
__pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 791; goto __pyx_L1;}
3822
Py_DECREF(__pyx_1); __pyx_1 = 0;
4292
PyTuple_SET_ITEM(__pyx_5, 0, ((PyObject *)__pyx_v_odf));
4293
PyTuple_SET_ITEM(__pyx_5, 1, __pyx_2);
4294
__pyx_2 = 0;
4295
__pyx_2 = PyObject_CallObject(__pyx_4, __pyx_5); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 917; goto __pyx_L1;}
4296
Py_DECREF(__pyx_4); __pyx_4 = 0;
4297
Py_DECREF(__pyx_5); __pyx_5 = 0;
4298
__pyx_4 = PyTuple_New(1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 917; goto __pyx_L1;}
4299
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_2);
4300
__pyx_2 = 0;
4301
__pyx_5 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 917; goto __pyx_L1;}
4302
Py_DECREF(__pyx_3); __pyx_3 = 0;
4303
Py_DECREF(__pyx_4); __pyx_4 = 0;
4304
__pyx_1 = PyObject_IsTrue(__pyx_5); if (__pyx_1 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 917; goto __pyx_L1;}
4305
Py_DECREF(__pyx_5); __pyx_5 = 0;
4306
if (__pyx_1) {
4307
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 918; goto __pyx_L1;}
4308
Py_INCREF(__pyx_k98p);
4309
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k98p);
4310
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 918; goto __pyx_L1;}
3823
4311
Py_DECREF(__pyx_2); __pyx_2 = 0;
3824
4312
__Pyx_Raise(__pyx_3, 0, 0);
3825
4313
Py_DECREF(__pyx_3); __pyx_3 = 0;
3826
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 791; goto __pyx_L1;}
3827
goto __pyx_L2;
4314
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 918; goto __pyx_L1;}
4315
goto __pyx_L4;
3828
4316
}
3829
__pyx_L2:;
4317
__pyx_L4:;
3830
4318
3831
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":792 */
3832
__pyx_4 = __pyx_f_6mtrand_cont1_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_chisquare,__pyx_v_size,__pyx_v_odf); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 792; goto __pyx_L1;}
4319
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":919 */
4320
__pyx_4 = __pyx_f_6mtrand_cont1_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_chisquare,__pyx_v_size,__pyx_v_odf); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 919; goto __pyx_L1;}
3833
4321
__pyx_r = __pyx_4;
3834
4322
__pyx_4 = 0;
3835
4323
goto __pyx_L0;
3837
4325
__pyx_r = Py_None; Py_INCREF(Py_None);
3838
4326
goto __pyx_L0;
3839
4327
__pyx_L1:;
3840
Py_XDECREF(__pyx_1);
3841
4328
Py_XDECREF(__pyx_2);
3842
4329
Py_XDECREF(__pyx_3);
3843
4330
Py_XDECREF(__pyx_4);
4331
Py_XDECREF(__pyx_5);
3844
4332
__Pyx_AddTraceback("mtrand.RandomState.chisquare");
3845
4333
__pyx_r = 0;
3846
4334
__pyx_L0:;
3851
4339
return __pyx_r;
3852
4340
}
3853
4341
3854
static PyObject *__pyx_k85p;
3855
static PyObject *__pyx_k86p;
4342
static PyObject *__pyx_k99p;
4343
static PyObject *__pyx_k100p;
4344
static PyObject *__pyx_k101p;
4345
static PyObject *__pyx_k102p;
3856
4346
3857
static char (__pyx_k85[]) = "df <= 1";
3858
static char (__pyx_k86[]) = "nonc < 0";
4347
static char __pyx_k99[] = "df <= 0";
4348
static char __pyx_k100[] = "nonc <= 0";
4349
static char __pyx_k101[] = "df <= 1";
4350
static char __pyx_k102[] = "nonc < 0";
3859
4351
3860
4352
static PyObject *__pyx_f_6mtrand_11RandomState_noncentral_chisquare(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
3861
4353
static char __pyx_doc_6mtrand_11RandomState_noncentral_chisquare[] = "Noncentral Chi^2 distribution.\n\n noncentral_chisquare(df, nonc, size=None) -> random values\n ";
3865
4357
PyObject *__pyx_v_size = 0;
3866
4358
PyArrayObject *__pyx_v_odf;
3867
4359
PyArrayObject *__pyx_v_ononc;
4360
double __pyx_v_fdf;
4361
double __pyx_v_fnonc;
3868
4362
PyObject *__pyx_r;
3869
PyObject *__pyx_1 = 0;
4363
int __pyx_1;
3870
4364
PyObject *__pyx_2 = 0;
3871
4365
PyObject *__pyx_3 = 0;
3872
4366
PyObject *__pyx_4 = 0;
3873
int __pyx_5;
4367
PyObject *__pyx_5 = 0;
3874
4368
static char *__pyx_argnames[] = {"df","nonc","size",0};
3875
4369
__pyx_v_size = __pyx_k27;
3876
4370
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "OO|O", __pyx_argnames, &__pyx_v_df, &__pyx_v_nonc, &__pyx_v_size)) return 0;
3881
4375
__pyx_v_odf = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
3882
4376
__pyx_v_ononc = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
3883
4377
3884
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":801 */
3885
__pyx_1 = PyArray_FROM_OTF(__pyx_v_df,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 801; goto __pyx_L1;}
3886
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
4378
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":928 */
4379
__pyx_v_fdf = PyFloat_AsDouble(__pyx_v_df);
4380
4381
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":929 */
4382
__pyx_v_fnonc = PyFloat_AsDouble(__pyx_v_nonc);
4383
4384
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":930 */
4385
__pyx_1 = (!PyErr_Occurred());
4386
if (__pyx_1) {
4387
4388
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":931 */
4389
__pyx_1 = (__pyx_v_fdf <= 1);
4390
if (__pyx_1) {
4391
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 932; goto __pyx_L1;}
4392
Py_INCREF(__pyx_k99p);
4393
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k99p);
4394
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 932; goto __pyx_L1;}
4395
Py_DECREF(__pyx_2); __pyx_2 = 0;
4396
__Pyx_Raise(__pyx_3, 0, 0);
4397
Py_DECREF(__pyx_3); __pyx_3 = 0;
4398
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 932; goto __pyx_L1;}
4399
goto __pyx_L3;
4400
}
4401
__pyx_L3:;
4402
4403
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":933 */
4404
__pyx_1 = (__pyx_v_fnonc <= 0);
4405
if (__pyx_1) {
4406
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 934; goto __pyx_L1;}
4407
Py_INCREF(__pyx_k100p);
4408
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k100p);
4409
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 934; goto __pyx_L1;}
4410
Py_DECREF(__pyx_2); __pyx_2 = 0;
4411
__Pyx_Raise(__pyx_3, 0, 0);
4412
Py_DECREF(__pyx_3); __pyx_3 = 0;
4413
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 934; goto __pyx_L1;}
4414
goto __pyx_L4;
4415
}
4416
__pyx_L4:;
4417
4418
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":935 */
4419
__pyx_2 = __pyx_f_6mtrand_cont2_array_sc(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_noncentral_chisquare,__pyx_v_size,__pyx_v_fdf,__pyx_v_fnonc); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 935; goto __pyx_L1;}
4420
__pyx_r = __pyx_2;
4421
__pyx_2 = 0;
4422
goto __pyx_L0;
4423
goto __pyx_L2;
4424
}
4425
__pyx_L2:;
4426
4427
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":938 */
4428
PyErr_Clear();
4429
4430
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":940 */
4431
__pyx_3 = PyArray_FROM_OTF(__pyx_v_df,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 940; goto __pyx_L1;}
4432
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
3887
4433
Py_DECREF(((PyObject *)__pyx_v_odf));
3888
__pyx_v_odf = ((PyArrayObject *)__pyx_1);
3889
Py_DECREF(__pyx_1); __pyx_1 = 0;
4434
__pyx_v_odf = ((PyArrayObject *)__pyx_3);
4435
Py_DECREF(__pyx_3); __pyx_3 = 0;
3890
4436
3891
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":802 */
3892
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3893
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4453
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4458
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3916
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4461
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4462
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4463
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4464
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3919
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4465
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3924
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3930
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4476
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4480
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4484
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4486
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4487
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4488
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4489
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3948
4490
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3949
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3951
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3952
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3953
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3956
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3957
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3958
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3959
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3960
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3962
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3965
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3966
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3967
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3970
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4498
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4499
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4500
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4501
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4502
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4503
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4504
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4505
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4506
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4507
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4508
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4509
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3971
4510
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3972
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3974
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3975
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3976
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4511
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4512
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4513
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4514
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3977
4515
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4516
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3979
4517
3980
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3981
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4518
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4519
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3982
4520
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3983
4521
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3984
4522
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3986
4524
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3987
4525
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3988
4526
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3989
Py_XDECREF(__pyx_1);
3990
4527
Py_XDECREF(__pyx_2);
3991
4528
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3992
4529
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4530
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3993
4531
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3994
4532
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3995
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4551
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4552
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4015
4553
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4016
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/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":815 */
4018
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4554
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4019
4555
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4020
4556
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4021
4557
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4032
4568
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4033
4569
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4034
4570
4035
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4571
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4036
4573
4037
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4574
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4575
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4038
4576
4039
4577
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4040
4578
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4580
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4043
4581
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4044
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double __pyx_v_fdf;
4045
4584
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4586
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4048
4587
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4588
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4590
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4591
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4592
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4059
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4060
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4600
4601
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4602
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4604
4605
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4612
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__Pyx_Raise(__pyx_3, 0, 0);
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{__pyx_filename = __pyx_f[0]; __pyx_lineno = 967; goto __pyx_L1;}
4616
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4617
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4618
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4619
4620
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":968 */
4621
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4622
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4623
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4624
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4625
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4626
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4627
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4628
4629
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":970 */
4630
PyErr_Clear();
4631
4632
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4633
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4634
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
4062
4635
Py_DECREF(((PyObject *)__pyx_v_odf));
4063
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4064
Py_DECREF(__pyx_1); __pyx_1 = 0;
4636
__pyx_v_odf = ((PyArrayObject *)__pyx_3);
4637
Py_DECREF(__pyx_3); __pyx_3 = 0;
4065
4638
4066
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":824 */
4067
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4068
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4069
Py_DECREF(__pyx_1); __pyx_1 = 0;
4070
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4071
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4072
Py_DECREF(__pyx_1); __pyx_1 = 0;
4073
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4074
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4639
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":973 */
4640
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4641
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4642
Py_DECREF(__pyx_2); __pyx_2 = 0;
4643
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4644
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4645
Py_DECREF(__pyx_2); __pyx_2 = 0;
4646
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4647
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4075
4648
Py_INCREF(((PyObject *)__pyx_v_odf));
4076
PyTuple_SET_ITEM(__pyx_4, 0, ((PyObject *)__pyx_v_odf));
4077
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_1);
4078
__pyx_1 = 0;
4079
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4080
Py_DECREF(__pyx_3); __pyx_3 = 0;
4081
Py_DECREF(__pyx_4); __pyx_4 = 0;
4082
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4083
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_1);
4084
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4085
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4086
Py_DECREF(__pyx_2); __pyx_2 = 0;
4087
Py_DECREF(__pyx_3); __pyx_3 = 0;
4088
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4089
Py_DECREF(__pyx_4); __pyx_4 = 0;
4090
if (__pyx_5) {
4091
4092
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":825 */
4093
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4094
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4095
Py_INCREF(__pyx_k87p);
4096
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k87p);
4097
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4098
Py_DECREF(__pyx_1); __pyx_1 = 0;
4649
PyTuple_SET_ITEM(__pyx_5, 0, ((PyObject *)__pyx_v_odf));
4650
PyTuple_SET_ITEM(__pyx_5, 1, __pyx_2);
4651
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4652
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4653
Py_DECREF(__pyx_4); __pyx_4 = 0;
4654
Py_DECREF(__pyx_5); __pyx_5 = 0;
4655
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4656
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_2);
4657
__pyx_2 = 0;
4658
__pyx_5 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 973; goto __pyx_L1;}
4659
Py_DECREF(__pyx_3); __pyx_3 = 0;
4660
Py_DECREF(__pyx_4); __pyx_4 = 0;
4661
__pyx_1 = PyObject_IsTrue(__pyx_5); if (__pyx_1 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 973; goto __pyx_L1;}
4662
Py_DECREF(__pyx_5); __pyx_5 = 0;
4663
if (__pyx_1) {
4664
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4665
Py_INCREF(__pyx_k104p);
4666
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k104p);
4667
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4099
4668
Py_DECREF(__pyx_2); __pyx_2 = 0;
4100
4669
__Pyx_Raise(__pyx_3, 0, 0);
4101
4670
Py_DECREF(__pyx_3); __pyx_3 = 0;
4102
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 825; goto __pyx_L1;}
4103
goto __pyx_L2;
4671
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 974; goto __pyx_L1;}
4672
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4104
4673
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4105
__pyx_L2:;
4674
__pyx_L4:;
4106
4675
4107
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":826 */
4108
__pyx_4 = __pyx_f_6mtrand_cont1_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_standard_t,__pyx_v_size,__pyx_v_odf); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 826; goto __pyx_L1;}
4676
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":975 */
4677
__pyx_4 = __pyx_f_6mtrand_cont1_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_standard_t,__pyx_v_size,__pyx_v_odf); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 975; goto __pyx_L1;}
4109
4678
__pyx_r = __pyx_4;
4110
4679
__pyx_4 = 0;
4111
4680
goto __pyx_L0;
4113
4682
__pyx_r = Py_None; Py_INCREF(Py_None);
4114
4683
goto __pyx_L0;
4115
4684
__pyx_L1:;
4116
Py_XDECREF(__pyx_1);
4117
4685
Py_XDECREF(__pyx_2);
4118
4686
Py_XDECREF(__pyx_3);
4119
4687
Py_XDECREF(__pyx_4);
4688
Py_XDECREF(__pyx_5);
4120
4689
__Pyx_AddTraceback("mtrand.RandomState.standard_t");
4121
4690
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4122
4691
__pyx_L0:;
4127
4696
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4128
4697
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4129
4698
4130
static PyObject *__pyx_k88p;
4699
static PyObject *__pyx_k105p;
4700
static PyObject *__pyx_k106p;
4131
4701
4132
static char (__pyx_k88[]) = "kappa < 0";
4702
static char __pyx_k105[] = "kappa < 0";
4703
static char __pyx_k106[] = "kappa < 0";
4133
4704
4134
4705
static PyObject *__pyx_f_6mtrand_11RandomState_vonmises(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
4135
4706
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4139
4710
PyObject *__pyx_v_size = 0;
4140
4711
PyArrayObject *__pyx_v_omu;
4141
4712
PyArrayObject *__pyx_v_okappa;
4713
double __pyx_v_fmu;
4714
double __pyx_v_fkappa;
4142
4715
PyObject *__pyx_r;
4143
PyObject *__pyx_1 = 0;
4716
int __pyx_1;
4144
4717
PyObject *__pyx_2 = 0;
4145
4718
PyObject *__pyx_3 = 0;
4146
4719
PyObject *__pyx_4 = 0;
4147
int __pyx_5;
4720
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4148
4721
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4149
4722
__pyx_v_size = __pyx_k30;
4150
4723
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "OO|O", __pyx_argnames, &__pyx_v_mu, &__pyx_v_kappa, &__pyx_v_size)) return 0;
4155
4728
__pyx_v_omu = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
4156
4729
__pyx_v_okappa = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
4157
4730
4158
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":836 */
4159
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4160
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
4731
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":986 */
4732
__pyx_v_fmu = PyFloat_AsDouble(__pyx_v_mu);
4733
4734
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":987 */
4735
__pyx_v_fkappa = PyFloat_AsDouble(__pyx_v_kappa);
4736
4737
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":988 */
4738
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4739
if (__pyx_1) {
4740
4741
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":989 */
4742
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4743
if (__pyx_1) {
4744
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4745
Py_INCREF(__pyx_k105p);
4746
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k105p);
4747
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4748
Py_DECREF(__pyx_2); __pyx_2 = 0;
4749
__Pyx_Raise(__pyx_3, 0, 0);
4750
Py_DECREF(__pyx_3); __pyx_3 = 0;
4751
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 990; goto __pyx_L1;}
4752
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4753
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4754
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4755
4756
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":991 */
4757
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4758
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4759
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4760
goto __pyx_L0;
4761
goto __pyx_L2;
4762
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4763
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4764
4765
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":993 */
4766
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4767
4768
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":995 */
4769
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4770
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
4161
4771
Py_DECREF(((PyObject *)__pyx_v_omu));
4162
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4163
Py_DECREF(__pyx_1); __pyx_1 = 0;
4772
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4773
Py_DECREF(__pyx_3); __pyx_3 = 0;
4164
4774
4165
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":837 */
4166
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4167
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
4775
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":996 */
4776
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4777
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
4168
4778
Py_DECREF(((PyObject *)__pyx_v_okappa));
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4170
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4779
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4780
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4171
4781
4172
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":838 */
4173
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4174
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4175
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4176
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4177
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4178
Py_DECREF(__pyx_1); __pyx_1 = 0;
4179
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4180
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4782
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":997 */
4783
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4784
__pyx_2 = PyObject_GetAttr(__pyx_3, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 997; goto __pyx_L1;}
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4786
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4787
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4788
Py_DECREF(__pyx_3); __pyx_3 = 0;
4789
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4790
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4181
4791
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4182
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4184
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4185
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4186
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4792
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4794
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4795
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4187
4796
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4188
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4189
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4190
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4191
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4797
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4798
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4799
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_3);
4800
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4801
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4192
4802
Py_DECREF(__pyx_2); __pyx_2 = 0;
4193
Py_DECREF(__pyx_3); __pyx_3 = 0;
4194
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4195
4803
Py_DECREF(__pyx_4); __pyx_4 = 0;
4196
if (__pyx_5) {
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4198
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":839 */
4199
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4200
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4201
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4202
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k88p);
4203
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4204
Py_DECREF(__pyx_1); __pyx_1 = 0;
4804
__pyx_1 = PyObject_IsTrue(__pyx_5); if (__pyx_1 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 997; goto __pyx_L1;}
4805
Py_DECREF(__pyx_5); __pyx_5 = 0;
4806
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4807
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4808
Py_INCREF(__pyx_k106p);
4809
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_k106p);
4810
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4811
Py_DECREF(__pyx_3); __pyx_3 = 0;
4812
__Pyx_Raise(__pyx_2, 0, 0);
4205
4813
Py_DECREF(__pyx_2); __pyx_2 = 0;
4206
__Pyx_Raise(__pyx_3, 0, 0);
4207
Py_DECREF(__pyx_3); __pyx_3 = 0;
4208
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4209
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4814
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 998; goto __pyx_L1;}
4815
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4210
4816
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4211
__pyx_L2:;
4817
__pyx_L4:;
4212
4818
4213
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":840 */
4214
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4819
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":999 */
4820
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4215
4821
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4216
4822
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4217
4823
goto __pyx_L0;
4219
4825
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4220
4826
goto __pyx_L0;
4221
4827
__pyx_L1:;
4222
Py_XDECREF(__pyx_1);
4223
4828
Py_XDECREF(__pyx_2);
4224
4829
Py_XDECREF(__pyx_3);
4225
4830
Py_XDECREF(__pyx_4);
4831
Py_XDECREF(__pyx_5);
4226
4832
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4227
4833
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4228
4834
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4235
4841
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4236
4842
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4237
4843
4238
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4844
static PyObject *__pyx_k107p;
4845
static PyObject *__pyx_k108p;
4239
4846
4240
static char (__pyx_k89[]) = "a <= 0";
4847
static char __pyx_k107[] = "a <= 0";
4848
static char __pyx_k108[] = "a <= 0";
4241
4849
4242
4850
static PyObject *__pyx_f_6mtrand_11RandomState_pareto(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
4243
4851
static char __pyx_doc_6mtrand_11RandomState_pareto[] = "Pareto distribution.\n\n pareto(a, size=None)\n ";
4245
4853
PyObject *__pyx_v_a = 0;
4246
4854
PyObject *__pyx_v_size = 0;
4247
4855
PyArrayObject *__pyx_v_oa;
4856
double __pyx_v_fa;
4248
4857
PyObject *__pyx_r;
4249
PyObject *__pyx_1 = 0;
4858
int __pyx_1;
4250
4859
PyObject *__pyx_2 = 0;
4251
4860
PyObject *__pyx_3 = 0;
4252
4861
PyObject *__pyx_4 = 0;
4253
int __pyx_5;
4862
PyObject *__pyx_5 = 0;
4254
4863
static char *__pyx_argnames[] = {"a","size",0};
4255
4864
__pyx_v_size = __pyx_k31;
4256
4865
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "O|O", __pyx_argnames, &__pyx_v_a, &__pyx_v_size)) return 0;
4259
4868
Py_INCREF(__pyx_v_size);
4260
4869
__pyx_v_oa = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
4261
4870
4262
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":848 */
4263
__pyx_1 = PyArray_FROM_OTF(__pyx_v_a,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 848; goto __pyx_L1;}
4264
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
4871
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1009 */
4872
__pyx_v_fa = PyFloat_AsDouble(__pyx_v_a);
4873
4874
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1010 */
4875
__pyx_1 = (!PyErr_Occurred());
4876
if (__pyx_1) {
4877
4878
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1011 */
4879
__pyx_1 = (__pyx_v_fa <= 0);
4880
if (__pyx_1) {
4881
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1012; goto __pyx_L1;}
4882
Py_INCREF(__pyx_k107p);
4883
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k107p);
4884
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1012; goto __pyx_L1;}
4885
Py_DECREF(__pyx_2); __pyx_2 = 0;
4886
__Pyx_Raise(__pyx_3, 0, 0);
4887
Py_DECREF(__pyx_3); __pyx_3 = 0;
4888
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1012; goto __pyx_L1;}
4889
goto __pyx_L3;
4890
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4891
__pyx_L3:;
4892
4893
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1013 */
4894
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4895
__pyx_r = __pyx_2;
4896
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4897
goto __pyx_L0;
4898
goto __pyx_L2;
4899
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4900
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4901
4902
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1015 */
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4904
4905
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1017 */
4906
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4907
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
4265
4908
Py_DECREF(((PyObject *)__pyx_v_oa));
4266
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4267
Py_DECREF(__pyx_1); __pyx_1 = 0;
4909
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4910
Py_DECREF(__pyx_3); __pyx_3 = 0;
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4911
4269
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":849 */
4270
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4271
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4272
Py_DECREF(__pyx_1); __pyx_1 = 0;
4273
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 849; goto __pyx_L1;}
4274
__pyx_3 = PyObject_GetAttr(__pyx_1, __pyx_n_less_equal); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 849; goto __pyx_L1;}
4275
Py_DECREF(__pyx_1); __pyx_1 = 0;
4276
__pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 849; goto __pyx_L1;}
4277
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4912
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1018 */
4913
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1018; goto __pyx_L1;}
4914
__pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_any); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1018; goto __pyx_L1;}
4915
Py_DECREF(__pyx_2); __pyx_2 = 0;
4916
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1018; goto __pyx_L1;}
4917
__pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_less_equal); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1018; goto __pyx_L1;}
4918
Py_DECREF(__pyx_2); __pyx_2 = 0;
4919
__pyx_2 = PyFloat_FromDouble(0.0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1018; goto __pyx_L1;}
4920
__pyx_5 = PyTuple_New(2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1018; goto __pyx_L1;}
4278
4921
Py_INCREF(((PyObject *)__pyx_v_oa));
4279
PyTuple_SET_ITEM(__pyx_4, 0, ((PyObject *)__pyx_v_oa));
4280
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_1);
4281
__pyx_1 = 0;
4282
__pyx_1 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 849; goto __pyx_L1;}
4283
Py_DECREF(__pyx_3); __pyx_3 = 0;
4284
Py_DECREF(__pyx_4); __pyx_4 = 0;
4285
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4286
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_1);
4287
__pyx_1 = 0;
4288
__pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 849; goto __pyx_L1;}
4289
Py_DECREF(__pyx_2); __pyx_2 = 0;
4290
Py_DECREF(__pyx_3); __pyx_3 = 0;
4291
__pyx_5 = PyObject_IsTrue(__pyx_4); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 849; goto __pyx_L1;}
4292
Py_DECREF(__pyx_4); __pyx_4 = 0;
4293
if (__pyx_5) {
4294
4295
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":850 */
4296
__pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 850; goto __pyx_L1;}
4297
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 850; goto __pyx_L1;}
4298
Py_INCREF(__pyx_k89p);
4299
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k89p);
4300
__pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 850; goto __pyx_L1;}
4301
Py_DECREF(__pyx_1); __pyx_1 = 0;
4922
PyTuple_SET_ITEM(__pyx_5, 0, ((PyObject *)__pyx_v_oa));
4923
PyTuple_SET_ITEM(__pyx_5, 1, __pyx_2);
4924
__pyx_2 = 0;
4925
__pyx_2 = PyObject_CallObject(__pyx_4, __pyx_5); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1018; goto __pyx_L1;}
4926
Py_DECREF(__pyx_4); __pyx_4 = 0;
4927
Py_DECREF(__pyx_5); __pyx_5 = 0;
4928
__pyx_4 = PyTuple_New(1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1018; goto __pyx_L1;}
4929
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_2);
4930
__pyx_2 = 0;
4931
__pyx_5 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1018; goto __pyx_L1;}
4932
Py_DECREF(__pyx_3); __pyx_3 = 0;
4933
Py_DECREF(__pyx_4); __pyx_4 = 0;
4934
__pyx_1 = PyObject_IsTrue(__pyx_5); if (__pyx_1 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1018; goto __pyx_L1;}
4935
Py_DECREF(__pyx_5); __pyx_5 = 0;
4936
if (__pyx_1) {
4937
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1019; goto __pyx_L1;}
4938
Py_INCREF(__pyx_k108p);
4939
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k108p);
4940
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1019; goto __pyx_L1;}
4302
4941
Py_DECREF(__pyx_2); __pyx_2 = 0;
4303
4942
__Pyx_Raise(__pyx_3, 0, 0);
4304
4943
Py_DECREF(__pyx_3); __pyx_3 = 0;
4305
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 850; goto __pyx_L1;}
4306
goto __pyx_L2;
4944
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1019; goto __pyx_L1;}
4945
goto __pyx_L4;
4307
4946
}
4308
__pyx_L2:;
4947
__pyx_L4:;
4309
4948
4310
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":851 */
4311
__pyx_4 = __pyx_f_6mtrand_cont1_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_pareto,__pyx_v_size,__pyx_v_oa); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 851; goto __pyx_L1;}
4949
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1020 */
4950
__pyx_4 = __pyx_f_6mtrand_cont1_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_pareto,__pyx_v_size,__pyx_v_oa); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1020; goto __pyx_L1;}
4312
4951
__pyx_r = __pyx_4;
4313
4952
__pyx_4 = 0;
4314
4953
goto __pyx_L0;
4316
4955
__pyx_r = Py_None; Py_INCREF(Py_None);
4317
4956
goto __pyx_L0;
4318
4957
__pyx_L1:;
4319
Py_XDECREF(__pyx_1);
4320
4958
Py_XDECREF(__pyx_2);
4321
4959
Py_XDECREF(__pyx_3);
4322
4960
Py_XDECREF(__pyx_4);
4961
Py_XDECREF(__pyx_5);
4323
4962
__Pyx_AddTraceback("mtrand.RandomState.pareto");
4324
4963
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4325
4964
__pyx_L0:;
4330
4969
return __pyx_r;
4331
4970
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4332
4971
4333
static PyObject *__pyx_k90p;
4972
static PyObject *__pyx_k109p;
4973
static PyObject *__pyx_k110p;
4334
4974
4335
static char (__pyx_k90[]) = "a <= 0";
4975
static char __pyx_k109[] = "a <= 0";
4976
static char __pyx_k110[] = "a <= 0";
4336
4977
4337
4978
static PyObject *__pyx_f_6mtrand_11RandomState_weibull(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
4338
4979
static char __pyx_doc_6mtrand_11RandomState_weibull[] = "Weibull distribution.\n\n weibull(a, size=None)\n ";
4339
4980
static PyObject *__pyx_f_6mtrand_11RandomState_weibull(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
4340
double __pyx_v_a;
4981
PyObject *__pyx_v_a = 0;
4341
4982
PyObject *__pyx_v_size = 0;
4342
4983
PyArrayObject *__pyx_v_oa;
4984
double __pyx_v_fa;
4343
4985
PyObject *__pyx_r;
4344
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4986
int __pyx_1;
4345
4987
PyObject *__pyx_2 = 0;
4346
4988
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4347
4989
PyObject *__pyx_4 = 0;
4348
int __pyx_5;
4990
PyObject *__pyx_5 = 0;
4349
4991
static char *__pyx_argnames[] = {"a","size",0};
4350
4992
__pyx_v_size = __pyx_k32;
4351
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4993
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "O|O", __pyx_argnames, &__pyx_v_a, &__pyx_v_size)) return 0;
4352
4994
Py_INCREF(__pyx_v_self);
4995
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4996
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4354
4997
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4355
4998
4356
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":859 */
4357
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4358
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4359
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4360
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
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/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1030 */
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5001
5002
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1031 */
5003
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5004
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5005
5006
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1032 */
5007
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5008
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5009
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5010
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5012
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5015
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5016
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5017
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5018
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5019
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5020
5021
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1034 */
5022
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5023
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5024
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5025
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5026
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5027
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5028
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5029
5030
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5031
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5032
5033
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5034
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5035
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4361
5036
Py_DECREF(((PyObject *)__pyx_v_oa));
4362
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4363
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5037
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5038
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4364
5039
4365
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":860 */
4366
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4367
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4368
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4369
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4370
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4371
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4372
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4373
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5040
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5041
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5042
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5043
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5044
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5045
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5046
Py_DECREF(__pyx_2); __pyx_2 = 0;
5047
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5048
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4374
5049
Py_INCREF(((PyObject *)__pyx_v_oa));
4375
PyTuple_SET_ITEM(__pyx_4, 0, ((PyObject *)__pyx_v_oa));
4376
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_1);
4377
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4378
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4379
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4380
Py_DECREF(__pyx_4); __pyx_4 = 0;
4381
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4382
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4383
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4384
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4385
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4386
Py_DECREF(__pyx_3); __pyx_3 = 0;
4387
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4388
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4389
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4390
4391
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":861 */
4392
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4393
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4394
Py_INCREF(__pyx_k90p);
4395
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k90p);
4396
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4397
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5050
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5051
PyTuple_SET_ITEM(__pyx_5, 1, __pyx_2);
5052
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5053
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5054
Py_DECREF(__pyx_4); __pyx_4 = 0;
5055
Py_DECREF(__pyx_5); __pyx_5 = 0;
5056
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5057
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_2);
5058
__pyx_2 = 0;
5059
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5060
Py_DECREF(__pyx_3); __pyx_3 = 0;
5061
Py_DECREF(__pyx_4); __pyx_4 = 0;
5062
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5063
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5064
if (__pyx_1) {
5065
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5066
Py_INCREF(__pyx_k110p);
5067
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k110p);
5068
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4398
5069
Py_DECREF(__pyx_2); __pyx_2 = 0;
4399
5070
__Pyx_Raise(__pyx_3, 0, 0);
4400
5071
Py_DECREF(__pyx_3); __pyx_3 = 0;
4401
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 861; goto __pyx_L1;}
4402
goto __pyx_L2;
5072
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1040; goto __pyx_L1;}
5073
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4403
5074
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4404
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5075
__pyx_L4:;
4405
5076
4406
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":862 */
4407
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5077
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1041 */
5078
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4408
5079
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4409
5080
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4410
5081
goto __pyx_L0;
4412
5083
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4413
5084
goto __pyx_L0;
4414
5085
__pyx_L1:;
4415
Py_XDECREF(__pyx_1);
4416
5086
Py_XDECREF(__pyx_2);
4417
5087
Py_XDECREF(__pyx_3);
4418
5088
Py_XDECREF(__pyx_4);
5089
Py_XDECREF(__pyx_5);
4419
5090
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4420
5091
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4421
5092
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4422
5093
Py_DECREF(__pyx_v_oa);
4423
5094
Py_DECREF(__pyx_v_self);
5095
Py_DECREF(__pyx_v_a);
4424
5096
Py_DECREF(__pyx_v_size);
4425
5097
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4426
5098
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4427
5099
4428
static PyObject *__pyx_k91p;
5100
static PyObject *__pyx_k111p;
5101
static PyObject *__pyx_k112p;
4429
5102
4430
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5103
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5104
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4431
5105
4432
5106
static PyObject *__pyx_f_6mtrand_11RandomState_power(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
4433
5107
static char __pyx_doc_6mtrand_11RandomState_power[] = "Power distribution.\n\n power(a, size=None)\n ";
4434
5108
static PyObject *__pyx_f_6mtrand_11RandomState_power(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
4435
double __pyx_v_a;
5109
PyObject *__pyx_v_a = 0;
4436
5110
PyObject *__pyx_v_size = 0;
4437
5111
PyArrayObject *__pyx_v_oa;
5112
double __pyx_v_fa;
4438
5113
PyObject *__pyx_r;
4439
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5114
int __pyx_1;
4440
5115
PyObject *__pyx_2 = 0;
4441
5116
PyObject *__pyx_3 = 0;
4442
5117
PyObject *__pyx_4 = 0;
4443
int __pyx_5;
5118
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4444
5119
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4445
5120
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4446
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5121
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4447
5122
Py_INCREF(__pyx_v_self);
5123
Py_INCREF(__pyx_v_a);
4448
5124
Py_INCREF(__pyx_v_size);
4449
5125
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4450
5126
4451
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":870 */
4452
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4453
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4454
Py_DECREF(__pyx_1); __pyx_1 = 0;
4455
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
5127
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1051 */
5128
__pyx_v_fa = PyFloat_AsDouble(__pyx_v_a);
5129
5130
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1052 */
5131
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5132
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5133
5134
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1053 */
5135
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5136
if (__pyx_1) {
5137
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5138
Py_INCREF(__pyx_k111p);
5139
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k111p);
5140
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5141
Py_DECREF(__pyx_2); __pyx_2 = 0;
5142
__Pyx_Raise(__pyx_3, 0, 0);
5143
Py_DECREF(__pyx_3); __pyx_3 = 0;
5144
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1054; goto __pyx_L1;}
5145
goto __pyx_L3;
5146
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5147
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5148
5149
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1055 */
5150
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5151
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5152
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5153
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5154
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5155
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5156
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5157
5158
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1057 */
5159
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5160
5161
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1059 */
5162
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5163
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
4456
5164
Py_DECREF(((PyObject *)__pyx_v_oa));
4457
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4458
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5165
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5166
Py_DECREF(__pyx_3); __pyx_3 = 0;
4459
5167
4460
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":871 */
4461
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4462
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4463
Py_DECREF(__pyx_1); __pyx_1 = 0;
4464
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4465
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4466
Py_DECREF(__pyx_1); __pyx_1 = 0;
4467
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4468
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5168
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1060 */
5169
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5170
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5171
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5172
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5173
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5174
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5175
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5176
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4469
5177
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4470
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4471
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4472
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4473
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4474
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4478
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4479
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4480
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4481
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4486
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4487
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4488
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5180
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5182
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5185
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5186
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5187
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5188
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5189
Py_DECREF(__pyx_4); __pyx_4 = 0;
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5193
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5194
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5196
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5197
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5198
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4495
5199
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4496
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4497
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5200
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5201
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4498
5202
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5203
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4500
5204
4501
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":873 */
4502
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5205
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5206
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4503
5207
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4504
5208
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4505
5209
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4507
5211
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4508
5212
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4509
5213
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4510
Py_XDECREF(__pyx_1);
4511
5214
Py_XDECREF(__pyx_2);
4512
5215
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4513
5216
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5217
Py_XDECREF(__pyx_5);
4514
5218
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4515
5219
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4516
5220
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4517
5221
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4518
5222
Py_DECREF(__pyx_v_self);
5223
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4519
5224
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4520
5225
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4521
5226
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4522
5227
4523
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5228
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5229
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4524
5230
4525
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5231
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5232
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4526
5233
4527
5234
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4528
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5235
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4529
5236
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4530
5237
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4531
5238
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4532
5239
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4533
5240
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4534
5241
PyArrayObject *__pyx_v_oscale;
5242
double __pyx_v_floc;
5243
double __pyx_v_fscale;
4535
5244
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4536
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5245
int __pyx_1;
4537
5246
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4538
5247
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4539
5248
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4540
int __pyx_5;
5249
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4541
5250
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4542
5251
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4543
5252
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4550
5259
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4551
5260
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4552
5261
4553
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":882 */
4554
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4555
if (!__Pyx_TypeTest(__pyx_1, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 882; goto __pyx_L1;}
5262
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1072 */
5263
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5264
5265
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1073 */
5266
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5267
5268
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1074 */
5269
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5270
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5271
5272
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1075 */
5273
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5274
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5275
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5276
Py_INCREF(__pyx_k113p);
5277
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k113p);
5278
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5279
Py_DECREF(__pyx_2); __pyx_2 = 0;
5280
__Pyx_Raise(__pyx_3, 0, 0);
5281
Py_DECREF(__pyx_3); __pyx_3 = 0;
5282
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1076; goto __pyx_L1;}
5283
goto __pyx_L3;
5284
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5285
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5286
5287
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1077 */
5288
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5289
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5290
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5291
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5292
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5293
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5295
5296
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1079 */
5297
PyErr_Clear();
5298
5299
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1080 */
5300
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5301
if (!__Pyx_TypeTest(__pyx_3, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1080; goto __pyx_L1;}
4556
5302
Py_DECREF(((PyObject *)__pyx_v_oloc));
4557
__pyx_v_oloc = ((PyArrayObject *)__pyx_1);
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5303
__pyx_v_oloc = ((PyArrayObject *)__pyx_3);
5304
__pyx_3 = 0;
4559
5305
4560
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":883 */
4561
__pyx_1 = PyArray_FROM_OTF(__pyx_v_scale,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 883; goto __pyx_L1;}
4562
if (!__Pyx_TypeTest(__pyx_1, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 883; goto __pyx_L1;}
5306
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1081 */
5307
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5308
if (!__Pyx_TypeTest(__pyx_2, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1081; goto __pyx_L1;}
4563
5309
Py_DECREF(((PyObject *)__pyx_v_oscale));
4564
__pyx_v_oscale = ((PyArrayObject *)__pyx_1);
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5310
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5311
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4566
5312
4567
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":884 */
4568
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 884; goto __pyx_L1;}
4569
__pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 884; goto __pyx_L1;}
4570
Py_DECREF(__pyx_1); __pyx_1 = 0;
4571
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 884; goto __pyx_L1;}
4572
__pyx_3 = PyObject_GetAttr(__pyx_1, __pyx_n_less_equal); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 884; goto __pyx_L1;}
4573
Py_DECREF(__pyx_1); __pyx_1 = 0;
4574
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4575
__pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 884; goto __pyx_L1;}
5313
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1082 */
5314
__pyx_3 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1082; goto __pyx_L1;}
5315
__pyx_2 = PyObject_GetAttr(__pyx_3, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1082; goto __pyx_L1;}
5316
Py_DECREF(__pyx_3); __pyx_3 = 0;
5317
__pyx_3 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1082; goto __pyx_L1;}
5318
__pyx_4 = PyObject_GetAttr(__pyx_3, __pyx_n_less_equal); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1082; goto __pyx_L1;}
5319
Py_DECREF(__pyx_3); __pyx_3 = 0;
5320
__pyx_3 = PyFloat_FromDouble(0.0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1082; goto __pyx_L1;}
5321
__pyx_5 = PyTuple_New(2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1082; goto __pyx_L1;}
4576
5322
Py_INCREF(((PyObject *)__pyx_v_oscale));
4577
PyTuple_SET_ITEM(__pyx_4, 0, ((PyObject *)__pyx_v_oscale));
4578
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_1);
4579
__pyx_1 = 0;
4580
__pyx_1 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 884; goto __pyx_L1;}
4581
Py_DECREF(__pyx_3); __pyx_3 = 0;
5323
PyTuple_SET_ITEM(__pyx_5, 0, ((PyObject *)__pyx_v_oscale));
5324
PyTuple_SET_ITEM(__pyx_5, 1, __pyx_3);
5325
__pyx_3 = 0;
5326
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4582
5327
Py_DECREF(__pyx_4); __pyx_4 = 0;
4583
__pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 884; goto __pyx_L1;}
4584
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_1);
4585
__pyx_1 = 0;
4586
__pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 884; goto __pyx_L1;}
5328
Py_DECREF(__pyx_5); __pyx_5 = 0;
5329
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5330
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_3);
5331
__pyx_3 = 0;
5332
__pyx_5 = PyObject_CallObject(__pyx_2, __pyx_4); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1082; goto __pyx_L1;}
4587
5333
Py_DECREF(__pyx_2); __pyx_2 = 0;
4588
Py_DECREF(__pyx_3); __pyx_3 = 0;
4589
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4590
5334
Py_DECREF(__pyx_4); __pyx_4 = 0;
4591
if (__pyx_5) {
4592
4593
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":885 */
4594
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4595
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 885; goto __pyx_L1;}
4596
Py_INCREF(__pyx_k92p);
4597
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k92p);
4598
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4599
Py_DECREF(__pyx_1); __pyx_1 = 0;
5335
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5336
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5337
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5338
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5339
Py_INCREF(__pyx_k114p);
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5341
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5342
Py_DECREF(__pyx_3); __pyx_3 = 0;
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4600
5344
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4601
__Pyx_Raise(__pyx_3, 0, 0);
4602
Py_DECREF(__pyx_3); __pyx_3 = 0;
4603
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4604
goto __pyx_L2;
5345
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1083; goto __pyx_L1;}
5346
goto __pyx_L4;
4605
5347
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4606
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5348
__pyx_L4:;
4607
5349
4608
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":886 */
4609
__pyx_4 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_laplace,__pyx_v_size,__pyx_v_oloc,__pyx_v_oscale); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 886; goto __pyx_L1;}
5350
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1084 */
5351
__pyx_4 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_laplace,__pyx_v_size,__pyx_v_oloc,__pyx_v_oscale); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1084; goto __pyx_L1;}
4610
5352
__pyx_r = __pyx_4;
4611
5353
__pyx_4 = 0;
4612
5354
goto __pyx_L0;
4614
5356
__pyx_r = Py_None; Py_INCREF(Py_None);
4615
5357
goto __pyx_L0;
4616
5358
__pyx_L1:;
4617
Py_XDECREF(__pyx_1);
4618
5359
Py_XDECREF(__pyx_2);
4619
5360
Py_XDECREF(__pyx_3);
4620
5361
Py_XDECREF(__pyx_4);
5362
Py_XDECREF(__pyx_5);
4621
5363
__Pyx_AddTraceback("mtrand.RandomState.laplace");
4622
5364
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4623
5365
__pyx_L0:;
4630
5372
return __pyx_r;
4631
5373
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4632
5374
4633
static PyObject *__pyx_k93p;
5375
static PyObject *__pyx_k115p;
5376
static PyObject *__pyx_k116p;
4634
5377
4635
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5378
static char __pyx_k115[] = "scale <= 0";
5379
static char __pyx_k116[] = "scale <= 0";
4636
5380
4637
5381
static PyObject *__pyx_f_6mtrand_11RandomState_gumbel(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
4638
static char __pyx_doc_6mtrand_11RandomState_gumbel[] = "Gumbel distribution.\n \n gumbel(loc=0.0, scale=1.0, size=None)\n ";
5382
static char __pyx_doc_6mtrand_11RandomState_gumbel[] = "Gumbel distribution.\n\n gumbel(loc=0.0, scale=1.0, size=None)\n ";
4639
5383
static PyObject *__pyx_f_6mtrand_11RandomState_gumbel(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
4640
5384
PyObject *__pyx_v_loc = 0;
4641
5385
PyObject *__pyx_v_scale = 0;
4642
5386
PyObject *__pyx_v_size = 0;
4643
5387
PyArrayObject *__pyx_v_oloc;
4644
5388
PyArrayObject *__pyx_v_oscale;
5389
double __pyx_v_floc;
5390
double __pyx_v_fscale;
4645
5391
PyObject *__pyx_r;
4646
PyObject *__pyx_1 = 0;
5392
int __pyx_1;
4647
5393
PyObject *__pyx_2 = 0;
4648
5394
PyObject *__pyx_3 = 0;
4649
5395
PyObject *__pyx_4 = 0;
4650
int __pyx_5;
5396
PyObject *__pyx_5 = 0;
4651
5397
static char *__pyx_argnames[] = {"loc","scale","size",0};
4652
5398
__pyx_v_loc = __pyx_k37;
4653
5399
__pyx_v_scale = __pyx_k38;
4660
5406
__pyx_v_oloc = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
4661
5407
__pyx_v_oscale = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
4662
5408
4663
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":895 */
4664
__pyx_1 = PyArray_FROM_OTF(__pyx_v_loc,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 895; goto __pyx_L1;}
4665
if (!__Pyx_TypeTest(__pyx_1, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 895; goto __pyx_L1;}
5409
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1094 */
5410
__pyx_v_floc = PyFloat_AsDouble(__pyx_v_loc);
5411
5412
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1095 */
5413
__pyx_v_fscale = PyFloat_AsDouble(__pyx_v_scale);
5414
5415
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1096 */
5416
__pyx_1 = (!PyErr_Occurred());
5417
if (__pyx_1) {
5418
5419
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1097 */
5420
__pyx_1 = (__pyx_v_fscale <= 0);
5421
if (__pyx_1) {
5422
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1098; goto __pyx_L1;}
5423
Py_INCREF(__pyx_k115p);
5424
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k115p);
5425
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1098; goto __pyx_L1;}
5426
Py_DECREF(__pyx_2); __pyx_2 = 0;
5427
__Pyx_Raise(__pyx_3, 0, 0);
5428
Py_DECREF(__pyx_3); __pyx_3 = 0;
5429
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1098; goto __pyx_L1;}
5430
goto __pyx_L3;
5431
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5432
__pyx_L3:;
5433
5434
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1099 */
5435
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5436
__pyx_r = __pyx_2;
5437
__pyx_2 = 0;
5438
goto __pyx_L0;
5439
goto __pyx_L2;
5440
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5441
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5442
5443
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1101 */
5444
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5445
5446
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1102 */
5447
__pyx_3 = PyArray_FROM_OTF(__pyx_v_loc,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1102; goto __pyx_L1;}
5448
if (!__Pyx_TypeTest(__pyx_3, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1102; goto __pyx_L1;}
4666
5449
Py_DECREF(((PyObject *)__pyx_v_oloc));
4667
__pyx_v_oloc = ((PyArrayObject *)__pyx_1);
4668
__pyx_1 = 0;
5450
__pyx_v_oloc = ((PyArrayObject *)__pyx_3);
5451
__pyx_3 = 0;
4669
5452
4670
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":896 */
4671
__pyx_1 = PyArray_FROM_OTF(__pyx_v_scale,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 896; goto __pyx_L1;}
4672
if (!__Pyx_TypeTest(__pyx_1, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 896; goto __pyx_L1;}
5453
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1103 */
5454
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5455
if (!__Pyx_TypeTest(__pyx_2, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1103; goto __pyx_L1;}
4673
5456
Py_DECREF(((PyObject *)__pyx_v_oscale));
4674
__pyx_v_oscale = ((PyArrayObject *)__pyx_1);
4675
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5457
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5458
__pyx_2 = 0;
4676
5459
4677
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":897 */
4678
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 897; goto __pyx_L1;}
4679
__pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 897; goto __pyx_L1;}
4680
Py_DECREF(__pyx_1); __pyx_1 = 0;
4681
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 897; goto __pyx_L1;}
4682
__pyx_3 = PyObject_GetAttr(__pyx_1, __pyx_n_less_equal); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 897; goto __pyx_L1;}
4683
Py_DECREF(__pyx_1); __pyx_1 = 0;
4684
__pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 897; goto __pyx_L1;}
4685
__pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 897; goto __pyx_L1;}
5460
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1104 */
5461
__pyx_3 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1104; goto __pyx_L1;}
5462
__pyx_2 = PyObject_GetAttr(__pyx_3, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1104; goto __pyx_L1;}
5463
Py_DECREF(__pyx_3); __pyx_3 = 0;
5464
__pyx_3 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1104; goto __pyx_L1;}
5465
__pyx_4 = PyObject_GetAttr(__pyx_3, __pyx_n_less_equal); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1104; goto __pyx_L1;}
5466
Py_DECREF(__pyx_3); __pyx_3 = 0;
5467
__pyx_3 = PyFloat_FromDouble(0.0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1104; goto __pyx_L1;}
5468
__pyx_5 = PyTuple_New(2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1104; goto __pyx_L1;}
4686
5469
Py_INCREF(((PyObject *)__pyx_v_oscale));
4687
PyTuple_SET_ITEM(__pyx_4, 0, ((PyObject *)__pyx_v_oscale));
4688
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_1);
4689
__pyx_1 = 0;
4690
__pyx_1 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 897; goto __pyx_L1;}
4691
Py_DECREF(__pyx_3); __pyx_3 = 0;
5470
PyTuple_SET_ITEM(__pyx_5, 0, ((PyObject *)__pyx_v_oscale));
5471
PyTuple_SET_ITEM(__pyx_5, 1, __pyx_3);
5472
__pyx_3 = 0;
5473
__pyx_3 = PyObject_CallObject(__pyx_4, __pyx_5); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1104; goto __pyx_L1;}
4692
5474
Py_DECREF(__pyx_4); __pyx_4 = 0;
4693
__pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 897; goto __pyx_L1;}
4694
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_1);
4695
__pyx_1 = 0;
4696
__pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 897; goto __pyx_L1;}
5475
Py_DECREF(__pyx_5); __pyx_5 = 0;
5476
__pyx_4 = PyTuple_New(1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1104; goto __pyx_L1;}
5477
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_3);
5478
__pyx_3 = 0;
5479
__pyx_5 = PyObject_CallObject(__pyx_2, __pyx_4); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1104; goto __pyx_L1;}
4697
5480
Py_DECREF(__pyx_2); __pyx_2 = 0;
4698
Py_DECREF(__pyx_3); __pyx_3 = 0;
4699
__pyx_5 = PyObject_IsTrue(__pyx_4); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 897; goto __pyx_L1;}
4700
5481
Py_DECREF(__pyx_4); __pyx_4 = 0;
4701
if (__pyx_5) {
4702
4703
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":898 */
4704
__pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 898; goto __pyx_L1;}
4705
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 898; goto __pyx_L1;}
4706
Py_INCREF(__pyx_k93p);
4707
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k93p);
4708
__pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 898; goto __pyx_L1;}
4709
Py_DECREF(__pyx_1); __pyx_1 = 0;
5482
__pyx_1 = PyObject_IsTrue(__pyx_5); if (__pyx_1 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1104; goto __pyx_L1;}
5483
Py_DECREF(__pyx_5); __pyx_5 = 0;
5484
if (__pyx_1) {
5485
__pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1105; goto __pyx_L1;}
5486
Py_INCREF(__pyx_k116p);
5487
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_k116p);
5488
__pyx_2 = PyObject_CallObject(PyExc_ValueError, __pyx_3); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1105; goto __pyx_L1;}
5489
Py_DECREF(__pyx_3); __pyx_3 = 0;
5490
__Pyx_Raise(__pyx_2, 0, 0);
4710
5491
Py_DECREF(__pyx_2); __pyx_2 = 0;
4711
__Pyx_Raise(__pyx_3, 0, 0);
4712
Py_DECREF(__pyx_3); __pyx_3 = 0;
4713
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 898; goto __pyx_L1;}
4714
goto __pyx_L2;
5492
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1105; goto __pyx_L1;}
5493
goto __pyx_L4;
4715
5494
}
4716
__pyx_L2:;
5495
__pyx_L4:;
4717
5496
4718
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":899 */
4719
__pyx_4 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_gumbel,__pyx_v_size,__pyx_v_oloc,__pyx_v_oscale); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 899; goto __pyx_L1;}
5497
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1106 */
5498
__pyx_4 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_gumbel,__pyx_v_size,__pyx_v_oloc,__pyx_v_oscale); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1106; goto __pyx_L1;}
4720
5499
__pyx_r = __pyx_4;
4721
5500
__pyx_4 = 0;
4722
5501
goto __pyx_L0;
4724
5503
__pyx_r = Py_None; Py_INCREF(Py_None);
4725
5504
goto __pyx_L0;
4726
5505
__pyx_L1:;
4727
Py_XDECREF(__pyx_1);
4728
5506
Py_XDECREF(__pyx_2);
4729
5507
Py_XDECREF(__pyx_3);
4730
5508
Py_XDECREF(__pyx_4);
5509
Py_XDECREF(__pyx_5);
4731
5510
__Pyx_AddTraceback("mtrand.RandomState.gumbel");
4732
5511
__pyx_r = 0;
4733
5512
__pyx_L0:;
4740
5519
return __pyx_r;
4741
5520
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4742
5521
4743
static PyObject *__pyx_k94p;
5522
static PyObject *__pyx_k117p;
5523
static PyObject *__pyx_k118p;
4744
5524
4745
static char (__pyx_k94[]) = "scale <= 0";
5525
static char __pyx_k117[] = "scale <= 0";
5526
static char __pyx_k118[] = "scale <= 0";
4746
5527
4747
5528
static PyObject *__pyx_f_6mtrand_11RandomState_logistic(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
4748
static char __pyx_doc_6mtrand_11RandomState_logistic[] = "Logistic distribution.\n \n logistic(loc=0.0, scale=1.0, size=None)\n ";
5529
static char __pyx_doc_6mtrand_11RandomState_logistic[] = "Logistic distribution.\n\n logistic(loc=0.0, scale=1.0, size=None)\n ";
4749
5530
static PyObject *__pyx_f_6mtrand_11RandomState_logistic(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
4750
5531
PyObject *__pyx_v_loc = 0;
4751
5532
PyObject *__pyx_v_scale = 0;
4752
5533
PyObject *__pyx_v_size = 0;
4753
5534
PyArrayObject *__pyx_v_oloc;
4754
5535
PyArrayObject *__pyx_v_oscale;
5536
double __pyx_v_floc;
5537
double __pyx_v_fscale;
4755
5538
PyObject *__pyx_r;
4756
PyObject *__pyx_1 = 0;
5539
int __pyx_1;
4757
5540
PyObject *__pyx_2 = 0;
4758
5541
PyObject *__pyx_3 = 0;
4759
5542
PyObject *__pyx_4 = 0;
4760
int __pyx_5;
5543
PyObject *__pyx_5 = 0;
4761
5544
static char *__pyx_argnames[] = {"loc","scale","size",0};
4762
5545
__pyx_v_loc = __pyx_k40;
4763
5546
__pyx_v_scale = __pyx_k41;
4770
5553
__pyx_v_oloc = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
4771
5554
__pyx_v_oscale = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
4772
5555
4773
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":908 */
4774
__pyx_1 = PyArray_FROM_OTF(__pyx_v_loc,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 908; goto __pyx_L1;}
4775
if (!__Pyx_TypeTest(__pyx_1, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 908; goto __pyx_L1;}
5556
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1116 */
5557
__pyx_v_floc = PyFloat_AsDouble(__pyx_v_loc);
5558
5559
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1117 */
5560
__pyx_v_fscale = PyFloat_AsDouble(__pyx_v_scale);
5561
5562
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1118 */
5563
__pyx_1 = (!PyErr_Occurred());
5564
if (__pyx_1) {
5565
5566
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1119 */
5567
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5568
if (__pyx_1) {
5569
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5570
Py_INCREF(__pyx_k117p);
5571
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k117p);
5572
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1120; goto __pyx_L1;}
5573
Py_DECREF(__pyx_2); __pyx_2 = 0;
5574
__Pyx_Raise(__pyx_3, 0, 0);
5575
Py_DECREF(__pyx_3); __pyx_3 = 0;
5576
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1120; goto __pyx_L1;}
5577
goto __pyx_L3;
5578
}
5579
__pyx_L3:;
5580
5581
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1121 */
5582
__pyx_2 = __pyx_f_6mtrand_cont2_array_sc(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_logistic,__pyx_v_size,__pyx_v_floc,__pyx_v_fscale); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1121; goto __pyx_L1;}
5583
__pyx_r = __pyx_2;
5584
__pyx_2 = 0;
5585
goto __pyx_L0;
5586
goto __pyx_L2;
5587
}
5588
__pyx_L2:;
5589
5590
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1123 */
5591
PyErr_Clear();
5592
5593
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1124 */
5594
__pyx_3 = PyArray_FROM_OTF(__pyx_v_loc,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1124; goto __pyx_L1;}
5595
if (!__Pyx_TypeTest(__pyx_3, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1124; goto __pyx_L1;}
4776
5596
Py_DECREF(((PyObject *)__pyx_v_oloc));
4777
__pyx_v_oloc = ((PyArrayObject *)__pyx_1);
4778
__pyx_1 = 0;
5597
__pyx_v_oloc = ((PyArrayObject *)__pyx_3);
5598
__pyx_3 = 0;
4779
5599
4780
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":909 */
4781
__pyx_1 = PyArray_FROM_OTF(__pyx_v_scale,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 909; goto __pyx_L1;}
4782
if (!__Pyx_TypeTest(__pyx_1, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 909; goto __pyx_L1;}
5600
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1125 */
5601
__pyx_2 = PyArray_FROM_OTF(__pyx_v_scale,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1125; goto __pyx_L1;}
5602
if (!__Pyx_TypeTest(__pyx_2, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1125; goto __pyx_L1;}
4783
5603
Py_DECREF(((PyObject *)__pyx_v_oscale));
4784
__pyx_v_oscale = ((PyArrayObject *)__pyx_1);
4785
__pyx_1 = 0;
5604
__pyx_v_oscale = ((PyArrayObject *)__pyx_2);
5605
__pyx_2 = 0;
4786
5606
4787
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":910 */
4788
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 910; goto __pyx_L1;}
4789
__pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 910; goto __pyx_L1;}
4790
Py_DECREF(__pyx_1); __pyx_1 = 0;
4791
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 910; goto __pyx_L1;}
4792
__pyx_3 = PyObject_GetAttr(__pyx_1, __pyx_n_less_equal); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 910; goto __pyx_L1;}
4793
Py_DECREF(__pyx_1); __pyx_1 = 0;
4794
__pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 910; goto __pyx_L1;}
4795
__pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 910; goto __pyx_L1;}
5607
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1126 */
5608
__pyx_3 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1126; goto __pyx_L1;}
5609
__pyx_2 = PyObject_GetAttr(__pyx_3, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1126; goto __pyx_L1;}
5610
Py_DECREF(__pyx_3); __pyx_3 = 0;
5611
__pyx_3 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1126; goto __pyx_L1;}
5612
__pyx_4 = PyObject_GetAttr(__pyx_3, __pyx_n_less_equal); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1126; goto __pyx_L1;}
5613
Py_DECREF(__pyx_3); __pyx_3 = 0;
5614
__pyx_3 = PyFloat_FromDouble(0.0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1126; goto __pyx_L1;}
5615
__pyx_5 = PyTuple_New(2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1126; goto __pyx_L1;}
4796
5616
Py_INCREF(((PyObject *)__pyx_v_oscale));
4797
PyTuple_SET_ITEM(__pyx_4, 0, ((PyObject *)__pyx_v_oscale));
4798
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_1);
4799
__pyx_1 = 0;
4800
__pyx_1 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 910; goto __pyx_L1;}
4801
Py_DECREF(__pyx_3); __pyx_3 = 0;
5617
PyTuple_SET_ITEM(__pyx_5, 0, ((PyObject *)__pyx_v_oscale));
5618
PyTuple_SET_ITEM(__pyx_5, 1, __pyx_3);
5619
__pyx_3 = 0;
5620
__pyx_3 = PyObject_CallObject(__pyx_4, __pyx_5); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1126; goto __pyx_L1;}
4802
5621
Py_DECREF(__pyx_4); __pyx_4 = 0;
4803
__pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 910; goto __pyx_L1;}
4804
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_1);
4805
__pyx_1 = 0;
4806
__pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 910; goto __pyx_L1;}
5622
Py_DECREF(__pyx_5); __pyx_5 = 0;
5623
__pyx_4 = PyTuple_New(1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1126; goto __pyx_L1;}
5624
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_3);
5625
__pyx_3 = 0;
5626
__pyx_5 = PyObject_CallObject(__pyx_2, __pyx_4); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1126; goto __pyx_L1;}
4807
5627
Py_DECREF(__pyx_2); __pyx_2 = 0;
4808
Py_DECREF(__pyx_3); __pyx_3 = 0;
4809
__pyx_5 = PyObject_IsTrue(__pyx_4); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 910; goto __pyx_L1;}
4810
5628
Py_DECREF(__pyx_4); __pyx_4 = 0;
4811
if (__pyx_5) {
4812
4813
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":911 */
4814
__pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 911; goto __pyx_L1;}
4815
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 911; goto __pyx_L1;}
4816
Py_INCREF(__pyx_k94p);
4817
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k94p);
4818
__pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 911; goto __pyx_L1;}
4819
Py_DECREF(__pyx_1); __pyx_1 = 0;
5629
__pyx_1 = PyObject_IsTrue(__pyx_5); if (__pyx_1 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1126; goto __pyx_L1;}
5630
Py_DECREF(__pyx_5); __pyx_5 = 0;
5631
if (__pyx_1) {
5632
__pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1127; goto __pyx_L1;}
5633
Py_INCREF(__pyx_k118p);
5634
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_k118p);
5635
__pyx_2 = PyObject_CallObject(PyExc_ValueError, __pyx_3); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1127; goto __pyx_L1;}
5636
Py_DECREF(__pyx_3); __pyx_3 = 0;
5637
__Pyx_Raise(__pyx_2, 0, 0);
4820
5638
Py_DECREF(__pyx_2); __pyx_2 = 0;
4821
__Pyx_Raise(__pyx_3, 0, 0);
4822
Py_DECREF(__pyx_3); __pyx_3 = 0;
4823
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 911; goto __pyx_L1;}
4824
goto __pyx_L2;
5639
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1127; goto __pyx_L1;}
5640
goto __pyx_L4;
4825
5641
}
4826
__pyx_L2:;
5642
__pyx_L4:;
4827
5643
4828
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":912 */
4829
__pyx_4 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_logistic,__pyx_v_size,__pyx_v_oloc,__pyx_v_oscale); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 912; goto __pyx_L1;}
5644
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1128 */
5645
__pyx_4 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_logistic,__pyx_v_size,__pyx_v_oloc,__pyx_v_oscale); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1128; goto __pyx_L1;}
4830
5646
__pyx_r = __pyx_4;
4831
5647
__pyx_4 = 0;
4832
5648
goto __pyx_L0;
4834
5650
__pyx_r = Py_None; Py_INCREF(Py_None);
4835
5651
goto __pyx_L0;
4836
5652
__pyx_L1:;
4837
Py_XDECREF(__pyx_1);
4838
5653
Py_XDECREF(__pyx_2);
4839
5654
Py_XDECREF(__pyx_3);
4840
5655
Py_XDECREF(__pyx_4);
5656
Py_XDECREF(__pyx_5);
4841
5657
__Pyx_AddTraceback("mtrand.RandomState.logistic");
4842
5658
__pyx_r = 0;
4843
5659
__pyx_L0:;
4850
5666
return __pyx_r;
4851
5667
}
4852
5668
4853
static PyObject *__pyx_k95p;
5669
static PyObject *__pyx_k119p;
5670
static PyObject *__pyx_k120p;
4854
5671
4855
static char (__pyx_k95[]) = "sigma <= 0.0";
5672
static char __pyx_k119[] = "sigma <= 0";
5673
static char __pyx_k120[] = "sigma <= 0.0";
4856
5674
4857
5675
static PyObject *__pyx_f_6mtrand_11RandomState_lognormal(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
4858
static char __pyx_doc_6mtrand_11RandomState_lognormal[] = "Log-normal distribution.\n \n Note that the mean parameter is not the mean of this distribution, but \n the underlying normal distribution.\n \n lognormal(mean, sigma) <=> exp(normal(mean, sigma))\n \n lognormal(mean=0.0, sigma=1.0, size=None)\n ";
5676
static char __pyx_doc_6mtrand_11RandomState_lognormal[] = "Log-normal distribution.\n\n Note that the mean parameter is not the mean of this distribution, but\n the underlying normal distribution.\n\n lognormal(mean, sigma) <=> exp(normal(mean, sigma))\n\n lognormal(mean=0.0, sigma=1.0, size=None)\n ";
4859
5677
static PyObject *__pyx_f_6mtrand_11RandomState_lognormal(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
4860
5678
PyObject *__pyx_v_mean = 0;
4861
5679
PyObject *__pyx_v_sigma = 0;
4862
5680
PyObject *__pyx_v_size = 0;
4863
5681
PyArrayObject *__pyx_v_omean;
4864
5682
PyArrayObject *__pyx_v_osigma;
5683
double __pyx_v_fmean;
5684
double __pyx_v_fsigma;
4865
5685
PyObject *__pyx_r;
4866
PyObject *__pyx_1 = 0;
5686
int __pyx_1;
4867
5687
PyObject *__pyx_2 = 0;
4868
5688
PyObject *__pyx_3 = 0;
4869
5689
PyObject *__pyx_4 = 0;
4870
int __pyx_5;
5690
PyObject *__pyx_5 = 0;
4871
5691
static char *__pyx_argnames[] = {"mean","sigma","size",0};
4872
5692
__pyx_v_mean = __pyx_k43;
4873
5693
__pyx_v_sigma = __pyx_k44;
4880
5700
__pyx_v_omean = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
4881
5701
__pyx_v_osigma = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
4882
5702
4883
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":926 */
4884
__pyx_1 = PyArray_FROM_OTF(__pyx_v_mean,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 926; goto __pyx_L1;}
4885
if (!__Pyx_TypeTest(__pyx_1, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 926; goto __pyx_L1;}
5703
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1143 */
5704
__pyx_v_fmean = PyFloat_AsDouble(__pyx_v_mean);
5705
5706
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1144 */
5707
__pyx_v_fsigma = PyFloat_AsDouble(__pyx_v_sigma);
5708
5709
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1146 */
5710
__pyx_1 = (!PyErr_Occurred());
5711
if (__pyx_1) {
5712
5713
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1147 */
5714
__pyx_1 = (__pyx_v_fsigma <= 0);
5715
if (__pyx_1) {
5716
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1148; goto __pyx_L1;}
5717
Py_INCREF(__pyx_k119p);
5718
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k119p);
5719
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1148; goto __pyx_L1;}
5720
Py_DECREF(__pyx_2); __pyx_2 = 0;
5721
__Pyx_Raise(__pyx_3, 0, 0);
5722
Py_DECREF(__pyx_3); __pyx_3 = 0;
5723
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1148; goto __pyx_L1;}
5724
goto __pyx_L3;
5725
}
5726
__pyx_L3:;
5727
5728
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1149 */
5729
__pyx_2 = __pyx_f_6mtrand_cont2_array_sc(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_lognormal,__pyx_v_size,__pyx_v_fmean,__pyx_v_fsigma); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1149; goto __pyx_L1;}
5730
__pyx_r = __pyx_2;
5731
__pyx_2 = 0;
5732
goto __pyx_L0;
5733
goto __pyx_L2;
5734
}
5735
__pyx_L2:;
5736
5737
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1151 */
5738
PyErr_Clear();
5739
5740
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1153 */
5741
__pyx_3 = PyArray_FROM_OTF(__pyx_v_mean,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1153; goto __pyx_L1;}
5742
if (!__Pyx_TypeTest(__pyx_3, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1153; goto __pyx_L1;}
4886
5743
Py_DECREF(((PyObject *)__pyx_v_omean));
4887
__pyx_v_omean = ((PyArrayObject *)__pyx_1);
4888
__pyx_1 = 0;
5744
__pyx_v_omean = ((PyArrayObject *)__pyx_3);
5745
__pyx_3 = 0;
4889
5746
4890
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":927 */
4891
__pyx_1 = PyArray_FROM_OTF(__pyx_v_sigma,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 927; goto __pyx_L1;}
4892
if (!__Pyx_TypeTest(__pyx_1, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 927; goto __pyx_L1;}
5747
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1154 */
5748
__pyx_2 = PyArray_FROM_OTF(__pyx_v_sigma,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1154; goto __pyx_L1;}
5749
if (!__Pyx_TypeTest(__pyx_2, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1154; goto __pyx_L1;}
4893
5750
Py_DECREF(((PyObject *)__pyx_v_osigma));
4894
__pyx_v_osigma = ((PyArrayObject *)__pyx_1);
4895
__pyx_1 = 0;
5751
__pyx_v_osigma = ((PyArrayObject *)__pyx_2);
5752
__pyx_2 = 0;
4896
5753
4897
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":928 */
4898
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 928; goto __pyx_L1;}
4899
__pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 928; goto __pyx_L1;}
4900
Py_DECREF(__pyx_1); __pyx_1 = 0;
4901
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 928; goto __pyx_L1;}
4902
__pyx_3 = PyObject_GetAttr(__pyx_1, __pyx_n_less_equal); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 928; goto __pyx_L1;}
4903
Py_DECREF(__pyx_1); __pyx_1 = 0;
4904
__pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 928; goto __pyx_L1;}
4905
__pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 928; goto __pyx_L1;}
5754
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1155 */
5755
__pyx_3 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1155; goto __pyx_L1;}
5756
__pyx_2 = PyObject_GetAttr(__pyx_3, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1155; goto __pyx_L1;}
5757
Py_DECREF(__pyx_3); __pyx_3 = 0;
5758
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5759
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5760
Py_DECREF(__pyx_3); __pyx_3 = 0;
5761
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5762
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4906
5763
Py_INCREF(((PyObject *)__pyx_v_osigma));
4907
PyTuple_SET_ITEM(__pyx_4, 0, ((PyObject *)__pyx_v_osigma));
4908
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_1);
4909
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4910
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4911
Py_DECREF(__pyx_3); __pyx_3 = 0;
5764
PyTuple_SET_ITEM(__pyx_5, 0, ((PyObject *)__pyx_v_osigma));
5765
PyTuple_SET_ITEM(__pyx_5, 1, __pyx_3);
5766
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5767
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4912
5768
Py_DECREF(__pyx_4); __pyx_4 = 0;
4913
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4914
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_1);
4915
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4916
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5769
Py_DECREF(__pyx_5); __pyx_5 = 0;
5770
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5771
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_3);
5772
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5773
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4917
5774
Py_DECREF(__pyx_2); __pyx_2 = 0;
4918
Py_DECREF(__pyx_3); __pyx_3 = 0;
4919
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4920
5775
Py_DECREF(__pyx_4); __pyx_4 = 0;
4921
if (__pyx_5) {
4922
4923
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":929 */
4924
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4925
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4926
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4927
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k95p);
4928
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4929
Py_DECREF(__pyx_1); __pyx_1 = 0;
5776
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5777
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5778
if (__pyx_1) {
5779
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5780
Py_INCREF(__pyx_k120p);
5781
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_k120p);
5782
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5783
Py_DECREF(__pyx_3); __pyx_3 = 0;
5784
__Pyx_Raise(__pyx_2, 0, 0);
4930
5785
Py_DECREF(__pyx_2); __pyx_2 = 0;
4931
__Pyx_Raise(__pyx_3, 0, 0);
4932
Py_DECREF(__pyx_3); __pyx_3 = 0;
4933
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4934
goto __pyx_L2;
5786
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1156; goto __pyx_L1;}
5787
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4935
5788
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4936
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5789
__pyx_L4:;
4937
5790
4938
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":930 */
4939
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5791
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1157 */
5792
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4940
5793
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4941
5794
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4942
5795
goto __pyx_L0;
4944
5797
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4945
5798
goto __pyx_L0;
4946
5799
__pyx_L1:;
4947
Py_XDECREF(__pyx_1);
4948
5800
Py_XDECREF(__pyx_2);
4949
5801
Py_XDECREF(__pyx_3);
4950
5802
Py_XDECREF(__pyx_4);
5803
Py_XDECREF(__pyx_5);
4951
5804
__Pyx_AddTraceback("mtrand.RandomState.lognormal");
4952
5805
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4953
5806
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4960
5813
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4961
5814
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4962
5815
4963
static PyObject *__pyx_k96p;
5816
static PyObject *__pyx_k121p;
5817
static PyObject *__pyx_k122p;
4964
5818
4965
static char (__pyx_k96[]) = "scale <= 0.0";
5819
static char __pyx_k121[] = "scale <= 0";
5820
static char __pyx_k122[] = "scale <= 0.0";
4966
5821
4967
5822
static PyObject *__pyx_f_6mtrand_11RandomState_rayleigh(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
4968
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5823
static char __pyx_doc_6mtrand_11RandomState_rayleigh[] = "Rayleigh distribution.\n\n rayleigh(scale=1.0, size=None)\n ";
4969
5824
static PyObject *__pyx_f_6mtrand_11RandomState_rayleigh(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
4970
5825
PyObject *__pyx_v_scale = 0;
4971
5826
PyObject *__pyx_v_size = 0;
4972
5827
PyArrayObject *__pyx_v_oscale;
5828
double __pyx_v_fscale;
4973
5829
PyObject *__pyx_r;
4974
PyObject *__pyx_1 = 0;
5830
int __pyx_1;
4975
5831
PyObject *__pyx_2 = 0;
4976
5832
PyObject *__pyx_3 = 0;
4977
5833
PyObject *__pyx_4 = 0;
4978
int __pyx_5;
5834
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4979
5835
static char *__pyx_argnames[] = {"scale","size",0};
4980
5836
__pyx_v_scale = __pyx_k46;
4981
5837
__pyx_v_size = __pyx_k47;
4985
5841
Py_INCREF(__pyx_v_size);
4986
5842
__pyx_v_oscale = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
4987
5843
4988
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":938 */
4989
__pyx_1 = PyArray_FROM_OTF(__pyx_v_scale,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 938; goto __pyx_L1;}
4990
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
5844
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1167 */
5845
__pyx_v_fscale = PyFloat_AsDouble(__pyx_v_scale);
5846
5847
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1169 */
5848
__pyx_1 = (!PyErr_Occurred());
5849
if (__pyx_1) {
5850
5851
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1170 */
5852
__pyx_1 = (__pyx_v_fscale <= 0);
5853
if (__pyx_1) {
5854
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5855
Py_INCREF(__pyx_k121p);
5856
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k121p);
5857
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5858
Py_DECREF(__pyx_2); __pyx_2 = 0;
5859
__Pyx_Raise(__pyx_3, 0, 0);
5860
Py_DECREF(__pyx_3); __pyx_3 = 0;
5861
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1171; goto __pyx_L1;}
5862
goto __pyx_L3;
5863
}
5864
__pyx_L3:;
5865
5866
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1172 */
5867
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5868
__pyx_r = __pyx_2;
5869
__pyx_2 = 0;
5870
goto __pyx_L0;
5871
goto __pyx_L2;
5872
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5873
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5874
5875
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1174 */
5876
PyErr_Clear();
5877
5878
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1176 */
5879
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5880
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
4991
5881
Py_DECREF(((PyObject *)__pyx_v_oscale));
4992
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4993
Py_DECREF(__pyx_1); __pyx_1 = 0;
5882
__pyx_v_oscale = ((PyArrayObject *)__pyx_3);
5883
Py_DECREF(__pyx_3); __pyx_3 = 0;
4994
5884
4995
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":939 */
4996
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 939; goto __pyx_L1;}
4997
__pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 939; goto __pyx_L1;}
4998
Py_DECREF(__pyx_1); __pyx_1 = 0;
4999
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 939; goto __pyx_L1;}
5000
__pyx_3 = PyObject_GetAttr(__pyx_1, __pyx_n_less_equal); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 939; goto __pyx_L1;}
5001
Py_DECREF(__pyx_1); __pyx_1 = 0;
5002
__pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 939; goto __pyx_L1;}
5003
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5885
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1177 */
5886
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
5887
__pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_any); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
5888
Py_DECREF(__pyx_2); __pyx_2 = 0;
5889
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
5890
__pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_less_equal); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
5891
Py_DECREF(__pyx_2); __pyx_2 = 0;
5892
__pyx_2 = PyFloat_FromDouble(0.0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
5893
__pyx_5 = PyTuple_New(2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
5004
5894
Py_INCREF(((PyObject *)__pyx_v_oscale));
5005
PyTuple_SET_ITEM(__pyx_4, 0, ((PyObject *)__pyx_v_oscale));
5006
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_1);
5007
__pyx_1 = 0;
5008
__pyx_1 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 939; goto __pyx_L1;}
5009
Py_DECREF(__pyx_3); __pyx_3 = 0;
5010
Py_DECREF(__pyx_4); __pyx_4 = 0;
5011
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5012
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_1);
5013
__pyx_1 = 0;
5014
__pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 939; goto __pyx_L1;}
5015
Py_DECREF(__pyx_2); __pyx_2 = 0;
5016
Py_DECREF(__pyx_3); __pyx_3 = 0;
5017
__pyx_5 = PyObject_IsTrue(__pyx_4); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 939; goto __pyx_L1;}
5018
Py_DECREF(__pyx_4); __pyx_4 = 0;
5019
if (__pyx_5) {
5020
5021
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":940 */
5022
__pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 940; goto __pyx_L1;}
5023
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 940; goto __pyx_L1;}
5024
Py_INCREF(__pyx_k96p);
5025
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k96p);
5026
__pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 940; goto __pyx_L1;}
5027
Py_DECREF(__pyx_1); __pyx_1 = 0;
5895
PyTuple_SET_ITEM(__pyx_5, 0, ((PyObject *)__pyx_v_oscale));
5896
PyTuple_SET_ITEM(__pyx_5, 1, __pyx_2);
5897
__pyx_2 = 0;
5898
__pyx_2 = PyObject_CallObject(__pyx_4, __pyx_5); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
5899
Py_DECREF(__pyx_4); __pyx_4 = 0;
5900
Py_DECREF(__pyx_5); __pyx_5 = 0;
5901
__pyx_4 = PyTuple_New(1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
5902
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_2);
5903
__pyx_2 = 0;
5904
__pyx_5 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
5905
Py_DECREF(__pyx_3); __pyx_3 = 0;
5906
Py_DECREF(__pyx_4); __pyx_4 = 0;
5907
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5908
Py_DECREF(__pyx_5); __pyx_5 = 0;
5909
if (__pyx_1) {
5910
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1178; goto __pyx_L1;}
5911
Py_INCREF(__pyx_k122p);
5912
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k122p);
5913
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1178; goto __pyx_L1;}
5028
5914
Py_DECREF(__pyx_2); __pyx_2 = 0;
5029
5915
__Pyx_Raise(__pyx_3, 0, 0);
5030
5916
Py_DECREF(__pyx_3); __pyx_3 = 0;
5031
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 940; goto __pyx_L1;}
5032
goto __pyx_L2;
5917
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1178; goto __pyx_L1;}
5918
goto __pyx_L4;
5033
5919
}
5034
__pyx_L2:;
5920
__pyx_L4:;
5035
5921
5036
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":941 */
5037
__pyx_4 = __pyx_f_6mtrand_cont1_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_rayleigh,__pyx_v_size,__pyx_v_oscale); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 941; goto __pyx_L1;}
5922
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1179 */
5923
__pyx_4 = __pyx_f_6mtrand_cont1_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_rayleigh,__pyx_v_size,__pyx_v_oscale); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1179; goto __pyx_L1;}
5038
5924
__pyx_r = __pyx_4;
5039
5925
__pyx_4 = 0;
5040
5926
goto __pyx_L0;
5042
5928
__pyx_r = Py_None; Py_INCREF(Py_None);
5043
5929
goto __pyx_L0;
5044
5930
__pyx_L1:;
5045
Py_XDECREF(__pyx_1);
5046
5931
Py_XDECREF(__pyx_2);
5047
5932
Py_XDECREF(__pyx_3);
5048
5933
Py_XDECREF(__pyx_4);
5934
Py_XDECREF(__pyx_5);
5049
5935
__Pyx_AddTraceback("mtrand.RandomState.rayleigh");
5050
5936
__pyx_r = 0;
5051
5937
__pyx_L0:;
5056
5942
return __pyx_r;
5057
5943
}
5058
5944
5059
static PyObject *__pyx_k97p;
5060
static PyObject *__pyx_k98p;
5945
static PyObject *__pyx_k123p;
5946
static PyObject *__pyx_k124p;
5947
static PyObject *__pyx_k125p;
5948
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5061
5949
5062
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5063
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5950
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5951
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5952
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5953
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5064
5954
5065
5955
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5066
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5956
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5067
5957
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5068
5958
PyObject *__pyx_v_mean = 0;
5069
5959
PyObject *__pyx_v_scale = 0;
5070
5960
PyObject *__pyx_v_size = 0;
5071
5961
PyArrayObject *__pyx_v_omean;
5072
5962
PyArrayObject *__pyx_v_oscale;
5963
double __pyx_v_fmean;
5964
double __pyx_v_fscale;
5073
5965
PyObject *__pyx_r;
5074
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5966
int __pyx_1;
5075
5967
PyObject *__pyx_2 = 0;
5076
5968
PyObject *__pyx_3 = 0;
5077
5969
PyObject *__pyx_4 = 0;
5078
int __pyx_5;
5970
PyObject *__pyx_5 = 0;
5079
5971
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5080
5972
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5081
5973
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "OO|O", __pyx_argnames, &__pyx_v_mean, &__pyx_v_scale, &__pyx_v_size)) return 0;
5086
5978
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5087
5979
__pyx_v_oscale = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
5088
5980
5089
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":950 */
5090
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5091
if (!__Pyx_TypeTest(__pyx_1, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 950; goto __pyx_L1;}
5981
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1189 */
5982
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5983
5984
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1190 */
5985
__pyx_v_fscale = PyFloat_AsDouble(__pyx_v_scale);
5986
5987
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1191 */
5988
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5989
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5990
5991
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5992
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5993
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5994
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5995
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5996
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k123p);
5997
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5998
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5999
__Pyx_Raise(__pyx_3, 0, 0);
6000
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6001
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1193; goto __pyx_L1;}
6002
goto __pyx_L3;
6003
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6004
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6005
6006
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1194 */
6007
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6008
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6009
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6010
Py_INCREF(__pyx_k124p);
6011
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k124p);
6012
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6013
Py_DECREF(__pyx_2); __pyx_2 = 0;
6014
__Pyx_Raise(__pyx_3, 0, 0);
6015
Py_DECREF(__pyx_3); __pyx_3 = 0;
6016
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1195; goto __pyx_L1;}
6017
goto __pyx_L4;
6018
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6019
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6020
6021
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1196 */
6022
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6023
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6024
__pyx_2 = 0;
6025
goto __pyx_L0;
6026
goto __pyx_L2;
6027
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6028
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6029
6030
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6031
PyErr_Clear();
6032
6033
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1199 */
6034
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6035
if (!__Pyx_TypeTest(__pyx_3, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1199; goto __pyx_L1;}
5092
6036
Py_DECREF(((PyObject *)__pyx_v_omean));
5093
__pyx_v_omean = ((PyArrayObject *)__pyx_1);
5094
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6037
__pyx_v_omean = ((PyArrayObject *)__pyx_3);
6038
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5095
6039
5096
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":951 */
5097
__pyx_1 = PyArray_FROM_OTF(__pyx_v_scale,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 951; goto __pyx_L1;}
5098
if (!__Pyx_TypeTest(__pyx_1, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 951; goto __pyx_L1;}
6040
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1200 */
6041
__pyx_2 = PyArray_FROM_OTF(__pyx_v_scale,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1200; goto __pyx_L1;}
6042
if (!__Pyx_TypeTest(__pyx_2, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1200; goto __pyx_L1;}
5099
6043
Py_DECREF(((PyObject *)__pyx_v_oscale));
5100
__pyx_v_oscale = ((PyArrayObject *)__pyx_1);
5101
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6044
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6045
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5102
6046
5103
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":952 */
5104
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5105
__pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 952; goto __pyx_L1;}
5106
Py_DECREF(__pyx_1); __pyx_1 = 0;
5107
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 952; goto __pyx_L1;}
5108
__pyx_3 = PyObject_GetAttr(__pyx_1, __pyx_n_less_equal); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 952; goto __pyx_L1;}
5109
Py_DECREF(__pyx_1); __pyx_1 = 0;
5110
__pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 952; goto __pyx_L1;}
5111
__pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 952; goto __pyx_L1;}
6047
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1201 */
6048
__pyx_3 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1201; goto __pyx_L1;}
6049
__pyx_2 = PyObject_GetAttr(__pyx_3, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1201; goto __pyx_L1;}
6050
Py_DECREF(__pyx_3); __pyx_3 = 0;
6051
__pyx_3 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1201; goto __pyx_L1;}
6052
__pyx_4 = PyObject_GetAttr(__pyx_3, __pyx_n_less_equal); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1201; goto __pyx_L1;}
6053
Py_DECREF(__pyx_3); __pyx_3 = 0;
6054
__pyx_3 = PyFloat_FromDouble(0.0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1201; goto __pyx_L1;}
6055
__pyx_5 = PyTuple_New(2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1201; goto __pyx_L1;}
5112
6056
Py_INCREF(((PyObject *)__pyx_v_omean));
5113
PyTuple_SET_ITEM(__pyx_4, 0, ((PyObject *)__pyx_v_omean));
5114
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_1);
5115
__pyx_1 = 0;
5116
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5117
Py_DECREF(__pyx_3); __pyx_3 = 0;
6057
PyTuple_SET_ITEM(__pyx_5, 0, ((PyObject *)__pyx_v_omean));
6058
PyTuple_SET_ITEM(__pyx_5, 1, __pyx_3);
6059
__pyx_3 = 0;
6060
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5118
6061
Py_DECREF(__pyx_4); __pyx_4 = 0;
5119
__pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 952; goto __pyx_L1;}
5120
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_1);
5121
__pyx_1 = 0;
5122
__pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 952; goto __pyx_L1;}
6062
Py_DECREF(__pyx_5); __pyx_5 = 0;
6063
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6064
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_3);
6065
__pyx_3 = 0;
6066
__pyx_5 = PyObject_CallObject(__pyx_2, __pyx_4); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1201; goto __pyx_L1;}
5123
6067
Py_DECREF(__pyx_2); __pyx_2 = 0;
5124
Py_DECREF(__pyx_3); __pyx_3 = 0;
5125
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5126
6068
Py_DECREF(__pyx_4); __pyx_4 = 0;
5127
if (__pyx_5) {
5128
5129
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":953 */
5130
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5131
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 953; goto __pyx_L1;}
5132
Py_INCREF(__pyx_k97p);
5133
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k97p);
5134
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5135
Py_DECREF(__pyx_1); __pyx_1 = 0;
6069
__pyx_1 = PyObject_IsTrue(__pyx_5); if (__pyx_1 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1201; goto __pyx_L1;}
6070
Py_DECREF(__pyx_5); __pyx_5 = 0;
6071
if (__pyx_1) {
6072
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6073
Py_INCREF(__pyx_k125p);
6074
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_k125p);
6075
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6076
Py_DECREF(__pyx_3); __pyx_3 = 0;
6077
__Pyx_Raise(__pyx_2, 0, 0);
5136
6078
Py_DECREF(__pyx_2); __pyx_2 = 0;
5137
__Pyx_Raise(__pyx_3, 0, 0);
5138
Py_DECREF(__pyx_3); __pyx_3 = 0;
5139
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 953; goto __pyx_L1;}
5140
goto __pyx_L2;
6079
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1202; goto __pyx_L1;}
6080
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5141
6081
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5142
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5143
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6082
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6083
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5144
6084
Py_DECREF(__pyx_4); __pyx_4 = 0;
5145
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5146
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5147
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5148
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5149
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6085
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6086
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6087
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6088
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6089
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5150
6090
Py_INCREF(((PyObject *)__pyx_v_oscale));
5151
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5152
PyTuple_SET_ITEM(__pyx_2, 1, __pyx_4);
5153
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5154
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5155
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5156
Py_DECREF(__pyx_2); __pyx_2 = 0;
5157
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5158
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_4);
5159
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5160
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5161
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5162
Py_DECREF(__pyx_3); __pyx_3 = 0;
5163
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5164
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5165
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5166
5167
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":955 */
5168
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5169
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6095
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6100
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6101
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6102
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6103
__pyx_1 = PyObject_IsTrue(__pyx_3); if (__pyx_1 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1203; goto __pyx_L1;}
6104
Py_DECREF(__pyx_3); __pyx_3 = 0;
6105
if (__pyx_1) {
6106
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6107
Py_INCREF(__pyx_k126p);
6108
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_k126p);
6109
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5173
6110
Py_DECREF(__pyx_4); __pyx_4 = 0;
5174
Py_DECREF(__pyx_1); __pyx_1 = 0;
5175
__Pyx_Raise(__pyx_3, 0, 0);
5176
Py_DECREF(__pyx_3); __pyx_3 = 0;
5177
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 955; goto __pyx_L1;}
5178
goto __pyx_L2;
6111
__Pyx_Raise(__pyx_5, 0, 0);
6112
Py_DECREF(__pyx_5); __pyx_5 = 0;
6113
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1204; goto __pyx_L1;}
6114
goto __pyx_L5;
5179
6115
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5180
__pyx_L2:;
6116
__pyx_L5:;
5181
6117
5182
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":956 */
5183
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6118
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1205 */
6119
__pyx_2 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_wald,__pyx_v_size,__pyx_v_omean,__pyx_v_oscale); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1205; goto __pyx_L1;}
5184
6120
__pyx_r = __pyx_2;
5185
6121
__pyx_2 = 0;
5186
6122
goto __pyx_L0;
5188
6124
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5189
6125
goto __pyx_L0;
5190
6126
__pyx_L1:;
5191
Py_XDECREF(__pyx_1);
5192
6127
Py_XDECREF(__pyx_2);
5193
6128
Py_XDECREF(__pyx_3);
5194
6129
Py_XDECREF(__pyx_4);
6130
Py_XDECREF(__pyx_5);
5195
6131
__Pyx_AddTraceback("mtrand.RandomState.wald");
5196
6132
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5197
6133
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5207
6143
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5208
6144
static PyObject *__pyx_n_equal;
5209
6145
5210
static PyObject *__pyx_k99p;
5211
static PyObject *__pyx_k100p;
5212
static PyObject *__pyx_k101p;
6146
static PyObject *__pyx_k127p;
6147
static PyObject *__pyx_k128p;
6148
static PyObject *__pyx_k129p;
6149
static PyObject *__pyx_k130p;
6150
static PyObject *__pyx_k131p;
6151
static PyObject *__pyx_k132p;
5213
6152
5214
static char (__pyx_k99[]) = "left > mode";
5215
static char (__pyx_k100[]) = "mode > right";
5216
static char (__pyx_k101[]) = "left == right";
6153
static char __pyx_k127[] = "left > mode";
6154
static char __pyx_k128[] = "mode > right";
6155
static char __pyx_k129[] = "left == right";
6156
static char __pyx_k130[] = "left > mode";
6157
static char __pyx_k131[] = "mode > right";
6158
static char __pyx_k132[] = "left == right";
5217
6159
5218
6160
static PyObject *__pyx_f_6mtrand_11RandomState_triangular(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
5219
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6161
static char __pyx_doc_6mtrand_11RandomState_triangular[] = "Triangular distribution starting at left, peaking at mode, and\n ending at right (left <= mode <= right).\n\n triangular(left, mode, right, size=None)\n ";
5220
6162
static PyObject *__pyx_f_6mtrand_11RandomState_triangular(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
5221
6163
PyObject *__pyx_v_left = 0;
5222
6164
PyObject *__pyx_v_mode = 0;
5225
6167
PyArrayObject *__pyx_v_oleft;
5226
6168
PyArrayObject *__pyx_v_omode;
5227
6169
PyArrayObject *__pyx_v_oright;
6170
double __pyx_v_fleft;
6171
double __pyx_v_fmode;
6172
double __pyx_v_fright;
5228
6173
PyObject *__pyx_r;
5229
PyObject *__pyx_1 = 0;
6174
int __pyx_1;
5230
6175
PyObject *__pyx_2 = 0;
5231
6176
PyObject *__pyx_3 = 0;
5232
6177
PyObject *__pyx_4 = 0;
5233
int __pyx_5;
6178
PyObject *__pyx_5 = 0;
5234
6179
static char *__pyx_argnames[] = {"left","mode","right","size",0};
5235
6180
__pyx_v_size = __pyx_k49;
5236
6181
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "OOO|O", __pyx_argnames, &__pyx_v_left, &__pyx_v_mode, &__pyx_v_right, &__pyx_v_size)) return 0;
5243
6188
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5244
6189
__pyx_v_oright = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
5245
6190
5246
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":967 */
5247
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5248
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
6191
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1218 */
6192
__pyx_v_fleft = PyFloat_AsDouble(__pyx_v_left);
6193
6194
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1219 */
6195
__pyx_v_fright = PyFloat_AsDouble(__pyx_v_right);
6196
6197
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1220 */
6198
__pyx_v_fmode = PyFloat_AsDouble(__pyx_v_mode);
6199
6200
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1221 */
6201
__pyx_1 = (!PyErr_Occurred());
6202
if (__pyx_1) {
6203
6204
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1222 */
6205
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6206
if (__pyx_1) {
6207
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1223; goto __pyx_L1;}
6208
Py_INCREF(__pyx_k127p);
6209
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k127p);
6210
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6211
Py_DECREF(__pyx_2); __pyx_2 = 0;
6212
__Pyx_Raise(__pyx_3, 0, 0);
6213
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6214
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1223; goto __pyx_L1;}
6215
goto __pyx_L3;
6216
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6217
__pyx_L3:;
6218
6219
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1224 */
6220
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6221
if (__pyx_1) {
6222
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1225; goto __pyx_L1;}
6223
Py_INCREF(__pyx_k128p);
6224
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k128p);
6225
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1225; goto __pyx_L1;}
6226
Py_DECREF(__pyx_2); __pyx_2 = 0;
6227
__Pyx_Raise(__pyx_3, 0, 0);
6228
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6229
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1225; goto __pyx_L1;}
6230
goto __pyx_L4;
6231
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6232
__pyx_L4:;
6233
6234
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1226 */
6235
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6236
if (__pyx_1) {
6237
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1227; goto __pyx_L1;}
6238
Py_INCREF(__pyx_k129p);
6239
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k129p);
6240
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6241
Py_DECREF(__pyx_2); __pyx_2 = 0;
6242
__Pyx_Raise(__pyx_3, 0, 0);
6243
Py_DECREF(__pyx_3); __pyx_3 = 0;
6244
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1227; goto __pyx_L1;}
6245
goto __pyx_L5;
6246
}
6247
__pyx_L5:;
6248
6249
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1228 */
6250
__pyx_2 = __pyx_f_6mtrand_cont3_array_sc(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_triangular,__pyx_v_size,__pyx_v_fleft,__pyx_v_fmode,__pyx_v_fright); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1228; goto __pyx_L1;}
6251
__pyx_r = __pyx_2;
6252
__pyx_2 = 0;
6253
goto __pyx_L0;
6254
goto __pyx_L2;
6255
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6256
__pyx_L2:;
6257
6258
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1231 */
6259
PyErr_Clear();
6260
6261
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1232 */
6262
__pyx_3 = PyArray_FROM_OTF(__pyx_v_left,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1232; goto __pyx_L1;}
6263
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
5249
6264
Py_DECREF(((PyObject *)__pyx_v_oleft));
5250
__pyx_v_oleft = ((PyArrayObject *)__pyx_1);
5251
Py_DECREF(__pyx_1); __pyx_1 = 0;
6265
__pyx_v_oleft = ((PyArrayObject *)__pyx_3);
6266
Py_DECREF(__pyx_3); __pyx_3 = 0;
5252
6267
5253
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":968 */
5254
__pyx_1 = PyArray_FROM_OTF(__pyx_v_mode,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 968; goto __pyx_L1;}
5255
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
6268
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1233 */
6269
__pyx_2 = PyArray_FROM_OTF(__pyx_v_mode,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1233; goto __pyx_L1;}
6270
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
5256
6271
Py_DECREF(((PyObject *)__pyx_v_omode));
5257
__pyx_v_omode = ((PyArrayObject *)__pyx_1);
5258
Py_DECREF(__pyx_1); __pyx_1 = 0;
6272
__pyx_v_omode = ((PyArrayObject *)__pyx_2);
6273
Py_DECREF(__pyx_2); __pyx_2 = 0;
5259
6274
5260
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":969 */
5261
__pyx_1 = PyArray_FROM_OTF(__pyx_v_right,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 969; goto __pyx_L1;}
5262
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
6275
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1234 */
6276
__pyx_3 = PyArray_FROM_OTF(__pyx_v_right,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1234; goto __pyx_L1;}
6277
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
5263
6278
Py_DECREF(((PyObject *)__pyx_v_oright));
5264
__pyx_v_oright = ((PyArrayObject *)__pyx_1);
5265
Py_DECREF(__pyx_1); __pyx_1 = 0;
6279
__pyx_v_oright = ((PyArrayObject *)__pyx_3);
6280
Py_DECREF(__pyx_3); __pyx_3 = 0;
5266
6281
5267
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":971 */
5268
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 971; goto __pyx_L1;}
5269
__pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 971; goto __pyx_L1;}
5270
Py_DECREF(__pyx_1); __pyx_1 = 0;
5271
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 971; goto __pyx_L1;}
5272
__pyx_3 = PyObject_GetAttr(__pyx_1, __pyx_n_greater); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 971; goto __pyx_L1;}
5273
Py_DECREF(__pyx_1); __pyx_1 = 0;
5274
__pyx_1 = PyTuple_New(2); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 971; goto __pyx_L1;}
6282
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1236 */
6283
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6284
__pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_any); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1236; goto __pyx_L1;}
6285
Py_DECREF(__pyx_2); __pyx_2 = 0;
6286
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1236; goto __pyx_L1;}
6287
__pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_greater); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1236; goto __pyx_L1;}
6288
Py_DECREF(__pyx_2); __pyx_2 = 0;
6289
__pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1236; goto __pyx_L1;}
5275
6290
Py_INCREF(((PyObject *)__pyx_v_oleft));
5276
PyTuple_SET_ITEM(__pyx_1, 0, ((PyObject *)__pyx_v_oleft));
6291
PyTuple_SET_ITEM(__pyx_2, 0, ((PyObject *)__pyx_v_oleft));
5277
6292
Py_INCREF(((PyObject *)__pyx_v_omode));
5278
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5279
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5280
Py_DECREF(__pyx_3); __pyx_3 = 0;
5281
Py_DECREF(__pyx_1); __pyx_1 = 0;
5282
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5283
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5284
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5285
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5286
Py_DECREF(__pyx_2); __pyx_2 = 0;
5287
Py_DECREF(__pyx_3); __pyx_3 = 0;
5288
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5289
Py_DECREF(__pyx_1); __pyx_1 = 0;
5290
if (__pyx_5) {
5291
5292
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":972 */
5293
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5294
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5295
Py_INCREF(__pyx_k99p);
5296
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k99p);
5297
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5298
Py_DECREF(__pyx_4); __pyx_4 = 0;
5299
Py_DECREF(__pyx_2); __pyx_2 = 0;
6293
PyTuple_SET_ITEM(__pyx_2, 1, ((PyObject *)__pyx_v_omode));
6294
__pyx_5 = PyObject_CallObject(__pyx_4, __pyx_2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1236; goto __pyx_L1;}
6295
Py_DECREF(__pyx_4); __pyx_4 = 0;
6296
Py_DECREF(__pyx_2); __pyx_2 = 0;
6297
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6298
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_5);
6299
__pyx_5 = 0;
6300
__pyx_2 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1236; goto __pyx_L1;}
6301
Py_DECREF(__pyx_3); __pyx_3 = 0;
6302
Py_DECREF(__pyx_4); __pyx_4 = 0;
6303
__pyx_1 = PyObject_IsTrue(__pyx_2); if (__pyx_1 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1236; goto __pyx_L1;}
6304
Py_DECREF(__pyx_2); __pyx_2 = 0;
6305
if (__pyx_1) {
6306
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6307
Py_INCREF(__pyx_k130p);
6308
PyTuple_SET_ITEM(__pyx_5, 0, __pyx_k130p);
6309
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_5); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1237; goto __pyx_L1;}
6310
Py_DECREF(__pyx_5); __pyx_5 = 0;
5300
6311
__Pyx_Raise(__pyx_3, 0, 0);
5301
6312
Py_DECREF(__pyx_3); __pyx_3 = 0;
5302
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 972; goto __pyx_L1;}
5303
goto __pyx_L2;
6313
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6314
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5304
6315
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5305
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6316
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5306
6317
5307
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":973 */
5308
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5309
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5310
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5311
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5312
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5313
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5314
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6318
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6319
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6320
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6321
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6322
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6323
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6324
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6325
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6326
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5318
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5319
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5320
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6327
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6330
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6331
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6332
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6334
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6335
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6336
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6337
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6338
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6340
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6341
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6342
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6344
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6345
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6350
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6351
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6354
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6356
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6357
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6358
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6359
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6360
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6361
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6362
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6363
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6364
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6365
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6366
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6367
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6368
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6370
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6371
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6372
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6373
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6374
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6375
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6376
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6377
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6378
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6380
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6381
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6382
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6384
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6385
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6386
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6387
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6389
6390
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6391
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6392
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5324
6393
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5325
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5326
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5327
Py_DECREF(__pyx_3); __pyx_3 = 0;
5328
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5329
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5330
if (__pyx_5) {
5331
5332
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":974 */
5333
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5334
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5335
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5336
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5337
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5338
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5339
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5340
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5341
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5342
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5343
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5344
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5346
5347
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":975 */
5348
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5349
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5350
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5351
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5352
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5353
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5355
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5359
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5360
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5361
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5362
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5363
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5364
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5365
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5366
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5367
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5368
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5369
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5370
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5371
5372
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":976 */
5373
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5374
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5375
Py_INCREF(__pyx_k101p);
5376
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5377
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5378
Py_DECREF(__pyx_4); __pyx_4 = 0;
5379
Py_DECREF(__pyx_2); __pyx_2 = 0;
5380
__Pyx_Raise(__pyx_3, 0, 0);
5381
Py_DECREF(__pyx_3); __pyx_3 = 0;
5382
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 976; goto __pyx_L1;}
5383
goto __pyx_L4;
5384
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5385
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5386
5387
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":977 */
5388
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5389
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5390
__pyx_1 = 0;
5391
6394
goto __pyx_L0;
5392
6395
5393
6396
__pyx_r = Py_None; Py_INCREF(Py_None);
5394
6397
goto __pyx_L0;
5395
6398
__pyx_L1:;
5396
Py_XDECREF(__pyx_1);
5397
6399
Py_XDECREF(__pyx_2);
5398
6400
Py_XDECREF(__pyx_3);
5399
6401
Py_XDECREF(__pyx_4);
6402
Py_XDECREF(__pyx_5);
5400
6403
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5401
6404
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5402
6405
__pyx_L0:;
5411
6414
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5412
6415
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5413
6416
5414
static PyObject *__pyx_k102p;
5415
static PyObject *__pyx_k103p;
5416
static PyObject *__pyx_k104p;
6417
static PyObject *__pyx_k133p;
6418
static PyObject *__pyx_k134p;
6419
static PyObject *__pyx_k135p;
6420
static PyObject *__pyx_k136p;
6421
static PyObject *__pyx_k137p;
6422
static PyObject *__pyx_k138p;
5417
6423
5418
static char (__pyx_k102[]) = "n <= 0";
5419
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5420
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6424
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6425
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6426
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6427
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6428
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6429
static char __pyx_k138[] = "p > 1";
5421
6430
5422
6431
static PyObject *__pyx_f_6mtrand_11RandomState_binomial(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
5423
6432
static char __pyx_doc_6mtrand_11RandomState_binomial[] = "Binomial distribution of n trials and p probability of success.\n\n binomial(n, p, size=None) -> random values\n ";
5427
6436
PyObject *__pyx_v_size = 0;
5428
6437
PyArrayObject *__pyx_v_on;
5429
6438
PyArrayObject *__pyx_v_op;
6439
long __pyx_v_ln;
6440
double __pyx_v_fp;
5430
6441
PyObject *__pyx_r;
5431
PyObject *__pyx_1 = 0;
6442
int __pyx_1;
5432
6443
PyObject *__pyx_2 = 0;
5433
6444
PyObject *__pyx_3 = 0;
5434
6445
PyObject *__pyx_4 = 0;
5435
int __pyx_5;
6446
PyObject *__pyx_5 = 0;
5436
6447
static char *__pyx_argnames[] = {"n","p","size",0};
5437
6448
__pyx_v_size = __pyx_k50;
5438
6449
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "OO|O", __pyx_argnames, &__pyx_v_n, &__pyx_v_p, &__pyx_v_size)) return 0;
5443
6454
__pyx_v_on = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
5444
6455
__pyx_v_op = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
5445
6456
5446
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":988 */
5447
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5448
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
6457
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1255 */
6458
__pyx_v_fp = PyFloat_AsDouble(__pyx_v_p);
6459
6460
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1256 */
6461
__pyx_v_ln = PyInt_AsLong(__pyx_v_n);
6462
6463
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1257 */
6464
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6465
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6466
6467
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1258 */
6468
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6469
if (__pyx_1) {
6470
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6471
Py_INCREF(__pyx_k133p);
6472
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k133p);
6473
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6474
Py_DECREF(__pyx_2); __pyx_2 = 0;
6475
__Pyx_Raise(__pyx_3, 0, 0);
6476
Py_DECREF(__pyx_3); __pyx_3 = 0;
6477
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1259; goto __pyx_L1;}
6478
goto __pyx_L3;
6479
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6480
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6481
6482
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1260 */
6483
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6484
if (__pyx_1) {
6485
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6486
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6509
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6518
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5462
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5463
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5464
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5465
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5492
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5495
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5496
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5498
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5500
5501
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5502
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5509
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5513
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5514
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5519
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5520
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5521
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5527
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5528
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5529
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5533
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5534
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5537
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5538
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5542
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5544
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5547
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5555
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5560
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5561
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5562
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5563
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5564
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5568
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5570
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5578
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5579
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5580
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5582
5583
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":996 */
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5586
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6586
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6587
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6588
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6589
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6590
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6591
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6596
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6600
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6601
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6604
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6609
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6611
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6612
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6613
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6614
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6615
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6617
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6618
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6619
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6620
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6621
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6622
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6623
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6624
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6626
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6627
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6628
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6629
Py_DECREF(__pyx_3); __pyx_3 = 0;
6630
Py_DECREF(__pyx_5); __pyx_5 = 0;
6631
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6632
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6633
if (__pyx_1) {
6634
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6635
Py_INCREF(__pyx_k138p);
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PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k138p);
6637
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6638
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6639
__Pyx_Raise(__pyx_3, 0, 0);
6640
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6641
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6642
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6643
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6644
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6645
6646
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6647
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6648
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6649
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5587
6650
goto __pyx_L0;
5588
6651
5589
6652
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5590
6653
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5591
6654
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5592
Py_XDECREF(__pyx_1);
5593
6655
Py_XDECREF(__pyx_2);
5594
6656
Py_XDECREF(__pyx_3);
5595
6657
Py_XDECREF(__pyx_4);
6658
Py_XDECREF(__pyx_5);
5596
6659
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5597
6660
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5598
6661
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5605
6668
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5606
6669
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5607
6670
5608
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5609
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5610
static PyObject *__pyx_k107p;
6671
static PyObject *__pyx_k139p;
6672
static PyObject *__pyx_k140p;
6673
static PyObject *__pyx_k141p;
6674
static PyObject *__pyx_k142p;
6675
static PyObject *__pyx_k143p;
6676
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5611
6677
5612
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5613
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5614
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6678
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6679
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6680
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6681
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6682
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6683
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5615
6684
5616
6685
static PyObject *__pyx_f_6mtrand_11RandomState_negative_binomial(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
5617
6686
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5621
6690
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5622
6691
PyArrayObject *__pyx_v_on;
5623
6692
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6693
long __pyx_v_ln;
6694
double __pyx_v_fp;
5624
6695
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5625
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6696
int __pyx_1;
5626
6697
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5627
6698
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5628
6699
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5629
int __pyx_5;
6700
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5630
6701
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5631
6702
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5632
6703
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5637
6708
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5638
6709
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5639
6710
5640
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1005 */
5641
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5642
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
6711
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6712
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6713
6714
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1289 */
6715
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6716
6717
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1290 */
6718
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6719
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6720
6721
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6722
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6723
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6724
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6725
Py_INCREF(__pyx_k139p);
6726
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k139p);
6727
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6728
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6729
__Pyx_Raise(__pyx_3, 0, 0);
6730
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6731
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6732
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6733
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6734
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6735
6736
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1293 */
6737
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6738
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6739
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6745
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6746
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6747
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6748
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6749
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6750
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6751
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6752
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6753
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6754
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6755
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6756
__Pyx_Raise(__pyx_3, 0, 0);
6757
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6758
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6759
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6760
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6761
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6762
6763
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1297 */
6764
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6765
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6766
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6767
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6768
goto __pyx_L2;
6769
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6770
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6771
6772
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1300 */
6773
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6774
6775
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1302 */
6776
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6777
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5643
6778
Py_DECREF(((PyObject *)__pyx_v_on));
5644
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5645
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6779
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6780
Py_DECREF(__pyx_3); __pyx_3 = 0;
5646
6781
5647
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1006 */
5648
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5649
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
6782
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1303 */
6783
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6784
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
5650
6785
Py_DECREF(((PyObject *)__pyx_v_op));
5651
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5652
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6786
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6787
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5653
6788
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5655
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5656
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5657
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5658
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5659
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5660
Py_DECREF(__pyx_1); __pyx_1 = 0;
5661
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5662
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6789
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1304 */
6790
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6791
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6792
Py_DECREF(__pyx_3); __pyx_3 = 0;
6793
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6794
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6795
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6797
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5663
6798
Py_INCREF(__pyx_v_n);
5664
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5666
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5667
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5668
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5669
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5673
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5674
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5675
Py_DECREF(__pyx_3); __pyx_3 = 0;
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5721
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5727
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5733
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5736
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5738
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5750
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5751
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5755
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5756
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5757
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5758
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5762
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1012 */
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5764
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5772
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5773
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5774
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5777
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1013 */
5778
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5779
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5780
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6799
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6800
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6802
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6807
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6808
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6809
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6810
Py_DECREF(__pyx_4); __pyx_4 = 0;
6811
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6812
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6813
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6814
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6815
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6816
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_k142p);
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6818
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6821
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6822
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6823
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6826
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6827
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6828
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6829
Py_DECREF(__pyx_4); __pyx_4 = 0;
6830
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6831
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6832
Py_DECREF(__pyx_3); __pyx_3 = 0;
6833
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6834
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6835
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6836
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_v_p);
6837
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6838
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6839
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6840
Py_DECREF(__pyx_2); __pyx_2 = 0;
6841
Py_DECREF(__pyx_3); __pyx_3 = 0;
6842
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6843
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6844
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6845
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6846
Py_DECREF(__pyx_5); __pyx_5 = 0;
6847
Py_DECREF(__pyx_2); __pyx_2 = 0;
6848
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6849
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6850
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6851
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6852
Py_INCREF(__pyx_k143p);
6853
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6854
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6855
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6856
__Pyx_Raise(__pyx_5, 0, 0);
6857
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6858
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6859
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6860
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6861
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6862
6863
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6864
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6865
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6866
Py_DECREF(__pyx_2); __pyx_2 = 0;
6867
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6868
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6869
Py_DECREF(__pyx_4); __pyx_4 = 0;
6870
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6871
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6873
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6874
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6875
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6876
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6877
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6878
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6880
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6881
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6882
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6883
Py_DECREF(__pyx_3); __pyx_3 = 0;
6884
Py_DECREF(__pyx_5); __pyx_5 = 0;
6885
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6886
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6887
if (__pyx_1) {
6888
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6889
Py_INCREF(__pyx_k144p);
6890
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k144p);
6891
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6892
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6894
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6895
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1309; goto __pyx_L1;}
6896
goto __pyx_L7;
6897
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6898
__pyx_L7:;
6899
6900
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1310 */
6901
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6902
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6903
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5781
6904
goto __pyx_L0;
5782
6905
5783
6906
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5784
6907
goto __pyx_L0;
5785
6908
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5786
Py_XDECREF(__pyx_1);
5787
6909
Py_XDECREF(__pyx_2);
5788
6910
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5789
6911
Py_XDECREF(__pyx_4);
6912
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5790
6913
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6914
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5792
6915
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6922
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5800
6923
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5801
6924
5802
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6925
static PyObject *__pyx_k145p;
6926
static PyObject *__pyx_k146p;
5803
6927
5804
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6928
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6929
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5805
6930
5806
6931
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5807
6932
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5809
6934
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5810
6935
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5811
6936
PyArrayObject *__pyx_v_olam;
6937
double __pyx_v_flam;
5812
6938
PyObject *__pyx_r;
5813
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6939
int __pyx_1;
5814
6940
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5815
6941
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5816
6942
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5817
int __pyx_5;
6943
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5818
6944
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5819
6945
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5820
6946
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5824
6950
Py_INCREF(__pyx_v_size);
5825
6951
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5826
6952
5827
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1022 */
5828
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5829
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
6953
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1320 */
6954
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6955
6956
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1321 */
6957
__pyx_1 = (!PyErr_Occurred());
6958
if (__pyx_1) {
6959
6960
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1322 */
6961
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6962
if (PyObject_Cmp(__pyx_v_lam, __pyx_2, &__pyx_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1322; goto __pyx_L1;}
6963
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6964
Py_DECREF(__pyx_2); __pyx_2 = 0;
6965
if (__pyx_1) {
6966
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6967
Py_INCREF(__pyx_k145p);
6968
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k145p);
6969
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6970
Py_DECREF(__pyx_2); __pyx_2 = 0;
6971
__Pyx_Raise(__pyx_3, 0, 0);
6972
Py_DECREF(__pyx_3); __pyx_3 = 0;
6973
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1323; goto __pyx_L1;}
6974
goto __pyx_L3;
6975
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6976
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6977
6978
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1324 */
6979
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6980
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6981
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6982
goto __pyx_L0;
6983
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6984
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6985
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6986
6987
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1326 */
6988
PyErr_Clear();
6989
6990
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1328 */
6991
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6992
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
5830
6993
Py_DECREF(((PyObject *)__pyx_v_olam));
5831
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5832
Py_DECREF(__pyx_1); __pyx_1 = 0;
6994
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6995
Py_DECREF(__pyx_3); __pyx_3 = 0;
5833
6996
5834
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1023 */
5835
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5836
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5837
Py_DECREF(__pyx_1); __pyx_1 = 0;
5838
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5839
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5840
Py_DECREF(__pyx_1); __pyx_1 = 0;
5841
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5842
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6997
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1329 */
6998
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6999
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7000
Py_DECREF(__pyx_2); __pyx_2 = 0;
7001
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7002
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7003
Py_DECREF(__pyx_2); __pyx_2 = 0;
7004
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7005
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5843
7006
Py_INCREF(((PyObject *)__pyx_v_olam));
5844
PyTuple_SET_ITEM(__pyx_4, 0, ((PyObject *)__pyx_v_olam));
5845
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_1);
5846
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5847
__pyx_1 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1023; goto __pyx_L1;}
5848
Py_DECREF(__pyx_3); __pyx_3 = 0;
5849
Py_DECREF(__pyx_4); __pyx_4 = 0;
5850
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5851
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_1);
5852
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5853
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5854
Py_DECREF(__pyx_2); __pyx_2 = 0;
5855
Py_DECREF(__pyx_3); __pyx_3 = 0;
5856
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5857
Py_DECREF(__pyx_4); __pyx_4 = 0;
5858
if (__pyx_5) {
5859
5860
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1024 */
5861
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5862
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5863
Py_INCREF(__pyx_k108p);
5864
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k108p);
5865
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5866
Py_DECREF(__pyx_1); __pyx_1 = 0;
7007
PyTuple_SET_ITEM(__pyx_5, 0, ((PyObject *)__pyx_v_olam));
7008
PyTuple_SET_ITEM(__pyx_5, 1, __pyx_2);
7009
__pyx_2 = 0;
7010
__pyx_2 = PyObject_CallObject(__pyx_4, __pyx_5); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1329; goto __pyx_L1;}
7011
Py_DECREF(__pyx_4); __pyx_4 = 0;
7012
Py_DECREF(__pyx_5); __pyx_5 = 0;
7013
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7014
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_2);
7015
__pyx_2 = 0;
7016
__pyx_5 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1329; goto __pyx_L1;}
7017
Py_DECREF(__pyx_3); __pyx_3 = 0;
7018
Py_DECREF(__pyx_4); __pyx_4 = 0;
7019
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7020
Py_DECREF(__pyx_5); __pyx_5 = 0;
7021
if (__pyx_1) {
7022
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1330; goto __pyx_L1;}
7023
Py_INCREF(__pyx_k146p);
7024
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k146p);
7025
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1330; goto __pyx_L1;}
5867
7026
Py_DECREF(__pyx_2); __pyx_2 = 0;
5868
7027
__Pyx_Raise(__pyx_3, 0, 0);
5869
7028
Py_DECREF(__pyx_3); __pyx_3 = 0;
5870
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1024; goto __pyx_L1;}
5871
goto __pyx_L2;
7029
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1330; goto __pyx_L1;}
7030
goto __pyx_L4;
5872
7031
}
5873
__pyx_L2:;
7032
__pyx_L4:;
5874
7033
5875
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1025 */
5876
__pyx_4 = __pyx_f_6mtrand_discd_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_poisson,__pyx_v_size,__pyx_v_olam); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1025; goto __pyx_L1;}
7034
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1331 */
7035
__pyx_4 = __pyx_f_6mtrand_discd_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_poisson,__pyx_v_size,__pyx_v_olam); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1331; goto __pyx_L1;}
5877
7036
__pyx_r = __pyx_4;
5878
7037
__pyx_4 = 0;
5879
7038
goto __pyx_L0;
5881
7040
__pyx_r = Py_None; Py_INCREF(Py_None);
5882
7041
goto __pyx_L0;
5883
7042
__pyx_L1:;
5884
Py_XDECREF(__pyx_1);
5885
7043
Py_XDECREF(__pyx_2);
5886
7044
Py_XDECREF(__pyx_3);
5887
7045
Py_XDECREF(__pyx_4);
7046
Py_XDECREF(__pyx_5);
5888
7047
__Pyx_AddTraceback("mtrand.RandomState.poisson");
5889
7048
__pyx_r = 0;
5890
7049
__pyx_L0:;
5895
7054
return __pyx_r;
5896
7055
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5897
7056
5898
static PyObject *__pyx_k109p;
7057
static PyObject *__pyx_k147p;
7058
static PyObject *__pyx_k148p;
5899
7059
5900
static char (__pyx_k109[]) = "a <= 1.0";
7060
static char __pyx_k147[] = "a <= 1.0";
7061
static char __pyx_k148[] = "a <= 1.0";
5901
7062
5902
7063
static PyObject *__pyx_f_6mtrand_11RandomState_zipf(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
5903
static char __pyx_doc_6mtrand_11RandomState_zipf[] = "Zipf distribution.\n \n zipf(a, size=None)\n ";
7064
static char __pyx_doc_6mtrand_11RandomState_zipf[] = "Zipf distribution.\n\n zipf(a, size=None)\n ";
5904
7065
static PyObject *__pyx_f_6mtrand_11RandomState_zipf(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
5905
7066
PyObject *__pyx_v_a = 0;
5906
7067
PyObject *__pyx_v_size = 0;
5907
7068
PyArrayObject *__pyx_v_oa;
7069
double __pyx_v_fa;
5908
7070
PyObject *__pyx_r;
5909
PyObject *__pyx_1 = 0;
7071
int __pyx_1;
5910
7072
PyObject *__pyx_2 = 0;
5911
7073
PyObject *__pyx_3 = 0;
5912
7074
PyObject *__pyx_4 = 0;
5913
int __pyx_5;
7075
PyObject *__pyx_5 = 0;
5914
7076
static char *__pyx_argnames[] = {"a","size",0};
5915
7077
__pyx_v_size = __pyx_k54;
5916
7078
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "O|O", __pyx_argnames, &__pyx_v_a, &__pyx_v_size)) return 0;
5919
7081
Py_INCREF(__pyx_v_size);
5920
7082
__pyx_v_oa = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
5921
7083
5922
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1033 */
5923
__pyx_1 = PyArray_FROM_OTF(__pyx_v_a,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1033; goto __pyx_L1;}
5924
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
7084
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1341 */
7085
__pyx_v_fa = PyFloat_AsDouble(__pyx_v_a);
7086
7087
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1342 */
7088
__pyx_1 = (!PyErr_Occurred());
7089
if (__pyx_1) {
7090
7091
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1343 */
7092
__pyx_1 = (__pyx_v_fa <= 1.0);
7093
if (__pyx_1) {
7094
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1344; goto __pyx_L1;}
7095
Py_INCREF(__pyx_k147p);
7096
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k147p);
7097
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7098
Py_DECREF(__pyx_2); __pyx_2 = 0;
7099
__Pyx_Raise(__pyx_3, 0, 0);
7100
Py_DECREF(__pyx_3); __pyx_3 = 0;
7101
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1344; goto __pyx_L1;}
7102
goto __pyx_L3;
7103
}
7104
__pyx_L3:;
7105
7106
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1345 */
7107
__pyx_2 = __pyx_f_6mtrand_discd_array_sc(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_zipf,__pyx_v_size,__pyx_v_fa); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1345; goto __pyx_L1;}
7108
__pyx_r = __pyx_2;
7109
__pyx_2 = 0;
7110
goto __pyx_L0;
7111
goto __pyx_L2;
7112
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7113
__pyx_L2:;
7114
7115
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1347 */
7116
PyErr_Clear();
7117
7118
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1349 */
7119
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7120
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
5925
7121
Py_DECREF(((PyObject *)__pyx_v_oa));
5926
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5927
Py_DECREF(__pyx_1); __pyx_1 = 0;
7122
__pyx_v_oa = ((PyArrayObject *)__pyx_3);
7123
Py_DECREF(__pyx_3); __pyx_3 = 0;
5928
7124
5929
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1034 */
5930
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5931
__pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1034; goto __pyx_L1;}
5932
Py_DECREF(__pyx_1); __pyx_1 = 0;
5933
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1034; goto __pyx_L1;}
5934
__pyx_3 = PyObject_GetAttr(__pyx_1, __pyx_n_less_equal); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1034; goto __pyx_L1;}
5935
Py_DECREF(__pyx_1); __pyx_1 = 0;
5936
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5937
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7125
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1350 */
7126
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7127
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7128
Py_DECREF(__pyx_2); __pyx_2 = 0;
7129
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1350; goto __pyx_L1;}
7130
__pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_less_equal); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1350; goto __pyx_L1;}
7131
Py_DECREF(__pyx_2); __pyx_2 = 0;
7132
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7133
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5938
7134
Py_INCREF(((PyObject *)__pyx_v_oa));
5939
PyTuple_SET_ITEM(__pyx_4, 0, ((PyObject *)__pyx_v_oa));
5940
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_1);
5941
__pyx_1 = 0;
5942
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5943
Py_DECREF(__pyx_3); __pyx_3 = 0;
5944
Py_DECREF(__pyx_4); __pyx_4 = 0;
5945
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5946
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_1);
5947
__pyx_1 = 0;
5948
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5949
Py_DECREF(__pyx_2); __pyx_2 = 0;
5950
Py_DECREF(__pyx_3); __pyx_3 = 0;
5951
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5952
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5953
if (__pyx_5) {
5954
5955
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1035 */
5956
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5957
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5958
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5959
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k109p);
5960
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5961
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7135
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7136
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7137
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7138
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7139
Py_DECREF(__pyx_4); __pyx_4 = 0;
7140
Py_DECREF(__pyx_5); __pyx_5 = 0;
7141
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7142
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_2);
7143
__pyx_2 = 0;
7144
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7145
Py_DECREF(__pyx_3); __pyx_3 = 0;
7146
Py_DECREF(__pyx_4); __pyx_4 = 0;
7147
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7148
Py_DECREF(__pyx_5); __pyx_5 = 0;
7149
if (__pyx_1) {
7150
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7151
Py_INCREF(__pyx_k148p);
7152
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k148p);
7153
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5962
7154
Py_DECREF(__pyx_2); __pyx_2 = 0;
5963
7155
__Pyx_Raise(__pyx_3, 0, 0);
5964
7156
Py_DECREF(__pyx_3); __pyx_3 = 0;
5965
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1035; goto __pyx_L1;}
5966
goto __pyx_L2;
7157
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1351; goto __pyx_L1;}
7158
goto __pyx_L4;
5967
7159
}
5968
__pyx_L2:;
7160
__pyx_L4:;
5969
7161
5970
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1036 */
5971
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7162
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1352 */
7163
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5972
7164
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5973
7165
__pyx_4 = 0;
5974
7166
goto __pyx_L0;
5976
7168
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5977
7169
goto __pyx_L0;
5978
7170
__pyx_L1:;
5979
Py_XDECREF(__pyx_1);
5980
7171
Py_XDECREF(__pyx_2);
5981
7172
Py_XDECREF(__pyx_3);
5982
7173
Py_XDECREF(__pyx_4);
7174
Py_XDECREF(__pyx_5);
5983
7175
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5984
7176
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5985
7177
__pyx_L0:;
5990
7182
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5991
7183
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5992
7184
5993
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5994
static PyObject *__pyx_k111p;
7185
static PyObject *__pyx_k149p;
7186
static PyObject *__pyx_k150p;
7187
static PyObject *__pyx_k151p;
7188
static PyObject *__pyx_k152p;
5995
7189
5996
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5997
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7190
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7191
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7192
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7193
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5998
7194
5999
7195
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6000
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7196
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6001
7197
static PyObject *__pyx_f_6mtrand_11RandomState_geometric(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
6002
7198
PyObject *__pyx_v_p = 0;
6003
7199
PyObject *__pyx_v_size = 0;
6004
7200
PyArrayObject *__pyx_v_op;
7201
double __pyx_v_fp;
6005
7202
PyObject *__pyx_r;
6006
PyObject *__pyx_1 = 0;
7203
int __pyx_1;
6007
7204
PyObject *__pyx_2 = 0;
6008
7205
PyObject *__pyx_3 = 0;
6009
7206
PyObject *__pyx_4 = 0;
6010
int __pyx_5;
7207
PyObject *__pyx_5 = 0;
6011
7208
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6012
7209
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6013
7210
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "O|O", __pyx_argnames, &__pyx_v_p, &__pyx_v_size)) return 0;
6016
7213
Py_INCREF(__pyx_v_size);
6017
7214
__pyx_v_op = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
6018
7215
6019
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1045 */
6020
__pyx_1 = PyArray_FROM_OTF(__pyx_v_p,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1045; goto __pyx_L1;}
6021
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
7216
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1363 */
7217
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7218
7219
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1364 */
7220
__pyx_1 = (!PyErr_Occurred());
7221
if (__pyx_1) {
7222
7223
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1365 */
7224
__pyx_1 = (__pyx_v_fp < 0.0);
7225
if (__pyx_1) {
7226
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7227
Py_INCREF(__pyx_k149p);
7228
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k149p);
7229
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7230
Py_DECREF(__pyx_2); __pyx_2 = 0;
7231
__Pyx_Raise(__pyx_3, 0, 0);
7232
Py_DECREF(__pyx_3); __pyx_3 = 0;
7233
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1366; goto __pyx_L1;}
7234
goto __pyx_L3;
7235
}
7236
__pyx_L3:;
7237
7238
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1367 */
7239
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7240
if (__pyx_1) {
7241
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1368; goto __pyx_L1;}
7242
Py_INCREF(__pyx_k150p);
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PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k150p);
7244
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7245
Py_DECREF(__pyx_2); __pyx_2 = 0;
7246
__Pyx_Raise(__pyx_3, 0, 0);
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7248
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1368; goto __pyx_L1;}
7249
goto __pyx_L4;
7250
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7251
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7252
7253
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1369 */
7254
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7255
__pyx_r = __pyx_2;
7256
__pyx_2 = 0;
7257
goto __pyx_L0;
7258
goto __pyx_L2;
7259
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7260
__pyx_L2:;
7261
7262
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1371 */
7263
PyErr_Clear();
7264
7265
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1374 */
7266
__pyx_3 = PyArray_FROM_OTF(__pyx_v_p,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1374; goto __pyx_L1;}
7267
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
6022
7268
Py_DECREF(((PyObject *)__pyx_v_op));
6023
__pyx_v_op = ((PyArrayObject *)__pyx_1);
6024
Py_DECREF(__pyx_1); __pyx_1 = 0;
7269
__pyx_v_op = ((PyArrayObject *)__pyx_3);
7270
Py_DECREF(__pyx_3); __pyx_3 = 0;
6025
7271
6026
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1046 */
6027
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1046; goto __pyx_L1;}
6028
__pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1046; goto __pyx_L1;}
6029
Py_DECREF(__pyx_1); __pyx_1 = 0;
6030
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1046; goto __pyx_L1;}
6031
__pyx_3 = PyObject_GetAttr(__pyx_1, __pyx_n_less); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1046; goto __pyx_L1;}
6032
Py_DECREF(__pyx_1); __pyx_1 = 0;
6033
__pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1046; goto __pyx_L1;}
6034
__pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1046; goto __pyx_L1;}
7272
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1375 */
7273
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1375; goto __pyx_L1;}
7274
__pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_any); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1375; goto __pyx_L1;}
7275
Py_DECREF(__pyx_2); __pyx_2 = 0;
7276
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1375; goto __pyx_L1;}
7277
__pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_less); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1375; goto __pyx_L1;}
7278
Py_DECREF(__pyx_2); __pyx_2 = 0;
7279
__pyx_2 = PyFloat_FromDouble(0.0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1375; goto __pyx_L1;}
7280
__pyx_5 = PyTuple_New(2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1375; goto __pyx_L1;}
6035
7281
Py_INCREF(((PyObject *)__pyx_v_op));
6036
PyTuple_SET_ITEM(__pyx_4, 0, ((PyObject *)__pyx_v_op));
6037
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_1);
6038
__pyx_1 = 0;
6039
__pyx_1 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1046; goto __pyx_L1;}
6040
Py_DECREF(__pyx_3); __pyx_3 = 0;
6041
Py_DECREF(__pyx_4); __pyx_4 = 0;
6042
__pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1046; goto __pyx_L1;}
6043
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_1);
6044
__pyx_1 = 0;
6045
__pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1046; goto __pyx_L1;}
6046
Py_DECREF(__pyx_2); __pyx_2 = 0;
6047
Py_DECREF(__pyx_3); __pyx_3 = 0;
6048
__pyx_5 = PyObject_IsTrue(__pyx_4); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1046; goto __pyx_L1;}
6049
Py_DECREF(__pyx_4); __pyx_4 = 0;
6050
if (__pyx_5) {
6051
6052
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1047 */
6053
__pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1047; goto __pyx_L1;}
6054
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1047; goto __pyx_L1;}
6055
Py_INCREF(__pyx_k110p);
6056
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k110p);
6057
__pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1047; goto __pyx_L1;}
6058
Py_DECREF(__pyx_1); __pyx_1 = 0;
7282
PyTuple_SET_ITEM(__pyx_5, 0, ((PyObject *)__pyx_v_op));
7283
PyTuple_SET_ITEM(__pyx_5, 1, __pyx_2);
7284
__pyx_2 = 0;
7285
__pyx_2 = PyObject_CallObject(__pyx_4, __pyx_5); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1375; goto __pyx_L1;}
7286
Py_DECREF(__pyx_4); __pyx_4 = 0;
7287
Py_DECREF(__pyx_5); __pyx_5 = 0;
7288
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7289
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_2);
7290
__pyx_2 = 0;
7291
__pyx_5 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1375; goto __pyx_L1;}
7292
Py_DECREF(__pyx_3); __pyx_3 = 0;
7293
Py_DECREF(__pyx_4); __pyx_4 = 0;
7294
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7295
Py_DECREF(__pyx_5); __pyx_5 = 0;
7296
if (__pyx_1) {
7297
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1376; goto __pyx_L1;}
7298
Py_INCREF(__pyx_k151p);
7299
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k151p);
7300
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6059
7301
Py_DECREF(__pyx_2); __pyx_2 = 0;
6060
7302
__Pyx_Raise(__pyx_3, 0, 0);
6061
7303
Py_DECREF(__pyx_3); __pyx_3 = 0;
6062
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1047; goto __pyx_L1;}
6063
goto __pyx_L2;
7304
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1376; goto __pyx_L1;}
7305
goto __pyx_L5;
6064
7306
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6065
__pyx_L2:;
7307
__pyx_L5:;
6066
7308
6067
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1048 */
6068
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6069
__pyx_1 = PyObject_GetAttr(__pyx_4, __pyx_n_any); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1048; goto __pyx_L1;}
7309
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1377 */
7310
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7311
__pyx_5 = PyObject_GetAttr(__pyx_4, __pyx_n_any); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1377; goto __pyx_L1;}
6070
7312
Py_DECREF(__pyx_4); __pyx_4 = 0;
6071
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6072
__pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_greater); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1048; goto __pyx_L1;}
7313
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1377; goto __pyx_L1;}
7314
__pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_greater); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1377; goto __pyx_L1;}
6073
7315
Py_DECREF(__pyx_2); __pyx_2 = 0;
6074
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6075
__pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1048; goto __pyx_L1;}
7316
__pyx_4 = PyFloat_FromDouble(1.0); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1377; goto __pyx_L1;}
7317
__pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1377; goto __pyx_L1;}
6076
7318
Py_INCREF(((PyObject *)__pyx_v_op));
6077
7319
PyTuple_SET_ITEM(__pyx_2, 0, ((PyObject *)__pyx_v_op));
6078
7320
PyTuple_SET_ITEM(__pyx_2, 1, __pyx_4);
6079
7321
__pyx_4 = 0;
6080
__pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1048; goto __pyx_L1;}
7322
__pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1377; goto __pyx_L1;}
6081
7323
Py_DECREF(__pyx_3); __pyx_3 = 0;
6082
7324
Py_DECREF(__pyx_2); __pyx_2 = 0;
6083
__pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1048; goto __pyx_L1;}
7325
__pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1377; goto __pyx_L1;}
6084
7326
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_4);
6085
7327
__pyx_4 = 0;
6086
__pyx_2 = PyObject_CallObject(__pyx_1, __pyx_3); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1048; goto __pyx_L1;}
6087
Py_DECREF(__pyx_1); __pyx_1 = 0;
7328
__pyx_2 = PyObject_CallObject(__pyx_5, __pyx_3); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1377; goto __pyx_L1;}
7329
Py_DECREF(__pyx_5); __pyx_5 = 0;
6088
7330
Py_DECREF(__pyx_3); __pyx_3 = 0;
6089
__pyx_5 = PyObject_IsTrue(__pyx_2); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1048; goto __pyx_L1;}
7331
__pyx_1 = PyObject_IsTrue(__pyx_2); if (__pyx_1 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1377; goto __pyx_L1;}
6090
7332
Py_DECREF(__pyx_2); __pyx_2 = 0;
6091
if (__pyx_5) {
6092
6093
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1049 */
6094
__pyx_4 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1049; goto __pyx_L1;}
6095
__pyx_1 = PyTuple_New(1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1049; goto __pyx_L1;}
6096
Py_INCREF(__pyx_k111p);
6097
PyTuple_SET_ITEM(__pyx_1, 0, __pyx_k111p);
6098
__pyx_3 = PyObject_CallObject(__pyx_4, __pyx_1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1049; goto __pyx_L1;}
7333
if (__pyx_1) {
7334
__pyx_4 = PyTuple_New(1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1378; goto __pyx_L1;}
7335
Py_INCREF(__pyx_k152p);
7336
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_k152p);
7337
__pyx_5 = PyObject_CallObject(PyExc_ValueError, __pyx_4); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1378; goto __pyx_L1;}
6099
7338
Py_DECREF(__pyx_4); __pyx_4 = 0;
6100
Py_DECREF(__pyx_1); __pyx_1 = 0;
6101
__Pyx_Raise(__pyx_3, 0, 0);
6102
Py_DECREF(__pyx_3); __pyx_3 = 0;
6103
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1049; goto __pyx_L1;}
6104
goto __pyx_L3;
7339
__Pyx_Raise(__pyx_5, 0, 0);
7340
Py_DECREF(__pyx_5); __pyx_5 = 0;
7341
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1378; goto __pyx_L1;}
7342
goto __pyx_L6;
6105
7343
}
6106
__pyx_L3:;
7344
__pyx_L6:;
6107
7345
6108
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1050 */
6109
__pyx_2 = __pyx_f_6mtrand_discd_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_geometric,__pyx_v_size,__pyx_v_op); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1050; goto __pyx_L1;}
6110
__pyx_r = __pyx_2;
6111
__pyx_2 = 0;
7346
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1379 */
7347
__pyx_3 = __pyx_f_6mtrand_discd_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_geometric,__pyx_v_size,__pyx_v_op); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1379; goto __pyx_L1;}
7348
__pyx_r = __pyx_3;
7349
__pyx_3 = 0;
6112
7350
goto __pyx_L0;
6113
7351
6114
7352
__pyx_r = Py_None; Py_INCREF(Py_None);
6115
7353
goto __pyx_L0;
6116
7354
__pyx_L1:;
6117
Py_XDECREF(__pyx_1);
6118
7355
Py_XDECREF(__pyx_2);
6119
7356
Py_XDECREF(__pyx_3);
6120
7357
Py_XDECREF(__pyx_4);
7358
Py_XDECREF(__pyx_5);
6121
7359
__Pyx_AddTraceback("mtrand.RandomState.geometric");
6122
7360
__pyx_r = 0;
6123
7361
__pyx_L0:;
6130
7368
6131
7369
static PyObject *__pyx_n_add;
6132
7370
6133
static PyObject *__pyx_k112p;
6134
static PyObject *__pyx_k113p;
6135
static PyObject *__pyx_k114p;
6136
static PyObject *__pyx_k115p;
7371
static PyObject *__pyx_k153p;
7372
static PyObject *__pyx_k154p;
7373
static PyObject *__pyx_k155p;
7374
static PyObject *__pyx_k156p;
7375
static PyObject *__pyx_k157p;
7376
static PyObject *__pyx_k158p;
7377
static PyObject *__pyx_k159p;
7378
static PyObject *__pyx_k160p;
6137
7379
6138
static char (__pyx_k112[]) = "ngood < 1";
6139
static char (__pyx_k113[]) = "nbad < 1";
6140
static char (__pyx_k114[]) = "ngood + nbad < nsample";
6141
static char (__pyx_k115[]) = "nsample < 1";
7380
static char __pyx_k153[] = "ngood < 1";
7381
static char __pyx_k154[] = "nbad < 1";
7382
static char __pyx_k155[] = "nsample < 1";
7383
static char __pyx_k156[] = "ngood + nbad < nsample";
7384
static char __pyx_k157[] = "ngood < 1";
7385
static char __pyx_k158[] = "nbad < 1";
7386
static char __pyx_k159[] = "nsample < 1";
7387
static char __pyx_k160[] = "ngood + nbad < nsample";
6142
7388
6143
7389
static PyObject *__pyx_f_6mtrand_11RandomState_hypergeometric(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
6144
static char __pyx_doc_6mtrand_11RandomState_hypergeometric[] = "Hypergeometric distribution.\n \n Consider an urn with ngood \"good\" balls and nbad \"bad\" balls. If one \n were to draw nsample balls from the urn without replacement, then \n the hypergeometric distribution describes the distribution of \"good\" \n balls in the sample.\n \n hypergeometric(ngood, nbad, nsample, size=None) \n ";
7390
static char __pyx_doc_6mtrand_11RandomState_hypergeometric[] = "Hypergeometric distribution.\n\n Consider an urn with ngood \"good\" balls and nbad \"bad\" balls. If one\n were to draw nsample balls from the urn without replacement, then\n the hypergeometric distribution describes the distribution of \"good\"\n balls in the sample.\n\n hypergeometric(ngood, nbad, nsample, size=None)\n ";
6145
7391
static PyObject *__pyx_f_6mtrand_11RandomState_hypergeometric(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
6146
7392
PyObject *__pyx_v_ngood = 0;
6147
7393
PyObject *__pyx_v_nbad = 0;
6150
7396
PyArrayObject *__pyx_v_ongood;
6151
7397
PyArrayObject *__pyx_v_onbad;
6152
7398
PyArrayObject *__pyx_v_onsample;
7399
long __pyx_v_lngood;
7400
long __pyx_v_lnbad;
7401
long __pyx_v_lnsample;
6153
7402
PyObject *__pyx_r;
6154
PyObject *__pyx_1 = 0;
7403
int __pyx_1;
6155
7404
PyObject *__pyx_2 = 0;
6156
7405
PyObject *__pyx_3 = 0;
6157
7406
PyObject *__pyx_4 = 0;
6158
int __pyx_5;
7407
PyObject *__pyx_5 = 0;
6159
7408
PyObject *__pyx_6 = 0;
6160
7409
static char *__pyx_argnames[] = {"ngood","nbad","nsample","size",0};
6161
7410
__pyx_v_size = __pyx_k56;
6169
7418
__pyx_v_onbad = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
6170
7419
__pyx_v_onsample = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
6171
7420
6172
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1066 */
6173
__pyx_1 = PyArray_FROM_OTF(__pyx_v_ngood,NPY_LONG,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1066; goto __pyx_L1;}
6174
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
7421
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1394 */
7422
__pyx_v_lngood = PyInt_AsLong(__pyx_v_ngood);
7423
7424
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1395 */
7425
__pyx_v_lnbad = PyInt_AsLong(__pyx_v_nbad);
7426
7427
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1396 */
7428
__pyx_v_lnsample = PyInt_AsLong(__pyx_v_nsample);
7429
7430
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1397 */
7431
__pyx_1 = (!PyErr_Occurred());
7432
if (__pyx_1) {
7433
7434
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1398 */
7435
__pyx_2 = PyInt_FromLong(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1398; goto __pyx_L1;}
7436
if (PyObject_Cmp(__pyx_v_ngood, __pyx_2, &__pyx_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1398; goto __pyx_L1;}
7437
__pyx_1 = __pyx_1 < 0;
7438
Py_DECREF(__pyx_2); __pyx_2 = 0;
7439
if (__pyx_1) {
7440
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1399; goto __pyx_L1;}
7441
Py_INCREF(__pyx_k153p);
7442
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k153p);
7443
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1399; goto __pyx_L1;}
7444
Py_DECREF(__pyx_2); __pyx_2 = 0;
7445
__Pyx_Raise(__pyx_3, 0, 0);
7446
Py_DECREF(__pyx_3); __pyx_3 = 0;
7447
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1399; goto __pyx_L1;}
7448
goto __pyx_L3;
7449
}
7450
__pyx_L3:;
7451
7452
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1400 */
7453
__pyx_2 = PyInt_FromLong(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1400; goto __pyx_L1;}
7454
if (PyObject_Cmp(__pyx_v_nbad, __pyx_2, &__pyx_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1400; goto __pyx_L1;}
7455
__pyx_1 = __pyx_1 < 0;
7456
Py_DECREF(__pyx_2); __pyx_2 = 0;
7457
if (__pyx_1) {
7458
__pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1401; goto __pyx_L1;}
7459
Py_INCREF(__pyx_k154p);
7460
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_k154p);
7461
__pyx_2 = PyObject_CallObject(PyExc_ValueError, __pyx_3); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1401; goto __pyx_L1;}
7462
Py_DECREF(__pyx_3); __pyx_3 = 0;
7463
__Pyx_Raise(__pyx_2, 0, 0);
7464
Py_DECREF(__pyx_2); __pyx_2 = 0;
7465
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1401; goto __pyx_L1;}
7466
goto __pyx_L4;
7467
}
7468
__pyx_L4:;
7469
7470
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1402 */
7471
__pyx_3 = PyInt_FromLong(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1402; goto __pyx_L1;}
7472
if (PyObject_Cmp(__pyx_v_nsample, __pyx_3, &__pyx_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1402; goto __pyx_L1;}
7473
__pyx_1 = __pyx_1 < 0;
7474
Py_DECREF(__pyx_3); __pyx_3 = 0;
7475
if (__pyx_1) {
7476
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1403; goto __pyx_L1;}
7477
Py_INCREF(__pyx_k155p);
7478
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k155p);
7479
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1403; goto __pyx_L1;}
7480
Py_DECREF(__pyx_2); __pyx_2 = 0;
7481
__Pyx_Raise(__pyx_3, 0, 0);
7482
Py_DECREF(__pyx_3); __pyx_3 = 0;
7483
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1403; goto __pyx_L1;}
7484
goto __pyx_L5;
7485
}
7486
__pyx_L5:;
7487
7488
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1404 */
7489
__pyx_2 = PyNumber_Add(__pyx_v_ngood, __pyx_v_nbad); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1404; goto __pyx_L1;}
7490
if (PyObject_Cmp(__pyx_2, __pyx_v_nsample, &__pyx_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1404; goto __pyx_L1;}
7491
__pyx_1 = __pyx_1 < 0;
7492
Py_DECREF(__pyx_2); __pyx_2 = 0;
7493
if (__pyx_1) {
7494
__pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1405; goto __pyx_L1;}
7495
Py_INCREF(__pyx_k156p);
7496
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_k156p);
7497
__pyx_2 = PyObject_CallObject(PyExc_ValueError, __pyx_3); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1405; goto __pyx_L1;}
7498
Py_DECREF(__pyx_3); __pyx_3 = 0;
7499
__Pyx_Raise(__pyx_2, 0, 0);
7500
Py_DECREF(__pyx_2); __pyx_2 = 0;
7501
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1405; goto __pyx_L1;}
7502
goto __pyx_L6;
7503
}
7504
__pyx_L6:;
7505
7506
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1406 */
7507
__pyx_3 = __pyx_f_6mtrand_discnmN_array_sc(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_hypergeometric,__pyx_v_size,__pyx_v_lngood,__pyx_v_lnbad,__pyx_v_lnsample); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1406; goto __pyx_L1;}
7508
__pyx_r = __pyx_3;
7509
__pyx_3 = 0;
7510
goto __pyx_L0;
7511
goto __pyx_L2;
7512
}
7513
__pyx_L2:;
7514
7515
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1410 */
7516
PyErr_Clear();
7517
7518
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1412 */
7519
__pyx_2 = PyArray_FROM_OTF(__pyx_v_ngood,NPY_LONG,NPY_ALIGNED); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1412; goto __pyx_L1;}
7520
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
6175
7521
Py_DECREF(((PyObject *)__pyx_v_ongood));
6176
__pyx_v_ongood = ((PyArrayObject *)__pyx_1);
6177
Py_DECREF(__pyx_1); __pyx_1 = 0;
7522
__pyx_v_ongood = ((PyArrayObject *)__pyx_2);
7523
Py_DECREF(__pyx_2); __pyx_2 = 0;
6178
7524
6179
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1067 */
6180
__pyx_1 = PyArray_FROM_OTF(__pyx_v_nbad,NPY_LONG,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1067; goto __pyx_L1;}
6181
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
7525
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1413 */
7526
__pyx_3 = PyArray_FROM_OTF(__pyx_v_nbad,NPY_LONG,NPY_ALIGNED); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1413; goto __pyx_L1;}
7527
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
6182
7528
Py_DECREF(((PyObject *)__pyx_v_onbad));
6183
__pyx_v_onbad = ((PyArrayObject *)__pyx_1);
6184
Py_DECREF(__pyx_1); __pyx_1 = 0;
7529
__pyx_v_onbad = ((PyArrayObject *)__pyx_3);
7530
Py_DECREF(__pyx_3); __pyx_3 = 0;
6185
7531
6186
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1068 */
6187
__pyx_1 = PyArray_FROM_OTF(__pyx_v_nsample,NPY_LONG,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1068; goto __pyx_L1;}
6188
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
7532
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1414 */
7533
__pyx_2 = PyArray_FROM_OTF(__pyx_v_nsample,NPY_LONG,NPY_ALIGNED); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1414; goto __pyx_L1;}
7534
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
6189
7535
Py_DECREF(((PyObject *)__pyx_v_onsample));
6190
__pyx_v_onsample = ((PyArrayObject *)__pyx_1);
6191
Py_DECREF(__pyx_1); __pyx_1 = 0;
7536
__pyx_v_onsample = ((PyArrayObject *)__pyx_2);
7537
Py_DECREF(__pyx_2); __pyx_2 = 0;
6192
7538
6193
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1069 */
6194
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6195
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6201
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7539
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7540
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7541
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7542
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7544
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7545
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7546
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7547
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6202
7548
Py_INCREF(((PyObject *)__pyx_v_ongood));
6203
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6205
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6206
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6207
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7549
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7550
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7551
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6208
7553
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6209
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6210
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6211
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6212
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7554
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7555
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7556
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7557
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7558
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6213
7559
Py_DECREF(__pyx_2); __pyx_2 = 0;
6214
Py_DECREF(__pyx_3); __pyx_3 = 0;
6215
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6216
7560
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6217
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6218
6219
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1070 */
6220
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6221
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6224
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6225
Py_DECREF(__pyx_1); __pyx_1 = 0;
7561
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7562
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7563
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7564
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7568
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__Pyx_Raise(__pyx_2, 0, 0);
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7570
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6227
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6229
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6230
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7571
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1416; goto __pyx_L1;}
7572
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6231
7573
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6232
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7574
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6233
7575
6234
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1071 */
6235
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6236
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7576
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7577
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7578
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6237
7579
Py_DECREF(__pyx_4); __pyx_4 = 0;
6238
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6239
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6240
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6242
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7580
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7581
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7582
Py_DECREF(__pyx_3); __pyx_3 = 0;
7583
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7584
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6243
7585
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6244
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6246
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6247
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6248
Py_DECREF(__pyx_3); __pyx_3 = 0;
6249
Py_DECREF(__pyx_2); __pyx_2 = 0;
6250
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6251
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6252
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6253
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6254
Py_DECREF(__pyx_1); __pyx_1 = 0;
6255
Py_DECREF(__pyx_3); __pyx_3 = 0;
6256
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6257
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6258
if (__pyx_5) {
6259
6260
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1072 */
6261
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6262
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6263
Py_INCREF(__pyx_k113p);
6264
PyTuple_SET_ITEM(__pyx_1, 0, __pyx_k113p);
6265
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7586
PyTuple_SET_ITEM(__pyx_3, 0, ((PyObject *)__pyx_v_onbad));
7587
PyTuple_SET_ITEM(__pyx_3, 1, __pyx_4);
7588
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7589
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7590
Py_DECREF(__pyx_2); __pyx_2 = 0;
7591
Py_DECREF(__pyx_3); __pyx_3 = 0;
7592
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7593
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7594
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7595
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7596
Py_DECREF(__pyx_5); __pyx_5 = 0;
7597
Py_DECREF(__pyx_2); __pyx_2 = 0;
7598
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7599
Py_DECREF(__pyx_3); __pyx_3 = 0;
7600
if (__pyx_1) {
7601
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7602
Py_INCREF(__pyx_k158p);
7603
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_k158p);
7604
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6266
7605
Py_DECREF(__pyx_4); __pyx_4 = 0;
6267
Py_DECREF(__pyx_1); __pyx_1 = 0;
7606
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7607
Py_DECREF(__pyx_5); __pyx_5 = 0;
7608
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1418; goto __pyx_L1;}
7609
goto __pyx_L8;
7610
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7611
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7612
7613
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1419 */
7614
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7615
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7616
Py_DECREF(__pyx_2); __pyx_2 = 0;
7617
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7618
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7619
Py_DECREF(__pyx_4); __pyx_4 = 0;
7620
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7621
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7622
Py_INCREF(((PyObject *)__pyx_v_onsample));
7623
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7624
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_2);
7625
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7626
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7627
Py_DECREF(__pyx_5); __pyx_5 = 0;
7628
Py_DECREF(__pyx_4); __pyx_4 = 0;
7629
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7630
PyTuple_SET_ITEM(__pyx_5, 0, __pyx_2);
7631
__pyx_2 = 0;
7632
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7633
Py_DECREF(__pyx_3); __pyx_3 = 0;
7634
Py_DECREF(__pyx_5); __pyx_5 = 0;
7635
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7636
Py_DECREF(__pyx_4); __pyx_4 = 0;
7637
if (__pyx_1) {
7638
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7639
Py_INCREF(__pyx_k159p);
7640
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k159p);
7641
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7642
Py_DECREF(__pyx_2); __pyx_2 = 0;
6268
7643
__Pyx_Raise(__pyx_3, 0, 0);
6269
7644
Py_DECREF(__pyx_3); __pyx_3 = 0;
6270
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1072; goto __pyx_L1;}
6271
goto __pyx_L3;
7645
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1420; goto __pyx_L1;}
7646
goto __pyx_L9;
6272
7647
}
6273
__pyx_L3:;
7648
__pyx_L9:;
6274
7649
6275
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1073 */
6276
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6277
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6278
Py_DECREF(__pyx_2); __pyx_2 = 0;
6279
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6280
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6281
Py_DECREF(__pyx_1); __pyx_1 = 0;
6282
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6283
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6284
Py_DECREF(__pyx_2); __pyx_2 = 0;
6285
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7650
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1421 */
7651
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7652
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7653
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7654
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7655
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7656
Py_DECREF(__pyx_2); __pyx_2 = 0;
7657
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7658
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7659
Py_DECREF(__pyx_5); __pyx_5 = 0;
7660
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6286
7661
Py_INCREF(((PyObject *)__pyx_v_ongood));
6287
PyTuple_SET_ITEM(__pyx_2, 0, ((PyObject *)__pyx_v_ongood));
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PyTuple_SET_ITEM(__pyx_5, 0, ((PyObject *)__pyx_v_ongood));
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7663
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6291
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7664
PyTuple_SET_ITEM(__pyx_5, 1, ((PyObject *)__pyx_v_onbad));
7665
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6292
7666
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6293
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6294
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7667
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7669
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6295
7670
Py_INCREF(((PyObject *)__pyx_v_onsample));
6296
PyTuple_SET_ITEM(__pyx_1, 1, ((PyObject *)__pyx_v_onsample));
7671
PyTuple_SET_ITEM(__pyx_2, 1, ((PyObject *)__pyx_v_onsample));
6297
7672
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6298
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7673
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6299
7674
Py_DECREF(__pyx_3); __pyx_3 = 0;
6300
Py_DECREF(__pyx_1); __pyx_1 = 0;
6301
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6302
PyTuple_SET_ITEM(__pyx_6, 0, __pyx_2);
6303
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6304
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7675
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7676
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7677
PyTuple_SET_ITEM(__pyx_6, 0, __pyx_5);
7678
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7679
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6305
7680
Py_DECREF(__pyx_4); __pyx_4 = 0;
6306
7681
Py_DECREF(__pyx_6); __pyx_6 = 0;
6307
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7682
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6308
7683
Py_DECREF(__pyx_3); __pyx_3 = 0;
6309
if (__pyx_5) {
6310
6311
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1074 */
6312
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6313
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PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k114p);
6316
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6317
Py_DECREF(__pyx_1); __pyx_1 = 0;
7684
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7685
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7686
Py_INCREF(__pyx_k160p);
7687
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k160p);
7688
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6318
7689
Py_DECREF(__pyx_2); __pyx_2 = 0;
6319
__Pyx_Raise(__pyx_4, 0, 0);
6320
Py_DECREF(__pyx_4); __pyx_4 = 0;
6321
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1074; goto __pyx_L1;}
6322
goto __pyx_L4;
6323
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6324
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6325
6326
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1075 */
6327
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6328
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6329
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6330
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6331
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6332
Py_DECREF(__pyx_1); __pyx_1 = 0;
6333
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6334
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6335
Py_INCREF(((PyObject *)__pyx_v_onsample));
6336
PyTuple_SET_ITEM(__pyx_6, 0, ((PyObject *)__pyx_v_onsample));
6337
PyTuple_SET_ITEM(__pyx_6, 1, __pyx_4);
6338
__pyx_4 = 0;
6339
__pyx_1 = PyObject_CallObject(__pyx_2, __pyx_6); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1075; goto __pyx_L1;}
6340
Py_DECREF(__pyx_2); __pyx_2 = 0;
6341
Py_DECREF(__pyx_6); __pyx_6 = 0;
6342
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6343
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_1);
6344
__pyx_1 = 0;
6345
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6346
Py_DECREF(__pyx_3); __pyx_3 = 0;
6347
Py_DECREF(__pyx_4); __pyx_4 = 0;
6348
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6349
Py_DECREF(__pyx_2); __pyx_2 = 0;
6350
if (__pyx_5) {
6351
6352
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1076 */
6353
__pyx_6 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_6) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1076; goto __pyx_L1;}
6354
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6355
Py_INCREF(__pyx_k115p);
6356
PyTuple_SET_ITEM(__pyx_1, 0, __pyx_k115p);
6357
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6358
Py_DECREF(__pyx_6); __pyx_6 = 0;
6359
Py_DECREF(__pyx_1); __pyx_1 = 0;
6360
__Pyx_Raise(__pyx_3, 0, 0);
6361
Py_DECREF(__pyx_3); __pyx_3 = 0;
6362
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1076; goto __pyx_L1;}
6363
goto __pyx_L5;
6364
}
6365
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6366
6367
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1077 */
6368
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7690
__Pyx_Raise(__pyx_5, 0, 0);
7691
Py_DECREF(__pyx_5); __pyx_5 = 0;
7692
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1422; goto __pyx_L1;}
7693
goto __pyx_L10;
7694
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7695
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7696
7697
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1423 */
7698
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6369
7699
__pyx_r = __pyx_4;
6370
7700
__pyx_4 = 0;
6371
7701
goto __pyx_L0;
6373
7703
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6374
7704
goto __pyx_L0;
6375
7705
__pyx_L1:;
6376
Py_XDECREF(__pyx_1);
6377
7706
Py_XDECREF(__pyx_2);
6378
7707
Py_XDECREF(__pyx_3);
6379
7708
Py_XDECREF(__pyx_4);
7709
Py_XDECREF(__pyx_5);
6380
7710
Py_XDECREF(__pyx_6);
6381
7711
__Pyx_AddTraceback("mtrand.RandomState.hypergeometric");
6382
7712
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6392
7722
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6393
7723
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6394
7724
6395
static PyObject *__pyx_k116p;
6396
static PyObject *__pyx_k117p;
7725
static PyObject *__pyx_k161p;
7726
static PyObject *__pyx_k162p;
7727
static PyObject *__pyx_k163p;
7728
static PyObject *__pyx_k164p;
6397
7729
6398
static char (__pyx_k116[]) = "p < 0.0";
6399
static char (__pyx_k117[]) = "p > 1.0";
7730
static char __pyx_k161[] = "p < 0.0";
7731
static char __pyx_k162[] = "p > 1.0";
7732
static char __pyx_k163[] = "p < 0.0";
7733
static char __pyx_k164[] = "p > 1.0";
6400
7734
6401
7735
static PyObject *__pyx_f_6mtrand_11RandomState_logseries(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
6402
static char __pyx_doc_6mtrand_11RandomState_logseries[] = "Logarithmic series distribution.\n \n logseries(p, size=None)\n ";
7736
static char __pyx_doc_6mtrand_11RandomState_logseries[] = "Logarithmic series distribution.\n\n logseries(p, size=None)\n ";
6403
7737
static PyObject *__pyx_f_6mtrand_11RandomState_logseries(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
6404
7738
PyObject *__pyx_v_p = 0;
6405
7739
PyObject *__pyx_v_size = 0;
6406
7740
PyArrayObject *__pyx_v_op;
7741
double __pyx_v_fp;
6407
7742
PyObject *__pyx_r;
6408
PyObject *__pyx_1 = 0;
7743
int __pyx_1;
6409
7744
PyObject *__pyx_2 = 0;
6410
7745
PyObject *__pyx_3 = 0;
6411
7746
PyObject *__pyx_4 = 0;
6412
int __pyx_5;
7747
PyObject *__pyx_5 = 0;
6413
7748
static char *__pyx_argnames[] = {"p","size",0};
6414
7749
__pyx_v_size = __pyx_k57;
6415
7750
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "O|O", __pyx_argnames, &__pyx_v_p, &__pyx_v_size)) return 0;
6418
7753
Py_INCREF(__pyx_v_size);
6419
7754
__pyx_v_op = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
6420
7755
6421
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1086 */
6422
__pyx_1 = PyArray_FROM_OTF(__pyx_v_p,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1086; goto __pyx_L1;}
6423
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
7756
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1434 */
7757
__pyx_v_fp = PyFloat_AsDouble(__pyx_v_p);
7758
7759
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1435 */
7760
__pyx_1 = (!PyErr_Occurred());
7761
if (__pyx_1) {
7762
7763
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1436 */
7764
__pyx_1 = (__pyx_v_fp < 0.0);
7765
if (__pyx_1) {
7766
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1437; goto __pyx_L1;}
7767
Py_INCREF(__pyx_k161p);
7768
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k161p);
7769
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1437; goto __pyx_L1;}
7770
Py_DECREF(__pyx_2); __pyx_2 = 0;
7771
__Pyx_Raise(__pyx_3, 0, 0);
7772
Py_DECREF(__pyx_3); __pyx_3 = 0;
7773
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1437; goto __pyx_L1;}
7774
goto __pyx_L3;
7775
}
7776
__pyx_L3:;
7777
7778
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1438 */
7779
__pyx_1 = (__pyx_v_fp > 1.0);
7780
if (__pyx_1) {
7781
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1439; goto __pyx_L1;}
7782
Py_INCREF(__pyx_k162p);
7783
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k162p);
7784
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1439; goto __pyx_L1;}
7785
Py_DECREF(__pyx_2); __pyx_2 = 0;
7786
__Pyx_Raise(__pyx_3, 0, 0);
7787
Py_DECREF(__pyx_3); __pyx_3 = 0;
7788
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1439; goto __pyx_L1;}
7789
goto __pyx_L4;
7790
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7791
__pyx_L4:;
7792
7793
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1440 */
7794
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7795
__pyx_r = __pyx_2;
7796
__pyx_2 = 0;
7797
goto __pyx_L0;
7798
goto __pyx_L2;
7799
}
7800
__pyx_L2:;
7801
7802
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1442 */
7803
PyErr_Clear();
7804
7805
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1444 */
7806
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7807
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
6424
7808
Py_DECREF(((PyObject *)__pyx_v_op));
6425
__pyx_v_op = ((PyArrayObject *)__pyx_1);
6426
Py_DECREF(__pyx_1); __pyx_1 = 0;
7809
__pyx_v_op = ((PyArrayObject *)__pyx_3);
7810
Py_DECREF(__pyx_3); __pyx_3 = 0;
6427
7811
6428
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1087 */
6429
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1087; goto __pyx_L1;}
6430
__pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1087; goto __pyx_L1;}
6431
Py_DECREF(__pyx_1); __pyx_1 = 0;
6432
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1087; goto __pyx_L1;}
6433
__pyx_3 = PyObject_GetAttr(__pyx_1, __pyx_n_less); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1087; goto __pyx_L1;}
6434
Py_DECREF(__pyx_1); __pyx_1 = 0;
6435
__pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1087; goto __pyx_L1;}
6436
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7812
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1445 */
7813
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7814
__pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_any); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1445; goto __pyx_L1;}
7815
Py_DECREF(__pyx_2); __pyx_2 = 0;
7816
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1445; goto __pyx_L1;}
7817
__pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_less); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1445; goto __pyx_L1;}
7818
Py_DECREF(__pyx_2); __pyx_2 = 0;
7819
__pyx_2 = PyFloat_FromDouble(0.0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1445; goto __pyx_L1;}
7820
__pyx_5 = PyTuple_New(2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1445; goto __pyx_L1;}
6437
7821
Py_INCREF(((PyObject *)__pyx_v_op));
6438
PyTuple_SET_ITEM(__pyx_4, 0, ((PyObject *)__pyx_v_op));
6439
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_1);
6440
__pyx_1 = 0;
6441
__pyx_1 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1087; goto __pyx_L1;}
6442
Py_DECREF(__pyx_3); __pyx_3 = 0;
6443
Py_DECREF(__pyx_4); __pyx_4 = 0;
6444
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6445
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_1);
6446
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6447
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6448
Py_DECREF(__pyx_2); __pyx_2 = 0;
6449
Py_DECREF(__pyx_3); __pyx_3 = 0;
6450
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6451
Py_DECREF(__pyx_4); __pyx_4 = 0;
6452
if (__pyx_5) {
6453
6454
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1088 */
6455
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6456
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1088; goto __pyx_L1;}
6457
Py_INCREF(__pyx_k116p);
6458
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k116p);
6459
__pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1088; goto __pyx_L1;}
6460
Py_DECREF(__pyx_1); __pyx_1 = 0;
7822
PyTuple_SET_ITEM(__pyx_5, 0, ((PyObject *)__pyx_v_op));
7823
PyTuple_SET_ITEM(__pyx_5, 1, __pyx_2);
7824
__pyx_2 = 0;
7825
__pyx_2 = PyObject_CallObject(__pyx_4, __pyx_5); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1445; goto __pyx_L1;}
7826
Py_DECREF(__pyx_4); __pyx_4 = 0;
7827
Py_DECREF(__pyx_5); __pyx_5 = 0;
7828
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7829
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_2);
7830
__pyx_2 = 0;
7831
__pyx_5 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1445; goto __pyx_L1;}
7832
Py_DECREF(__pyx_3); __pyx_3 = 0;
7833
Py_DECREF(__pyx_4); __pyx_4 = 0;
7834
__pyx_1 = PyObject_IsTrue(__pyx_5); if (__pyx_1 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1445; goto __pyx_L1;}
7835
Py_DECREF(__pyx_5); __pyx_5 = 0;
7836
if (__pyx_1) {
7837
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1446; goto __pyx_L1;}
7838
Py_INCREF(__pyx_k163p);
7839
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k163p);
7840
__pyx_3 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1446; goto __pyx_L1;}
6461
7841
Py_DECREF(__pyx_2); __pyx_2 = 0;
6462
7842
__Pyx_Raise(__pyx_3, 0, 0);
6463
7843
Py_DECREF(__pyx_3); __pyx_3 = 0;
6464
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1088; goto __pyx_L1;}
6465
goto __pyx_L2;
7844
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1446; goto __pyx_L1;}
7845
goto __pyx_L5;
6466
7846
}
6467
__pyx_L2:;
7847
__pyx_L5:;
6468
7848
6469
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1089 */
6470
__pyx_4 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1089; goto __pyx_L1;}
6471
__pyx_1 = PyObject_GetAttr(__pyx_4, __pyx_n_any); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1089; goto __pyx_L1;}
7849
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1447 */
7850
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7851
__pyx_5 = PyObject_GetAttr(__pyx_4, __pyx_n_any); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1447; goto __pyx_L1;}
6472
7852
Py_DECREF(__pyx_4); __pyx_4 = 0;
6473
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1089; goto __pyx_L1;}
6474
__pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_greater); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1089; goto __pyx_L1;}
7853
__pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1447; goto __pyx_L1;}
7854
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6475
7855
Py_DECREF(__pyx_2); __pyx_2 = 0;
6476
__pyx_4 = PyFloat_FromDouble(1.0); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1089; goto __pyx_L1;}
6477
__pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1089; goto __pyx_L1;}
7856
__pyx_4 = PyFloat_FromDouble(1.0); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1447; goto __pyx_L1;}
7857
__pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1447; goto __pyx_L1;}
6478
7858
Py_INCREF(((PyObject *)__pyx_v_op));
6479
7859
PyTuple_SET_ITEM(__pyx_2, 0, ((PyObject *)__pyx_v_op));
6480
7860
PyTuple_SET_ITEM(__pyx_2, 1, __pyx_4);
6481
7861
__pyx_4 = 0;
6482
__pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1089; goto __pyx_L1;}
7862
__pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1447; goto __pyx_L1;}
6483
7863
Py_DECREF(__pyx_3); __pyx_3 = 0;
6484
7864
Py_DECREF(__pyx_2); __pyx_2 = 0;
6485
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7865
__pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1447; goto __pyx_L1;}
6486
7866
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_4);
6487
7867
__pyx_4 = 0;
6488
__pyx_2 = PyObject_CallObject(__pyx_1, __pyx_3); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1089; goto __pyx_L1;}
6489
Py_DECREF(__pyx_1); __pyx_1 = 0;
7868
__pyx_2 = PyObject_CallObject(__pyx_5, __pyx_3); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1447; goto __pyx_L1;}
7869
Py_DECREF(__pyx_5); __pyx_5 = 0;
6490
7870
Py_DECREF(__pyx_3); __pyx_3 = 0;
6491
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7871
__pyx_1 = PyObject_IsTrue(__pyx_2); if (__pyx_1 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1447; goto __pyx_L1;}
6492
7872
Py_DECREF(__pyx_2); __pyx_2 = 0;
6493
if (__pyx_5) {
6494
6495
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1090 */
6496
__pyx_4 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1090; goto __pyx_L1;}
6497
__pyx_1 = PyTuple_New(1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1090; goto __pyx_L1;}
6498
Py_INCREF(__pyx_k117p);
6499
PyTuple_SET_ITEM(__pyx_1, 0, __pyx_k117p);
6500
__pyx_3 = PyObject_CallObject(__pyx_4, __pyx_1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1090; goto __pyx_L1;}
7873
if (__pyx_1) {
7874
__pyx_4 = PyTuple_New(1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1448; goto __pyx_L1;}
7875
Py_INCREF(__pyx_k164p);
7876
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_k164p);
7877
__pyx_5 = PyObject_CallObject(PyExc_ValueError, __pyx_4); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1448; goto __pyx_L1;}
6501
7878
Py_DECREF(__pyx_4); __pyx_4 = 0;
6502
Py_DECREF(__pyx_1); __pyx_1 = 0;
6503
__Pyx_Raise(__pyx_3, 0, 0);
6504
Py_DECREF(__pyx_3); __pyx_3 = 0;
6505
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1090; goto __pyx_L1;}
6506
goto __pyx_L3;
7879
__Pyx_Raise(__pyx_5, 0, 0);
7880
Py_DECREF(__pyx_5); __pyx_5 = 0;
7881
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1448; goto __pyx_L1;}
7882
goto __pyx_L6;
6507
7883
}
6508
__pyx_L3:;
7884
__pyx_L6:;
6509
7885
6510
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1091 */
6511
__pyx_2 = __pyx_f_6mtrand_discd_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_logseries,__pyx_v_size,__pyx_v_op); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1091; goto __pyx_L1;}
6512
__pyx_r = __pyx_2;
6513
__pyx_2 = 0;
7886
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1449 */
7887
__pyx_3 = __pyx_f_6mtrand_discd_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_logseries,__pyx_v_size,__pyx_v_op); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1449; goto __pyx_L1;}
7888
__pyx_r = __pyx_3;
7889
__pyx_3 = 0;
6514
7890
goto __pyx_L0;
6515
7891
6516
7892
__pyx_r = Py_None; Py_INCREF(Py_None);
6517
7893
goto __pyx_L0;
6518
7894
__pyx_L1:;
6519
Py_XDECREF(__pyx_1);
6520
7895
Py_XDECREF(__pyx_2);
6521
7896
Py_XDECREF(__pyx_3);
6522
7897
Py_XDECREF(__pyx_4);
7898
Py_XDECREF(__pyx_5);
6523
7899
__Pyx_AddTraceback("mtrand.RandomState.logseries");
6524
7900
__pyx_r = 0;
6525
7901
__pyx_L0:;
6532
7908
6533
7909
static PyObject *__pyx_n_array;
6534
7910
static PyObject *__pyx_n_shape;
6535
static PyObject *__pyx_n_isinstance;
6536
static PyObject *__pyx_n_list;
6537
7911
static PyObject *__pyx_n_append;
6538
7912
static PyObject *__pyx_n_multiply;
6539
7913
static PyObject *__pyx_n_reduce;
6540
7914
static PyObject *__pyx_n_svd;
6541
7915
static PyObject *__pyx_n_dot;
6542
7916
static PyObject *__pyx_n_sqrt;
6543
static PyObject *__pyx_n_tuple;
6544
6545
static PyObject *__pyx_k118p;
6546
static PyObject *__pyx_k119p;
6547
static PyObject *__pyx_k120p;
6548
static PyObject *__pyx_k121p;
6549
6550
static char (__pyx_k118[]) = "mean must be 1 dimensional";
6551
static char (__pyx_k119[]) = "cov must be 2 dimensional and square";
6552
static char (__pyx_k120[]) = "mean and cov must have same length";
6553
static char (__pyx_k121[]) = "numpy.dual";
7917
7918
static PyObject *__pyx_k165p;
7919
static PyObject *__pyx_k166p;
7920
static PyObject *__pyx_k167p;
7921
static PyObject *__pyx_k168p;
7922
7923
static char __pyx_k165[] = "mean must be 1 dimensional";
7924
static char __pyx_k166[] = "cov must be 2 dimensional and square";
7925
static char __pyx_k167[] = "mean and cov must have same length";
7926
static char __pyx_k168[] = "numpy.dual";
6554
7927
6555
7928
static PyObject *__pyx_f_6mtrand_11RandomState_multivariate_normal(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
6556
7929
static char __pyx_doc_6mtrand_11RandomState_multivariate_normal[] = "Return an array containing multivariate normally distributed random numbers\n with specified mean and covariance.\n\n multivariate_normal(mean, cov) -> random values\n multivariate_normal(mean, cov, [m, n, ...]) -> random values\n\n mean must be a 1 dimensional array. cov must be a square two dimensional\n array with the same number of rows and columns as mean has elements.\n\n The first form returns a single 1-D array containing a multivariate\n normal.\n\n The second form returns an array of shape (m, n, ..., cov.shape[0]).\n In this case, output[i,j,...,:] is a 1-D array containing a multivariate\n normal.\n ";
6570
7943
PyObject *__pyx_2 = 0;
6571
7944
PyObject *__pyx_3 = 0;
6572
7945
int __pyx_4;
6573
PyObject *__pyx_5 = 0;
7946
Py_ssize_t __pyx_5;
7947
PyObject *__pyx_6 = 0;
6574
7948
static char *__pyx_argnames[] = {"mean","cov","size",0};
6575
7949
__pyx_v_size = __pyx_k58;
6576
7950
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "OO|O", __pyx_argnames, &__pyx_v_mean, &__pyx_v_cov, &__pyx_v_size)) return 0;
6586
7960
__pyx_v_s = Py_None; Py_INCREF(Py_None);
6587
7961
__pyx_v_v = Py_None; Py_INCREF(Py_None);
6588
7962
6589
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1112 */
6590
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1112; goto __pyx_L1;}
6591
__pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_array); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1112; goto __pyx_L1;}
7963
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1470 */
7964
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1470; goto __pyx_L1;}
7965
__pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_array); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1470; goto __pyx_L1;}
6592
7966
Py_DECREF(__pyx_1); __pyx_1 = 0;
6593
__pyx_1 = PyTuple_New(1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1112; goto __pyx_L1;}
7967
__pyx_1 = PyTuple_New(1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1470; goto __pyx_L1;}
6594
7968
Py_INCREF(__pyx_v_mean);
6595
7969
PyTuple_SET_ITEM(__pyx_1, 0, __pyx_v_mean);
6596
__pyx_3 = PyObject_CallObject(__pyx_2, __pyx_1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1112; goto __pyx_L1;}
7970
__pyx_3 = PyObject_CallObject(__pyx_2, __pyx_1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1470; goto __pyx_L1;}
6597
7971
Py_DECREF(__pyx_2); __pyx_2 = 0;
6598
7972
Py_DECREF(__pyx_1); __pyx_1 = 0;
6599
7973
Py_DECREF(__pyx_v_mean);
6600
7974
__pyx_v_mean = __pyx_3;
6601
7975
__pyx_3 = 0;
6602
7976
6603
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1113 */
6604
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6605
__pyx_1 = PyObject_GetAttr(__pyx_2, __pyx_n_array); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1113; goto __pyx_L1;}
7977
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1471 */
7978
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7979
__pyx_1 = PyObject_GetAttr(__pyx_2, __pyx_n_array); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1471; goto __pyx_L1;}
6606
7980
Py_DECREF(__pyx_2); __pyx_2 = 0;
6607
__pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1113; goto __pyx_L1;}
7981
__pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1471; goto __pyx_L1;}
6608
7982
Py_INCREF(__pyx_v_cov);
6609
7983
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_v_cov);
6610
__pyx_2 = PyObject_CallObject(__pyx_1, __pyx_3); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1113; goto __pyx_L1;}
7984
__pyx_2 = PyObject_CallObject(__pyx_1, __pyx_3); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1471; goto __pyx_L1;}
6611
7985
Py_DECREF(__pyx_1); __pyx_1 = 0;
6612
7986
Py_DECREF(__pyx_3); __pyx_3 = 0;
6613
7987
Py_DECREF(__pyx_v_cov);
6614
7988
__pyx_v_cov = __pyx_2;
6615
7989
__pyx_2 = 0;
6616
7990
6617
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1114 */
7991
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1472 */
6618
7992
__pyx_4 = __pyx_v_size == Py_None;
6619
7993
if (__pyx_4) {
6620
6621
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1115 */
6622
__pyx_1 = PyList_New(0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1115; goto __pyx_L1;}
7994
__pyx_1 = PyList_New(0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1473; goto __pyx_L1;}
6623
7995
Py_DECREF(__pyx_v_shape);
6624
7996
__pyx_v_shape = __pyx_1;
6625
7997
__pyx_1 = 0;
6626
7998
goto __pyx_L2;
6627
7999
}
6628
8000
/*else*/ {
6629
6630
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1117 */
6631
8001
Py_INCREF(__pyx_v_size);
6632
8002
Py_DECREF(__pyx_v_shape);
6633
8003
__pyx_v_shape = __pyx_v_size;
6634
8004
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6635
8005
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6636
8006
6637
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1118 */
6638
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6639
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6640
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6641
PyTuple_SET_ITEM(__pyx_1, 0, __pyx_2);
6642
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6643
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6644
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6645
Py_DECREF(__pyx_1); __pyx_1 = 0;
6646
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6647
if (PyObject_Cmp(__pyx_2, __pyx_3, &__pyx_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1118; goto __pyx_L1;}
6648
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6649
Py_DECREF(__pyx_2); __pyx_2 = 0;
6650
Py_DECREF(__pyx_3); __pyx_3 = 0;
8007
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1476 */
8008
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8009
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8010
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8011
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6651
8012
if (__pyx_4) {
6652
6653
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1119 */
6654
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6655
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6656
Py_INCREF(__pyx_k118p);
6657
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k118p);
6658
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8013
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8014
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8015
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k165p);
8016
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8017
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8018
__Pyx_Raise(__pyx_1, 0, 0);
6659
8019
Py_DECREF(__pyx_1); __pyx_1 = 0;
6660
Py_DECREF(__pyx_2); __pyx_2 = 0;
6661
__Pyx_Raise(__pyx_3, 0, 0);
6662
Py_DECREF(__pyx_3); __pyx_3 = 0;
6663
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1119; goto __pyx_L1;}
8020
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1477; goto __pyx_L1;}
6664
8021
goto __pyx_L3;
6665
8022
}
6666
8023
__pyx_L3:;
6667
8024
6668
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1120 */
6669
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6670
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6671
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6672
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_2);
6673
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6674
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6675
Py_DECREF(__pyx_1); __pyx_1 = 0;
8025
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1478 */
8026
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8027
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6676
8028
Py_DECREF(__pyx_3); __pyx_3 = 0;
6677
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6678
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6679
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6680
Py_DECREF(__pyx_2); __pyx_2 = 0;
6681
Py_DECREF(__pyx_1); __pyx_1 = 0;
8029
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6682
8030
if (!__pyx_4) {
6683
__pyx_3 = PyObject_GetAttr(__pyx_v_cov, __pyx_n_shape); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1120; goto __pyx_L1;}
6684
__pyx_2 = PyInt_FromLong(0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1120; goto __pyx_L1;}
6685
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6686
Py_DECREF(__pyx_3); __pyx_3 = 0;
6687
Py_DECREF(__pyx_2); __pyx_2 = 0;
6688
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6689
__pyx_2 = PyInt_FromLong(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1120; goto __pyx_L1;}
6690
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6691
Py_DECREF(__pyx_3); __pyx_3 = 0;
6692
Py_DECREF(__pyx_2); __pyx_2 = 0;
6693
if (PyObject_Cmp(__pyx_1, __pyx_5, &__pyx_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1120; goto __pyx_L1;}
8031
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8032
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8033
Py_DECREF(__pyx_2); __pyx_2 = 0;
8034
__pyx_3 = PyObject_GetAttr(__pyx_v_cov, __pyx_n_shape); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1478; goto __pyx_L1;}
8035
__pyx_2 = __Pyx_GetItemInt(__pyx_3, 1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1478; goto __pyx_L1;}
8036
Py_DECREF(__pyx_3); __pyx_3 = 0;
8037
if (PyObject_Cmp(__pyx_1, __pyx_2, &__pyx_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1478; goto __pyx_L1;}
6694
8038
__pyx_4 = __pyx_4 != 0;
6695
8039
Py_DECREF(__pyx_1); __pyx_1 = 0;
6696
Py_DECREF(__pyx_5); __pyx_5 = 0;
8040
Py_DECREF(__pyx_2); __pyx_2 = 0;
6697
8041
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6698
8042
if (__pyx_4) {
6699
6700
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1121 */
6701
__pyx_3 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1121; goto __pyx_L1;}
6702
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1121; goto __pyx_L1;}
6703
Py_INCREF(__pyx_k119p);
6704
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k119p);
6705
__pyx_1 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1121; goto __pyx_L1;}
8043
__pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1479; goto __pyx_L1;}
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Py_INCREF(__pyx_k166p);
8045
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_k166p);
8046
__pyx_1 = PyObject_CallObject(PyExc_ValueError, __pyx_3); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1479; goto __pyx_L1;}
6706
8047
Py_DECREF(__pyx_3); __pyx_3 = 0;
6707
Py_DECREF(__pyx_2); __pyx_2 = 0;
6708
8048
__Pyx_Raise(__pyx_1, 0, 0);
6709
8049
Py_DECREF(__pyx_1); __pyx_1 = 0;
6710
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1121; goto __pyx_L1;}
8050
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1479; goto __pyx_L1;}
6711
8051
goto __pyx_L4;
6712
8052
}
6713
8053
__pyx_L4:;
6714
8054
6715
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1122 */
6716
__pyx_5 = PyObject_GetAttr(__pyx_v_mean, __pyx_n_shape); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1122; goto __pyx_L1;}
6717
__pyx_3 = PyInt_FromLong(0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1122; goto __pyx_L1;}
6718
__pyx_2 = PyObject_GetItem(__pyx_5, __pyx_3); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1122; goto __pyx_L1;}
6719
Py_DECREF(__pyx_5); __pyx_5 = 0;
6720
Py_DECREF(__pyx_3); __pyx_3 = 0;
6721
__pyx_1 = PyObject_GetAttr(__pyx_v_cov, __pyx_n_shape); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1122; goto __pyx_L1;}
6722
__pyx_5 = PyInt_FromLong(0); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1122; goto __pyx_L1;}
6723
__pyx_3 = PyObject_GetItem(__pyx_1, __pyx_5); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1122; goto __pyx_L1;}
8055
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1480 */
8056
__pyx_2 = PyObject_GetAttr(__pyx_v_mean, __pyx_n_shape); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1480; goto __pyx_L1;}
8057
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8058
Py_DECREF(__pyx_2); __pyx_2 = 0;
8059
__pyx_1 = PyObject_GetAttr(__pyx_v_cov, __pyx_n_shape); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1480; goto __pyx_L1;}
8060
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6724
8061
Py_DECREF(__pyx_1); __pyx_1 = 0;
6725
Py_DECREF(__pyx_5); __pyx_5 = 0;
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if (PyObject_Cmp(__pyx_2, __pyx_3, &__pyx_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1122; goto __pyx_L1;}
8062
if (PyObject_Cmp(__pyx_3, __pyx_2, &__pyx_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1480; goto __pyx_L1;}
6727
8063
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8064
Py_DECREF(__pyx_3); __pyx_3 = 0;
6728
8065
Py_DECREF(__pyx_2); __pyx_2 = 0;
6729
Py_DECREF(__pyx_3); __pyx_3 = 0;
6730
8066
if (__pyx_4) {
6731
6732
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1123 */
6733
__pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1123; goto __pyx_L1;}
6734
__pyx_5 = PyTuple_New(1); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1123; goto __pyx_L1;}
6735
Py_INCREF(__pyx_k120p);
6736
PyTuple_SET_ITEM(__pyx_5, 0, __pyx_k120p);
6737
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8067
__pyx_1 = PyTuple_New(1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1481; goto __pyx_L1;}
8068
Py_INCREF(__pyx_k167p);
8069
PyTuple_SET_ITEM(__pyx_1, 0, __pyx_k167p);
8070
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6738
8071
Py_DECREF(__pyx_1); __pyx_1 = 0;
6739
Py_DECREF(__pyx_5); __pyx_5 = 0;
6740
__Pyx_Raise(__pyx_2, 0, 0);
6741
Py_DECREF(__pyx_2); __pyx_2 = 0;
6742
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1123; goto __pyx_L1;}
8072
__Pyx_Raise(__pyx_3, 0, 0);
8073
Py_DECREF(__pyx_3); __pyx_3 = 0;
8074
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1481; goto __pyx_L1;}
6743
8075
goto __pyx_L5;
6744
8076
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6745
8077
__pyx_L5:;
6746
8078
6747
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1125 */
6748
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6749
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6750
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6751
Py_INCREF(__pyx_v_shape);
6752
PyTuple_SET_ITEM(__pyx_5, 0, __pyx_v_shape);
6753
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6754
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6755
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6756
Py_DECREF(__pyx_3); __pyx_3 = 0;
6757
Py_DECREF(__pyx_5); __pyx_5 = 0;
6758
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6759
Py_DECREF(__pyx_2); __pyx_2 = 0;
8079
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1483 */
8080
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6760
8081
if (__pyx_4) {
6761
6762
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1126 */
6763
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8082
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6764
8083
Py_INCREF(__pyx_v_shape);
6765
PyList_SET_ITEM(__pyx_1, 0, __pyx_v_shape);
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PyList_SET_ITEM(__pyx_2, 0, __pyx_v_shape);
6766
8085
Py_DECREF(__pyx_v_shape);
6767
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6768
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8086
__pyx_v_shape = __pyx_2;
8087
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6769
8088
goto __pyx_L6;
6770
8089
}
6771
8090
__pyx_L6:;
6772
8091
6773
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1127 */
6774
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6775
__pyx_5 = PySequence_GetSlice(__pyx_v_shape, 0, 0x7fffffff); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1127; goto __pyx_L1;}
6776
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6777
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_5);
6778
__pyx_5 = 0;
6779
__pyx_1 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1127; goto __pyx_L1;}
8092
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1485 */
8093
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8094
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8095
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_1);
8096
__pyx_1 = 0;
8097
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6780
8098
Py_DECREF(__pyx_3); __pyx_3 = 0;
6781
Py_DECREF(__pyx_2); __pyx_2 = 0;
6782
8099
Py_DECREF(__pyx_v_final_shape);
6783
__pyx_v_final_shape = __pyx_1;
6784
__pyx_1 = 0;
6785
6786
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1128 */
6787
__pyx_5 = PyObject_GetAttr(__pyx_v_final_shape, __pyx_n_append); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1128; goto __pyx_L1;}
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8203
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8204
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6904
8207
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6905
8208
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_v_s);
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8209
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8210
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8211
Py_DECREF(__pyx_3); __pyx_3 = 0;
8212
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8213
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6908
Py_DECREF(__pyx_3); __pyx_3 = 0;
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6910
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6912
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8214
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8215
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_1);
6913
8216
Py_INCREF(__pyx_v_v);
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8217
PyTuple_SET_ITEM(__pyx_3, 1, __pyx_v_v);
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6916
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6917
Py_DECREF(__pyx_5); __pyx_5 = 0;
8218
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8219
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8220
Py_DECREF(__pyx_6); __pyx_6 = 0;
6918
8221
Py_DECREF(__pyx_3); __pyx_3 = 0;
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8222
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6920
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8223
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8224
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6922
8225
6923
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1148 */
6924
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6925
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6926
Py_DECREF(__pyx_2); __pyx_2 = 0;
6927
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8226
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1506 */
8227
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8228
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8229
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8230
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6928
8231
Py_INCREF(__pyx_v_mean);
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8232
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_v_mean);
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8233
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6931
8234
PyTuple_SET_ITEM(__pyx_3, 1, __pyx_v_x);
6932
8235
Py_INCREF(__pyx_v_x);
6933
8236
PyTuple_SET_ITEM(__pyx_3, 2, __pyx_v_x);
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6935
Py_DECREF(__pyx_5); __pyx_5 = 0;
8237
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8238
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8239
Py_DECREF(__pyx_3); __pyx_3 = 0;
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Py_DECREF(__pyx_2); __pyx_2 = 0;
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8242
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1507 */
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8244
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6937
8247
Py_DECREF(__pyx_1); __pyx_1 = 0;
6938
6939
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1149 */
6940
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6941
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PyTuple_SET_ITEM(__pyx_5, 0, __pyx_v_final_shape);
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6945
Py_DECREF(__pyx_2); __pyx_2 = 0;
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Py_DECREF(__pyx_5); __pyx_5 = 0;
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if (PyObject_SetAttr(__pyx_v_x, __pyx_n_shape, __pyx_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1149; goto __pyx_L1;}
6948
Py_DECREF(__pyx_3); __pyx_3 = 0;
6949
6950
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1150 */
8248
if (PyObject_SetAttr(__pyx_v_x, __pyx_n_shape, __pyx_6) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1507; goto __pyx_L1;}
8249
Py_DECREF(__pyx_6); __pyx_6 = 0;
8250
8251
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1508 */
6951
8252
Py_INCREF(__pyx_v_x);
6952
8253
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6953
8254
goto __pyx_L0;
6958
8259
Py_XDECREF(__pyx_1);
6959
8260
Py_XDECREF(__pyx_2);
6960
8261
Py_XDECREF(__pyx_3);
6961
Py_XDECREF(__pyx_5);
8262
Py_XDECREF(__pyx_6);
6962
8263
__Pyx_AddTraceback("mtrand.RandomState.multivariate_normal");
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8264
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6964
8265
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6978
8279
6979
8280
static PyObject *__pyx_n_zeros;
6980
8281
6981
static PyObject *__pyx_k123p;
8282
static PyObject *__pyx_k170p;
6982
8283
6983
static char (__pyx_k123[]) = "sum(pvals) > 1.0";
8284
static char __pyx_k170[] = "sum(pvals[:-1]) > 1.0";
6984
8285
6985
8286
static PyObject *__pyx_f_6mtrand_11RandomState_multinomial(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
6986
static char __pyx_doc_6mtrand_11RandomState_multinomial[] = "Multinomial distribution.\n \n multinomial(n, pvals, size=None) -> random values\n\n pvals is a sequence of probabilities that should sum to 1 (however, the\n last element is always assumed to account for the remaining probability\n as long as sum(pvals[:-1]) <= 1).\n ";
8287
static char __pyx_doc_6mtrand_11RandomState_multinomial[] = "Multinomial distribution.\n\n multinomial(n, pvals, size=None) -> random values\n\n pvals is a sequence of probabilities that should sum to 1 (however, the\n last element is always assumed to account for the remaining probability\n as long as sum(pvals[:-1]) <= 1).\n ";
6987
8288
static PyObject *__pyx_f_6mtrand_11RandomState_multinomial(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
6988
8289
long __pyx_v_n;
6989
8290
PyObject *__pyx_v_pvals = 0;
6991
8292
long __pyx_v_d;
6992
8293
PyArrayObject *arrayObject_parr;
6993
8294
PyArrayObject *arrayObject_mnarr;
6994
double (*__pyx_v_pix);
6995
long (*__pyx_v_mnix);
8295
double *__pyx_v_pix;
8296
long *__pyx_v_mnix;
6996
8297
long __pyx_v_i;
6997
8298
long __pyx_v_j;
6998
8299
long __pyx_v_dn;
7000
8301
PyObject *__pyx_v_shape;
7001
8302
PyObject *__pyx_v_multin;
7002
8303
PyObject *__pyx_r;
7003
PyObject *__pyx_1 = 0;
8304
Py_ssize_t __pyx_1;
7004
8305
PyObject *__pyx_2 = 0;
7005
PyObject *__pyx_3 = 0;
7006
long __pyx_4;
7007
int __pyx_5;
8306
int __pyx_3;
8307
PyObject *__pyx_4 = 0;
8308
PyObject *__pyx_5 = 0;
8309
long __pyx_6;
7008
8310
static char *__pyx_argnames[] = {"n","pvals","size",0};
7009
8311
__pyx_v_size = __pyx_k59;
7010
8312
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "lO|O", __pyx_argnames, &__pyx_v_n, &__pyx_v_pvals, &__pyx_v_size)) return 0;
7016
8318
__pyx_v_shape = Py_None; Py_INCREF(Py_None);
7017
8319
__pyx_v_multin = Py_None; Py_INCREF(Py_None);
7018
8320
7019
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1168 */
7020
__pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_len); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1168; goto __pyx_L1;}
7021
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7022
Py_INCREF(__pyx_v_pvals);
7023
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_pvals);
7024
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7025
Py_DECREF(__pyx_1); __pyx_1 = 0;
7026
Py_DECREF(__pyx_2); __pyx_2 = 0;
7027
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7028
Py_DECREF(__pyx_3); __pyx_3 = 0;
7029
__pyx_v_d = __pyx_4;
8321
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1526 */
8322
__pyx_1 = PyObject_Length(__pyx_v_pvals); if (__pyx_1 == -1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1526; goto __pyx_L1;}
8323
__pyx_v_d = __pyx_1;
7030
8324
7031
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1169 */
7032
__pyx_1 = PyArray_ContiguousFromObject(__pyx_v_pvals,NPY_DOUBLE,1,1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1169; goto __pyx_L1;}
7033
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
8325
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1527 */
8326
__pyx_2 = PyArray_ContiguousFromObject(__pyx_v_pvals,NPY_DOUBLE,1,1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1527; goto __pyx_L1;}
8327
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
7034
8328
Py_DECREF(((PyObject *)arrayObject_parr));
7035
arrayObject_parr = ((PyArrayObject *)__pyx_1);
7036
Py_DECREF(__pyx_1); __pyx_1 = 0;
7037
7038
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1170 */
7039
__pyx_v_pix = ((double (*))arrayObject_parr->data);
7040
7041
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1172 */
7042
__pyx_5 = (__pyx_f_6mtrand_kahan_sum(__pyx_v_pix,(__pyx_v_d - 1)) > 1.0);
7043
if (__pyx_5) {
7044
7045
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1173 */
7046
__pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1173; goto __pyx_L1;}
7047
__pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1173; goto __pyx_L1;}
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Py_INCREF(__pyx_k123p);
7049
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_k123p);
7050
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8329
arrayObject_parr = ((PyArrayObject *)__pyx_2);
8330
Py_DECREF(__pyx_2); __pyx_2 = 0;
8331
8332
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1528 */
8333
__pyx_v_pix = ((double *)arrayObject_parr->data);
8334
8335
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1530 */
8336
__pyx_3 = (__pyx_f_6mtrand_kahan_sum(__pyx_v_pix,(__pyx_v_d - 1)) > (1.0 + 1e-12));
8337
if (__pyx_3) {
8338
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1531; goto __pyx_L1;}
8339
Py_INCREF(__pyx_k170p);
8340
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k170p);
8341
__pyx_4 = PyObject_CallObject(PyExc_ValueError, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1531; goto __pyx_L1;}
7051
8342
Py_DECREF(__pyx_2); __pyx_2 = 0;
7052
Py_DECREF(__pyx_3); __pyx_3 = 0;
7053
__Pyx_Raise(__pyx_1, 0, 0);
7054
Py_DECREF(__pyx_1); __pyx_1 = 0;
7055
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1173; goto __pyx_L1;}
8343
__Pyx_Raise(__pyx_4, 0, 0);
8344
Py_DECREF(__pyx_4); __pyx_4 = 0;
8345
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 1531; goto __pyx_L1;}
7056
8346
goto __pyx_L2;
7057
8347
}
7058
8348
__pyx_L2:;
7059
8349
7060
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1175 */
7061
__pyx_5 = __pyx_v_size == Py_None;
7062
if (__pyx_5) {
7063
7064
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1176 */
7065
__pyx_2 = PyInt_FromLong(__pyx_v_d); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1176; goto __pyx_L1;}
7066
__pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1176; goto __pyx_L1;}
7067
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_2);
8350
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1533 */
8351
__pyx_3 = __pyx_v_size == Py_None;
8352
if (__pyx_3) {
8353
__pyx_2 = PyInt_FromLong(__pyx_v_d); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1534; goto __pyx_L1;}
8354
__pyx_4 = PyTuple_New(1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1534; goto __pyx_L1;}
8355
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_2);
7068
8356
__pyx_2 = 0;
7069
8357
Py_DECREF(__pyx_v_shape);
7070
__pyx_v_shape = __pyx_3;
7071
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8358
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8359
__pyx_4 = 0;
7072
8360
goto __pyx_L3;
7073
8361
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7074
__pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_type); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
7075
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
8362
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1535; goto __pyx_L1;}
7076
8363
Py_INCREF(__pyx_v_size);
7077
8364
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_size);
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__pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
7079
Py_DECREF(__pyx_1); __pyx_1 = 0;
8365
__pyx_4 = PyObject_CallObject(((PyObject *)(&PyType_Type)), __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1535; goto __pyx_L1;}
7080
8366
Py_DECREF(__pyx_2); __pyx_2 = 0;
7081
__pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
7082
__pyx_5 = __pyx_3 == __pyx_1;
7083
Py_DECREF(__pyx_3); __pyx_3 = 0;
7084
Py_DECREF(__pyx_1); __pyx_1 = 0;
7085
if (__pyx_5) {
7086
7087
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1178 */
7088
__pyx_2 = PyInt_FromLong(__pyx_v_d); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1178; goto __pyx_L1;}
7089
__pyx_3 = PyTuple_New(2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1178; goto __pyx_L1;}
8367
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8368
Py_DECREF(__pyx_4); __pyx_4 = 0;
8369
if (__pyx_3) {
8370
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8371
__pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1536; goto __pyx_L1;}
7090
8372
Py_INCREF(__pyx_v_size);
7091
PyTuple_SET_ITEM(__pyx_3, 0, __pyx_v_size);
7092
PyTuple_SET_ITEM(__pyx_3, 1, __pyx_2);
8373
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_v_size);
8374
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_2);
7093
8375
__pyx_2 = 0;
7094
8376
Py_DECREF(__pyx_v_shape);
7095
__pyx_v_shape = __pyx_3;
7096
__pyx_3 = 0;
8377
__pyx_v_shape = __pyx_4;
8378
__pyx_4 = 0;
7097
8379
goto __pyx_L3;
7098
8380
}
7099
8381
/*else*/ {
7100
7101
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1180 */
7102
__pyx_1 = PyInt_FromLong(__pyx_v_d); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1180; goto __pyx_L1;}
7103
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1180; goto __pyx_L1;}
7104
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_1);
7105
__pyx_1 = 0;
7106
__pyx_3 = PyNumber_Add(__pyx_v_size, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1180; goto __pyx_L1;}
7107
Py_DECREF(__pyx_2); __pyx_2 = 0;
8382
__pyx_2 = PyInt_FromLong(__pyx_v_d); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1538; goto __pyx_L1;}
8383
__pyx_4 = PyTuple_New(1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1538; goto __pyx_L1;}
8384
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_2);
8385
__pyx_2 = 0;
8386
__pyx_2 = PyNumber_Add(__pyx_v_size, __pyx_4); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1538; goto __pyx_L1;}
8387
Py_DECREF(__pyx_4); __pyx_4 = 0;
7108
8388
Py_DECREF(__pyx_v_shape);
7109
__pyx_v_shape = __pyx_3;
7110
__pyx_3 = 0;
8389
__pyx_v_shape = __pyx_2;
8390
__pyx_2 = 0;
7111
8391
}
7112
8392
__pyx_L3:;
7113
8393
7114
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1182 */
7115
__pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1182; goto __pyx_L1;}
7116
__pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_zeros); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1182; goto __pyx_L1;}
7117
Py_DECREF(__pyx_1); __pyx_1 = 0;
7118
__pyx_3 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1182; goto __pyx_L1;}
7119
__pyx_1 = PyTuple_New(2); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1182; goto __pyx_L1;}
8394
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1540 */
8395
__pyx_4 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1540; goto __pyx_L1;}
8396
__pyx_2 = PyObject_GetAttr(__pyx_4, __pyx_n_zeros); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1540; goto __pyx_L1;}
8397
Py_DECREF(__pyx_4); __pyx_4 = 0;
8398
__pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1540; goto __pyx_L1;}
7120
8399
Py_INCREF(__pyx_v_shape);
7121
PyTuple_SET_ITEM(__pyx_1, 0, __pyx_v_shape);
7122
PyTuple_SET_ITEM(__pyx_1, 1, __pyx_3);
7123
__pyx_3 = 0;
7124
__pyx_3 = PyObject_CallObject(__pyx_2, __pyx_1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1182; goto __pyx_L1;}
8400
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_v_shape);
8401
Py_INCREF(((PyObject *)(&PyInt_Type)));
8402
PyTuple_SET_ITEM(__pyx_4, 1, ((PyObject *)(&PyInt_Type)));
8403
__pyx_5 = PyObject_CallObject(__pyx_2, __pyx_4); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1540; goto __pyx_L1;}
7125
8404
Py_DECREF(__pyx_2); __pyx_2 = 0;
7126
Py_DECREF(__pyx_1); __pyx_1 = 0;
8405
Py_DECREF(__pyx_4); __pyx_4 = 0;
7127
8406
Py_DECREF(__pyx_v_multin);
7128
__pyx_v_multin = __pyx_3;
7129
__pyx_3 = 0;
8407
__pyx_v_multin = __pyx_5;
8408
__pyx_5 = 0;
7130
8409
7131
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1183 */
8410
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1541 */
7132
8411
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_v_multin)));
7133
8412
Py_DECREF(((PyObject *)arrayObject_mnarr));
7134
8413
arrayObject_mnarr = ((PyArrayObject *)__pyx_v_multin);
7135
8414
7136
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1184 */
7137
__pyx_v_mnix = ((long (*))arrayObject_mnarr->data);
8415
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1542 */
8416
__pyx_v_mnix = ((long *)arrayObject_mnarr->data);
7138
8417
7139
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1185 */
8418
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1543 */
7140
8419
__pyx_v_i = 0;
7141
8420
7142
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1186 */
8421
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1544 */
7143
8422
while (1) {
7144
__pyx_L4:;
7145
__pyx_5 = (__pyx_v_i < PyArray_SIZE(arrayObject_mnarr));
7146
if (!__pyx_5) break;
8423
__pyx_3 = (__pyx_v_i < PyArray_SIZE(arrayObject_mnarr));
8424
if (!__pyx_3) break;
7147
8425
7148
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1187 */
8426
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1545 */
7149
8427
__pyx_v_Sum = 1.0;
7150
8428
7151
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1188 */
8429
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1546 */
7152
8430
__pyx_v_dn = __pyx_v_n;
7153
8431
7154
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1189 */
7155
__pyx_4 = (__pyx_v_d - 1);
7156
for (__pyx_v_j = 0; __pyx_v_j < __pyx_4; ++__pyx_v_j) {
8432
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1547 */
8433
__pyx_6 = (__pyx_v_d - 1);
8434
for (__pyx_v_j = 0; __pyx_v_j < __pyx_6; ++__pyx_v_j) {
7157
8435
7158
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1190 */
8436
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1548 */
7159
8437
(__pyx_v_mnix[(__pyx_v_i + __pyx_v_j)]) = rk_binomial(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,__pyx_v_dn,((__pyx_v_pix[__pyx_v_j]) / __pyx_v_Sum));
7160
8438
7161
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1191 */
8439
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1549 */
7162
8440
__pyx_v_dn = (__pyx_v_dn - (__pyx_v_mnix[(__pyx_v_i + __pyx_v_j)]));
7163
8441
7164
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1192 */
7165
__pyx_5 = (__pyx_v_dn <= 0);
7166
if (__pyx_5) {
7167
7168
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1193 */
8442
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1550 */
8443
__pyx_3 = (__pyx_v_dn <= 0);
8444
if (__pyx_3) {
7169
8445
goto __pyx_L7;
7170
8446
goto __pyx_L8;
7171
8447
}
7172
8448
__pyx_L8:;
7173
8449
7174
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1194 */
8450
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1552 */
7175
8451
__pyx_v_Sum = (__pyx_v_Sum - (__pyx_v_pix[__pyx_v_j]));
7176
__pyx_L6:;
7177
8452
}
7178
8453
__pyx_L7:;
7179
8454
7180
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1195 */
7181
__pyx_5 = (__pyx_v_dn > 0);
7182
if (__pyx_5) {
7183
7184
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1196 */
8455
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1553 */
8456
__pyx_3 = (__pyx_v_dn > 0);
8457
if (__pyx_3) {
7185
8458
(__pyx_v_mnix[((__pyx_v_i + __pyx_v_d) - 1)]) = __pyx_v_dn;
7186
8459
goto __pyx_L9;
7187
8460
}
7188
8461
__pyx_L9:;
7189
8462
7190
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1198 */
8463
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1556 */
7191
8464
__pyx_v_i = (__pyx_v_i + __pyx_v_d);
7192
8465
}
7193
__pyx_L5:;
7194
8466
7195
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1200 */
8467
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1558 */
7196
8468
Py_INCREF(__pyx_v_multin);
7197
8469
__pyx_r = __pyx_v_multin;
7198
8470
goto __pyx_L0;
7200
8472
__pyx_r = Py_None; Py_INCREF(Py_None);
7201
8473
goto __pyx_L0;
7202
8474
__pyx_L1:;
7203
Py_XDECREF(__pyx_1);
7204
8475
Py_XDECREF(__pyx_2);
7205
Py_XDECREF(__pyx_3);
8476
Py_XDECREF(__pyx_4);
8477
Py_XDECREF(__pyx_5);
7206
8478
__Pyx_AddTraceback("mtrand.RandomState.multinomial");
7207
8479
__pyx_r = 0;
7208
8480
__pyx_L0:;
7216
8488
return __pyx_r;
7217
8489
}
7218
8490
8491
static PyObject *__pyx_f_6mtrand_11RandomState_dirichlet(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
8492
static char __pyx_doc_6mtrand_11RandomState_dirichlet[] = "dirichlet(alpha, size=None)\n\n Draw `size` samples of dimension k from a Dirichlet distribution. A\n Dirichlet-distributed random variable can be seen as a multivariate\n generalization of a Beta distribution. Dirichlet pdf is the conjugate\n prior of a multinomial in Bayesian inference.\n\n Parameters\n ----------\n alpha : array\n Parameter of the distribution (k dimension for sample of\n dimension k).\n size : array\n Number of samples to draw.\n\n Notes\n -----\n .. math:: X \\approx \\prod_{i=1}^{k}{x^{\\alpha_i-1}_i}\n\n Uses the following property for computation: for each dimension,\n draw a random sample y_i from a standard gamma generator of shape\n `alpha_i`, then\n :math:`X = \\frac{1}{\\sum_{i=1}^k{y_i}} (y_1, \\ldot, y_n)` is\n Dirichlet distributed.\n\n References\n ----------\n .. [1] David McKay, \"Information Theory, Inference and Learning\n Algorithms,\" chapter 23,\n http://www.inference.phy.cam.ac.uk/mackay/\n\n ";
8493
static PyObject *__pyx_f_6mtrand_11RandomState_dirichlet(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
8494
PyObject *__pyx_v_alpha = 0;
8495
PyObject *__pyx_v_size = 0;
8496
long __pyx_v_k;
8497
long __pyx_v_totsize;
8498
PyArrayObject *__pyx_v_alpha_arr;
8499
PyArrayObject *__pyx_v_val_arr;
8500
double *__pyx_v_alpha_data;
8501
double *__pyx_v_val_data;
8502
long __pyx_v_i;
8503
long __pyx_v_j;
8504
double __pyx_v_acc;
8505
double __pyx_v_invacc;
8506
PyObject *__pyx_v_shape;
8507
PyObject *__pyx_v_diric;
8508
PyObject *__pyx_r;
8509
Py_ssize_t __pyx_1;
8510
PyObject *__pyx_2 = 0;
8511
int __pyx_3;
8512
PyObject *__pyx_4 = 0;
8513
PyObject *__pyx_5 = 0;
8514
static char *__pyx_argnames[] = {"alpha","size",0};
8515
__pyx_v_size = __pyx_k60;
8516
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "O|O", __pyx_argnames, &__pyx_v_alpha, &__pyx_v_size)) return 0;
8517
Py_INCREF(__pyx_v_self);
8518
Py_INCREF(__pyx_v_alpha);
8519
Py_INCREF(__pyx_v_size);
8520
__pyx_v_alpha_arr = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
8521
__pyx_v_val_arr = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
8522
__pyx_v_shape = Py_None; Py_INCREF(Py_None);
8523
__pyx_v_diric = Py_None; Py_INCREF(Py_None);
8524
8525
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1621 */
8526
__pyx_1 = PyObject_Length(__pyx_v_alpha); if (__pyx_1 == -1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1621; goto __pyx_L1;}
8527
__pyx_v_k = __pyx_1;
8528
8529
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1622 */
8530
__pyx_2 = PyArray_ContiguousFromObject(__pyx_v_alpha,NPY_DOUBLE,1,1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1622; goto __pyx_L1;}
8531
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
8532
Py_DECREF(((PyObject *)__pyx_v_alpha_arr));
8533
__pyx_v_alpha_arr = ((PyArrayObject *)__pyx_2);
8534
Py_DECREF(__pyx_2); __pyx_2 = 0;
8535
8536
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1623 */
8537
__pyx_v_alpha_data = ((double *)__pyx_v_alpha_arr->data);
8538
8539
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1625 */
8540
__pyx_3 = __pyx_v_size == Py_None;
8541
if (__pyx_3) {
8542
__pyx_2 = PyInt_FromLong(__pyx_v_k); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1626; goto __pyx_L1;}
8543
__pyx_4 = PyTuple_New(1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1626; goto __pyx_L1;}
8544
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_2);
8545
__pyx_2 = 0;
8546
Py_DECREF(__pyx_v_shape);
8547
__pyx_v_shape = __pyx_4;
8548
__pyx_4 = 0;
8549
goto __pyx_L2;
8550
}
8551
__pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1627; goto __pyx_L1;}
8552
Py_INCREF(__pyx_v_size);
8553
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_size);
8554
__pyx_4 = PyObject_CallObject(((PyObject *)(&PyType_Type)), __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1627; goto __pyx_L1;}
8555
Py_DECREF(__pyx_2); __pyx_2 = 0;
8556
__pyx_3 = __pyx_4 == ((PyObject *)(&PyInt_Type));
8557
Py_DECREF(__pyx_4); __pyx_4 = 0;
8558
if (__pyx_3) {
8559
__pyx_2 = PyInt_FromLong(__pyx_v_k); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1628; goto __pyx_L1;}
8560
__pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1628; goto __pyx_L1;}
8561
Py_INCREF(__pyx_v_size);
8562
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_v_size);
8563
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_2);
8564
__pyx_2 = 0;
8565
Py_DECREF(__pyx_v_shape);
8566
__pyx_v_shape = __pyx_4;
8567
__pyx_4 = 0;
8568
goto __pyx_L2;
8569
}
8570
/*else*/ {
8571
__pyx_2 = PyInt_FromLong(__pyx_v_k); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1630; goto __pyx_L1;}
8572
__pyx_4 = PyTuple_New(1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1630; goto __pyx_L1;}
8573
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_2);
8574
__pyx_2 = 0;
8575
__pyx_2 = PyNumber_Add(__pyx_v_size, __pyx_4); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1630; goto __pyx_L1;}
8576
Py_DECREF(__pyx_4); __pyx_4 = 0;
8577
Py_DECREF(__pyx_v_shape);
8578
__pyx_v_shape = __pyx_2;
8579
__pyx_2 = 0;
8580
}
8581
__pyx_L2:;
8582
8583
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1632 */
8584
__pyx_4 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1632; goto __pyx_L1;}
8585
__pyx_2 = PyObject_GetAttr(__pyx_4, __pyx_n_zeros); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1632; goto __pyx_L1;}
8586
Py_DECREF(__pyx_4); __pyx_4 = 0;
8587
__pyx_4 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1632; goto __pyx_L1;}
8588
__pyx_5 = PyObject_GetAttr(__pyx_4, __pyx_n_float64); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1632; goto __pyx_L1;}
8589
Py_DECREF(__pyx_4); __pyx_4 = 0;
8590
__pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1632; goto __pyx_L1;}
8591
Py_INCREF(__pyx_v_shape);
8592
PyTuple_SET_ITEM(__pyx_4, 0, __pyx_v_shape);
8593
PyTuple_SET_ITEM(__pyx_4, 1, __pyx_5);
8594
__pyx_5 = 0;
8595
__pyx_5 = PyObject_CallObject(__pyx_2, __pyx_4); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1632; goto __pyx_L1;}
8596
Py_DECREF(__pyx_2); __pyx_2 = 0;
8597
Py_DECREF(__pyx_4); __pyx_4 = 0;
8598
Py_DECREF(__pyx_v_diric);
8599
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8600
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8601
8602
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1633 */
8603
Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_v_diric)));
8604
Py_DECREF(((PyObject *)__pyx_v_val_arr));
8605
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8606
8607
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1634 */
8608
__pyx_v_val_data = ((double *)__pyx_v_val_arr->data);
8609
8610
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1636 */
8611
__pyx_v_i = 0;
8612
8613
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1637 */
8614
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8615
8616
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1638 */
8617
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8618
__pyx_3 = (__pyx_v_i < __pyx_v_totsize);
8619
if (!__pyx_3) break;
8620
8621
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1639 */
8622
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8623
8624
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1640 */
8625
for (__pyx_v_j = 0; __pyx_v_j < __pyx_v_k; ++__pyx_v_j) {
8626
8627
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1641 */
8628
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8629
8630
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1642 */
8631
__pyx_v_acc = (__pyx_v_acc + (__pyx_v_val_data[(__pyx_v_i + __pyx_v_j)]));
8632
}
8633
8634
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1643 */
8635
__pyx_v_invacc = (1 / __pyx_v_acc);
8636
8637
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1644 */
8638
for (__pyx_v_j = 0; __pyx_v_j < __pyx_v_k; ++__pyx_v_j) {
8639
(__pyx_v_val_data[(__pyx_v_i + __pyx_v_j)]) = ((__pyx_v_val_data[(__pyx_v_i + __pyx_v_j)]) * __pyx_v_invacc);
8640
}
8641
8642
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1646 */
8643
__pyx_v_i = (__pyx_v_i + __pyx_v_k);
8644
}
8645
8646
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1648 */
8647
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8648
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8649
goto __pyx_L0;
8650
8651
__pyx_r = Py_None; Py_INCREF(Py_None);
8652
goto __pyx_L0;
8653
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8654
Py_XDECREF(__pyx_2);
8655
Py_XDECREF(__pyx_4);
8656
Py_XDECREF(__pyx_5);
8657
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8658
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8659
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8660
Py_DECREF(__pyx_v_alpha_arr);
8661
Py_DECREF(__pyx_v_val_arr);
8662
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8663
Py_DECREF(__pyx_v_diric);
8664
Py_DECREF(__pyx_v_self);
8665
Py_DECREF(__pyx_v_alpha);
8666
Py_DECREF(__pyx_v_size);
8667
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8668
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8669
8670
static PyObject *__pyx_n_copy;
8671
8672
7219
8673
static PyObject *__pyx_f_6mtrand_11RandomState_shuffle(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
7220
static char __pyx_doc_6mtrand_11RandomState_shuffle[] = "Modify a sequence in-place by shuffling its contents.\n \n shuffle(x)\n ";
8674
static char __pyx_doc_6mtrand_11RandomState_shuffle[] = "Modify a sequence in-place by shuffling its contents.\n\n shuffle(x)\n ";
7221
8675
static PyObject *__pyx_f_6mtrand_11RandomState_shuffle(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
7222
8676
PyObject *__pyx_v_x = 0;
7223
8677
long __pyx_v_i;
7224
8678
long __pyx_v_j;
8679
int __pyx_v_copy;
7225
8680
PyObject *__pyx_r;
7226
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8681
Py_ssize_t __pyx_1;
7227
8682
PyObject *__pyx_2 = 0;
7228
8683
PyObject *__pyx_3 = 0;
7229
long __pyx_4;
8684
PyObject *__pyx_4 = 0;
7230
8685
int __pyx_5;
7231
8686
static char *__pyx_argnames[] = {"x",0};
7232
8687
if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "O", __pyx_argnames, &__pyx_v_x)) return 0;
7233
8688
Py_INCREF(__pyx_v_self);
7234
8689
Py_INCREF(__pyx_v_x);
7235
8690
7236
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1211 */
7237
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7238
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7239
Py_INCREF(__pyx_v_x);
7240
PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_x);
7241
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7242
Py_DECREF(__pyx_1); __pyx_1 = 0;
7243
Py_DECREF(__pyx_2); __pyx_2 = 0;
7244
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7245
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7246
Py_DECREF(__pyx_3); __pyx_3 = 0;
7247
Py_DECREF(__pyx_1); __pyx_1 = 0;
7248
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7249
Py_DECREF(__pyx_2); __pyx_2 = 0;
7250
__pyx_v_i = __pyx_4;
7251
7252
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1212 */
7253
while (1) {
7254
__pyx_L2:;
7255
__pyx_5 = (__pyx_v_i > 0);
7256
if (!__pyx_5) break;
7257
7258
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1213 */
7259
__pyx_v_j = rk_interval(__pyx_v_i,((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state);
7260
7261
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1214 */
7262
__pyx_3 = PyInt_FromLong(__pyx_v_j); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1214; goto __pyx_L1;}
7263
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7264
Py_DECREF(__pyx_3); __pyx_3 = 0;
7265
__pyx_2 = PyInt_FromLong(__pyx_v_i); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1214; goto __pyx_L1;}
7266
__pyx_3 = PyObject_GetItem(__pyx_v_x, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1214; goto __pyx_L1;}
7267
Py_DECREF(__pyx_2); __pyx_2 = 0;
7268
__pyx_2 = PyInt_FromLong(__pyx_v_i); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1214; goto __pyx_L1;}
7269
if (PyObject_SetItem(__pyx_v_x, __pyx_2, __pyx_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1214; goto __pyx_L1;}
7270
Py_DECREF(__pyx_2); __pyx_2 = 0;
7271
Py_DECREF(__pyx_1); __pyx_1 = 0;
7272
__pyx_2 = PyInt_FromLong(__pyx_v_j); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1214; goto __pyx_L1;}
7273
if (PyObject_SetItem(__pyx_v_x, __pyx_2, __pyx_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1214; goto __pyx_L1;}
7274
Py_DECREF(__pyx_2); __pyx_2 = 0;
7275
Py_DECREF(__pyx_3); __pyx_3 = 0;
7276
7277
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1215 */
7278
__pyx_v_i = (__pyx_v_i - 1);
8691
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1659 */
8692
__pyx_1 = PyObject_Length(__pyx_v_x); if (__pyx_1 == -1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1659; goto __pyx_L1;}
8693
__pyx_v_i = (__pyx_1 - 1);
8694
8695
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1660 */
8696
/*try:*/ {
8697
__pyx_2 = __Pyx_GetItemInt(__pyx_v_x, 0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1661; goto __pyx_L2;}
8698
__pyx_1 = PyObject_Length(__pyx_2); if (__pyx_1 == -1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1661; goto __pyx_L2;}
8699
Py_DECREF(__pyx_2); __pyx_2 = 0;
8700
__pyx_v_j = __pyx_1;
8701
}
8702
goto __pyx_L3;
8703
__pyx_L2:;
8704
Py_XDECREF(__pyx_2); __pyx_2 = 0;
8705
8706
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1662 */
8707
/*except:*/ {
8708
__Pyx_AddTraceback("mtrand.shuffle");
8709
if (__Pyx_GetException(&__pyx_2, &__pyx_3, &__pyx_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1662; goto __pyx_L1;}
8710
__pyx_v_j = 0;
8711
Py_DECREF(__pyx_2); __pyx_2 = 0;
8712
Py_DECREF(__pyx_3); __pyx_3 = 0;
8713
Py_DECREF(__pyx_4); __pyx_4 = 0;
8714
goto __pyx_L3;
7279
8715
}
7280
8716
__pyx_L3:;
7281
8717
8718
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1665 */
8719
__pyx_5 = (__pyx_v_j == 0);
8720
if (__pyx_5) {
8721
while (1) {
8722
__pyx_5 = (__pyx_v_i > 0);
8723
if (!__pyx_5) break;
8724
8725
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1668 */
8726
__pyx_v_j = rk_interval(__pyx_v_i,((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state);
8727
8728
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1669 */
8729
__pyx_2 = __Pyx_GetItemInt(__pyx_v_x, __pyx_v_j); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1669; goto __pyx_L1;}
8730
__pyx_3 = __Pyx_GetItemInt(__pyx_v_x, __pyx_v_i); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1669; goto __pyx_L1;}
8731
if (__Pyx_SetItemInt(__pyx_v_x, __pyx_v_i, __pyx_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1669; goto __pyx_L1;}
8732
Py_DECREF(__pyx_2); __pyx_2 = 0;
8733
if (__Pyx_SetItemInt(__pyx_v_x, __pyx_v_j, __pyx_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1669; goto __pyx_L1;}
8734
Py_DECREF(__pyx_3); __pyx_3 = 0;
8735
8736
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1670 */
8737
__pyx_v_i = (__pyx_v_i - 1);
8738
}
8739
goto __pyx_L4;
8740
}
8741
/*else*/ {
8742
8743
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1673 */
8744
__pyx_4 = __Pyx_GetItemInt(__pyx_v_x, 0); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1673; goto __pyx_L1;}
8745
__pyx_5 = PyObject_HasAttr(__pyx_4,__pyx_n_copy); if (__pyx_5 == -1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1673; goto __pyx_L1;}
8746
Py_DECREF(__pyx_4); __pyx_4 = 0;
8747
__pyx_v_copy = __pyx_5;
8748
8749
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1674 */
8750
__pyx_5 = __pyx_v_copy;
8751
if (__pyx_5) {
8752
while (1) {
8753
__pyx_5 = (__pyx_v_i > 0);
8754
if (!__pyx_5) break;
8755
8756
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1676 */
8757
__pyx_v_j = rk_interval(__pyx_v_i,((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state);
8758
8759
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1677 */
8760
__pyx_2 = __Pyx_GetItemInt(__pyx_v_x, __pyx_v_j); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1677; goto __pyx_L1;}
8761
__pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_copy); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1677; goto __pyx_L1;}
8762
Py_DECREF(__pyx_2); __pyx_2 = 0;
8763
__pyx_4 = PyObject_CallObject(__pyx_3, 0); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1677; goto __pyx_L1;}
8764
Py_DECREF(__pyx_3); __pyx_3 = 0;
8765
__pyx_2 = __Pyx_GetItemInt(__pyx_v_x, __pyx_v_i); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1677; goto __pyx_L1;}
8766
__pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_copy); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1677; goto __pyx_L1;}
8767
Py_DECREF(__pyx_2); __pyx_2 = 0;
8768
__pyx_2 = PyObject_CallObject(__pyx_3, 0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1677; goto __pyx_L1;}
8769
Py_DECREF(__pyx_3); __pyx_3 = 0;
8770
if (__Pyx_SetItemInt(__pyx_v_x, __pyx_v_i, __pyx_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1677; goto __pyx_L1;}
8771
Py_DECREF(__pyx_4); __pyx_4 = 0;
8772
if (__Pyx_SetItemInt(__pyx_v_x, __pyx_v_j, __pyx_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1677; goto __pyx_L1;}
8773
Py_DECREF(__pyx_2); __pyx_2 = 0;
8774
8775
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1678 */
8776
__pyx_v_i = (__pyx_v_i - 1);
8777
}
8778
goto __pyx_L7;
8779
}
8780
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8781
while (1) {
8782
__pyx_5 = (__pyx_v_i > 0);
8783
if (!__pyx_5) break;
8784
8785
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1681 */
8786
__pyx_v_j = rk_interval(__pyx_v_i,((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state);
8787
8788
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1682 */
8789
__pyx_3 = __Pyx_GetItemInt(__pyx_v_x, __pyx_v_j); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1682; goto __pyx_L1;}
8790
__pyx_4 = PySequence_GetSlice(__pyx_3, 0, PY_SSIZE_T_MAX); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1682; goto __pyx_L1;}
8791
Py_DECREF(__pyx_3); __pyx_3 = 0;
8792
__pyx_2 = __Pyx_GetItemInt(__pyx_v_x, __pyx_v_i); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1682; goto __pyx_L1;}
8793
__pyx_3 = PySequence_GetSlice(__pyx_2, 0, PY_SSIZE_T_MAX); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1682; goto __pyx_L1;}
8794
Py_DECREF(__pyx_2); __pyx_2 = 0;
8795
if (__Pyx_SetItemInt(__pyx_v_x, __pyx_v_i, __pyx_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1682; goto __pyx_L1;}
8796
Py_DECREF(__pyx_4); __pyx_4 = 0;
8797
if (__Pyx_SetItemInt(__pyx_v_x, __pyx_v_j, __pyx_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1682; goto __pyx_L1;}
8798
Py_DECREF(__pyx_3); __pyx_3 = 0;
8799
8800
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1683 */
8801
__pyx_v_i = (__pyx_v_i - 1);
8802
}
8803
}
8804
__pyx_L7:;
8805
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8806
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8807
7282
8808
__pyx_r = Py_None; Py_INCREF(Py_None);
7283
8809
goto __pyx_L0;
7284
8810
__pyx_L1:;
7285
Py_XDECREF(__pyx_1);
7286
8811
Py_XDECREF(__pyx_2);
7287
8812
Py_XDECREF(__pyx_3);
8813
Py_XDECREF(__pyx_4);
7288
8814
__Pyx_AddTraceback("mtrand.RandomState.shuffle");
7289
8815
__pyx_r = 0;
7290
8816
__pyx_L0:;
7296
8822
static PyObject *__pyx_n_arange;
7297
8823
7298
8824
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7299
static char __pyx_doc_6mtrand_11RandomState_permutation[] = "Given an integer, return a shuffled sequence of integers >= 0 and \n < x; given a sequence, return a shuffled array copy.\n\n permutation(x)\n ";
8825
static char __pyx_doc_6mtrand_11RandomState_permutation[] = "Given an integer, return a shuffled sequence of integers >= 0 and\n < x; given a sequence, return a shuffled array copy.\n\n permutation(x)\n ";
7300
8826
static PyObject *__pyx_f_6mtrand_11RandomState_permutation(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
7301
8827
PyObject *__pyx_v_x = 0;
7302
8828
PyObject *__pyx_v_arr;
7303
8829
PyObject *__pyx_r;
7304
8830
PyObject *__pyx_1 = 0;
7305
8831
PyObject *__pyx_2 = 0;
7306
PyObject *__pyx_3 = 0;
7307
int __pyx_4;
8832
int __pyx_3;
8833
PyObject *__pyx_4 = 0;
7308
8834
static char *__pyx_argnames[] = {"x",0};
7309
8835
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7310
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8837
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8838
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8900
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9110
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9112
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{"multinomial", (PyCFunction)__pyx_f_6mtrand_11RandomState_multinomial, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6mtrand_11RandomState_multinomial},
9170
{"dirichlet", (PyCFunction)__pyx_f_6mtrand_11RandomState_dirichlet, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6mtrand_11RandomState_dirichlet},
7616
9171
{"shuffle", (PyCFunction)__pyx_f_6mtrand_11RandomState_shuffle, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6mtrand_11RandomState_shuffle},
7617
9172
{"permutation", (PyCFunction)__pyx_f_6mtrand_11RandomState_permutation, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6mtrand_11RandomState_permutation},
7618
9173
{0, 0, 0, 0}
7657
9212
0, /*nb_true_divide*/
7658
9213
0, /*nb_inplace_floor_divide*/
7659
9214
0, /*nb_inplace_true_divide*/
9215
#if Py_TPFLAGS_DEFAULT & Py_TPFLAGS_HAVE_INDEX
9216
0, /*nb_index*/
9217
#endif
7660
9218
};
7661
9219
7662
9220
static PySequenceMethods __pyx_tp_as_sequence_RandomState = {
7706
9264
0, /*tp_getattro*/
7707
9265
0, /*tp_setattro*/
7708
9266
&__pyx_tp_as_buffer_RandomState, /*tp_as_buffer*/
7709
Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
9267
Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_BASETYPE, /*tp_flags*/
7710
9268
"Container for the Mersenne Twister PRNG.\n\n Constructor\n -----------\n RandomState(seed=None): initializes the PRNG with the given seed. See the\n seed() method for details.\n\n Distribution Methods\n -----------------\n RandomState exposes a number of methods for generating random numbers drawn\n from a variety of probability distributions. In addition to the\n distribution-specific arguments, each method takes a keyword argument\n size=None. If size is None, then a single value is generated and returned.\n If size is an integer, then a 1-D numpy array filled with generated values\n is returned. If size is a tuple, then a numpy array with that shape is\n filled and returned.\n ", /*tp_doc*/
7711
__pyx_tp_traverse_6mtrand_RandomState, /*tp_traverse*/
7712
__pyx_tp_clear_6mtrand_RandomState, /*tp_clear*/
9269
0, /*tp_traverse*/
9270
0, /*tp_clear*/
7713
9271
0, /*tp_richcompare*/
7714
9272
0, /*tp_weaklistoffset*/
7715
9273
0, /*tp_iter*/
7763
9321
__pyx_init_filenames();
7764
9322
__pyx_m = Py_InitModule4("mtrand", __pyx_methods, 0, 0, PYTHON_API_VERSION);
7765
9323
if (!__pyx_m) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; goto __pyx_L1;};
9324
Py_INCREF(__pyx_m);
7766
9325
__pyx_b = PyImport_AddModule("__builtin__");
7767
9326
if (!__pyx_b) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; goto __pyx_L1;};
7768
9327
if (PyObject_SetAttrString(__pyx_m, "__builtins__", __pyx_b) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; goto __pyx_L1;};
7772
9331
__pyx_ptype_6mtrand_ndarray = __Pyx_ImportType("numpy", "ndarray", sizeof(PyArrayObject)); if (!__pyx_ptype_6mtrand_ndarray) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 79; goto __pyx_L1;}
7773
9332
__pyx_ptype_6mtrand_flatiter = __Pyx_ImportType("numpy", "flatiter", sizeof(PyArrayIterObject)); if (!__pyx_ptype_6mtrand_flatiter) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 88; goto __pyx_L1;}
7774
9333
__pyx_ptype_6mtrand_broadcast = __Pyx_ImportType("numpy", "broadcast", sizeof(PyArrayMultiIterObject)); if (!__pyx_ptype_6mtrand_broadcast) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 94; goto __pyx_L1;}
7775
if (PyType_Ready(&__pyx_type_6mtrand_RandomState) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 455; goto __pyx_L1;}
7776
if (PyObject_SetAttrString(__pyx_m, "RandomState", (PyObject *)&__pyx_type_6mtrand_RandomState) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 455; goto __pyx_L1;}
9334
if (PyType_Ready(&__pyx_type_6mtrand_RandomState) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 469; goto __pyx_L1;}
9335
if (PyObject_SetAttrString(__pyx_m, "RandomState", (PyObject *)&__pyx_type_6mtrand_RandomState) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 469; goto __pyx_L1;}
7777
9336
__pyx_ptype_6mtrand_RandomState = &__pyx_type_6mtrand_RandomState;
7778
9337
7779
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":118 */
9338
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":120 */
7780
9339
import_array();
7781
9340
7782
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":120 */
7783
__pyx_1 = __Pyx_Import(__pyx_n_numpy, 0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; goto __pyx_L1;}
7784
if (PyObject_SetAttr(__pyx_m, __pyx_n__sp, __pyx_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; goto __pyx_L1;}
9341
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":122 */
9342
__pyx_1 = __Pyx_Import(__pyx_n_numpy, 0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; goto __pyx_L1;}
9343
if (PyObject_SetAttr(__pyx_m, __pyx_n__sp, __pyx_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; goto __pyx_L1;}
7785
9344
Py_DECREF(__pyx_1); __pyx_1 = 0;
7786
9345
7787
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":475 */
9346
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":489 */
7788
9347
Py_INCREF(Py_None);
7789
9348
__pyx_k2 = Py_None;
7790
9349
7791
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":485 */
9350
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":499 */
7792
9351
Py_INCREF(Py_None);
7793
9352
__pyx_k3 = Py_None;
7794
9353
7795
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":546 */
9354
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":581 */
7796
9355
Py_INCREF(Py_None);
7797
9356
__pyx_k4 = Py_None;
7798
9357
7799
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":553 */
9358
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":588 */
7800
9359
Py_INCREF(Py_None);
7801
9360
__pyx_k5 = Py_None;
7802
9361
7803
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":560 */
9362
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":595 */
7804
9363
Py_INCREF(Py_None);
7805
9364
__pyx_k6 = Py_None;
7806
9365
Py_INCREF(Py_None);
7807
9366
__pyx_k7 = Py_None;
7808
9367
7809
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":606 */
7810
__pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 606; goto __pyx_L1;}
9368
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":640 */
9369
__pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 640; goto __pyx_L1;}
7811
9370
__pyx_k8 = __pyx_1;
7812
9371
__pyx_1 = 0;
7813
__pyx_2 = PyFloat_FromDouble(1.0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 606; goto __pyx_L1;}
9372
__pyx_2 = PyFloat_FromDouble(1.0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 640; goto __pyx_L1;}
7814
9373
__pyx_k9 = __pyx_2;
7815
9374
__pyx_2 = 0;
7816
9375
Py_INCREF(Py_None);
7817
9376
__pyx_k10 = Py_None;
7818
9377
7819
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":654 */
9378
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":693 */
7820
9379
Py_INCREF(Py_None);
7821
9380
__pyx_k11 = Py_None;
7822
9381
Py_INCREF(Py_None);
7823
9382
__pyx_k12 = Py_None;
7824
9383
7825
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":667 */
9384
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":706 */
7826
9385
Py_INCREF(Py_None);
7827
9386
__pyx_k13 = Py_None;
7828
9387
7829
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":674 */
7830
__pyx_3 = PyFloat_FromDouble(0.0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 674; goto __pyx_L1;}
9388
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":713 */
9389
__pyx_3 = PyFloat_FromDouble(0.0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 713; goto __pyx_L1;}
7831
9390
__pyx_k14 = __pyx_3;
7832
9391
__pyx_3 = 0;
7833
__pyx_4 = PyFloat_FromDouble(1.0); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 674; goto __pyx_L1;}
9392
__pyx_4 = PyFloat_FromDouble(1.0); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 713; goto __pyx_L1;}
7834
9393
__pyx_k15 = __pyx_4;
7835
9394
__pyx_4 = 0;
7836
9395
Py_INCREF(Py_None);
7837
9396
__pyx_k16 = Py_None;
7838
9397
7839
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":687 */
9398
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":736 */
7840
9399
Py_INCREF(Py_None);
7841
9400
__pyx_k17 = Py_None;
7842
9401
7843
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":703 */
7844
__pyx_5 = PyFloat_FromDouble(1.0); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 703; goto __pyx_L1;}
9402
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":763 */
9403
__pyx_5 = PyFloat_FromDouble(1.0); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 763; goto __pyx_L1;}
7845
9404
__pyx_k18 = __pyx_5;
7846
9405
__pyx_5 = 0;
7847
9406
Py_INCREF(Py_None);
7848
9407
__pyx_k19 = Py_None;
7849
9408
7850
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":714 */
9409
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":784 */
7851
9410
Py_INCREF(Py_None);
7852
9411
__pyx_k20 = Py_None;
7853
9412
7854
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":721 */
9413
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":791 */
7855
9414
Py_INCREF(Py_None);
7856
9415
__pyx_k21 = Py_None;
7857
9416
7858
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":732 */
7859
__pyx_6 = PyFloat_FromDouble(1.0); if (!__pyx_6) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 732; goto __pyx_L1;}
9417
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":811 */
9418
__pyx_6 = PyFloat_FromDouble(1.0); if (!__pyx_6) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 811; goto __pyx_L1;}
7860
9419
__pyx_k22 = __pyx_6;
7861
9420
__pyx_6 = 0;
7862
9421
Py_INCREF(Py_None);
7863
9422
__pyx_k23 = Py_None;
7864
9423
7865
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":747 */
9424
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":837 */
7866
9425
Py_INCREF(Py_None);
7867
9426
__pyx_k24 = Py_None;
7868
9427
7869
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":762 */
9428
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":864 */
7870
9429
Py_INCREF(Py_None);
7871
9430
__pyx_k25 = Py_None;
7872
9431
7873
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":783 */
9432
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":900 */
7874
9433
Py_INCREF(Py_None);
7875
9434
__pyx_k26 = Py_None;
7876
9435
7877
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":794 */
9436
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":921 */
7878
9437
Py_INCREF(Py_None);
7879
9438
__pyx_k27 = Py_None;
7880
9439
7881
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":810 */
9440
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":949 */
7882
9441
Py_INCREF(Py_None);
7883
9442
__pyx_k28 = Py_None;
7884
9443
7885
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":817 */
9444
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":956 */
7886
9445
Py_INCREF(Py_None);
7887
9446
__pyx_k29 = Py_None;
7888
9447
7889
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":828 */
9448
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":977 */
7890
9449
Py_INCREF(Py_None);
7891
9450
__pyx_k30 = Py_None;
7892
9451
7893
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":842 */
9452
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1001 */
7894
9453
Py_INCREF(Py_None);
7895
9454
__pyx_k31 = Py_None;
7896
9455
7897
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":853 */
9456
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1022 */
7898
9457
Py_INCREF(Py_None);
7899
9458
__pyx_k32 = Py_None;
7900
9459
7901
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":864 */
9460
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1043 */
7902
9461
Py_INCREF(Py_None);
7903
9462
__pyx_k33 = Py_None;
7904
9463
7905
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":875 */
7906
__pyx_7 = PyFloat_FromDouble(0.0); if (!__pyx_7) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 875; goto __pyx_L1;}
9464
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1064 */
9465
__pyx_7 = PyFloat_FromDouble(0.0); if (!__pyx_7) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1064; goto __pyx_L1;}
7907
9466
__pyx_k34 = __pyx_7;
7908
9467
__pyx_7 = 0;
7909
__pyx_8 = PyFloat_FromDouble(1.0); if (!__pyx_8) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 875; goto __pyx_L1;}
9468
__pyx_8 = PyFloat_FromDouble(1.0); if (!__pyx_8) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1064; goto __pyx_L1;}
7910
9469
__pyx_k35 = __pyx_8;
7911
9470
__pyx_8 = 0;
7912
9471
Py_INCREF(Py_None);
7913
9472
__pyx_k36 = Py_None;
7914
9473
7915
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":888 */
7916
__pyx_9 = PyFloat_FromDouble(0.0); if (!__pyx_9) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 888; goto __pyx_L1;}
9474
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1086 */
9475
__pyx_9 = PyFloat_FromDouble(0.0); if (!__pyx_9) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1086; goto __pyx_L1;}
7917
9476
__pyx_k37 = __pyx_9;
7918
9477
__pyx_9 = 0;
7919
__pyx_10 = PyFloat_FromDouble(1.0); if (!__pyx_10) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 888; goto __pyx_L1;}
9478
__pyx_10 = PyFloat_FromDouble(1.0); if (!__pyx_10) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1086; goto __pyx_L1;}
7920
9479
__pyx_k38 = __pyx_10;
7921
9480
__pyx_10 = 0;
7922
9481
Py_INCREF(Py_None);
7923
9482
__pyx_k39 = Py_None;
7924
9483
7925
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":901 */
7926
__pyx_11 = PyFloat_FromDouble(0.0); if (!__pyx_11) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 901; goto __pyx_L1;}
9484
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1108 */
9485
__pyx_11 = PyFloat_FromDouble(0.0); if (!__pyx_11) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1108; goto __pyx_L1;}
7927
9486
__pyx_k40 = __pyx_11;
7928
9487
__pyx_11 = 0;
7929
__pyx_12 = PyFloat_FromDouble(1.0); if (!__pyx_12) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 901; goto __pyx_L1;}
9488
__pyx_12 = PyFloat_FromDouble(1.0); if (!__pyx_12) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1108; goto __pyx_L1;}
7930
9489
__pyx_k41 = __pyx_12;
7931
9490
__pyx_12 = 0;
7932
9491
Py_INCREF(Py_None);
7933
9492
__pyx_k42 = Py_None;
7934
9493
7935
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":914 */
7936
__pyx_13 = PyFloat_FromDouble(0.0); if (!__pyx_13) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 914; goto __pyx_L1;}
9494
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1130 */
9495
__pyx_13 = PyFloat_FromDouble(0.0); if (!__pyx_13) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1130; goto __pyx_L1;}
7937
9496
__pyx_k43 = __pyx_13;
7938
9497
__pyx_13 = 0;
7939
__pyx_14 = PyFloat_FromDouble(1.0); if (!__pyx_14) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 914; goto __pyx_L1;}
9498
__pyx_14 = PyFloat_FromDouble(1.0); if (!__pyx_14) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1130; goto __pyx_L1;}
7940
9499
__pyx_k44 = __pyx_14;
7941
9500
__pyx_14 = 0;
7942
9501
Py_INCREF(Py_None);
7943
9502
__pyx_k45 = Py_None;
7944
9503
7945
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":932 */
7946
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9506
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7948
9507
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9508
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9509
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9510
7952
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9511
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9512
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7954
9513
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9514
7956
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9516
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9517
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9518
7960
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9519
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7961
9520
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7962
9521
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9522
7964
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":998 */
9523
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7965
9524
Py_INCREF(Py_None);
7966
9525
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9526
7968
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1016 */
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9527
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9528
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7970
9529
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7971
9530
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7972
9531
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7973
9532
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9533
7975
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7976
9535
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7977
9536
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9537
7979
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1038 */
9538
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1354 */
7980
9539
Py_INCREF(Py_None);
7981
9540
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7982
9541
7983
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1052 */
9542
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7984
9543
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7985
9544
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9545
7987
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1080 */
9546
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9547
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7989
9548
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7991
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9550
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7992
9551
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7993
9552
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9553
7995
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9554
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7996
9555
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7997
9556
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7998
9557
7999
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1230 */
8000
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8001
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8002
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8004
Py_DECREF(__pyx_18); __pyx_18 = 0;
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8006
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1231 */
8007
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8008
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8011
Py_DECREF(__pyx_18); __pyx_18 = 0;
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8013
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1232 */
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8018
Py_DECREF(__pyx_18); __pyx_18 = 0;
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8020
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1233 */
8021
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8022
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8023
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if (PyObject_SetAttr(__pyx_m, __pyx_n_set_state, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1233; goto __pyx_L1;}
8025
Py_DECREF(__pyx_18); __pyx_18 = 0;
8026
8027
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1234 */
8028
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8029
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8030
Py_DECREF(__pyx_17); __pyx_17 = 0;
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if (PyObject_SetAttr(__pyx_m, __pyx_n_random_sample, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1234; goto __pyx_L1;}
8032
Py_DECREF(__pyx_18); __pyx_18 = 0;
8033
8034
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1235 */
8035
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8036
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8037
Py_DECREF(__pyx_17); __pyx_17 = 0;
8038
if (PyObject_SetAttr(__pyx_m, __pyx_n_randint, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1235; goto __pyx_L1;}
8039
Py_DECREF(__pyx_18); __pyx_18 = 0;
8040
8041
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1236 */
8042
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8043
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8044
Py_DECREF(__pyx_17); __pyx_17 = 0;
8045
if (PyObject_SetAttr(__pyx_m, __pyx_n_bytes, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1236; goto __pyx_L1;}
8046
Py_DECREF(__pyx_18); __pyx_18 = 0;
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8048
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1237 */
8049
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8050
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Py_DECREF(__pyx_17); __pyx_17 = 0;
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if (PyObject_SetAttr(__pyx_m, __pyx_n_uniform, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1237; goto __pyx_L1;}
8053
Py_DECREF(__pyx_18); __pyx_18 = 0;
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8055
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1238 */
8056
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8057
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8058
Py_DECREF(__pyx_17); __pyx_17 = 0;
8059
if (PyObject_SetAttr(__pyx_m, __pyx_n_rand, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1238; goto __pyx_L1;}
8060
Py_DECREF(__pyx_18); __pyx_18 = 0;
8061
8062
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1239 */
8063
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8064
__pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_randn); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1239; goto __pyx_L1;}
8065
Py_DECREF(__pyx_17); __pyx_17 = 0;
8066
if (PyObject_SetAttr(__pyx_m, __pyx_n_randn, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1239; goto __pyx_L1;}
8067
Py_DECREF(__pyx_18); __pyx_18 = 0;
8068
8069
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1240 */
8070
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8071
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8072
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8073
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8074
Py_DECREF(__pyx_18); __pyx_18 = 0;
8075
8076
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1241 */
8077
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8078
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8079
Py_DECREF(__pyx_17); __pyx_17 = 0;
8080
if (PyObject_SetAttr(__pyx_m, __pyx_n_standard_normal, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1241; goto __pyx_L1;}
8081
Py_DECREF(__pyx_18); __pyx_18 = 0;
8082
8083
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1242 */
8084
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8085
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8086
Py_DECREF(__pyx_17); __pyx_17 = 0;
8087
if (PyObject_SetAttr(__pyx_m, __pyx_n_normal, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1242; goto __pyx_L1;}
8088
Py_DECREF(__pyx_18); __pyx_18 = 0;
8089
8090
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1243 */
8091
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8092
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8093
Py_DECREF(__pyx_17); __pyx_17 = 0;
8094
if (PyObject_SetAttr(__pyx_m, __pyx_n_beta, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1243; goto __pyx_L1;}
8095
Py_DECREF(__pyx_18); __pyx_18 = 0;
8096
8097
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1244 */
8098
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8099
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8100
Py_DECREF(__pyx_17); __pyx_17 = 0;
8101
if (PyObject_SetAttr(__pyx_m, __pyx_n_exponential, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1244; goto __pyx_L1;}
8102
Py_DECREF(__pyx_18); __pyx_18 = 0;
8103
8104
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1245 */
8105
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8106
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8107
Py_DECREF(__pyx_17); __pyx_17 = 0;
8108
if (PyObject_SetAttr(__pyx_m, __pyx_n_standard_exponential, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1245; goto __pyx_L1;}
8109
Py_DECREF(__pyx_18); __pyx_18 = 0;
8110
8111
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1246 */
8112
__pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1246; goto __pyx_L1;}
8113
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8114
Py_DECREF(__pyx_17); __pyx_17 = 0;
8115
if (PyObject_SetAttr(__pyx_m, __pyx_n_standard_gamma, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1246; goto __pyx_L1;}
8116
Py_DECREF(__pyx_18); __pyx_18 = 0;
8117
8118
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1247 */
8119
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8120
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8121
Py_DECREF(__pyx_17); __pyx_17 = 0;
8122
if (PyObject_SetAttr(__pyx_m, __pyx_n_gamma, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1247; goto __pyx_L1;}
8123
Py_DECREF(__pyx_18); __pyx_18 = 0;
8124
8125
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1248 */
8126
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8127
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8128
Py_DECREF(__pyx_17); __pyx_17 = 0;
8129
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8130
Py_DECREF(__pyx_18); __pyx_18 = 0;
8131
8132
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1249 */
8133
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8134
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8135
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8136
if (PyObject_SetAttr(__pyx_m, __pyx_n_noncentral_f, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1249; goto __pyx_L1;}
8137
Py_DECREF(__pyx_18); __pyx_18 = 0;
8138
8139
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1250 */
8140
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8141
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8142
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8146
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1251 */
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/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1252 */
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8160
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1253 */
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8167
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1254 */
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8174
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1255 */
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8181
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1256 */
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8188
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1257 */
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8195
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1258 */
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8207
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/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1260 */
8210
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8211
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8214
Py_DECREF(__pyx_18); __pyx_18 = 0;
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8216
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1261 */
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8218
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if (PyObject_SetAttr(__pyx_m, __pyx_n_lognormal, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1261; goto __pyx_L1;}
8221
Py_DECREF(__pyx_18); __pyx_18 = 0;
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8223
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1262 */
8224
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8225
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8228
Py_DECREF(__pyx_18); __pyx_18 = 0;
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8230
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1263 */
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8232
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8235
Py_DECREF(__pyx_18); __pyx_18 = 0;
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8237
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1264 */
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8239
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8242
Py_DECREF(__pyx_18); __pyx_18 = 0;
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8244
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1266 */
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if (PyObject_SetAttr(__pyx_m, __pyx_n_binomial, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1266; goto __pyx_L1;}
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Py_DECREF(__pyx_18); __pyx_18 = 0;
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8251
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1267 */
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if (PyObject_SetAttr(__pyx_m, __pyx_n_negative_binomial, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1267; goto __pyx_L1;}
8256
Py_DECREF(__pyx_18); __pyx_18 = 0;
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8258
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1268 */
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8260
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8263
Py_DECREF(__pyx_18); __pyx_18 = 0;
8264
8265
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1269 */
8266
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8267
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if (PyObject_SetAttr(__pyx_m, __pyx_n_zipf, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1269; goto __pyx_L1;}
8270
Py_DECREF(__pyx_18); __pyx_18 = 0;
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8272
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1270 */
8273
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8274
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Py_DECREF(__pyx_17); __pyx_17 = 0;
8276
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8277
Py_DECREF(__pyx_18); __pyx_18 = 0;
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8279
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1271 */
8280
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8281
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8284
Py_DECREF(__pyx_18); __pyx_18 = 0;
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8286
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1272 */
8287
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8288
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8291
Py_DECREF(__pyx_18); __pyx_18 = 0;
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8293
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1274 */
8294
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if (PyObject_SetAttr(__pyx_m, __pyx_n_multivariate_normal, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1274; goto __pyx_L1;}
8298
Py_DECREF(__pyx_18); __pyx_18 = 0;
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8300
/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1275 */
8301
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8305
Py_DECREF(__pyx_18); __pyx_18 = 0;
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/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1277 */
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/* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1278 */
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/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1700 */
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9579
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9581
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1701 */
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9586
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9588
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1702 */
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9591
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if (PyObject_SetAttr(__pyx_m, __pyx_n_random_sample, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1702; goto __pyx_L1;}
9593
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9595
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1703 */
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9597
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9600
Py_DECREF(__pyx_18); __pyx_18 = 0;
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9602
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1704 */
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9607
Py_DECREF(__pyx_18); __pyx_18 = 0;
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9609
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1705 */
9610
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9611
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9612
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9614
Py_DECREF(__pyx_18); __pyx_18 = 0;
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9616
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1706 */
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9618
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9619
Py_DECREF(__pyx_17); __pyx_17 = 0;
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if (PyObject_SetAttr(__pyx_m, __pyx_n_rand, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1706; goto __pyx_L1;}
9621
Py_DECREF(__pyx_18); __pyx_18 = 0;
9622
9623
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1707 */
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9625
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9626
Py_DECREF(__pyx_17); __pyx_17 = 0;
9627
if (PyObject_SetAttr(__pyx_m, __pyx_n_randn, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1707; goto __pyx_L1;}
9628
Py_DECREF(__pyx_18); __pyx_18 = 0;
9629
9630
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1708 */
9631
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9632
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9633
Py_DECREF(__pyx_17); __pyx_17 = 0;
9634
if (PyObject_SetAttr(__pyx_m, __pyx_n_random_integers, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1708; goto __pyx_L1;}
9635
Py_DECREF(__pyx_18); __pyx_18 = 0;
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9637
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1709 */
9638
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9639
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9640
Py_DECREF(__pyx_17); __pyx_17 = 0;
9641
if (PyObject_SetAttr(__pyx_m, __pyx_n_standard_normal, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1709; goto __pyx_L1;}
9642
Py_DECREF(__pyx_18); __pyx_18 = 0;
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9644
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1710 */
9645
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9646
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9647
Py_DECREF(__pyx_17); __pyx_17 = 0;
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if (PyObject_SetAttr(__pyx_m, __pyx_n_normal, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1710; goto __pyx_L1;}
9649
Py_DECREF(__pyx_18); __pyx_18 = 0;
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9651
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1711 */
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9654
Py_DECREF(__pyx_17); __pyx_17 = 0;
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if (PyObject_SetAttr(__pyx_m, __pyx_n_beta, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1711; goto __pyx_L1;}
9656
Py_DECREF(__pyx_18); __pyx_18 = 0;
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9658
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1712 */
9659
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9660
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Py_DECREF(__pyx_17); __pyx_17 = 0;
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if (PyObject_SetAttr(__pyx_m, __pyx_n_exponential, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1712; goto __pyx_L1;}
9663
Py_DECREF(__pyx_18); __pyx_18 = 0;
9664
9665
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1713 */
9666
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9667
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9668
Py_DECREF(__pyx_17); __pyx_17 = 0;
9669
if (PyObject_SetAttr(__pyx_m, __pyx_n_standard_exponential, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1713; goto __pyx_L1;}
9670
Py_DECREF(__pyx_18); __pyx_18 = 0;
9671
9672
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1714 */
9673
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9674
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9675
Py_DECREF(__pyx_17); __pyx_17 = 0;
9676
if (PyObject_SetAttr(__pyx_m, __pyx_n_standard_gamma, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1714; goto __pyx_L1;}
9677
Py_DECREF(__pyx_18); __pyx_18 = 0;
9678
9679
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1715 */
9680
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9681
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9682
Py_DECREF(__pyx_17); __pyx_17 = 0;
9683
if (PyObject_SetAttr(__pyx_m, __pyx_n_gamma, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1715; goto __pyx_L1;}
9684
Py_DECREF(__pyx_18); __pyx_18 = 0;
9685
9686
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1716 */
9687
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9688
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9689
Py_DECREF(__pyx_17); __pyx_17 = 0;
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if (PyObject_SetAttr(__pyx_m, __pyx_n_f, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1716; goto __pyx_L1;}
9691
Py_DECREF(__pyx_18); __pyx_18 = 0;
9692
9693
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1717 */
9694
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9695
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9696
Py_DECREF(__pyx_17); __pyx_17 = 0;
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if (PyObject_SetAttr(__pyx_m, __pyx_n_noncentral_f, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1717; goto __pyx_L1;}
9698
Py_DECREF(__pyx_18); __pyx_18 = 0;
9699
9700
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1718 */
9701
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9702
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9703
Py_DECREF(__pyx_17); __pyx_17 = 0;
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if (PyObject_SetAttr(__pyx_m, __pyx_n_chisquare, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1718; goto __pyx_L1;}
9705
Py_DECREF(__pyx_18); __pyx_18 = 0;
9706
9707
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1719 */
9708
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9709
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9710
Py_DECREF(__pyx_17); __pyx_17 = 0;
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if (PyObject_SetAttr(__pyx_m, __pyx_n_noncentral_chisquare, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1719; goto __pyx_L1;}
9712
Py_DECREF(__pyx_18); __pyx_18 = 0;
9713
9714
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1720 */
9715
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9716
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9717
Py_DECREF(__pyx_17); __pyx_17 = 0;
9718
if (PyObject_SetAttr(__pyx_m, __pyx_n_standard_cauchy, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1720; goto __pyx_L1;}
9719
Py_DECREF(__pyx_18); __pyx_18 = 0;
9720
9721
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1721 */
9722
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9723
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Py_DECREF(__pyx_17); __pyx_17 = 0;
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if (PyObject_SetAttr(__pyx_m, __pyx_n_standard_t, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1721; goto __pyx_L1;}
9726
Py_DECREF(__pyx_18); __pyx_18 = 0;
9727
9728
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1722 */
9729
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9730
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Py_DECREF(__pyx_17); __pyx_17 = 0;
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if (PyObject_SetAttr(__pyx_m, __pyx_n_vonmises, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1722; goto __pyx_L1;}
9733
Py_DECREF(__pyx_18); __pyx_18 = 0;
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9735
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1723 */
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Py_DECREF(__pyx_17); __pyx_17 = 0;
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if (PyObject_SetAttr(__pyx_m, __pyx_n_pareto, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1723; goto __pyx_L1;}
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Py_DECREF(__pyx_18); __pyx_18 = 0;
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9742
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1724 */
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Py_DECREF(__pyx_17); __pyx_17 = 0;
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if (PyObject_SetAttr(__pyx_m, __pyx_n_weibull, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1724; goto __pyx_L1;}
9747
Py_DECREF(__pyx_18); __pyx_18 = 0;
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9749
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1725 */
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9752
Py_DECREF(__pyx_17); __pyx_17 = 0;
9753
if (PyObject_SetAttr(__pyx_m, __pyx_n_power, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1725; goto __pyx_L1;}
9754
Py_DECREF(__pyx_18); __pyx_18 = 0;
9755
9756
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1726 */
9757
__pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1726; goto __pyx_L1;}
9758
__pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_laplace); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1726; goto __pyx_L1;}
9759
Py_DECREF(__pyx_17); __pyx_17 = 0;
9760
if (PyObject_SetAttr(__pyx_m, __pyx_n_laplace, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1726; goto __pyx_L1;}
9761
Py_DECREF(__pyx_18); __pyx_18 = 0;
9762
9763
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1727 */
9764
__pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1727; goto __pyx_L1;}
9765
__pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_gumbel); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1727; goto __pyx_L1;}
9766
Py_DECREF(__pyx_17); __pyx_17 = 0;
9767
if (PyObject_SetAttr(__pyx_m, __pyx_n_gumbel, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1727; goto __pyx_L1;}
9768
Py_DECREF(__pyx_18); __pyx_18 = 0;
9769
9770
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1728 */
9771
__pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1728; goto __pyx_L1;}
9772
__pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_logistic); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1728; goto __pyx_L1;}
9773
Py_DECREF(__pyx_17); __pyx_17 = 0;
9774
if (PyObject_SetAttr(__pyx_m, __pyx_n_logistic, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1728; goto __pyx_L1;}
9775
Py_DECREF(__pyx_18); __pyx_18 = 0;
9776
9777
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1729 */
9778
__pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1729; goto __pyx_L1;}
9779
__pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_lognormal); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1729; goto __pyx_L1;}
9780
Py_DECREF(__pyx_17); __pyx_17 = 0;
9781
if (PyObject_SetAttr(__pyx_m, __pyx_n_lognormal, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1729; goto __pyx_L1;}
9782
Py_DECREF(__pyx_18); __pyx_18 = 0;
9783
9784
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1730 */
9785
__pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1730; goto __pyx_L1;}
9786
__pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_rayleigh); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1730; goto __pyx_L1;}
9787
Py_DECREF(__pyx_17); __pyx_17 = 0;
9788
if (PyObject_SetAttr(__pyx_m, __pyx_n_rayleigh, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1730; goto __pyx_L1;}
9789
Py_DECREF(__pyx_18); __pyx_18 = 0;
9790
9791
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1731 */
9792
__pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1731; goto __pyx_L1;}
9793
__pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_wald); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1731; goto __pyx_L1;}
9794
Py_DECREF(__pyx_17); __pyx_17 = 0;
9795
if (PyObject_SetAttr(__pyx_m, __pyx_n_wald, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1731; goto __pyx_L1;}
9796
Py_DECREF(__pyx_18); __pyx_18 = 0;
9797
9798
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1732 */
9799
__pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1732; goto __pyx_L1;}
9800
__pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_triangular); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1732; goto __pyx_L1;}
9801
Py_DECREF(__pyx_17); __pyx_17 = 0;
9802
if (PyObject_SetAttr(__pyx_m, __pyx_n_triangular, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1732; goto __pyx_L1;}
9803
Py_DECREF(__pyx_18); __pyx_18 = 0;
9804
9805
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1734 */
9806
__pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1734; goto __pyx_L1;}
9807
__pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_binomial); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1734; goto __pyx_L1;}
9808
Py_DECREF(__pyx_17); __pyx_17 = 0;
9809
if (PyObject_SetAttr(__pyx_m, __pyx_n_binomial, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1734; goto __pyx_L1;}
9810
Py_DECREF(__pyx_18); __pyx_18 = 0;
9811
9812
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1735 */
9813
__pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1735; goto __pyx_L1;}
9814
__pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_negative_binomial); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1735; goto __pyx_L1;}
9815
Py_DECREF(__pyx_17); __pyx_17 = 0;
9816
if (PyObject_SetAttr(__pyx_m, __pyx_n_negative_binomial, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1735; goto __pyx_L1;}
9817
Py_DECREF(__pyx_18); __pyx_18 = 0;
9818
9819
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1736 */
9820
__pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1736; goto __pyx_L1;}
9821
__pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_poisson); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1736; goto __pyx_L1;}
9822
Py_DECREF(__pyx_17); __pyx_17 = 0;
9823
if (PyObject_SetAttr(__pyx_m, __pyx_n_poisson, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1736; goto __pyx_L1;}
9824
Py_DECREF(__pyx_18); __pyx_18 = 0;
9825
9826
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1737 */
9827
__pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1737; goto __pyx_L1;}
9828
__pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_zipf); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1737; goto __pyx_L1;}
9829
Py_DECREF(__pyx_17); __pyx_17 = 0;
9830
if (PyObject_SetAttr(__pyx_m, __pyx_n_zipf, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1737; goto __pyx_L1;}
9831
Py_DECREF(__pyx_18); __pyx_18 = 0;
9832
9833
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1738 */
9834
__pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1738; goto __pyx_L1;}
9835
__pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_geometric); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1738; goto __pyx_L1;}
9836
Py_DECREF(__pyx_17); __pyx_17 = 0;
9837
if (PyObject_SetAttr(__pyx_m, __pyx_n_geometric, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1738; goto __pyx_L1;}
9838
Py_DECREF(__pyx_18); __pyx_18 = 0;
9839
9840
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1739 */
9841
__pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1739; goto __pyx_L1;}
9842
__pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_hypergeometric); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1739; goto __pyx_L1;}
9843
Py_DECREF(__pyx_17); __pyx_17 = 0;
9844
if (PyObject_SetAttr(__pyx_m, __pyx_n_hypergeometric, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1739; goto __pyx_L1;}
9845
Py_DECREF(__pyx_18); __pyx_18 = 0;
9846
9847
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1740 */
9848
__pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1740; goto __pyx_L1;}
9849
__pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_logseries); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1740; goto __pyx_L1;}
9850
Py_DECREF(__pyx_17); __pyx_17 = 0;
9851
if (PyObject_SetAttr(__pyx_m, __pyx_n_logseries, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1740; goto __pyx_L1;}
9852
Py_DECREF(__pyx_18); __pyx_18 = 0;
9853
9854
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1742 */
9855
__pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1742; goto __pyx_L1;}
9856
__pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_multivariate_normal); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1742; goto __pyx_L1;}
9857
Py_DECREF(__pyx_17); __pyx_17 = 0;
9858
if (PyObject_SetAttr(__pyx_m, __pyx_n_multivariate_normal, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1742; goto __pyx_L1;}
9859
Py_DECREF(__pyx_18); __pyx_18 = 0;
9860
9861
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1743 */
9862
__pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1743; goto __pyx_L1;}
9863
__pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_multinomial); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1743; goto __pyx_L1;}
9864
Py_DECREF(__pyx_17); __pyx_17 = 0;
9865
if (PyObject_SetAttr(__pyx_m, __pyx_n_multinomial, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1743; goto __pyx_L1;}
9866
Py_DECREF(__pyx_18); __pyx_18 = 0;
9867
9868
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1744 */
9869
__pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1744; goto __pyx_L1;}
9870
__pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_dirichlet); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1744; goto __pyx_L1;}
9871
Py_DECREF(__pyx_17); __pyx_17 = 0;
9872
if (PyObject_SetAttr(__pyx_m, __pyx_n_dirichlet, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1744; goto __pyx_L1;}
9873
Py_DECREF(__pyx_18); __pyx_18 = 0;
9874
9875
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1746 */
9876
__pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1746; goto __pyx_L1;}
9877
__pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_shuffle); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1746; goto __pyx_L1;}
9878
Py_DECREF(__pyx_17); __pyx_17 = 0;
9879
if (PyObject_SetAttr(__pyx_m, __pyx_n_shuffle, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1746; goto __pyx_L1;}
9880
Py_DECREF(__pyx_18); __pyx_18 = 0;
9881
9882
/* "/Users/stefan/src/numpy/numpy/random/mtrand/mtrand.pyx":1747 */
9883
__pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1747; goto __pyx_L1;}
9884
__pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_permutation); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1747; goto __pyx_L1;}
9885
Py_DECREF(__pyx_17); __pyx_17 = 0;
9886
if (PyObject_SetAttr(__pyx_m, __pyx_n_permutation, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1747; goto __pyx_L1;}
8319
9887
Py_DECREF(__pyx_18); __pyx_18 = 0;
8320
9888
return;
8321
9889
__pyx_L1:;
8355
9923
PyObject **args,
8356
9924
PyObject **kwds,
8357
9925
char *kwd_list[],
8358
int nargs,
9926
Py_ssize_t nargs,
8359
9927
PyObject **args2,
8360
PyObject **kwds2)
9928
PyObject **kwds2,
9929
char rqd_kwds[])
8361
9930
{
8362
9931
PyObject *x = 0, *args1 = 0, *kwds1 = 0;
9932
int i;
9933
char **p;
8363
9934
8364
9935
if (args2)
8365
9936
*args2 = 0;
8370
9941
args1 = PyTuple_GetSlice(*args, 0, nargs);
8371
9942
if (!args1)
8372
9943
goto bad;
8373
*args2 = PyTuple_GetSlice(*args, nargs, PyTuple_Size(*args));
9944
*args2 = PyTuple_GetSlice(*args, nargs, PyTuple_GET_SIZE(*args));
8374
9945
if (!*args2)
8375
9946
goto bad;
8376
9947
}
9948
else if (PyTuple_GET_SIZE(*args) > nargs) {
9949
int m = nargs;
9950
int n = PyTuple_GET_SIZE(*args);
9951
PyErr_Format(PyExc_TypeError,
9952
"function takes at most %d positional arguments (%d given)",
9953
m, n);
9954
goto bad;
9955
}
8377
9956
else {
8378
9957
args1 = *args;
8379
9958
Py_INCREF(args1);
8380
9959
}
8381
9960
9961
if (rqd_kwds && !*kwds)
9962
for (i = 0, p = kwd_list; *p; i++, p++)
9963
if (rqd_kwds[i])
9964
goto missing_kwarg;
9965
8382
9966
if (kwds2) {
8383
9967
if (*kwds) {
8384
char **p;
8385
9968
kwds1 = PyDict_New();
8386
if (!kwds)
9969
if (!kwds1)
8387
9970
goto bad;
8388
9971
*kwds2 = PyDict_Copy(*kwds);
8389
9972
if (!*kwds2)
8390
9973
goto bad;
8391
for (p = kwd_list; *p; p++) {
9974
for (i = 0, p = kwd_list; *p; i++, p++) {
8392
9975
x = PyDict_GetItemString(*kwds, *p);
8393
9976
if (x) {
8394
9977
if (PyDict_SetItemString(kwds1, *p, x) < 0)
8396
9979
if (PyDict_DelItemString(*kwds2, *p) < 0)
8397
9980
goto bad;
8398
9981
}
9982
else if (rqd_kwds && rqd_kwds[i])
9983
goto missing_kwarg;
8399
9984
}
8400
9985
}
8401
9986
else {
8407
9992
else {
8408
9993
kwds1 = *kwds;
8409
9994
Py_XINCREF(kwds1);
9995
if (rqd_kwds && *kwds)
9996
for (i = 0, p = kwd_list; *p; i++, p++)
9997
if (rqd_kwds[i] && !PyDict_GetItemString(*kwds, *p))
9998
goto missing_kwarg;
8410
9999
}
8411
10000
8412
10001
*args = args1;
8413
10002
*kwds = kwds1;
8414
10003
return 0;
10004
missing_kwarg:
10005
PyErr_Format(PyExc_TypeError,
10006
"required keyword argument '%s' is missing", *p);
8415
10007
bad:
8416
10008
Py_XDECREF(args1);
8417
10009
Py_XDECREF(kwds1);
8418
if (*args2)
10010
if (args2) {
8419
10011
Py_XDECREF(*args2);
8420
if (*kwds2)
10012
}
10013
if (kwds2) {
8421
10014
Py_XDECREF(*kwds2);
10015
}
8422
10016
return -1;
8423
10017
}
8424
10018
8482
10076
value = Py_None;
8483
10077
Py_INCREF(value);
8484
10078
}
8485
/* Next, repeatedly, replace a tuple exception with its first item */
8486
while (PyTuple_Check(type) && PyTuple_Size(type) > 0) {
8487
PyObject *tmp = type;
8488
type = PyTuple_GET_ITEM(type, 0);
8489
Py_INCREF(type);
8490
Py_DECREF(tmp);
8491
}
8492
if (PyString_Check(type))
8493
;
8494
else if (PyClass_Check(type))
8495
; /*PyErr_NormalizeException(&type, &value, &tb);*/
8496
else if (PyInstance_Check(type)) {
10079
#if PY_VERSION_HEX < 0x02050000
10080
if (!PyClass_Check(type))
10081
#else
10082
if (!PyType_Check(type))
10083
#endif
10084
{
8497
10085
/* Raising an instance. The value should be a dummy. */
8498
10086
if (value != Py_None) {
8499
10087
PyErr_SetString(PyExc_TypeError,
8500
"instance exception may not have a separate value");
10088
"instance exception may not have a separate value");
8501
10089
goto raise_error;
8502
10090
}
8503
else {
8504
/* Normalize to raise <class>, <instance> */
8505
Py_DECREF(value);
8506
value = type;
8507
type = (PyObject*) ((PyInstanceObject*)type)->in_class;
10091
/* Normalize to raise <class>, <instance> */
10092
Py_DECREF(value);
10093
value = type;
10094
#if PY_VERSION_HEX < 0x02050000
10095
if (PyInstance_Check(type)) {
10096
type = (PyObject*) ((PyInstanceObject*)type)->in_class;
10097
Py_INCREF(type);
10098
}
10099
else {
10100
PyErr_SetString(PyExc_TypeError,
10101
"raise: exception must be an old-style class or instance");
10102
goto raise_error;
10103
}
10104
#else
10105
type = (PyObject*) type->ob_type;
8508
10106
Py_INCREF(type);
8509
}
8510
}
8511
else {
8512
/* Not something you can raise. You get an exception
8513
anyway, just not what you specified :-) */
8514
PyErr_Format(PyExc_TypeError,
8515
"exceptions must be strings, classes, or "
8516
"instances, not %s", type->ob_type->tp_name);
8517
goto raise_error;
10107
if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) {
10108
PyErr_SetString(PyExc_TypeError,
10109
"raise: exception class must be a subclass of BaseException");
10110
goto raise_error;
10111
}
10112
#endif
8518
10113
}
8519
10114
PyErr_Restore(type, value, tb);
8520
10115
return;
8525
10120
return;
8526
10121
}
8527
10122
8528
static void __Pyx_WriteUnraisable(char *name) {
8529
PyObject *old_exc, *old_val, *old_tb;
8530
PyObject *ctx;
8531
PyErr_Fetch(&old_exc, &old_val, &old_tb);
8532
ctx = PyString_FromString(name);
8533
PyErr_Restore(old_exc, old_val, old_tb);
8534
if (!ctx)
8535
ctx = Py_None;
8536
PyErr_WriteUnraisable(ctx);
10123
static PyObject *__Pyx_GetItemInt(PyObject *o, Py_ssize_t i) {
10124
PyTypeObject *t = o->ob_type;
10125
PyObject *r;
10126
if (t->tp_as_sequence && t->tp_as_sequence->sq_item)
10127
r = PySequence_GetItem(o, i);
10128
else {
10129
PyObject *j = PyInt_FromLong(i);
10130
if (!j)
10131
return 0;
10132
r = PyObject_GetItem(o, j);
10133
Py_DECREF(j);
10134
}
10135
return r;
8537
10136
}
8538
10137
8539
10138
static void __Pyx_UnpackError(void) {
8540
10139
PyErr_SetString(PyExc_ValueError, "unpack sequence of wrong size");
8541
10140
}
8542
10141
8543
static PyObject *__Pyx_UnpackItem(PyObject *seq, int i) {
8544
PyObject *item;
8545
if (!(item = PySequence_GetItem(seq, i))) {
8546
if (PyErr_ExceptionMatches(PyExc_IndexError))
8547
__Pyx_UnpackError();
8548
}
8549
return item;
8550
}
8551
8552
static int __Pyx_EndUnpack(PyObject *seq, int i) {
8553
PyObject *item;
8554
if (item = PySequence_GetItem(seq, i)) {
8555
Py_DECREF(item);
8556
__Pyx_UnpackError();
10142
static PyObject *__Pyx_UnpackItem(PyObject *iter) {
10143
PyObject *item;
10144
if (!(item = PyIter_Next(iter))) {
10145
if (!PyErr_Occurred())
10146
__Pyx_UnpackError();
10147
}
10148
return item;
10149
}
10150
10151
static int __Pyx_EndUnpack(PyObject *iter) {
10152
PyObject *item;
10153
if ((item = PyIter_Next(iter))) {
10154
Py_DECREF(item);
10155
__Pyx_UnpackError();
10156
return -1;
10157
}
10158
else if (!PyErr_Occurred())
10159
return 0;
10160
else
10161
return -1;
10162
}
10163
10164
static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) {
10165
PyThreadState *tstate = PyThreadState_Get();
10166
PyErr_Fetch(type, value, tb);
10167
PyErr_NormalizeException(type, value, tb);
10168
if (PyErr_Occurred())
10169
goto bad;
10170
Py_INCREF(*type);
10171
Py_INCREF(*value);
10172
Py_INCREF(*tb);
10173
Py_XDECREF(tstate->exc_type);
10174
Py_XDECREF(tstate->exc_value);
10175
Py_XDECREF(tstate->exc_traceback);
10176
tstate->exc_type = *type;
10177
tstate->exc_value = *value;
10178
tstate->exc_traceback = *tb;
10179
return 0;
10180
bad:
10181
Py_XDECREF(*type);
10182
Py_XDECREF(*value);
10183
Py_XDECREF(*tb);
8557
10184
return -1;
8558
}
8559
PyErr_Clear();
8560
return 0;
8561
10185
}
8562
10186
8563
10187
static int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) {
8572
10196
return 0;
8573
10197
}
8574
10198
10199
static int __Pyx_SetItemInt(PyObject *o, Py_ssize_t i, PyObject *v) {
10200
PyTypeObject *t = o->ob_type;
10201
int r;
10202
if (t->tp_as_sequence && t->tp_as_sequence->sq_item)
10203
r = PySequence_SetItem(o, i, v);
10204
else {
10205
PyObject *j = PyInt_FromLong(i);
10206
if (!j)
10207
return -1;
10208
r = PyObject_SetItem(o, j, v);
10209
Py_DECREF(j);
10210
}
10211
return r;
10212
}
10213
8575
10214
static int __Pyx_InternStrings(__Pyx_InternTabEntry *t) {
8576
10215
while (t->p) {
8577
10216
*t->p = PyString_InternFromString(t->s);
8592
10231
return 0;
8593
10232
}
8594
10233
10234
#ifndef __PYX_HAVE_RT_ImportType
10235
#define __PYX_HAVE_RT_ImportType
8595
10236
static PyTypeObject *__Pyx_ImportType(char *module_name, char *class_name,
8596
10237
long size)
8597
10238
{
8598
PyObject *py_module_name = 0;
8599
PyObject *py_class_name = 0;
8600
PyObject *py_name_list = 0;
8601
10239
PyObject *py_module = 0;
8602
10240
PyObject *result = 0;
8603
10241
8604
py_module_name = PyString_FromString(module_name);
8605
if (!py_module_name)
8606
goto bad;
8607
py_class_name = PyString_FromString(class_name);
8608
if (!py_class_name)
8609
goto bad;
8610
py_name_list = PyList_New(1);
8611
if (!py_name_list)
8612
goto bad;
8613
Py_INCREF(py_class_name);
8614
if (PyList_SetItem(py_name_list, 0, py_class_name) < 0)
8615
goto bad;
8616
py_module = __Pyx_Import(py_module_name, py_name_list);
10242
py_module = __Pyx_ImportModule(module_name);
8617
10243
if (!py_module)
8618
10244
goto bad;
8619
result = PyObject_GetAttr(py_module, py_class_name);
10245
result = PyObject_GetAttrString(py_module, class_name);
8620
10246
if (!result)
8621
10247
goto bad;
8622
10248
if (!PyType_Check(result)) {
8631
10257
module_name, class_name);
8632
10258
goto bad;
8633
10259
}
8634
goto done;
10260
return (PyTypeObject *)result;
8635
10261
bad:
8636
10262
Py_XDECREF(result);
8637
result = 0;
8638
done:
8639
Py_XDECREF(py_module_name);
8640
Py_XDECREF(py_class_name);
8641
Py_XDECREF(py_name_list);
8642
return (PyTypeObject *)result;
8643
}
10263
return 0;
10264
}
10265
#endif
10266
10267
#ifndef __PYX_HAVE_RT_ImportModule
10268
#define __PYX_HAVE_RT_ImportModule
10269
static PyObject *__Pyx_ImportModule(char *name) {
10270
PyObject *py_name = 0;
10271
10272
py_name = PyString_FromString(name);
10273
if (!py_name)
10274
goto bad;
10275
return PyImport_Import(py_name);
10276
bad:
10277
Py_XDECREF(py_name);
10278
return 0;
10279
}
10280
#endif
8644
10281
8645
10282
#include "compile.h"
8646
10283
#include "frameobject.h"
Loggerhead is a web-based interface for Breezy
Version: 2.0.1