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>>>df=pd.DataFrame({'id':list('aabbb'),
'date':pd.date_range('1-1-2016', periods=5),
'data':1})
>>>df.groupby('id').resample('2D', on='date').sum() #correctdataiddatea2016-01-012b2016-01-0322016-01-051>>>df.set_index('date').groupby('id').resample('2D')['data'].sum() #correctiddatea2016-01-012b2016-01-0322016-01-051Name: data, dtype: int64>>>df.groupby('id').resample('2D', on='date')['data'].sum() #errorKeyError: 'The grouper name date is not found'
Problem description
Using a groupby followed by resample with the datetime not in the index forces the use of the on parameter. Unfortunately, this produces a key error whenever selecting a column to apply a function to.
The text was updated successfully, but these errors were encountered:
tdpetrou
changed the title
groupby with resample with date not in index errors when selecting column to apply function
groupby with resample using on parameter errors when selecting column to apply function
Oct 7, 2017
jreback
changed the title
groupby with resample using on parameter errors when selecting column to apply function
BUG: groupby with resample using on parameter errors when selecting column to apply function
Oct 8, 2017
…olumn to apply function
closespandas-dev#17813
Author: discort <[email protected]>
Closespandas-dev#19433 from discort/fix_17813 and squashes the following commits:
2f25d40 [discort] Fixed bug in df.resample using 'on' parameter
Code Sample, a copy-pastable example if possible
Problem description
Using a
groupby
followed byresample
with the datetime not in the index forces the use of theon
parameter. Unfortunately, this produces a key error whenever selecting a column to apply a function to.Expected Output
Same as second one from above.
Output of
pd.show_versions()
INSTALLED VERSIONS
commit: None
python: 3.6.1.final.0
python-bits: 64
OS: Darwin
OS-release: 15.6.0
machine: x86_64
processor: i386
byteorder: little
LC_ALL: None
LANG: en_US.UTF-8
LOCALE: en_US.UTF-8
pandas: 0.20.3
pytest: 3.0.7
pip: 9.0.1
setuptools: 35.0.2
Cython: 0.25.2
numpy: 1.13.1
scipy: 0.19.0
xarray: None
IPython: 6.0.0
sphinx: 1.5.5
patsy: 0.4.1
dateutil: 2.6.1
pytz: 2017.2
blosc: None
bottleneck: 1.2.0
tables: 3.4.2
numexpr: 2.6.2
feather: None
matplotlib: 2.0.2
openpyxl: 2.4.7
xlrd: 1.0.0
xlwt: 1.2.0
xlsxwriter: 0.9.6
lxml: 3.7.3
bs4: 4.6.0
html5lib: 0.9999999
sqlalchemy: 1.1.9
pymysql: None
psycopg2: None
jinja2: 2.9.6
s3fs: None
pandas_gbq: None
pandas_datareader: 0.3.0.post
The text was updated successfully, but these errors were encountered: