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BUG: resample and apply modify the index type for empty Series #14313

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jluttine opened this issue Sep 28, 2016 · 2 comments · Fixed by #17149
Closed

BUG: resample and apply modify the index type for empty Series #14313

jluttine opened this issue Sep 28, 2016 · 2 comments · Fixed by #17149
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Bug Indexing Related to indexing on series/frames, not to indexes themselves Resample resample method
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@jluttine
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jluttine commented Sep 28, 2016

A small, complete example of the issue

Consider the following two resamplings on empty Series:

>>> import pandas as pd

# These work:

>>> pd.Series(index=pd.DatetimeIndex([]), data=[]).resample('H').apply(np.sum).index
DatetimeIndex([], dtype='datetime64[ns]', freq='H')

>>> pd.Series(index=pd.DatetimeIndex([]), data=[], name="foobar").resample('H').apply(np.sum).name
'foobar'

# These don't work properly:

>>> pd.Series(index=pd.DatetimeIndex([]), data=[]).resample('H').apply(lambda x: 1).index
Index([], dtype='object')

>>> pd.Series(index=pd.DatetimeIndex([]), data=[], name="foobar").resample('H').apply(lambda x: 1).name
# no output

Expected Output

I would have expected that the index in the second example would be the same as in the first one. That is, the expected output:

>>> pd.Series(index=pd.DatetimeIndex([]), data=[]).resample('H').apply(lambda x: 1).index
DatetimeIndex([], dtype='datetime64[ns]', freq='H')

Also, name attribute shouldn't get lost:

>>> pd.Series(index=pd.DatetimeIndex([]), data=[], name="foobar").resample('H').apply(lambda x: 1).name
'foobar'

I suspect that there might be other attributes / metadata that is lost too.

Output of pd.show_versions()

## INSTALLED VERSIONS

commit: None
python: 3.5.2.final.0
python-bits: 64
OS: Linux
OS-release: 4.7.5-gnu-1
machine: x86_64
processor:
byteorder: little
LC_ALL: None
LANG: en_US.UTF-8
LOCALE: en_US.UTF-8

pandas: 0.19.0rc1
nose: 1.3.6
pip: 8.1.2
setuptools: 27.3.0
Cython: 0.24.1
numpy: 1.11.1
scipy: 0.18.1
statsmodels: None
xarray: None
IPython: 5.0.0
sphinx: 1.4.5
patsy: None
dateutil: 2.5.3
pytz: 2016.6.1
blosc: None
bottleneck: None
tables: 3.2.3.1
numexpr: 2.6.1
matplotlib: 1.5.2
openpyxl: None
xlrd: 1.0.0
xlwt: None
xlsxwriter: None
lxml: None
bs4: 4.5.1
html5lib: None
httplib2: 0.9.2
apiclient: 1.5.1
sqlalchemy: 1.0.15
pymysql: None
psycopg2: 2.6.2 (dt dec pq3 ext lo64)
jinja2: 2.8
boto: None
pandas_datareader: None

@jreback
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jreback commented Sep 28, 2016

yep, looks like a bug, pull-requests are appreciated.

@jreback jreback added Bug Indexing Related to indexing on series/frames, not to indexes themselves Resample resample method labels Sep 28, 2016
@jreback jreback added this to the 0.19.1 milestone Sep 28, 2016
@jreback jreback changed the title resample and apply modify the index type for empty Series BUG: resample and apply modify the index type for empty Series Sep 28, 2016
@jluttine
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Probably caused by the same bug: name attribute is also lost in the latter example. I'll update the original post.

@jorisvandenbossche jorisvandenbossche modified the milestones: 0.20.0, 0.19.1 Oct 31, 2016
@jreback jreback modified the milestones: 0.20.0, Next Major Release Mar 23, 2017
@jreback jreback modified the milestones: 0.21.0, Next Major Release Aug 2, 2017
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Labels
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