From c1c17bc59d1ecfe703dbaf67fc69102786d794ef Mon Sep 17 00:00:00 2001
From: Steve Nyemba <nyemba@gmail.com>
Date: Tue, 25 Jul 2023 14:40:45 -0500
Subject: [PATCH] bug fix: random shuffle

---
 data/maker/__init__.py | 10 ++++++----
 1 file changed, 6 insertions(+), 4 deletions(-)

diff --git a/data/maker/__init__.py b/data/maker/__init__.py
index 8327eea..28d224c 100644
--- a/data/maker/__init__.py
+++ b/data/maker/__init__.py
@@ -559,7 +559,7 @@ class Shuffle(Generator):
         
     def run(self):
         
-        np.random.seed(1)
+        
         
         self.initalize()
         #
@@ -589,10 +589,12 @@ class Shuffle(Generator):
         for _columns in _invColumns :
             
             _tmpdf = self._df[_columns].copy()[_columns]
+            np.random.seed(1)
             np.random.shuffle(_index)
-            
-            _tmpdf = _tmpdf.iloc[_index]
-            
+            print (_columns,_index)
+            # _values = _tmpdf.values[_index]
+            #_tmpdf = _tmpdf.iloc[_index]
+            _tmpdf = pd.DataFrame(_tmpdf.values[_index],columns=_columns)
             if _xdf.shape[0] == 0 :
                 _xdf = _tmpdf
             else: