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Similar to #12560, but it has appeared to stall. Wanted to push it along.

@max-sixty
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max-sixty commented Nov 30, 2016

I think nunique was one of a few cases I hadn't completed when trying to solve some of these groupby + empty series. Generally I had tried to remove empty as a special case. But if that's not possible, sobeit.

Regardless we should use shallow_copy rather than Series here

ids, _, _ = self.grouper.group_info

if len(ids) == 0:
return Series(index=self.dtype.index, name=self.name)
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index=self.obj.index

return Series(index=self.dtype.index, name=self.name)

val = self.obj.get_values()

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actualy I'd rather you fix like this:

diff --git a/pandas/core/groupby.py b/pandas/core/groupby.py
index afddb86..f720a62 100644
--- a/pandas/core/groupby.py
+++ b/pandas/core/groupby.py
@@ -2928,7 +2928,10 @@ class SeriesGroupBy(GroupBy):
             inc[idx] = 1
 
         out = np.add.reduceat(inc, idx).astype('int64', copy=False)
-        res = out if ids[0] != -1 else out[1:]
+        if len(ids):
+            res = out if ids[0] != -1 else out[1:]
+        else:
+            res = out[1:]
         ri = self.grouper.result_index
 
         # we might have duplications among the bins

…12553)

Modified tests

simplify tests

Add whatsnew

Moved len check
@mroeschke
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Thanks @jreback, moved the len check down the stack. Just waiting for Travis to finish the build.

@jreback jreback added this to the 0.19.2 milestone Dec 4, 2016
@jreback jreback closed this in c0e13d1 Dec 4, 2016
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jreback commented Dec 4, 2016

thanks @mroeschke

jorisvandenbossche pushed a commit that referenced this pull request Dec 15, 2016
@mroeschke mroeschke deleted the fix_12553 branch December 20, 2017 01:58
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SeriesGroupby.nunique raises an IndexError on empty Series
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