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https://api.github.com/repos/pandas-dev/pandas/issues/39619 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39619/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39619/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39619/events | https://github.com/pandas-dev/pandas/pull/39619 | 802,534,014 | MDExOlB1bGxSZXF1ZXN0NTY4NjYxMDgz | 39,619 | BUG: Series[int].__setitem__(mask, td64_or_dt64) incorrect casting | {
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- [x] tests added / passed
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https://api.github.com/repos/pandas-dev/pandas/issues/39620 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39620/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39620/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39620/events | https://github.com/pandas-dev/pandas/pull/39620 | 802,608,000 | MDExOlB1bGxSZXF1ZXN0NTY4NzE4OTI1 | 39,620 | REF: remove Float64Index get_loc, __contains__ | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39621 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39621/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39621/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39621/events | https://github.com/pandas-dev/pandas/issues/39621 | 802,620,261 | MDU6SXNzdWU4MDI2MjAyNjE= | 39,621 | BUG: Calling pop() on a row inside apply() affects all subsequent applied rows | {
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- [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.
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**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39622 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39622/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39622/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39622/events | https://github.com/pandas-dev/pandas/issues/39622 | 802,651,209 | MDU6SXNzdWU4MDI2NTEyMDk= | 39,622 | PERF: slowdown in groupby/resample mean() method | {
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It's from the period there were no benchmarks runs, so no clear indication which commit (range) would be responsible.
Reproducer:
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https://api.github.com/repos/pandas-dev/pandas/issues/39623 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39623/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39623/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39623/events | https://github.com/pandas-dev/pandas/pull/39623 | 802,671,608 | MDExOlB1bGxSZXF1ZXN0NTY4NzY2NzM2 | 39,623 | BUG: Series.loc raising KeyError for Iterator indexer in case of setitem | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39624 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39624/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39624/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39624/events | https://github.com/pandas-dev/pandas/pull/39624 | 802,718,222 | MDExOlB1bGxSZXF1ZXN0NTY4ODAwODA5 | 39,624 | CI/TST: Disallow usage of pytest.xfail | {
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- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
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https://api.github.com/repos/pandas-dev/pandas/issues/39625 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39625/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39625/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39625/events | https://github.com/pandas-dev/pandas/pull/39625 | 802,743,805 | MDExOlB1bGxSZXF1ZXN0NTY4ODE4Nzc4 | 39,625 | CLN: Use kwargs instead of kwds in apply functions | {
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I've applied the change here to the API function `apply` but I don't believe this is an API change as you cannot pass to `**kwds` (or `**kwargs`) by name. | {
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- [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.
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Currently the jinja2 template for `Styler` rendering HTML leaves unstructured spac... | {
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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.html#code-standards) for how to run them
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a) Currently to get Series of ordinal of Period Series I do
`s.apply(lambda x: x.ordinal)
b) Also to get back I do
`s.apply(lambda x: Period(ordinal=x, 'W-SAT'))
c) And last but not least:
s.astype(int).astype('period[W-SAT]') is different than s.
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- [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
Unfortunately this is not available s... | {
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Yes. Often I have 2 columns: start and stop and what I want is instead single column with all values from start to stop. currently I can do it with explode but I need mostly int64 and for this is it is a bit slow.
#### Describe the solution you'd like
Series.e... | {
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- [ ] closes #39630
- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
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https://api.github.com/repos/pandas-dev/pandas/issues/39636 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39636/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39636/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39636/events | https://github.com/pandas-dev/pandas/issues/39636 | 802,942,565 | MDU6SXNzdWU4MDI5NDI1NjU= | 39,636 | BUG: ValueError on ".transform" method applied to an empty DataFrame | {
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- [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
Output on version 1.1.5:
```python
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https://api.github.com/repos/pandas-dev/pandas/issues/39637 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39637/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39637/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39637/events | https://github.com/pandas-dev/pandas/pull/39637 | 802,943,436 | MDExOlB1bGxSZXF1ZXN0NTY4OTY3NTE1 | 39,637 | Revert "Fixed comment for pandas.unique" | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39638 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39638/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39638/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39638/events | https://github.com/pandas-dev/pandas/pull/39638 | 802,944,359 | MDExOlB1bGxSZXF1ZXN0NTY4OTY4MjAx | 39,638 | API: transform behaves differently with 'ffill' on DataFrameGroupBy and SeriesGroupBy | {
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/39639 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39639/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39639/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39639/events | https://github.com/pandas-dev/pandas/pull/39639 | 802,946,236 | MDExOlB1bGxSZXF1ZXN0NTY4OTY5NTY0 | 39,639 | REGR: fix transform of empty DataFrame/Series | {
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```
In [21]: pd.Series.pad?
Signature:
pd.Series.pad(
self: 'FrameOrSeries',
axis=None,
inplace: 'bool_t' = False,
limit=None,
downcast=None,
) -> 'Optional[FrameOrSeries]'
Docstring:
Synonym for :meth:`DataFrame.fillna` with ``method='ffill'``.
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will be merging this just prior to tagging 1.2.2 see https://github.com/pandas-dev/pandas/issues/39513#issuecomment-771006563 and then re-appling after release so that ci on 12.x is green | {
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- add test with freq="H" that raises the bug
- [x] closes #39556
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copy some code from gzip ,now df.to_csv('myfile.csv.zip') works like df.to_csv('myfile.csv.gz')
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``` python
In [18]: import numpy as np
...: import pandas as pd
...: import pandas._testing as tm
...:
...: integer_dtype="int64"
...:
...: cats = pd.array(range(5), dtype=integer_dtype)
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This basically reverts #35841, although the code itself has changed quite a bit since then, so it's simpler here as the original PR² (not dealing with blocks anymore)
The original code comment that was removed in #35841 *"We've split an object block!"* was correct, as it can actually happen in those ... | {
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- [ ] closes #39465
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(pandas-dev) asv_bench % asv continuous -f 1.1 upstream/master HEAD -b rolling.GroupbyEWM
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<!-- END pr-commits -->
## Base PullRequest
default branch (https://github.com/pandas-dev/pandas/tree/master)
## Command results
<details>
<summary>Details: </summary>
<details>
<summary><em>add path</em></summary>
```Shell
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- [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
```python
import pandas as pd
df = pd.DataFrame([], columns=... | {
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---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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```
dtype = np.dtype(float)
dtype2 = pd.Int32Dtype()
In [2]: %timeit pd.api.types.is_extension_array_dtype(dtype)
645 ns ± 59.1 ns per loop (mean ± std. dev. of 7 runs, 1000000 loops each)
In [3]: %timeit pd.api.types.is_extension_array_dtype(dtype2)
251 ns ± 9.68 ns per loop (mean ± std. dev. of 7... | {
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while running this command i am facing above mention Error. while i fellow is not having any error. can you please help me to rectify this issue | {
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[Basic indexing on axis with MultiIndex](https://pandas.pydata.org/pandas-docs/stable/user_guide/advanced.html#basic-indexing-on-axis-with-multiindex)
#### Documentation problem
The following example seems not to work:
```python
arrays = [
np.array(["bar", "ba... | {
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
- [ ] whatsnew entry
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- [.] I have confirmed this bug exists on the latest version of pandas.
---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28/minimal-bug-reports) detailing how to provide the necessary information for us to ... | {
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/39688 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39688/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39688/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39688/events | https://github.com/pandas-dev/pandas/issues/39688 | 803,993,751 | MDU6SXNzdWU4MDM5OTM3NTE= | 39,688 | DOC: doc-string validation broken | {
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```
==================================== ERRORS ====================================
__________ ERROR collecting scripts/tests/test_validate_docstrings.py __________
ImportError while importing test module '/home/runner/work/pandas/p... | {
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- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
The regular expression wasn't working too well, this solution should be better. Also, like this, you can pass `--replace` and have th... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39691 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39691/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39691/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39691/events | https://github.com/pandas-dev/pandas/issues/39691 | 804,349,695 | MDU6SXNzdWU4MDQzNDk2OTU= | 39,691 | There seems to be a difference between .agg and .groupby.agg | {
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`pd.DataFrame([[1,2,1],[3,4,1]], columns=['a', 'b', 'dummygroup']).groupby('dummygroup').agg({'a': [('spread', lambda x: x.max()-x.min())]})`
works.
This
`pd.DataFrame([[1,2,1],[3,4,1]], columns=['a', 'b', 'dummygroup']).agg({'a': [('spread', lambda x: x.max()-x.min())]})`
raises an error:
> AttributeErr... | {
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- Cache the expensive parts that are independent of the actual array values but only dependent on the dtypes / dimension / axis / fill_value (which is often the same for repeated calls), i.e. `maybe_promote` and `_get_take_nd_function`
- T... | {
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xref #39641 | {
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- [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
dft =... | {
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> for the Github actions issue, I should open a new issue and xref #38360. we may want to activate Github actions for pushes to 1.2.x and update `.github\workflows\ci.yml` which will currently upload docs on a push event...
```
- n... | {
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https://github.com/pandas-dev/pandas/milestone/83
Currently scheduled for March 01, 2021
List of open regressions: https://github.com/pandas-dev/pandas/issues?q=is%3Aopen+is%3Aissue+label%3ARegression | {
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- [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
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This is on top of https://github.com/pandas-dev/pandas/pull/39612, so only the last commit is relevant for this PR: https://github.com/pandas-dev/pandas/pull/39700/commits/ec83091284ac9a388ef147e006e2d4d43d946ea7 | {
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---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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- [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
```python
from sqlalchemy import create_engine, Date
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Video Call: https://zoom.us/j/942410248?pwd=T2l2Qi9vaC82Z294ZEtFczYxMVM2dz09
Minutes: https://docs.google.com/document/u/1/... | {
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- [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
# Case 1 - no error rais... | {
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Cheat Sheets
#### Documentation problem
It would be great to have web-links to the official pandas docs included in the cheat sheets.
#### Suggested fix for documentation
I already implemented this [here](https://github.com/OliEfr/pandas/blob/master/doc/cheatsheet/Panda... | {
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- [x] tests added / passed (not necessary, only edited ppt and pdf)
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them (not necessary, only edited ppt and pdf)
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- [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.
---
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- [ ] closes #xxxx
- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
- [ ] whatsnew entry
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- [x] I have confirmed this bug exists on the latest version of pandas.
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] | closed | false | null | [] | null | 1 | 2021-02-10T04:58:15Z | 2021-02-10T05:12:38Z | 2021-02-10T05:12:22Z | NONE | null | #### Is your feature request related to a problem?
I wish we could manage units of measurements in pandas.
#### Describe the solution you'd like
For example a temperature column may have the unit of Fahrenheit, if we need to convert the units to Centigrade it will be nice to convert it without creating the conv... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39714 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39714/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39714/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39714/events | https://github.com/pandas-dev/pandas/pull/39714 | 805,186,497 | MDExOlB1bGxSZXF1ZXN0NTcwODMzMTE5 | 39,714 | REF: implement ensure_can_hold_na | {
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"followers_url": "https://api.github.com/users/j... | 1 | 2021-02-10T05:33:06Z | 2021-02-10T18:51:57Z | 2021-02-10T18:41:25Z | MEMBER | null | Much simpler than maybe_promote, which for the most part id like to replace with something like
```
def maybe_promote(dtype, fill_value):
inferred, fv = infer_dtype_from(fill_value)
new_dtype = find_common_type([dtype, inferred])
return inferred, fv
``` | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39715 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39715/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39715/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39715/events | https://github.com/pandas-dev/pandas/pull/39715 | 805,224,368 | MDExOlB1bGxSZXF1ZXN0NTcwODY2MjQz | 39,715 | DOC: Group optional dependencies by category | {
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- [ ] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
- [ ] whatsnew entry
This PR splits the Optional Dependencies table into multiple tables one for each category... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39716 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39716/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39716/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39716/events | https://github.com/pandas-dev/pandas/issues/39716 | 805,248,578 | MDU6SXNzdWU4MDUyNDg1Nzg= | 39,716 | BUG: `Style` index name row does not label column class | {
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- [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.
---
The `Styler` ignores column class on the `index_name` row and just inputs `blank`,... | {
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"color": "00... | closed | false | null | [] | null | 3 | 2021-02-10T08:39:58Z | 2021-02-10T13:34:26Z | 2021-02-10T13:34:26Z | 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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https://api.github.com/repos/pandas-dev/pandas/issues/39718 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39718/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39718/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39718/events | https://github.com/pandas-dev/pandas/pull/39718 | 805,334,528 | MDExOlB1bGxSZXF1ZXN0NTcwOTU1NDYx | 39,718 | CLN: strip whitespaces on `set_td_classes` | {
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- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
A use case with string DataFrames is to construct multiple and add them, needing space separators:
```
cls1 = pd.DataFrame([['', ... | {
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