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https://api.github.com/repos/pandas-dev/pandas/issues/43125 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43125/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43125/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43125/events | https://github.com/pandas-dev/pandas/pull/43125 | 975,459,259 | MDExOlB1bGxSZXF1ZXN0NzE2NjA1ODE1 | 43,125 | REF: use _get_axis_number instead of if axis in [...]: #43048 | {
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- [X] I have searched the [[pandas] tag](https://stackoverflow.com/questions/tagged/pandas) on StackOverflow for similar questions.
- [X] I have asked my usage related question on [StackOverflow](https://stackoverflow.com).
### Link to question on StackOverflow
NA
### Question about pandas
linux env, how to... | {
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I believe the first 5 usages are in agreement with the Numpy usage.
Examples of `axis: Equals 0 or ‘index’ for r... | {
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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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- [ ] 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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"followers_url": "https://api.github.com... | 8 | 2021-08-20T13:26:40Z | 2021-09-18T02:31:52Z | 2021-09-18T02:31:52Z | NONE | null | #### Code Sample, a copy-pastable example
The problem is best shown in the following example:
```python
import pandas as pd
s = pd.Series(['1 day', '3 days', pd.NaT], dtype='timedelta64[ns]')
print(f'{s.mean()=}\n')
# as expected: result is '2 days'
print(f"{s.apply('mean')=}\n")
# as expected: result i... | {
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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
df = pd.DataFrame({'group'... | {
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A unit test has been added to check the validity of pd.Categorical() . This PR is with respect to the GitHub issue no. 32414.
Thanks
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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://github.com/pandas-dev/pandas/blob/e8f359348a601f303e19dc33fc66f0b602efce50/pandas/core/groupby/groupby.py#L2445-L2450 | {
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"descript... | closed | false | null | [] | null | 13 | 2021-08-20T20:06:02Z | 2021-08-24T08:53:20Z | 2021-08-24T08:53:19Z | NONE | null | Hello,
I've got a dataset and I can convert to naive time just fine, but I would like to include timezone information.
INSTALLED VERSIONS
------------------
commit : 5f648bf1706dd75a9ca0d29f26eadfbb595fe52b
python : 3.8.5.final.0
python-bits : 64
OS : Linux
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https://api.github.com/repos/pandas-dev/pandas/issues/43141 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43141/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43141/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43141/events | https://github.com/pandas-dev/pandas/issues/43141 | 975,921,937 | MDU6SXNzdWU5NzU5MjE5Mzc= | 43,141 | ENH: use oldest-supported-numpy in pyproject.toml | {
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"followers_url": "https://api.github.com/users/jorisva... | 4 | 2021-08-20T21:08:02Z | 2021-08-21T02:13:26Z | 2021-08-21T00:11:31Z | NONE | null | #### Is your feature request related to a problem?
Currently using Pandas on Python 3.10 RC 1 gets the wrong version of numpy (1.19) and builds the wheel manually, instead of getting the first wheel for NumPy + Python 3.10 (1.21).
#### Describe the solution you'd like
This problem has already been solved by ht... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43142 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43142/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43142/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43142/events | https://github.com/pandas-dev/pandas/pull/43142 | 975,924,647 | MDExOlB1bGxSZXF1ZXN0NzE3MDAxNTI2 | 43,142 | PERF: DataFrame constructor | {
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from asv_bench.benchmarks.frame_ctor import *
self = FromArrays()
self.setup()
%timeit self.time_frame_from_arrays_int()
2.77 ms ± 129 µs per loop (mean ± std. dev. of 7 runs, 100 loops each) # <- master
2.11 ms ± 57.6 µs per loop (mean ± std. dev. of 7 runs, 100 loops each) # <- PR
``` | {
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... | open | false | null | [] | null | 7 | 2021-08-20T22:54:53Z | 2021-08-28T12:22:12Z | null | NONE | null | - [x] I have checked that this issue has not already been reported.
It doesn't seem to be based on a search for read_excel and indexerror
- [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**:... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43144 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43144/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43144/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43144/events | https://github.com/pandas-dev/pandas/pull/43144 | 975,991,460 | MDExOlB1bGxSZXF1ZXN0NzE3MDU2NTM0 | 43,144 | PERF: _form_blocks | {
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from asv_bench.benchmarks.frame_ctor import *
self = FromArrays()
self.setup()
%timeit self.time_frame_from_arrays_int()
2.28 ms ± 67 µs per loop (mean ± std. dev. of 7 runs, 100 loops each) # <- master
1.82 ms ± 5.34 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each) # <- PR
```
Orthogonal... | {
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"followers_url": "https://api.github.com... | 8 | 2021-08-21T02:19:26Z | 2021-11-11T01:38:11Z | 2021-09-01T19:36:43Z | MEMBER | null | - [x] closes #43075
- [ ] 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
My bad on this one, pinning one of the CI to ensure that this works. | {
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... | closed | false | null | [] | null | 12 | 2021-08-21T03:03:29Z | 2021-10-12T02:33:33Z | 2021-10-12T02:33:33Z | NONE | null | This code is currently hand-copied from SciPy, now there's a package that exists to do just that. As a bonus, NumPy will no longer need to build wheels on 3.10 (Linux 64-bit only currently)
- [x] closes #40307
- [ ] tests added / passed
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from asv_bench.benchmarks.frame_ctor import *
self = FromDicts()
self.setup()
%timeit self.time_dict_of_categoricals()
# 530 µs ± 21.1 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each) # <- master
# 471 µs ± 2.85 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each) # <- PR
``` | {
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It sets the numeric_only value based on the columns on which aggregate functions are applied
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New Test is added to `test_groupby_aggregation_mixed_dtype` function
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I'm experimenting with a new shuffle algorithm for Dask dataframe. This is what backs distributed versions of join, set_index, groupby-apply, or anything that requires the large movement of rows around a distributed dataframe.
Things are coming along well, but I'm running into a performance challeng... | {
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Related to #43155 I'm running into memory issues when pickling many small pandas dataframes. The following script creates a pandas dataframe, splits it up, and then pickles each little split and brings them back again. It then deletes all objects from memory but something is still sticking around. Here... | {
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... | open | false | null | [] | null | 4 | 2021-08-21T15:44:08Z | 2021-10-06T13:46:52Z | null | NONE | null | - [ ] closes #xxxx
- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
- [ ] whatsnew entry
This cleans up the SDist build slightly. First, it uses PyPA's "build" instead of directly call... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43158 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43158/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43158/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43158/events | https://github.com/pandas-dev/pandas/pull/43158 | 976,171,063 | MDExOlB1bGxSZXF1ZXN0NzE3MTc0ODUx | 43,158 | ENH: use github issue form for doc improvement | {
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Screenshot of current version:
<img width="829" alt="Screen Shot 2021-08-21 at 12 12 44 PM" src="https://user-images.githubusercontent.com/37011898/130328264-29ea829e-b664-4a68-bb7d-8a3b21c5bfee.png">
https://github.com/mzeitlin11/issue-forms/issues if anyone wants to play around with open... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43159 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43159/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43159/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43159/events | https://github.com/pandas-dev/pandas/pull/43159 | 976,226,044 | MDExOlB1bGxSZXF1ZXN0NzE3MjExNjAx | 43,159 | TST: Test inequality w/ complex dtypes (GH28050) | {
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] | closed | false | null | [] | null | 2 | 2021-08-21T21:30:15Z | 2021-08-22T19:09:08Z | 2021-08-22T18:03:11Z | CONTRIBUTOR | null | - [x] closes #28050
- [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
Whats new::
Add a test to `pandas/test/dtypes/test_dtypes.py`
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https://api.github.com/repos/pandas-dev/pandas/issues/43160 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43160/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43160/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43160/events | https://github.com/pandas-dev/pandas/pull/43160 | 976,278,327 | MDExOlB1bGxSZXF1ZXN0NzE3MjQ1MTI1 | 43,160 | PERF: DataFrame.values | {
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from asv_bench.benchmarks.frame_methods import *
self = ToNumpy()
self.setup()
%timeit self.time_to_numpy_mixed_tall()
24.2 ms ± 324 µs per loop (mean ± std. dev. of 7 runs, 10 loops each) # <- master
11.8 ms ± 609 µs per loop (mean ± std. dev. of 7 runs, 100 loops each) # <- PR
``` | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43161 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43161/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43161/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43161/events | https://github.com/pandas-dev/pandas/pull/43161 | 976,359,490 | MDExOlB1bGxSZXF1ZXN0NzE3Mjk4MjIw | 43,161 | WIP: REF: `DataFrame.to_html` directs to `Styler.to_html` | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43162 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43162/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43162/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43162/events | https://github.com/pandas-dev/pandas/issues/43162 | 976,362,140 | MDU6SXNzdWU5NzYzNjIxNDA= | 43,162 | ENH: Add 'ascending' parameter to series/searchsorted() method. | {
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i tried using [pandas.Series.searchsorted](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.Series.searchsorted.html) method in series.
**Example-1**
```
input:
import pandas as pd
ser_order = pd.Series([1, 1, 2,3,4])
ser_order.searchsorted([2,3])
output:
array([2,3]) #correct re... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43163 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43163/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43163/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43163/events | https://github.com/pandas-dev/pandas/pull/43163 | 976,363,821 | MDExOlB1bGxSZXF1ZXN0NzE3MzAxMzEw | 43,163 | Fixed all warning.warn messages for space,full-stop etc issues | {
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"followers_url": "https://api.github.com/users/jreback/followers",... | 8 | 2021-08-22T12:22:52Z | 2021-08-25T17:55:56Z | 2021-08-25T17:55:55Z | CONTRIBUTOR | null | I have fixed all the warning.warn messages in the entire code base for "Minor typo on warnings #39158" reported issue.
closes #39158
Summary of the changes .
[Fix-Tracking-Sheet (2).xlsx](https://github.com/pandas-dev/pandas/files/7030053/Fix-Tracking-Sheet.2.xlsx)
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https://api.github.com/repos/pandas-dev/pandas/issues/43164 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43164/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43164/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43164/events | https://github.com/pandas-dev/pandas/issues/43164 | 976,421,180 | MDU6SXNzdWU5NzY0MjExODA= | 43,164 | BUG: options `date_dayfirst` and `date_yearfirst` conflict | {
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"d... | open | false | null | [] | null | 5 | 2021-08-22T16:54:07Z | 2021-09-30T17:58:52Z | null | CONTRIBUTOR | null | Can someone confirm that this is a bug:
```
pd.options.display.chop_threshold = 0.5
pd.options.display.date_dayfirst = True
df = pd.DataFrame([[1.00, 0.1, 0.01, 0.001], [2.22, 2.22, 2.22, 2.22]],
index=pd.date_range(start="01-01-2000", periods=2))
print(df)
0 1 2 3... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43165 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43165/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43165/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43165/events | https://github.com/pandas-dev/pandas/issues/43165 | 976,425,751 | MDU6SXNzdWU5NzY0MjU3NTE= | 43,165 | ENH: confusing name for 'copy' argument in to_numpy() method | {
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... | open | false | null | [] | null | 4 | 2021-08-22T17:16:05Z | 2021-09-30T18:00:36Z | null | NONE | null | I found the following behavior a bit unexpected from the name of the argument.
> The default (`copy=False`) may return a copy instead of a view. `copy=True` always returns a copy, but `copy=False` does not always return a view.
I think changing the argument name to something like `always_copy` would be more clear... | {
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Aiobotocore got an upgrade from 1.3.3 to 1.4.0, looks like this broke our ci
This comes with s3fs. The new release handles the dependency, but is not on conda-forge yet | {
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Failure:
https://github.com/pandas-dev/pandas/runs/3394467341
Working:
https://github.com/pandas-dev/pandas/runs/3389494290
This comes as a dependency of s3fs, which changed the requirements already, but the 2021.08.0 release is not on conda-forge yet. We can remove the pin after it... | {
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```
from asv_bench.benchmarks.rolling import *
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] | closed | false | null | [] | null | 1 | 2021-08-23T07:09:25Z | 2021-08-23T07:21:07Z | 2021-08-23T07:20:50Z | NONE | null | - [x] 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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<!-- END pr-commits -->
## Base PullRequest
default branch (https://github.com/pandas-dev/pandas/tree/master)
## Command results
<details>
<summary>Details: </summary>
<details>
<summary><em>add path</em></summary>
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- [x] add option
- [x] add tests
- [x] whats new
- [x] update function docstrings `to_latex` and `to_html`
will update styler user guide (do as a follow on).
encoding also applies to saving to files ... | {
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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
The major issue is that the parser is reading 1 as a boolean expression and not as an inte... | {
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adds items to #41395.
also xref #39911 (technically after DataFrame.to_html is deprecated)
- [x] adds option
- [x] adds tests
- [x] updates options.rst docs
- [x] no public method docstrings
- [x] whatsnew
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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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IMPORTANT: This depends on MacPython/pandas-wheels#152, so please merge that first.
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This test will pass on pandas 1.2.5 but fail on 1.3 onwards (checked 1.3, 1.3.2).
```python
def test_convert_dtypes_on_byte_string():
byte_str = b'binary-string'
dataframe = pd.DataFrame(
data={
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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
This has been resolved in the master. I think adding a test will close it. | {
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This is my first real contribution, I appreciate the feedback! | {
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xref #43155 | {
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xref #40263 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43190 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43190/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43190/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43190/events | https://github.com/pandas-dev/pandas/issues/43190 | 977,548,945 | MDU6SXNzdWU5Nzc1NDg5NDU= | 43,190 | BUG: infinite recursion when using `np.fmin` to combine > 2 Series/DataFrames elementwise | {
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... | 5 | 2021-08-23T23:03:30Z | 2021-08-26T15:33:19Z | 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 (1.3.1)
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
```python
# These 2-adic invocati... | {
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
- [ ] whatsnew entry
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- [ ] I have confirmed this bug exists on the latest version of pandas.
- [ ] (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.
- [x] (optional) I have confirmed this bug exists on the master branch of pandas.
---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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... | open | false | null | [] | null | 1 | 2021-08-24T09:06:11Z | 2021-09-30T23:01:42Z | null | NONE | null | #### Is your feature request related to a problem?
Yes, this would improve predictability of behavior with pandas extension arrays.
#### Describe the solution you'd like
`pandas.api.types.is_list_like` can check for iterability in a more pythonic way according to https://docs.python.org/3/glossary.html#term-it... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43197 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43197/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43197/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43197/events | https://github.com/pandas-dev/pandas/issues/43197 | 978,002,880 | MDU6SXNzdWU5NzgwMDI4ODA= | 43,197 | How to make pandas-stubs library compliant with pandas development team requirements | {
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my name is Zbigniew Królikowski. I am a software developer at VirtusLab.
Together with my colleagues we started working on our own [pandas type stubs library](https://github.com/VirtusLab/pandas-stubs), and at some point decided to make it open-source.
We wanted to ask you:
1. Is the separation between... | {
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"i... | open | false | null | [] | null | 0 | 2021-08-24T12:30:26Z | 2021-09-30T23:05:02Z | 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. (1.3.1)
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
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- [x] tests added / passed in the test_convert_dtypes.py file
- [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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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
- [ ] whatsnew entry
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- [ x ] I have confirmed this bug exists on the latest version of pandas.
- [ 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.
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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/43203 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43203/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43203/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43203/events | https://github.com/pandas-dev/pandas/pull/43203 | 978,650,016 | MDExOlB1bGxSZXF1ZXN0NzE5MjA0NzAx | 43,203 | REF: fast_xs avoid object dtype | {
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/43204 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43204/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43204/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43204/events | https://github.com/pandas-dev/pandas/issues/43204 | 978,653,868 | MDU6SXNzdWU5Nzg2NTM4Njg= | 43,204 | BUG: to_frame and transpose called on a series don't maintain dtype | {
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- [ O ] 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.
---
```python
import pandas as pd
series_index = ["a", "b", "c"]
series_data =... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43205 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43205/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43205/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43205/events | https://github.com/pandas-dev/pandas/issues/43205 | 978,804,183 | MDU6SXNzdWU5Nzg4MDQxODM= | 43,205 | Combination of groupby with dropna set to True and apply function not returning expected output | {
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This is a repetition of the SO question found [here](https://stackoverflow.com/questions/68918019/pandas-groupby-with-dropna-set-to-true/68918101?noredirect=1#comment121798992_68918101). (I did not have this issue previously when working with version 1.1.3).
In the following ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43206 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43206/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43206/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43206/events | https://github.com/pandas-dev/pandas/issues/43206 | 978,969,400 | MDU6SXNzdWU5Nzg5Njk0MDA= | 43,206 | BUG: inconsistent `groupby.apply` behaviour depending on column dtypes | {
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```python
import pandas as pd
df = pd.DataFrame({
'date_val': {
0: pd.Timestamp('2017-01-01 00:00:00'),
1: pd.Timestamp('2017-01-01 00:00:00'),
2: pd.Timestamp('2... | {
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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
- [x] whatsnew entry
Added information about pandas-stubs to both the .rst and .md ecosystem doc files.
closes https://github.com... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43208 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43208/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43208/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43208/events | https://github.com/pandas-dev/pandas/issues/43208 | 978,991,057 | MDU6SXNzdWU5Nzg5OTEwNTc= | 43,208 | ENH: add converters to Dataframe constructor | {
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I am using pandas to read both csv files and lists of lists.
I have a dictionary mapping some colum headers to a conversion function:
`dict_converters = {"column_a": func_a, "column_b": func_b, "column_e": func_a} `
I find the converters argument in 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.
---
**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/43210 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43210/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43210/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43210/events | https://github.com/pandas-dev/pandas/pull/43210 | 979,089,593 | MDExOlB1bGxSZXF1ZXN0NzE5NTU1NzM5 | 43,210 | TST: categorical reindex with added categories | {
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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
The bug is specifically in the Interval index. The error arises in the example code from ... | {
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changed file generic.py and style.py
replaced if axis in [...] with get_axis_number(axis)
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https://api.github.com/repos/pandas-dev/pandas/issues/43212 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43212/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43212/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43212/events | https://github.com/pandas-dev/pandas/issues/43212 | 979,475,977 | MDU6SXNzdWU5Nzk0NzU5Nzc= | 43,212 | BUG: MultiIndex.putmask | {
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left = pd.MultiIndex.from_tuples([(np.nan, 6), (np.nan, 6), ("a", 4)])
right = pd.MultiIndex.from_tuples([("a", 1), ("a", 1), ("d", 1)])
mask = np.array([True, True, False])
result = left.putmask(mask, right)
>>> result
[...]
IndexError: list index out of range
```
The result here somehow ended up with... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43213 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43213/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43213/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43213/events | https://github.com/pandas-dev/pandas/pull/43213 | 979,524,136 | MDExOlB1bGxSZXF1ZXN0NzE5OTI0MDY0 | 43,213 | BUG: groupby agg fails silently with mixed dtypes | {
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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/43214 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43214/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43214/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43214/events | https://github.com/pandas-dev/pandas/issues/43214 | 979,568,429 | MDU6SXNzdWU5Nzk1Njg0Mjk= | 43,214 | CLN: avoid use of service account keys in `to_gbq` and `read_gbq` tests | {
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In anticipation... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43215 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43215/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43215/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43215/events | https://github.com/pandas-dev/pandas/issues/43215 | 979,579,754 | MDU6SXNzdWU5Nzk1Nzk3NTQ= | 43,215 | TYP: Type hints in merge incorrect for ``on`` | {
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```
on: IndexLabel | None = None,
left_on: IndexLabel | None = None,
right_on: IndexLabel | None = None,
```
imply that we pass keys here.
We have tests, which pass arrays as on argument, for example
``test_handle_join_key_pass_array``
Not sure if this is tested w... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43216 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43216/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43216/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43216/events | https://github.com/pandas-dev/pandas/pull/43216 | 979,666,182 | MDExOlB1bGxSZXF1ZXN0NzIwMDQ0NjM1 | 43,216 | TYP: assorted | {
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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/43217 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43217/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43217/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43217/events | https://github.com/pandas-dev/pandas/pull/43217 | 979,666,471 | MDExOlB1bGxSZXF1ZXN0NzIwMDQ0ODgz | 43,217 | REF: avoid need for get_join_target in join_non_unique | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43218 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43218/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43218/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43218/events | https://github.com/pandas-dev/pandas/pull/43218 | 979,668,165 | MDExOlB1bGxSZXF1ZXN0NzIwMDQ2MzMy | 43,218 | TST: unhoused test_offsets fn to custom business hour (#27045) | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43219 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43219/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43219/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43219/events | https://github.com/pandas-dev/pandas/pull/43219 | 979,691,093 | MDExOlB1bGxSZXF1ZXN0NzIwMDY1OTk5 | 43,219 | BUG: MultiIndex.putmask | {
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- [x] tests added / passed
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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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