BUG: category index levels casted to non-category dtype in merge #37480
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Labels
Bug
Categorical
Categorical Data Type
Needs Tests
Unit test(s) needed to prevent regressions
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
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Code Sample, a copy-pastable example
Problem description
I have 2 data frames, df3, and df4. Index of df3 is z, x and index of df4 is z, x, y.
All x, y, z are categorical, and index x is of the same category-dtype in df3 as in df4, since df3 and df4 are created from groupby on the same data frame df2. For the same reason, index z is of the same category-dtype in df3 as in df4.
So, I think after the merge, index x and z should stay as category.
But they are not, this is what I get:
z int64
x int64
y category
dtype: object
Expected Output
z category
x category
y category
dtype: object
Output of
pd.show_versions()
INSTALLED VERSIONS
commit : f2ca0a2
python : 3.8.5.final.0
python-bits : 64
OS : Windows
OS-release : 10
Version : 10.0.18362
machine : AMD64
processor : Intel64 Family 6 Model 94 Stepping 3, GenuineIntel
byteorder : little
LC_ALL : None
LANG : None
LOCALE : English_United States.1252
pandas : 1.1.1
numpy : 1.19.0
pytz : 2020.1
dateutil : 2.8.1
pip : 20.2.3
setuptools : 47.1.0
Cython : None
pytest : None
hypothesis : None
sphinx : None
blosc : None
feather : None
xlsxwriter : None
lxml.etree : 4.5.1
html5lib : None
pymysql : None
psycopg2 : None
jinja2 : 2.11.2
IPython : 7.18.1
pandas_datareader: None
bs4 : None
bottleneck : None
fsspec : None
fastparquet : None
gcsfs : None
matplotlib : 3.2.2
numexpr : None
odfpy : None
openpyxl : 3.0.3
pandas_gbq : None
pyarrow : None
pytables : None
pyxlsb : None
s3fs : None
scipy : 1.5.0
sqlalchemy : 1.3.18
tables : None
tabulate : None
xarray : None
xlrd : None
xlwt : None
numba : None
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