Skip to content

BUG: DateTimeIndex asof() broken by mixed frequency / non-midnight times #50946

@hagrid67

Description

@hagrid67

Pandas version checks

  • I have checked that this issue has not already been reported.

  • I have confirmed this bug exists on the latest version of pandas.

  • I have confirmed this bug exists on the main branch of pandas.

Reproducible Example

import pandas as pd
dr1 = pd.date_range("2021-08-05", "2021-08-10", freq="1D")
print(dr1)  # prints dates only
print(dr1.asof("2021-08-09"))  # correctly prints 2021-08-09 00:00:00
# dr2 = dr1.append(pd.DatetimeIndex(["2021-08-11 00:00:00"]))  # adding a midnight time works fine
dr2 = dr1.append(pd.DatetimeIndex(["2021-08-11 00:00:01"]))   # non-midnight time breaks asof
print(dr2)  # prints dates and times, now that there is a non-midnight time - this is fine.
# wrongly prints 2021-08-06 00:00:00 even though 2021-08-09 exists in Index:
print("This should be 2021-08-09: ", dr2.asof("2021-08-09"))  
print("2021-08-09" in dr2)  # True, so why does asof not find it?

Issue Description

Using a daily DateTimeIndex, if an entry is appended which does not have a midnight time, then asof() can no longer find existing midnight datetimes.
I have reproduced the problem with 1.5.2, 1.5.3 and the nightly build '2.0.0.dev0+1147.g7cb7592523' (see below), all with Python 3.10.

Expected Behavior

dr2.asof("2021-08-09") should return "2021-08-09"

Installed Versions

INSTALLED VERSIONS

commit : 7cb7592
python : 3.10.4.final.0
python-bits : 64
OS : Linux
OS-release : 5.13.0-35-generic
Version : #40~20.04.1-Ubuntu SMP Mon Mar 7 09:18:32 UTC 2022
machine : x86_64
processor : x86_64
byteorder : little
LC_ALL : None
LANG : en_GB.UTF-8
LOCALE : en_GB.UTF-8

pandas : 2.0.0.dev0+1147.g7cb7592523
numpy : 1.23.5
pytz : 2022.1
dateutil : 2.8.2
setuptools : 44.0.0
pip : 22.3.1
Cython : None
pytest : 7.2.0
hypothesis : None
sphinx : None
blosc : None
feather : None
xlsxwriter : 3.0.6
lxml.etree : 4.9.1
html5lib : None
pymysql : None
psycopg2 : None
jinja2 : 3.1.2
IPython : 8.7.0
pandas_datareader: None
bs4 : 4.11.1
bottleneck : None
brotli : 1.0.9
fastparquet : None
fsspec : None
gcsfs : None
matplotlib : 3.6.1
numba : None
numexpr : None
odfpy : None
openpyxl : 3.0.10
pandas_gbq : None
pyarrow : 10.0.0
pyreadstat : None
pyxlsb : None
s3fs : None
scipy : 1.9.3
snappy : None
sqlalchemy : 0.7.10
tables : None
tabulate : 0.9.0
xarray : None
xlrd : 2.0.1
zstandard : None
tzdata : None
qtpy : 2.1.0
pyqt5 : None

Metadata

Metadata

Assignees

No one assigned

    Labels

    BugDatetimeDatetime data dtypeIndexRelated to the Index class or subclasses

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions