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This relates to #36124, but I think has other benefits.
#### Describe the solution you'd like
I would like pandas to infer an array of Enums as categorical data. Today, IntEnums are turned into Ints, which is not ideal behavior.
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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Ran blacken-tools and checked for warnings from flake8-rst for 4 additional doc files. | {
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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
Raising a ValueError when NaN is in timeaware window.
cc @mroeschke | {
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Ran blacken-tools and checked for warnings from flake8-rst for 5 additional doc files. | {
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Fixed the following files:
- `doc/source/development/extending.rst`
- `doc/source/user_guide/duplicates.rst`
- `doc/source/user_guide/gotchas.rst`
- `doc/source/user_guide/scale.rst` | {
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I tried to format development/extending.rst, please review
cc @dsaxton | {
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> ok if you'd fix the EOF issue can merge (and yes good idea to add to the pre-commit hook / separate PR pls)
Note: in addition to adding the end-of-file-fixer pre-commit hook, I applied the following
```diff
diff --git a/scripts/gene... | {
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"... | open | false | null | [] | null | 2 | 2020-10-03T09:56:06Z | 2021-08-13T03:47:44Z | 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.
---
#### Code Sample, a copy-pastable example
For the following example file:
```
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"... | closed | false | null | [] | null | 2 | 2020-10-03T10:38:17Z | 2021-08-13T03:56:33Z | 2021-08-13T03:56:33Z | NONE | null | #### Code Sample, a copy-pastable example
```python
def save_df_to_s3(df, bucket, key):
s3_url = f"s3://{bucket}/{key}"
try:
response = df.to_csv(s3_url, index=True, header=True, encoding='utf-8')
except Exception as e:
error_type = type(e).__name__
logger.error(f"{error_ty... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36829 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36829/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36829/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36829/events | https://github.com/pandas-dev/pandas/pull/36829 | 714,061,402 | MDExOlB1bGxSZXF1ZXN0NDk3MjU0Nzk2 | 36,829 | DOC: update code style for remaining intro tutorial docs for #36777 computation.rst | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36830 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36830/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36830/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36830/events | https://github.com/pandas-dev/pandas/issues/36830 | 714,063,264 | MDU6SXNzdWU3MTQwNjMyNjQ= | 36,830 | QST: while trying to convert categorical variables which are ordinal , i ran the following code | {
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- [ ] 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, p... | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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Refactor ``NDFrame.describe`` method.
- Create module ``pandas/io/formats/describe.py``
- Delegate ``NDFrame.describe`` to function ``describe_nd... | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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# Empty string conversion
The actual comportment of Timedelta, Timestamp and to_datetime is to return NaT.
```python
import pandas as pd
pd.to_d... | {
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Here is the most important part for main... | {
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```python
>>> idx = pd.CategoricalIndex(np.arange(100_000))
>>> copied = idx.copy()
>>> copied._cache
{}
>>> idx.get_loc(99_999)
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When grouping over 2 columns with only ``nans`` this raised an error previously. Realised this, when running tests for my fix, ... | {
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Unless supporting this is intentional, in which case we should deprecate and explicitly implement flex-bool operations.
If/when this is done, we ... | {
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References such as Pandas, **pandas**, *pandas*, and ``pandas`` have been replaced with pandas.
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[pandas.Series.loc](https://pandas.pydata.org/docs/dev/reference/api/pandas.Series.loc.html)
[pandas.DataFrame.loc](https://pandas.pydata.org/docs/dev/reference/api/pandas.DataFrame.loc.html)
#### Documentation problem
The documentation does not mention `pandas.Index` as a v... | {
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Standardize references to pandas in the documentation for #32316 | {
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- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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Refactor/cleanup ``pandas/io/parsers.py``
- Extract method _refresh_kwargs_based_on_dialect
- Extract method _validate_skipfooter
- Drop local var... | {
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[pandas.Period](https://pandas.pydata.org/docs/reference/api/pandas.Period.html)
#### Documentation problem
The doc does not provide much information on the possible offset-aliases for the `freq` parameter
#### Suggested fix for documentation
A link to [offset-aliases](... | {
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I need to generate 3 dataframe as below,
- final_1 : contain all rows in df1, plus empty row with keys in df2 only
- final_2 : contain all rows in df2, plus empty row with keys in df1 only
- compare_result: ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36858 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36858/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36858/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36858/events | https://github.com/pandas-dev/pandas/issues/36858 | 714,337,991 | MDU6SXNzdWU3MTQzMzc5OTE= | 36,858 | DOC: the source link of CategoricalIndex's methods are wrong. | {
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- [ ] https://pandas.pydata.org/docs/dev/reference/api/pandas.CategoricalIndex.add_categories.html
- [ ] https://pandas.pydata.org/docs/dev/reference/api/pandas.CategoricalIndex.rename_categories.html
- [ ] https://pandas.pydata.org/docs/dev/reference/api/pandas.CategoricalIndex.... | {
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- [ ] tests added / passed
- [ ] passes `black pandas`
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Clean-up and minor refactor of ``pandas/io/pytables.py``.
- Extract method ``_identify_group``
- Clean-up some docstrings (spacing)
- Use suppress... | {
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"default"... | closed | false | null | [] | null | 3 | 2020-10-04T16:33:11Z | 2020-10-08T21:13:31Z | 2020-10-08T21:13:31Z | MEMBER | null | I think it would be helpful if pandas had a set of performance benchmarks to run automatically during every CI run (it looks like there is something for the asvs, but it seems they almost never actually run?). It would reduce some of the friction involved in manually running the asv suite and pasting results as comment... | {
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I wish I could use pandas to do `df.rolling(window_size).mode()`. Similar to #12430.
#### Describe the solution you'd like
All rolling methods in pandas seem to be implemented in cython. I implemented a working draft for rolling mode in cython (I'm new to cyt... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36862 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36862/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36862/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36862/events | https://github.com/pandas-dev/pandas/pull/36862 | 714,354,205 | MDExOlB1bGxSZXF1ZXN0NDk3NDYzNzQ1 | 36,862 | DOC: make return type documentation of series methods consistent #35409 | {
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```
(pandas-dev) ➜ ~ grep -B1 "^<<<-------------------------------------------------------------------------$" sphinx.log
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- [ ] ref https://github.com/pandas-dev/pandas/issues/30999
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https://api.github.com/repos/pandas-dev/pandas/issues/36866 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36866/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36866/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36866/events | https://github.com/pandas-dev/pandas/issues/36866 | 714,375,771 | MDU6SXNzdWU3MTQzNzU3NzE= | 36,866 | BUG: rolling.apply substitutes for applied function | {
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- [x] 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 re... | {
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- [x] tests added / passed
- [x] passes `black pandas`
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This commit ensures that PeriodArrays return False for _can_hold_element for any element that is not a pd.Period. This prevents upstream code from c... | {
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but when I test my code I have the following peculiar error: **an error that disappears if I run again the exact same line of code of pandas**
After I successfully ran my code, I try the following block of code
```
import pandas as pd
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```
In [1]: import pandas as pd
...:
...: # Generate sample df
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- [ ] tests added / passed
- [ ] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
Avoid copies, side-effects. | {
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[`shared_docs.py`](https://github.com/pandas-dev/pandas/blob/master/pandas/core/shared_docs.py)
https://github.com/pandas-dev/pandas/blob/32d79ef46621de51e13732690c2e52566a5c67b6/pandas/core/shared_docs.py#L6-L8
https://github.com/pandas-dev/pandas/blob/32d79ef46621de51e13732... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36875 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36875/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36875/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36875/events | https://github.com/pandas-dev/pandas/pull/36875 | 714,487,794 | MDExOlB1bGxSZXF1ZXN0NDk3NTYzNTI4 | 36,875 | DOC: Fix GL01 docstring errors in some functions | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
There are some GL01 pandas docstring errors in `shared_docs.py`.
```
GL01
Docstring text (summary) should start in the line immediately after the ... | {
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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
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https://api.github.com/repos/pandas-dev/pandas/issues/36877 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36877/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36877/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36877/events | https://github.com/pandas-dev/pandas/pull/36877 | 714,590,639 | MDExOlB1bGxSZXF1ZXN0NDk3NjUwMTkz | 36,877 | CLN: Remove the duplicate configuration of flake8-rst in setup.cfg | {
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- [ ] tests added / passed
- [ ] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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"gi... | null | 1 | 2020-10-05T08:09:45Z | 2020-10-05T10:15:12Z | 2020-10-05T10:15:12Z | MEMBER | null | Steps here are:
- upgrade flake8 in `.pre-commit-config.yaml`
- run `pre-commit run flake8 --all`
If everything passes, open a PR. If there's some error, let us know
Comment `take` if you want to work on this | {
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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
pd.Series(["kkkk", "llll"]... | {
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"descript... | closed | false | null | [] | null | 5 | 2020-10-05T09:46:37Z | 2020-10-05T09:58:42Z | 2020-10-05T09:57:08Z | NONE | null | ### Question about pandas
I have customized a Python interpreter, on which I try to run pandas's apply method, but when executing this method, there will be an exception. I don't know why, who knows why
```python
[1] import pandas as pd
[2] titanic = pd.read_csv('../data/titanic.csv')
[3] def not_null_count(... | {
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Here are the logs after the upgrade to 3.8.4:
```console
(base) root@33d4c5d14a5b:/home/pandas-tazminia# pre-commit run flake8 --all
[INFO] Initializing environment for https://github.com/python/black.
[INFO] Initializing environment for https://gitlab.com/pycqa/flake8.
[INFO] Initializing envir... | {
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from https://docs.python.org/3/library/functions.html?highlight=setattr#setattr
> For example, setattr(x, 'foobar', 123) is equivalent to x.foobar = 123.
The changes here, don't 'fix' the issue. The correct solution is to create these methods with a static... | {
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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.
---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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https://stackoverflow.com/questions/64126... | {
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cc @TomAugspurger I think something like this is what is needed for #34872.
If this were a "real" PR, I'd probably not put `consolidate` as a `Dat... | {
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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.
---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36900 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36900/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36900/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36900/events | https://github.com/pandas-dev/pandas/pull/36900 | 715,148,147 | MDExOlB1bGxSZXF1ZXN0NDk4MTA2MTM2 | 36,900 | DEPR: Index.ravel returning an ndarray | {
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- [x] tests added / passed
- [x] passes `black pandas`
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- [x] whatsnew entry
Make Index.ravel() behavior match every other ravel() method in existence. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36901 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36901/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36901/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36901/events | https://github.com/pandas-dev/pandas/pull/36901 | 715,170,085 | MDExOlB1bGxSZXF1ZXN0NDk4MTI0NDkz | 36,901 | REF: collect reduction tests | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36902 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36902/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36902/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36902/events | https://github.com/pandas-dev/pandas/pull/36902 | 715,206,939 | MDExOlB1bGxSZXF1ZXN0NDk4MTU1MzE5 | 36,902 | CLN: standardize fixture usage in datetimelike array tests | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36903 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36903/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36903/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36903/events | https://github.com/pandas-dev/pandas/pull/36903 | 715,226,338 | MDExOlB1bGxSZXF1ZXN0NDk4MTcxMzg0 | 36,903 | TYP: io.json._json, util._decorators | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36904 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36904/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36904/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36904/events | https://github.com/pandas-dev/pandas/issues/36904 | 715,253,740 | MDU6SXNzdWU3MTUyNTM3NDA= | 36,904 | REGR: change in Series.astype(str) behavior for None | {
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Let's say we have a `Series` with `None` like the below.
```python
pser = pd.Series(["hi", "hi ", " ", " \t", "", None], name="x")
print(pser)
0 hi
1 hi
2
3 \t
4
5 None
Name: x, dtype: object
```
the last value is `None`, but it is casted to `nan` after u... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36905 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36905/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36905/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36905/events | https://github.com/pandas-dev/pandas/pull/36905 | 715,255,705 | MDExOlB1bGxSZXF1ZXN0NDk4MTk1OTA5 | 36,905 | CLN: value -> key | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36906 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36906/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36906/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36906/events | https://github.com/pandas-dev/pandas/pull/36906 | 715,255,846 | MDExOlB1bGxSZXF1ZXN0NDk4MTk2MDI1 | 36,906 | CLN: remove inplace kwarg from NDFrame._consolidate | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36907 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36907/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36907/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36907/events | https://github.com/pandas-dev/pandas/issues/36907 | 715,272,559 | MDU6SXNzdWU3MTUyNzI1NTk= | 36,907 | BUG: `NaT` does not propagate in row-wise `max` for `datetime64` 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.
---
#### Code Sample, a copy-pastable example
```python
import pandas as pd
pdf =... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36908 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36908/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36908/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36908/events | https://github.com/pandas-dev/pandas/pull/36908 | 715,289,261 | MDExOlB1bGxSZXF1ZXN0NDk4MjIyODI3 | 36,908 | BUG: IntervalArray.__eq__ not deferring to Series | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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https://api.github.com/repos/pandas-dev/pandas/issues/36909 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36909/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36909/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36909/events | https://github.com/pandas-dev/pandas/issues/36909 | 715,347,900 | MDU6SXNzdWU3MTUzNDc5MDA= | 36,909 | BUG: Left join is broken with a MultiIndex with only one level | {
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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
foo... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36910 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36910/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36910/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36910/events | https://github.com/pandas-dev/pandas/issues/36910 | 715,355,212 | MDU6SXNzdWU3MTUzNTUyMTI= | 36,910 | BUG: Joining data frames with MultiIndex results in non-deterministic level order. | {
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- [X] I have confirmed this bug exists on the latest version 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/36912 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36912/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36912/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36912/events | https://github.com/pandas-dev/pandas/issues/36912 | 715,480,548 | MDU6SXNzdWU3MTU0ODA1NDg= | 36,912 | ENH: Add option for `to_json` function to discard null values | {
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No, at least not that I am aware of.
#### Describe the solution you'd like
The [documentation](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.to_json.html) states that "NaN’s and None will be converted to null" when using `pandas.D... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36913 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36913/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36913/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36913/events | https://github.com/pandas-dev/pandas/pull/36913 | 715,599,638 | MDExOlB1bGxSZXF1ZXN0NDk4NDgwMDk4 | 36,913 | BUG: Fixed IntegerArray.__array_ufunc__ with nout | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36914 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36914/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36914/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36914/events | https://github.com/pandas-dev/pandas/issues/36914 | 715,631,703 | MDU6SXNzdWU3MTU2MzE3MDM= | 36,914 | BUG: groupby dropna for multiindex 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.
---
Hello,
I'm not sure if it's a bug report, a feature request, or if there's alre... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36915 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36915/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36915/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36915/events | https://github.com/pandas-dev/pandas/issues/36915 | 715,697,324 | MDU6SXNzdWU3MTU2OTczMjQ= | 36,915 | BUG: Intersection of multiindex returns duplicates | {
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"followers_url": "https://api.github.com... | 2 | 2020-10-06T13:48:54Z | 2020-11-29T17:21:53Z | 2020-11-29T17:21:53Z | NONE | null | ```python
import pandas as pd
arraysA = [['val1', 'val1', 'val1', 'val1'], ['val2', 'val2', 'val2', 'val2']]
arraysB = [['val1'], ['val2']]
# MultiIndex([('val1', 'val2'),
# ('val1', 'val2'),
# ('val1', 'val2'),
# ('val1', 'val2')],
# names=['idx1', 'idx2'])
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I would like to unstack only certain values from a DataFrame to know exactly which columns will be in the resulting dataframe.
For example, when the dataframe is empty, `df.unstack(0)` will just return an empty dataframe without columns:
https://github.com/pandas-... | {
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... | 5 | 2020-10-06T16:32:21Z | 2020-11-17T01:27:56Z | 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.
- [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
imp... | {
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