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20 changes: 20 additions & 0 deletions chainladder/core/pandas.py
Original file line number Diff line number Diff line change
Expand Up @@ -269,6 +269,26 @@ def fillna(self, value=None, inplace=False):
new_obj = self.copy()
return new_obj.fillna(value=value, inplace=True)

def fillzero(self, inplace=False):
"""Fill nan with 0 by axis. separate function from fillna() because fillna(0) isn't working
Parameters
----------
inplace: boolean, default = False
Whether to modify the triangle object directly (True), or
return a new modified triangle (False).

Returns
-------
Triangle
"""
if inplace:
xp = self.get_array_module()
self.values = np.where((xp.nan_to_num(self.values) == 0) * (self.nan_triangle == 1), self.nan_triangle * 0, self.values)
return self
else:
new_obj = self.copy()
return new_obj.fillzero(inplace=True)

def drop(self, labels=None, axis=1):
"""Drop specified labels from rows or columns.

Expand Down
6 changes: 6 additions & 0 deletions chainladder/core/tests/test_triangle.py
Original file line number Diff line number Diff line change
Expand Up @@ -923,3 +923,9 @@ def test_OXDX_triangle():
#elif x in [6,3]:
#assert np.all(tri.origin.strftime('%Y') == pd.to_datetime(tri.odims).strftime('%Y'))
#assert np.all(tri.origin.strftime('%q').values.astype(float) == np.ceil((pd.to_datetime(tri.odims).strftime('%m').values.astype(int) - 0.5) / 3))

def test_fillzero():
raa = cl.load_sample('raa')
zero = raa - raa[raa.origin=='1982']
filled = zero.fillzero()
assert (filled[filled.origin == '1982'][filled.development == 24].values.flatten()[0]) == 0