Pandas huge memory allocation and slowdown when indexing

Code Sample, a copy-pastable example if possibleTo run this code you'll need a somewhat large matrix. You can get my ex...

Pandas BUG: exclude object columns in DataFrame resample even if they are numeric

xref #3087xref #12537 i have a dataframe like this df2011-01-07 14:51:00 42882011-01-07 14:52:00 42622011-01-07 ...

Pandas COMPAT: numexpr interop of logical operations with non-boolean dtypes

#### Code Sample, a copy-pastable example if possible# encoding: UTF-8import pandas as pdimport numpy as npdata1 = {&quo...

Pandas BUG: inconsistent DataFrame.agg behavoir when passing as kwargs numeric_only=True

Pandas version checks[X] I have checked that this issue has not already been reported.[X] I have confirmed this bug exis...

Pandas Series[datetime64/timedelta64] bool ops broken

dti = pd.date_range('2016-01-01', periods=3)ser = pd.Series(dti)tr = np.array([True, True, True])>>> ser & ...

Pandas BUG: python crashes on filtering with .loc on boolean Series with dtype_backend=pyarrow on some dataframes.

This bug is related to pandas 2.0. On 1.5.3 (with numpy as dtype backend) everything works.Pandas version checks[X] I ha...

Pandas Categorical columns are slow in groupby operations

Code Sample, a copy-pastable example if possibleimport pandas as pdimport randomSIZE = 100000GROUPS = 10000 # The large...

Pandas DOC: ddof in cov when nans present

Pandas version checks[X] I have checked that the issue still exists on the latest versions of the docs on main hereLocat...

Pandas BUG: Incorrect IntervalIndex.is_overlapping

Pandas version checks[X] I have checked that this issue has not already been reported.[X] I have confirmed this bug exis...

Pandas DEPR: flags

Splitting discussion off from #51280 PR #52153The checking and propagation of flags in __finalize__ means a small-but-ev...

Pandas BUG/COMPAT: assert_* functions failing with nested arrays and latest numpy

When using the latest nightly numpy (1.25.0.dev0+..), we are getting some errors in the pyarrow test suite, that come fr...

Pandas BUG: pd.ExcelWriter(.., mode="a", if_sheet_exists="overlay") gives unexpected result

Pandas version checks[X] I have checked that this issue has not already been reported.[X] I have confirmed this bug exis...

Pandas DOC: Reshaping Improvement

Pandas version checks[X] I have checked that the issue still exists on the latest versions of the docs on main hereLocat...

Pandas BUG: groupby.transform doesn't raise on missing arguments

For Example, fillna requires method kwarg to be specified. the frame methodraises an exception if it is missing, but tra...

Pandas API/DES: Non-Nanosecond Tracker

Support for non-nanosecond timedelta64, datetime64, and datetime64tz is coming along. The next big planned steps are to...

Pandas BUG: comparing pd.Timedelta with timedelta.max fails

Pandas version checks[X] I have checked that this issue has not already been reported.[X] I have confirmed this bug exis...

Pandas BUG: DataFrame.convert_dtypes() converting object to pd.ArrowDtype instead of pd.StringDtype

Pandas version checks[X] I have checked that this issue has not already been reported.[X] I have confirmed this bug exis...

Pandas API for splitting pandas objects

http://stackoverflow.com/questions/17315737/split-a-large-pandas-dataframerelated #414Comment From: jrebackrelated #3066...

Pandas DOC: Series type int to float upcasting on an apply

Add to advanced groupby sections docsThis seem a little strange, here the integer column N is upcast when using an apply...

Pandas BUG or as expected/designed?: Generating and calculation with timestamps out of bound?

Pandas version checks[X] I have checked that this issue has not already been reported.[X] I have confirmed this bug exis...
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