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- [ ] ref #30999
- [ ] tests added / passed
- [ ] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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... | closed | false | null | [] | null | 3 | 2020-03-19T04:23:13Z | 2021-07-30T03:52:02Z | 2021-07-30T03:52:02Z | CONTRIBUTOR | null | #### Code Sample, a copy-pastable example if possible
```python
>>> series = pd.Series(['2.5', '3', np.nan, 'A'])
>>> pd.to_numeric(series)
Traceback (most recent call last):
File "pandas/_libs/lib.pyx", line 1926, in pandas._libs.lib.maybe_convert_numeric
ValueError: Unable to parse string "A"
During hand... | {
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```python
# Your code here
```
#### Problem description
[this should explain **why** the current behaviour is a problem and why the expected output is a better solution.]
**Note**: We receive a lot of issues on our GitHub tracker, so it is very possibl... | {
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- [ ] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
Related to #27977.
Output for pandas.Series.corr, pandas.Series.cov, pandas.Series.count:
```
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With this PR:
```
In [1]: data = np.array([1, 2, 3], dtype=float)
In [2]: index = pd.core.arrays.sparse.IntIndex(5, np.array([0, 2, 4]))
In ... | {
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```python
In [1]: import pandas as pd
In [2]: import numpy as np
In [3]: s = pd.Series([1,2,np.nan], dtype='Int64')
In [4]: t = pd.Series([1,2,3], dtype='Int64')
In [5]: s-t
Out[5]:
0 0
1 0
2 <NA>
dtype: Int64
In [6]: (s-t).dtype
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Would like feedback on a few issues before continuing to work on this issue :
- File pandas/core/accessor.py . How to handle multiline text? Couldn't find anywhere good recomendations.
- File pandas/core/ops/docstrings.py . Changed logic of templates. Is this okay? Also new lines with formatted t... | {
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Bulds on top of https://github.com/pandas-dev/pandas/pull/32821 and adds another ~4.5x speed up in addition to that PR. Benchmarks... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32826 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32826/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32826/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32826/events | https://github.com/pandas-dev/pandas/pull/32826 | 584,428,004 | MDExOlB1bGxSZXF1ZXN0MzkxMDE1ODg2 | 32,826 | PERF: skip non-consolidatable blocks when checking consolidation | {
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From investigating https://github.com/pandas-dev/pandas/issues/32196#issuecomment-600824238
@rth this should give an... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32827 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32827/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32827/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32827/events | https://github.com/pandas-dev/pandas/pull/32827 | 584,454,205 | MDExOlB1bGxSZXF1ZXN0MzkxMDM3NDA1 | 32,827 | DOC: Fixed contributors for bugfix releases | {
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to the maintenance branch.
```
Contributors
============
A total of 8 people contributed patches to this release. People with a
"+" by their names contributed a patch for the first time.
* Daniel Saxton
* Joris Van den Bossche
* Mees... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32828 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32828/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32828/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32828/events | https://github.com/pandas-dev/pandas/pull/32828 | 584,553,315 | MDExOlB1bGxSZXF1ZXN0MzkxMTE4NDgx | 32,828 | CLN: Update docstring decorator from Appender to doc | {
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"followers_url": "https://api.github.com/users/j... | 2 | 2020-03-19T16:49:21Z | 2020-03-19T18:56:42Z | 2020-03-19T18:56:22Z | CONTRIBUTOR | null | - [ ] xref #31942
- [ ] tests added / passed
- [ ] passes `black pandas`
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https://api.github.com/repos/pandas-dev/pandas/issues/32829 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32829/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32829/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32829/events | https://github.com/pandas-dev/pandas/pull/32829 | 584,554,791 | MDExOlB1bGxSZXF1ZXN0MzkxMTE5NzEw | 32,829 | TYP: update setup.cfg | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32830 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32830/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32830/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32830/events | https://github.com/pandas-dev/pandas/pull/32830 | 584,595,209 | MDExOlB1bGxSZXF1ZXN0MzkxMTUyNzY5 | 32,830 | STY: Correct whitespace placement | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32831 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32831/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32831/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32831/events | https://github.com/pandas-dev/pandas/pull/32831 | 584,605,422 | MDExOlB1bGxSZXF1ZXN0MzkxMTYxMTEx | 32,831 | BUG: ExtensionBlock.set not setting values inplace | {
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In separate passes I would like to
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https://api.github.com/repos/pandas-dev/pandas/issues/32832 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32832/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32832/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32832/events | https://github.com/pandas-dev/pandas/issues/32832 | 584,623,553 | MDU6SXNzdWU1ODQ2MjM1NTM= | 32,832 | DOC: CI failure due to fsspec deprecation warning | {
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"followers_url": "https://api.github.c... | 5 | 2020-03-19T18:46:12Z | 2020-03-20T11:55:08Z | 2020-03-20T00:22:27Z | MEMBER | null | There is CI failure in the ```Web/Docs```, under ```check ipython directive errors``` on github actions, noticed on #32831 and on #32830
The error that is being shown:
```
Run ! grep -B1 "^<<<-------------------------------------------------------------------------$" sphinx.log
FutureWarning,
<<<-----------... | {
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Not sure if we need to totally re-implement cut. Please feel free to give any advice, I am new to contributing. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32835 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32835/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32835/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32835/events | https://github.com/pandas-dev/pandas/issues/32835 | 584,648,674 | MDU6SXNzdWU1ODQ2NDg2NzQ= | 32,835 | Feature request: Allow regex flags for `str.split` | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32836 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32836/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32836/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32836/events | https://github.com/pandas-dev/pandas/pull/32836 | 584,674,136 | MDExOlB1bGxSZXF1ZXN0MzkxMjE2Nzk2 | 32,836 | ERR: Better error message for missing columns in aggregate | {
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- [x] closes #32755
- [x] tests added / passed
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https://api.github.com/repos/pandas-dev/pandas/issues/32837 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32837/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32837/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32837/events | https://github.com/pandas-dev/pandas/pull/32837 | 584,696,798 | MDExOlB1bGxSZXF1ZXN0MzkxMjM0ODYw | 32,837 | DOC: Remove `# doctest: +SKIP` | {
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---
I want to be sure that the output of describe is deterministic, I will rebase regularly and if it passes all the times, I will mark it as rea... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32838 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32838/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32838/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32838/events | https://github.com/pandas-dev/pandas/issues/32838 | 584,701,580 | MDU6SXNzdWU1ODQ3MDE1ODA= | 32,838 | DataFrame.replace fails to replace value when columns are specified and only non-replacement columns contain pd.NA | {
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```python
In [87]: df2 = pd.DataFrame([['a', 1], ['b', pd.NA]])
In [108]: df2
Out[108]:
0 1
0 a 1
1 b <NA>
In [109]: df2.replace({0: 'a'}, np.nan)
/home/torstein/anaconda3/lib/python3.7/site-packages/pandas/core/missing.py:47: FutureWar... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32839 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32839/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32839/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32839/events | https://github.com/pandas-dev/pandas/pull/32839 | 584,702,455 | MDExOlB1bGxSZXF1ZXN0MzkxMjM5NTQ0 | 32,839 | BUG: Fix read_csv IndexError crash for c engine with header=None and 2 (or more) extra columns | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32840 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32840/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32840/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32840/events | https://github.com/pandas-dev/pandas/pull/32840 | 584,711,988 | MDExOlB1bGxSZXF1ZXN0MzkxMjQ3NDUw | 32,840 | DOC: use new pydata-sphinx-theme name | {
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We could actually also start using the released version. But going to merge this soon when CI passes (as I think doc build in other PRs will start to fail) | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32841 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32841/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32841/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32841/events | https://github.com/pandas-dev/pandas/issues/32841 | 584,712,739 | MDU6SXNzdWU1ODQ3MTI3Mzk= | 32,841 | SegmentationFault/BusError: Groupby + count | {
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```python
import pandas as pd
import numpy as np
df = pd.DataFrame({"A": [0, 1, np.NaN], "B": [1, 2, 3]})
df.groupby(["A"]).count()
```
#### Problem description
This randomly causes a SegFault or Bus error.
With bounds checking enabled I get the following IndexError.
https://github.... | {
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Moving away from using _from_sequence and towards using the constructors where feasible. This will make it easier to stricten what we accept in these _from_sequence methods.
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] | closed | false | null | [] | null | 1 | 2020-03-20T02:55:19Z | 2020-09-16T12:31:31Z | 2020-09-16T12:31:20Z | NONE | null | #### Code Sample, a copy-pastable example if possible
```python
Python 3.8.2 (default, Mar 14 2020, 03:36:42)
[GCC 7.5.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import pandas as pd
>>> pd.__version__
'1.0.3'
>>> x = pd.DataFrame()
>>> x[0] = None
>>> x.loc[0, 0] ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32853 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32853/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32853/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32853/events | https://github.com/pandas-dev/pandas/issues/32853 | 584,835,951 | MDU6SXNzdWU1ODQ4MzU5NTE= | 32,853 | pandas transforms a datetime column. | {
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1. I want to load this csv file with pandas and set the string datetime to index, in the mean time, I want to change the datetime year-month-day. for example as the below.
5:06:12
6:08:23
21:09:59
==================================
I want the right result ... | {
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- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
In the same spirit of https://github.com/pandas-dev/pandas/issues/31845, adding `engine` and `engine_kwargs` arguments to `groupby.transform` (which was easier to tackle... | {
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"color": "ff... | closed | false | null | [] | null | 3 | 2020-03-20T06:18:23Z | 2020-06-09T22:50:28Z | 2020-06-09T22:50:28Z | CONTRIBUTOR | null | - [x] closes #9259
- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
Hopefully this is a more informative message. The original bug report mentions that the index key also fails for Series but didn't report the error t... | {
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... | closed | false | null | [] | null | 52 | 2020-03-20T09:39:09Z | 2020-07-28T13:21:55Z | 2020-07-28T13:21:54Z | NONE | null | When trying to install `pandas 1.0.2` or newer versions on a docker, I run into the following import error:
```
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "C:\Python\lib\site-packages\pandas\__init__.py", line 55, in <module>
from pandas.core.api import (
File "C:\Pyth... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32858 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32858/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32858/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32858/events | https://github.com/pandas-dev/pandas/pull/32858 | 584,952,722 | MDExOlB1bGxSZXF1ZXN0MzkxNDM4OTA5 | 32,858 | PERF: allow to skip validation/sanitization in DataFrame._from_arrays | {
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Use case is for example https://github.com/pandas-dev/pandas/pull/32825
From investigating https://github.com/pandas... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32859 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32859/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32859/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32859/events | https://github.com/pandas-dev/pandas/issues/32859 | 584,974,631 | MDU6SXNzdWU1ODQ5NzQ2MzE= | 32,859 | rank() for int64 gives NAN for most negative value | {
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```python
import pandas as pd
import numpy as np
s = pd.Series(np.array([np.inf, np.nan, -np.inf]).astype(np.int32))
print(s)
print(s.rank())
s = pd.Series(np.array([np.inf, np.nan, -np.inf]).astype(np.int64))
print(s)
print(s.rank())
s = pd.Series([-9223372036854775808, -92... | {
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... | open | false | null | [] | null | 8 | 2020-03-20T11:51:21Z | 2021-07-30T03:57:26Z | null | CONTRIBUTOR | null | #### Code Sample
```python
import pandas as pd
# Define a subclass for pd.Series with metadata myprop
class SubclassedSeries(pd.Series):
_metadata = ['myprop']
@property
def _constructor(self):
return SubclassedSeries
@property
def _constructor_expanddim(self):
r... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32861 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32861/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32861/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32861/events | https://github.com/pandas-dev/pandas/issues/32861 | 585,023,124 | MDU6SXNzdWU1ODUwMjMxMjQ= | 32,861 | Calling `sum` with `min_count` on `SeriesGroupBy` with dtype `Int64` gives large negative value rather than pd.NA | {
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test_df = pd.DataFrame({'foo' : ['a'], 'bar': [1]})
test_df['bar'] = test_df['bar'].astype('Int64')
test_df.groupby('foo')['bar'].sum(min_count=2)
# output:
foo
a -9223372036854775808
Name: bar, dtype: Int64
```
#### Problem description
Per the documentation, `sum` should return `NA` if t... | {
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] | closed | false | null | [] | null | 13 | 2020-03-20T13:12:29Z | 2020-03-26T14:03:02Z | 2020-03-26T14:03:02Z | NONE | null | import pandas as pd
import dask.distributed as dd
The above code was working fine till afternoon IST and now, it has started throwing errors.
Perhaps, the version?
AttributeError: module 'pandas._libs.missing' has no attribute 'NAType'
>>> df_train = dd.read_csv(filename_train, blocksize = "60MB")
Traceback... | {
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```python
class MyMapping(Mapping):
def __init__(self, content=None):
if content:
self._content = content
else:
self._content = {}
def __getitem__(self, key):
return self._content[key]
def __ite... | {
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any mapping of ``Label`` to ``FrameOrSeries`` is acceptable as the first
argument, but the code actually checks for an instance of ``dict``.
This changeset fixes that restriction.
- [x] closes #32863
- [x] tests added / passed
- [x] passes `... | {
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```python
class ForwardIndexer(BaseIndexer):
def get_window_bounds(self, num_values, min_periods, center, closed):
start = np.empty(num_values, dtype=np.int64)
end = np.empty(num_values, dtype=np.int64)
for i in range(num_va... | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` | {
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Enabling column-wise reductions (or block-wise for EAs):
- Gives better performance in commo... | {
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- [ ] closes #xxxx
- [ ] 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/32869 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32869/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32869/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32869/events | https://github.com/pandas-dev/pandas/issues/32869 | 585,153,597 | MDU6SXNzdWU1ODUxNTM1OTc= | 32,869 | Incorrect calculations of corrwith when "other" is the same table shifted on one row. | {
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```python
import pandas as pd
pd.show_versions()
df = pd.DataFrame([[1.0,20.0,3.0], [30.0,26.0,0.0], [32.0,0.0,86.0], [17.0, 3.0, 9.0]])
df1 = df.iloc[1:]
df2 = pd.DataFrame([[30.0,26.0,0.0], [32.0,0.0,86.0], [17.0, 3.0, 9.0]])
print("\n*** df ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32870 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32870/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32870/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32870/events | https://github.com/pandas-dev/pandas/pull/32870 | 585,198,601 | MDExOlB1bGxSZXF1ZXN0MzkxNjM2NTM5 | 32,870 | DOC: Remove latest whatsnew from header | {
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"followers_url": "https://api.github.c... | 2 | 2020-03-20T16:48:07Z | 2020-05-05T15:28:10Z | 2020-03-20T22:22:05Z | CONTRIBUTOR | null | In favor of going via the "Release notes" which stays in the header.
Closes https://github.com/pandas-dev/pandas/issues/32748 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32871 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32871/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32871/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32871/events | https://github.com/pandas-dev/pandas/pull/32871 | 585,232,583 | MDExOlB1bGxSZXF1ZXN0MzkxNjYzODc5 | 32,871 | REF: misplaced Timedelta tests | {
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- [ ] tests added / passed
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xref: https://github.com/pandas-dev/pandas/issues/32845 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32875 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32875/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32875/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32875/events | https://github.com/pandas-dev/pandas/pull/32875 | 585,333,839 | MDExOlB1bGxSZXF1ZXN0MzkxNzQ2MTA3 | 32,875 | CLN: Period tests | {
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A bunch of tests use `Period("NaT", freq)` which ends up being very duplicative. Cut that down a bit and marked a couple tests that belong elsewhere, will move in a separate pass. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32878 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32878/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32878/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32878/events | https://github.com/pandas-dev/pandas/issues/32878 | 585,398,944 | MDU6SXNzdWU1ODUzOTg5NDQ= | 32,878 | BUG?: should ComplexBlock._can_hold_element/should_store check itemsize? | {
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arr = np.arange(5).astype("c8")
ser = pd.Series(arr)
val = np.finfo(np.float64).max
val = val.astype("c16")
>>> val
(1.7976931348623157e+308+0j)
ser[0] = val
>>> ser
0 inf+0.000000e+00j
1 1.000000e+00+0.000000e+00j
2 2.000000e+00+0.000000e+00j
3 3.000000e+00+0.000000e+00j
4 ... | {
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* [x] tests added / passed
* [x] passes `black pandas`
* [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
Please note that this file had an error message that was pretty ugly, so I changed
it to only include the class name as I have done for other tests. | {
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- [ ] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
Related to #27977.
output of `python scripts/validate_docstrings.py pandas.DataFrame.sort_index`:
```
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- [ ] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
Related to #27977.
output of `python scripts/validate_docstrings.py pandas.DataFrame.melt`:
```
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] | open | false | null | [] | null | 13 | 2020-03-21T11:39:52Z | 2021-07-30T04:06:51Z | null | CONTRIBUTOR | null | After running python setup.py build_ext --inplace -j 0:
MacOS 10.14
python 3.6.6
I tried to install pandas from source in a setup virtual environment using pip.
I clo... | {
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```python
>>> n = 100_000
>>> df = pd.DataFrame({'a': range(n), 'b': range(1, n+1)})
>>> mi... | {
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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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`pandas` does a wonderful job when working with time series - e.g. it is easy to find periodic patterns. There are straight forward methods to find these patterns for standard time intervals such as days, weeks, months and years.
However, it is trickier to find these patterns when they occur in ot... | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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This PR is doing basicly two things:
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Would appreciate any feedback on this attempt.
The strategy is to modify the dtype after the aggregation is computed in certain cases when casting... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32895 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32895/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32895/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32895/events | https://github.com/pandas-dev/pandas/pull/32895 | 585,566,675 | MDExOlB1bGxSZXF1ZXN0MzkxOTAyNTQ5 | 32,895 | CLN: Fix common spelling mistakes | {
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They also provide a GitHub action for automatic checks on PRs. Might be helpful, especially for ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32896 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32896/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32896/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32896/events | https://github.com/pandas-dev/pandas/issues/32896 | 585,576,091 | MDU6SXNzdWU1ODU1NzYwOTE= | 32,896 | DataFrame.iloc does not raise for setitem if empty | {
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`test_setitem_ndarray_3d` in `pandas/tests/indexing/test_indexing.py` isn't raising for empty index, iloc and DataFrame parametrization.
The mentioned PR added a new `xfail` test for this combination: ... | {
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---
Follow up to https://github.com/pandas-dev/pandas/pull/32794#discussion_r394045101
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https://api.github.com/repos/pandas-dev/pandas/issues/32898 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32898/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32898/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32898/events | https://github.com/pandas-dev/pandas/pull/32898 | 585,588,246 | MDExOlB1bGxSZXF1ZXN0MzkxOTE4Nzc0 | 32,898 | TST: test that the .copy method on indexes copy the cache | {
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This adds a test for this for all index types (there's no futher issue, but it should still be tested for). | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32899 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32899/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32899/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32899/events | https://github.com/pandas-dev/pandas/pull/32899 | 585,613,790 | MDExOlB1bGxSZXF1ZXN0MzkxOTM1ODgx | 32,899 | Timedeltas: Understand µs | {
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These are emitted by golangs `time.Duration` printing: https://github.com/golang/go/blob/36b815edd6cd23d5aabdb488c24db2033bbdeea2/src/time/time.go#... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32900 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32900/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32900/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32900/events | https://github.com/pandas-dev/pandas/pull/32900 | 585,641,548 | MDExOlB1bGxSZXF1ZXN0MzkxOTU0MTc5 | 32,900 | DOC: Fix EX02 in pandas.Series.factorize | {
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Related to #27977.
output of `python scripts/validate_docstrings.py pandas.Series.factorize`:
```
#############################################... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32901 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32901/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32901/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32901/events | https://github.com/pandas-dev/pandas/pull/32901 | 585,645,136 | MDExOlB1bGxSZXF1ZXN0MzkxOTU2NjE0 | 32,901 | DOC: Fix EX02 in pandas.Series.factorize | {
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Related to #27977.
output of `python scripts/validate_docstrings.py pandas.Series.factorize`:
```
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https://api.github.com/repos/pandas-dev/pandas/issues/32902 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32902/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32902/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32902/events | https://github.com/pandas-dev/pandas/issues/32902 | 585,645,976 | MDU6SXNzdWU1ODU2NDU5NzY= | 32,902 | MultiIndex has problem selecting columns if one of the levels is tuples instead of str or int | {
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```python
df = pd.DataFrame(np.random.rand(100))
df.columns = pd.MultiIndex.from_tuples([((1,), 1)])
df.loc[:, ((1,), 1)]
# results in an empty dataframe
```
#### Problem description
If a MultiIndex has tuples in one of its levels, you can not use a ne... | {
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In to_html, to_latex and to_string, ```col_space``` arg now accepts a list or dict where we can mention the column name to change only a specific co... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32904 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32904/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32904/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32904/events | https://github.com/pandas-dev/pandas/issues/32904 | 585,726,370 | MDU6SXNzdWU1ODU3MjYzNzA= | 32,904 | Bug: TypeError: ufunc 'sqrt' not supported for the input types, and the inputs could not be safely coerced to any supported types according to the casting rule ''safe'' | {
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```python
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
df = pd.DataFrame(np.random.random((10,3))*100, columns=['a', 'b', 'c'])
plt.scatter(x='a', y='b', s='c', data=df, alpha=0.3)
df.plot.scatter(x='a', y='b', s='c')
```
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https://api.github.com/repos/pandas-dev/pandas/issues/32905 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32905/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32905/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32905/events | https://github.com/pandas-dev/pandas/pull/32905 | 585,737,685 | MDExOlB1bGxSZXF1ZXN0MzkyMDE5Mjky | 32,905 | Fix to _get_nearest_indexer for pydata/xarray#3751 | {
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To those not familiar, some changes introduced in https://github.com/pandas-dev/pandas/pull/31511 broke some... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/32906 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/32906/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/32906/comments | https://api.github.com/repos/pandas-dev/pandas/issues/32906/events | https://github.com/pandas-dev/pandas/pull/32906 | 585,742,856 | MDExOlB1bGxSZXF1ZXN0MzkyMDIyOTE0 | 32,906 | TST: Avoid bare pytest.raises in mult files | {
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* [x] tests added / passed
* [x] passes `black pandas`
* [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` | {
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```
h->keys = (khkey_t*)realloc(h->keys, new_n_buckets * sizeof(khkey_t)); \
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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