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Handle exceptions while fixing columns #248

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Handle exceptions while fixing columns #248

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20 changes: 13 additions & 7 deletions sdg/inputs/InputBase.py
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Original file line number Diff line number Diff line change
Expand Up @@ -74,13 +74,19 @@ def fix_dataframe_columns(self, df):
The same dataframe with rearranged columns
"""

cols = df.columns.tolist()
cols.pop(cols.index('Year'))
cols.pop(cols.index('Value'))
for col in cols:
df[col] = df[col].map(str, na_action='ignore')
cols = ['Year'] + cols + ['Value']
return df[cols]
try:
cols = df.columns.tolist()
cols.pop(cols.index('Year'))
cols.pop(cols.index('Value'))
for col in cols:
df[col] = df[col].map(str, na_action='ignore')
cols = ['Year'] + cols + ['Value']
return df[cols]
except Exception as e:
self.warn('Unable to fix Year/Value columns. Exception below:')
self.warn(str(e))
return df


def fix_empty_values(self, df):
"""Ensure that empty values are np.NaN rather than None or "".
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