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---
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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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For join when we have mismatched tzawareness we raise TypeError, with mismatched tzs we cast to UTC.
It would be convenient if these had the same behavior.
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- [X] I have confirmed this bug exists on the latest version of pandas.
---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28/minimal-bug-reports) detailing how to provide the necessary information for us to re... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39332 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39332/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39332/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39332/events | https://github.com/pandas-dev/pandas/pull/39332 | 791,702,499 | MDExOlB1bGxSZXF1ZXN0NTU5NzE2MDQ1 | 39,332 | PERF: DatetimeIndex.get_indexer with mismatched tz | {
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```
In [2]: dti = pd.date_range("2016-01-01", periods=10000, tz="US/Pacific")
In [3]: dti2 = dti.tz_convert("UTC")
In [4]: %timeit dti.get_indexer(dti2)
127 ms ± 4.69 ms per loop (mean ± std. dev. of 7 runs, 10 loops each) # <-- master
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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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] | open | false | null | [] | null | 0 | 2021-01-22T12:43:42Z | 2021-08-15T03:42:38Z | null | MEMBER | 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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#### Problem description
Pandas float formatters ignore the nullable floating extension types `Float64` which was introduced with 1.2.0.
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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.
---
#### Code Sample, a copy-pastable example
```python
import pandas as pd
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"descript... | closed | false | null | [] | null | 2 | 2021-01-22T14:53:46Z | 2021-01-22T19:02:07Z | 2021-01-22T19:02:07Z | NONE | null | I have been looping over dataframes from selected indexes. Works fine for the most part, however, when trying to loop over the entire dataframe (rather than using .query() and then saving the queried index), I get KeyError: 4393
Why I think this is a bug is because I can make it work by doing:
```
dfDbi = dfD.h... | {
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- [Yes] I have confirmed this bug exists on the latest version of pandas.
- [No] (optional) I have confirmed this bug exists on the master branch of pandas.
---
Reproducible example:
```python
import pandas as pd
import numpy as np
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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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Tried fixing the Mypy Errors in parsers
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We'd like to consolidate the parser classes (C, python and pyarrow). One way to go would be to move the logic common to all parsers into ParserBase and delegate parser-specific logic into methods on the subclasses that ParserBase calls
IMO this is best done aft... | {
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I would like to use (algorithm, DataFrame) tuples as dict keys to record results of various experiments on various datasets, but while we can make immutable algorithms, we cannot make immutable DataFrames.
There are a bajillion benefits we miss by not enforcing i... | {
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```
cpplint --quiet --extensions=c,h --headers=h --recursive --filter=-readability/casting,-runtime/int,-build/include_subdir pandas/_libs/src/*.h pandas/_libs/src/parser pandas/_libs/ujson pandas/_libs/tslibs/src/datetime pandas/_libs/*.cpp
```
However, `pandas/_libs/ujson` doesn't exis... | {
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Should not affect running code at all. mypy tests passed locally.
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> My name is Rishin and I am one of the Directors of HackIllinois- the largest hackathon in the Midwestern United States with a focus on Open Source initiatives. Today, I am reaching out to invite you or another member of the Pandas team to be a mentor for a new Open Source Fellowship program we... | {
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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
This bug happens when filtering on categorical string columns and choose a value which ... | {
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I fixed the path to `ujson` directory so `cpplint` will run on `pandas/_libs/src/ujson/` instead of `pandas/_libs/ujson`, which doesn't exist.
But the title of the issue says `cpplint (unintentionally?) skips pandas/_libs/src/ujson/`, so I understand there's a chance the `pandas/_libs/src/ujs... | {
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- [x] tests added / passed
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This is follow up of #39009 but for `mode`: now keys returned by `mode` are in the origina... | {
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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
Probably should be in 1.2.1 given that this occurred after the deprecation of the xlrd eng... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39356 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39356/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39356/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39356/events | https://github.com/pandas-dev/pandas/pull/39356 | 792,655,339 | MDExOlB1bGxSZXF1ZXN0NTYwNDkzODc0 | 39,356 | TST: Multiindex slicing with NaNs, unexpected results for #25154 | {
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- [x] tests added / passed
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Added test case for Multiindex slicing with NaNs.
Executed linting test based on the ins... | {
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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] tests added / passed
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This means the following example:
```
def highlight_max(d):
"""Highlight the maximum in a Series or DataFrame bol... | {
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```
$ time python make.py --single getting_started/comparison/comparison_with_spreadsheets.rst
…
real 0m22.119s
u... | {
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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
This is pretty much throwing in the towel on #38254. | {
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- [ ] ~~closes #xxxx~~
- [x] tests ~... | {
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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
I unified the code which led to a bugfix. The test failed for the python parser case previously | {
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- [ ] ~~closes #xxxx~~
- [ ] tests ~~added /~~ passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) ... | {
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"... | null | 8 | 2021-01-24T01:27:21Z | 2021-04-04T17:07:42Z | 2021-04-04T17:07:42Z | MEMBER | null | #### Location of the documentation
https://pandas.pydata.org/docs/development/contributing.html
#### Documentation problem
The page is long and covers a lot:
- Environment setup
- The mechanics of contributing to code and docs
- Code standards
#### Suggested fix for documentation
I suggest streamlin... | {
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] | open | false | null | [] | null | 3 | 2021-01-24T01:42:27Z | 2021-08-24T05:21:46Z | null | MEMBER | null | #### Location of the documentation
http://dev.pandas.io/
#### Documentation problem
Both http://dev.pandas.io/ and https://pandas.pydata.org/docs/dev/ exist, and it's confusing what the difference is / what each are for.
#### Suggested fix for documentation
- [x] Remove references to `dev.pandas.io` -> #... | {
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This would also req... | {
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Pandas has the `.pipe` method to pipe a function result to the next step in a ETL process. However, this method is awkward when calling functions where you want to pipe self and not the function output.
There are many situations where piping self is wanted:
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tuple in tuple means we are indexing index and columns | {
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I think the previous description was wrong. We only reindex if the index is not None, not the opposite.
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Suggested fix
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Is there a reason not supporting milliseconds resolution when supporting microseconds? | {
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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
pd.read_clipboard()
```
##... | {
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- [pyarrow CSV engine basic PR](#38370)
- https://github.com/pandas-dev/pandas/pull/37639#issuecomment-742278895
- https://github.com/pandas-dev/pandas/pull/37639#issuecomment-742295452
- https://github.com/pandas-dev/pandas/pull/37639#issuecomment-742650316
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- [ ] tests added / passed
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Will attempt to improve the performance of `groupby.rolling` next.
```
before after ... | {
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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] closes https://github.com/pandas-dev/pandas/issues/17921
- [ ] tests ~~added /~~ passed
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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>
```Shell
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This pull request builds on https://github.com/pandas-dev/pandas/pull/39745.
cc @fangchenli
- [ ] ~~closes #xxxx~~
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Also minor edits to docs to extend information and show examples.
cc @TomAugspurger | {
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#### Code Sample, a copy-pastable example
```python
df = pd.DataFrame((np.random.rand(1, 1)*100))
s = df.style\
.applymap(lambda x: 'background-color: black;')\
.apply(lambda x: pd.DataFrame([['color: red;']]), axis=None)
print(s.render())
print(s.ctx)
print(s.render())
print(s.ctx)
...
<styl... | {
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"followers_url": "https://api.github.com/users/j... | 2 | 2021-01-25T12:03:24Z | 2021-01-26T17:01:17Z | 2021-01-26T14:15:14Z | CONTRIBUTOR | null | - [ x] closes #39395
- [ 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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- [ ] I have asked my usage related question on [StackOverflow](https://stackoverflow.com): I am not a StackOverflow user.
---
## Question about pandas
When using df.loc[ ] in ... | {
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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
i = pd.... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39399 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39399/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39399/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39399/events | https://github.com/pandas-dev/pandas/issues/39399 | 793,568,854 | MDU6SXNzdWU3OTM1Njg4NTQ= | 39,399 | TYP upgrade and pin mypy to 0.800 | {
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- [X ] I have asked my usage related question on [StackOverflow](https://stackoverflow.com/questions/65834907/pandas-styler-css-limit-reached).
---
#### Question about pandas
... | {
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"followers_url": "https://api.github.com/users/j... | 6 | 2021-01-25T18:08:48Z | 2021-01-29T04:24:47Z | 2021-01-28T15:04:20Z | CONTRIBUTOR | null | The following code should return a new Series with a single value, but raises a ValueError:
```python
import pandas as pd
s = pd.Series([100])
pd.concat([s.iloc[::-1]])
```
The corresponding example with a DataFrame also raises a ValueError:
```python
import pandas as pd
df = pd.DataFrame([100])
pd.concat([... | {
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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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- [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 @jbrockmendel This cleans the edgy behavior up for duplicate columns.
Previous test was wrong. | {
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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(np.random.... | {
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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] 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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Discussion in #23530 seems ambivalent on whether this is desirable, and I don't have a str... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39410 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39410/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39410/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39410/events | https://github.com/pandas-dev/pandas/issues/39410 | 793,989,942 | MDU6SXNzdWU3OTM5ODk5NDI= | 39,410 | BUG: pd.testing.assert_frame_equal(..., check_exact=True) raises AssertionError when comparing numeric ExtensionDtypes | {
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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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I am using pyarrow 1.0.0.
It failed to process integers and floats but worked with objects. When I run the following python script:
sample = pd.DataFrame({'a':[1, 2], 'b': [3, 4]})
sample.to_parquet('tmp.parquet')
I got:
ArrowTypeError: ('Did not pass numpy.dtype object', 'Conversion failed for column a... | {
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- [x] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
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https://api.github.com/repos/pandas-dev/pandas/issues/39413 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39413/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39413/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39413/events | https://github.com/pandas-dev/pandas/issues/39413 | 794,416,126 | MDU6SXNzdWU3OTQ0MTYxMjY= | 39,413 | BUG: Performance regression to_csv when formatting datatime index | {
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... | open | false | null | [] | null | 0 | 2021-01-26T17:21:56Z | 2021-08-15T04:01:12Z | 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
All variants give the same output. The issu... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39414 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39414/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39414/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39414/events | https://github.com/pandas-dev/pandas/pull/39414 | 794,423,350 | MDExOlB1bGxSZXF1ZXN0NTYxOTQyNjc3 | 39,414 | update link to config.py in options user guide | {
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"followers_url": "https://api.github.com/users/j... | 1 | 2021-01-26T17:32:18Z | 2021-02-11T13:37:15Z | 2021-02-11T13:37:11Z | CONTRIBUTOR | null | - `config.py` now `config_core.py` ?!
- maybe also [pandas/_config/config.py](https://github.com/pandas-dev/pandas/blob/master/pandas/_config/config.py)
- link in [`user_guide/options` ](https://pandas.pydata.org/pandas-docs/stable/user_guide/options.html) changed. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39415 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39415/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39415/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39415/events | https://github.com/pandas-dev/pandas/issues/39415 | 794,474,522 | MDU6SXNzdWU3OTQ0NzQ1MjI= | 39,415 | BLD: Enable PEP 517 | {
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... | open | false | null | [] | null | 0 | 2021-01-26T18:47:16Z | 2021-01-26T18:47:32Z | null | MEMBER | null | After #38852, we could enable PEP 517 by modifying PATH in setup.py or use non-vendored versioneer. See https://github.com/python-versioneer/python-versioneer/issues/193 for details. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39416 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39416/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39416/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39416/events | https://github.com/pandas-dev/pandas/issues/39416 | 794,476,749 | MDU6SXNzdWU3OTQ0NzY3NDk= | 39,416 | BLD: optional numpy import | {
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] | open | false | null | [] | null | 3 | 2021-01-26T18:50:52Z | 2021-06-15T12:30:04Z | null | MEMBER | null | The added workflow pip installs pandas without the requirements pre-installed. Seems to pull in requirements OK. (I also wanted to test with other versions of setuptools locally though before approving this PR)
OT for the sdist build step we do `python setup.py clean --quiet`. This fails if numpy not installed.
_... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39417 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39417/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39417/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39417/events | https://github.com/pandas-dev/pandas/issues/39417 | 794,483,977 | MDU6SXNzdWU3OTQ0ODM5Nzc= | 39,417 | CI: add sdist test for PRs | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39418 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39418/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39418/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39418/events | https://github.com/pandas-dev/pandas/issues/39418 | 794,522,372 | MDU6SXNzdWU3OTQ1MjIzNzI= | 39,418 | BUG: SettingWithCopyError raised unsystematically (?) | {
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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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