Skip to content

0.24.0 Regression in DataFrame.to_dict(orient='records') with whitespace column headers #24991

Closed
@omni-vi

Description

@omni-vi

Code Sample, a copy-pastable example if possible

import pandas as pd
df2 = pd.DataFrame({'a': [1], 'a b': [2]})
df2.to_dict(orient="records")

Problem description

If a dataframe header contains two fields that start with the same substring, followed by whitespace, the header is not used as dict-key.

An example explains it best:

The expected output (works with 0.23.4) is

[{'a': 1, 'a b': 2}]

The actual output with 0.24.0 is

[{'a': 1, '_1': 2}]

Notice, that the second key is now _1 and not a b as expected

Output of pd.show_versions()

INSTALLED VERSIONS ------------------ commit: None python: 3.7.2.final.0 python-bits: 64 OS: Darwin OS-release: 18.2.0 machine: x86_64 processor: i386 byteorder: little LC_ALL: None LANG: de_DE.UTF-8 LOCALE: de_DE.UTF-8

pandas: 0.24.0
pytest: None
pip: 19.0.1
setuptools: 40.6.3
Cython: None
numpy: 1.16.0
scipy: None
pyarrow: None
xarray: None
IPython: 7.2.0
sphinx: None
patsy: None
dateutil: 2.7.5
pytz: 2018.9
blosc: None
bottleneck: None
tables: None
numexpr: None
feather: None
matplotlib: None
openpyxl: None
xlrd: None
xlwt: None
xlsxwriter: None
lxml.etree: None
bs4: None
html5lib: None
sqlalchemy: None
pymysql: None
psycopg2: None
jinja2: None
s3fs: None
fastparquet: None
pandas_gbq: None
pandas_datareader: None
gcsfs: None

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions