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the fix appears to work but it breaks previous assert_frame_equal that assumes index.name == None after reset_index() call.
The question remains that is the issue #17067 act... | {
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```python
from pandas import SparseDataFrame
dfs = SparseDataFrame([[0, 0], [0, 1]])
import packers
packers.to_msgpack(None, dfs, compress='zlib')
# Returns: NotImplementedError: msgpack sparse frame is not implemented
```
#### Problem description
msgpack is much faster than pickle, whic... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23121 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23121/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23121/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23121/events | https://github.com/pandas-dev/pandas/issues/23121 | 369,783,158 | MDU6SXNzdWUzNjk3ODMxNTg= | 23,121 | CI/TST: hypothesis tests regularly fail due time-out | {
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"followers_url": "https://api.github... | 2 | 2018-10-13T09:01:25Z | 2018-10-13T14:09:23Z | 2018-10-13T14:09:23Z | MEMBER | null | I have seen the following a few times:
```
______________ TestDataFrameAggregate.test_frequency_is_original _______________
[gw0] linux -- Python 3.7.0 /home/travis/miniconda3/envs/pandas/bin/python
self = <pandas.tests.frame.test_apply.TestDataFrameAggregate object at 0x7f17a4ae6ef0>
@given(index=indices(5)... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23122 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23122/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23122/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23122/events | https://github.com/pandas-dev/pandas/issues/23122 | 369,794,503 | MDU6SXNzdWUzNjk3OTQ1MDM= | 23,122 | Efficiency of SparseArray.__getitem__(SparseArray[bool]) | {
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... | 0 | 2018-10-13T11:42:54Z | 2019-10-21T19:34:22Z | null | CONTRIBUTOR | null | This currently densifies:
https://github.com/pandas-dev/pandas/blob/56d8e789155231b04131c6bf4674971ec3f38f95/pandas/core/sparse/array.py#L651-L659
I haven't investigated it, but we should be able to do a boolean mask as an
intersection sp_values on `self` and `key`. If `key` is `SparseDtype[bool, False]`
(i.e. ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23123 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23123/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23123/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23123/events | https://github.com/pandas-dev/pandas/issues/23123 | 369,795,583 | MDU6SXNzdWUzNjk3OTU1ODM= | 23,123 | Move SparseArray implementation to pandas/core/arrays | {
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"de... | closed | false | null | [] | null | 1 | 2018-10-13T11:58:21Z | 2018-10-16T13:37:12Z | 2018-10-16T13:37:12Z | CONTRIBUTOR | null | Just for organization / consistency, we should develop it next to our other arrays. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23124 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23124/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23124/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23124/events | https://github.com/pandas-dev/pandas/issues/23124 | 369,795,960 | MDU6SXNzdWUzNjk3OTU5NjA= | 23,124 | Require the dtype of SparseArray.fill_value and sp_values.dtype to match | {
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... | 6 | 2018-10-13T12:03:26Z | 2021-11-10T18:16:44Z | null | CONTRIBUTOR | null | This has confused me for a while, but we apparently (sometimes?) allow a `fill_value` whose dtype is not the same as `sp_values.dtype`
```python
In [20]: a = pd.SparseArray([1, 2, 3], fill_value=1.0)
In [21]: a
Out[21]:
[1.0, 2, 3]
Fill: 1.0
IntIndex
Indices: array([1, 2], dtype=int32)
In [22]: a.sp_valu... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23125 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23125/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23125/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23125/events | https://github.com/pandas-dev/pandas/issues/23125 | 369,796,230 | MDU6SXNzdWUzNjk3OTYyMzA= | 23,125 | Should SparseArray.astype be dense or Sparse | {
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"color": "AD7... | closed | false | null | [] | {
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"followers_url": "https://api.github... | 16 | 2018-10-13T12:07:08Z | 2018-11-08T12:23:05Z | 2018-11-08T02:32:37Z | CONTRIBUTOR | null | Right now `SparseArray.astype(numpy_dtype)` is sparse:
```python
In [6]: a = pd.SparseArray([0, 1, 0, 1])
In [7]: a.astype(np.dtype('float'))
Out[7]:
[0, 1.0, 0, 1.0]
Fill: 0
IntIndex
Indices: array([1, 3], dtype=int32)
```
This is potentially confusing. I did it to match the behavior of SparseSeries, b... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23126 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23126/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23126/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23126/events | https://github.com/pandas-dev/pandas/pull/23126 | 369,800,959 | MDExOlB1bGxSZXF1ZXN0MjIyNjQ5Mjkz | 23,126 | WIP: ENH implement fill_value for _combine_series_frame #13488 | {
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- [ ] tests added / passed
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/23127 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23127/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23127/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23127/events | https://github.com/pandas-dev/pandas/pull/23127 | 369,802,149 | MDExOlB1bGxSZXF1ZXN0MjIyNjUwMDk4 | 23,127 | Bump Hypothesis timeout from 200ms to 5s. | {
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"followers_url": "https://api.github... | 4 | 2018-10-13T13:26:29Z | 2018-10-13T14:35:12Z | 2018-10-13T14:09:23Z | CONTRIBUTOR | null | Closes #23121 - this is a minor config change to account for the fact that Pandas tests are slower than equivalent tests for scalars simply due to data size. CC @jorisvandenbossche @TomAugspurger | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23128 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23128/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23128/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23128/events | https://github.com/pandas-dev/pandas/issues/23128 | 369,803,413 | MDU6SXNzdWUzNjk4MDM0MTM= | 23,128 | DOC: possible cookbook rendering issue with PR #22761 | {
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... | closed | false | null | [] | null | 5 | 2018-10-13T13:42:52Z | 2018-10-16T13:25:33Z | 2018-10-16T13:25:33Z | MEMBER | null | When building the cookbook documentation locally I noticed that the function `distcorr` under the Computation header is getting cut off at the first empty line (PR #22761 and commit `904af03c36b63d8df911b5cdba1e29e66c6df4b4`). I tried adding white space indentation but that doesn't seem to have helped. Anyone have id... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23129 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23129/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23129/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23129/events | https://github.com/pandas-dev/pandas/pull/23129 | 369,811,493 | MDExOlB1bGxSZXF1ZXN0MjIyNjU2MjM0 | 23,129 | DOC: Fix creation of [source] links in the doc creation | {
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"followers_url": "https://api.github... | 11 | 2018-10-13T15:17:10Z | 2018-11-04T20:32:27Z | 2018-11-04T20:32:20Z | CONTRIBUTOR | null | See this issue: https://github.com/pandas-dev/pandas/issues/23046
A simple fix is to add `inspect.unwrap(obj)` before `getsourcefile`. This follows the `__wrapped__` attributes of the functions "all the way to the bottom" and then returns the object found.
One problem with this is that `unwrap` function was only ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23130 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23130/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23130/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23130/events | https://github.com/pandas-dev/pandas/issues/23130 | 369,813,065 | MDU6SXNzdWUzNjk4MTMwNjU= | 23,130 | BUG: Series.ne() returns False for both NaN value even if something is passed to fill_value | {
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```
# importing pandas module
import pandas as pd
# importing numpy module
import numpy as np
# creating series 1
series1 = pd.Series([70, 5, 0, 225, 1, 16, np.nan, 10, np.nan])
# creating series 2
series2 = pd.Series([27, np.nan, 2, 23, 1, 95, np.nan , 3, 19])
#NaN replacement
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- xref up E741 mentioned on this issue: #22122
- Follow up from this PR: #22913
`flake8 --select E741` now runs clean
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https://api.github.com/repos/pandas-dev/pandas/issues/23132 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23132/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23132/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23132/events | https://github.com/pandas-dev/pandas/pull/23132 | 369,817,534 | MDExOlB1bGxSZXF1ZXN0MjIyNjYwMTI0 | 23,132 | Use align_method in comp_method_FRAME | {
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Closes #20090
Summary:
DataFrame comparison operations broadcasting is inconsistent with arithmetic operations broadcasting. This PR fixes that. | {
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import pandas as pd
df = pd.DataFrame({'a': [1, 2, 3], 'b': [4, 5, 6]}, index=[4, 5 ,6])
df.index.name = 'a'
df
a b
a
4 1 4
5 2 5
6 3 6
And I sort by... | {
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Apparently OpenMP (or BLAS?) is used in pandas internals (or one of its dependencies), at least in some cases. For example, `value_counts()` uses all CPU cores on my machine (but does not benefit from it).
1. Is this expected behavior?
2. Is there any documentation on which functions are parallel... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23140 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23140/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23140/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23140/events | https://github.com/pandas-dev/pandas/pull/23140 | 369,846,349 | MDExOlB1bGxSZXF1ZXN0MjIyNjc5MzA4 | 23,140 | REF: Simplify Datetimelike constructor dispatching | {
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Move several things to DatetimeLikeArrayMixin that will need to be there eventually.
Misc cleanups. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23141 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23141/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23141/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23141/events | https://github.com/pandas-dev/pandas/pull/23141 | 369,846,876 | MDExOlB1bGxSZXF1ZXN0MjIyNjc5NjM0 | 23,141 | ENH: MultiIndex.from_frame | {
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- [x] tests added / passed
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
This pull request is to add the from_frame method of creating multiindexes. Along with this feature the helper method "squeeze" has been added for squeezing single level multiin... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23142 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23142/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23142/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23142/events | https://github.com/pandas-dev/pandas/pull/23142 | 369,853,718 | MDExOlB1bGxSZXF1ZXN0MjIyNjg0MjE4 | 23,142 | Removed `axis` argument from Datetime/Timedelta/Period Index min, ar… | {
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- [x] closes #23081
Removed `axis` argument from datetime/timedelta indexes in functions `min`, `argmin`, `max`, `argmax` | {
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- [x] tests added / passed
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https://api.github.com/repos/pandas-dev/pandas/issues/23144 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23144/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23144/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23144/events | https://github.com/pandas-dev/pandas/pull/23144 | 369,870,876 | MDExOlB1bGxSZXF1ZXN0MjIyNjk1MDY0 | 23,144 | Remove blank lines-->fix cookbook rendering issue | {
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Please also see similar PR #23143 | {
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End of life is still months away (https://devguide.python.org/#status-of-python-branches)
#### Code Sample, a copy-pastable example if possible
None - This is a build issue from Travis CI
#### Problem description
It seems that pandas 0.... | {
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- [X] tests added / passed
- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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Importing `SparseArray` from the `Arrays` folder was causing circular import paths with the `__init__.py`, so I had to empty it and fix every other file that imported from `pan... | {
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"followers_url": "https://api.github... | 1 | 2018-10-14T12:13:57Z | 2018-10-26T01:28:55Z | 2018-10-26T01:28:55Z | CONTRIBUTOR | null | This is a blocker for removing SparseDataFrame and SparseSeries.
We'd register it for Series and DataFrame I think.
```python
In [4]: [x for x in set(dir(pd.SparseSeries)) - set(dir(pd.Series)) if not x.startswith('_')]
Out[4]:
['from_coo',
'block',
'npoints',
'sparse_reindex',
'kind',
'density',... | {
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https://github.com/pandas-dev/pandas/issues/23149#issuecomment-436377687
---
In the examples sections in the docstrings in `pandas/core/generic.py` we have two lines that when executed raise future warnings and should be changed to the latest syntax. The doctest validation does not report the exact li... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23150 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23150/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23150/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23150/events | https://github.com/pandas-dev/pandas/pull/23150 | 369,912,966 | MDExOlB1bGxSZXF1ZXN0MjIyNzIyNjg2 | 23,150 | DOC: Add number of errors/warnings | {
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Add number of Errors or Warnings to scripts/validate_docstrings.py when validating docstrings. | {
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maybe we should investigate this for building multi platform wheels
though i think conda forge is also starting an effort to do this | {
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- [x] tests added / passed
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- [x] passes `./scripts/validate_docstrings.py pandas.DataFrame.to_stata`
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unboxing Series / Indexes in favor of their underlying arrays. This forced
two additional changes
1. Move some logic that IntegerArray relied on down to the IntegerArray ops.
Things like handling of 0-dim ndarrays was previously broken on ... | {
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following discussion in #21996 and #7662, pandas uses `sep` extensively and in `to_csv` counterpart too. This PR deprecates `delimiter` argument from 0.24.0
comments welcome. | {
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- [ ] closes #xxxx
- [x] tests added / passed
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* The `whatsnew` entry now has a separate section for this change (https://github.com/pandas-dev/pandas/pull/20429#discussion_r180160530)
* The fix is localized as much as possible to `parsers.py` and does not impact other functionality.
Closes #20377. | {
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```
>>> pd.Series([1, 2, 3], dtype=object).str.cat([1, 2, 3])
```
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```python
import pandas as pd
import numpy as np
pd.cut(np.array([1, 7, 5, 4, 6, 3]), bins=[0, 3, 6, 8], include_lowest=True)
```
#### Problem description
Just by setting the `include_lowest` to `True` the data type of the interval changes from `int64` to `float64` and the first interval... | {
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Related to #20298. Fixes the bullet "Using string, boolean, integer in the param descriptions (should be str, bool, int)". | {
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closes #23011
closes #23551
~#23555 / #23556~
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Several times while working around `str.cat` (most recently #22725) @jreback and @WillAyd mentioned that the `.str` accessor should... | {
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"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Sparse"
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] | closed | false | null | [] | {
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pytest pandas/tests/extension/test_sparse.py::TestGetitem::test_getitem_scalar --count=100 -x
```
Tat fails when the first value is sparse, the fill_value is int, but the `.dtype.type` is `np.int64`.
```
pytest pandas/tests/extension/test_sparse.py::TestMethods::test_unique --count=100 -x
```
That f... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23169 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23169/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23169/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23169/events | https://github.com/pandas-dev/pandas/issues/23169 | 370,327,931 | MDU6SXNzdWUzNzAzMjc5MzE= | 23,169 | Getting error when i import pandas | {
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---------------------------------------------------------------------------
AttributeError Traceback (most recent call last)
<ipython-input-6-7dd3504c366f> in <module>
----> 1 import pandas as pd
~/anaconda3/lib/python3.6/site-packages/pa... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23170 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23170/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23170/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23170/events | https://github.com/pandas-dev/pandas/issues/23170 | 370,343,509 | MDU6SXNzdWUzNzAzNDM1MDk= | 23,170 | Series.dt.total_seconds() has incorrect docs for args | {
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#### Problem description
If you look at the docs for `Series.dt.total_seconds()` at https://pandas.pydata.org/pandas-docs/stable/generated/pandas.Series.dt.total_seconds.html#pandas.Series.dt.total_seconds, it documents the method as having `args` and `kwargs`, i.e., `Series.dt.total_seconds(*args, **kwargs)`.
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https://api.github.com/repos/pandas-dev/pandas/issues/23171 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23171/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23171/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23171/events | https://github.com/pandas-dev/pandas/pull/23171 | 370,353,244 | MDExOlB1bGxSZXF1ZXN0MjIzMDUwNTA0 | 23,171 | REF: use fused types for join_helper | {
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I can reproduce these locally.
I just restarted the latest build on master to ensure that they're present there. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23173 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23173/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23173/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23173/events | https://github.com/pandas-dev/pandas/pull/23173 | 370,395,722 | MDExOlB1bGxSZXF1ZXN0MjIzMDgzMjQ4 | 23,173 | Implement small, easy bits of other PRs | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23174 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23174/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23174/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23174/events | https://github.com/pandas-dev/pandas/pull/23174 | 370,436,466 | MDExOlB1bGxSZXF1ZXN0MjIzMTEyNzQ3 | 23,174 | add DataFrame.pearson_with, for calculate pearson matrix between two … | {
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- [ ] closes #xxxx
- [ ] tests added / passed
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/23175 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23175/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23175/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23175/events | https://github.com/pandas-dev/pandas/pull/23175 | 370,438,271 | MDExOlB1bGxSZXF1ZXN0MjIzMTE0MTI1 | 23,175 | add DataFrame.pearson_with, for calculate pearson matrix between two dataframes; | {
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- [ ] tests added / passed
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/23176 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23176/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23176/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23176/events | https://github.com/pandas-dev/pandas/issues/23176 | 370,485,614 | MDU6SXNzdWUzNzA0ODU2MTQ= | 23,176 | DatetimeIndex construction with periods and closed | {
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... | closed | false | null | [] | null | 3 | 2018-10-16T08:00:59Z | 2018-10-17T13:02:17Z | 2018-10-17T13:02:17Z | NONE | null | #### Code Sample, a copy-pastable example if possible
```python
import pandas as pd
dti1 = pd.DatetimeIndex(start="2018-10-16", periods=12, freq="H", closed="right")
print(dti1)
dti2 = pd.DatetimeIndex(end="2018-10-16", periods=12, freq="H", closed="left")
print(dti2)
```
Outputs:
```python
DatetimeInde... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23177 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23177/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23177/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23177/events | https://github.com/pandas-dev/pandas/issues/23177 | 370,522,959 | MDU6SXNzdWUzNzA1MjI5NTk= | 23,177 | ValueError when use multi-conditions inquiry | {
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```python
import pandas as pd
import numpy as np
df = pd.DataFrame({'a':[9,2,3,4,1,6],'b':[5,6,1,8,3,9]})
s = np.percentile(df.a,(25,75))
df[(df.a>s[0]) & (df.a<s[1])]
```
My question is: I can only use `df[(df.a>s[0]) & (df.a<s[... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23180 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23180/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23180/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23180/events | https://github.com/pandas-dev/pandas/issues/23180 | 370,574,509 | MDU6SXNzdWUzNzA1NzQ1MDk= | 23,180 | CI: PyArrow import failing on windows with DLL error | {
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```
2018-10-16T11:26:55.0746867Z ________________________________ test_pyarrow _________________________________
2018-10-16T11:26:55.0747259Z [gw0] win32 -- Python 3.6.6 C:\Miniconda\envs\pandas\python.exe
2018-10-16T11:26:55.07474... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23181 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23181/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23181/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23181/events | https://github.com/pandas-dev/pandas/issues/23181 | 370,577,558 | MDU6SXNzdWUzNzA1Nzc1NTg= | 23,181 | DataFrame.sort_values should have an algorithm with 'best' complexity for nearly sorted data | {
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I have got a large amount of data that is nearly sorted.
According to [these nice animations](https://www.toptal.com/developers/sorting-algorithms/nearly-sorted-initial-order), a simple insertion sort could be the fastest in this case.
So I suggest offering this as an additional algorith... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23182 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23182/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23182/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23182/events | https://github.com/pandas-dev/pandas/pull/23182 | 370,620,266 | MDExOlB1bGxSZXF1ZXN0MjIzMjU2NTE1 | 23,182 | Windows CI | {
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Trying to ensure we get the pyarrow from main, not conda-forge. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23183 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23183/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23183/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23183/events | https://github.com/pandas-dev/pandas/pull/23183 | 370,644,703 | MDExOlB1bGxSZXF1ZXN0MjIzMjc1ODMx | 23,183 | API: Add sparse Acessor | {
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"followers_url": "https://api.github... | 6 | 2018-10-16T14:35:48Z | 2018-10-26T01:31:50Z | 2018-10-26T01:28:55Z | CONTRIBUTOR | null | * Adds a Series.sparse accessor
* Adds several methods to SparseArray to for use via the accessor
Closes #23148.
This should provide all the methods / attributes that were available on SparseSeries, but not Series.
Right now the docs for `.sparse.from_coo` and `to_coo` seem to be broken. It's a bit strange si... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23184 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23184/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23184/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23184/events | https://github.com/pandas-dev/pandas/issues/23184 | 370,647,386 | MDU6SXNzdWUzNzA2NDczODY= | 23,184 | BUG: pivot_table margins fails with ordered categorical variables | {
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```python
import pandas as pd
import numpy as np
np.random.seed(42) # for reproducibility
# Generate fake data
n_elem = 10
test = pd.DataFrame(data={'col1':list('A'*n_elem) + list('B'*n_elem),
'col2':np.random.choice(3, n_elem*2),
'col3'... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23185 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23185/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23185/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23185/events | https://github.com/pandas-dev/pandas/issues/23185 | 370,671,232 | MDU6SXNzdWUzNzA2NzEyMzI= | 23,185 | Datetimelike Array Refactor | {
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High-level, I think we have two things to sort out
1. Design our datetimelike Arrays (DatetimeArray, TimedeltaArray, PeriodArray)
2. A plan for getting from master to an implementation of that design.
## 1. Design
We have a few things to sort out
a. Composit... | {
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Closes https://github.com/pandas-dev/pandas/issues/19595 | {
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"followers_url": "https://api.github... | 4 | 2018-10-16T19:15:24Z | 2018-10-23T05:39:59Z | 2018-10-23T03:10:07Z | CONTRIBUTOR | null | - [x] closes #23009
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
This is split off from #23065. | {
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- [X] closes #23135
- [X] tests added / passed
- [ X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
For the code I have changed....
- [ ] whatsnew entry=> Should I do it for Docstring?
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"followers_url": "https://api.github... | 1 | 2018-10-16T19:53:05Z | 2018-10-19T17:22:34Z | 2018-10-17T01:15:06Z | CONTRIBUTOR | null | The merge_asof function gives confusing error message when trying to join on columns which contain null values based on it failing the is_monotonic check
#### See example:
```python
left = pd.DataFrame({'a': [10.0, np.nan, 3.0, 12.0, 15.0],
'left_val': ['a', 'b', 'c', 'd', 'e']})
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- [ ] closes #23189
- [ ] tests added / passed
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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```python
# succeeds
pd.Series([False]) & pd.Series([6.])
# Example: order matters
# fails: ufunc 'bitwise_and' not supported for the input types
pd.Series([6.]) & pd.Series([False])
# Example: behavior is different from numpy
# fails: ufunc 'bitwise_and' not supported for the input types... | {
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"de... | closed | false | null | [] | null | 12 | 2018-10-16T22:47:04Z | 2019-04-20T17:38:50Z | 2019-04-20T17:38:50Z | CONTRIBUTOR | null | - [x] closes #22358 / #23585 / #23606
- [x] tests pass unmodified
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
Since #22286 and #21855 have stalled completely, I've decided to go ahead with this independently.
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- [X] tests added / passed
- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
`pandas.core.arrays.__init__.py` imports some classes by default, so other classes can import directly from `pandas.core.arrays` instead of accessing the specific files | {
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- [ ] tests added
- [x] tests passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
### Potential blocks to closing
- Adds dev dependency on pycodestyle, as I couldn't get the other libraries (such as pyflakes) to accept a string for PEP-8 validati... | {
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- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
Post #23190 cleanup based on a review I wanted to give:
* `any()` instead of `sum() > 0`
* pytest parametrize
cc @jreback | {
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For example, df is the data i download from tushare and i set `df.set_index(['date'],inplace=True)`.
If the time index is assending, i cannot get `df['%Y-%m-%d']` like `df['2018-09-25']... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23197 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23197/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23197/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23197/events | https://github.com/pandas-dev/pandas/pull/23197 | 371,032,207 | MDExOlB1bGxSZXF1ZXN0MjIzNTcwOTQz | 23,197 | DOC: Fix pandas.Series.resample docstring | {
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] | closed | false | null | [] | null | 12 | 2018-10-17T11:46:16Z | 2018-11-10T21:47:25Z | 2018-11-10T21:47:24Z | CONTRIBUTOR | null | - [x] closes #22894
- [x] tests added / passed:
- [x] `./scripts/validate_docstrings.py pandas.Series.resample`
- [x] `flake8 --doctests pandas/core/generic.py`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry --> Needed?
- Followed pandas docstring [conventions](ht... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23198 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23198/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23198/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23198/events | https://github.com/pandas-dev/pandas/issues/23198 | 371,060,624 | MDU6SXNzdWUzNzEwNjA2MjQ= | 23,198 | Check boundary undefined with non-default close parameter for date_range | {
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... | open | false | null | [] | null | 2 | 2018-10-17T12:58:02Z | 2020-04-01T03:38:11Z | null | NONE | null | #### Code Sample
```python
import pandas as pd
```
```python
print(pd.date_range(start="2018-10-17", periods=7, closed="left"))
print(pd.date_range(start="2018-10-17", periods=7, closed="right"))
print(pd.date_range(end="2018-10-17", periods=7, closed="left"))
print(pd.date_range(end="2018-10-17", periods=7, cl... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23199 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23199/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23199/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23199/events | https://github.com/pandas-dev/pandas/pull/23199 | 371,061,822 | MDExOlB1bGxSZXF1ZXN0MjIzNTkzODY4 | 23,199 | Check boundary undefined with non-default close parameter for DatetimeIndex #23198 | {
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"description": "Incorrect... | closed | false | null | [] | null | 10 | 2018-10-17T13:00:33Z | 2019-03-08T12:20:32Z | 2018-12-09T20:07:26Z | NONE | null | - [X] closes #23198
- [ ] tests added / passed
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/23200 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23200/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23200/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23200/events | https://github.com/pandas-dev/pandas/issues/23200 | 371,075,224 | MDU6SXNzdWUzNzEwNzUyMjQ= | 23,200 | [Proposal] Allow open boundaries when some of them are undefined for DatetimeIndex | {
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... | open | false | null | [] | null | 4 | 2018-10-17T13:28:33Z | 2021-06-23T03:23:13Z | null | NONE | null | #### Problem description
When creating a `DatetimeIndex` partially-bounded, i.e., only specifying either `start` or `end` the use of a `closed` parameter different from `None` was intended to be disallowed. This behaviour is bugged as shown in #23198. #23199 solves this bug.
Before #23199, the DatetimeIndex was suc... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23201 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23201/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23201/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23201/events | https://github.com/pandas-dev/pandas/issues/23201 | 371,090,838 | MDU6SXNzdWUzNzEwOTA4Mzg= | 23,201 | DOC/TST: doctests leaving extraneous files | {
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"followers_url": "https://api.github... | 8 | 2018-10-17T13:58:39Z | 2018-11-23T02:40:59Z | 2018-11-23T02:40:59Z | CONTRIBUTOR | null | after running
``LINT=1 ci/code_check.sh``
we get some garbage left around
```
(pandas) bash-3.2$ git st
On branch PR_TOOL_MERGE_PR_23096
Untracked files:
(use "git add <file>..." to include in what will be committed)
df.parquet.gzip
df_info.txt
output.xlsx
output1.xl... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23202 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23202/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23202/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23202/events | https://github.com/pandas-dev/pandas/pull/23202 | 371,097,022 | MDExOlB1bGxSZXF1ZXN0MjIzNjE5NzU2 | 23,202 | DOC: fix DataFrame.nlargest and DataFrame.nsmallest doctests | {
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- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
Based on #22459. Fix the docstring for `DataFrame.nlargest` and `DataFrame.nsmallest` (since they are quite similar). I also updated `ci/code_check.sh` I extended the existing doctest of `Series.nlargest` and `Series.nsm... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23203 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23203/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23203/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23203/events | https://github.com/pandas-dev/pandas/issues/23203 | 371,111,281 | MDU6SXNzdWUzNzExMTEyODE= | 23,203 | BLD: wheel building on 2.7 broke | {
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"followers_url": "https://api.github... | 0 | 2018-10-17T14:38:05Z | 2018-11-25T02:57:19Z | 2018-11-25T02:57:19Z | CONTRIBUTOR | null | ERROR: type should be string, got "https://travis-ci.org/MacPython/pandas-wheels/builds/442490830\r\n\r\nI pinned pytest=3.8.2 and I think this resolves, but \r\n\r\n```\r\nrunning: pytest --skip-slow --skip-network /venv/local/lib/python2.7/site-packages/pandas\r\n============================= test session starts ==============================\r\nplatform linux2 -- Python 2.7.6, pytest-3.9.1, py-1.7.0, pluggy-0.8.0\r\nhypothesis profile 'default' -> database=DirectoryBasedExampleDatabase('/io/tmp_for_test/.hypothesis/examples')\r\nrootdir: /venv/local/lib/python2.7/site-packages/pandas, inifile:\r\nplugins: hypothesis-3.78.0\r\ncollected 0 items / 1 errors\r\n/venv/local/lib/python2.7/site-packages/hypothesis/_settings.py:197: HypothesisDeprecationWarning: \r\nThe timeout setting is deprecated and will be removed in a future version of\r\nHypothesis. To get the future behaviour set ``timeout=hypothesis.unlimited``\r\ninstead (which will remain valid for a further deprecation period after this\r\nsetting has gone away).\r\n note_deprecation(d.deprecation_message, self)\r\n==================================== ERRORS ====================================\r\n______________________________ ERROR collecting _______________________________\r\n/venv/local/lib/python2.7/site-packages/pluggy/manager.py:80: in register\r\n % (plugin_name, plugin, self._name2plugin)\r\nE ValueError: Plugin already registered: /venv/local/lib/python2.7/site-packages/pandas/conftest.py=<module 'pandas.conftest' from '/venv/local/lib/python2.7/site-packages/pandas/conftest.py'>\r\nE {'cacheprovider': <module '_pytest.cacheprovider' from '/venv/local/lib/python2.7/site-packages/_pytest/cacheprovider.pyc'>, 'debugging': <module '_pytest.debugging' from '/venv/local/lib/python2.7/site-packages/_pytest/debugging.pyc'>, 'pytestconfig': <_pytest.config.Config object at 0x7f6a782e7dd0>, 'helpconfig': <module '_pytest.helpconfig' from '/venv/local/lib/python2.7/site-packages/_pytest/helpconfig.pyc'>, 'runner': <module '_pytest.runner' from '/venv/local/lib/python2.7/site-packages/_pytest/runner.pyc'>, 'unittest': <module '_pytest.unittest' from '/venv/local/lib/python2.7/site-packages/_pytest/unittest.pyc'>, 'pastebin': <module '_pytest.pastebin' from '/venv/local/lib/python2.7/site-packages/_pytest/pastebin.pyc'>, 'skipping': <module '_pytest.skipping' from '/venv/local/lib/python2.7/site-packages/_pytest/skipping.pyc'>, 'session': <Session 'pandas'>, 'lfplugin': <_pytest.cacheprovider.LFPlugin object at 0x7f6a77f47850>, 'fixtures': <module '_pytest.fixtures' from '/venv/local/lib/python2.7/site-packages/_pytest/fixtures.pyc'>, 'tmpdir': <module '_pytest.tmpdir' from '/venv/local/lib/python2.7/site-packages/_pytest/tmpdir.pyc'>, 'capture': <module '_pytest.capture' from '/venv/local/lib/python2.7/site-packages/_pytest/capture.pyc'>, 'terminalreporter': <_pytest.terminal.TerminalReporter object at 0x7f6a77f47310>, 'hypothesispytest': <module 'hypothesis.extra.pytestplugin' from '/venv/local/lib/python2.7/site-packages/hypothesis/extra/pytestplugin.py'>, 'assertion': <module '_pytest.assertion' from '/venv/local/lib/python2.7/site-packages/_pytest/assertion/__init__.pyc'>, 'mark': <module '_pytest.mark' from '/venv/local/lib/python2.7/site-packages/_pytest/mark/__init__.pyc'>, 'terminal': <module '_pytest.terminal' from '/venv/local/lib/python2.7/site-packages/_pytest/terminal.pyc'>, 'nfplugin': <_pytest.cacheprovider.NFPlugin object at 0x7f6a77f47890>, 'main': <module '_pytest.main' from '/venv/local/lib/python2.7/site-packages/_pytest/main.pyc'>, 'nose': <module '_pytest.nose' from '/venv/local/lib/python2.7/site-packages/_pytest/nose.pyc'>, 'warnings': <module '_pytest.warnings' from '/venv/local/lib/python2.7/site-packages/_pytest/warnings.pyc'>, 'python': <module '_pytest.python' from '/venv/local/lib/python2.7/site-packages/_pytest/python.pyc'>, 'recwarn': <module '_pytest.recwarn' from '/venv/local/lib/python2.7/site-packages/_pytest/recwarn.pyc'>, 'funcmanage': <_pytest.fixtures.FixtureManager object at 0x7f6a77f47fd0>, 'monkeypatch': <module '_pytest.monkeypatch' from '/venv/local/lib/python2.7/site-packages/_pytest/monkeypatch.pyc'>, 'resultlog': <module '_pytest.resultlog' from '/venv/local/lib/python2.7/site-packages/_pytest/resultlog.pyc'>, '/venv/local/lib/python2.7/site-packages/pandas/conftest.py': <module 'pandas.conftest' from '/venv/local/lib/python2.7/site-packages/pandas/conftest.py'>, 'logging': <module '_pytest.logging' from '/venv/local/lib/python2.7/site-packages/_pytest/logging.pyc'>, '140095260630416': <_pytest.config.PytestPluginManager object at 0x7f6a783e9d90>, 'logging-plugin': <_pytest.logging.LoggingPlugin object at 0x7f6a77f47a10>, 'setuponly': <module '_pytest.setuponly' from '/venv/local/lib/python2.7/site-packages/_pytest/setuponly.pyc'>, 'capturemanager': <_pytest.capture.CaptureManager object at 0x7f6a77fb51d0>, 'junitxml': <module '_pytest.junitxml' from '/venv/local/lib/python2.7/site-packages/_pytest/junitxml.pyc'>, 'doctest': <module '_pytest.doctest' from '/venv/local/lib/python2.7/site-packages/_pytest/doctest.pyc'>, 'setupplan': <module '_pytest.setupplan' from '/venv/local/lib/python2.7/site-packages/_pytest/setupplan.pyc'>, 'freeze_support': <module '_pytest.freeze_support' from '/venv/local/lib/python2.7/site-packages/_pytest/freeze_support.pyc'>}\r\n=============================== warnings summary ===============================\r\n/venv/local/lib/python2.7/site-packages/_pytest/assertion/rewrite.py:269: PytestWarning: Module already imported so cannot be rewritten: hypothesis\r\n self.config,\r\n```\r\n\r\nnot sure why this doesn't break are regular builds." | {
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"followers_url": "https://api.github... | 2 | 2018-10-17T15:22:41Z | 2018-10-23T03:04:07Z | 2018-10-23T03:04:07Z | NONE | null | There is an assertion message in [concat.py](https://github.com/pandas-dev/pandas/blob/master/pandas/core/reshape/concat.py#L448):
```python
if len(self.join_axes) != ndim - 1:
raise AssertionError("length of join_axes must not be equal "
"to {lengt... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23205 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23205/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23205/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23205/events | https://github.com/pandas-dev/pandas/pull/23205 | 371,151,352 | MDExOlB1bGxSZXF1ZXN0MjIzNjYyMjk4 | 23,205 | implement TimedeltaArray asm8, to_timedelta64 | {
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- [x] closes #22632
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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https://api.github.com/repos/pandas-dev/pandas/issues/23206 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23206/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23206/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23206/events | https://github.com/pandas-dev/pandas/pull/23206 | 371,159,412 | MDExOlB1bGxSZXF1ZXN0MjIzNjY4NTEx | 23,206 | validate min/max axis | {
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- [x] closes #23081
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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https://api.github.com/repos/pandas-dev/pandas/issues/23207 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23207/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23207/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23207/events | https://github.com/pandas-dev/pandas/pull/23207 | 371,163,958 | MDExOlB1bGxSZXF1ZXN0MjIzNjcyMDgz | 23,207 | TST: bare-bones fixture for timedelta array tests | {
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- [ ] closes #xxxx
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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https://api.github.com/repos/pandas-dev/pandas/issues/23208 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23208/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23208/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23208/events | https://github.com/pandas-dev/pandas/pull/23208 | 371,212,641 | MDExOlB1bGxSZXF1ZXN0MjIzNzEwNjQ4 | 23,208 | CLN: Address some TODO comments | {
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"followers_url": "https://api.github... | 3 | 2018-10-17T18:34:36Z | 2018-10-19T16:52:49Z | 2018-10-19T13:02:29Z | MEMBER | null | - [x] closes #23098
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
I am technically moving some public (non top level) helper functions and making them private, but I don't think it warrants a depreciation. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23209 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23209/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23209/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23209/events | https://github.com/pandas-dev/pandas/issues/23209 | 371,221,566 | MDU6SXNzdWUzNzEyMjE1NjY= | 23,209 | PERF: replace use of `isnan` once MSVC bug is fixed | {
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"default"... | open | false | null | [] | null | 4 | 2018-10-17T18:57:05Z | 2019-11-08T19:57:02Z | null | CONTRIBUTOR | null | ref #23182, #21813
MSVC bug tracker - https://developercommunity.visualstudio.com/content/problem/294290/incorrect-codegen-for-double-equality.html
Once that bug is fixed in a widely available MSVC for python 3 builds we should redefine `isnan` / `notnan` to be based on an equality check here.
https://github.co... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23210 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23210/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23210/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23210/events | https://github.com/pandas-dev/pandas/pull/23210 | 371,223,655 | MDExOlB1bGxSZXF1ZXN0MjIzNzE5Mzc2 | 23,210 | implement searchsorted for multindex (bug #14833) | {
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"color": "20... | closed | false | null | [] | null | 5 | 2018-10-17T19:02:51Z | 2018-12-14T15:52:44Z | 2018-12-14T15:52:44Z | NONE | null | - [x] closes #14833
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
Proof-of-concept to fix #14833.
This works:
```
>>> import pandas
>>> pandas.MultiIndex.from_tuples([('a', 0), ('b', 1)]).searchsorted(('b', 0))
1
``` | {
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https://api.github.com/repos/pandas-dev/pandas/issues/23211 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/23211/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/23211/comments | https://api.github.com/repos/pandas-dev/pandas/issues/23211/events | https://github.com/pandas-dev/pandas/issues/23211 | 371,227,440 | MDU6SXNzdWUzNzEyMjc0NDA= | 23,211 | Expand .str to DataFrame | {
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... | 1 | 2018-10-17T19:13:28Z | 2021-06-23T03:24:09Z | null | CONTRIBUTOR | null | #### Code Sample, a copy-pastable example if possible
```python
mask = df.str.match(re)
AttributeError: 'DataFrame' object has no attribute 'str'
```
#### Problem description
I always run into this. DataFrame has no method str. Though I should be easy to map this method to the Series.str and call it for each... | {
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