Update to use pyrex 0.9.4.1

2 files changed, 1712 insertions, 1644 deletions

diff --git a/numpy/random/mtrand/mtrand.c b/numpy/random/mtrand/mtrand.c
index 3d99e3b21..5382ea56c 100644
--- a/numpy/random/mtrand/mtrand.c
+++ b/numpy/random/mtrand/mtrand.c
@@ -1,10 +1,16 @@
-/* Generated by Pyrex 0.9.3.1 on Wed Jul 26 11:19:58 2006 */
+/* Generated by Pyrex 0.9.4.1 on Wed Jul 26 11:44:23 2006 */
 
 #include "Python.h"
 #include "structmember.h"
 #ifndef PY_LONG_LONG
   #define PY_LONG_LONG LONG_LONG
 #endif
+#ifdef __cplusplus
+#define __PYX_EXTERN_C extern "C"
+#else
+#define __PYX_EXTERN_C extern
+#endif
+__PYX_EXTERN_C double pow(double, double);
 #include "string.h"
 #include "math.h"
 #include "numpy/arrayobject.h"
@@ -32,11 +38,10 @@ static PyObject *__pyx_m;
 static PyObject *__pyx_b;
 static int __pyx_lineno;
 static char *__pyx_filename;
-staticforward char **__pyx_f;
+static char **__pyx_f;
 
 /* Declarations from mtrand */
 
-staticforward PyTypeObject __pyx_type_6mtrand_RandomState;
 
 struct __pyx_obj_6mtrand_RandomState {
   PyObject_HEAD
@@ -182,7 +187,7 @@ static PyObject *__pyx_f_6mtrand_cont0_array(rk_state (*__pyx_v_state),double ((
   PyObject *__pyx_3 = 0;
   PyObject *__pyx_4 = 0;
   Py_INCREF(__pyx_v_size);
-  arrayObject = (void *)Py_None; Py_INCREF((PyObject *) arrayObject);
+  arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
 
   /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":128 */
   __pyx_1 = __pyx_v_size == Py_None;
@@ -212,7 +217,7 @@ static PyObject *__pyx_f_6mtrand_cont0_array(rk_state (*__pyx_v_state),double ((
     __pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 131; goto __pyx_L1;}
     Py_DECREF(__pyx_3); __pyx_3 = 0;
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    Py_INCREF(((PyObject *)__pyx_4));
+    Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_4)));
     Py_DECREF(((PyObject *)arrayObject));
     arrayObject = ((PyArrayObject *)__pyx_4);
     Py_DECREF(__pyx_4); __pyx_4 = 0;
@@ -228,7 +233,9 @@ static PyObject *__pyx_f_6mtrand_cont0_array(rk_state (*__pyx_v_state),double ((
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":135 */
       (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state);
+      __pyx_L3:;
     }
+    __pyx_L4:;
 
     /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":136 */
     Py_INCREF(((PyObject *)arrayObject));
@@ -237,7 +244,7 @@ static PyObject *__pyx_f_6mtrand_cont0_array(rk_state (*__pyx_v_state),double ((
   }
   __pyx_L2:;
 
-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
   goto __pyx_L0;
   __pyx_L1:;
   Py_XDECREF(__pyx_2);
@@ -274,9 +281,9 @@ static PyObject *__pyx_f_6mtrand_cont1_array(rk_state (*__pyx_v_state),double ((
   npy_intp __pyx_5;
   Py_INCREF(__pyx_v_size);
   Py_INCREF(__pyx_v_oa);
-  arrayObject = (void *)Py_None; Py_INCREF((PyObject *) arrayObject);
-  __pyx_v_itera = (void *)Py_None; Py_INCREF((PyObject *) __pyx_v_itera);
-  __pyx_v_multi = (void *)Py_None; Py_INCREF((PyObject *) __pyx_v_multi);
+  arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
+  __pyx_v_itera = ((PyArrayIterObject *)Py_None); Py_INCREF(Py_None);
+  __pyx_v_multi = ((PyArrayMultiIterObject *)Py_None); Py_INCREF(Py_None);
 
   /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":148 */
   __pyx_v_scalar = 0;
@@ -313,7 +320,7 @@ static PyObject *__pyx_f_6mtrand_cont1_array(rk_state (*__pyx_v_state),double ((
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":157 */
       __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;}
-      Py_INCREF(((PyObject *)__pyx_2));
+      Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
       Py_DECREF(((PyObject *)arrayObject));
       arrayObject = ((PyArrayObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
@@ -325,10 +332,10 @@ static PyObject *__pyx_f_6mtrand_cont1_array(rk_state (*__pyx_v_state),double ((
       __pyx_v_array_data = ((double (*))arrayObject->data);
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":160 */
-      __pyx_2 = PyArray_IterNew(((PyObject *)((PyObject *)__pyx_v_oa))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 160; goto __pyx_L1;}
-      Py_INCREF(((PyObject *)__pyx_2));
+      __pyx_2 = PyArray_IterNew(((PyObject *)__pyx_v_oa)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 160; goto __pyx_L1;}
+      Py_INCREF(((PyObject *)((PyArrayIterObject *)__pyx_2)));
       Py_DECREF(((PyObject *)__pyx_v_itera));
-      __pyx_v_itera = ((PyObject *)__pyx_2);
+      __pyx_v_itera = ((PyArrayIterObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":161 */
@@ -339,7 +346,9 @@ static PyObject *__pyx_f_6mtrand_cont1_array(rk_state (*__pyx_v_state),double ((
 
         /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":163 */
         PyArray_ITER_NEXT(__pyx_v_itera);
+        __pyx_L5:;
       }
+      __pyx_L6:;
     }
     __pyx_L4:;
     goto __pyx_L3;
@@ -361,7 +370,7 @@ static PyObject *__pyx_f_6mtrand_cont1_array(rk_state (*__pyx_v_state),double ((
     __pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; goto __pyx_L1;}
     Py_DECREF(__pyx_3); __pyx_3 = 0;
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    Py_INCREF(((PyObject *)__pyx_4));
+    Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_4)));
     Py_DECREF(((PyObject *)arrayObject));
     arrayObject = ((PyArrayObject *)__pyx_4);
     Py_DECREF(__pyx_4); __pyx_4 = 0;
@@ -381,16 +390,18 @@ static PyObject *__pyx_f_6mtrand_cont1_array(rk_state (*__pyx_v_state),double ((
 
         /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":170 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]));
+        __pyx_L8:;
       }
+      __pyx_L9:;
       goto __pyx_L7;
     }
     /*else*/ {
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":172 */
-      __pyx_3 = PyArray_MultiIterNew(2,((void (*))((PyObject *)arrayObject)),((void (*))((PyObject *)__pyx_v_oa))); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 172; goto __pyx_L1;}
-      Py_INCREF(((PyObject *)__pyx_3));
+      __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;}
+      Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_3)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
-      __pyx_v_multi = ((PyObject *)__pyx_3);
+      __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_3);
       Py_DECREF(__pyx_3); __pyx_3 = 0;
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":174 */
@@ -424,7 +435,9 @@ static PyObject *__pyx_f_6mtrand_cont1_array(rk_state (*__pyx_v_state),double ((
 
         /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":179 */
         PyArray_MultiIter_NEXTi(__pyx_v_multi,1);
+        __pyx_L11:;
       }
+      __pyx_L12:;
     }
     __pyx_L7:;
   }
@@ -435,7 +448,7 @@ static PyObject *__pyx_f_6mtrand_cont1_array(rk_state (*__pyx_v_state),double ((
   __pyx_r = ((PyObject *)arrayObject);
   goto __pyx_L0;
 
-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
   goto __pyx_L0;
   __pyx_L1:;
   Py_XDECREF(__pyx_2);
@@ -474,8 +487,8 @@ static PyObject *__pyx_f_6mtrand_cont2_array(rk_state (*__pyx_v_state),double ((
   Py_INCREF(__pyx_v_size);
   Py_INCREF(__pyx_v_oa);
   Py_INCREF(__pyx_v_ob);
-  arrayObject = (void *)Py_None; Py_INCREF((PyObject *) arrayObject);
-  __pyx_v_multi = (void *)Py_None; Py_INCREF((PyObject *) __pyx_v_multi);
+  arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
+  __pyx_v_multi = ((PyArrayMultiIterObject *)Py_None); Py_INCREF(Py_None);
 
   /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":193 */
   __pyx_v_scalar = 0;
@@ -517,15 +530,15 @@ static PyObject *__pyx_f_6mtrand_cont2_array(rk_state (*__pyx_v_state),double ((
     /*else*/ {
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":203 */
-      __pyx_2 = PyArray_MultiIterNew(2,((void (*))((PyObject *)__pyx_v_oa)),((void (*))((PyObject *)__pyx_v_ob))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 203; goto __pyx_L1;}
-      Py_INCREF(((PyObject *)__pyx_2));
+      __pyx_2 = PyArray_MultiIterNew(2,((void (*))__pyx_v_oa),((void (*))__pyx_v_ob)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 203; goto __pyx_L1;}
+      Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_2)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
-      __pyx_v_multi = ((PyObject *)__pyx_2);
+      __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":204 */
       __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;}
-      Py_INCREF(((PyObject *)__pyx_2));
+      Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
       Py_DECREF(((PyObject *)arrayObject));
       arrayObject = ((PyArrayObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
@@ -548,7 +561,9 @@ static PyObject *__pyx_f_6mtrand_cont2_array(rk_state (*__pyx_v_state),double ((
 
         /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":210 */
         PyArray_MultiIter_NEXT(__pyx_v_multi);
+        __pyx_L5:;
       }
+      __pyx_L6:;
     }
     __pyx_L4:;
     goto __pyx_L3;
@@ -570,7 +585,7 @@ static PyObject *__pyx_f_6mtrand_cont2_array(rk_state (*__pyx_v_state),double ((
     __pyx_5 = PyObject_CallObject(__pyx_4, __pyx_2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 212; goto __pyx_L1;}
     Py_DECREF(__pyx_4); __pyx_4 = 0;
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    Py_INCREF(((PyObject *)__pyx_5));
+    Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_5)));
     Py_DECREF(((PyObject *)arrayObject));
     arrayObject = ((PyArrayObject *)__pyx_5);
     Py_DECREF(__pyx_5); __pyx_5 = 0;
@@ -590,16 +605,18 @@ static PyObject *__pyx_f_6mtrand_cont2_array(rk_state (*__pyx_v_state),double ((
 
         /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":217 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]));
+        __pyx_L8:;
       }
+      __pyx_L9:;
       goto __pyx_L7;
     }
     /*else*/ {
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":219 */
-      __pyx_4 = PyArray_MultiIterNew(3,((void (*))((PyObject *)arrayObject)),((void (*))((PyObject *)__pyx_v_oa)),((void (*))((PyObject *)__pyx_v_ob))); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 219; goto __pyx_L1;}
-      Py_INCREF(((PyObject *)__pyx_4));
+      __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;}
+      Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_4)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
-      __pyx_v_multi = ((PyObject *)__pyx_4);
+      __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_4);
       Py_DECREF(__pyx_4); __pyx_4 = 0;
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":220 */
@@ -639,7 +656,9 @@ static PyObject *__pyx_f_6mtrand_cont2_array(rk_state (*__pyx_v_state),double ((
 
         /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":227 */
         PyArray_MultiIter_NEXTi(__pyx_v_multi,2);
+        __pyx_L11:;
       }
+      __pyx_L12:;
     }
     __pyx_L7:;
   }
@@ -650,7 +669,7 @@ static PyObject *__pyx_f_6mtrand_cont2_array(rk_state (*__pyx_v_state),double ((
   __pyx_r = ((PyObject *)arrayObject);
   goto __pyx_L0;
 
-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
   goto __pyx_L0;
   __pyx_L1:;
   Py_XDECREF(__pyx_2);
@@ -691,8 +710,8 @@ static PyObject *__pyx_f_6mtrand_cont3_array(rk_state (*__pyx_v_state),double ((
   Py_INCREF(__pyx_v_oa);
   Py_INCREF(__pyx_v_ob);
   Py_INCREF(__pyx_v_oc);
-  arrayObject = (void *)Py_None; Py_INCREF((PyObject *) arrayObject);
-  __pyx_v_multi = (void *)Py_None; Py_INCREF((PyObject *) __pyx_v_multi);
+  arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
+  __pyx_v_multi = ((PyArrayMultiIterObject *)Py_None); Py_INCREF(Py_None);
 
   /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":243 */
   __pyx_v_scalar = 0;
@@ -740,15 +759,15 @@ static PyObject *__pyx_f_6mtrand_cont3_array(rk_state (*__pyx_v_state),double ((
     /*else*/ {
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":254 */
-      __pyx_2 = PyArray_MultiIterNew(3,((void (*))((PyObject *)__pyx_v_oa)),((void (*))((PyObject *)__pyx_v_ob)),((void (*))((PyObject *)__pyx_v_oc))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 254; goto __pyx_L1;}
-      Py_INCREF(((PyObject *)__pyx_2));
+      __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;}
+      Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_2)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
-      __pyx_v_multi = ((PyObject *)__pyx_2);
+      __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":255 */
       __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;}
-      Py_INCREF(((PyObject *)__pyx_2));
+      Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
       Py_DECREF(((PyObject *)arrayObject));
       arrayObject = ((PyArrayObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
@@ -774,7 +793,9 @@ static PyObject *__pyx_f_6mtrand_cont3_array(rk_state (*__pyx_v_state),double ((
 
         /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":262 */
         PyArray_MultiIter_NEXT(__pyx_v_multi);
+        __pyx_L5:;
       }
+      __pyx_L6:;
     }
     __pyx_L4:;
     goto __pyx_L3;
@@ -796,7 +817,7 @@ static PyObject *__pyx_f_6mtrand_cont3_array(rk_state (*__pyx_v_state),double ((
     __pyx_5 = PyObject_CallObject(__pyx_4, __pyx_2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 264; goto __pyx_L1;}
     Py_DECREF(__pyx_4); __pyx_4 = 0;
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    Py_INCREF(((PyObject *)__pyx_5));
+    Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_5)));
     Py_DECREF(((PyObject *)arrayObject));
     arrayObject = ((PyArrayObject *)__pyx_5);
     Py_DECREF(__pyx_5); __pyx_5 = 0;
@@ -816,16 +837,18 @@ static PyObject *__pyx_f_6mtrand_cont3_array(rk_state (*__pyx_v_state),double ((
 
         /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":269 */
         (__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]));
+        __pyx_L8:;
       }
+      __pyx_L9:;
       goto __pyx_L7;
     }
     /*else*/ {
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":271 */
-      __pyx_4 = PyArray_MultiIterNew(4,((void (*))((PyObject *)arrayObject)),((void (*))((PyObject *)__pyx_v_oa)),((void (*))((PyObject *)__pyx_v_ob)),((void (*))((PyObject *)__pyx_v_oc))); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 271; goto __pyx_L1;}
-      Py_INCREF(((PyObject *)__pyx_4));
+      __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;}
+      Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_4)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
-      __pyx_v_multi = ((PyObject *)__pyx_4);
+      __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_4);
       Py_DECREF(__pyx_4); __pyx_4 = 0;
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":273 */
@@ -865,7 +888,9 @@ static PyObject *__pyx_f_6mtrand_cont3_array(rk_state (*__pyx_v_state),double ((
 
         /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":280 */
         PyArray_MultiIter_NEXT(__pyx_v_multi);
+        __pyx_L11:;
       }
+      __pyx_L12:;
     }
     __pyx_L7:;
   }
@@ -876,7 +901,7 @@ static PyObject *__pyx_f_6mtrand_cont3_array(rk_state (*__pyx_v_state),double ((
   __pyx_r = ((PyObject *)arrayObject);
   goto __pyx_L0;
 
-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
   goto __pyx_L0;
   __pyx_L1:;
   Py_XDECREF(__pyx_2);
@@ -907,7 +932,7 @@ static PyObject *__pyx_f_6mtrand_disc0_array(rk_state (*__pyx_v_state),long ((*_
   PyObject *__pyx_3 = 0;
   PyObject *__pyx_4 = 0;
   Py_INCREF(__pyx_v_size);
-  arrayObject = (void *)Py_None; Py_INCREF((PyObject *) arrayObject);
+  arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
 
   /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":289 */
   __pyx_1 = __pyx_v_size == Py_None;
@@ -935,7 +960,7 @@ static PyObject *__pyx_f_6mtrand_disc0_array(rk_state (*__pyx_v_state),long ((*_
     __pyx_2 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 292; goto __pyx_L1;}
     Py_DECREF(__pyx_3); __pyx_3 = 0;
     Py_DECREF(__pyx_4); __pyx_4 = 0;
-    Py_INCREF(((PyObject *)__pyx_2));
+    Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
     Py_DECREF(((PyObject *)arrayObject));
     arrayObject = ((PyArrayObject *)__pyx_2);
     Py_DECREF(__pyx_2); __pyx_2 = 0;
@@ -951,7 +976,9 @@ static PyObject *__pyx_f_6mtrand_disc0_array(rk_state (*__pyx_v_state),long ((*_
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":296 */
       (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state);
+      __pyx_L3:;
     }
+    __pyx_L4:;
 
     /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":297 */
     Py_INCREF(((PyObject *)arrayObject));
@@ -960,7 +987,7 @@ static PyObject *__pyx_f_6mtrand_disc0_array(rk_state (*__pyx_v_state),long ((*_
   }
   __pyx_L2:;
 
-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
   goto __pyx_L0;
   __pyx_L1:;
   Py_XDECREF(__pyx_2);
@@ -996,8 +1023,8 @@ static PyObject *__pyx_f_6mtrand_discnp_array(rk_state (*__pyx_v_state),long ((*
   Py_INCREF(__pyx_v_size);
   Py_INCREF(__pyx_v_on);
   Py_INCREF(__pyx_v_op);
-  arrayObject = (void *)Py_None; Py_INCREF((PyObject *) arrayObject);
-  __pyx_v_multi = (void *)Py_None; Py_INCREF((PyObject *) __pyx_v_multi);
+  arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
+  __pyx_v_multi = ((PyArrayMultiIterObject *)Py_None); Py_INCREF(Py_None);
 
   /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":309 */
   __pyx_v_scalar = 0;
@@ -1039,15 +1066,15 @@ static PyObject *__pyx_f_6mtrand_discnp_array(rk_state (*__pyx_v_state),long ((*
     /*else*/ {
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":319 */
-      __pyx_2 = PyArray_MultiIterNew(2,((void (*))((PyObject *)__pyx_v_on)),((void (*))((PyObject *)__pyx_v_op))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 319; goto __pyx_L1;}
-      Py_INCREF(((PyObject *)__pyx_2));
+      __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;}
+      Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_2)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
-      __pyx_v_multi = ((PyObject *)__pyx_2);
+      __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":320 */
       __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;}
-      Py_INCREF(((PyObject *)__pyx_2));
+      Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
       Py_DECREF(((PyObject *)arrayObject));
       arrayObject = ((PyArrayObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
@@ -1070,7 +1097,9 @@ static PyObject *__pyx_f_6mtrand_discnp_array(rk_state (*__pyx_v_state),long ((*
 
         /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":326 */
         PyArray_MultiIter_NEXT(__pyx_v_multi);
+        __pyx_L5:;
       }
+      __pyx_L6:;
     }
     __pyx_L4:;
     goto __pyx_L3;
@@ -1090,7 +1119,7 @@ static PyObject *__pyx_f_6mtrand_discnp_array(rk_state (*__pyx_v_state),long ((*
     __pyx_2 = PyObject_CallObject(__pyx_4, __pyx_5); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 328; goto __pyx_L1;}
     Py_DECREF(__pyx_4); __pyx_4 = 0;
     Py_DECREF(__pyx_5); __pyx_5 = 0;
-    Py_INCREF(((PyObject *)__pyx_2));
+    Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
     Py_DECREF(((PyObject *)arrayObject));
     arrayObject = ((PyArrayObject *)__pyx_2);
     Py_DECREF(__pyx_2); __pyx_2 = 0;
@@ -1110,16 +1139,18 @@ static PyObject *__pyx_f_6mtrand_discnp_array(rk_state (*__pyx_v_state),long ((*
 
         /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":333 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_op_data[0]));
+        __pyx_L8:;
       }
+      __pyx_L9:;
       goto __pyx_L7;
     }
     /*else*/ {
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":335 */
-      __pyx_4 = PyArray_MultiIterNew(3,((void (*))((PyObject *)arrayObject)),((void (*))((PyObject *)__pyx_v_on)),((void (*))((PyObject *)__pyx_v_op))); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 335; goto __pyx_L1;}
-      Py_INCREF(((PyObject *)__pyx_4));
+      __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;}
+      Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_4)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
-      __pyx_v_multi = ((PyObject *)__pyx_4);
+      __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_4);
       Py_DECREF(__pyx_4); __pyx_4 = 0;
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":336 */
@@ -1159,7 +1190,9 @@ static PyObject *__pyx_f_6mtrand_discnp_array(rk_state (*__pyx_v_state),long ((*
 
         /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":343 */
         PyArray_MultiIter_NEXTi(__pyx_v_multi,2);
+        __pyx_L11:;
       }
+      __pyx_L12:;
     }
     __pyx_L7:;
   }
@@ -1170,7 +1203,7 @@ static PyObject *__pyx_f_6mtrand_discnp_array(rk_state (*__pyx_v_state),long ((*
   __pyx_r = ((PyObject *)arrayObject);
   goto __pyx_L0;
 
-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
   goto __pyx_L0;
   __pyx_L1:;
   Py_XDECREF(__pyx_2);
@@ -1211,8 +1244,8 @@ static PyObject *__pyx_f_6mtrand_discnmN_array(rk_state (*__pyx_v_state),long ((
   Py_INCREF(__pyx_v_on);
   Py_INCREF(__pyx_v_om);
   Py_INCREF(__pyx_v_oN);
-  arrayObject = (void *)Py_None; Py_INCREF((PyObject *) arrayObject);
-  __pyx_v_multi = (void *)Py_None; Py_INCREF((PyObject *) __pyx_v_multi);
+  arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
+  __pyx_v_multi = ((PyArrayMultiIterObject *)Py_None); Py_INCREF(Py_None);
 
   /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":359 */
   __pyx_v_scalar = 0;
@@ -1260,15 +1293,15 @@ static PyObject *__pyx_f_6mtrand_discnmN_array(rk_state (*__pyx_v_state),long ((
     /*else*/ {
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":370 */
-      __pyx_2 = PyArray_MultiIterNew(3,((void (*))((PyObject *)__pyx_v_on)),((void (*))((PyObject *)__pyx_v_om)),((void (*))((PyObject *)__pyx_v_oN))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 370; goto __pyx_L1;}
-      Py_INCREF(((PyObject *)__pyx_2));
+      __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;}
+      Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_2)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
-      __pyx_v_multi = ((PyObject *)__pyx_2);
+      __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":371 */
       __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;}
-      Py_INCREF(((PyObject *)__pyx_2));
+      Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
       Py_DECREF(((PyObject *)arrayObject));
       arrayObject = ((PyArrayObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
@@ -1294,7 +1327,9 @@ static PyObject *__pyx_f_6mtrand_discnmN_array(rk_state (*__pyx_v_state),long ((
 
         /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":378 */
         PyArray_MultiIter_NEXT(__pyx_v_multi);
+        __pyx_L5:;
       }
+      __pyx_L6:;
     }
     __pyx_L4:;
     goto __pyx_L3;
@@ -1314,7 +1349,7 @@ static PyObject *__pyx_f_6mtrand_discnmN_array(rk_state (*__pyx_v_state),long ((
     __pyx_2 = PyObject_CallObject(__pyx_4, __pyx_5); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 380; goto __pyx_L1;}
     Py_DECREF(__pyx_4); __pyx_4 = 0;
     Py_DECREF(__pyx_5); __pyx_5 = 0;
-    Py_INCREF(((PyObject *)__pyx_2));
+    Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
     Py_DECREF(((PyObject *)arrayObject));
     arrayObject = ((PyArrayObject *)__pyx_2);
     Py_DECREF(__pyx_2); __pyx_2 = 0;
@@ -1334,16 +1369,18 @@ static PyObject *__pyx_f_6mtrand_discnmN_array(rk_state (*__pyx_v_state),long ((
 
         /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":385 */
         (__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]));
+        __pyx_L8:;
       }
+      __pyx_L9:;
       goto __pyx_L7;
     }
     /*else*/ {
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":387 */
-      __pyx_4 = PyArray_MultiIterNew(4,((void (*))((PyObject *)arrayObject)),((void (*))((PyObject *)__pyx_v_on)),((void (*))((PyObject *)__pyx_v_om)),((void (*))((PyObject *)__pyx_v_oN))); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 387; goto __pyx_L1;}
-      Py_INCREF(((PyObject *)__pyx_4));
+      __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;}
+      Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_4)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
-      __pyx_v_multi = ((PyObject *)__pyx_4);
+      __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_4);
       Py_DECREF(__pyx_4); __pyx_4 = 0;
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":389 */
@@ -1383,7 +1420,9 @@ static PyObject *__pyx_f_6mtrand_discnmN_array(rk_state (*__pyx_v_state),long ((
 
         /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":396 */
         PyArray_MultiIter_NEXT(__pyx_v_multi);
+        __pyx_L11:;
       }
+      __pyx_L12:;
     }
     __pyx_L7:;
   }
@@ -1394,7 +1433,7 @@ static PyObject *__pyx_f_6mtrand_discnmN_array(rk_state (*__pyx_v_state),long ((
   __pyx_r = ((PyObject *)arrayObject);
   goto __pyx_L0;
 
-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
   goto __pyx_L0;
   __pyx_L1:;
   Py_XDECREF(__pyx_2);
@@ -1433,9 +1472,9 @@ static PyObject *__pyx_f_6mtrand_discd_array(rk_state (*__pyx_v_state),long ((*_
   npy_intp __pyx_5;
   Py_INCREF(__pyx_v_size);
   Py_INCREF(__pyx_v_oa);
-  arrayObject = (void *)Py_None; Py_INCREF((PyObject *) arrayObject);
-  __pyx_v_multi = (void *)Py_None; Py_INCREF((PyObject *) __pyx_v_multi);
-  __pyx_v_itera = (void *)Py_None; Py_INCREF((PyObject *) __pyx_v_itera);
+  arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
+  __pyx_v_multi = ((PyArrayMultiIterObject *)Py_None); Py_INCREF(Py_None);
+  __pyx_v_itera = ((PyArrayIterObject *)Py_None); Py_INCREF(Py_None);
 
   /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":410 */
   __pyx_v_scalar = 0;
@@ -1472,7 +1511,7 @@ static PyObject *__pyx_f_6mtrand_discd_array(rk_state (*__pyx_v_state),long ((*_
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":419 */
       __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;}
-      Py_INCREF(((PyObject *)__pyx_2));
+      Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
       Py_DECREF(((PyObject *)arrayObject));
       arrayObject = ((PyArrayObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
@@ -1484,10 +1523,10 @@ static PyObject *__pyx_f_6mtrand_discd_array(rk_state (*__pyx_v_state),long ((*_
       __pyx_v_array_data = ((long (*))arrayObject->data);
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":422 */
-      __pyx_2 = PyArray_IterNew(((PyObject *)((PyObject *)__pyx_v_oa))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 422; goto __pyx_L1;}
-      Py_INCREF(((PyObject *)__pyx_2));
+      __pyx_2 = PyArray_IterNew(((PyObject *)__pyx_v_oa)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 422; goto __pyx_L1;}
+      Py_INCREF(((PyObject *)((PyArrayIterObject *)__pyx_2)));
       Py_DECREF(((PyObject *)__pyx_v_itera));
-      __pyx_v_itera = ((PyObject *)__pyx_2);
+      __pyx_v_itera = ((PyArrayIterObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":423 */
@@ -1498,7 +1537,9 @@ static PyObject *__pyx_f_6mtrand_discd_array(rk_state (*__pyx_v_state),long ((*_
 
         /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":425 */
         PyArray_ITER_NEXT(__pyx_v_itera);
+        __pyx_L5:;
       }
+      __pyx_L6:;
     }
     __pyx_L4:;
     goto __pyx_L3;
@@ -1518,7 +1559,7 @@ static PyObject *__pyx_f_6mtrand_discd_array(rk_state (*__pyx_v_state),long ((*_
     __pyx_2 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 427; goto __pyx_L1;}
     Py_DECREF(__pyx_3); __pyx_3 = 0;
     Py_DECREF(__pyx_4); __pyx_4 = 0;
-    Py_INCREF(((PyObject *)__pyx_2));
+    Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
     Py_DECREF(((PyObject *)arrayObject));
     arrayObject = ((PyArrayObject *)__pyx_2);
     Py_DECREF(__pyx_2); __pyx_2 = 0;
@@ -1538,16 +1579,18 @@ static PyObject *__pyx_f_6mtrand_discd_array(rk_state (*__pyx_v_state),long ((*_
 
         /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":432 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]));
+        __pyx_L8:;
       }
+      __pyx_L9:;
       goto __pyx_L7;
     }
     /*else*/ {
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":434 */
-      __pyx_3 = PyArray_MultiIterNew(2,((void (*))((PyObject *)arrayObject)),((void (*))((PyObject *)__pyx_v_oa))); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 434; goto __pyx_L1;}
-      Py_INCREF(((PyObject *)__pyx_3));
+      __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;}
+      Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_3)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
-      __pyx_v_multi = ((PyObject *)__pyx_3);
+      __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_3);
       Py_DECREF(__pyx_3); __pyx_3 = 0;
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":435 */
@@ -1581,7 +1624,9 @@ static PyObject *__pyx_f_6mtrand_discd_array(rk_state (*__pyx_v_state),long ((*_
 
         /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":440 */
         PyArray_MultiIter_NEXTi(__pyx_v_multi,1);
+        __pyx_L11:;
       }
+      __pyx_L12:;
     }
     __pyx_L7:;
   }
@@ -1592,7 +1637,7 @@ static PyObject *__pyx_f_6mtrand_discd_array(rk_state (*__pyx_v_state),long ((*_
   __pyx_r = ((PyObject *)arrayObject);
   goto __pyx_L0;
 
-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
   goto __pyx_L0;
   __pyx_L1:;
   Py_XDECREF(__pyx_2);
@@ -1637,7 +1682,9 @@ static double __pyx_f_6mtrand_kahan_sum(double (*__pyx_v_darr),long __pyx_v_n) {
 
     /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":452 */
     __pyx_v_sum = __pyx_v_t;
+    __pyx_L2:;
   }
+  __pyx_L3:;
 
   /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":453 */
   __pyx_r = __pyx_v_sum;
@@ -1645,6 +1692,7 @@ static double __pyx_f_6mtrand_kahan_sum(double (*__pyx_v_darr),long __pyx_v_n) {
 
   __pyx_r = 0;
   goto __pyx_L0;
+  __pyx_L1:;
   __Pyx_WriteUnraisable("mtrand.kahan_sum");
   __pyx_L0:;
   return __pyx_r;
@@ -1709,6 +1757,7 @@ static void __pyx_f_6mtrand_11RandomState___dealloc__(PyObject *__pyx_v_self) {
   __pyx_L2:;
 
   goto __pyx_L0;
+  __pyx_L1:;
   __Pyx_AddTraceback("mtrand.RandomState.__dealloc__");
   __pyx_L0:;
   Py_DECREF(__pyx_v_self);
@@ -1736,7 +1785,7 @@ static PyObject *__pyx_f_6mtrand_11RandomState_seed(PyObject *__pyx_v_self, PyOb
   if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "|O", __pyx_argnames, &__pyx_v_seed)) return 0;
   Py_INCREF(__pyx_v_self);
   Py_INCREF(__pyx_v_seed);
-  arrayObject_obj = (void *)Py_None; Py_INCREF((PyObject *) arrayObject_obj);
+  arrayObject_obj = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
 
   /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":497 */
   __pyx_1 = __pyx_v_seed == Py_None;
@@ -1760,7 +1809,7 @@ static PyObject *__pyx_f_6mtrand_11RandomState_seed(PyObject *__pyx_v_self, PyOb
   if (__pyx_1) {
 
     /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":500 */
-    __pyx_5 = PyLong_AsUnsignedLong(__pyx_v_seed); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 500; goto __pyx_L1;}
+    __pyx_5 = PyInt_AsUnsignedLongMask(__pyx_v_seed); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 500; goto __pyx_L1;}
     rk_seed(__pyx_5,((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state);
     goto __pyx_L2;
   }
@@ -1783,7 +1832,7 @@ static PyObject *__pyx_f_6mtrand_11RandomState_seed(PyObject *__pyx_v_self, PyOb
     __pyx_4 = PyObject_CallObject(__pyx_3, __pyx_7); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 502; goto __pyx_L1;}
     Py_DECREF(__pyx_3); __pyx_3 = 0;
     Py_DECREF(__pyx_7); __pyx_7 = 0;
-    Py_INCREF(((PyObject *)__pyx_4));
+    Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_4)));
     Py_DECREF(((PyObject *)arrayObject_obj));
     arrayObject_obj = ((PyArrayObject *)__pyx_4);
     Py_DECREF(__pyx_4); __pyx_4 = 0;
@@ -1793,7 +1842,7 @@ static PyObject *__pyx_f_6mtrand_11RandomState_seed(PyObject *__pyx_v_self, PyOb
   }
   __pyx_L2:;
 
-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
   goto __pyx_L0;
   __pyx_L1:;
   Py_XDECREF(__pyx_2);
@@ -1825,7 +1874,7 @@ static PyObject *__pyx_f_6mtrand_11RandomState_get_state(PyObject *__pyx_v_self,
   static char *__pyx_argnames[] = {0};
   if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "", __pyx_argnames)) return 0;
   Py_INCREF(__pyx_v_self);
-  arrayObject_state = (void *)Py_None; Py_INCREF((PyObject *) arrayObject_state);
+  arrayObject_state = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
 
   /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":512 */
   __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 512; goto __pyx_L1;}
@@ -1841,7 +1890,7 @@ static PyObject *__pyx_f_6mtrand_11RandomState_get_state(PyObject *__pyx_v_self,
   __pyx_1 = PyObject_CallObject(__pyx_2, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 512; goto __pyx_L1;}
   Py_DECREF(__pyx_2); __pyx_2 = 0;
   Py_DECREF(__pyx_4); __pyx_4 = 0;
-  Py_INCREF(((PyObject *)__pyx_1));
+  Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
   Py_DECREF(((PyObject *)arrayObject_state));
   arrayObject_state = ((PyArrayObject *)__pyx_1);
   Py_DECREF(__pyx_1); __pyx_1 = 0;
@@ -1862,7 +1911,7 @@ static PyObject *__pyx_f_6mtrand_11RandomState_get_state(PyObject *__pyx_v_self,
   __pyx_2 = 0;
   goto __pyx_L0;
 
-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
   goto __pyx_L0;
   __pyx_L1:;
   Py_XDECREF(__pyx_1);
@@ -1902,9 +1951,9 @@ static PyObject *__pyx_f_6mtrand_11RandomState_set_state(PyObject *__pyx_v_self,
   if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "O", __pyx_argnames, &__pyx_v_state)) return 0;
   Py_INCREF(__pyx_v_self);
   Py_INCREF(__pyx_v_state);
-  arrayObject_obj = (void *)Py_None; Py_INCREF((PyObject *) arrayObject_obj);
-  __pyx_v_algorithm_name = Py_None; Py_INCREF(__pyx_v_algorithm_name);
-  __pyx_v_key = Py_None; Py_INCREF(__pyx_v_key);
+  arrayObject_obj = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
+  __pyx_v_algorithm_name = Py_None; Py_INCREF(Py_None);
+  __pyx_v_key = Py_None; Py_INCREF(Py_None);
 
   /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":525 */
   __pyx_1 = PyInt_FromLong(0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 525; goto __pyx_L1;}
@@ -1964,7 +2013,7 @@ static PyObject *__pyx_f_6mtrand_11RandomState_set_state(PyObject *__pyx_v_self,
   __pyx_2 = PyObject_CallObject(__pyx_4, __pyx_6); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 529; goto __pyx_L1;}
   Py_DECREF(__pyx_4); __pyx_4 = 0;
   Py_DECREF(__pyx_6); __pyx_6 = 0;
-  Py_INCREF(((PyObject *)__pyx_2));
+  Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
   Py_DECREF(((PyObject *)arrayObject_obj));
   arrayObject_obj = ((PyArrayObject *)__pyx_2);
   Py_DECREF(__pyx_2); __pyx_2 = 0;
@@ -1994,7 +2043,7 @@ static PyObject *__pyx_f_6mtrand_11RandomState_set_state(PyObject *__pyx_v_self,
   /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":533 */
   ((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state->pos = __pyx_v_pos;
 
-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
   goto __pyx_L0;
   __pyx_L1:;
   Py_XDECREF(__pyx_1);
@@ -2033,7 +2082,7 @@ static PyObject *__pyx_f_6mtrand_11RandomState___getstate__(PyObject *__pyx_v_se
   __pyx_3 = 0;
   goto __pyx_L0;
 
-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
   goto __pyx_L0;
   __pyx_L1:;
   Py_XDECREF(__pyx_1);
@@ -2068,7 +2117,7 @@ static PyObject *__pyx_f_6mtrand_11RandomState___setstate__(PyObject *__pyx_v_se
   Py_DECREF(__pyx_2); __pyx_2 = 0;
   Py_DECREF(__pyx_3); __pyx_3 = 0;
 
-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
   goto __pyx_L0;
   __pyx_L1:;
   Py_XDECREF(__pyx_1);
@@ -2120,7 +2169,7 @@ static PyObject *__pyx_f_6mtrand_11RandomState___reduce__(PyObject *__pyx_v_self
   __pyx_3 = 0;
   goto __pyx_L0;
 
-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
   goto __pyx_L0;
   __pyx_L1:;
   Py_XDECREF(__pyx_1);
@@ -2153,7 +2202,7 @@ static PyObject *__pyx_f_6mtrand_11RandomState_random_sample(PyObject *__pyx_v_s
   __pyx_1 = 0;
   goto __pyx_L0;
 
-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
   goto __pyx_L0;
   __pyx_L1:;
   Py_XDECREF(__pyx_1);
@@ -2183,7 +2232,7 @@ static PyObject *__pyx_f_6mtrand_11RandomState_tomaxint(PyObject *__pyx_v_self,
   __pyx_1 = 0;
   goto __pyx_L0;
 
-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
   goto __pyx_L0;
   __pyx_L1:;
   Py_XDECREF(__pyx_1);
@@ -2226,7 +2275,7 @@ static PyObject *__pyx_f_6mtrand_11RandomState_randint(PyObject *__pyx_v_self, P
   Py_INCREF(__pyx_v_low);
   Py_INCREF(__pyx_v_high);
   Py_INCREF(__pyx_v_size);
-  arrayObject = (void *)Py_None; Py_INCREF((PyObject *) arrayObject);
+  arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
 
   /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":573 */
   __pyx_1 = __pyx_v_high == Py_None;
@@ -2300,7 +2349,7 @@ static PyObject *__pyx_f_6mtrand_11RandomState_randint(PyObject *__pyx_v_self, P
     __pyx_3 = PyObject_CallObject(__pyx_5, __pyx_4); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 587; goto __pyx_L1;}
     Py_DECREF(__pyx_5); __pyx_5 = 0;
     Py_DECREF(__pyx_4); __pyx_4 = 0;
-    Py_INCREF(((PyObject *)__pyx_3));
+    Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
     Py_DECREF(((PyObject *)arrayObject));
     arrayObject = ((PyArrayObject *)__pyx_3);
     Py_DECREF(__pyx_3); __pyx_3 = 0;
@@ -2316,7 +2365,9 @@ static PyObject *__pyx_f_6mtrand_11RandomState_randint(PyObject *__pyx_v_self, P
 
       /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":591 */
       (__pyx_v_array_data[__pyx_v_i]) = (__pyx_v_lo + ((long )rk_interval(__pyx_v_diff,((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state)));
+      __pyx_L5:;
     }
+    __pyx_L6:;
 
     /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":592 */
     Py_INCREF(((PyObject *)arrayObject));
@@ -2325,7 +2376,7 @@ static PyObject *__pyx_f_6mtrand_11RandomState_randint(PyObject *__pyx_v_self, P
   }
   __pyx_L4:;
 
-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
   goto __pyx_L0;
   __pyx_L1:;
   Py_XDECREF(__pyx_3);
@@ -2351,9 +2402,9 @@ static PyObject *__pyx_f_6mtrand_11RandomState_bytes(PyObject *__pyx_v_self, PyO
   PyObject *__pyx_r;
   PyObject *__pyx_1 = 0;
   static char *__pyx_argnames[] = {"length",0};
-  if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "i", __pyx_argnames, &__pyx_v_length)) return 0;
+  if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "I", __pyx_argnames, &__pyx_v_length)) return 0;
   Py_INCREF(__pyx_v_self);
-  __pyx_v_bytestring = Py_None; Py_INCREF(__pyx_v_bytestring);
+  __pyx_v_bytestring = Py_None; Py_INCREF(Py_None);
 
   /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":600 */
   __pyx_v_bytes = PyMem_Malloc(__pyx_v_length);
@@ -2375,7 +2426,7 @@ static PyObject *__pyx_f_6mtrand_11RandomState_bytes(PyObject *__pyx_v_self, PyO
   __pyx_r = __pyx_v_bytestring;
   goto __pyx_L0;
 
-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
   goto __pyx_L0;
   __pyx_L1:;
   Py_XDECREF(__pyx_1);
@@ -2412,23 +2463,23 @@ static PyObject *__pyx_f_6mtrand_11RandomState_uniform(PyObject *__pyx_v_self, P
   Py_INCREF(__pyx_v_low);
   Py_INCREF(__pyx_v_high);
   Py_INCREF(__pyx_v_size);
-  __pyx_v_olow = (void *)Py_None; Py_INCREF((PyObject *) __pyx_v_olow);
-  __pyx_v_ohigh = (void *)Py_None; Py_INCREF((PyObject *) __pyx_v_ohigh);
-  __pyx_v_odiff = (void *)Py_None; Py_INCREF((PyObject *) __pyx_v_odiff);
-  __pyx_v_temp = Py_None; Py_INCREF(__pyx_v_temp);
+  __pyx_v_olow = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
+  __pyx_v_ohigh = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
+  __pyx_v_odiff = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
+  __pyx_v_temp = Py_None; Py_INCREF(Py_None);
 
   /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":615 */
   __pyx_1 = PyArray_FROM_OTF(__pyx_v_low,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 615; goto __pyx_L1;}
-  Py_INCREF(((PyObject *)__pyx_1));
+  Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
   Py_DECREF(((PyObject *)__pyx_v_olow));
-  __pyx_v_olow = ((PyObject *)__pyx_1);
+  __pyx_v_olow = ((PyArrayObject *)__pyx_1);
   Py_DECREF(__pyx_1); __pyx_1 = 0;
 
   /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":616 */
   __pyx_1 = PyArray_FROM_OTF(__pyx_v_high,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 616; goto __pyx_L1;}
-  Py_INCREF(((PyObject *)__pyx_1));
+  Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
   Py_DECREF(((PyObject *)__pyx_v_ohigh));
-  __pyx_v_ohigh = ((PyObject *)__pyx_1);
+  __pyx_v_ohigh = ((PyArrayObject *)__pyx_1);
   Py_DECREF(__pyx_1); __pyx_1 = 0;
 
   /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":617 */
@@ -2450,20 +2501,20 @@ static PyObject *__pyx_f_6mtrand_11RandomState_uniform(PyObject *__pyx_v_self, P
   /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":618 */
   Py_INCREF(__pyx_v_temp);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":619 */
-  __pyx_2 = PyArray_EnsureArray(__pyx_v_temp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 619; goto __pyx_L1;}
-  Py_INCREF(((PyObject *)__pyx_2));
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":620 */
+  __pyx_2 = PyArray_EnsureArray(__pyx_v_temp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 620; goto __pyx_L1;}
+  Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
   Py_DECREF(((PyObject *)__pyx_v_odiff));
-  __pyx_v_odiff = ((PyObject *)__pyx_2);
+  __pyx_v_odiff = ((PyArrayObject *)__pyx_2);
   Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":620 */
-  __pyx_1 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_uniform,__pyx_v_size,__pyx_v_olow,__pyx_v_odiff); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 620; goto __pyx_L1;}
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":621 */
+  __pyx_1 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_uniform,__pyx_v_size,__pyx_v_olow,__pyx_v_odiff); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 621; goto __pyx_L1;}
   __pyx_r = __pyx_1;
   __pyx_1 = 0;
   goto __pyx_L0;
 
-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
   goto __pyx_L0;
   __pyx_L1:;
   Py_XDECREF(__pyx_1);
@@ -2507,25 +2558,25 @@ static PyObject *__pyx_f_6mtrand_11RandomState_rand(PyObject *__pyx_v_self, PyOb
   }
   Py_INCREF(__pyx_v_self);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":633 */
-  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_len); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 633; goto __pyx_L1;}
-  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 633; goto __pyx_L1;}
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":634 */
+  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_len); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 634; goto __pyx_L1;}
+  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 634; goto __pyx_L1;}
   Py_INCREF(__pyx_v_args);
   PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_args);
-  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 633; goto __pyx_L1;}
+  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 634; goto __pyx_L1;}
   Py_DECREF(__pyx_1); __pyx_1 = 0;
   Py_DECREF(__pyx_2); __pyx_2 = 0;
-  __pyx_1 = PyInt_FromLong(0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 633; goto __pyx_L1;}
-  if (PyObject_Cmp(__pyx_3, __pyx_1, &__pyx_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 633; goto __pyx_L1;}
+  __pyx_1 = PyInt_FromLong(0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 634; goto __pyx_L1;}
+  if (PyObject_Cmp(__pyx_3, __pyx_1, &__pyx_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 634; goto __pyx_L1;}
   __pyx_4 = __pyx_4 == 0;
   Py_DECREF(__pyx_3); __pyx_3 = 0;
   Py_DECREF(__pyx_1); __pyx_1 = 0;
   if (__pyx_4) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":634 */
-    __pyx_2 = PyObject_GetAttr(__pyx_v_self, __pyx_n_random_sample); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 634; goto __pyx_L1;}
-    __pyx_3 = PyTuple_New(0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 634; goto __pyx_L1;}
-    __pyx_1 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 634; goto __pyx_L1;}
+    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":635 */
+    __pyx_2 = PyObject_GetAttr(__pyx_v_self, __pyx_n_random_sample); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 635; goto __pyx_L1;}
+    __pyx_3 = PyTuple_New(0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 635; goto __pyx_L1;}
+    __pyx_1 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 635; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
     Py_DECREF(__pyx_3); __pyx_3 = 0;
     __pyx_r = __pyx_1;
@@ -2535,12 +2586,12 @@ static PyObject *__pyx_f_6mtrand_11RandomState_rand(PyObject *__pyx_v_self, PyOb
   }
   /*else*/ {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":636 */
-    __pyx_2 = PyObject_GetAttr(__pyx_v_self, __pyx_n_random_sample); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 636; goto __pyx_L1;}
-    __pyx_3 = PyTuple_New(0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 636; goto __pyx_L1;}
-    __pyx_1 = PyDict_New(); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 636; goto __pyx_L1;}
-    if (PyDict_SetItem(__pyx_1, __pyx_n_size, __pyx_v_args) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 636; goto __pyx_L1;}
-    __pyx_5 = PyEval_CallObjectWithKeywords(__pyx_2, __pyx_3, __pyx_1); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 636; goto __pyx_L1;}
+    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":637 */
+    __pyx_2 = PyObject_GetAttr(__pyx_v_self, __pyx_n_random_sample); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 637; goto __pyx_L1;}
+    __pyx_3 = PyTuple_New(0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 637; goto __pyx_L1;}
+    __pyx_1 = PyDict_New(); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 637; goto __pyx_L1;}
+    if (PyDict_SetItem(__pyx_1, __pyx_n_size, __pyx_v_args) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 637; goto __pyx_L1;}
+    __pyx_5 = PyEval_CallObjectWithKeywords(__pyx_2, __pyx_3, __pyx_1); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 637; goto __pyx_L1;}
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     Py_DECREF(__pyx_1); __pyx_1 = 0;
@@ -2550,7 +2601,7 @@ static PyObject *__pyx_f_6mtrand_11RandomState_rand(PyObject *__pyx_v_self, PyOb
   }
   __pyx_L2:;
 
-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
   goto __pyx_L0;
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@@ -2586,25 +2637,25 @@ static PyObject *__pyx_f_6mtrand_11RandomState_randn(PyObject *__pyx_v_self, PyO
   }
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":648 */
-  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_len); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 648; goto __pyx_L1;}
-  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 648; goto __pyx_L1;}
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":649 */
+  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_len); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 649; goto __pyx_L1;}
+  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 649; goto __pyx_L1;}
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-  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 648; goto __pyx_L1;}
+  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 649; goto __pyx_L1;}
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-  if (PyObject_Cmp(__pyx_3, __pyx_1, &__pyx_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 648; goto __pyx_L1;}
+  __pyx_1 = PyInt_FromLong(0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 649; goto __pyx_L1;}
+  if (PyObject_Cmp(__pyx_3, __pyx_1, &__pyx_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 649; goto __pyx_L1;}
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":649 */
-    __pyx_2 = PyObject_GetAttr(__pyx_v_self, __pyx_n_standard_normal); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 649; goto __pyx_L1;}
-    __pyx_3 = PyTuple_New(0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 649; goto __pyx_L1;}
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+    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":650 */
+    __pyx_2 = PyObject_GetAttr(__pyx_v_self, __pyx_n_standard_normal); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 650; goto __pyx_L1;}
+    __pyx_3 = PyTuple_New(0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 650; goto __pyx_L1;}
+    __pyx_1 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 650; goto __pyx_L1;}
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":651 */
-    __pyx_2 = PyObject_GetAttr(__pyx_v_self, __pyx_n_standard_normal); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 651; goto __pyx_L1;}
-    __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 651; goto __pyx_L1;}
+    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":652 */
+    __pyx_2 = PyObject_GetAttr(__pyx_v_self, __pyx_n_standard_normal); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 652; goto __pyx_L1;}
+    __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 652; goto __pyx_L1;}
     Py_INCREF(__pyx_v_args);
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+    __pyx_1 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 652; goto __pyx_L1;}
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-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
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   Py_INCREF(__pyx_v_size);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":660 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":661 */
   __pyx_1 = __pyx_v_high == Py_None;
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":661 */
+    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":662 */
     Py_INCREF(__pyx_v_low);
     Py_DECREF(__pyx_v_high);
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-    __pyx_2 = PyInt_FromLong(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 662; goto __pyx_L1;}
+    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":663 */
+    __pyx_2 = PyInt_FromLong(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 663; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":663 */
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-  __pyx_3 = PyInt_FromLong(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 663; goto __pyx_L1;}
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+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":664 */
+  __pyx_2 = PyObject_GetAttr(__pyx_v_self, __pyx_n_randint); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 664; goto __pyx_L1;}
+  __pyx_3 = PyInt_FromLong(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 664; goto __pyx_L1;}
+  __pyx_4 = PyNumber_Add(__pyx_v_high, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 664; goto __pyx_L1;}
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-  __pyx_3 = PyTuple_New(3); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 663; goto __pyx_L1;}
+  __pyx_3 = PyTuple_New(3); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 664; goto __pyx_L1;}
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+  __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 664; goto __pyx_L1;}
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-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
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@@ -2729,13 +2780,13 @@ static PyObject *__pyx_f_6mtrand_11RandomState_standard_normal(PyObject *__pyx_v
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":671 */
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+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":672 */
+  __pyx_1 = __pyx_f_6mtrand_cont0_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_gauss,__pyx_v_size); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 672; goto __pyx_L1;}
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-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
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-  __pyx_v_oscale = (void *)Py_None; Py_INCREF((PyObject *) __pyx_v_oscale);
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":680 */
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-  Py_INCREF(((PyObject *)__pyx_1));
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-  Py_INCREF(((PyObject *)__pyx_1));
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-  __pyx_v_oscale = ((PyObject *)__pyx_1);
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+  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 683; goto __pyx_L1;}
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-  __pyx_v_ob = (void *)Py_None; Py_INCREF((PyObject *) __pyx_v_ob);
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-  __pyx_v_oa = ((PyObject *)__pyx_1);
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":700 */
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 710; goto __pyx_L1;}
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-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
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+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":730 */
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-  __pyx_v_oscale = (void *)Py_None; Py_INCREF((PyObject *) __pyx_v_oscale);
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":806 */
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+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":807 */
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 824; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":825 */
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+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":826 */
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-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
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@@ -4140,71 +4191,71 @@ static PyObject *__pyx_f_6mtrand_11RandomState_vonmises(PyObject *__pyx_v_self,
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-  __pyx_v_okappa = (void *)Py_None; Py_INCREF((PyObject *) __pyx_v_okappa);
+  __pyx_v_omu = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
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-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
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-  __pyx_v_oa = (void *)Py_None; Py_INCREF((PyObject *) __pyx_v_oa);
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":847 */
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-  Py_INCREF(((PyObject *)__pyx_1));
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-  __pyx_v_oa = ((PyObject *)__pyx_1);
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 849; goto __pyx_L1;}
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+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":851 */
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 860; goto __pyx_L1;}
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+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":862 */
+  __pyx_4 = __pyx_f_6mtrand_cont1_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_weibull,__pyx_v_size,__pyx_v_oa); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 862; goto __pyx_L1;}
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-  __pyx_v_oa = (void *)Py_None; Py_INCREF((PyObject *) __pyx_v_oa);
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 871; goto __pyx_L1;}
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+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":873 */
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 884; goto __pyx_L1;}
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+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":886 */
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-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
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-  __pyx_v_oscale = (void *)Py_None; Py_INCREF((PyObject *) __pyx_v_oscale);
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+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":899 */
+  __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;}
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-  __pyx_v_oscale = (void *)Py_None; Py_INCREF((PyObject *) __pyx_v_oscale);
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     Py_DECREF(__pyx_3); __pyx_3 = 0;
-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 910; goto __pyx_L1;}
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+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":912 */
+  __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;}
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-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
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@@ -4865,73 +4916,73 @@ static PyObject *__pyx_f_6mtrand_11RandomState_lognormal(PyObject *__pyx_v_self,
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-  __pyx_v_omean = (void *)Py_None; Py_INCREF((PyObject *) __pyx_v_omean);
-  __pyx_v_osigma = (void *)Py_None; Py_INCREF((PyObject *) __pyx_v_osigma);
+  __pyx_v_omean = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
+  __pyx_v_osigma = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":925 */
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-  if (!__Pyx_TypeTest(__pyx_1, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 925; goto __pyx_L1;}
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+  __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;}
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-  __pyx_v_omean = __pyx_1;
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-  __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 927; goto __pyx_L1;}
+  __pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 928; goto __pyx_L1;}
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+  __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 928; goto __pyx_L1;}
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 928; goto __pyx_L1;}
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-  __pyx_4 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_lognormal,__pyx_v_size,((PyArrayObject *)__pyx_v_mean),((PyArrayObject *)__pyx_v_sigma)); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 929; goto __pyx_L1;}
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":930 */
+  if (!__Pyx_TypeTest(__pyx_v_mean, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 930; goto __pyx_L1;}
+  if (!__Pyx_TypeTest(__pyx_v_sigma, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 930; goto __pyx_L1;}
+  __pyx_4 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_lognormal,__pyx_v_size,((PyArrayObject *)__pyx_v_mean),((PyArrayObject *)__pyx_v_sigma)); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 930; goto __pyx_L1;}
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-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
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@@ -4973,63 +5024,63 @@ static PyObject *__pyx_f_6mtrand_11RandomState_rayleigh(PyObject *__pyx_v_self,
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   Py_INCREF(__pyx_v_size);
-  __pyx_v_oscale = (void *)Py_None; Py_INCREF((PyObject *) __pyx_v_oscale);
+  __pyx_v_oscale = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":937 */
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-  Py_INCREF(((PyObject *)__pyx_1));
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+  __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;}
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+  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 939; goto __pyx_L1;}
+  __pyx_3 = PyObject_GetAttr(__pyx_1, __pyx_n_less_equal); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 939; goto __pyx_L1;}
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+  __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 939; goto __pyx_L1;}
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+  __pyx_1 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 939; goto __pyx_L1;}
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+  __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 939; goto __pyx_L1;}
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+    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":940 */
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 939; goto __pyx_L1;}
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-  __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1112; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1113 */
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+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1148 */
+  __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1148; goto __pyx_L1;}
+  __pyx_5 = PyObject_GetAttr(__pyx_2, __pyx_n_add); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1148; goto __pyx_L1;}
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+  __pyx_1 = PyObject_CallObject(__pyx_5, __pyx_3); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1148; goto __pyx_L1;}
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-  __pyx_5 = PyTuple_New(1); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1148; goto __pyx_L1;}
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1149 */
+  __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_tuple); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1149; goto __pyx_L1;}
+  __pyx_5 = PyTuple_New(1); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1149; goto __pyx_L1;}
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+  __pyx_3 = PyObject_CallObject(__pyx_2, __pyx_5); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1149; goto __pyx_L1;}
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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;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1149 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1150 */
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-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
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-  arrayObject_mnarr = (void *)Py_None; Py_INCREF((PyObject *) arrayObject_mnarr);
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-  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1167; goto __pyx_L1;}
+  arrayObject_parr = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
+  arrayObject_mnarr = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
+  __pyx_v_shape = Py_None; Py_INCREF(Py_None);
+  __pyx_v_multin = Py_None; Py_INCREF(Py_None);
+
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1168 */
+  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_len); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1168; goto __pyx_L1;}
+  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1168; goto __pyx_L1;}
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+  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1168; goto __pyx_L1;}
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-  __pyx_4 = PyInt_AsLong(__pyx_3); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1167; goto __pyx_L1;}
+  __pyx_4 = PyInt_AsLong(__pyx_3); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1168; goto __pyx_L1;}
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-  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_PyArray_ContiguousFromObject); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1168; goto __pyx_L1;}
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-  __pyx_3 = PyInt_FromLong(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1168; goto __pyx_L1;}
-  __pyx_5 = PyInt_FromLong(1); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1168; goto __pyx_L1;}
-  __pyx_6 = PyTuple_New(4); if (!__pyx_6) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1168; goto __pyx_L1;}
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1169 */
+  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_PyArray_ContiguousFromObject); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1169; goto __pyx_L1;}
+  __pyx_2 = PyInt_FromLong(NPY_DOUBLE); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1169; goto __pyx_L1;}
+  __pyx_3 = PyInt_FromLong(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1169; goto __pyx_L1;}
+  __pyx_5 = PyInt_FromLong(1); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1169; goto __pyx_L1;}
+  __pyx_6 = PyTuple_New(4); if (!__pyx_6) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1169; goto __pyx_L1;}
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@@ -7034,43 +7085,43 @@ static PyObject *__pyx_f_6mtrand_11RandomState_multinomial(PyObject *__pyx_v_sel
   __pyx_2 = 0;
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-  __pyx_2 = PyObject_CallObject(__pyx_1, __pyx_6); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1168; goto __pyx_L1;}
+  __pyx_2 = PyObject_CallObject(__pyx_1, __pyx_6); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1169; goto __pyx_L1;}
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   Py_DECREF(__pyx_6); __pyx_6 = 0;
-  Py_INCREF(((PyObject *)__pyx_2));
+  Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1169 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1170 */
   __pyx_v_pix = ((double (*))arrayObject_parr->data);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1171 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1172 */
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1172 */
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-    __pyx_5 = PyTuple_New(1); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1172; goto __pyx_L1;}
+    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1173 */
+    __pyx_3 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1173; goto __pyx_L1;}
+    __pyx_5 = PyTuple_New(1); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1173; goto __pyx_L1;}
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-    __pyx_1 = PyObject_CallObject(__pyx_3, __pyx_5); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1172; goto __pyx_L1;}
+    __pyx_1 = PyObject_CallObject(__pyx_3, __pyx_5); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1173; goto __pyx_L1;}
     Py_DECREF(__pyx_3); __pyx_3 = 0;
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     Py_DECREF(__pyx_1); __pyx_1 = 0;
-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1172; goto __pyx_L1;}
+    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1173; goto __pyx_L1;}
     goto __pyx_L2;
   }
   __pyx_L2:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1174 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1175 */
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1175 */
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-    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1175; goto __pyx_L1;}
+    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1176 */
+    __pyx_6 = PyInt_FromLong(__pyx_v_d); if (!__pyx_6) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1176; goto __pyx_L1;}
+    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1176; goto __pyx_L1;}
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@@ -7078,22 +7129,22 @@ static PyObject *__pyx_f_6mtrand_11RandomState_multinomial(PyObject *__pyx_v_sel
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-  __pyx_3 = __Pyx_GetName(__pyx_b, __pyx_n_type); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1176; goto __pyx_L1;}
-  __pyx_5 = PyTuple_New(1); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1176; goto __pyx_L1;}
+  __pyx_3 = __Pyx_GetName(__pyx_b, __pyx_n_type); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
+  __pyx_5 = PyTuple_New(1); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
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-  __pyx_1 = PyObject_CallObject(__pyx_3, __pyx_5); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1176; goto __pyx_L1;}
+  __pyx_1 = PyObject_CallObject(__pyx_3, __pyx_5); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
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+  __pyx_6 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_6) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1177 */
-    __pyx_2 = PyInt_FromLong(__pyx_v_d); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
-    __pyx_3 = PyTuple_New(2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
+    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1178 */
+    __pyx_2 = PyInt_FromLong(__pyx_v_d); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1178; goto __pyx_L1;}
+    __pyx_3 = PyTuple_New(2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1178; goto __pyx_L1;}
     Py_INCREF(__pyx_v_size);
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@@ -7105,12 +7156,12 @@ static PyObject *__pyx_f_6mtrand_11RandomState_multinomial(PyObject *__pyx_v_sel
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1179 */
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-    __pyx_1 = PyTuple_New(1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1179; goto __pyx_L1;}
+    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1180 */
+    __pyx_5 = PyInt_FromLong(__pyx_v_d); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1180; goto __pyx_L1;}
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+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1182 */
+  __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1182; goto __pyx_L1;}
+  __pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_zeros); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1182; goto __pyx_L1;}
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-  __pyx_1 = PyTuple_New(2); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1181; goto __pyx_L1;}
+  __pyx_5 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1182; goto __pyx_L1;}
+  __pyx_1 = PyTuple_New(2); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1182; goto __pyx_L1;}
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+  __pyx_6 = PyObject_CallObject(__pyx_3, __pyx_1); if (!__pyx_6) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1182; goto __pyx_L1;}
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   arrayObject_mnarr = ((PyArrayObject *)__pyx_v_multin);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1183 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1184 */
   __pyx_v_mnix = ((long (*))arrayObject_mnarr->data);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1184 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1185 */
   __pyx_v_i = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1185 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1186 */
   while (1) {
+    __pyx_L4:;
     __pyx_7 = (__pyx_v_i < PyArray_SIZE(arrayObject_mnarr));
     if (!__pyx_7) break;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1186 */
+    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1187 */
     __pyx_v_Sum = 1.0;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1187 */
+    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1188 */
     __pyx_v_dn = __pyx_v_n;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1188 */
+    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1189 */
     __pyx_4 = (__pyx_v_d - 1);
     for (__pyx_v_j = 0; __pyx_v_j < __pyx_4; ++__pyx_v_j) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1189 */
+      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1190 */
       (__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));
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1190 */
+      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1191 */
       __pyx_v_dn = (__pyx_v_dn - (__pyx_v_mnix[(__pyx_v_i + __pyx_v_j)]));
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1191 */
+      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1192 */
       __pyx_7 = (__pyx_v_dn <= 0);
       if (__pyx_7) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1192 */
+        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1193 */
         goto __pyx_L7;
         goto __pyx_L8;
       }
       __pyx_L8:;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1193 */
+      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1194 */
       __pyx_v_Sum = (__pyx_v_Sum - (__pyx_v_pix[__pyx_v_j]));
+      __pyx_L6:;
     }
     __pyx_L7:;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1194 */
+    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1195 */
     __pyx_7 = (__pyx_v_dn > 0);
     if (__pyx_7) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1195 */
+      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1196 */
       (__pyx_v_mnix[((__pyx_v_i + __pyx_v_d) - 1)]) = __pyx_v_dn;
       goto __pyx_L9;
     }
     __pyx_L9:;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1197 */
+    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1198 */
     __pyx_v_i = (__pyx_v_i + __pyx_v_d);
   }
+  __pyx_L5:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1199 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1200 */
   Py_INCREF(__pyx_v_multin);
   __pyx_r = __pyx_v_multin;
   goto __pyx_L0;
 
-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
   goto __pyx_L0;
   __pyx_L1:;
   Py_XDECREF(__pyx_1);
@@ -7239,51 +7293,53 @@ static PyObject *__pyx_f_6mtrand_11RandomState_shuffle(PyObject *__pyx_v_self, P
   Py_INCREF(__pyx_v_self);
   Py_INCREF(__pyx_v_x);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1210 */
-  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_len); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1210; goto __pyx_L1;}
-  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1210; goto __pyx_L1;}
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1211 */
+  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_len); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1211; goto __pyx_L1;}
+  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1211; goto __pyx_L1;}
   Py_INCREF(__pyx_v_x);
   PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_x);
-  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1210; goto __pyx_L1;}
+  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1211; goto __pyx_L1;}
   Py_DECREF(__pyx_1); __pyx_1 = 0;
   Py_DECREF(__pyx_2); __pyx_2 = 0;
-  __pyx_1 = PyInt_FromLong(1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1210; goto __pyx_L1;}
-  __pyx_2 = PyNumber_Subtract(__pyx_3, __pyx_1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1210; goto __pyx_L1;}
+  __pyx_1 = PyInt_FromLong(1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1211; goto __pyx_L1;}
+  __pyx_2 = PyNumber_Subtract(__pyx_3, __pyx_1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1211; goto __pyx_L1;}
   Py_DECREF(__pyx_3); __pyx_3 = 0;
   Py_DECREF(__pyx_1); __pyx_1 = 0;
-  __pyx_4 = PyInt_AsLong(__pyx_2); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1210; goto __pyx_L1;}
+  __pyx_4 = PyInt_AsLong(__pyx_2); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1211; goto __pyx_L1;}
   Py_DECREF(__pyx_2); __pyx_2 = 0;
   __pyx_v_i = __pyx_4;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1211 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1212 */
   while (1) {
+    __pyx_L2:;
     __pyx_5 = (__pyx_v_i > 0);
     if (!__pyx_5) break;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1212 */
+    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1213 */
     __pyx_v_j = rk_interval(__pyx_v_i,((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1213 */
-    __pyx_3 = PyInt_FromLong(__pyx_v_j); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1213; goto __pyx_L1;}
-    __pyx_1 = PyObject_GetItem(__pyx_v_x, __pyx_3); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1213; goto __pyx_L1;}
+    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1214 */
+    __pyx_3 = PyInt_FromLong(__pyx_v_j); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1214; goto __pyx_L1;}
+    __pyx_1 = PyObject_GetItem(__pyx_v_x, __pyx_3); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1214; goto __pyx_L1;}
     Py_DECREF(__pyx_3); __pyx_3 = 0;
-    __pyx_2 = PyInt_FromLong(__pyx_v_i); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1213; goto __pyx_L1;}
-    __pyx_3 = PyObject_GetItem(__pyx_v_x, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1213; goto __pyx_L1;}
+    __pyx_2 = PyInt_FromLong(__pyx_v_i); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1214; goto __pyx_L1;}
+    __pyx_3 = PyObject_GetItem(__pyx_v_x, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1214; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    __pyx_2 = PyInt_FromLong(__pyx_v_i); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1213; goto __pyx_L1;}
-    if (PyObject_SetItem(__pyx_v_x, __pyx_2, __pyx_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1213; goto __pyx_L1;}
+    __pyx_2 = PyInt_FromLong(__pyx_v_i); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1214; goto __pyx_L1;}
+    if (PyObject_SetItem(__pyx_v_x, __pyx_2, __pyx_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1214; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
     Py_DECREF(__pyx_1); __pyx_1 = 0;
-    __pyx_2 = PyInt_FromLong(__pyx_v_j); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1213; goto __pyx_L1;}
-    if (PyObject_SetItem(__pyx_v_x, __pyx_2, __pyx_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1213; goto __pyx_L1;}
+    __pyx_2 = PyInt_FromLong(__pyx_v_j); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1214; goto __pyx_L1;}
+    if (PyObject_SetItem(__pyx_v_x, __pyx_2, __pyx_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1214; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
     Py_DECREF(__pyx_3); __pyx_3 = 0;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1214 */
+    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1215 */
     __pyx_v_i = (__pyx_v_i - 1);
   }
+  __pyx_L3:;
 
-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
   goto __pyx_L0;
   __pyx_L1:;
   Py_XDECREF(__pyx_1);
@@ -7313,30 +7369,30 @@ static PyObject *__pyx_f_6mtrand_11RandomState_permutation(PyObject *__pyx_v_sel
   if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "O", __pyx_argnames, &__pyx_v_x)) return 0;
   Py_INCREF(__pyx_v_self);
   Py_INCREF(__pyx_v_x);
-  __pyx_v_arr = Py_None; Py_INCREF(__pyx_v_arr);
+  __pyx_v_arr = Py_None; Py_INCREF(Py_None);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1222 */
-  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_type); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1222; goto __pyx_L1;}
-  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1222; goto __pyx_L1;}
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1223 */
+  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_type); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1223; goto __pyx_L1;}
+  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1223; goto __pyx_L1;}
   Py_INCREF(__pyx_v_x);
   PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_x);
-  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1222; goto __pyx_L1;}
+  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1223; goto __pyx_L1;}
   Py_DECREF(__pyx_1); __pyx_1 = 0;
   Py_DECREF(__pyx_2); __pyx_2 = 0;
-  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1222; goto __pyx_L1;}
+  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1223; goto __pyx_L1;}
   __pyx_4 = __pyx_3 == __pyx_1;
   Py_DECREF(__pyx_3); __pyx_3 = 0;
   Py_DECREF(__pyx_1); __pyx_1 = 0;
   if (__pyx_4) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1223 */
-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1223; goto __pyx_L1;}
-    __pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_arange); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1223; goto __pyx_L1;}
+    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1224 */
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1224; goto __pyx_L1;}
+    __pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_arange); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1224; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    __pyx_1 = PyTuple_New(1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1223; goto __pyx_L1;}
+    __pyx_1 = PyTuple_New(1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1224; goto __pyx_L1;}
     Py_INCREF(__pyx_v_x);
     PyTuple_SET_ITEM(__pyx_1, 0, __pyx_v_x);
-    __pyx_2 = PyObject_CallObject(__pyx_3, __pyx_1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1223; goto __pyx_L1;}
+    __pyx_2 = PyObject_CallObject(__pyx_3, __pyx_1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1224; goto __pyx_L1;}
     Py_DECREF(__pyx_3); __pyx_3 = 0;
     Py_DECREF(__pyx_1); __pyx_1 = 0;
     Py_DECREF(__pyx_v_arr);
@@ -7346,14 +7402,14 @@ static PyObject *__pyx_f_6mtrand_11RandomState_permutation(PyObject *__pyx_v_sel
   }
   /*else*/ {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1225 */
-    __pyx_3 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1225; goto __pyx_L1;}
-    __pyx_1 = PyObject_GetAttr(__pyx_3, __pyx_n_array); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1225; goto __pyx_L1;}
+    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1226 */
+    __pyx_3 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1226; goto __pyx_L1;}
+    __pyx_1 = PyObject_GetAttr(__pyx_3, __pyx_n_array); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1226; goto __pyx_L1;}
     Py_DECREF(__pyx_3); __pyx_3 = 0;
-    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1225; goto __pyx_L1;}
+    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1226; goto __pyx_L1;}
     Py_INCREF(__pyx_v_x);
     PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_x);
-    __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1225; goto __pyx_L1;}
+    __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1226; goto __pyx_L1;}
     Py_DECREF(__pyx_1); __pyx_1 = 0;
     Py_DECREF(__pyx_2); __pyx_2 = 0;
     Py_DECREF(__pyx_v_arr);
@@ -7362,22 +7418,22 @@ static PyObject *__pyx_f_6mtrand_11RandomState_permutation(PyObject *__pyx_v_sel
   }
   __pyx_L2:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1226 */
-  __pyx_1 = PyObject_GetAttr(__pyx_v_self, __pyx_n_shuffle); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1226; goto __pyx_L1;}
-  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1226; goto __pyx_L1;}
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1227 */
+  __pyx_1 = PyObject_GetAttr(__pyx_v_self, __pyx_n_shuffle); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1227; goto __pyx_L1;}
+  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1227; goto __pyx_L1;}
   Py_INCREF(__pyx_v_arr);
   PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_arr);
-  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1226; goto __pyx_L1;}
+  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1227; goto __pyx_L1;}
   Py_DECREF(__pyx_1); __pyx_1 = 0;
   Py_DECREF(__pyx_2); __pyx_2 = 0;
   Py_DECREF(__pyx_3); __pyx_3 = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1227 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1228 */
   Py_INCREF(__pyx_v_arr);
   __pyx_r = __pyx_v_arr;
   goto __pyx_L0;
 
-  __pyx_r = Py_None; Py_INCREF(__pyx_r);
+  __pyx_r = Py_None; Py_INCREF(Py_None);
   goto __pyx_L0;
   __pyx_L1:;
   Py_XDECREF(__pyx_1);
@@ -7546,6 +7602,7 @@ static PyObject *__pyx_tp_new_6mtrand_RandomState(PyTypeObject *t, PyObject *a,
 }
 
 static void __pyx_tp_dealloc_6mtrand_RandomState(PyObject *o) {
+  struct __pyx_obj_6mtrand_RandomState *p = (struct __pyx_obj_6mtrand_RandomState *)o;
   {
     PyObject *etype, *eval, *etb;
     PyErr_Fetch(&etype, &eval, &etb);
@@ -7559,10 +7616,13 @@ static void __pyx_tp_dealloc_6mtrand_RandomState(PyObject *o) {
 }
 
 static int __pyx_tp_traverse_6mtrand_RandomState(PyObject *o, visitproc v, void *a) {
+  int e;
+  struct __pyx_obj_6mtrand_RandomState *p = (struct __pyx_obj_6mtrand_RandomState *)o;
   return 0;
 }
 
 static int __pyx_tp_clear_6mtrand_RandomState(PyObject *o) {
+  struct __pyx_obj_6mtrand_RandomState *p = (struct __pyx_obj_6mtrand_RandomState *)o;
   return 0;
 }
 
@@ -7686,7 +7746,7 @@ static PyBufferProcs __pyx_tp_as_buffer_RandomState = {
   0, /*bf_getcharbuffer*/
 };
 
-statichere PyTypeObject __pyx_type_6mtrand_RandomState = {
+PyTypeObject __pyx_type_6mtrand_RandomState = {
   PyObject_HEAD_INIT(0)
   0, /*ob_size*/
   "mtrand.RandomState", /*tp_name*/
@@ -7707,7 +7767,7 @@ statichere PyTypeObject __pyx_type_6mtrand_RandomState = {
   0, /*tp_getattro*/
   0, /*tp_setattro*/
   &__pyx_tp_as_buffer_RandomState, /*tp_as_buffer*/
-  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_BASETYPE, /*tp_flags*/
+  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
   "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*/
   __pyx_tp_traverse_6mtrand_RandomState, /*tp_traverse*/
   __pyx_tp_clear_6mtrand_RandomState, /*tp_clear*/
@@ -7739,8 +7799,10 @@ static struct PyMethodDef __pyx_methods[] = {
   {0, 0, 0, 0}
 };
 
-DL_EXPORT(void) initmtrand(void); /*proto*/
-DL_EXPORT(void) initmtrand(void) {
+static void __pyx_init_filenames(void); /*proto*/
+
+PyMODINIT_FUNC initmtrand(void); /*proto*/
+PyMODINIT_FUNC initmtrand(void) {
   PyObject *__pyx_1 = 0;
   PyObject *__pyx_2 = 0;
   PyObject *__pyx_3 = 0;
@@ -7759,6 +7821,7 @@ DL_EXPORT(void) initmtrand(void) {
   PyObject *__pyx_16 = 0;
   PyObject *__pyx_17 = 0;
   PyObject *__pyx_18 = 0;
+  __pyx_init_filenames();
   __pyx_m = Py_InitModule4("mtrand", __pyx_methods, 0, 0, PYTHON_API_VERSION);
   if (!__pyx_m) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; goto __pyx_L1;};
   __pyx_b = PyImport_AddModule("__builtin__");
@@ -7814,506 +7877,506 @@ DL_EXPORT(void) initmtrand(void) {
   Py_INCREF(Py_None);
   __pyx_k10 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":653 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":654 */
   Py_INCREF(Py_None);
   __pyx_k11 = Py_None;
   Py_INCREF(Py_None);
   __pyx_k12 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":666 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":667 */
   Py_INCREF(Py_None);
   __pyx_k13 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":673 */
-  __pyx_3 = PyFloat_FromDouble(0.0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 673; goto __pyx_L1;}
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":674 */
+  __pyx_3 = PyFloat_FromDouble(0.0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 674; goto __pyx_L1;}
   __pyx_k14 = __pyx_3;
   __pyx_3 = 0;
-  __pyx_4 = PyFloat_FromDouble(1.0); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 673; goto __pyx_L1;}
+  __pyx_4 = PyFloat_FromDouble(1.0); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 674; goto __pyx_L1;}
   __pyx_k15 = __pyx_4;
   __pyx_4 = 0;
   Py_INCREF(Py_None);
   __pyx_k16 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":686 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":687 */
   Py_INCREF(Py_None);
   __pyx_k17 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":702 */
-  __pyx_5 = PyFloat_FromDouble(1.0); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 702; goto __pyx_L1;}
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":703 */
+  __pyx_5 = PyFloat_FromDouble(1.0); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 703; goto __pyx_L1;}
   __pyx_k18 = __pyx_5;
   __pyx_5 = 0;
   Py_INCREF(Py_None);
   __pyx_k19 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":713 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":714 */
   Py_INCREF(Py_None);
   __pyx_k20 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":720 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":721 */
   Py_INCREF(Py_None);
   __pyx_k21 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":731 */
-  __pyx_6 = PyFloat_FromDouble(1.0); if (!__pyx_6) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 731; goto __pyx_L1;}
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":732 */
+  __pyx_6 = PyFloat_FromDouble(1.0); if (!__pyx_6) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 732; goto __pyx_L1;}
   __pyx_k22 = __pyx_6;
   __pyx_6 = 0;
   Py_INCREF(Py_None);
   __pyx_k23 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":746 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":747 */
   Py_INCREF(Py_None);
   __pyx_k24 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":761 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":762 */
   Py_INCREF(Py_None);
   __pyx_k25 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":782 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":783 */
   Py_INCREF(Py_None);
   __pyx_k26 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":793 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":794 */
   Py_INCREF(Py_None);
   __pyx_k27 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":809 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":810 */
   Py_INCREF(Py_None);
   __pyx_k28 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":816 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":817 */
   Py_INCREF(Py_None);
   __pyx_k29 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":827 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":828 */
   Py_INCREF(Py_None);
   __pyx_k30 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":841 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":842 */
   Py_INCREF(Py_None);
   __pyx_k31 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":852 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":853 */
   Py_INCREF(Py_None);
   __pyx_k32 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":863 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":864 */
   Py_INCREF(Py_None);
   __pyx_k33 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":874 */
-  __pyx_7 = PyFloat_FromDouble(0.0); if (!__pyx_7) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 874; goto __pyx_L1;}
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":875 */
+  __pyx_7 = PyFloat_FromDouble(0.0); if (!__pyx_7) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 875; goto __pyx_L1;}
   __pyx_k34 = __pyx_7;
   __pyx_7 = 0;
-  __pyx_8 = PyFloat_FromDouble(1.0); if (!__pyx_8) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 874; goto __pyx_L1;}
+  __pyx_8 = PyFloat_FromDouble(1.0); if (!__pyx_8) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 875; goto __pyx_L1;}
   __pyx_k35 = __pyx_8;
   __pyx_8 = 0;
   Py_INCREF(Py_None);
   __pyx_k36 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":887 */
-  __pyx_9 = PyFloat_FromDouble(0.0); if (!__pyx_9) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 887; goto __pyx_L1;}
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":888 */
+  __pyx_9 = PyFloat_FromDouble(0.0); if (!__pyx_9) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 888; goto __pyx_L1;}
   __pyx_k37 = __pyx_9;
   __pyx_9 = 0;
-  __pyx_10 = PyFloat_FromDouble(1.0); if (!__pyx_10) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 887; goto __pyx_L1;}
+  __pyx_10 = PyFloat_FromDouble(1.0); if (!__pyx_10) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 888; goto __pyx_L1;}
   __pyx_k38 = __pyx_10;
   __pyx_10 = 0;
   Py_INCREF(Py_None);
   __pyx_k39 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":900 */
-  __pyx_11 = PyFloat_FromDouble(0.0); if (!__pyx_11) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 900; goto __pyx_L1;}
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":901 */
+  __pyx_11 = PyFloat_FromDouble(0.0); if (!__pyx_11) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 901; goto __pyx_L1;}
   __pyx_k40 = __pyx_11;
   __pyx_11 = 0;
-  __pyx_12 = PyFloat_FromDouble(1.0); if (!__pyx_12) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 900; goto __pyx_L1;}
+  __pyx_12 = PyFloat_FromDouble(1.0); if (!__pyx_12) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 901; goto __pyx_L1;}
   __pyx_k41 = __pyx_12;
   __pyx_12 = 0;
   Py_INCREF(Py_None);
   __pyx_k42 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":913 */
-  __pyx_13 = PyFloat_FromDouble(0.0); if (!__pyx_13) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 913; goto __pyx_L1;}
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":914 */
+  __pyx_13 = PyFloat_FromDouble(0.0); if (!__pyx_13) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 914; goto __pyx_L1;}
   __pyx_k43 = __pyx_13;
   __pyx_13 = 0;
-  __pyx_14 = PyFloat_FromDouble(1.0); if (!__pyx_14) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 913; goto __pyx_L1;}
+  __pyx_14 = PyFloat_FromDouble(1.0); if (!__pyx_14) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 914; goto __pyx_L1;}
   __pyx_k44 = __pyx_14;
   __pyx_14 = 0;
   Py_INCREF(Py_None);
   __pyx_k45 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":931 */
-  __pyx_15 = PyFloat_FromDouble(1.0); if (!__pyx_15) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 931; goto __pyx_L1;}
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":932 */
+  __pyx_15 = PyFloat_FromDouble(1.0); if (!__pyx_15) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 932; goto __pyx_L1;}
   __pyx_k46 = __pyx_15;
   __pyx_15 = 0;
   Py_INCREF(Py_None);
   __pyx_k47 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":942 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":943 */
   Py_INCREF(Py_None);
   __pyx_k48 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":957 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":958 */
   Py_INCREF(Py_None);
   __pyx_k49 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":980 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":981 */
   Py_INCREF(Py_None);
   __pyx_k50 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":997 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":998 */
   Py_INCREF(Py_None);
   __pyx_k51 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1015 */
-  __pyx_16 = PyFloat_FromDouble(1.0); if (!__pyx_16) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1015; goto __pyx_L1;}
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1016 */
+  __pyx_16 = PyFloat_FromDouble(1.0); if (!__pyx_16) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1016; goto __pyx_L1;}
   __pyx_k52 = __pyx_16;
   __pyx_16 = 0;
   Py_INCREF(Py_None);
   __pyx_k53 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1026 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1027 */
   Py_INCREF(Py_None);
   __pyx_k54 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1037 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1038 */
   Py_INCREF(Py_None);
   __pyx_k55 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1051 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1052 */
   Py_INCREF(Py_None);
   __pyx_k56 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1079 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1080 */
   Py_INCREF(Py_None);
   __pyx_k57 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1093 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1094 */
   Py_INCREF(Py_None);
   __pyx_k58 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1151 */
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1152 */
   Py_INCREF(Py_None);
   __pyx_k59 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1229 */
-  __pyx_17 = PyTuple_New(0); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1229; goto __pyx_L1;}
-  __pyx_18 = PyObject_CallObject(((PyObject*)__pyx_ptype_6mtrand_RandomState), __pyx_17); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1229; goto __pyx_L1;}
-  Py_DECREF(__pyx_17); __pyx_17 = 0;
-  if (PyObject_SetAttr(__pyx_m, __pyx_n__rand, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1229; goto __pyx_L1;}
-  Py_DECREF(__pyx_18); __pyx_18 = 0;
-
   /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1230 */
-  __pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1230; goto __pyx_L1;}
-  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_seed); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1230; goto __pyx_L1;}
+  __pyx_17 = PyTuple_New(0); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1230; goto __pyx_L1;}
+  __pyx_18 = PyObject_CallObject(((PyObject*)__pyx_ptype_6mtrand_RandomState), __pyx_17); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1230; goto __pyx_L1;}
   Py_DECREF(__pyx_17); __pyx_17 = 0;
-  if (PyObject_SetAttr(__pyx_m, __pyx_n_seed, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1230; goto __pyx_L1;}
+  if (PyObject_SetAttr(__pyx_m, __pyx_n__rand, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1230; goto __pyx_L1;}
   Py_DECREF(__pyx_18); __pyx_18 = 0;
 
   /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1231 */
   __pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1231; goto __pyx_L1;}
-  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_get_state); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1231; goto __pyx_L1;}
+  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_seed); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1231; goto __pyx_L1;}
   Py_DECREF(__pyx_17); __pyx_17 = 0;
-  if (PyObject_SetAttr(__pyx_m, __pyx_n_get_state, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1231; goto __pyx_L1;}
+  if (PyObject_SetAttr(__pyx_m, __pyx_n_seed, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1231; goto __pyx_L1;}
   Py_DECREF(__pyx_18); __pyx_18 = 0;
 
   /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1232 */
   __pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1232; goto __pyx_L1;}
-  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_set_state); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1232; goto __pyx_L1;}
+  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_get_state); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1232; goto __pyx_L1;}
   Py_DECREF(__pyx_17); __pyx_17 = 0;
-  if (PyObject_SetAttr(__pyx_m, __pyx_n_set_state, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1232; goto __pyx_L1;}
+  if (PyObject_SetAttr(__pyx_m, __pyx_n_get_state, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1232; goto __pyx_L1;}
   Py_DECREF(__pyx_18); __pyx_18 = 0;
 
   /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1233 */
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+  if (PyObject_SetAttr(__pyx_m, __pyx_n_shuffle, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1277; goto __pyx_L1;}
+  Py_DECREF(__pyx_18); __pyx_18 = 0;
+
+  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1278 */
+  __pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1278; goto __pyx_L1;}
+  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_permutation); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1278; goto __pyx_L1;}
   Py_DECREF(__pyx_17); __pyx_17 = 0;
-  if (PyObject_SetAttr(__pyx_m, __pyx_n_permutation, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1277; goto __pyx_L1;}
+  if (PyObject_SetAttr(__pyx_m, __pyx_n_permutation, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1278; goto __pyx_L1;}
   Py_DECREF(__pyx_18); __pyx_18 = 0;
   return;
   __pyx_L1:;
@@ -8342,10 +8405,13 @@ static char *__pyx_filenames[] = {
   "mtrand.pyx",
   "numpy.pxi",
 };
-statichere char **__pyx_f = __pyx_filenames;
 
 /* Runtime support code */
 
+static void __pyx_init_filenames(void) {
+  __pyx_f = __pyx_filenames;
+}
+
 static int __Pyx_GetStarArgs(
     PyObject **args, 
     PyObject **kwds,
@@ -8410,8 +8476,10 @@ static int __Pyx_GetStarArgs(
 bad:
     Py_XDECREF(args1);
     Py_XDECREF(kwds1);
-    Py_XDECREF(*args2);
-    Py_XDECREF(*kwds2);
+    if (*args2)
+        Py_XDECREF(*args2);
+    if (*kwds2)
+        Py_XDECREF(*kwds2);
     return -1;
 }
 
@@ -8534,23 +8602,23 @@ static void __Pyx_UnpackError(void) {
 }
 
 static PyObject *__Pyx_UnpackItem(PyObject *seq, int i) {
-  PyObject *item = PySequence_GetItem(seq, i);
-  if (!item) {
+  PyObject *item;
+  if (!(item = PySequence_GetItem(seq, i))) {
     if (PyErr_ExceptionMatches(PyExc_IndexError))
-      __Pyx_UnpackError();
+    	__Pyx_UnpackError();
   }
   return item;
 }
 
 static int __Pyx_EndUnpack(PyObject *seq, int i) {
-  PyObject *item = PySequence_GetItem(seq, i);
-  if (item) {
+  PyObject *item;
+  if (item = PySequence_GetItem(seq, i)) {
     Py_DECREF(item);
     __Pyx_UnpackError();
     return -1;
   }
   PyErr_Clear();
-  return 0;
+    return 0;
 }
 
 static int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) {
diff --git a/numpy/random/mtrand/mtrand.pyx b/numpy/random/mtrand/mtrand.pyx
index 7f5d9631c..46972df5e 100644
--- a/numpy/random/mtrand/mtrand.pyx
+++ b/numpy/random/mtrand/mtrand.pyx
@@ -1138,7 +1138,7 @@ cdef class RandomState:
         # Then the matrix products of the rows of x and A has the desired
         # covariance. Note that sqrt(s)*v where (u,s,v) is the singular value
         # decomposition of cov is such an A.
-	
+        
         from numpy.dual import svd
         # XXX: we really should be doing this by Cholesky decomposition
         (u,s,v) = svd(cov)