Added support for non-deterministic BRNG

```
rs = mkl_random.RandomState(brng='NON_DETERMINSTIC')
rs.randn(10)
```

The non-deterministic generator is True RNG, based on processor
instruction RDRAND, see

https://software.intel.com/en-us/mkl-developer-reference-c-basic-generators

Also reorgnalized setup to use mkl_random/_version.py, and bumped
the version to 1.1.0

Author: oleksandr-pavlyk

conda-recipe/meta.yaml

@@ -1,4 +1,4 @@
-{% set version = "1.0.2" %}
+{% set version = "1.1.0" %}
 {% set buildnumber = 0 %}
 
 ### If you change the iccver here, you must also set the path correctly in build.sh / bld.bat!!!
@@ -31,12 +31,12 @@ requirements:
     host:
       - python
       - setuptools
-      - mkl-devel
+      - mkl-devel >=2019.4
       - cython
       - numpy
     run:
       - python
-      - mkl
+      - mkl >=2019.4
       - {{ pin_compatible('numpy') }}
 
 test:

mkl_random/__init__.py

@@ -27,6 +27,7 @@
 from __future__ import division, absolute_import, print_function
 
 from .mklrand import *
+from ._version import __version__
 
 from numpy.testing.nosetester import _numpy_tester
 test = _numpy_tester().test

mkl_random/_version.py

@@ -0,0 +1,2 @@
+__version__ = '1.1.0'
+

mkl_random/mklrand.pyx

@@ -71,6 +71,7 @@ cdef extern from "randomkit.h":
         MRG32K3A = 6
         MCG59 = 7
         PHILOX4X32X10 = 8
+        NONDETERM = 9
 
     void irk_fill(void *buffer, size_t size, irk_state *state) nogil
 
@@ -867,7 +868,10 @@ _brng_dict = {
     'R250' : R250,
     'MRG32K3A' : MRG32K3A,
     'MCG59' : MCG59,
-    'PHILOX4X32X10' : PHILOX4X32X10
+    'PHILOX4X32X10' : PHILOX4X32X10,
+    'NONDETERM' : NONDETERM,
+    'NONDETERMINISTIC' : NONDETERM,
+    'NON_DETERMINISTIC' : NONDETERM,
 }
 
 _brng_dict_stream_max = {
@@ -879,7 +883,8 @@ _brng_dict_stream_max = {
     R250: 1,
     MRG32K3A: 1,
     MCG59: 1,
-    PHILOX4X32X10: 1
+    PHILOX4X32X10: 1,
+    NONDETERM: 1,
 }
 
 def _default_fallback_brng_token_(brng):
@@ -967,8 +972,8 @@ cdef class RandomState:
         If `seed` is ``None``, then `RandomState` will try to read data from
         ``/dev/urandom`` (or the Windows analogue) if available or seed from
         the clock otherwise.
-    brng : {'MT19937', 'SFMT19937', 'MT2203', 'R250',
-            'WH', 'MCG31', 'MCG59', 'MRG32K3A', 'PHILOX4X32X10'}, optional
+    brng : {'MT19937', 'SFMT19937', 'MT2203', 'R250', 'WH', 'MCG31',
+            'MCG59', 'MRG32K3A', 'PHILOX4X32X10', 'NONDETERM'}, optional
         Basic pseudo-random number generation algorithms, provided by
         Intel MKL. The default choice is 'MT19937' - the Mersenne Twister.
 
@@ -1016,8 +1021,8 @@ cdef class RandomState:
         seed : int or array_like, optional
             Seed for `RandomState`.
             Must be convertible to 32 bit unsigned integers.
-        brng : {'MT19937', 'SFMT19937', 'MT2203', 'R250',
-                'WH', 'MCG31', 'MCG59', 'MRG32K3A', 'PHILOX4X32X10'}, optional
+        brng : {'MT19937', 'SFMT19937', 'MT2203', 'R250', 'WH', 'MCG31',
+                'MCG59', 'MRG32K3A', 'PHILOX4X32X10', 'NONDETERM'}, optional
             Basic pseudo-random number generation algorithms, provided by
             Intel MKL. The default choice is 'MT19937' - the Mersenne Twister.
 

mkl_random/src/randomkit.c

@@ -118,7 +118,8 @@ const MKL_INT brng_list[BRNG_KINDS] = {
     VSL_BRNG_R250,
     VSL_BRNG_MRG32K3A,
     VSL_BRNG_MCG59,
-    VSL_BRNG_PHILOX4X32X10
+    VSL_BRNG_PHILOX4X32X10,
+    VSL_BRNG_NONDETERM
 };
 
 /* Mersenne-Twister 2203 algorithm and Wichmann-Hill algorithm 

mkl_random/src/randomkit.h

@@ -45,7 +45,7 @@ typedef enum {
 } irk_error;
 
 /* if changing this, also adjust brng_list[BRNG_KINDS] in randomkit.c */
-#define BRNG_KINDS 9
+#define BRNG_KINDS 10
 
 typedef enum {
     MT19937       = 0,
@@ -56,7 +56,8 @@ typedef enum {
     R250          = 5,
     MRG32K3A      = 6,
     MCG59         = 7,
-    PHILOX4X32X10 = 8
+    PHILOX4X32X10 = 8,
+    NONDETERM     = 9
 } irk_brng_t;
 
 

setup.py

@@ -28,13 +28,13 @@
 
 import os
 import sys
+import io
+import re
 
-MAJOR = 1
-MINOR = 0
-MICRO = 4
-ISRELEASED = True
+with io.open('mkl_random/_version.py', 'rt', encoding='utf8') as f:
+    version = re.search(r'__version__ = \'(.*?)\'', f.read()).group(1)
 
-VERSION = '%d.%d.%d' % (MAJOR, MINOR, MICRO)
+VERSION = version
 
 CLASSIFIERS = ""