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Series name information is lost when doing DataFrame.apply() #983
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I tested this on a non-mixed type DataFrame, I'm unsure in the case of mixed-types. |
see als mailing list discussion |
it's a done deal |
Unfortunately, there are still some issues. When doing axis=1, the name is preserved only in the first iteration (or not preserved at all in some cases): I checked by using a function that only prints out the Series out and returns the same series and after the first iteration, name information is lost. The behavior is more consistent with axis=0. In [17]: df = pandas.DataFrame(index=["A", "B", "C"],
data={"Foo": [1,2,3], "Bar": [5,6,7],
"Baz":[8, 9, 10]})
In [18]: def foo(x):
print x.name
return x
....:
In [19]: df.apply(foo, axis=1)
None
None
None
Out[19]:
Bar Baz Foo
A 5 8 1
B 6 9 2
C 7 10 3
In [20]: df.apply(foo, axis=0)
Bar
Baz
Foo
Out[20]:
Bar Baz Foo
A 5 8 1
B 6 9 2
C 7 10 3 |
You're right-- I only fixed it in the reduction code. I'll take another look |
OK, fixed this and added tests. looks OK now |
* commit 'v0.7.2-111-gf7b9139': (178 commits) DOC: refer to pydata@googlegroups.com instead of pystatsmodels@googlegroups.com DOC: fix url to vbench moved over to pydata DOC: some docs re: Panel.from_dict with orient='minor', close pandas-dev#1009 ENH: use filtered exog index for the y_predict result, per pandas-dev#1027 close pandas-dev#1008 ENH: make method signature more consistent with new statsmodels behavior. Uses dot product directly so pandas users aren't affected by statsmodels API change ENH: added OLS.predict method; pass through call to statsmodels ols predict method DOC: encoding affects python 2 and 3 DOC: read_fwf doc tweaks for 0.7.3 Sphinx documentation for read_fwf DOC: add what's new for 0.7.3, some scatter_matrix improvements TST: python 3 fixes BUG: return ax.get_figure() in scatter_plot if ax argument is not None add ax kwd to several functions and push ax into subplots so new subplot axes is generated on the ax's figure ENH: label sizes and rotations for histogram TST: test cases for both Series and DataFrame histogram DOC: all 0.7.3 issues should now be in either new features or bug fixes ENH: partial multiple setting on first level via .ix on DataFrame, close pandas-dev#409 RLS: python 2.5 compatibility stuff with boolean arrays BUG: treat None as NA in DataFrame arithmetic operations, pandas-dev#992 BUG: fix indexing error when selecting section of a hierarchically-indexed DataFrame row, close pandas-dev#1013 ENH: attach name to Series on axis=1 in DataFrame.apply, pandas-dev#983 ...
On both axes, the generated Series on which the function has to work lack the "name" attribute (either the row name or th column name).
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