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37,019
CLN/REF: de-duplicate DatetimeTZBlock.setitem
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2020-10-10T02:41:27Z
2020-10-10T16:29:24Z
2020-10-10T16:27:02Z
MEMBER
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- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry Move towards avoiding special treatment for pandas-internal EAs. xref #24020
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ENH: allow NaN value in str.place
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2020-10-10T03:14:27Z
2020-10-10T15:08:00Z
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```python >>>pd.Series(['A',pd.NA],dtype='string').str.replace(pd.NA,0) TypeError: repl must be a string or callable >>>pd.Series(['A',pd.NA],dtype='string').str.replace(0,pd.NA) TypeError: repl must be a string or callable ``` Now both `str.replace(pd.NA,0)` and `str.replace(0,pd.NA)` raise. I think it will...
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37,021
CLN: collected cleanups, warning suppression in tests
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2020-10-10T17:01:09Z
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- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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37,022
PERF: Investivate potential performance improvements for rolling min/max
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2020-10-10T06:27:45Z
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MEMBER
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https://github.com/pandas-dev/pandas/pull/36567 eliminated fixed rolling window algorithms and unfortunately had a ~3x performance penalty towards rolling min/max. Investigate whether there are performance gains to be had now that we are using the variable algorithms.
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REGR: fix bug in DatetimeIndex slicing with irregular or unsorted indices
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MEMBER
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closes #36953 closes #35509 - [x] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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- [ ] closes #xxxx - [ ] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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DOC: Clarified pandas_version in to_json
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- [X] closes #26637 - [ ] tests added / passed - [X] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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CONTRIBUTOR
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- [ ] ref https://github.com/pandas-dev/pandas/issues/30999 - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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- [ ] ref https://github.com/pandas-dev/pandas/issues/30999 - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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BUG: DateOffset replaces month with given value instead of adding it to the current month.
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CONTRIBUTOR
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [x] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Code Sample, a copy-pastable example ```python import pandas as pd from ...
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DOC: Improve what the `axis=` kwarg does for generic methods
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2020-10-10T13:04:41Z
2020-10-12T15:35:49Z
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CONTRIBUTOR
null
### [`axis=0` or `axis=1`, which is it?](https://github.com/pandas-dev/pandas/issues/29203#issue-511923432) Opening a PR to discuss #29203 on what it means to do `df.sum(axis=0)` versus `df.sum(axis=1)`. The docs does not make it intuitively clear to the user. I propose a simple change where **"summing across`axis=0`"...
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2020-10-10T14:36:37Z
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CONTRIBUTOR
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- [x] closes #21004 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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hi, #### Code Sample, ``` step = 100 requestlist = [] headers = {'Content-type': 'application/json', 'Accept': 'text/plain'} for i in range(0, len(df), step): tmp_df = df.iloc[i:i + step].copy() final_json_string = [] tmp_df.app...
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DOC: Group relevant df.mask/df.where examples together
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2020-10-10T15:02:19Z
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CONTRIBUTOR
null
df.mask() and df.where() are complementary and so they share docs, see [here](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.mask.html). I grouped related examples together. - [x] Close #25187 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/maste...
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- [ ] closes #xxxx - [ ] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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- [x] closes #36040 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry This PR replaces [36132](https://github.com/pandas-dev/pandas/pull/36132) following @mroeschke's [36567](https://github.com/pandas-dev/pandas/pull/3...
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718,681,211
MDExOlB1bGxSZXF1ZXN0NTAxMDIxODY4
37,037
Fixed metadata propagation in DataFrame.__getitem__
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2020-10-10T18:58:19Z
2020-11-15T17:27:53Z
2020-11-15T17:27:49Z
CONTRIBUTOR
null
xref #28283
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37,038
REF/TYP: define Index methods non-dynamically
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2020-10-10T20:51:01Z
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- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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37,039
CI: move py39 build to conda #33948
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2020-10-10T21:20:55Z
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- [x] closes #33948
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37,040
CLN: remove unnecessary DatetimeTZBlock.fillna
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2020-10-10T22:14:54Z
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MEMBER
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- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry and no need to have TimeDeltaBlock inherit from IntBlock
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37,041
BUG: set value with iloc and list like indexer
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2020-10-10T22:25:35Z
2020-10-27T11:18:54Z
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- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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37,042
DOC: Add summary to interpolate
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2020-10-10T22:35:53Z
2020-10-15T01:45:22Z
2020-10-15T01:45:10Z
CONTRIBUTOR
null
- [ ] closes #xxxx - [ ] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry The interpolate method was missing a short summary. I hope this addition is reasonable. Happy to change it with feedback.
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37,043
ENH: Implement sem for Rolling and Expanding
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2020-10-10T22:39:15Z
2020-10-12T19:01:47Z
2020-10-12T15:30:03Z
MEMBER
null
- [x] closes #26476 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry I added sem to the Rolling and Expanding API as mentioned in the issue linked above.
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37,044
REF/TYP: use OpsMixin for DataFrame
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MEMBER
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- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry made possible by #36483
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37,045
MYPY: Delete unnecessary unused type hint
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2020-10-10T23:29:24Z
2020-10-11T09:55:51Z
2020-10-11T02:21:54Z
MEMBER
null
cc @jreback
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37,046
DOC: Add whatsnew for #36727
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2020-10-10T23:40:39Z
2020-10-12T19:01:29Z
2020-10-11T13:44:10Z
MEMBER
null
xref #36727 Was not quick enough to add a whatsnew with the PR when 1.1.4 whatsnew was merged.
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37,047
REF: back IntervalArray by a single ndarray
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2020-10-11T02:43:36Z
2020-11-18T16:12:44Z
2020-10-12T23:28:48Z
MEMBER
null
- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry The main motivation here is for perf for methods that current cast to object dtype, including value_counts, set ops, values_for_(argsort|factorize) ...
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37,048
TST: Fix failing test from #37027
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2020-10-11T03:11:57Z
2020-10-11T13:33:48Z
2020-10-11T13:32:59Z
CONTRIBUTOR
null
Part of #30999 - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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REF: use OpsMixin in EAs
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2020-10-11T03:15:15Z
2020-10-11T20:19:31Z
2020-10-11T20:03:29Z
MEMBER
null
- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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37,050
CLN: core/dtypes/cast.py::maybe_downcast_to_dtype
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2020-10-11T04:17:50Z
2020-10-14T16:15:11Z
2020-10-14T12:32:43Z
MEMBER
null
- [ ] closes #xxxx - [ ] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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37,051
DOC/PERF: Decide how to handle floating point artifacts during rolling calculations
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2020-10-11T07:38:15Z
2021-03-21T21:06:58Z
2021-03-21T21:06:58Z
MEMBER
null
Currently we have a check here that artificially handles a numerical precision issue in `rolling.var` and `rolling.std` where our rolling variance calculation is carrying forward floating point artifacts. Ideally we should be using a more numerically stable algorithm (maybe Kahan summation) so this check isn't so arbit...
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37,052
CI clean pre-commit: upgrade isort, use correct file types in flake8
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2020-10-11T14:13:19Z
2020-10-11T16:08:26Z
2020-10-11T16:05:13Z
MEMBER
null
A few things here: - updating isort version - updating to use `types` instead of `files` (see https://github.com/pre-commit/pre-commit/issues/1436#issuecomment-624219819 and https://github.com/PyCQA/isort/pull/1549#issuecomment-706621474) - removing `exclude: ^pandas/__init__\.py$|^pandas/core/api\.py$` as it's no...
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CLN: unify numpy.random-related imports
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2020-10-11T14:50:31Z
2020-10-30T13:22:51Z
2020-10-30T13:22:51Z
CONTRIBUTOR
null
#### Location of the imports https://github.com/pandas-dev/pandas/blob/8a25b23dd69d1e24840337797e1d20184920b5f3/pandas/tests/plotting/test_hist_method.py#L3-L4 #### Imports problem ~~All numpy-related imports are only about `numpy.random` including `randint`, `choice`, `normal`, etc~~ Part of numpy.random-related...
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37,054
troubleshoot CI
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2020-10-11T14:58:51Z
2020-10-11T17:41:39Z
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- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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37,055
ENH: Use Kahan summation and Welfords method to calculate rolling var and std
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2020-10-11T15:56:35Z
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2020-10-12T22:53:38Z
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- [x] xref #37051 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry As suggested by @mroeschke Kahan summation fixes the numerical problems. Additionally I used Welfords Method to calculate ``ssqdm``, because previousl...
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37,056
Write pickle to file-like without intermediate in-memory buffer
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2020-10-11T16:15:57Z
2020-10-14T12:27:44Z
2020-10-14T12:27:39Z
CONTRIBUTOR
null
Before this change, calling `pickle.dumps()` created an in-memory byte buffer, negating the advantage of zero-copy pickle protocol 5. After this change, `pickle.dump` writes directly to open file(-like), cutting peak memory in half in most cases. Profiling was done with pandas@master and python 3.8.5 Related is...
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37,057
BUG: Python 3.9 Polyfit sanity test emitted a warning
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2020-10-11T17:45:43Z
2021-05-05T03:28:20Z
2020-10-11T20:12:30Z
CONTRIBUTOR
null
- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28...
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TYP: core.internals
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- [ ] closes #xxxx - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry Annotating Block as `Union[np.ndarray, ExtensionArray]`, mypy gives tons of complaints about EA not having `.T`, so this adds that, then updates test...
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TYP: mostly io, plotting
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2020-10-11T18:37:56Z
2020-10-14T14:41:51Z
2020-10-14T12:27:19Z
MEMBER
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- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry cc @simonjayhawkins can i get your thoughts on two remaining mypy complaints ``` pandas/io/excel/_base.py:795: error: "Callable[[ExcelWriter], Tu...
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37,060
TST/CLN: relocate tests for PyTables roundtrip of timezone-aware Index
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MEMBER
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- [ ] closes #xxxx - [ ] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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37,061
REF/TYP: use OpsMixin for StringArray
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2020-10-11T21:58:55Z
2020-10-12T14:26:17Z
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MEMBER
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- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry its already mixed in, this just removes the leftover _create_arithmetic_method usage. This is the last one outside of tests, for which we still ha...
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37,062
ENH: MultiIndex.dtypes
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2020-10-11T22:01:00Z
2020-12-11T23:04:19Z
2020-12-11T23:04:19Z
CONTRIBUTOR
null
create a mi ``` In [13]: mi = pd.MultiIndex.from_product([[1,2,3], list('abc'), pd.date_range('20200101', periods=2, tz='UTC')], names=['int', 'string', 'dt']) ``` You can already get .dtypes, but is slightly cumbersome. I would propose adding `Multidex.dtypes` (we *already* have Multi...
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TST: Verify functioning of histtype argument (GH23992)
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- [x] closes #23992 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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- [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry ``` before after ratio [89cc5bf9] [6af880e7] <master> <feature/groupby_expanding_indexer> - 45.5±0.6ms 3.7...
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- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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- [ ] closes #xxxx - [ ] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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2020-10-12T03:44:39Z
2021-01-21T14:51:21Z
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The xfail test `test_s3_roundtrip_for_dir` in `io/test_parquet` has passed on my machine. But I don't see it on our CI. <details> INSTALLED VERSIONS ------------------ commit : 4d3b197c98913e894bcea9edca9ee7bad2964d84 python : 3.8.6.final.0 python-bits : 64 OS : Linux ...
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- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry and some unrelated cleanup in internals
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- [ ] partially closes #20594 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry Will handle series case in follow-on
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BUG: Resolve passing datetime strings of the form "1-01-01 00:00:00"
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2020-10-12T05:18:25Z
2020-10-13T04:52:04Z
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- [x] closes #37071 - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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BUG: Passing datetime strings of the form "1-01-01 00:00:00"
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2020-10-12T05:27:32Z
2020-10-13T06:36:34Z
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CONTRIBUTOR
null
- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [x] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28...
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37,072
BUG: preserve timezone info when writing empty tz-aware series to HDF5
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2020-10-12T06:21:28Z
2020-11-01T02:24:22Z
2020-10-31T15:00:03Z
MEMBER
null
- [x] closes #20594 (coupled with #37069 for empty tz-aware dataframes) - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry xref #20595 (stale PR that looked into this)
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37,073
ENH: Add MultiIndex.dtypes
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2020-10-12T09:42:47Z
2020-12-11T23:04:25Z
2020-12-11T23:04:19Z
CONTRIBUTOR
null
- [x] closes #37062 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry Adds the .dtypes property to MultiIndex using the suggested implementation
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BUG: read_json fails to read data fields with ":\\"
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2020-10-12T10:57:32Z
2020-10-12T11:53:53Z
2020-10-12T11:53:52Z
NONE
null
- [x ] I have checked that this issue has not already been reported. - [x ] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/...
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DOC: add one more column may better
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2020-10-12T11:11:05Z
2020-10-13T07:33:56Z
2020-10-13T07:33:56Z
NONE
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#### Location of the documentation https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.cumsum.html [this should provide the location of the documentation, e.g. "pandas.read_csv" or the URL of the documentation, e.g. "https://dev.pandas.io/docs/reference/api/pandas.read_csv.html"] **Note**: ...
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Backport PR #37034 on branch 1.1.x (REGR: Fix casting of None to str during astype)
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Backport PR #37034: REGR: Fix casting of None to str during astype
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October 2020 Developer Meeting
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2020-10-12T14:06:35Z
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CONTRIBUTOR
null
The monthly dev meeting is Wednesday October 14th, at 18:00 UTC. Our calendar is at https://pandas.pydata.org/docs/development/meeting.html#calendar to check your local time. Video Call: https://zoom.us/j/942410248?pwd=T2l2Qi9vaC82Z294ZEtFczYxMVM2dz09 Minutes: https://docs.google.com/document/u/1/d/1tGbTiYORHiSPgV...
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Backport PR #36937 on branch 1.1.x: BUG: GH36928 Allow dict_keys to be used as column names by read_csv
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Backport PR #36937 on branch 1.1.x
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Backport PR #37046 on branch 1.1.x
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DEPR: ExtensionOpsMixin in favor of OpsMixin
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All our internal uses have been moved over except for the DecimalArray tests, which use ExtensionScalarOpsMixin.
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PERF: regression in DataFrame reduction ops performance
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2020-10-12T14:49:31Z
2020-11-08T03:01:28Z
2020-11-08T03:01:28Z
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From https://pandas.pydata.org/speed/pandas/#stat_ops.FrameOps.time_op?Cython=0.29.21&Cython=0.29.16&p-op='sum'&p-dtype='int'&p-axis=0&commits=3a043f2d-4c03d07b&x-axis-scale=date Reproducer: ``` values = np.random.randn(100000, 4) df = pd.DataFrame(values).astype("int") %timeit df.sum() ``` increased wit...
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CI: remove xfail for numpy-dev on branch 1.1.x only
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2020-10-12T15:22:22Z
2020-10-21T12:36:19Z
2020-10-14T19:24:03Z
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null
partially reverts pandas-dev/pandas#35537, xref https://github.com/pandas-dev/pandas/issues/35481#issuecomment-705144719
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BUG: Empty object column writes to parquet as INT32 instead of BINARY L:STRING
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2020-10-12T15:57:47Z
2021-06-09T20:53:44Z
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Code Sample, a copy-pastable example ```python import pandas as pd pd....
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QST:AttributeError: module 'fsspec' has no attribute 'utils'
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- [ ] I have searched the [[pandas] tag](https://stackoverflow.com/questions/tagged/pandas) on StackOverflow for similar questions. - [ ] I have asked my usage related question on [StackOverflow](https://stackoverflow.com). --- #### Question about pandas **Note**: If you'd still like to submit a question, ...
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API: Series[dt64].astype(dt64tz) vs Datetime(Array|Index)[naive].astype(dt64tz)
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``` dti = pd.date_range("2016-01-01", periods=2) dtype = dti.tz_localize("US/Pacific").dtype dta = dti._data ser = pd.Series(dta) >>> dta.astype(dtype) # matches dti.astype(dtype) <DatetimeArray> ['2016-01-01 00:00:00-08:00', '2016-01-02 00:00:00-08:00'] Length: 2, dtype: datetime64[ns, US/Pacific] >>>...
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SUMM: Consistent Casting and Length Checks in Ops
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2020-10-12T21:48:51Z
2021-06-06T17:52:05Z
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xref #27911 API: when to cast list-like to ndarray, check len match xref #13637 API: Index/Series/DataFrame op 1-d list-like coercion Related bugs: #21517 Comparison of MultiIndex to tuple interprets tuple as collection One way to ensure consistent behavior is to enshrine it in `ops.unpack_zerodim_and_defer`, w...
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CLN: clean Index._id
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2020-10-12T22:15:38Z
2020-10-14T13:30:01Z
2020-10-14T12:26:46Z
CONTRIBUTOR
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Minor cleanup.
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ENH: read_sas only selected columns (and rows) of a large data file
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#### Is your feature request related to a problem? Reading a large data file can exhaust system memory. However, most of the time, we don't need all data from that file. It will be convenient to be able to read only the data needed. #### Describe the solution you'd like Reading only the data needed through it...
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CLN: in maybe_cast_to_integer_array assert that dtype arg is an integer dtype
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- [ ] closes #xxxx - [ ] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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- [x] closes #22585 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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37,091
REF/TYP: pandas/core/window/*.py
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2020-10-15T23:22:48Z
2020-10-15T16:40:28Z
MEMBER
null
- [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` * Create clearer separation for methods belonging to `Window` vs `Rolling` * More typing
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37,092
Clean unreachable
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2020-10-13T00:26:49Z
2020-10-13T21:10:22Z
2020-10-13T21:10:22Z
MEMBER
null
xref #27396
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MDU6SXNzdWU3MTk5NDAzNjE=
37,093
BUG: groupby-transform produces NaN for series keys with as_index=False
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2020-10-13T07:09:16Z
2021-01-21T05:05:23Z
null
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Code Sample, a copy-pastable example ```python import pandas as pd df = ...
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37,094
BUG: Pandas 1.1.3 read_csv raises a TypeError when dtype, and index_col are provided, and file has >1M rows
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2020-10-13T07:22:20Z
2020-10-30T10:51:28Z
2020-10-30T10:51:28Z
NONE
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Code Sample, a copy-pastable example ```python import pandas as pd impor...
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37,095
Add CI check to check that `ensure_clean` is used instead of `os.remove`
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2020-10-13T07:30:58Z
2020-10-16T01:30:55Z
2020-10-16T01:30:55Z
MEMBER
null
xref https://github.com/pandas-dev/pandas/pull/34385#pullrequestreview-506705288 This could also be a pre-commit hook Opening this issue as a placeholder so we don't forget
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37,096
Gh 36562 typeerror comparison not supported between float and str
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2020-10-13T09:51:07Z
2021-08-19T01:54:36Z
2020-11-04T01:55:12Z
CONTRIBUTOR
null
- [x] closes #36562 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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37,097
Update code_checks.sh to check for instances of os.remove
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2020-10-13T10:42:01Z
2020-10-16T09:13:58Z
2020-10-16T01:30:56Z
CONTRIBUTOR
null
I have included a check for instances of os.remove in the tests folder. This is in line with issue #37095 whereby ensure_clean should be used rather than os.remove. A few outstanding questions remain: - Should this be expanded to search for cases of os.remove elsewhere? - ~~Cases of `os.remove ` still exist i...
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37,098
ENH: Support for loading pickles from OS X/macOS zip files containing extraneous "__MACOSX" folder and ".DS_STORE" file
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2020-10-13T13:19:54Z
2021-08-13T04:33:25Z
2021-08-13T04:33:25Z
NONE
null
#### Is your feature request related to a problem? I am trying to load some zipped data from my collaborator into pandas, but the zip was created under a version of OS X that adds an extraneous `__MACOSX` folder in the created zipfile, which causes pandas to error when loading the file. The zipfile itself can ob...
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37,099
API: interaction between subclasses (implementing __finalize__) and attrs/flags handling in __finalize__
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2020-10-13T14:05:12Z
2021-08-13T04:40:06Z
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MEMBER
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Pandas provides the mechanism for subclasses to customize how metadata propagation is handled through `_metadata` and `__finalize__`. However, this got more complicated with the introduction of `attrs` and `flags`, which are *also* handled in `__finalize__`. Concrete example: GeoPandas implements a custom `GeoDataFr...
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37,100
BUG: Series.to_json produces incorrect json format
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2020-10-13T14:17:22Z
2021-08-13T04:44:41Z
null
NONE
null
- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28...
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37,101
ENH: .read_pickle(...) from zip containing hidden OS X/macOS metadata files/folders
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10
2020-10-13T14:53:40Z
2020-11-23T13:18:38Z
2020-11-23T13:18:38Z
NONE
null
- [x] closes #37098 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry This PR allows for `.zip` files created by OS X and macOS that contain `__MACOSX` and `.DS_STORE` metadata folders to be loaded by `read_pickle/rea...
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37,102
VIS: Accept xlabel and ylabel for scatter and hexbin plots
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2020-10-13T15:44:23Z
2020-10-15T08:02:43Z
2020-10-14T17:54:11Z
CONTRIBUTOR
null
- [x] closes #37001 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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37,103
CLN: unify numpy.random-related imports in pandas/tests/plotting
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2020-10-13T17:05:26Z
2020-10-29T18:49:45Z
2020-10-29T18:31:11Z
CONTRIBUTOR
null
# latest update all files are moved to #37492 *** - [x] closes #37053 ~~(keep this issue open until both #37103 and #37117 are completed)~~ - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` A separate PR(CI) will be opened to add relat...
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TYP: typing errors for mypy==0.790
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2020-10-13T17:19:20Z
2021-01-10T09:38:04Z
2021-01-10T09:38:04Z
MEMBER
null
``` mypy pandas pandas/core/computation/parsing.py:41: error: unused 'type: ignore' comment pandas/io/common.py:452: error: Unsupported operand types for + ("List[Optional[str]]" and "List[str]") [operator] pandas/core/aggregation.py:483: error: Value of type variable "_LT" of "sorted" cannot be "Optional[Hashable...
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37,105
ENH: df.to_parquet() should return bytes
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2020-10-13T18:33:08Z
2020-10-21T19:14:04Z
2020-10-21T19:14:04Z
NONE
null
#### Is your feature request related to a problem? I find it useful to write a parquet to a `bytes` object for some unit tests. The code that I currently use to do this is quite verbose. To provide some background, `df.to_csv()` (w/o args) just works. It returns a `str` object as is expected. In the same vein, **...
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37,106
CLN: remove unnecessary _validate_foo methods
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2020-10-13T18:37:02Z
2020-10-14T14:42:29Z
2020-10-14T12:21:59Z
MEMBER
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- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry since DatetimeLike and Categorical no longer special-case these, we can inline them.
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37,107
BUG: Fixes #36918 boxplots with matplotlib
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2020-10-13T19:42:22Z
2021-02-11T01:33:29Z
2021-02-11T01:33:28Z
NONE
null
Fixes #36918 I believe that the @TomAugspurger in #35393 found out that, when `sharex` or `sharey` are enabled, matplotlib counts the number of ticks of an axis in a subplot as the total number of ticks of the shared axis in all subplots. Since matplotlib became stricter with `set_xticks`, the proposed workaround wa...
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TYP: fix typing errors for mypy==0.790, bump mypy version
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2020-10-13T20:31:00Z
2021-01-10T15:29:51Z
2021-01-10T09:38:05Z
MEMBER
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- [x] closes #37104 - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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PERF: Faster comparisons of indexes when compared to self
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2020-10-13T21:59:33Z
2021-01-01T22:19:25Z
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CONTRIBUTOR
null
Examples: ```python >>> rng = pd.RangeIndex(100_000) >>> %timeit rng == rng 429 µs ± 96.9 µs per loop # master 14.1 µs ± 93.8 ns per loop # this PR >>> idx = rng.astype(int) >>> %timeit idx == idx 347 µs ± 1.42 µs per loop #master 14.1 µs ± 91.4 ns per loop # this PR >>> idx = rng.astype(object) >>> %t...
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BLD: extract GH Actions check function to avoid duplication in code_checks.sh
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7
2020-10-13T23:13:43Z
2020-11-02T19:42:09Z
2020-11-02T19:41:46Z
CONTRIBUTOR
null
This PR extracts a function `if_gh_actions` in `ci/code_checks.sh` to avoid command/arguments duplication. Originally part of #36386 (cherry-picked from 8611fe68); extracted to make the changes more modular (see the cross-linked comment). - [N/A] closes #xxxx (xref https://github.com/pandas-dev/pandas/pull/36386#is...
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37,111
CLN: ops, unnecessary mixin
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MEMBER
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- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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37,112
CLN: runtime imports
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- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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37,113
BUG: Rolling mean with ~4k records returns infinite values on ~95% of the rows
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2020-10-14T12:26:04Z
2020-10-14T14:47:29Z
2020-10-14T14:41:19Z
NONE
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28...
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TST: add message matches to pytest.raises in test_duplicate_labels.py GH30999
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2
2020-10-14T12:31:40Z
2020-10-14T18:07:12Z
2020-10-14T18:06:55Z
CONTRIBUTOR
null
Reference https://github.com/pandas-dev/pandas/issues/30999 - [x] tests added / passed - [x] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` Hello! This is my first PR here. I followed the steps in the contributing guidelines [here](https://github.com/pandas-dev/panda...
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REGR: unstack on 'int' dtype prevent fillna to work
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2020-10-14T13:59:55Z
2020-12-02T23:30:04Z
2020-12-02T23:30:04Z
NONE
null
- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Code Sample, a copy-pastable example ```python import pandas as pd imp...
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Revert "CLN: core/dtypes/cast.py::maybe_downcast_to_dtype"
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2020-10-14T15:44:15Z
2020-10-14T16:41:43Z
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MEMBER
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Reverts pandas-dev/pandas#37050
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CI: check for numpy.random-related imports
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2020-10-14T17:37:22Z
2020-10-31T15:11:51Z
2020-10-31T14:50:32Z
CONTRIBUTOR
null
~~- [x] closes #37053 (keep this issue open until both #37492 and #37117 are completed)~~ - [x] tests added / passed ~~(once #37492is merged)~~ # update 2020-10-31 now use a pre-commit check instead of the previous code_check *** ~~code_check.sh will be used to locate where numpy.random-related imports are.~~...
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PERF: regression in DataFrame reduction ops performance #37081
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2020-10-14T18:22:06Z
2020-10-17T13:50:01Z
2020-10-17T13:49:55Z
CONTRIBUTOR
null
- [x] closes #37081 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` Made the change proposed by @jorisvandenbossche in https://github.com/pandas-dev/pandas/pull/35881#discussion_r504035006 Did a very quick comparison : With `self...
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