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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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No
#### Describe the solution you'd like
When we have negative shift why we cant implement negative rolling same as that?
#### API breaking implications
Running `df.rolling(-2)` whithout error
#### Describe alternatives you've considered
There is no any al... | {
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- [X] 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.
- [X] I have confirmed this bug exists on the master branch of pandas.
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... | open | false | null | [] | null | 3 | 2021-10-14T08:49:15Z | 2021-11-16T17:17:43Z | null | MEMBER | null | Disclaimer: I haven't been involved recently in maintaining our wheel building infrastructure, so I don't know how well it is working or not. But, I recently had a [good experience](https://github.com/pygeos/pygeos/blob/64af221b02a8fba2dbe28de5702b01afcb045306/.github/workflows/release.yml#L39) with cibuildwheel with a... | {
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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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Trying to leverage the use of cache on Azure pipelines - currently WIP will make s... | {
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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.
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The old memory needs to be released, before the pointer switches to the new list.
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Includes #44019 (but not that whatsnew)
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- [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] Add double backticks for DataFrame nlargest `keep` option to keep the style consistent
From
https://pandas.pydata.org/do... | {
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Co-authored-by: Rafael Rodrigues <rrvsrafael@gmail.com>
In reference to #28283
- [ ] closes #xxxx
- [x] tests added / passed
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When aggregating dataframe with different functions, it is currently not possible to pass kwargs to the functions.
My use case is a dataframe I want to aggregate by values, and apply either "count" or "sum" on it:
Ex than **works** (1 function):
```py
df.agg(
less_tha... | {
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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
import pa... | {
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"description": "Code sty... | open | false | null | [] | null | 1 | 2021-10-15T21:26:18Z | 2021-10-21T21:26:57Z | null | CONTRIBUTOR | null | At the moment, [codespell](https://github.com/pandas-dev/pandas/blob/c30afb23dfa948e3b34b4d71abb16ce455012428/.pre-commit-config.yaml#L15-L20) is enabled only for the following file types: `python, rst, markdown`
As a consequence, typos in various other file types can easily slip through (see #44043 as an example).
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"followers_url": "https://api.github.com/users/jreback/followers",... | 4 | 2021-10-16T03:06:30Z | 2021-11-19T00:09:29Z | null | CONTRIBUTOR | null | - [x] closes #32464
- [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
This makes sure an index of a groupby with more then one column is always a MultiIndex.
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https://api.github.com/repos/pandas-dev/pandas/issues/44047 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44047/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44047/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44047/events | https://github.com/pandas-dev/pandas/pull/44047 | 1,027,941,778 | PR_kwDOAA0YD84tRmHQ | 44,047 | Removed a manual file handler pitfall | {
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... | [] | closed | false | null | [] | null | 2 | 2021-10-16T03:49:43Z | 2021-10-16T19:10:31Z | 2021-10-16T18:14:21Z | NONE | null | It is a simple PR.
It only removes a manual file handler pitfall from versioneer.py
As stated by [Pylint documentation](https://pylint.pycqa.org/en/latest/technical_reference/features.html)
"
consider-using-with (R1732)
Consider using 'with' for resource-allocating operations Emitted if a resource-allocatin... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/44048 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44048/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44048/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44048/events | https://github.com/pandas-dev/pandas/issues/44048 | 1,027,955,064 | I_kwDOAA0YD849RVl4 | 44,048 | BUG: Index.fillna ignores 'downcast' | {
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### Issue Description
```
def fillna(self, value=None, downcast=None):
value = self._require_scalar(value)
if self.hasnans:
result = self.putmask(self._isnan, value)
if downcast is None:
return Index._with_infer(result, name=self.name)
return self._view()
```
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When using jupyter-book with the pdflatex i can create beautiful tables from data frames, but when using a styler object this does not work at all.
I suspect this is due to differences in how to use the _repr_latex_ methods for styler and for dataframe objects.
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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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- [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] 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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```python
In [1]: import xarray as xr
In [2]: arr = xr.DataArray([1, 2, 3])
In [3]: pd.to_datetime(arr, unit='ns')
---------------------------------------------------------------------------
TypeError ... | {
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https://github.com/pandas-dev/pandas/blob/445bb9f57c3d59141a059a5afd2762aef2e96cad/pandas/core/reshape/merge.py#L731-L732
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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.
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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
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- [ x] 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
- [x] whatsnew entry
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- [X] I have read the [installation guide](https://pandas.pydata.org/pandas-docs/stable/getting_started/install.html#installing-pandas).
### Platform
macOS-10.16-x86_64-i386-64bit
### Installation Method
conda install
### pandas Version
1.3.3 (upstream/master)
### Python Version
3.8.12
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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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Currently, the implementation is
https://github.com/pandas-dev/pandas/blob/40274ac92b62105ad86d61a8d1d7aa499d40ab41/pandas/core/common.py#L278-L281
This means that any list-like that is not a tuple nor list will be packed as a single el... | {
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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
Converted values of xarray.DataArray to numpy.ndarray to solve the problem. | {
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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] coerce to numpy array before calling ```tslib.array_with_unit_to_datetime```function
Let me know if ... | {
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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
```pytho... | {
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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
df = pd.D... | {
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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/reference/api/pandas.DataFrame.merge.html?highlight=merge#pandas.DataFrame.merge
### Documentation proble... | {
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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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```
if issubclass(values.dtype.type, (np.number, np.bool_)):
# error: Argument 2 to "isin" has incompatible type "List[Any]"; expected
# "Union[Union[ExtensionArray, ndarray], Index, Series]"
mask = algorithms.isin(... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/44080 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44080/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44080/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44080/events | https://github.com/pandas-dev/pandas/issues/44080 | 1,028,970,424 | I_kwDOAA0YD849VNe4 | 44,080 | RLS: 1.3.5 | {
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Currently scheduled for November 28, 2021. (This is a couple of weeks before 1.4.0rc0)
The patch releases are on a calendar schedule of 3-3-4-5-6 weeks, however if 1.3.5 is the last in the 1.3.x series, we would delay to resolve any outstanding issues if necessary. But ideall... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/44081 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44081/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44081/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44081/events | https://github.com/pandas-dev/pandas/pull/44081 | 1,029,081,240 | PR_kwDOAA0YD84tU1Ze | 44,081 | BUG: Change of behavior in casting of datetime-like types in MultiIndex | {
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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
Added try-except block in multi.py to reset the behaviour back to 1.2.5 | {
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I have a csv file which can contain some mission part due to IO problem.
Say if I have a csv file
```
0 -1 -10
1 -2 -20
2 -3 -30
```
However, due to the buffer problem, it can become
```
0 -1 -10
1 -2 -20
2 -3 -
```
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I didn't realize before merging that we were first uploading the web directory, and then copying the cheatsheets to it, so they won't be uploaded. The cheatsheets will be removed from the website in the CI of hte previous PR, so would be good to merge this asap, so the cheatsheets are restored.
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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.
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- [x] 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
- [x] whatsnew entry
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- [x] tests added / passed
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- [x] tests added / passed
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https://api.github.com/repos/pandas-dev/pandas/issues/44089 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44089/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44089/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44089/events | https://github.com/pandas-dev/pandas/issues/44089 | 1,029,452,877 | I_kwDOAA0YD849XDRN | 44,089 | BUILD: Building wheels failing with one `requirements.txt` but passes with another | {
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- [X] I have read the [installation guide](https://pandas.pydata.org/pandas-docs/stable/getting_started/install.html#installing-pandas).
### Platform
Linux-3.10.0-1160.45.1.el7.x86_64-x86_64-with-glibc2.28; Linux-4.18.0-305.7.1.el8_4.x86_64-x86_64-with-redhat-8.4-Ootpa
### Installation Method
pip install
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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
>>> impor... | {
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### Reproducible Example
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- [X] I have checked that this issue has not already been reported. (might be related to #27456)
- [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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I was trying to read an encrypted file in `pandas`. As far as I know, there is no way to provide something to `read_csv` (or any other `read_*` function) to decrypt a file when reading (and not with *ex-post* `applymap` functions as in this [stack overflow thread](https://stackov... | {
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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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- [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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- [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.
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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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- [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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- [ ] 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.
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```python
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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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- [ ] tests added to pandas/tests/plotting/test_style.py and 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
- [ ] Seems the issue is obsolete. As I can see now the tested be... | {
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did flake-rst update and break the pre-commit?
cc @pandas-dev/pandas-core | {
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https://api.github.com/repos/pandas-dev/pandas/issues/44117 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44117/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44117/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44117/events | https://github.com/pandas-dev/pandas/issues/44117 | 1,031,665,248 | I_kwDOAA0YD849ffZg | 44,117 | ENH: Update Series/DataFrame Constructor args to Enable `dtype` Forced Conversion on Creation | {
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1. Can the `pd.Series` constructor be given an additional argument `errors` (default `raise`) to optionally convert all values to a specified type (`pd.NA` or `np.nan` if cannot cast) at creation?
e.g. Currently, the following rais... | {
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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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- [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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- [ ] 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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