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refactoring

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This commit is contained in:
frankknoll
2023-12-02 12:21:04 +01:00
parent c48587cb22
commit 409aa5460e
1 changed files with 8 additions and 6 deletions
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14
src/SymptomsCausedByVaccines/DataFrameFilter.py
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@@ -6,12 +6,14 @@ class DataFrameFilter:
@staticmethod @staticmethod
def _withoutZeroRows(dataFrame): def _withoutZeroRows(dataFrame):
return dataFrame.loc[~DataFrameFilter._isZeroRow(dataFrame)] isZeroRow = DataFrameFilter._isAllZero(dataFrame, 'columns')
return dataFrame.loc[~isZeroRow]
@staticmethod
def _isZeroRow(dataFrame):
return (dataFrame == 0.0).all(axis = 'columns')
@staticmethod @staticmethod
def _withoutZeroColumns(dataFrame): def _withoutZeroColumns(dataFrame):
return dataFrame.loc[:, (dataFrame != 0.0).any(axis = 'index')] isZeroColumn = DataFrameFilter._isAllZero(dataFrame, 'index')
return dataFrame.loc[:, ~isZeroColumn]
@staticmethod
def _isAllZero(dataFrame, axis):
return (dataFrame == 0.0).all(axis = axis)