bug fix with shuffler

data/maker/__init__.py

@@ -341,16 +341,21 @@ class Shuffle(Generator):
         super().__init__(**_args)
     def run(self):
         
-
+        np.random.seed(1)
         self.initalize()
         _index = np.arange(self._df.shape[0])
         np.random.shuffle(_index)
+        np.random.shuffle(_index)
         _iocolumns = self.info['columns']
         _ocolumns = list(set(self._df.columns) - set(_iocolumns) )
         # _iodf = pd.DataFrame(self._df[_ocolumns],self._df.loc[_index][_iocolumns],index=np.arange(_index.size))
-        _iodf = pd.DataFrame(self._df[_iocolumns],index = np.arange(_index.size))
+        _iodf = pd.DataFrame(self._df[_iocolumns].copy(),index = np.arange(_index.size))
-        self._df = self._df[_ocolumns].join(_iodf)
+        # self._df = self._df.loc[_index][_ocolumns].join(_iodf)
-       
+        self._df = self._df.loc[_index][_ocolumns]
+        self._df.index = np.arange(self._df.shape[0])
+        self._df = self._df.join(_iodf)
+
+        
         
         _log = {'action':'io-data','input':{'candidates':1,'rows':int(self._df.shape[0])}}
         self.log(**_log)

setup.py

@@ -4,7 +4,7 @@ import sys
 
 def read(fname):
     return open(os.path.join(os.path.dirname(__file__), fname)).read() 
-args = {"name":"data-maker","version":"1.5.2",
+args = {"name":"data-maker","version":"1.5.3",
         "author":"Vanderbilt University Medical Center","author_email":"steve.l.nyemba@vumc.org","license":"MIT",
         "packages":find_packages(),"keywords":["healthcare","data","transport","protocol"]}
 args["install_requires"] = ['data-transport@git+https://dev.the-phi.com/git/steve/data-transport.git','tensorflow']