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BUG: GroupBy().fillna() performance regression #37149

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Merged
merged 10 commits into from
Oct 18, 2020
Merged

BUG: GroupBy().fillna() performance regression #37149

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8bc61db
#36757 fix for speed issue
smithto1 Oct 15, 2020
1f8f593
whatsnew
smithto1 Oct 15, 2020
8199ba4
merging master
smithto1 Oct 15, 2020
03bb0be
addressing comments
smithto1 Oct 16, 2020
045e068
Merge remote-tracking branch 'upstream/master' into issue36757
smithto1 Oct 16, 2020
19ddf0d
added asv FillNA
smithto1 Oct 16, 2020
5412aaa
fixing FillNA
smithto1 Oct 16, 2020
bafedb5
black
smithto1 Oct 17, 2020
3272b9b
merging master
smithto1 Oct 17, 2020
8a93e0b
addressing comments
smithto1 Oct 17, 2020
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15 changes: 7 additions & 8 deletions asv_bench/benchmarks/groupby.py
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Original file line number Diff line number Diff line change
Expand Up @@ -361,16 +361,15 @@ def time_category_size(self):
class FillNA:
def setup(self):
N = 1500
self.df = DataFrame({
'group' : [1] * N + [2] * N,
'value' : [np.nan, 1.0] * N
}).set_index('group')

self.df = DataFrame(
{"group": [1] * N + [2] * N, "value": [np.nan, 1.0] * N}
).set_index("group")

def time_df_ffill(self):
self.df.groupby('group').fillna(method='ffill')
self.df.groupby("group").fillna(method="ffill")

def time_srs_ffill(self):
self.df.groupby('group')['value'].fillna(method='ffill')
self.df.groupby("group")["value"].fillna(method="ffill")


class GroupByMethods:
Expand Down