bug fix: random empty values

data/maker/prepare/__init__.py

@@ -265,7 +265,11 @@ class Input :
         _values = np.array( list(self._map.values()))
         _matrix = pd.DataFrame(_matrix) #if type(_matrix) != pd.DataFrame else _matrix
         # x = _matrix.apply(lambda row: _values[row.values == 1 ].tolist()[0] if row.values.sum() > 0 else None, axis=1).tolist()
-        x = _matrix.apply(lambda row: _values[row.values == 1].tolist()[0] if (row.values == 1).sum() > 0 else np.repeat(None,len(self._columns)) ,axis=1).tolist()
+        #@TODO: Provide random values for things that are missing
+        
+        # x = _matrix.apply(lambda row: _values[row.values == 1].tolist()[0] if (row.values == 1).sum() > 0 else np.repeat(None,len(self._columns)) ,axis=1).tolist()
+        
+        x = _matrix.apply(lambda row: _values[row.values == 1].tolist()[0] if (row.values == 1).sum() > 0 else np.random.choice(np.matrix.flatten(_values,1)).tolist() ,axis=1).tolist()
         return pd.DataFrame(x,columns=columns)