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[this should provide the location of the documentation, e.g. "pandas.read_csv" or the URL of the documentation, e.g. "https://dev.pandas.io/docs/reference/api/pandas.read_csv.html"]
**Note**: You can check the latest versions of the docs on `master` [here](https://pandas.pydata.... | {
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- [X] closes #35719
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Reverts to 1.0.5 behavior while maintaining the bugfix that introduced the "regression". Ideally `agg` would instead raise in these scenarios ([ref]... | {
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- [x] I have asked my usage related question on [StackOverflow](https://stackoverflow.com).
---
#### Question about pandas
Although extremely common in the industry, "dummy" ha... | {
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... | null | 5 | 2020-08-14T16:13:58Z | 2021-02-28T17:17:28Z | null | MEMBER | null | Issues where `agg` is used with non-reducing functions:
* #18103
* #14741
* #35490
I think `agg` should raise if the function(s) provided are not reducers. This can be tested by if the resulting index is equal to `self.grouper.result_index`. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/35726 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35726/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35726/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35726/events | https://github.com/pandas-dev/pandas/pull/35726 | 679,267,409 | MDExOlB1bGxSZXF1ZXN0NDY4MDczNjc3 | 35,726 | CLN: remove unused variable | {
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https://api.github.com/repos/pandas-dev/pandas/issues/35727 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35727/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35727/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35727/events | https://github.com/pandas-dev/pandas/issues/35727 | 679,277,944 | MDU6SXNzdWU2NzkyNzc5NDQ= | 35,727 | QST: Any support for df["x"] = y where y.columns are MultiIndexed? | {
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... | 9 | 2020-08-14T16:47:21Z | 2020-08-23T13:57:47Z | 2020-08-23T13:57:47Z | NONE | null | We're working with DataFrames where the columns are MultiIndexed, so e.g. ones that look like this:
```
pca
pca1 pca2
0 0.754675 1.868685
1 -1.861651 -0.048236
2 -0.797750 0.388400
```
which one can get through `pd.DataFrame(np.random.normal(size=(6,)).reshape((3,2)), colu... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/35728 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35728/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35728/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35728/events | https://github.com/pandas-dev/pandas/pull/35728 | 679,281,025 | MDExOlB1bGxSZXF1ZXN0NDY4MDg0MzMx | 35,728 | BLD: bump xlrd min version to 1.2.0 | {
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This appears to have been moved to the authors [Blog](https://nipun... | {
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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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- [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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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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This was basically already supported but `to/read_pickle` set `compression` to `None` for file objects.
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```
============================= test session starts ==============================
platform linux -- Python 3.7.7, pytest-6.0.1, py-1.9.0, pluggy-0.13.1
rootdir: /home/travis/build/pandas-dev/pandas, configfile: setup.cfg, testpaths: pandas
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#### Code Sample, a copy-pastable example
```python
In [44]: df = pd.DataFrame... | {
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#### Code Sample, a copy-pastable example
This line of code:
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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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xref #9959, #35444
Slicing a `DataFrameGroupBy` object to `SeriesGroupBy` does... | {
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Broken off from #35711 | {
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This PR makes a few more changes to propagate `dropna` correctly for sliced groupby objects.
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#### Code Sample, a copy-pastable example
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---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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Ref: https://github.com/scipy/scipy/pull/12730
Restricting version for now. | {
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Pytest 6.0.0+ will require pytest-asyncio>=0.12.0 for these async tests to run.
Also worth noting `pytest-asyncio 0.12.0 requires pytest>=5.4.0`. (So maybe we should think about bumping min pytest version)
```
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- [ ] tests added / passed
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New performance comparison for 10,000 groups
```
In [1]: In [1]: df_g = pd.DataFrame({'a': range(10**4), 'b': range(10**4), 'c': range(10**4)})
In [2]: In [2]: de... | {
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https://pandas.pydata.org/docs/dev/reference/api/pandas.to_numeric.html?highlight=to_numeric#pandas.to_numeric
#### Documentation problem
The documentation declares that the `downcast` argument of `pd.to_numeric` can use the value `int`. However, only `integer` is working in ... | {
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value that compiler cannot reason must be either initialized
or never reached
closes #35622
- [X] closes #35622
- [X] passes `black pandas`
- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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I've got `self.values` of type `pd.Series` with `pd.Timestamp`-s, and that does not have `fill_value` and `allow_fill`, so the kwargs check fails.
```
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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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- [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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- [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
d... | {
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I have updated the docstring for `Series.str.cat` to make the issue in #35556 more explicit to the user. | {
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---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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I frequently round numerical columns in my dataframe to two decimals using `pandas.DataFrame.round`. I would like to do this inplace, since it will make code simpler and presumable less prone to errors.
#### Describe the solution you'd like
`DataFrame.round` sho... | {
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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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Recently ``pandas/io/formats/latex.py`` undertook some updates and extension of it functionality.
Adding more into it led to some code smell.
Recently there was a refactoring done by @SylvainLan, PR https://github.com/pandas-dev/pandas/pull/35649.
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- [ ] 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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First part of #35412. I could not find a relevant issue for the test change/whatsnew update. | {
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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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NO
#### Describe the solution you'd like
Currently the data frame columns are case-sensitive, when we try to drop the column with different case, the error is thrown.
My suggestion is to have one more option like ignorecase as boolean, if the flag is true, then d... | {
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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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```
STDOUT -------->
Processing /Users/danielsaxton/pandas/asv_bench/env/a36d556a9d1611aba4092dc48036d261/project
Preparing wheel metadata: started
Preparing wheel metadata: finished with s... | {
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This adds a test to verify that resample does not yield empty groups.
I'm new to contributing to pandas, and I'm not sure where to add this test.... | {
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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/35806 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35806/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35806/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35806/events | https://github.com/pandas-dev/pandas/pull/35806 | 681,832,440 | MDExOlB1bGxSZXF1ZXN0NDcwMTU4MTQ0 | 35,806 | Backport PR #35776 on branch 1.1.x (Changed 'int' type to 'integer' in to_numeric docstring) | {
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... | 15 | 2020-08-19T14:02:05Z | 2021-08-10T04:47:04Z | 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
```python
>>> df=pd.DataFrame({'... | {
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effectively backport of #35672 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/35809 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35809/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35809/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35809/events | https://github.com/pandas-dev/pandas/pull/35809 | 682,033,875 | MDExOlB1bGxSZXF1ZXN0NDcwMzI2OTI4 | 35,809 | CI: more xfail failing 32-bit tests | {
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```
df = pd.DataFrame({'a': [1,2,3], 'b': [4,5,6]})
```
If I want to print it without the index, I could do:
To string:
```
df.to_string(index=False)
```
To html:
```
df.to_html(index=False)
```
To json:
```
df.to_json(index=False, orient='table')
`... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/35811 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35811/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35811/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35811/events | https://github.com/pandas-dev/pandas/issues/35811 | 682,206,742 | MDU6SXNzdWU2ODIyMDY3NDI= | 35,811 | BUG/QST: Series.transform with a dictionary | {
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s = pd.Series([1, 2, 3])
result1 = s.transform({'a': lambda x: x + 1})
result2 = s.transform({'a': lambda x: x + 1, 'b': lambda x: x + 2})
The docs say that `dict of axis labels -> functions` is acceptable, but I... | {
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cc:
@bashtage
@charlesdong1991
@Dr-Irv
@dsaxton
@MarcoGorelli
@rhshadrach
In case anyone doesn't want to appear here: https://pandas.pydata.org/about/team.html | {
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https://api.github.com/repos/pandas-dev/pandas/issues/35813 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35813/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35813/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35813/events | https://github.com/pandas-dev/pandas/issues/35813 | 682,247,454 | MDU6SXNzdWU2ODIyNDc0NTQ= | 35,813 | CI: Failures due to pyarrow 0.11 in Travis 37 Locale Build | {
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"followers_url": "https://api.github.com... | 2 | 2020-08-19T23:30:50Z | 2020-08-20T21:26:05Z | 2020-08-20T21:26:05Z | CONTRIBUTOR | null | Looks like recently the Travis 37 Locale Build has started picking up pyarrow 0.11.1
https://travis-ci.org/github/pandas-dev/pandas/jobs/719430999
pyarrow 0.11.1 py37he6710b0_0
This causes the pyarrow tests to run which seem to be failing.
Previously no pyarrow in env: https://tra... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/35814 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35814/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35814/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35814/events | https://github.com/pandas-dev/pandas/pull/35814 | 682,283,449 | MDExOlB1bGxSZXF1ZXN0NDcwNTQyNjY3 | 35,814 | TST: Fix test_parquet failures for pyarrow 1.0 | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
cc @martindurant -> looks like this is a pyarrow 1.0.0 compat issue (read_table uses the new API) - https://arrow.apache.org/do... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/35815 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35815/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35815/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35815/events | https://github.com/pandas-dev/pandas/pull/35815 | 682,300,300 | MDExOlB1bGxSZXF1ZXN0NDcwNTU2NTk4 | 35,815 | CI/DOC: unpin sphinx, fix autodoc usage | {
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https://api.github.com/repos/pandas-dev/pandas/issues/35816 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35816/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35816/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35816/events | https://github.com/pandas-dev/pandas/issues/35816 | 682,399,943 | MDU6SXNzdWU2ODIzOTk5NDM= | 35,816 | BUG: read_excel doesn't honor dtype for index | {
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... | 5 | 2020-08-20T04:22:42Z | 2020-08-25T12:42:52Z | null | CONTRIBUTOR | 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
Make sure you have Pandas and `xlrd` ... | {
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