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https://api.github.com/repos/pandas-dev/pandas/issues/42420 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42420/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42420/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42420/events | https://github.com/pandas-dev/pandas/issues/42420 | 938,493,919 | MDU6SXNzdWU5Mzg0OTM5MTk= | 42,420 | DOC: Inconsistency in Setting Up Dev Env | {
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https://pandas.pydata.org/pandas-docs/dev/development/contributing_environment.html#installing-a-c-compiler
**Note**: You can check the latest versions of the docs on `master` [here](https://pandas.pydata.org/docs/dev/).
#### Documentation problem
> You will need Build Too... | {
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What I have:
```
pd.Timestamp('2021-07-05 08:10:11')
pd.Timestamp('2021-07-07 12:13:14')
```
What I'm looking for:
```
[pd.Timestamp('2021-07-05 09:00:00'),
pd.Timestamp('2021-07-06 09:00:00'),
pd.Timestamp('2021-07-07 09:00:00')]
```
#### D... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/42423 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42423/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42423/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42423/events | https://github.com/pandas-dev/pandas/issues/42423 | 938,850,112 | MDU6SXNzdWU5Mzg4NTAxMTI= | 42,423 | BUG: Replacing NaN with None in Pandas 1.3 does not work | {
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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
#### Pandas 1.2
```python
>>> import 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/2018/02/28... | {
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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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Very often when manipulating pandas DataFrames I had a SettingWithCopyWarning and I did not understand why because the warning message was telling me to use the syntax .loc[row_indexer,col_indexer] = value , which I was already using !
The issue actually had nothing to do with the .loc syntax but with the fact... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/42429 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42429/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42429/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42429/events | https://github.com/pandas-dev/pandas/issues/42429 | 939,038,433 | MDU6SXNzdWU5MzkwMzg0MzM= | 42,429 | BUG: .dt.isocalendar().week returns unexpected dtype (UInt32) | {
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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/42430 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42430/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42430/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42430/events | https://github.com/pandas-dev/pandas/issues/42430 | 939,072,047 | MDU6SXNzdWU5MzkwNzIwNDc= | 42,430 | BUG: 1D slices over extension types turn into N-dimensional slices over ExtensionArrays | {
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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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- [x] 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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https://api.github.com/repos/pandas-dev/pandas/issues/42433 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42433/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42433/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42433/events | https://github.com/pandas-dev/pandas/issues/42433 | 939,092,483 | MDU6SXNzdWU5MzkwOTI0ODM= | 42,433 | BUG: `list` subclass objects don't work as indexers for data frames in 1.3.x | {
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**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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See the next code (and `ascending` provided as a string, not boolean):
```python
>>> pandas.DataFrame({'col': [3, 1, 2]}).sort_values(by='col', ascending='False')
col
1 1
2 2
0 3
```
This should fail in the same way as in `Series`:
```python
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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
This does not fix any of the existing GH issues for dropping of levels. | {
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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.
---
#### Code Sample, a copy-pastable example
```python
import pandas as pd
from ... | {
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####
```python
import pandas as pd
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**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018... | {
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README.md file
#### Documentation problem
There are some unwanted commas and colons with grammatical error
#### Suggested fix for documentation
The fix is easy just have to grammatically correct the README file.
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- [x] tests added / passed
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IIUC, all the 3.9 builds(except numpydev) should have all dependencies.
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1.
```
In [2]: pd.Index(['A', 'B', 'C', 'D'], dtype=pd.StringDtype()).dtype
Out[2]:... | {
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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
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https://api.github.com/repos/pandas-dev/pandas/issues/42457 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42457/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42457/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42457/events | https://github.com/pandas-dev/pandas/pull/42457 | 940,561,578 | MDExOlB1bGxSZXF1ZXN0Njg2NjEzODQz | 42,457 | BUG: df.astype changes order of dataframe | {
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- [x] 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
- [x] whatsnew entry
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- [x] I have confirmed this bug exists on the latest version of pandas.
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---
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- [ ] tests added / passed
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I have some code that I used to extract the index columns as data frame, which wor... | {
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| 1 | 1 | b1| c1|
| 2 | 2 | b2| c2|
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**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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It was assumed that the index contains the element `0`. This led to a
defect when the index of the input Dataframe has an offset, which is a
common use case when streaming Dataframes via generators.
This fix consists of not relying on accessing the `0` element of
`frame_dicts`.
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https://api.github.com/repos/pandas-dev/pandas/issues/42465 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42465/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42465/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42465/events | https://github.com/pandas-dev/pandas/pull/42465 | 940,917,715 | MDExOlB1bGxSZXF1ZXN0Njg2OTE2NDM0 | 42,465 | BUG: MultiIndex.get_loc with string key on DatetimeIndex level | {
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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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- [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
These are minimal examples which throw an exception. The same pr... | {
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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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- [x] closes #42433
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https://api.github.com/repos/pandas-dev/pandas/issues/42471 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42471/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42471/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42471/events | https://github.com/pandas-dev/pandas/issues/42471 | 941,063,954 | MDU6SXNzdWU5NDEwNjM5NTQ= | 42,471 | BUG: read_json converts Numeric Strings to Numbers | {
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>>> pd.read_json("""{"a": ["01", "02", "03"]}""")
a
0 1
1 2
2 3
```
These are well defined by JSON to be alphanumeric strings and not integers, so its a bit unfortunate that these get cast.
Expected Output:
```python
>>> pd.read_json("""{"a": ["01", "02", "03"]}""")
a
0 01
1 02
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Summary of removed tests and their replacement coverage:
Original Test | Replaced By | Parameters |
--- | --- | --- |
test_bar_align_left | test_align_positive_cases... | {
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`test_1d_object_array_does_not_copy` DIDN'T fai... | {
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Original motivation was to get rid of _get_partial_string_timestamp_match_key. | {
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**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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the [csv_reader](https://pandas.pydata.org/docs/reference/api/pandas.read_csv.html) has many features, but getting the settings right is quite a pain.
I look after a corporate data analysis platform and found that the largest waste of time over a due course of 76... | {
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... | open | false | null | [] | null | 2 | 2021-07-11T13:36:06Z | 2021-08-21T04:19:22Z | 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
In [1]: import numpy as np... | {
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- [x] tests added / passed
- [x] whatsnew entry
I originally thought the issue was too complicated to code for such a small feature, but turns out it was only one or two lines of coding, so I added it in. Quite a nice addition for visualisations I think.
![Screen Shot 2021-07-11 at 17 23 59... | {
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xref #27181, a couple more steps to get that all the way accomplished | {
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Regression was due to each scalar value hitting `is_datetime_or_timedelta_dtype` -> `_is_d... | {
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cc @simonjayhawkins | {
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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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See also https://github.com/pandas-dev/pandas/issues/42229#issuecomment-870009579
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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.
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
```python
from io import StringIO
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https://api.github.com/repos/pandas-dev/pandas/issues/42499 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42499/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42499/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42499/events | https://github.com/pandas-dev/pandas/issues/42499 | 941,913,210 | MDU6SXNzdWU5NDE5MTMyMTA= | 42,499 | ENH: Pandas ewm with fixed window / offset | {
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Pandas ewm function works similar to the pandas expanding function in that it rolls over the whole dataframe. In my case however, I need to specify a fixed window or offset over which the ewm function is applied. In other words, an ewm function with a cutoff that would work similar to th... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/42501 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42501/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42501/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42501/events | https://github.com/pandas-dev/pandas/issues/42501 | 941,970,521 | MDU6SXNzdWU5NDE5NzA1MjE= | 42,501 | BUG: extraneous copy of extension arrays in v1.3.0 | {
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```python
import pandas as pd
from pandas.core.arrays.integer import coerce_to_array
class IntegerArrayNoCopy(pd.core.arrays.IntegerArray):
@classmethod
def _from_sequence(cls, scalars, *, dtype=None, copy=False):
values, mask = coerce_to_array(sc... | {
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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
- [X] whatsnew entry
This PR improves the error message when trying to interpolate dtype integer with metho... | {
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Parametrises the tests for `vmin/vmax` clipping and widening, to test with different combinations of `align`.
Also adds fixtures for existing tests in the file.
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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.
---
#### Code Sample, a copy-pastable example
Pandas 1.25:
```python
import panda... | {
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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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- [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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- [ ] Add PyPy wheels on MacPython/pandas-wheels and get them on PyPI(we have them already on conda-forge)
- ~~We can probably add this for 1.3.1.~~
- Actually, it will probably be easier to add after 1.3.1, since 1.3.1 includes a fix for the PyPy build.
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ser = pd.Series(range(5))
df = ser.to_frame()
ser._mgr.arrays[0][0] = 10
>>> df.iloc[0, 0]
0 # <-- ArrayManager
10 # <-- BlockManager
```
cc @jorisvandenbossche | {
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- [ ] I have asked my usage related question on [StackOverflow](https://stackoverflow.com)
- [x] Asked on GIS StackExchange: https://gis.stackexchange.com/q/403762/155601
---
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xref https://github.com/pandas-dev/pandas/pull/42451#issuecomment-878918384
> I think for the backport, will only backport changes in ci/deps/actions-39.yaml and leave ci/deps/actions-39-slow.yaml which maps to ci/deps/actions-37-slow.yaml unchanged. | {
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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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