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a couple missed that are causing doc build failures with numpy-1.20.0rc2, https://github.com/pandas-dev/pandas/pull/36092/checks?check_run_id=1662818738
probably want to backport this to prevent possible future ci failures | {
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We obviously want cast to object if value is string. | {
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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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- [x] tests added / passed
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https://api.github.com/repos/pandas-dev/pandas/issues/39029 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39029/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39029/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39029/events | https://github.com/pandas-dev/pandas/pull/39029 | 781,647,839 | MDExOlB1bGxSZXF1ZXN0NTUxMzM0MDMw | 39,029 | BUG: read_csv does not close file during an error in _make_reader | {
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- [x] tests added / passed
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I don't understand why `td.check_file_leaks` doesn't complain about the left opened file (... | {
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- [ ] closes #xxxx
- [x] tests added / passed
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https://api.github.com/repos/pandas-dev/pandas/issues/39031 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39031/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39031/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39031/events | https://github.com/pandas-dev/pandas/issues/39031 | 781,732,258 | MDU6SXNzdWU3ODE3MzIyNTg= | 39,031 | pd.read_parquet causing Python to crash | {
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"id": 5... | open | false | null | [] | null | 4 | 2021-01-07T23:57:21Z | 2021-08-14T23:29:00Z | null | NONE | null | These are the commands I ran in IPython:
```
In [1]: import pandas as pd
In [2]: df = pd.DataFrame(data={'x': [1,2,3]})
In [3]: df.to_parquet('test.parquet')
In [4]: with open('test.parquet', 'rb') as f:
...: df2 = pd.read_parquet(f)
...:
```
At which point it exits IPython without displaying a... | {
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```
pytest pandas/tests/indexes/interval/test_constructors.py -k test_constructor_dtype -W error
FAILED pandas/tests/indexes/interval/test_constructors.py::TestF... | {
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To repeat the main argument: when not skipping empty objects, the resulting dtype of a concat-operation only depends on the input *dtypes*, and not on the exact content (the exact values, how many values (shape)). In general we want to get rid of valu... | {
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Small reproducer without dask:
```python
>>> df1 = ... | {
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] | closed | false | null | [] | null | 2 | 2021-01-08T14:23:25Z | 2021-01-11T07:31:23Z | 2021-01-11T07:31:23Z | NONE | null | - [x] I have checked that this issue has not already been reported.
- [x ] I have confirmed this bug exists on the latest version of pandas.
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
```python
import numpy as np
import ... | {
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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
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/39041 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39041/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39041/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39041/events | https://github.com/pandas-dev/pandas/issues/39041 | 782,354,795 | MDU6SXNzdWU3ODIzNTQ3OTU= | 39,041 | BUG: pandas v1.2 read_csv crashes when reading a large CSV | {
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OS: Windows 10
Python version: 3.7.8 (64 bit)
#### Problem description
Pandas 1.2 fails to read a large CSV (1.6GB), crashing the python process with exit code 0xC0000005. This issue is IDE agnostic, as it happens when running python from the console as well (no IDE).
- The CSV is quite simp... | {
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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
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Will be moving Series.apply into apply next. The plan is to have a base class Apply which i... | {
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- [x] tests added / passed
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xref #38896 (doesn't close). In general `df[:, "A"] = foo` tries to operate in-place befor... | {
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"The builtin options available in each of the pandas plot functions that are worthwhile to have a look."
to
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I enabled the check for leaked files for all io tests.
boto3 (#17058) is probably causing all of the unclosed ssl connections. This PR ignores ResourceWarnings that contain the string `'ssl'`. The fixture appli... | {
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The doc for `pandas.index.resize` talks about `numpy`
All of the examples use the `numpy` library.
`pandas` and `numpy` are not the same library.
shouldn... | {
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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.
---
```python
# Your code here
df=pd.DataFrame({'a':[1,2,3,3,2],'b':[0,1,1,0,0]})
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- [ ] closes #7509
- [ ] 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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The error message is self-explanatory although the original code passing a tuple seemed to work also, although not documented.
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There is a, currently formally experimental, "universal2" installer for Python on www.python.org. This natively supports both x86_64 (macOS 10.9 or later) and arm64 (macOS 11.0 or later). Using pandas with this installer currently requires building pandas from sou... | {
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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] 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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Will do follow up to share list/dict/str code in Apply for how=apply; they are essentially identical. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39062 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39062/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39062/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39062/events | https://github.com/pandas-dev/pandas/pull/39062 | 782,639,465 | MDExOlB1bGxSZXF1ZXN0NTUyMTUzNDcy | 39,062 | TST: skips in extension.test_categorical | {
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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
cc @simonjayhawkins
For the searchsorted test, the categorical data starts off ordered as "C" < "A" < "B" but then gets reordered in t... | {
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I have a periodic DataFrame and I would like to compute a rolling mean. However, I struggled to do this with pandas nicely. What I ended up dooing was to copy the tail of the DataFrame to the top and the head to the bottom, and than used DataFrame.rolling().
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https://api.github.com/repos/pandas-dev/pandas/issues/39064 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39064/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39064/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39064/events | https://github.com/pandas-dev/pandas/pull/39064 | 782,662,176 | MDExOlB1bGxSZXF1ZXN0NTUyMTY5OTg3 | 39,064 | Added docs for the change of behavior of isin | {
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"followers_url": "https://api.github.co... | 6 | 2021-01-09T18:35:05Z | 2021-01-17T15:37:27Z | 2021-01-17T15:36:02Z | CONTRIBUTOR | null | This is to close issue #38781, I added documentation to explain the change of behavior of the isin function.
- [x] closes #38781
- [ ] 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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- [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
- [x] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/39066 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39066/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39066/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39066/events | https://github.com/pandas-dev/pandas/pull/39066 | 782,675,966 | MDExOlB1bGxSZXF1ZXN0NTUyMTc5OTA3 | 39,066 | TYP: ALL_NUMPY_DTYPES mypy errors with numpy-1.20 | {
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pandas/_testing/__init__.py:122: error: Unsupported operand types for + ("List[Union[ExtensionDtype, Union[str, dtype[Any]], Type[str], Type[float], Type[int], Type[complex], Type[bool], Type[object]]]" and "List[object]") [operator]
pandas/_testing/__init__.py:123: error: Unsupported operand ... | {
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pandas/core/arrays/_ranges.py:153: error: Incompatible return value type (got "signedinteger[_64Bit]", expected "int") [return-value]
pandas/core/arrays/_ranges.py:171: error: Incompatible return value type (got "unsignedinteger[_64Bit]", expected "int") [return-value]
with
pand... | {
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ATM DTI/TDI/PI/insert are pretty idiosyncratic. This changes them to match the base Index.... | {
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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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pandas/core/arrays/period.py:273: error: Return type "int" of "_unbox_scalar" incompatible with return type "Union[signedinteger[_64Bit], datetime64, timedelta64]" in supertype "DatetimeLikeArrayMixin" [override]
pandas/core/arrays/period.py:277: error: Incompatible return value type (g... | {
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- [x] tests added / passed
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@jbrockmendel Would it be faster to use arange too in the line above of my fix instead of ... | {
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[Pandas Ecosystem - Stats & ML](https://pandas.pydata.org/docs/ecosystem.html#statistics-and-machine-learning)
#### Documentation problem
This isn't a problem, just an addition to the current ecosystem listing.
#### Suggested fix for documentation
This is a simple addit... | {
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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://anaconda.org/conda-forge/xlrd | {
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- [x] tests added / passed
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Is pinning here the right thing to do in environment.yml?
cc @jreback | {
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- [x] tests added / passed
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] | closed | false | null | [] | null | 1 | 2021-01-10T09:42:48Z | 2021-01-22T14:23:45Z | 2021-01-22T14:23:45Z | NONE | null | - [ ] I have checked that this issue has not already been reported.
- [ ] 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/39089 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39089/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39089/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39089/events | https://github.com/pandas-dev/pandas/issues/39089 | 782,809,496 | MDU6SXNzdWU3ODI4MDk0OTY= | 39,089 | CI: Numpy changed dtype inference | {
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```
other = [pd.Interval(0, 1, closed="right"), 0, "foo"]
arr = np.asarray(other)
result = pd.array(arr)
```
On a regular Numpy version the numpy array has dtype object an... | {
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- [x] tests added / passed
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Should we do something about the private variables ``_np_version_under1p19`` and ``_np_version_under1p20`` too?
cc @jreback | {
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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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Is there a better place for these tests?
EDIT: Technically a regression, but since it p... | {
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```bash
index_or_series_obj = Series([], Name: a, dtype: float64)
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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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- [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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```python
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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 numpy as np
import... | {
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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
Handle ignored mypy errors in ``pandas/core/arraylike.py``. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39105 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39105/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39105/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39105/events | https://github.com/pandas-dev/pandas/pull/39105 | 783,381,295 | MDExOlB1bGxSZXF1ZXN0NTUyNzUwMTM1 | 39,105 | sync release notes on 1.2.x from master | {
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syncing release notes between 1.2.x and master | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39106 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39106/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39106/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39106/events | https://github.com/pandas-dev/pandas/pull/39106 | 783,382,795 | MDExOlB1bGxSZXF1ZXN0NTUyNzUxMzc2 | 39,106 | TYP: fix mypy error in pandas/core/common.py | {
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- [ ] tests added / passed
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Handle ignored mypy error in ``pandas/core/common.py``. | {
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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
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https://api.github.com/repos/pandas-dev/pandas/issues/39108 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39108/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39108/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39108/events | https://github.com/pandas-dev/pandas/issues/39108 | 783,413,847 | MDU6SXNzdWU3ODM0MTM4NDc= | 39,108 | TYP: clean notations in the wrong place | {
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] | open | false | null | [] | null | 9 | 2021-01-11T14:25:42Z | 2021-06-08T18:12:07Z | null | CONTRIBUTOR | null | https://github.com/pandas-dev/pandas/blob/master/pandas/core/groupby/groupby.py#L1294
```
# To track operations that expand dimensions, like ohlc
OutputFrameOrSeries = TypeVar("OutputFrameOrSeries", bound=NDFrame)
```
at the very least this should be in `pandas._typing`. puzzled why we need this at *all*, as t... | {
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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
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cc @MarcoGorelli | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39110 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39110/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39110/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39110/events | https://github.com/pandas-dev/pandas/issues/39110 | 783,533,318 | MDU6SXNzdWU3ODM1MzMzMTg= | 39,110 | BUG: `get_dummies` works on a single integer value column, but fails silently when applied to multiple columns. | {
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- [X] I have confirmed this bug exists on the latest version of pandas (1.2.0)
---
#### Code Sample, a copy-pastable example
```python
# A sample dataframe. Last column has integer values.
df = pd.DataFrame({'A': ['a', '... | {
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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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https://api.github.com/repos/pandas-dev/pandas/issues/39113 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39113/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39113/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39113/events | https://github.com/pandas-dev/pandas/issues/39113 | 783,609,754 | MDU6SXNzdWU3ODM2MDk3NTQ= | 39,113 | BUILD: openSUSE: Can't import IncompatibleFrequency in Pandas | {
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... | open | false | null | [] | null | 4 | 2021-01-11T18:45:03Z | 2021-08-15T02:59:04Z | null | NONE | null | Hi, I am trying to install Pandas for a project for our Devs. After installing Pandas with pip3 and trying to run the project, we get this stack trace:
```Traceback (most recent call last):
File "src/bin/app.py", line 17, in <module>
from bin.generator_dispatcher import GeneratorDispatcher
File "/opt/yana... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39114 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39114/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39114/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39114/events | https://github.com/pandas-dev/pandas/pull/39114 | 783,665,532 | MDExOlB1bGxSZXF1ZXN0NTUyOTg3NDY0 | 39,114 | Backport PR #39112 on branch 1.2.x (DOC: minor cleanup of 1.2.1 release notes) | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39115 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39115/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39115/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39115/events | https://github.com/pandas-dev/pandas/issues/39115 | 783,666,485 | MDU6SXNzdWU3ODM2NjY0ODU= | 39,115 | Documentation showing placeholders instead of text | {
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"followers_url": "https://api.github.co... | 7 | 2021-01-11T20:03:48Z | 2021-01-17T15:59:39Z | 2021-01-17T15:59:39Z | CONTRIBUTOR | null | #### Location of the documentation
[pandas.DataFrame.mad](https://pandas.pydata.org/docs/dev/reference/api/pandas.DataFrame.mad.html)
#### Documentation problem
The documentation is showing placeholders instead of the actual text.

`{desc}`, `{axis_descr}`, `{nam... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39116 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39116/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39116/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39116/events | https://github.com/pandas-dev/pandas/issues/39116 | 783,753,148 | MDU6SXNzdWU3ODM3NTMxNDg= | 39,116 | DataFrame.apply doesn't handle numpy ops or DataFrame properties | {
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s = pd.Series([1, 2])
df = pd.DataFrame([1, 2])
print(s.agg("sqrt"))
print(df.agg("sqrt"))
print(s.apply("sqrt"))
print(df.apply("sqrt"))
print(s.agg("size"))
print(df.agg("size"))
print(s.apply("size"))
print(df.apply("size"))
```
In each of the two blocks, first three lines all give the expected... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39118 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39118/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39118/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39118/events | https://github.com/pandas-dev/pandas/pull/39118 | 783,783,393 | MDExOlB1bGxSZXF1ZXN0NTUzMDg0Njkx | 39,118 | ENH: Allow numpy ops and DataFrame properties as str arguments to DataFrame.apply | {
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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
- [x] whatsnew entry
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