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bug fix: random empty values

This commit is contained in:
Steve Nyemba 2022-08-10 17:06:33 -05:00
parent 7ad0016617
commit e47ffb3fae
1 changed files with 5 additions and 1 deletions
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6
data/maker/prepare/__init__.py
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@ -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)