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https://api.github.com/repos/pandas-dev/pandas/issues/43622 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43622/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43622/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43622/events | https://github.com/pandas-dev/pandas/pull/43622 | 999,533,833 | PR_kwDOAA0YD84r5nNN | 43,622 | Backport PR #43597 on branch 1.3.x (BUG: .cat changing dtype inplace) | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43623 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43623/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43623/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43623/events | https://github.com/pandas-dev/pandas/pull/43623 | 999,661,389 | PR_kwDOAA0YD84r6AjG | 43,623 | PERF: default_index | {
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```
from asv_bench.benchmarks.frame_ctor import *
self3 = FromNDArray()
self3.setup()
%timeit self3.time_frame_from_ndarray()
19.8 µs ± 405 ns per loop (mean ± std. dev. of 7 runs, 10000 loops each) # <- PR
30.9 µs ± 1.38 µs per loop (mean ± std. dev. of 7 runs, 10000 loops ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43624 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43624/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43624/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43624/events | https://github.com/pandas-dev/pandas/issues/43624 | 999,671,445 | I_kwDOAA0YD847lcaV | 43,624 | DOC: Chart visualisation, Colormaps links to old Matplotlib documentation | {
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- [X] I have checked that the issue still exists on the latest versions of the docs on `master` [here](https://pandas.pydata.org/docs/dev/)
### Location of the documentation
https://pandas.pydata.org/docs/dev/user_guide/visualization.html#colormaps
### Documentation problem
The first paragraph of ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43625 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43625/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43625/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43625/events | https://github.com/pandas-dev/pandas/pull/43625 | 999,694,300 | PR_kwDOAA0YD84r6HAX | 43,625 | DOC: add json_normalize in See Also for read_json | {
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"followers_url": "https://api.github.com/users/jreback/followers",... | 1 | 2021-09-17T20:22:45Z | 2021-09-17T21:35:30Z | 2021-09-17T21:35:27Z | CONTRIBUTOR | null | I believe this should link https://pandas.pydata.org/pandas-docs/version/1.2.0/reference/api/pandas.json_normalize.html in https://pandas.pydata.org/docs/reference/api/pandas.io.json.read_json.html#pandas.io.json.read_json
`json_normalize` is great and it may help people working with JSON data who are likely to have... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43626 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43626/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43626/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43626/events | https://github.com/pandas-dev/pandas/pull/43626 | 999,720,712 | PR_kwDOAA0YD84r6MRf | 43,626 | REF: concat on bm_axis==0 | {
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"followers_url": "https://api.github.com/users/jreback/followers",... | 1 | 2021-09-17T21:06:07Z | 2021-09-18T01:10:21Z | 2021-09-17T23:46:23Z | MEMBER | null | Makes it so we no longer need `indexers` in `JoinUnit` (and in fact, so that JoinUnit is only used for axis==1)
```
asv continuous -E virtualenv -f 1.01 master HEAD --append-samples --record-samples -b join_merge
[...]
before after ratio
[26064f0f] [5dedf170]
<master> ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43627 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43627/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43627/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43627/events | https://github.com/pandas-dev/pandas/pull/43627 | 999,723,549 | PR_kwDOAA0YD84r6M1L | 43,627 | CLN: remove unused sparse reindex | {
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(reindexing actually dispatches through take) | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43628 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43628/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43628/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43628/events | https://github.com/pandas-dev/pandas/issues/43628 | 999,745,939 | I_kwDOAA0YD847lumT | 43,628 | API/DEPR: SparseArray constructor usability | {
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One related issue is that without `sparse_index` (or a preexisting `SparseArray`), there is no way to use the cons... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43629 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43629/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43629/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43629/events | https://github.com/pandas-dev/pandas/issues/43629 | 999,830,028 | I_kwDOAA0YD847mDIM | 43,629 | ENH: Arithmetic operations on intervals | {
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I would like to be able to do arithmetic operations on intervals:
- `a + b`:
`pd.Interval(3, 6) + pd.Interval(5, 7) == pd.Interval(3, 7)`
- `a - b`:
`pd.Interval(3, 6) - pd.Interval(5, 7) == pd.Interval(3, 5)`
- `[a, b].union() / np.sum([a, b])`:
```pyth... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43630 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43630/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43630/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43630/events | https://github.com/pandas-dev/pandas/pull/43630 | 999,833,594 | PR_kwDOAA0YD84r6g49 | 43,630 | Backport PR #43467 on branch 1.3.x (Make group_mean compatible with NaT) | {
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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](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [ ] I have confirmed this bug exists on the master branch of pandas.
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https://api.github.com/repos/pandas-dev/pandas/issues/43632 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43632/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43632/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43632/events | https://github.com/pandas-dev/pandas/pull/43632 | 999,891,786 | PR_kwDOAA0YD84r6t40 | 43,632 | REF: implement mask_setitem_value | {
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
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cc @phofl I think this is what is needed to get #40380 working (https://github.com/pan... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43633 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43633/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43633/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43633/events | https://github.com/pandas-dev/pandas/pull/43633 | 999,965,857 | PR_kwDOAA0YD84r66V0 | 43,633 | DOC: Update Matplotlib Colormaps documentation link in chart visualization #43624 | {
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Fixes: Fixed a chart visualization coiormap section link that linked to an outdated version of matplotlib. Now links to a [stable version](https://matplotlib.org/stable/gallery/color/colormap_reference.html#sphx-glr-gallery-color-colormap-reference-py).
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https://api.github.com/repos/pandas-dev/pandas/issues/43634 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43634/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43634/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43634/events | https://github.com/pandas-dev/pandas/pull/43634 | 999,984,203 | PR_kwDOAA0YD84r69Kb | 43,634 | PERF: groupby with string dtype | {
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- [ ] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
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```python
In [1]: import numpy as np
...: ...: import pandas as pd
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https://api.github.com/repos/pandas-dev/pandas/issues/43635 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43635/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43635/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43635/events | https://github.com/pandas-dev/pandas/pull/43635 | 1,000,022,297 | PR_kwDOAA0YD84r7C2Y | 43,635 | WIP: DEPR: remove methods deprecated in 1.3.0 `Styler` | {
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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](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [X] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
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- [x] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
- [ ] whatsnew entry
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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](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [X] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```python
midx = Mu... | {
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import pandas as pd
import numpy as np
df = pd.DataFrame({'B': [0, 1, 2, np.nan, 4]},
index = [pd.Timestamp('20130101 09:00:00'),
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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](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [X] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
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"followers_url": "https://api.github.com/users/jreback/followers",... | 2 | 2021-09-18T20:45:11Z | 2021-10-19T05:31:54Z | 2021-10-18T23:15:56Z | CONTRIBUTOR | null | #### Follows #43686
- [x] closes #43637
- [x] closes #43644
- [x] closes #43703
- [x] tests added / passed
- [x] whatsnew entry (note part of the bug seems to have been created by hiding `levels` which is a new feature in 1.4.0).
This PR has two parts:
1) Addressing the bug fixes as per above.
The key ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43650 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43650/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43650/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43650/events | https://github.com/pandas-dev/pandas/issues/43650 | 1,000,133,222 | I_kwDOAA0YD847nNJm | 43,650 | CI/BUG: pyarrow read_csv deadlock | {
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When trying to figure out azure timeout issues, deadlock appeared to be occurring in parser code, so `pyarrow` makes sense as the culprit. Seems like tests with weird input cause issues, for example some of the `parse_dates` tests, or for a specific reproducer the test:
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
- [ ] whatsnew entry
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... | 2 | 2021-09-18T23:23:10Z | 2021-09-20T15:49:26Z | null | CONTRIBUTOR | null | #### Is your feature request related to a problem?
cython supports [line coverage](https://cython.readthedocs.io/en/latest/src/tutorial/profiling_tutorial.html#enabling-coverage-analysis) but pyx files are currently not included in the codecov reports. Having code coverage for cython code might help to remove unused... | {
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Benchmarks:
```
before after ratio
[e7e7b407] [4de1fe27]
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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](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [ ] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
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no whats new since this is a new feature for 1.4.0 anyway.
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https://api.github.com/repos/pandas-dev/pandas/issues/43657 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43657/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43657/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43657/events | https://github.com/pandas-dev/pandas/pull/43657 | 1,000,241,527 | PR_kwDOAA0YD84r7i55 | 43,657 | BUG: add css conversion for new `Styler.apply_index` styles | {
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no whats new needed since `apply_index` is new to 1.4.0 and this just makes it more complete.
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https://api.github.com/repos/pandas-dev/pandas/issues/43658 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43658/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43658/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43658/events | https://github.com/pandas-dev/pandas/pull/43658 | 1,000,259,595 | PR_kwDOAA0YD84r7ll8 | 43,658 | DEPR: Fix deprecation warnings in ASV | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43659 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43659/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43659/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43659/events | https://github.com/pandas-dev/pandas/issues/43659 | 1,000,274,204 | I_kwDOAA0YD847nvkc | 43,659 | BUG: rename fails when using level | {
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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](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [ ] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```python
import pa... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43660 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43660/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43660/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43660/events | https://github.com/pandas-dev/pandas/pull/43660 | 1,000,358,401 | PR_kwDOAA0YD84r71E5 | 43,660 | CI: adding cython coverage | {
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Trying to include cython codes in codecov reports.
Working with the CI for the first time.
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https://api.github.com/repos/pandas-dev/pandas/issues/43661 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43661/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43661/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43661/events | https://github.com/pandas-dev/pandas/pull/43661 | 1,000,377,883 | PR_kwDOAA0YD84r74H0 | 43,661 | REF: simplify IndexEngine signature | {
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
- [ ] whatsnew entry
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With fillna (https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.fillna.html), the options are only front fill or back fill. In some instances, though, you might want to do an "inner" fill--meaning only fill between the first valid value and ... | {
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An method with validation logic that should be in `__init__` ideally and should not be called by users. | {
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- [x] tests added / passed
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- [x] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
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Noticed this in GeoPandas: https://github.com/geopandas/geopandas/issues/... | {
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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](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [ ] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```python
import pa... | {
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pre-commit seamlessly installs pyright (depends on node.js) but running pyright as part of the pre-commit slows the pre-commit down by ~85s.
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- [ x] closes #38815
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from asv_bench.benchmarks.groupby import *
self = GroupByMethods()
self.setup("object", "any", "direct", 10)
%timeit self.time_dtype_as_field("object", "any", "direct", 10)
1.12 ms ± 60.7 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each) # <- PR
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- [X] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [X] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```python
import pa... | {
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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](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [ ] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```python
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... | 0 | 2021-09-21T16:40:03Z | 2021-09-21T18:03:03Z | null | CONTRIBUTOR | null | Create a property function to decide what to do for EAs in `_ea_wrap_cython_operation` for groupby ops.
xref : https://github.com/pandas-dev/pandas/pull/43634#discussion_r712140219
https://github.com/pandas-dev/pandas/blob/439acc99b2968ec8062eee05af7346acea20915b/pandas/core/groupby/ops.py#L318-L333 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43683 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43683/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43683/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43683/events | https://github.com/pandas-dev/pandas/pull/43683 | 1,002,914,803 | PR_kwDOAA0YD84sEC6K | 43,683 | PERF: dropna | {
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from asv_bench.benchmarks.frame_methods import *
self3 = Dropna()
self3.setup("all", 0)
%timeit self3.time_dropna('all', 0)
125 ms ± 3.03 ms per loop (mean ± std. dev. of 7 runs, 10 loops each) # <- master
34.8 ms ± 269 µs per loop (mean ± std. dev. of 7 runs, 10 loops each) # <- PR
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
- [ ] whatsnew entry
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/home/runner/work/pandas/pandas/doc/source/whatsnew/v1.4.0.rst:372: WARNING: Inline interpreted text or phrase reference start-string without end-string.
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Prevents needing to pass variables around in worker functions, and has the added benefit of making the CSS classes user editable, by storing as a class attribute instead of module constants.
I ran the updated styler ASVs for this and "BENCHMARKS NOT SIGNIFICAN... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43689 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43689/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43689/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43689/events | https://github.com/pandas-dev/pandas/issues/43689 | 1,003,294,224 | I_kwDOAA0YD847zQ4Q | 43,689 | BUG: `DataFrame().to_parquet()` does not write Parquet compliant data for nested arrays | {
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```python
import pyarrow as pa
import pyarrow.parquet as pq
import pandas as pd
df = pd.DataFrame({'int_array_col': [[[1,2,3]], [[4,5,6]]]})
df.to_parquet('/tmp/test', engine='pyarrow')
pandas_parquet_table = pq.read_table('/tmp/test')
pyarrow_table = pa.Table.from_pandas(df)
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- [x] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
- [x] whatsnew entry
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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](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [X] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```pytho... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43694 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43694/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43694/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43694/events | https://github.com/pandas-dev/pandas/pull/43694 | 1,003,498,871 | PR_kwDOAA0YD84sGEfH | 43,694 | PERF: Groupby.count | {
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from asv_bench.benchmarks.groupby import *
self4 = GroupByMethods()
self4.setup('uint', 'count', 'direct', 5)
%timeit self4.time_dtype_as_field('uint', 'count', 'direct', 5)
231 µs ± 5.23 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each) # <- master
77.3 µs ± 619 ns per loop (mean ± std. dev. of 7 ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43695 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43695/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43695/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43695/events | https://github.com/pandas-dev/pandas/pull/43695 | 1,003,647,840 | PR_kwDOAA0YD84sGlw_ | 43,695 | TYP: use __all__ to signal public API to type checkers | {
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- [x] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
- [ ] whatsnew entry
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from asv_bench.benchmarks.series_methods import *
self6 = NSort()
self6.setup("last")
%timeit self6.time_nsmallest('last')
10.6 ms ± 43.4 µs per loop (mean ± std. dev. of 7 runs, 100 loops each) # <- master
1.5 ms ± 17.2 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each) # <- PR
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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](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [ ] I have confirmed this bug exists on the master branch of pandas.
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```python
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This is a work-in-progress to see if it's realistic to require `ExtensionArray.astype` to always return an ExtensionArray (in practice this means returning a PandasArray if now a numpy array would be returned).
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- [x] closes #36263
- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
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- [X] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [ ] I have confirmed this bug exists on the master branch of pandas.
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- [X] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [X] I have confirmed this bug exists on the master branch of pandas.
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```
import numpy as np
import pandas as pd
idx = pd.Index(np.arange(10**7))
fidx = idx.astype('f8')
key = idx[len(idx) // 2]
key2 = idx[10]
%timeit idx.get_loc(key)
2.97 µs ± 36.2 ns per loop (mean ± std. dev. of 7 runs, 100000 loops each) # ... | {
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- [X] I have checked that the issue still exists on the latest versions of the docs on `master` [here](https://pandas.pydata.org/docs/dev/)
### Location of the documentation
https://pandas.pydata.org/docs/dev/reference/api/pandas.DataFrame.rename.html?highlight=rename#pandas.DataFrame.rename
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- [x] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
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This PR prevents issues where float64 arrays would be downcast to float32 arrays eve... | {
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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](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [X] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
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- [x] tests added / passed
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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](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [ ] I have confirmed this bug exists on the master branch of pandas.
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[ 47.57%] ···· For parameters: None, 'B'
/home/runner/work/pandas/pandas/asv_bench/benchmarks/tslibs/timestamp.py:58: FutureWarning: The 'freq' argument in Timestamp is deprecated and will be removed in a future version.
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- [X] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [ ] I have confirmed this bug exists on the master branch of pandas.
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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](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [ ] I have confirmed this bug exists on the master branch of pandas.
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https://api.github.com/repos/pandas-dev/pandas/issues/43720 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43720/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43720/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43720/events | https://github.com/pandas-dev/pandas/pull/43720 | 1,005,643,663 | PR_kwDOAA0YD84sM2El | 43,720 | BUG: `Styler.to_latex` with multirow cellcolor | {
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- [x] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
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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](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
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