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https://api.github.com/repos/pandas-dev/pandas/issues/30714 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30714/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30714/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30714/events | https://github.com/pandas-dev/pandas/pull/30714 | 545,460,774 | MDExOlB1bGxSZXF1ZXN0MzU5MzMyMDc3 | 30,714 | REF: share _union between DTI/TDI | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30715 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30715/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30715/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30715/events | https://github.com/pandas-dev/pandas/pull/30715 | 545,471,645 | MDExOlB1bGxSZXF1ZXN0MzU5MzM5OTU3 | 30,715 | IntervalArray equality follow-ups | {
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Haven't addressed all the comments yet but pushing this up now so there's a record of it.
Changes thus far:
- Created `tests/arithmetic/test_interval.py ` and moved the tests there
- Used `make_wrapped_comparison_op` to add `__eq__` and `__ne__` to `Interv... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30716 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30716/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30716/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30716/events | https://github.com/pandas-dev/pandas/issues/30716 | 545,474,964 | MDU6SXNzdWU1NDU0NzQ5NjQ= | 30,716 | ValueError when reading JSON lines file | {
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Using `pandas==0.25.1` with `Python 3.7.1` on Debian, loading the following JSON lines file fails using `pandas.read_json()` but succeeds when read manually.
After looking into this a bit, I think it might be related to `NaN` in the JSON file which is not supported by the spec but accepted by `json.lo... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30719 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30719/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30719/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30719/events | https://github.com/pandas-dev/pandas/pull/30719 | 545,491,519 | MDExOlB1bGxSZXF1ZXN0MzU5MzU0MjMx | 30,719 | Consistent json error | {
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"color": "207d... | closed | false | null | [] | null | 2 | 2020-01-06T00:47:09Z | 2020-01-13T23:16:54Z | 2020-01-13T23:16:53Z | MEMBER | null | This will take a few passes to do comprehensively, but trying to clean up error handling in the extension module. Right now failure points are allowed, which can lead to segfaults or surprising behaviour when debugging.
Trying to push closers towards the CPython error handling conventions:
https://docs.python.org... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30720 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30720/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30720/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30720/events | https://github.com/pandas-dev/pandas/pull/30720 | 545,493,968 | MDExOlB1bGxSZXF1ZXN0MzU5MzU1OTgw | 30,720 | REF: cosmetic differences between DTA/TDA/PA comparison methods | {
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There are a bunch of places where DTA or DTI do a compatibility check that for tz_awareness_compat, but not requiring the same tz. This check is analogous to `PeriodArray._check_compatible_with` and `TimedeltaArray._check_compatible_with`, so this adds a kwarg... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30723 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30723/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30723/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30723/events | https://github.com/pandas-dev/pandas/pull/30723 | 545,500,196 | MDExOlB1bGxSZXF1ZXN0MzU5MzYwNjEy | 30,723 | REF: Create test_encoding file for CSV | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30725 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30725/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30725/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30725/events | https://github.com/pandas-dev/pandas/pull/30725 | 545,614,000 | MDExOlB1bGxSZXF1ZXN0MzU5NDUxMDM0 | 30,725 | DOC: fix see also in docstring of check_bool_array_indexer | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30726 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30726/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30726/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30726/events | https://github.com/pandas-dev/pandas/issues/30726 | 545,633,737 | MDU6SXNzdWU1NDU2MzM3Mzc= | 30,726 | Rolling min/max gives malloc error | {
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```python
import pandas as pd
import numpy as np
import skimage
from scipy import signal
for orient in [0, 1]:
th = int(input_img.shape[orient] / 100)
peaks, info = signal.find_peaks(1 - bw_img.mean(orient), prominence=.35, width=2)
for pk, w in zip(peaks, info['widths']):
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https://api.github.com/repos/pandas-dev/pandas/issues/30727 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30727/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30727/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30727/events | https://github.com/pandas-dev/pandas/issues/30727 | 545,640,192 | MDU6SXNzdWU1NDU2NDAxOTI= | 30,727 | Re-unify execution paths for to_html() and _repr_html_() | {
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"de... | open | false | null | [] | null | 0 | 2020-01-06T09:58:28Z | 2021-07-25T04:38:45Z | null | NONE | null | The changes associated with #27991 (merged as part of v0.25.1) changed the behavior of `DataFrame._repr_html_()`
We use monkey patching to allow the automatic display (within Jupyter notebooks) of chemical structures stored in DataFrames as part of the RDKit project. Given how useful it is to be able to automaticall... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30728 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30728/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30728/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30728/events | https://github.com/pandas-dev/pandas/pull/30728 | 545,663,837 | MDExOlB1bGxSZXF1ZXN0MzU5NDkxNTQ1 | 30,728 | Fix read_json category dtype | {
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- [ ] tests added / passed
- [X] passes `black pandas`
- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] Add support for "category" dtype in read_json
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```python
import pandas as pd
pd.show_versions()
today = pd.to_datetime("today")
df = pd.DataFrame({'date': [today]})
assert isinstance(today, pd.Timestamp)
assert str(df.date.dtype) == 'datetime64[ns]'
delta = df.date - today # works fine
assert str(delta.dtype) == 'timedelta64[ns]'
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```python
def aggfunc(df):
# operation that rely on df having the grouping column present.
# Goes in again here without the grouping key and if my operation would rely on this, it would fail.
return pd.Series([0.2,0.2], index=[12,13])
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https://api.github.com/repos/pandas-dev/pandas/issues/30732 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30732/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30732/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30732/events | https://github.com/pandas-dev/pandas/issues/30732 | 545,694,356 | MDU6SXNzdWU1NDU2OTQzNTY= | 30,732 | to_csv swallows exception when writing to S3 | {
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"description": "read_csv, to_csv",
"... | closed | false | {
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"following_url": "https://api.github.com/users/alimcmaster1/following{/other_use... | null | 3 | 2020-01-06T12:07:37Z | 2020-09-05T00:01:23Z | 2020-09-05T00:01:23Z | CONTRIBUTOR | null | I'm not sure if this issue belongs to `pandas` or `s3fs`.
When writing to non-existing bucket or bucket without proper permissions no exception is raised. E.g. the following code will be executed normally:
```python
df = pd.DataFrame({'col1': [1, 2], 'col2': [3, 4]})
df.to_csv('s3://very.weird.and.certainly.nonex... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30733 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30733/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30733/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30733/events | https://github.com/pandas-dev/pandas/issues/30733 | 545,697,515 | MDU6SXNzdWU1NDU2OTc1MTU= | 30,733 | Fix SS03 issues in docstrings | {
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"id": 211029... | closed | false | null | [] | null | 13 | 2020-01-06T12:15:37Z | 2020-01-17T13:50:21Z | 2020-01-17T13:50:21Z | CONTRIBUTOR | null | Fix the docstrings where summary does not end with a period.
Current errors found:
```
$ ./scripts/validate_docstrings.py --errors=SS03
None:None:SS03:pandas.tseries.offsets.DateOffset.normalize:Summary does not end with a period
None:None:SS03:pandas.tseries.offsets.BusinessDay.normalize:Summary does not end wi... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30734 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30734/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30734/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30734/events | https://github.com/pandas-dev/pandas/pull/30734 | 545,718,349 | MDExOlB1bGxSZXF1ZXN0MzU5NTM2MzM5 | 30,734 | TYP: _config/config.py && core/{apply,construction}.py | {
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- [ ] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/30735 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30735/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30735/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30735/events | https://github.com/pandas-dev/pandas/issues/30735 | 545,718,733 | MDU6SXNzdWU1NDU3MTg3MzM= | 30,735 | BUG/DEPR: the deprecation of util.testing fails for direct imports | {
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In [1]: from pandas.util.testing import assert_frame_equal
---------------------------------------------------------------------------
ImportError Traceback (most recent call last)
<ipython-input-1-79d99d902fdd> in <module>
----> 1 from pandas.util.testing import assert_frame_eq... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30736 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30736/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30736/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30736/events | https://github.com/pandas-dev/pandas/issues/30736 | 545,722,610 | MDU6SXNzdWU1NDU3MjI2MTA= | 30,736 | Inconsistency/bug when selecting from a data-frame using an unsorted DatetimeIndex | {
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"color": "00... | closed | false | null | [] | null | 2 | 2020-01-06T13:19:52Z | 2021-07-25T04:40:42Z | 2021-07-25T04:40:36Z | NONE | null | #### The following is a MWE of the error:
```python
# Create an index
from_, to_ = pd.to_datetime(['2016-01-01', '2016-06-01'])
index = pd.date_range(from_, to_, freq='1min')
hour = pd.Timedelta('1h')
# Disorder the index:
index = pd.to_datetime(np.random.choice(index, len(index), replace=False))
# Create... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30737 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30737/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30737/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30737/events | https://github.com/pandas-dev/pandas/pull/30737 | 545,728,920 | MDExOlB1bGxSZXF1ZXN0MzU5NTQ1MDA5 | 30,737 | CI: Disallow bare pytest raise | {
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] | closed | false | null | [] | null | 2 | 2020-01-06T13:32:31Z | 2020-01-08T20:31:01Z | 2020-01-06T21:37:40Z | MEMBER | null | - [x] closes #23922
- [ ] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/30738 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30738/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30738/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30738/events | https://github.com/pandas-dev/pandas/issues/30738 | 545,735,623 | MDU6SXNzdWU1NDU3MzU2MjM= | 30,738 | API: positional indexing with IntegerArray | {
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```
In [12]: arr1 = pd.array([1, 2, 3])
In [13]: arr2 = pd.array([0, 2])
In [14]: arr1[arr2]
---------------------------------------------------------------------------
IndexError Traceback (most recent call last... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30739 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30739/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30739/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30739/events | https://github.com/pandas-dev/pandas/pull/30739 | 545,741,666 | MDExOlB1bGxSZXF1ZXN0MzU5NTU1NDY5 | 30,739 | DOC: Capitalize the 'p' in 'pandas code style guide' | {
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- [ ] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/30740 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30740/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30740/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30740/events | https://github.com/pandas-dev/pandas/issues/30740 | 545,770,565 | MDU6SXNzdWU1NDU3NzA1NjU= | 30,740 | DataFrame.unstack() with list of levels ignores fill_value | {
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"description": "np.nan, pd.NaT, pd.NA, d... | closed | false | null | [] | {
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"followers_url": "https://api.github.com/users/wesm... | 1 | 2020-01-06T14:59:27Z | 2020-01-09T19:19:07Z | 2020-01-09T19:19:07Z | MEMBER | null | #### Code Sample, a copy-pastable example if possible
```python
>>> import pandas as pd
>>> df = (
... pd.DataFrame(
... {
... "name": ["Alice", "Bob"],
... "score": [9.5, 8],
... "employed": [False, True],
... "kids": [0, 0],
... "gend... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30741 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30741/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30741/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30741/events | https://github.com/pandas-dev/pandas/issues/30741 | 545,784,547 | MDU6SXNzdWU1NDU3ODQ1NDc= | 30,741 | Suggestion: remove tests from the distribution | {
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"d... | open | false | null | [] | null | 23 | 2020-01-06T15:25:40Z | 2021-04-09T17:27:56Z | null | CONTRIBUTOR | null | Would it make sense to remove `tests` folder from the pandas distribution? It takes roughly 33% of the whole package weight.
It is especially important when using pandas inside the AWS Lambdas, where the deployment package size is limited to 50 MB zipped and 5 MB might really make a difference.
```
# Uncompress... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30742 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30742/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30742/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30742/events | https://github.com/pandas-dev/pandas/issues/30742 | 545,786,689 | MDU6SXNzdWU1NDU3ODY2ODk= | 30,742 | PERF: regression in getattr for IntervalIndex | {
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... | 19 | 2020-01-06T15:30:03Z | 2020-11-25T21:39:25Z | null | MEMBER | null | Master:
```
In [14]: idx = pd.interval_range(0, 1000, 1000)
In [15]: %timeit getattr(idx, '_ndarray_values', idx)
1.29 ms ± 30.6 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)
In [16]: %timeit idx.closed
321 ns ± 2.66 ns per loop (mean ± std. dev. of 7 runs, 1000000 loops each)
```
while on ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30743 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30743/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30743/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30743/events | https://github.com/pandas-dev/pandas/pull/30743 | 545,811,398 | MDExOlB1bGxSZXF1ZXN0MzU5NjA5OTE0 | 30,743 | ENH: Support multi row inserts in to_sql when using the sqlite fallback | {
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"followers_url": "https://api.github.com/users/j... | 6 | 2020-01-06T16:17:46Z | 2020-04-18T18:00:34Z | 2020-02-11T23:01:02Z | CONTRIBUTOR | null | Currently we do not support multi row inserts into sqlite databases
when `to_sql` is passed `method="multi"` - despite the documentation
suggesting that this is supported.
Adding support for this is straightforward - it only needs us
to implement a single method on the SQLiteTable class and so
this PR does just ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30744 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30744/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30744/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30744/events | https://github.com/pandas-dev/pandas/issues/30744 | 545,817,005 | MDU6SXNzdWU1NDU4MTcwMDU= | 30,744 | PERF: Categorical indexing performance regression | {
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Reproducible example for this benchmark:
```
N = 10 ** 6
categories = ["a", "b", "c"]
values = [0] * N + [1... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30745 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30745/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30745/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30745/events | https://github.com/pandas-dev/pandas/pull/30745 | 545,827,283 | MDExOlB1bGxSZXF1ZXN0MzU5NjIyNjE3 | 30,745 | DEPR/REGR: Fix pandas.util.testing deprecation | {
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"followers_url": "https://api.github.com/users/wesm... | 5 | 2020-01-06T16:50:02Z | 2020-01-07T00:01:18Z | 2020-01-07T00:01:14Z | CONTRIBUTOR | null | Closes https://github.com/pandas-dev/pandas/issues/30735
This avoids using _DeprecatedModule, which doesn't work for
direct imports from a module. Sorry for the importlib magic, but
I think this is the correct way to do things.
cc @jorisvandenbossche. | {
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- [x] tests added / passed
- [X] passes `black pandas`
- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
We moved our script to numpydoc, and it already had some improvements there. The script does like 80% of our validation, so what I'm doing here is to ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30747 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30747/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30747/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30747/events | https://github.com/pandas-dev/pandas/pull/30747 | 545,851,201 | MDExOlB1bGxSZXF1ZXN0MzU5NjQxNTM1 | 30,747 | PERF: Categorical getitem perf | {
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"followers_url": "https://api.github.com/users/wesm... | 5 | 2020-01-06T17:42:48Z | 2020-01-06T19:29:39Z | 2020-01-06T19:28:11Z | CONTRIBUTOR | null | Convert to an array earlier on.
Closes https://github.com/pandas-dev/pandas/issues/30744 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30748 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30748/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30748/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30748/events | https://github.com/pandas-dev/pandas/issues/30748 | 545,864,558 | MDU6SXNzdWU1NDU4NjQ1NTg= | 30,748 | `pandas.DataFrame.explode()` combines rows with repeated index values | {
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```python
import pandas as pd
df = pd.DataFrame({"A": [[1, 2], [3, 4]], "B": ["x", "y"]}, index=[0, 0])
df.explode("A")
```
Output:
```
A B
0 1 x
0 2 x
0 3 x
0 4 x
0 1 y
0 2 y
0 3 y
0 4 y
```
#### Problem description
... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30749 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30749/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30749/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30749/events | https://github.com/pandas-dev/pandas/pull/30749 | 545,868,404 | MDExOlB1bGxSZXF1ZXN0MzU5NjU1NDM4 | 30,749 | Fix PR08 errors | {
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"followers_url": "https://api.github.com/users/wesm... | 1 | 2020-01-06T18:22:38Z | 2020-01-06T18:59:49Z | 2020-01-06T18:59:43Z | CONTRIBUTOR | null | Fixes PR08 errors. When I ran the script, a lot of them seem to be false positives, these are the ones I'm pretty sure should be fixed:
```
pandas.infer_freq: Parameter "index" description should start with a capital letter
pandas.MultiIndex.get_loc_level: Parameter "drop_level" description should start with a capit... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30750 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30750/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30750/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30750/events | https://github.com/pandas-dev/pandas/issues/30750 | 545,871,615 | MDU6SXNzdWU1NDU4NzE2MTU= | 30,750 | NA is not included in MultiIndex.levels if we construct MI with nan | {
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```python
>>> tuples = [["A", "B"], ["A", np.nan], ["B", "A"]]
>>> mi = pd.MultiIndex.from_tuples(tuples, names=list("ab"))
>>> mi.levels
FrozenList([['A', 'B'], ['A', 'B']])
```
Tracking it down, this is due to `pd.Categorical... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30751 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30751/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30751/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30751/events | https://github.com/pandas-dev/pandas/pull/30751 | 545,882,419 | MDExOlB1bGxSZXF1ZXN0MzU5NjY2OTIx | 30,751 | REF: share comparison methods for DTA/TDA/PA | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30753 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30753/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30753/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30753/events | https://github.com/pandas-dev/pandas/pull/30753 | 545,923,390 | MDExOlB1bGxSZXF1ZXN0MzU5NzAwNTUw | 30,753 | Fix: Warning(Attempt to set value to copy of a slice) | {
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```
import pandas as pd
ts_columns = []
for col in df.columns:
if isinstance(df[col].dtype, Timestamp):
ts_columns.append... | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
Unify test cases of #30467 #30708 #30737 | {
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https://travis-ci.org/MacPython/pandas-wheels/jobs/633451994.
I tried briefly to write a code check for this, but didn't succeed. | {
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Using _check_compatible_with causes us to raise TypeError instead of ValueError in a couple of the Dateti... | {
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```python
In [1]: import pandas as pd
In [2]: df = pd.DataFrame({"sparse": [1, 2], "b": pd.SparseArray([1, 2])})
/Users/taugspurger/.virtualenvs/pandas-dev/bin/ipython:1: FutureWarning: The pandas.SparseArray class is deprecated and will be removed from pandas in a future version. Use... | {
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I found that the number of lines increased when I read a csv file by `pd.read_csv` from S3.
I also confirmed that several rows are duplicated with the transformation of types (their values are transformed into object-type).
This might be related to [pandas.read_csv duplicate issue](https://stackoverflo... | {
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Closes https://github.com/pandas-dev/pandas/issues/24130 | {
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```
import pandas as pd
import numpy.random as rnd
crash=True
if crash:
index = pd.date_r... | {
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Started with `flake8`, `black`, and `isort`, as those are the main ones for Python-related changes (for reference, we didn't even have `isort` in the checklist beforehand).
If we're happy with the structure, we can always add more OR ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30776 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30776/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30776/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30776/events | https://github.com/pandas-dev/pandas/issues/30776 | 546,240,871 | MDU6SXNzdWU1NDYyNDA4NzE= | 30,776 | concat with same column names | {
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```python
>>> df1 = pd.DataFrame()
>>> df2 = pd.DataFrame()
>>> df3 = pd.DataFrame()
>>> df1['1'] = range(0,10)
>>> df2['2'] = range(0,20,2)
>>> df3['2'] = range(0,30,3)
>>> df = pd.concat([df1, df2, df3], axis=1)
>>> df
1 2 2
0 0 0 0
1 1 ... | {
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```python
import pandas as pd
pd.__version__
df_1 = pd.DataFrame({'c_bool': [None, None, True, True, True,False]})
print(df_1['c_bool'].dtypes)
df_1['c_bool'] = df_1['c_bool'].astype(bool)
print(df_1['c_bool'].dtypes)
df_1
# '0.24.2'
# object
# bool
#... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30778 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30778/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30778/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30778/events | https://github.com/pandas-dev/pandas/pull/30778 | 546,260,139 | MDExOlB1bGxSZXF1ZXN0MzU5OTcwODEz | 30,778 | [WIP] style NA in reprs | {
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- [ ] tests added / passed
- [ ] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/30779 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30779/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30779/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30779/events | https://github.com/pandas-dev/pandas/pull/30779 | 546,263,789 | MDExOlB1bGxSZXF1ZXN0MzU5OTczNzM5 | 30,779 | ASV: use pandas.util.testing for back compat | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30780 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30780/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30780/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30780/events | https://github.com/pandas-dev/pandas/issues/30780 | 546,278,570 | MDU6SXNzdWU1NDYyNzg1NzA= | 30,780 | CLN: Fix FutureWarnings in the benchmarks | {
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"id"... | closed | false | null | [] | null | 2 | 2020-01-07T13:18:45Z | 2020-01-08T01:24:20Z | 2020-01-08T01:24:20Z | MEMBER | null | I see couple of `FutureWarning` in the benchmarks that can be fixed by simply updating the code to the proposed version.
```
·· /home/runner/work/pandas/pandas/asv_bench/benchmarks/algorithms.py:8: FutureWarning: pandas.util.testing is deprecated. Use the functions in the public API at pandas.testing instead.
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https://api.github.com/repos/pandas-dev/pandas/issues/30782 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30782/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30782/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30782/events | https://github.com/pandas-dev/pandas/pull/30782 | 546,307,265 | MDExOlB1bGxSZXF1ZXN0MzYwMDA5MTk5 | 30,782 | CLN: Removed outdated comment | {
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- [ ] tests added / passed
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I think this is a bit outdated, since we are using black and it's doing the work for us, right?
according to git blame, this is 2 years old. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30783 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30783/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30783/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30783/events | https://github.com/pandas-dev/pandas/issues/30783 | 546,307,889 | MDU6SXNzdWU1NDYzMDc4ODk= | 30,783 | pandas can not load Stata 16 data | {
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```python
df = pd.read_stata('xx.dta')
```
#### Problem description
I was trying to use the above command to load Stata 16 data, but got an error saying
```python
Version of given Stata file is not 104, 105, 108, 111 (Stata 7SE), 113 (Stata 8/9), 114 (Stata 10/11), 115 (Stata 12), 117 (Stata 1... | {
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This adds an internal version of `take` with the behaviour of setting `_is_copy` for DataFrames that the public `take` did before, so this version can be used in the indexing code (where we want to keep track of parent dataframe with `_is_copy` for SettingWithCopyWarnings).
I named it `_take_with_is... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30785 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30785/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30785/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30785/events | https://github.com/pandas-dev/pandas/issues/30785 | 546,379,663 | MDU6SXNzdWU1NDYzNzk2NjM= | 30,785 | Rename api.extensions._no_default to extension.no_default | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30787 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30787/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30787/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30787/events | https://github.com/pandas-dev/pandas/issues/30787 | 546,389,578 | MDU6SXNzdWU1NDYzODk1Nzg= | 30,787 | Unexpected behavior in cut() with nullable Int64 dtype | {
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... | 4 | 2020-01-07T16:45:16Z | 2020-04-28T06:00:47Z | null | NONE | null | #### Code Sample
```python
import pandas as pd
series = pd.Series([0, 1, 2, 3, 4, pd.np.nan, 6, 7], dtype='Int64')
breaks = [0, 2, 4, 6, 8]
breaks_cut = pd.cut(series, breaks)
breaks_cut
```
```
0 NaN
1 (0.0, 2.0]
2 (0.0, 2.0]
3 (2.0, 4.0]
4 (2.0, 4.0]
5 NaN
6 (0.... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30788 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30788/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30788/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30788/events | https://github.com/pandas-dev/pandas/pull/30788 | 546,399,979 | MDExOlB1bGxSZXF1ZXN0MzYwMDg0NDcx | 30,788 | API: no_default | {
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"followers_url": "https://api.github.com/users/wesm... | 2 | 2020-01-07T17:05:11Z | 2020-01-07T19:03:06Z | 2020-01-07T19:03:02Z | CONTRIBUTOR | null | Changes lib._no_default to lib.no_default, uses it in more places.
Closes #30785 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30789 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30789/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30789/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30789/events | https://github.com/pandas-dev/pandas/pull/30789 | 546,409,797 | MDExOlB1bGxSZXF1ZXN0MzYwMDkyNDc0 | 30,789 | REF: Implement BaseMaskedArray class for integer/boolean ExtensionArrays | {
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This is only a start, there is more to share. | {
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Some identified cases:
- [x] Indexing slowdown due to `extract_array`, reproducer below at https://github.com/pandas-dev/pandas/issues/30790#issuecomment-572928516
- [ ] `Index.__new__`, reproducer below at https://git... | {
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"followers_url": "https://api.github.com/users/wesm... | 1 | 2020-01-07T19:19:16Z | 2020-01-08T04:37:13Z | 2020-01-08T04:36:33Z | CONTRIBUTOR | null | This implements IntegerArray.to_numpy with similar semantics to BooleanArray.to_numpy. The implementation is now identical between BooleanArray & IntegerArray. #30789 will merge them.
1. `.to_numpy(dtype=float/bool/int)` will raise if there are missing values
2. `.astype(float)` will convert NA to NaN.
I've made... | {
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```python
import pandas
pandas.show_versions()
pandas.DatetimeIndex(['2013-01-01 09:58:29', '2013-01-01 09:58:30', '2013-01-01 09:58:30.001',
'2013-01-01 09:59:29', '2013-01-01 09:59:30', '2013-01-01 09:59:30.001'],
dtype='datetime64[ns]').round('min')
```
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> Seems like Python 3.6 has something (I guess a bug) causing the error TypeError: only integer scalar arr... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30795 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30795/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30795/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30795/events | https://github.com/pandas-dev/pandas/pull/30795 | 546,487,118 | MDExOlB1bGxSZXF1ZXN0MzYwMTU1ODU2 | 30,795 | DOC: whatsnew updates | {
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1. Some rewording for clarity
2. Fixed some links
3. Simplified the SemVer discussion | {
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https://github.com/pandas-dev/pandas/pull/29062#issuecomment-545703586 | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
- N/A
Turns out that the existing tests were not testing deprecation correctly for both python 3.7 and python 3.6, so had to change some of the ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/30802 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/30802/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/30802/comments | https://api.github.com/repos/pandas-dev/pandas/issues/30802/events | https://github.com/pandas-dev/pandas/pull/30802 | 546,573,056 | MDExOlB1bGxSZXF1ZXN0MzYwMjI2NDI4 | 30,802 | CI: Fix spelling in requirements-dev generator script | {
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This script creates `requirements-dev.txt` which contains the spelling mistake, so is also fixed (using the updated script). | {
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While I'm exploring data in the shell, I am _constantly_ forgetting the tilde prefix to a isnull() argument. There's something about the way I conceptualize the data and how I use pandas - "Okay, I have a dataframe, now I select a subset... this column, with variables that are not null... | {
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https://docs.python.org/3/c-api/module.html?highlight=multi%20phase#multi-phase-initialization
https://www.python.org/dev/peps/pep-0489/
Also removed a version string from within the extension, as I don't see ... | {
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Can be moved to the code style guide in the documentation: https://dev.pandas.io/docs/development/code_style.html
This way we can remove the page from the wiki, that is mostly outdated. | {
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is unacceptable for efficient development. We can reactivate once a stable,
incremental mode works for `pandas`. | {
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If in the future we want to always try to import pyarrow, having pyarrow 0.13 (instead of 0.12) as the minimum required version will make this easier. | {
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- [x] closes #26462
- [ ] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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