bug fix

data/maker/__init__.py

@@ -223,16 +223,22 @@ class Generator (Learner):
                     #
                     # Sometimes messy data has unpleasant surprises
                     continue
-                _values = np.random.dirichlet(values[index].astype(_type))    
+                
+                _values = np.random.rand( len(values[index]))   
+                _values += np.std(values[index]) / 4
                 
                 values[index] = list(values[index] + _values )if np.random.randint(0,2) else list(values[index] - _values)
                 values[index] = values[index].astype(_type)
                 x += values.tolist()
-            print (batches)
+            
             if x :   
-                _log['input']['identical_percentage'] = 100 * (1 - np.divide( (_df[name].dropna() == x).sum(),_df[name].dropna().size))
+                _log['input']['identical_percentage'] = 100 * (np.divide( (_df[name].dropna() == x).sum(),_df[name].dropna().size))
-                _df[name] = x  #np.array(x,dtype=np.int64) if 'int' in _type  else np.arry(x,dtype=np.float64)
+                print (_df[name] == x)
                 
+                print (_log)
+
+
+                _df[name] = x  #np.array(x,dtype=np.int64) if 'int' in _type  else np.arry(x,dtype=np.float64)
                 self.log(**_log)
         return _df
     def make_date(self,**_args) :