[Numpy-svn] r3483 - trunk/numpy/random/mtrand

numpy-svn at scipy.org numpy-svn at scipy.org
Sat Dec 9 16:39:30 CST 2006


Author: oliphant
Date: 2006-12-09 16:39:26 -0600 (Sat, 09 Dec 2006)
New Revision: 3483

Modified:
   trunk/numpy/random/mtrand/generate_mtrand_c.py
   trunk/numpy/random/mtrand/mtrand.c
   trunk/numpy/random/mtrand/mtrand.pyx
Log:
Fix random.shuffle

Modified: trunk/numpy/random/mtrand/generate_mtrand_c.py
===================================================================
--- trunk/numpy/random/mtrand/generate_mtrand_c.py	2006-12-09 20:00:27 UTC (rev 3482)
+++ trunk/numpy/random/mtrand/generate_mtrand_c.py	2006-12-09 22:39:26 UTC (rev 3483)
@@ -6,7 +6,7 @@
 unused_internal_funcs = ['__Pyx_PrintItem',
                          '__Pyx_PrintNewline',
                          '__Pyx_ReRaise',
-                         '__Pyx_GetExcValue',
+                         #'__Pyx_GetExcValue',
                          '__Pyx_ArgTypeTest',
                          '__Pyx_SetVtable',
                          '__Pyx_GetVtable',

Modified: trunk/numpy/random/mtrand/mtrand.c
===================================================================
--- trunk/numpy/random/mtrand/mtrand.c	2006-12-09 20:00:27 UTC (rev 3482)
+++ trunk/numpy/random/mtrand/mtrand.c	2006-12-09 22:39:26 UTC (rev 3483)
@@ -1,4 +1,4 @@
-/* Generated by Pyrex 0.9.4.1 on Wed Sep 13 17:52:51 2006 */
+/* Generated by Pyrex 0.9.4.1 on Sat Dec  9 15:35:19 2006 */
 
 #include "Python.h"
 #include "structmember.h"
@@ -25,6 +25,7 @@
 static int __Pyx_EndUnpack(PyObject *, int); /*proto*/
 static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb); /*proto*/
 static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list); /*proto*/
+static PyObject *__Pyx_GetExcValue(void); /*proto*/
 static int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); /*proto*/
 static int __Pyx_GetStarArgs(PyObject **args, PyObject **kwds, char *kwd_list[], int nargs, PyObject **args2, PyObject **kwds2); /*proto*/
 static void __Pyx_WriteUnraisable(char *name); /*proto*/
@@ -189,12 +190,12 @@
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   arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":128 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":129 */
   __pyx_1 = __pyx_v_size == Py_None;
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":129 */
-    __pyx_2 = PyFloat_FromDouble(__pyx_v_func(__pyx_v_state)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 129; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":130 */
+    __pyx_2 = PyFloat_FromDouble(__pyx_v_func(__pyx_v_state)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 130; goto __pyx_L1;}
     __pyx_r = __pyx_2;
     __pyx_2 = 0;
     goto __pyx_L0;
@@ -202,19 +203,19 @@
   }
   /*else*/ {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":131 */
-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 131; goto __pyx_L1;}
-    __pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 131; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":132 */
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 132; goto __pyx_L1;}
+    __pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 132; goto __pyx_L1;}
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-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 131; goto __pyx_L1;}
-    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_float64); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 131; goto __pyx_L1;}
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 132; goto __pyx_L1;}
+    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_float64); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 132; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    __pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 131; goto __pyx_L1;}
+    __pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 132; goto __pyx_L1;}
     Py_INCREF(__pyx_v_size);
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     __pyx_4 = 0;
-    __pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 131; goto __pyx_L1;}
+    __pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 132; goto __pyx_L1;}
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     Py_DECREF(__pyx_2); __pyx_2 = 0;
     Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_4)));
@@ -222,22 +223,22 @@
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     Py_DECREF(__pyx_4); __pyx_4 = 0;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":132 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":133 */
     __pyx_v_length = PyArray_SIZE(arrayObject);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":133 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":134 */
     __pyx_v_array_data = ((double (*))arrayObject->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":134 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":135 */
     for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":135 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":136 */
       (__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 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":137 */
     Py_INCREF(((PyObject *)arrayObject));
     __pyx_r = ((PyObject *)arrayObject);
     goto __pyx_L0;
@@ -285,32 +286,32 @@
   __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 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":149 */
   __pyx_v_scalar = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":149 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":150 */
   __pyx_1 = (__pyx_v_oa->nd == 0);
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":150 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":151 */
     __pyx_v_oa_data = ((double (*))__pyx_v_oa->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":151 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":152 */
     __pyx_v_scalar = 1;
     goto __pyx_L2;
   }
   __pyx_L2:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":153 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":154 */
   __pyx_1 = __pyx_v_size == Py_None;
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":154 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":155 */
     __pyx_1 = __pyx_v_scalar;
     if (__pyx_1) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":155 */
-      __pyx_2 = PyFloat_FromDouble(__pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":156 */
+      __pyx_2 = PyFloat_FromDouble(__pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; goto __pyx_L1;}
       __pyx_r = __pyx_2;
       __pyx_2 = 0;
       goto __pyx_L0;
@@ -318,33 +319,33 @@
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     /*else*/ {
 
-      /* "/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;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":158 */
+      __pyx_2 = PyArray_SimpleNew(__pyx_v_oa->nd,__pyx_v_oa->dimensions,NPY_DOUBLE); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 158; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
       Py_DECREF(((PyObject *)arrayObject));
       arrayObject = ((PyArrayObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":158 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":159 */
       __pyx_v_length = PyArray_SIZE(arrayObject);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":159 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":160 */
       __pyx_v_array_data = ((double (*))arrayObject->data);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":160 */
-      __pyx_2 = PyArray_IterNew(((PyObject *)__pyx_v_oa)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 160; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":161 */
+      __pyx_2 = PyArray_IterNew(((PyObject *)__pyx_v_oa)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 161; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayIterObject *)__pyx_2)));
       Py_DECREF(((PyObject *)__pyx_v_itera));
       __pyx_v_itera = ((PyArrayIterObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":161 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":162 */
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":162 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":163 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(((double (*))__pyx_v_itera->dataptr)[0]));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":163 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":164 */
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         __pyx_L5:;
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@@ -355,19 +356,19 @@
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":165 */
-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; goto __pyx_L1;}
-    __pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":166 */
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; goto __pyx_L1;}
+    __pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; goto __pyx_L1;}
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-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; goto __pyx_L1;}
-    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_float64); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; goto __pyx_L1;}
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; goto __pyx_L1;}
+    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_float64); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; goto __pyx_L1;}
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-    __pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; goto __pyx_L1;}
+    __pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; goto __pyx_L1;}
     Py_INCREF(__pyx_v_size);
     PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_size);
     PyTuple_SET_ITEM(__pyx_2, 1, __pyx_4);
     __pyx_4 = 0;
-    __pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; goto __pyx_L1;}
+    __pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; goto __pyx_L1;}
     Py_DECREF(__pyx_3); __pyx_3 = 0;
     Py_DECREF(__pyx_2); __pyx_2 = 0;
     Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_4)));
@@ -375,20 +376,20 @@
     arrayObject = ((PyArrayObject *)__pyx_4);
     Py_DECREF(__pyx_4); __pyx_4 = 0;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":166 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":167 */
     __pyx_v_array_data = ((double (*))arrayObject->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":167 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":168 */
     __pyx_1 = __pyx_v_scalar;
     if (__pyx_1) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":168 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":169 */
       __pyx_v_length = PyArray_SIZE(arrayObject);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":169 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":170 */
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":170 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":171 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]));
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@@ -397,43 +398,43 @@
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-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":172 */
-      __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;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":173 */
+      __pyx_3 = PyArray_MultiIterNew(2,((void (*))arrayObject),((void (*))__pyx_v_oa)); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 173; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_3)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
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       Py_DECREF(__pyx_3); __pyx_3 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":174 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":175 */
       __pyx_1 = (__pyx_v_multi->size != PyArray_SIZE(arrayObject));
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-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":175 */
-        __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 175; goto __pyx_L1;}
-        __pyx_4 = PyTuple_New(1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 175; goto __pyx_L1;}
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":176 */
+        __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 176; goto __pyx_L1;}
+        __pyx_4 = PyTuple_New(1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 176; goto __pyx_L1;}
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-        __pyx_3 = PyObject_CallObject(__pyx_2, __pyx_4); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 175; goto __pyx_L1;}
+        __pyx_3 = PyObject_CallObject(__pyx_2, __pyx_4); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 176; goto __pyx_L1;}
         Py_DECREF(__pyx_2); __pyx_2 = 0;
         Py_DECREF(__pyx_4); __pyx_4 = 0;
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         Py_DECREF(__pyx_3); __pyx_3 = 0;
-        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 175; goto __pyx_L1;}
+        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 176; goto __pyx_L1;}
         goto __pyx_L10;
       }
       __pyx_L10:;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":176 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":177 */
       __pyx_5 = __pyx_v_multi->size;
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_5; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":177 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":178 */
         __pyx_v_oa_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":178 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":179 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":179 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":180 */
         PyArray_MultiIter_NEXTi(__pyx_v_multi,1);
         __pyx_L11:;
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@@ -443,7 +444,7 @@
   }
   __pyx_L3:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":180 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":181 */
   Py_INCREF(((PyObject *)arrayObject));
   __pyx_r = ((PyObject *)arrayObject);
   goto __pyx_L0;
@@ -490,38 +491,38 @@
   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 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":194 */
   __pyx_v_scalar = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":194 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":195 */
   __pyx_1 = (__pyx_v_oa->nd == 0);
   if (__pyx_1) {
     __pyx_1 = (__pyx_v_ob->nd == 0);
   }
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":195 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":196 */
     __pyx_v_oa_data = ((double (*))__pyx_v_oa->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":196 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":197 */
     __pyx_v_ob_data = ((double (*))__pyx_v_ob->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":197 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":198 */
     __pyx_v_scalar = 1;
     goto __pyx_L2;
   }
   __pyx_L2:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":199 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":200 */
   __pyx_1 = __pyx_v_size == Py_None;
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":200 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":201 */
     __pyx_1 = __pyx_v_scalar;
     if (__pyx_1) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":201 */
-      __pyx_2 = PyFloat_FromDouble(__pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 201; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":202 */
+      __pyx_2 = PyFloat_FromDouble(__pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 202; goto __pyx_L1;}
       __pyx_r = __pyx_2;
       __pyx_2 = 0;
       goto __pyx_L0;
@@ -529,37 +530,37 @@
     }
     /*else*/ {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":203 */
-      __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;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":204 */
+      __pyx_2 = PyArray_MultiIterNew(2,((void (*))__pyx_v_oa),((void (*))__pyx_v_ob)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 204; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_2)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
       __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;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":205 */
+      __pyx_2 = PyArray_SimpleNew(__pyx_v_multi->nd,__pyx_v_multi->dimensions,NPY_DOUBLE); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 205; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
       Py_DECREF(((PyObject *)arrayObject));
       arrayObject = ((PyArrayObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":205 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":206 */
       __pyx_v_array_data = ((double (*))arrayObject->data);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":206 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":207 */
       __pyx_3 = __pyx_v_multi->size;
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":207 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":208 */
         __pyx_v_oa_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,0));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":208 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":209 */
         __pyx_v_ob_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":209 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":210 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":210 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":211 */
         PyArray_MultiIter_NEXT(__pyx_v_multi);
         __pyx_L5:;
       }
@@ -570,19 +571,19 @@
   }
   /*else*/ {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":212 */
-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 212; goto __pyx_L1;}
-    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 212; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":213 */
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 213; goto __pyx_L1;}
+    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 213; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 212; goto __pyx_L1;}
-    __pyx_5 = PyObject_GetAttr(__pyx_2, __pyx_n_float64); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 212; goto __pyx_L1;}
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 213; goto __pyx_L1;}
+    __pyx_5 = PyObject_GetAttr(__pyx_2, __pyx_n_float64); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 213; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    __pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 212; goto __pyx_L1;}
+    __pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 213; goto __pyx_L1;}
     Py_INCREF(__pyx_v_size);
     PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_size);
     PyTuple_SET_ITEM(__pyx_2, 1, __pyx_5);
     __pyx_5 = 0;
-    __pyx_5 = PyObject_CallObject(__pyx_4, __pyx_2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 212; goto __pyx_L1;}
+    __pyx_5 = PyObject_CallObject(__pyx_4, __pyx_2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 213; goto __pyx_L1;}
     Py_DECREF(__pyx_4); __pyx_4 = 0;
     Py_DECREF(__pyx_2); __pyx_2 = 0;
     Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_5)));
@@ -590,20 +591,20 @@
     arrayObject = ((PyArrayObject *)__pyx_5);
     Py_DECREF(__pyx_5); __pyx_5 = 0;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":213 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":214 */
     __pyx_v_array_data = ((double (*))arrayObject->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":214 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":215 */
     __pyx_1 = __pyx_v_scalar;
     if (__pyx_1) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":215 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":216 */
       __pyx_v_length = PyArray_SIZE(arrayObject);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":216 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":217 */
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":217 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":218 */
         (__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:;
       }
@@ -612,49 +613,49 @@
     }
     /*else*/ {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":219 */
-      __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;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":220 */
+      __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 = 220; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_4)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
       __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_4);
       Py_DECREF(__pyx_4); __pyx_4 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":220 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":221 */
       __pyx_1 = (__pyx_v_multi->size != PyArray_SIZE(arrayObject));
       if (__pyx_1) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":221 */
-        __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 221; goto __pyx_L1;}
-        __pyx_5 = PyTuple_New(1); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 221; goto __pyx_L1;}
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":222 */
+        __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 222; goto __pyx_L1;}
+        __pyx_5 = PyTuple_New(1); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 222; goto __pyx_L1;}
         Py_INCREF(__pyx_k61p);
         PyTuple_SET_ITEM(__pyx_5, 0, __pyx_k61p);
-        __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_5); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 221; goto __pyx_L1;}
+        __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_5); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 222; goto __pyx_L1;}
         Py_DECREF(__pyx_2); __pyx_2 = 0;
         Py_DECREF(__pyx_5); __pyx_5 = 0;
         __Pyx_Raise(__pyx_4, 0, 0);
         Py_DECREF(__pyx_4); __pyx_4 = 0;
-        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 221; goto __pyx_L1;}
+        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 222; goto __pyx_L1;}
         goto __pyx_L10;
       }
       __pyx_L10:;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":222 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":223 */
       __pyx_3 = __pyx_v_multi->size;
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":223 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":224 */
         __pyx_v_oa_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":224 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":225 */
         __pyx_v_ob_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,2));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":225 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":226 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":226 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":227 */
         PyArray_MultiIter_NEXTi(__pyx_v_multi,1);
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":227 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":228 */
         PyArray_MultiIter_NEXTi(__pyx_v_multi,2);
         __pyx_L11:;
       }
@@ -664,7 +665,7 @@
   }
   __pyx_L3:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":228 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":229 */
   Py_INCREF(((PyObject *)arrayObject));
   __pyx_r = ((PyObject *)arrayObject);
   goto __pyx_L0;
@@ -713,10 +714,10 @@
   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 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":244 */
   __pyx_v_scalar = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":244 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":245 */
   __pyx_1 = (__pyx_v_oa->nd == 0);
   if (__pyx_1) {
     __pyx_1 = (__pyx_v_ob->nd == 0);
@@ -726,31 +727,31 @@
   }
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":245 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":246 */
     __pyx_v_oa_data = ((double (*))__pyx_v_oa->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":246 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":247 */
     __pyx_v_ob_data = ((double (*))__pyx_v_ob->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":247 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":248 */
     __pyx_v_oc_data = ((double (*))__pyx_v_oc->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":248 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":249 */
     __pyx_v_scalar = 1;
     goto __pyx_L2;
   }
   __pyx_L2:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":250 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":251 */
   __pyx_1 = __pyx_v_size == Py_None;
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":251 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":252 */
     __pyx_1 = __pyx_v_scalar;
     if (__pyx_1) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":252 */
-      __pyx_2 = PyFloat_FromDouble(__pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]),(__pyx_v_oc_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 252; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":253 */
+      __pyx_2 = PyFloat_FromDouble(__pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]),(__pyx_v_oc_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 253; goto __pyx_L1;}
       __pyx_r = __pyx_2;
       __pyx_2 = 0;
       goto __pyx_L0;
@@ -758,40 +759,40 @@
     }
     /*else*/ {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":254 */
-      __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;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":255 */
+      __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 = 255; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_2)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
       __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;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":256 */
+      __pyx_2 = PyArray_SimpleNew(__pyx_v_multi->nd,__pyx_v_multi->dimensions,NPY_DOUBLE); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 256; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
       Py_DECREF(((PyObject *)arrayObject));
       arrayObject = ((PyArrayObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":256 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":257 */
       __pyx_v_array_data = ((double (*))arrayObject->data);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":257 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":258 */
       __pyx_3 = __pyx_v_multi->size;
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":258 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":259 */
         __pyx_v_oa_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,0));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":259 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":260 */
         __pyx_v_ob_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":260 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":261 */
         __pyx_v_oc_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,2));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":261 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":262 */
         (__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]));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":262 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":263 */
         PyArray_MultiIter_NEXT(__pyx_v_multi);
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@@ -802,19 +803,19 @@
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":264 */
-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 264; goto __pyx_L1;}
-    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 264; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":265 */
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 265; goto __pyx_L1;}
+    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 265; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 264; goto __pyx_L1;}
-    __pyx_5 = PyObject_GetAttr(__pyx_2, __pyx_n_float64); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 264; goto __pyx_L1;}
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 265; goto __pyx_L1;}
+    __pyx_5 = PyObject_GetAttr(__pyx_2, __pyx_n_float64); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 265; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    __pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 264; goto __pyx_L1;}
+    __pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 265; goto __pyx_L1;}
     Py_INCREF(__pyx_v_size);
     PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_size);
     PyTuple_SET_ITEM(__pyx_2, 1, __pyx_5);
     __pyx_5 = 0;
-    __pyx_5 = PyObject_CallObject(__pyx_4, __pyx_2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 264; goto __pyx_L1;}
+    __pyx_5 = PyObject_CallObject(__pyx_4, __pyx_2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 265; goto __pyx_L1;}
     Py_DECREF(__pyx_4); __pyx_4 = 0;
     Py_DECREF(__pyx_2); __pyx_2 = 0;
     Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_5)));
@@ -822,20 +823,20 @@
     arrayObject = ((PyArrayObject *)__pyx_5);
     Py_DECREF(__pyx_5); __pyx_5 = 0;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":265 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":266 */
     __pyx_v_array_data = ((double (*))arrayObject->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":266 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":267 */
     __pyx_1 = __pyx_v_scalar;
     if (__pyx_1) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":267 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":268 */
       __pyx_v_length = PyArray_SIZE(arrayObject);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":268 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":269 */
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":269 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":270 */
         (__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]));
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@@ -844,49 +845,49 @@
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-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":271 */
-      __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;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":272 */
+      __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 = 272; goto __pyx_L1;}
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       __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_4);
       Py_DECREF(__pyx_4); __pyx_4 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":273 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":274 */
       __pyx_1 = (__pyx_v_multi->size != PyArray_SIZE(arrayObject));
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-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":274 */
-        __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 274; goto __pyx_L1;}
-        __pyx_5 = PyTuple_New(1); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 274; goto __pyx_L1;}
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":275 */
+        __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 275; goto __pyx_L1;}
+        __pyx_5 = PyTuple_New(1); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 275; goto __pyx_L1;}
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-        __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_5); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 274; goto __pyx_L1;}
+        __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_5); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 275; goto __pyx_L1;}
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         Py_DECREF(__pyx_4); __pyx_4 = 0;
-        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 274; goto __pyx_L1;}
+        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 275; goto __pyx_L1;}
         goto __pyx_L10;
       }
       __pyx_L10:;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":275 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":276 */
       __pyx_3 = __pyx_v_multi->size;
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":276 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":277 */
         __pyx_v_oa_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":277 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":278 */
         __pyx_v_ob_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,2));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":278 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":279 */
         __pyx_v_oc_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,3));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":279 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":280 */
         (__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]));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":280 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":281 */
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@@ -896,7 +897,7 @@
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":281 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":282 */
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   __pyx_r = ((PyObject *)arrayObject);
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@@ -934,12 +935,12 @@
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":289 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":290 */
   __pyx_1 = __pyx_v_size == Py_None;
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":290 */
-    __pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 290; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":291 */
+    __pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 291; goto __pyx_L1;}
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@@ -947,17 +948,17 @@
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":292 */
-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 292; goto __pyx_L1;}
-    __pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 292; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":293 */
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 293; goto __pyx_L1;}
+    __pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 293; goto __pyx_L1;}
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-    __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 292; goto __pyx_L1;}
-    __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 292; goto __pyx_L1;}
+    __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 293; goto __pyx_L1;}
+    __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 293; goto __pyx_L1;}
     Py_INCREF(__pyx_v_size);
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     __pyx_2 = 0;
-    __pyx_2 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 292; goto __pyx_L1;}
+    __pyx_2 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 293; goto __pyx_L1;}
     Py_DECREF(__pyx_3); __pyx_3 = 0;
     Py_DECREF(__pyx_4); __pyx_4 = 0;
     Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
@@ -965,22 +966,22 @@
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     Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":293 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":294 */
     __pyx_v_length = PyArray_SIZE(arrayObject);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":294 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":295 */
     __pyx_v_array_data = ((long (*))arrayObject->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":295 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":296 */
     for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":296 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":297 */
       (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state);
       __pyx_L3:;
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     __pyx_L4:;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":297 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":298 */
     Py_INCREF(((PyObject *)arrayObject));
     __pyx_r = ((PyObject *)arrayObject);
     goto __pyx_L0;
@@ -1026,38 +1027,38 @@
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   __pyx_v_multi = ((PyArrayMultiIterObject *)Py_None); Py_INCREF(Py_None);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":309 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":310 */
   __pyx_v_scalar = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":310 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":311 */
   __pyx_1 = (__pyx_v_on->nd == 0);
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   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":311 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":312 */
     __pyx_v_on_data = ((long (*))__pyx_v_on->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":312 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":313 */
     __pyx_v_op_data = ((double (*))__pyx_v_op->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":313 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":314 */
     __pyx_v_scalar = 1;
     goto __pyx_L2;
   }
   __pyx_L2:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":315 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":316 */
   __pyx_1 = __pyx_v_size == Py_None;
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":316 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":317 */
     __pyx_1 = __pyx_v_scalar;
     if (__pyx_1) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":317 */
-      __pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_op_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 317; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":318 */
+      __pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_op_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 318; goto __pyx_L1;}
       __pyx_r = __pyx_2;
       __pyx_2 = 0;
       goto __pyx_L0;
@@ -1065,37 +1066,37 @@
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-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":319 */
-      __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;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":320 */
+      __pyx_2 = PyArray_MultiIterNew(2,((void (*))__pyx_v_on),((void (*))__pyx_v_op)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 320; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_2)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
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-      /* "/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;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":321 */
+      __pyx_2 = PyArray_SimpleNew(__pyx_v_multi->nd,__pyx_v_multi->dimensions,NPY_LONG); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 321; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
       Py_DECREF(((PyObject *)arrayObject));
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       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":321 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":322 */
       __pyx_v_array_data = ((long (*))arrayObject->data);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":322 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":323 */
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-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":323 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":324 */
         __pyx_v_on_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,0));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":324 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":325 */
         __pyx_v_op_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":325 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":326 */
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-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":326 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":327 */
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@@ -1106,17 +1107,17 @@
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":328 */
-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 328; goto __pyx_L1;}
-    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 328; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":329 */
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 329; goto __pyx_L1;}
+    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 329; goto __pyx_L1;}
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-    __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 328; goto __pyx_L1;}
-    __pyx_5 = PyTuple_New(2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 328; goto __pyx_L1;}
+    __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 329; goto __pyx_L1;}
+    __pyx_5 = PyTuple_New(2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 329; goto __pyx_L1;}
     Py_INCREF(__pyx_v_size);
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     PyTuple_SET_ITEM(__pyx_5, 1, __pyx_2);
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-    __pyx_2 = PyObject_CallObject(__pyx_4, __pyx_5); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 328; goto __pyx_L1;}
+    __pyx_2 = PyObject_CallObject(__pyx_4, __pyx_5); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 329; goto __pyx_L1;}
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     Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
@@ -1124,20 +1125,20 @@
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":329 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":330 */
     __pyx_1 = __pyx_v_scalar;
     if (__pyx_1) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":330 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":331 */
       __pyx_v_length = PyArray_SIZE(arrayObject);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":331 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":332 */
       __pyx_v_array_data = ((long (*))arrayObject->data);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":332 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":333 */
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":333 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":334 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_op_data[0]));
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@@ -1146,49 +1147,49 @@
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-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":335 */
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+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":336 */
+      __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 = 336; goto __pyx_L1;}
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-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":336 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":337 */
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-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":337 */
-        __pyx_5 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 337; goto __pyx_L1;}
-        __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 337; goto __pyx_L1;}
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":338 */
+        __pyx_5 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 338; goto __pyx_L1;}
+        __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 338; goto __pyx_L1;}
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-        __pyx_4 = PyObject_CallObject(__pyx_5, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 337; goto __pyx_L1;}
+        __pyx_4 = PyObject_CallObject(__pyx_5, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 338; goto __pyx_L1;}
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-        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 337; goto __pyx_L1;}
+        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 338; goto __pyx_L1;}
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-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":338 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":339 */
       __pyx_3 = __pyx_v_multi->size;
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-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":339 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":340 */
         __pyx_v_on_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":340 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":341 */
         __pyx_v_op_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,2));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":341 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":342 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_op_data[0]));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":342 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":343 */
         PyArray_MultiIter_NEXTi(__pyx_v_multi,1);
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":343 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":344 */
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@@ -1198,7 +1199,7 @@
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":345 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":346 */
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@@ -1247,10 +1248,10 @@
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":359 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":360 */
   __pyx_v_scalar = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":360 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":361 */
   __pyx_1 = (__pyx_v_on->nd == 0);
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@@ -1260,31 +1261,31 @@
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   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":361 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":362 */
     __pyx_v_scalar = 1;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":362 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":363 */
     __pyx_v_on_data = ((long (*))__pyx_v_on->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":363 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":364 */
     __pyx_v_om_data = ((long (*))__pyx_v_om->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":364 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":365 */
     __pyx_v_oN_data = ((long (*))__pyx_v_oN->data);
     goto __pyx_L2;
   }
   __pyx_L2:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":366 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":367 */
   __pyx_1 = __pyx_v_size == Py_None;
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":367 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":368 */
     __pyx_1 = __pyx_v_scalar;
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-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":368 */
-      __pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_om_data[0]),(__pyx_v_oN_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 368; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":369 */
+      __pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_om_data[0]),(__pyx_v_oN_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 369; goto __pyx_L1;}
       __pyx_r = __pyx_2;
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@@ -1292,40 +1293,40 @@
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-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":370 */
-      __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;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":371 */
+      __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 = 371; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_2)));
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-      /* "/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;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":372 */
+      __pyx_2 = PyArray_SimpleNew(__pyx_v_multi->nd,__pyx_v_multi->dimensions,NPY_LONG); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 372; goto __pyx_L1;}
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       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":372 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":373 */
       __pyx_v_array_data = ((long (*))arrayObject->data);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":373 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":374 */
       __pyx_3 = __pyx_v_multi->size;
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-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":374 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":375 */
         __pyx_v_on_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,0));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":375 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":376 */
         __pyx_v_om_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":376 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":377 */
         __pyx_v_oN_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,2));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":377 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":378 */
         (__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]));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":378 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":379 */
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@@ -1336,17 +1337,17 @@
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":380 */
-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 380; goto __pyx_L1;}
-    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 380; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":381 */
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 381; goto __pyx_L1;}
+    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 381; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 380; goto __pyx_L1;}
-    __pyx_5 = PyTuple_New(2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 380; goto __pyx_L1;}
+    __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 381; goto __pyx_L1;}
+    __pyx_5 = PyTuple_New(2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 381; goto __pyx_L1;}
     Py_INCREF(__pyx_v_size);
     PyTuple_SET_ITEM(__pyx_5, 0, __pyx_v_size);
     PyTuple_SET_ITEM(__pyx_5, 1, __pyx_2);
     __pyx_2 = 0;
-    __pyx_2 = PyObject_CallObject(__pyx_4, __pyx_5); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 380; goto __pyx_L1;}
+    __pyx_2 = PyObject_CallObject(__pyx_4, __pyx_5); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 381; goto __pyx_L1;}
     Py_DECREF(__pyx_4); __pyx_4 = 0;
     Py_DECREF(__pyx_5); __pyx_5 = 0;
     Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
@@ -1354,20 +1355,20 @@
     arrayObject = ((PyArrayObject *)__pyx_2);
     Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":381 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":382 */
     __pyx_v_array_data = ((long (*))arrayObject->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":382 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":383 */
     __pyx_1 = __pyx_v_scalar;
     if (__pyx_1) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":383 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":384 */
       __pyx_v_length = PyArray_SIZE(arrayObject);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":384 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":385 */
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":385 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":386 */
         (__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:;
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@@ -1376,49 +1377,49 @@
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-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":387 */
-      __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;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":388 */
+      __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 = 388; goto __pyx_L1;}
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       Py_DECREF(((PyObject *)__pyx_v_multi));
       __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_4);
       Py_DECREF(__pyx_4); __pyx_4 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":389 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":390 */
       __pyx_1 = (__pyx_v_multi->size != PyArray_SIZE(arrayObject));
       if (__pyx_1) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":390 */
-        __pyx_5 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 390; goto __pyx_L1;}
-        __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 390; goto __pyx_L1;}
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":391 */
+        __pyx_5 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 391; goto __pyx_L1;}
+        __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 391; goto __pyx_L1;}
         Py_INCREF(__pyx_k64p);
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-        __pyx_4 = PyObject_CallObject(__pyx_5, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 390; goto __pyx_L1;}
+        __pyx_4 = PyObject_CallObject(__pyx_5, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 391; goto __pyx_L1;}
         Py_DECREF(__pyx_5); __pyx_5 = 0;
         Py_DECREF(__pyx_2); __pyx_2 = 0;
         __Pyx_Raise(__pyx_4, 0, 0);
         Py_DECREF(__pyx_4); __pyx_4 = 0;
-        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 390; goto __pyx_L1;}
+        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 391; goto __pyx_L1;}
         goto __pyx_L10;
       }
       __pyx_L10:;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":391 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":392 */
       __pyx_3 = __pyx_v_multi->size;
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":392 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":393 */
         __pyx_v_on_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":393 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":394 */
         __pyx_v_om_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,2));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":394 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":395 */
         __pyx_v_oN_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,3));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":395 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":396 */
         (__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]));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":396 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":397 */
         PyArray_MultiIter_NEXT(__pyx_v_multi);
         __pyx_L11:;
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@@ -1428,7 +1429,7 @@
   }
   __pyx_L3:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":398 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":399 */
   Py_INCREF(((PyObject *)arrayObject));
   __pyx_r = ((PyObject *)arrayObject);
   goto __pyx_L0;
@@ -1476,32 +1477,32 @@
   __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 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":411 */
   __pyx_v_scalar = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":411 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":412 */
   __pyx_1 = (__pyx_v_oa->nd == 0);
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":412 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":413 */
     __pyx_v_oa_data = ((double (*))__pyx_v_oa->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":413 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":414 */
     __pyx_v_scalar = 1;
     goto __pyx_L2;
   }
   __pyx_L2:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":415 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":416 */
   __pyx_1 = __pyx_v_size == Py_None;
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":416 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":417 */
     __pyx_1 = __pyx_v_scalar;
     if (__pyx_1) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":417 */
-      __pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 417; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":418 */
+      __pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 418; goto __pyx_L1;}
       __pyx_r = __pyx_2;
       __pyx_2 = 0;
       goto __pyx_L0;
@@ -1509,33 +1510,33 @@
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     /*else*/ {
 
-      /* "/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;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":420 */
+      __pyx_2 = PyArray_SimpleNew(__pyx_v_oa->nd,__pyx_v_oa->dimensions,NPY_LONG); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 420; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
       Py_DECREF(((PyObject *)arrayObject));
       arrayObject = ((PyArrayObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":420 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":421 */
       __pyx_v_length = PyArray_SIZE(arrayObject);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":421 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":422 */
       __pyx_v_array_data = ((long (*))arrayObject->data);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":422 */
-      __pyx_2 = PyArray_IterNew(((PyObject *)__pyx_v_oa)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 422; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":423 */
+      __pyx_2 = PyArray_IterNew(((PyObject *)__pyx_v_oa)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 423; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayIterObject *)__pyx_2)));
       Py_DECREF(((PyObject *)__pyx_v_itera));
       __pyx_v_itera = ((PyArrayIterObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":423 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":424 */
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":424 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":425 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(((double (*))__pyx_v_itera->dataptr)[0]));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":425 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":426 */
         PyArray_ITER_NEXT(__pyx_v_itera);
         __pyx_L5:;
       }
@@ -1546,17 +1547,17 @@
   }
   /*else*/ {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":427 */
-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 427; goto __pyx_L1;}
-    __pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 427; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":428 */
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 428; goto __pyx_L1;}
+    __pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 428; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 427; goto __pyx_L1;}
-    __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 427; goto __pyx_L1;}
+    __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 428; goto __pyx_L1;}
+    __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 428; goto __pyx_L1;}
     Py_INCREF(__pyx_v_size);
     PyTuple_SET_ITEM(__pyx_4, 0, __pyx_v_size);
     PyTuple_SET_ITEM(__pyx_4, 1, __pyx_2);
     __pyx_2 = 0;
-    __pyx_2 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 427; goto __pyx_L1;}
+    __pyx_2 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 428; goto __pyx_L1;}
     Py_DECREF(__pyx_3); __pyx_3 = 0;
     Py_DECREF(__pyx_4); __pyx_4 = 0;
     Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
@@ -1564,20 +1565,20 @@
     arrayObject = ((PyArrayObject *)__pyx_2);
     Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":428 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":429 */
     __pyx_v_array_data = ((long (*))arrayObject->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":429 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":430 */
     __pyx_1 = __pyx_v_scalar;
     if (__pyx_1) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":430 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":431 */
       __pyx_v_length = PyArray_SIZE(arrayObject);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":431 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":432 */
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":432 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":433 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]));
         __pyx_L8:;
       }
@@ -1586,43 +1587,43 @@
     }
     /*else*/ {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":434 */
-      __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;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":435 */
+      __pyx_3 = PyArray_MultiIterNew(2,((void (*))arrayObject),((void (*))__pyx_v_oa)); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 435; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_3)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
       __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_3);
       Py_DECREF(__pyx_3); __pyx_3 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":435 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":436 */
       __pyx_1 = (__pyx_v_multi->size != PyArray_SIZE(arrayObject));
       if (__pyx_1) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":436 */
-        __pyx_4 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 436; goto __pyx_L1;}
-        __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 436; goto __pyx_L1;}
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":437 */
+        __pyx_4 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 437; goto __pyx_L1;}
+        __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 437; goto __pyx_L1;}
         Py_INCREF(__pyx_k65p);
         PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k65p);
-        __pyx_3 = PyObject_CallObject(__pyx_4, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 436; goto __pyx_L1;}
+        __pyx_3 = PyObject_CallObject(__pyx_4, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 437; goto __pyx_L1;}
         Py_DECREF(__pyx_4); __pyx_4 = 0;
         Py_DECREF(__pyx_2); __pyx_2 = 0;
         __Pyx_Raise(__pyx_3, 0, 0);
         Py_DECREF(__pyx_3); __pyx_3 = 0;
-        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 436; goto __pyx_L1;}
+        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 437; goto __pyx_L1;}
         goto __pyx_L10;
       }
       __pyx_L10:;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":437 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":438 */
       __pyx_5 = __pyx_v_multi->size;
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_5; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":438 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":439 */
         __pyx_v_oa_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":439 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":440 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":440 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":441 */
         PyArray_MultiIter_NEXTi(__pyx_v_multi,1);
         __pyx_L11:;
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@@ -1632,7 +1633,7 @@
   }
   __pyx_L3:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":441 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":442 */
   Py_INCREF(((PyObject *)arrayObject));
   __pyx_r = ((PyObject *)arrayObject);
   goto __pyx_L0;
@@ -1662,31 +1663,31 @@
   long __pyx_v_i;
   double __pyx_r;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":446 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":447 */
   __pyx_v_sum = (__pyx_v_darr[0]);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":447 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":448 */
   __pyx_v_c = 0.0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":448 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":449 */
   for (__pyx_v_i = 1; __pyx_v_i < __pyx_v_n; ++__pyx_v_i) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":449 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":450 */
     __pyx_v_y = ((__pyx_v_darr[__pyx_v_i]) - __pyx_v_c);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":450 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":451 */
     __pyx_v_t = (__pyx_v_sum + __pyx_v_y);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":451 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":452 */
     __pyx_v_c = ((__pyx_v_t - __pyx_v_sum) - __pyx_v_y);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":452 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":453 */
     __pyx_v_sum = __pyx_v_t;
     __pyx_L2:;
   }
   __pyx_L3:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":453 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":454 */
   __pyx_r = __pyx_v_sum;
   goto __pyx_L0;
 
@@ -1711,15 +1712,15 @@
   Py_INCREF(__pyx_v_self);
   Py_INCREF(__pyx_v_seed);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":476 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":477 */
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":478 */
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-  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 478; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":479 */
+  __pyx_1 = PyObject_GetAttr(__pyx_v_self, __pyx_n_seed); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 479; goto __pyx_L1;}
+  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 479; goto __pyx_L1;}
   Py_INCREF(__pyx_v_seed);
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-  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 478; goto __pyx_L1;}
+  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 479; goto __pyx_L1;}
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   Py_INCREF(__pyx_v_self);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":481 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":482 */
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":482 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":483 */
     PyMem_Free(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":483 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":484 */
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":497 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":498 */
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":498 */
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-  __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 499; goto __pyx_L1;}
+  __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_type); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 500; goto __pyx_L1;}
+  __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 500; 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 = 500; goto __pyx_L1;}
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+  __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 500; goto __pyx_L1;}
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+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":501 */
+    __pyx_5 = PyInt_AsUnsignedLongMask(__pyx_v_seed); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 501; goto __pyx_L1;}
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+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":503 */
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":503 */
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-  __pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_empty); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 512; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":513 */
+  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 513; goto __pyx_L1;}
+  __pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_empty); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 513; goto __pyx_L1;}
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-  __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 512; goto __pyx_L1;}
+  __pyx_1 = PyInt_FromLong(624); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 513; goto __pyx_L1;}
+  __pyx_3 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 513; goto __pyx_L1;}
+  __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 513; goto __pyx_L1;}
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+  __pyx_1 = PyObject_CallObject(__pyx_2, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 513; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":513 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":514 */
   memcpy(((void (*))arrayObject_state->data),((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state->key,(624 * (sizeof(long ))));
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":514 */
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-  __pyx_2 = PyTuple_New(3); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 514; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":515 */
+  __pyx_3 = PyInt_FromLong(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state->pos); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 515; goto __pyx_L1;}
+  __pyx_2 = PyTuple_New(3); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 515; goto __pyx_L1;}
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":526 */
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":526 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":527 */
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":527 */
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-    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 527; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":528 */
+    __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 528; goto __pyx_L1;}
+    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 528; goto __pyx_L1;}
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+    __pyx_4 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 528; goto __pyx_L1;}
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     Py_DECREF(__pyx_4); __pyx_4 = 0;
-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 527; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":528 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":529 */
+  __pyx_1 = PySequence_GetSlice(__pyx_v_state, 1, 0x7fffffff); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 529; goto __pyx_L1;}
+  __pyx_2 = __Pyx_UnpackItem(__pyx_1, 0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 529; goto __pyx_L1;}
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-  __pyx_3 = PyInt_AsLong(__pyx_4); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 528; goto __pyx_L1;}
+  __pyx_4 = __Pyx_UnpackItem(__pyx_1, 1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 529; goto __pyx_L1;}
+  __pyx_3 = PyInt_AsLong(__pyx_4); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 529; goto __pyx_L1;}
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-  if (__Pyx_EndUnpack(__pyx_1, 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 528; goto __pyx_L1;}
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":530 */
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":530 */
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-    __pyx_1 = PyTuple_New(1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 531; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":532 */
+    __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 532; goto __pyx_L1;}
+    __pyx_1 = PyTuple_New(1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 532; goto __pyx_L1;}
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+    __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 532; goto __pyx_L1;}
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     Py_DECREF(__pyx_4); __pyx_4 = 0;
-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 531; goto __pyx_L1;}
+    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 532; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":532 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":533 */
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":533 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":534 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":538 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":541 */
+  __pyx_1 = PyObject_GetAttr(__pyx_v_self, __pyx_n_set_state); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 541; 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 = 541; goto __pyx_L1;}
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+  __pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_random); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 544; goto __pyx_L1;}
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+  __pyx_1 = PyObject_GetAttr(__pyx_2, __pyx_n___RandomState_ctor); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 544; goto __pyx_L1;}
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+  __pyx_2 = PyTuple_New(0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 544; goto __pyx_L1;}
+  __pyx_3 = PyObject_GetAttr(__pyx_v_self, __pyx_n_get_state); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 544; goto __pyx_L1;}
+  __pyx_4 = PyTuple_New(0); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 544; goto __pyx_L1;}
+  __pyx_5 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 544; goto __pyx_L1;}
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-  __pyx_3 = PyTuple_New(3); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 543; goto __pyx_L1;}
+  __pyx_3 = PyTuple_New(3); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 544; goto __pyx_L1;}
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":552 */
+  __pyx_1 = __pyx_f_6mtrand_cont0_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_double,__pyx_v_size); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 552; goto __pyx_L1;}
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@@ -2187,8 +2188,8 @@
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":559 */
+  __pyx_1 = __pyx_f_6mtrand_disc0_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_long,__pyx_v_size); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 559; goto __pyx_L1;}
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@@ -2238,58 +2239,58 @@
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":573 */
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":574 */
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":575 */
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+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":576 */
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":577 */
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+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":578 */
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":580 */
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":581 */
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":584 */
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+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":588 */
+    __pyx_4 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 588; goto __pyx_L1;}
+    __pyx_5 = PyObject_GetAttr(__pyx_4, __pyx_n_empty); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 588; goto __pyx_L1;}
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-    __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 587; goto __pyx_L1;}
+    __pyx_3 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 588; goto __pyx_L1;}
+    __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 588; goto __pyx_L1;}
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-    __pyx_3 = PyObject_CallObject(__pyx_5, __pyx_4); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 587; goto __pyx_L1;}
+    __pyx_3 = PyObject_CallObject(__pyx_5, __pyx_4); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 588; goto __pyx_L1;}
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@@ -2315,22 +2316,22 @@
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":588 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":589 */
     __pyx_v_length = PyArray_SIZE(arrayObject);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":589 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":590 */
     __pyx_v_array_data = ((long (*))arrayObject->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":590 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":591 */
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-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":591 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":592 */
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       __pyx_L5:;
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":592 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":593 */
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@@ -2367,22 +2368,22 @@
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":600 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":601 */
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":601 */
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":602 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":603 */
+  __pyx_1 = PyString_FromStringAndSize(((char (*))__pyx_v_bytes),__pyx_v_length); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 603; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":603 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":604 */
   PyMem_Free(__pyx_v_bytes);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":604 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":605 */
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@@ -2429,48 +2430,48 @@
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":616 */
+  __pyx_1 = PyArray_FROM_OTF(__pyx_v_low,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 616; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":616 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":617 */
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":618 */
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+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":651 */
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+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":653 */
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":661 */
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":662 */
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+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":664 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":665 */
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+  __pyx_3 = PyInt_FromLong(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 665; goto __pyx_L1;}
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-  __pyx_3 = PyTuple_New(3); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 664; goto __pyx_L1;}
+  __pyx_3 = PyTuple_New(3); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 665; goto __pyx_L1;}
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@@ -2741,8 +2742,8 @@
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":673 */
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 885; goto __pyx_L1;}
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":887 */
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1090; goto __pyx_L1;}
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1092 */
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":118 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":607 */
+  __pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 607; goto __pyx_L1;}
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   __pyx_1 = 0;
-  __pyx_2 = PyFloat_FromDouble(1.0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 606; goto __pyx_L1;}
+  __pyx_2 = PyFloat_FromDouble(1.0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 607; goto __pyx_L1;}
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   Py_INCREF(Py_None);
   __pyx_k10 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":654 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":655 */
   Py_INCREF(Py_None);
   __pyx_k11 = Py_None;
   Py_INCREF(Py_None);
   __pyx_k12 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":667 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":668 */
   Py_INCREF(Py_None);
   __pyx_k13 = Py_None;
 
-  /* "/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;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":675 */
+  __pyx_3 = PyFloat_FromDouble(0.0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 675; goto __pyx_L1;}
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   __pyx_3 = 0;
-  __pyx_4 = PyFloat_FromDouble(1.0); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 674; goto __pyx_L1;}
+  __pyx_4 = PyFloat_FromDouble(1.0); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 675; goto __pyx_L1;}
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   __pyx_4 = 0;
   Py_INCREF(Py_None);
   __pyx_k16 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":687 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":688 */
   Py_INCREF(Py_None);
   __pyx_k17 = Py_None;
 
-  /* "/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;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":704 */
+  __pyx_5 = PyFloat_FromDouble(1.0); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 704; goto __pyx_L1;}
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   Py_INCREF(Py_None);
   __pyx_k19 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":714 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":715 */
   Py_INCREF(Py_None);
   __pyx_k20 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":721 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":722 */
   Py_INCREF(Py_None);
   __pyx_k21 = Py_None;
 
-  /* "/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;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":733 */
+  __pyx_6 = PyFloat_FromDouble(1.0); if (!__pyx_6) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 733; 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":747 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":748 */
   Py_INCREF(Py_None);
   __pyx_k24 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":762 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":763 */
   Py_INCREF(Py_None);
   __pyx_k25 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":783 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":784 */
   Py_INCREF(Py_None);
   __pyx_k26 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":794 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":795 */
   Py_INCREF(Py_None);
   __pyx_k27 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":810 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":811 */
   Py_INCREF(Py_None);
   __pyx_k28 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":817 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":818 */
   Py_INCREF(Py_None);
   __pyx_k29 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":828 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":829 */
   Py_INCREF(Py_None);
   __pyx_k30 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":842 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":843 */
   Py_INCREF(Py_None);
   __pyx_k31 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":853 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":854 */
   Py_INCREF(Py_None);
   __pyx_k32 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":864 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":865 */
   Py_INCREF(Py_None);
   __pyx_k33 = Py_None;
 
-  /* "/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;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":876 */
+  __pyx_7 = PyFloat_FromDouble(0.0); if (!__pyx_7) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 876; 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 = 875; goto __pyx_L1;}
+  __pyx_8 = PyFloat_FromDouble(1.0); if (!__pyx_8) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 876; 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":888 */
-  __pyx_9 = PyFloat_FromDouble(0.0); if (!__pyx_9) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 888; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":889 */
+  __pyx_9 = PyFloat_FromDouble(0.0); if (!__pyx_9) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 889; 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 = 888; goto __pyx_L1;}
+  __pyx_10 = PyFloat_FromDouble(1.0); if (!__pyx_10) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 889; 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":901 */
-  __pyx_11 = PyFloat_FromDouble(0.0); if (!__pyx_11) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 901; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":902 */
+  __pyx_11 = PyFloat_FromDouble(0.0); if (!__pyx_11) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 902; 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 = 901; goto __pyx_L1;}
+  __pyx_12 = PyFloat_FromDouble(1.0); if (!__pyx_12) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 902; 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":914 */
-  __pyx_13 = PyFloat_FromDouble(0.0); if (!__pyx_13) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 914; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":915 */
+  __pyx_13 = PyFloat_FromDouble(0.0); if (!__pyx_13) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 915; 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 = 914; goto __pyx_L1;}
+  __pyx_14 = PyFloat_FromDouble(1.0); if (!__pyx_14) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 915; 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":932 */
-  __pyx_15 = PyFloat_FromDouble(1.0); if (!__pyx_15) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 932; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":933 */
+  __pyx_15 = PyFloat_FromDouble(1.0); if (!__pyx_15) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 933; 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":943 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":944 */
   Py_INCREF(Py_None);
   __pyx_k48 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":958 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":959 */
   Py_INCREF(Py_None);
   __pyx_k49 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":981 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":982 */
   Py_INCREF(Py_None);
   __pyx_k50 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":998 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":999 */
   Py_INCREF(Py_None);
   __pyx_k51 = Py_None;
 
-  /* "/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;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1017 */
+  __pyx_16 = PyFloat_FromDouble(1.0); if (!__pyx_16) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1017; 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":1027 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1028 */
   Py_INCREF(Py_None);
   __pyx_k54 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1038 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1039 */
   Py_INCREF(Py_None);
   __pyx_k55 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1052 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1053 */
   Py_INCREF(Py_None);
   __pyx_k56 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1080 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1081 */
   Py_INCREF(Py_None);
   __pyx_k57 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1094 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1095 */
   Py_INCREF(Py_None);
   __pyx_k58 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1152 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1153 */
   Py_INCREF(Py_None);
   __pyx_k59 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1230 */
-  __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;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1251 */
+  __pyx_17 = PyTuple_New(0); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1251; goto __pyx_L1;}
+  __pyx_18 = PyObject_CallObject(((PyObject*)__pyx_ptype_6mtrand_RandomState), __pyx_17); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1251; 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 = 1230; goto __pyx_L1;}
+  if (PyObject_SetAttr(__pyx_m, __pyx_n__rand, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1251; 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_seed); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1231; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1252 */
+  __pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1252; goto __pyx_L1;}
+  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_seed); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1252; 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 = 1231; goto __pyx_L1;}
+  if (PyObject_SetAttr(__pyx_m, __pyx_n_seed, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1252; 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_get_state); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1232; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1253 */
+  __pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1253; goto __pyx_L1;}
+  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_get_state); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1253; 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 = 1232; goto __pyx_L1;}
+  if (PyObject_SetAttr(__pyx_m, __pyx_n_get_state, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1253; goto __pyx_L1;}
   Py_DECREF(__pyx_18); __pyx_18 = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1233 */
-  __pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1233; goto __pyx_L1;}
-  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_set_state); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1233; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1254 */
+  __pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1254; goto __pyx_L1;}
+  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_set_state); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1254; 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 = 1233; goto __pyx_L1;}
+  if (PyObject_SetAttr(__pyx_m, __pyx_n_set_state, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1254; goto __pyx_L1;}
   Py_DECREF(__pyx_18); __pyx_18 = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1234 */
-  __pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1234; goto __pyx_L1;}
-  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_random_sample); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1234; goto __pyx_L1;}
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+  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_triangular); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1285; goto __pyx_L1;}
   Py_DECREF(__pyx_17); __pyx_17 = 0;
-  if (PyObject_SetAttr(__pyx_m, __pyx_n_triangular, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1264; goto __pyx_L1;}
+  if (PyObject_SetAttr(__pyx_m, __pyx_n_triangular, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1285; goto __pyx_L1;}
   Py_DECREF(__pyx_18); __pyx_18 = 0;
 
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-  __pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1266; goto __pyx_L1;}
-  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_binomial); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1266; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1287 */
+  __pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1287; goto __pyx_L1;}
+  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_binomial); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1287; goto __pyx_L1;}
   Py_DECREF(__pyx_17); __pyx_17 = 0;
-  if (PyObject_SetAttr(__pyx_m, __pyx_n_binomial, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1266; goto __pyx_L1;}
+  if (PyObject_SetAttr(__pyx_m, __pyx_n_binomial, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1287; goto __pyx_L1;}
   Py_DECREF(__pyx_18); __pyx_18 = 0;
 
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-  __pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1267; goto __pyx_L1;}
-  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_negative_binomial); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1267; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1288 */
+  __pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1288; goto __pyx_L1;}
+  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_negative_binomial); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1288; goto __pyx_L1;}
   Py_DECREF(__pyx_17); __pyx_17 = 0;
-  if (PyObject_SetAttr(__pyx_m, __pyx_n_negative_binomial, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1267; goto __pyx_L1;}
+  if (PyObject_SetAttr(__pyx_m, __pyx_n_negative_binomial, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1288; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1268 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1289 */
+  __pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1289; goto __pyx_L1;}
+  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_poisson); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1289; goto __pyx_L1;}
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-  if (PyObject_SetAttr(__pyx_m, __pyx_n_poisson, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1268; goto __pyx_L1;}
+  if (PyObject_SetAttr(__pyx_m, __pyx_n_poisson, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1289; goto __pyx_L1;}
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1290 */
+  __pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1290; goto __pyx_L1;}
+  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_zipf); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1290; goto __pyx_L1;}
   Py_DECREF(__pyx_17); __pyx_17 = 0;
-  if (PyObject_SetAttr(__pyx_m, __pyx_n_zipf, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1269; goto __pyx_L1;}
+  if (PyObject_SetAttr(__pyx_m, __pyx_n_zipf, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1290; goto __pyx_L1;}
   Py_DECREF(__pyx_18); __pyx_18 = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1270 */
-  __pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1270; goto __pyx_L1;}
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1291 */
+  __pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1291; goto __pyx_L1;}
+  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_geometric); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1291; goto __pyx_L1;}
   Py_DECREF(__pyx_17); __pyx_17 = 0;
-  if (PyObject_SetAttr(__pyx_m, __pyx_n_geometric, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1270; goto __pyx_L1;}
+  if (PyObject_SetAttr(__pyx_m, __pyx_n_geometric, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1291; goto __pyx_L1;}
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-  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_hypergeometric); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1271; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1292 */
+  __pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1292; goto __pyx_L1;}
+  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_hypergeometric); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1292; goto __pyx_L1;}
   Py_DECREF(__pyx_17); __pyx_17 = 0;
-  if (PyObject_SetAttr(__pyx_m, __pyx_n_hypergeometric, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1271; goto __pyx_L1;}
+  if (PyObject_SetAttr(__pyx_m, __pyx_n_hypergeometric, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1292; goto __pyx_L1;}
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+  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_logseries); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1293; goto __pyx_L1;}
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+  if (PyObject_SetAttr(__pyx_m, __pyx_n_logseries, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1293; goto __pyx_L1;}
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-  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_multivariate_normal); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1274; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1295 */
+  __pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1295; goto __pyx_L1;}
+  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_multivariate_normal); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1295; goto __pyx_L1;}
   Py_DECREF(__pyx_17); __pyx_17 = 0;
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+  if (PyObject_SetAttr(__pyx_m, __pyx_n_multivariate_normal, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1295; goto __pyx_L1;}
   Py_DECREF(__pyx_18); __pyx_18 = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1275 */
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-  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_multinomial); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1275; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1296 */
+  __pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1296; goto __pyx_L1;}
+  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_multinomial); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1296; goto __pyx_L1;}
   Py_DECREF(__pyx_17); __pyx_17 = 0;
-  if (PyObject_SetAttr(__pyx_m, __pyx_n_multinomial, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1275; goto __pyx_L1;}
+  if (PyObject_SetAttr(__pyx_m, __pyx_n_multinomial, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1296; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1277 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1298 */
+  __pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1298; goto __pyx_L1;}
+  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_shuffle); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1298; goto __pyx_L1;}
   Py_DECREF(__pyx_17); __pyx_17 = 0;
-  if (PyObject_SetAttr(__pyx_m, __pyx_n_shuffle, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1277; goto __pyx_L1;}
+  if (PyObject_SetAttr(__pyx_m, __pyx_n_shuffle, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1298; 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;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1299 */
+  __pyx_17 = __Pyx_GetName(__pyx_m, __pyx_n__rand); if (!__pyx_17) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1299; goto __pyx_L1;}
+  __pyx_18 = PyObject_GetAttr(__pyx_17, __pyx_n_permutation); if (!__pyx_18) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1299; 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 = 1278; goto __pyx_L1;}
+  if (PyObject_SetAttr(__pyx_m, __pyx_n_permutation, __pyx_18) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1299; goto __pyx_L1;}
   Py_DECREF(__pyx_18); __pyx_18 = 0;
   return;
   __pyx_L1:;
@@ -8572,6 +8729,36 @@
     return 0;
 }
 
+static PyObject *__Pyx_GetExcValue(void) {
+    PyObject *type = 0, *value = 0, *tb = 0;
+    PyObject *result = 0;
+    PyThreadState *tstate = PyThreadState_Get();
+    PyErr_Fetch(&type, &value, &tb);
+    PyErr_NormalizeException(&type, &value, &tb);
+    if (PyErr_Occurred())
+        goto bad;
+    if (!value) {
+        value = Py_None;
+        Py_INCREF(value);
+    }
+    Py_XDECREF(tstate->exc_type);
+    Py_XDECREF(tstate->exc_value);
+    Py_XDECREF(tstate->exc_traceback);
+    tstate->exc_type = type;
+    tstate->exc_value = value;
+    tstate->exc_traceback = tb;
+    result = value;
+    Py_XINCREF(result);
+    type = 0;
+    value = 0;
+    tb = 0;
+bad:
+    Py_XDECREF(type);
+    Py_XDECREF(value);
+    Py_XDECREF(tb);
+    return result;
+}
+
 static int __Pyx_InternStrings(__Pyx_InternTabEntry *t) {
     while (t->p) {
         *t->p = PyString_InternFromString(t->s);

Modified: trunk/numpy/random/mtrand/mtrand.pyx
===================================================================
--- trunk/numpy/random/mtrand/mtrand.pyx	2006-12-09 20:00:27 UTC (rev 3482)
+++ trunk/numpy/random/mtrand/mtrand.pyx	2006-12-09 22:39:26 UTC (rev 3483)
@@ -1,3 +1,4 @@
+
 # mtrand.pyx -- A Pyrex wrapper of Jean-Sebastien Roy's RandomKit
 #
 # Copyright 2005 Robert Kern (robert.kern at gmail.com)
@@ -1206,23 +1207,23 @@
         shuffle(x)
         """
         cdef long i, j
-        cdef int copy=0
+        cdef int copy
 
         i = len(x) - 1
         try:
- 	    j = len(x[0])
+            j = len(x[0])
         except:
             j = 0
 
         if (j == 0):
-	    # adaptation of random.shuffle()
+            # adaptation of random.shuffle()
             while i > 0:
                 j = rk_interval(i, self.internal_state)
                 x[i], x[j] = x[j], x[i]
                 i = i - 1
         else:
             # make copies
-	    copy = hasattr(x[0].copy)
+            copy = hasattr(x[0], 'copy')
             if copy:                 
                 while(i > 0):
                     j = rk_interval(i, self.internal_state)



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