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API/DEPR: 'periods' argument instead of 'n' for PeriodIndex.shift()
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2018-09-30T18:54:54Z
2018-10-08T20:27:15Z
2018-10-08T19:13:20Z
CONTRIBUTOR
null
- [x] closes #22458 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry In order to be consistent with `Index.shift` & `Series.shift` & `DatetimeIndex.shift`, `n` argument was deprecated in favor of `periods`. ``` In [2]: idx = pd.PeriodIndex(f...
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CLN: Flake8 E741
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2018-09-30T19:20:07Z
2018-10-09T19:34:29Z
2018-10-09T15:43:40Z
CONTRIBUTOR
null
- [x] towards #22122 ( test files still remaining for E741) - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` Import optimiser, makes things alphabetical and also removes unused eg, `Float64Index`, in `packers.py`. Do people prefer this or not?
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Series.sort_values issue when values are data types
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2018-09-30T23:20:55Z
2018-10-01T01:29:18Z
2018-10-01T01:29:18Z
MEMBER
null
```python import pandas as pd import numpy as np n = 100 df = pd.DataFrame({"a": np.random.randn(n), "b": ["2018-01-01"] * n}) df[["c", "d"]] = df # works as expected df.dtypes.sort_values() df["b"] = pd.to_datetime(df["b"]) df["d"] = pd.to_datetime(df["d"]) # the datetimes are...
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[WIP] API/CLN: Refactor DataFrame.append
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2018-10-01T00:24:13Z
2018-11-23T03:35:01Z
2018-11-23T03:35:01Z
CONTRIBUTOR
null
This is a WIP pull request, there are still a bunch of things to do. I'm posting it here so you can give me early feedback or point me in an direction if something is not looking good. *PR will be split into multiple smaller ones, as suggested* ### How it is DataFrame.append method is pretty confusing as it is...
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365,277,144
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CLN GH22875 Replace bare excepts by explicit excepts in pandas/io/
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2018-10-01T00:33:33Z
2018-10-06T05:03:04Z
2018-10-05T04:41:06Z
CONTRIBUTOR
null
- [X] closes #22875 - [X] tests added / passed - [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry I removed the except block in pandas/io/pickle.py:172:13 because the only difference between the try block and the except block was one parameter in the call to pc.load, and the...
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Use fused types for _take_2d
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2018-10-01T01:29:52Z
2018-10-05T13:38:45Z
2018-10-05T12:18:41Z
MEMBER
null
Misc cleanup For some of the cython code I get unexplained test failures when using fused types. Vaguely hoping to narrow down the set of affected functions so as to make a helpful bug report to cython.
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2018-10-01T01:47:37Z
2018-10-01T21:22:24Z
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MEMBER
null
- [x] closes #21697 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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CLN GH22874 replace bare excepts in pandas/io/pytables.py
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2018-10-01T01:57:14Z
2018-10-02T22:35:49Z
2018-10-02T21:14:49Z
CONTRIBUTOR
null
This PR changes bare excepts in `pandas/io/pytables.py` to more specific exceptions. I defaulted to using specific exceptions that seemed likely/triggered test errors, but it may be the case that I'm missing some or it's better to leave it as `Exception`. - [x] closes #22874 - [x] tests added / passed - [x] passes...
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DOC GH22893 Fix docstring of groupby in pandas/core/generic.py
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2018-10-01T07:18:21Z
2018-10-03T00:01:15Z
2018-10-03T00:01:09Z
CONTRIBUTOR
null
- [x] closes #22893 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry Updated docstring following https://pandas.pydata.org/pandas-docs/stable/contributing_docstring.html I changed the examples into similar ones that I thought better demonstra...
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22,921
Merged index is different if left-hand dataframe is empty
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2018-10-01T09:35:34Z
2020-04-25T22:30:53Z
null
NONE
null
#### Code Sample ```python import pandas as pd pd.__version__ # u'0.23.4' a = pd.DataFrame(columns=['refA', 'dataA'], data=[[1, 'bla']]) b = pd.DataFrame(columns=['refB', 'dataB'], data=[[2, 'pff']]).set_index('refB') m = a.merge(b, left_on='refA', right_index=True) # merged dataframe contains only colu...
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22,922
Avoid listifying left/right operand in ExtensionArray ops dispatching
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2018-10-01T09:51:02Z
2018-10-19T12:08:34Z
2018-10-19T12:08:34Z
MEMBER
null
We now have the follow code in the ExtensionArray ops dispatching: https://github.com/pandas-dev/pandas/blob/2f1b842119bc4d5242b587b62bde71d8f7ef19f8/pandas/core/ops.py#L1169-L1192 There are a few places where we convert the values to a list, which should be avoided.
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22,923
RLS/DOC: move 0.23.5 back to 0.24.0
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2018-10-01T10:51:22Z
2018-12-08T22:28:33Z
2018-12-08T22:28:33Z
CONTRIBUTOR
null
since I think we are going to release within this month, let's nix 0.23.5. so this issue is to move the doc notes back to master and remove the 0.23.5 template.
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22,924
BLD: wheel building failing
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2018-10-01T11:50:42Z
2018-10-11T11:21:24Z
2018-10-11T11:21:24Z
CONTRIBUTOR
null
https://travis-ci.org/MacPython/pandas-wheels/jobs/435426572 cc @TomAugspurger
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Updated README.md
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2018-10-01T14:16:06Z
2018-10-01T20:32:48Z
2018-10-01T20:32:48Z
NONE
null
Removed extra white spaces and clarified that NAN stands for Not a Number. - [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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TST/CLN: Fixturize tests/frame/test_block_internals.py
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2018-10-01T14:38:40Z
2018-10-14T17:18:40Z
2018-10-14T17:18:26Z
CONTRIBUTOR
null
- [ ] Following h-vetinari's footstep (#22471 ), "translate" one of the test file - [ ] tests added / passed
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22,927
Support passing function to Appender
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2018-10-01T15:55:40Z
2018-10-01T19:19:43Z
2018-10-01T19:19:39Z
MEMBER
null
Possibly addresses issues discussed in #20074? More generally, allows for less-verbose usage.
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22,928
Solved issue #22471 Replaced TestData with fixtures
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2018-10-01T16:02:04Z
2018-10-07T23:12:46Z
2018-10-07T23:12:46Z
NONE
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- [ ] close #22471 - [ ] tests updated - [ ] removed TestData from frame-tests, replace with fixtures
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22,929
DOC: DateOffset with month around end of February does not reproduce consecutive dates
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2018-10-01T19:14:40Z
2018-10-04T05:05:48Z
null
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#### Code Sample, a copy-pastable example if possible ```python df = pd.DataFrame([1,2,3], index=pd.DatetimeIndex(start='2018-02-27', periods=3, freq='D'), columns=['A']) df.index ``` returns `DatetimeIndex(['2018-02-27', '2018-02-28', '2018-03-01'], dtype='datetime64[ns]', freq='D')` Performing the followin...
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22,930
Default ExtensionScalarOpsMixin for divmod is incorrect
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2018-10-01T21:27:53Z
2018-10-08T13:53:06Z
2018-10-08T13:53:06Z
CONTRIBUTOR
null
#### Code Sample, a copy-pastable example if possible ```python In [1]: from pandas.tests.extension.decimal.array import * In [2]: arr = DecimalArray([decimal.Decimal(1), decimal.Decimal(2), decimal.Decimal(3)]) In [3]: divmod(arr, 2) Out[3]: [(Decimal('0'), Decimal('1')), (Decimal('1'), Decimal('0')), ...
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22,931
Rolling max and min on datetime column incorrect when NaN in window
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8
2018-10-01T21:32:22Z
2018-10-03T00:40:12Z
2018-10-03T00:40:12Z
NONE
null
#### Code Sample, a copy-pastable example if possible ```python import pandas as pd import numpy as np df = pd.DataFrame({'B': [0, 1, np.nan, 3, 4], 'C': [4, 3, np.nan, 1, 0], 'Time': [pd.Timestamp('20130101 09:00:00'), pd.Timestamp('20130101 09:00:01'), pd.Timestamp('20130101 09:00:02'), pd.Timestam...
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365,657,989
MDExOlB1bGxSZXF1ZXN0MjE5NTI3NDYw
22,932
BUG: divmod return type
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2018-10-01T21:52:22Z
2018-10-08T13:56:57Z
2018-10-08T13:53:06Z
CONTRIBUTOR
null
Closes https://github.com/pandas-dev/pandas/issues/22930
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365,681,268
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22,933
API: add a setattr method to NDFrame to assist with piping
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2018-10-01T23:24:46Z
2020-06-25T20:15:08Z
2020-06-25T20:15:08Z
CONTRIBUTOR
null
I frequently come into situations where I have to break up piping, because piping doesn't work on attributes: ```python >>> new_df = (df.groupby(...) ... .pipe(...) >>> new_df.index.name = 'index_name' >>> new_df.columns = pd.CategoricalIndex(new_df.columns) >>> new_df = new_df.pipe(...) # and so o...
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22,934
S3 parquet failures on Travis
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2018-10-02T01:37:05Z
2019-11-06T23:45:34Z
2019-11-06T23:45:34Z
CONTRIBUTOR
null
edit: We've pinned to moto 1.3.4 for now. That seems to avoid the issues. *Assuming* that it's an issue with moto (which hasn't been verified), the remaining TODOs here are - [ ] Reproduce locally with moto 1.3.6 or higher - [ ] construct a minimal test case not using pandas, and ideally not using s3fs - [ ] repor...
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22,935
Provide default implementation for `data_repated`
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2
2018-10-02T02:15:30Z
2018-10-02T13:50:45Z
2018-10-02T13:50:42Z
CONTRIBUTOR
null
Split from PeriodArray. The previous implementation was not great, since failing to override it would result in `Series([NotImplementedError, NotImplementedError...])`. We could raise instead, forcing downstream arrays to implement it, or just repeat `data`. I opted for the latter, which integer_array was already do...
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22,936
Catch Exception in combine
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2018-10-02T02:27:06Z
2018-10-04T11:32:54Z
2018-10-04T11:27:55Z
CONTRIBUTOR
null
Closes https://github.com/pandas-dev/pandas/issues/22850
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22,937
DOC: fix DataFrame.sample doctests and reformat the docstring
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2018-10-02T02:29:06Z
2018-10-09T14:39:27Z
2018-10-08T04:31:21Z
CONTRIBUTOR
null
- [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` Based on #22459. Fix the docstring for DataFrame.sample. I also updated `ci/doctests.sh`. I was on the fence if I should remove mentions of `Panels` since it is deprecated.
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22,938
Update type for PeriodDtype / DatetimeTZDtype / IntervalDtype
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2018-10-02T02:42:42Z
2018-10-04T11:56:37Z
2018-10-04T11:55:10Z
CONTRIBUTOR
null
Split from PeriodArray. Updating the type to be the more correct `Period`. Also removed the essentially unused `IntervalDtypeType`. If this doesn't break anything, it seems like there are decent chunks of `_get_dtype_type` that aren't being hit, aside from `test__get_dtype_type`.
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2018-10-02T03:10:44Z
2018-10-25T02:14:40Z
2018-10-24T12:18:58Z
MEMBER
null
- [X] tests added / passed - [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [X] whatsnew entry - xref #21998, #18975 Implements `Interval.overlaps`, `IntervalArray.overlaps`, and `IntervalIndex.overlaps`. Implementing this so there's an interval method that can be tested in the interval a...
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Analytics.py fixtures added
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4
2018-10-02T04:55:28Z
2018-11-05T18:31:33Z
2018-11-05T18:31:33Z
NONE
null
- [ ] Analytics.py tests passed - Analytics.py fixtures added for issue #22471
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365,766,522
MDExOlB1bGxSZXF1ZXN0MjE5NjA0MzI0
22,941
BUG: Correctly weekly resample over DST
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3
2018-10-02T07:06:44Z
2018-10-03T15:25:55Z
2018-10-03T15:25:46Z
MEMBER
null
- [x] closes #21459 - [x] closes #9119 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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365,847,876
MDU6SXNzdWUzNjU4NDc4NzY=
22,942
Document module privacy
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3
2018-10-02T11:08:15Z
2018-11-20T15:06:51Z
2018-11-20T15:06:50Z
CONTRIBUTOR
null
We should better document what in pandas is considered private. http://pandas.pydata.org/pandas-docs/stable/whatsnew.html#reorganization-of-the-library-privacy-changes should be captured somewhere more permanent than in a whatsnew release. source is at https://github.com/pandas-dev/pandas/blob/master/doc/source/what...
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365,862,138
MDExOlB1bGxSZXF1ZXN0MjE5Njc2NDc0
22,943
DOC: Updating DataFrame.to_stata docstring
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4
2018-10-02T11:54:05Z
2018-10-04T02:40:24Z
2018-10-02T12:11:25Z
NONE
null
Fixes #22896
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365,864,346
MDU6SXNzdWUzNjU4NjQzNDY=
22,944
Handling underlying exceptions in ExtensionArrayOpsMixin
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3
2018-10-02T12:00:37Z
2018-10-03T13:21:32Z
2018-10-02T15:44:47Z
CONTRIBUTOR
null
I'm growing to dislike the try / except to wrap the results of a binop. That's what hid #22930. I wonder, is it possible for EA authors to annotate which ops form an algebra for their Extension type, so that we can know ahead of time whether the result should be wrappe? Something like ``` _ops_return_ea = { ...
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365,903,075
MDExOlB1bGxSZXF1ZXN0MjE5NzA3NjY3
22,945
Warn when column order changed.
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5
2018-10-02T13:41:07Z
2019-03-25T23:59:21Z
2019-03-25T23:59:21Z
CONTRIBUTOR
null
Warn when column order has changed from 0.22 ```python In [1]: import pandas as pd; import warnings In [2]: df = pd.DataFrame({"b": [1, 2], "a": [3, 4]}) In [3]: warnings.filters.pop(0) Out[3]: ('ignore', None, pandas.errors.ColumnOrderWarning, None, 0) In [4]: df = pd.DataFrame({"b": [1, 2], "a": [3, 4]}...
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CI: Azure broken because of unexpected vmImage
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2018-10-02T14:55:59Z
2018-10-02T18:25:23Z
2018-10-02T18:25:23Z
MEMBER
null
azure-pipelines is failing at the moment with the next error: `Unexpected vmImage 'vs2017-win2017' `. Seems like this image is the one we've been using successfully until now, so I guess the problem is in Azure side. But not sure if they've changed the name or deprecated the image we are using, so we may need to ch...
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22,947
STYLE: #22885, Moved all setup imports to bottom of benchmark files and added noqa: F401 to each
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2018-10-02T16:17:35Z
2018-10-10T17:24:29Z
2018-10-10T17:00:48Z
CONTRIBUTOR
null
- [x] closes #22885 - [ ] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry #22885 Following the suggestions of @datapythonista, I moved all the `setup` imports for the benchmark files to the end of each file and added a `# noqa: F401` like so: ...
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366,011,117
MDExOlB1bGxSZXF1ZXN0MjE5NzkxNjQ5
22,948
change windows vm image
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3
2018-10-02T17:55:01Z
2018-10-02T21:37:06Z
2018-10-02T18:25:23Z
CONTRIBUTOR
null
Closes #22946 copying https://github.com/numba/numba/pull/3371/files
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22,949
Use ._tshift internally for datetimelike ops
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6
2018-10-02T18:26:44Z
2018-10-05T12:00:43Z
2018-10-05T12:00:39Z
CONTRIBUTOR
null
In preperation for PeriodArray / DatetimeArray / TimedeltaArray. Index.shift has a different meaning from ExtensionArray.shift. - Index.shift pointwise shifts each element by some amount - ExtensionArray.shift shits the *position* of each value in the array padding the end with NA This is going to get conf...
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366,027,321
MDExOlB1bGxSZXF1ZXN0MjE5ODA0MDAw
22,950
CI: deduplicate skip printing
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12
2018-10-02T18:38:06Z
2018-10-08T13:42:25Z
2018-10-08T13:42:22Z
CONTRIBUTOR
null
Trying to cut down on the noise in the travis log. Right now, we print out skipped / xfailed tests twice. This removes the `-r` flag passed to `pytest`. The skipped tests output will still be available under the output of `ci/print_skipped.py`. I believe that azure automatically parses the XML output anyway. cc @dat...
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https://api.github.com/repos/pandas-dev/pandas/issues/22951
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22,951
Documentation improvement
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2018-10-02T19:39:03Z
2018-10-02T19:39:19Z
2018-10-02T19:39:19Z
NONE
null
Mathematical series operations are having .add() in example in every method. https://pandas.pydata.org/pandas-docs/version/0.23.4/generated/pandas.Series.pow.html#pandas.Series.pow https://pandas.pydata.org/pandas-docs/version/0.23.4/generated/pandas.Series.radd.html#pandas.Series.radd
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366,055,601
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22,952
Support for PEP 3141 numbers
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30
2018-10-02T19:57:09Z
2018-11-20T10:41:57Z
2018-11-20T10:41:34Z
CONTRIBUTOR
null
- [x] closes #22903 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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22,953
DOC: fill_value argument in Series.combine()
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12
2018-10-02T19:58:20Z
2018-11-21T12:48:25Z
2018-11-21T12:48:25Z
NONE
null
Series.combine() method is not handling NaN values correctly. On running this code, NaN is still returned and isnt replaced by 5. ``` #importing pandas module import pandas as pd #importing numpy module import numpy as np #creating first series first=[1,2,np.nan,5,6,3,np.nan,7,11,0,4,8] #creating secon...
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22,954
Should ExtensionBlock.fillna unbox Series / Index?
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1
2018-10-02T20:28:37Z
2021-06-23T00:36:55Z
null
CONTRIBUTOR
null
https://github.com/pandas-dev/pandas/blob/9caf04836ad34ca17da7b86ba7120cca58ce142a/pandas/core/internals/blocks.py#L2056 Should we get the ExtensionArray / ndarray backing the Series / Index at that point? As an EA author, I'd rather not have to worry about extracting the extension array from a Series in my fillna. ...
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22,955
How to ignore the second white space in a row when the delimiter is set to whitespace
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2018-10-02T21:14:50Z
2018-10-02T23:10:56Z
2018-10-02T23:10:42Z
NONE
null
```python import pandas as pd data = pd.read_csv('D:\\python\\python-cisco-status.txt', delim_whitespace=True, header=None) for index, row in data.iterrows(): if row[4] == 'administratively down' or row[4] == 'down': print(f"Interface {row[0]} is down in ") ``` #### Problem description I am trying to read th...
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22,956
CLN: small clean-up of IntervalIndex
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1
2018-10-02T21:20:04Z
2018-10-03T07:25:07Z
2018-10-03T07:24:37Z
MEMBER
null
Removed some parts of IntervalIndex that are not needed (because they are inherited from Index or can be dispatched to the array) \+ removed `fastpath` (for IntervalArray this is no problem (never used), for IntervalIndex I am not fully sure, since this signature might need to match the other index classes) cc @js...
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22,957
How should `DataFrame.append` behave related to indexes types?
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2018-10-03T01:27:44Z
2021-06-23T00:40:21Z
null
CONTRIBUTOR
null
I'm currently working on a refactoring the code `DataFrame.append` (#22915). One question that came up was, what should be the behavior when appending DataFrames with different index types. To simplify this, let's put the focus on the index itself, and assume that it is valid for both rows and columns (IMHO consiste...
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22,958
CLN: Use is_period_dtype instead of ABCPeriodIndex checks
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2
2018-10-03T01:28:04Z
2018-10-03T12:17:32Z
2018-10-03T09:19:28Z
MEMBER
null
Will be more generally correct for catching both PeriodIndex and PeriodArray. Unrelated change of `l` -> `length`
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22,959
CI: pin moto to 1.3.4
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2018-10-03T01:36:07Z
2018-10-03T13:49:45Z
2018-10-03T13:49:44Z
CONTRIBUTOR
null
xref https://github.com/pandas-dev/pandas/issues/22934 Looking back at the logs, moto 1.3.4 didn't seem to have an issues. Going to run this on the CI a few times to see if we get any failures. May have to make some additional pins of boto if this doesn't work.
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CI: numpydev failure
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2018-10-03T02:42:27Z
2018-10-04T11:30:30Z
2018-10-04T11:30:30Z
CONTRIBUTOR
null
https://travis-ci.org/pandas-dev/pandas/jobs/436434493#L2766 ``` ____________ TestSelection.test_groupby_duplicated_column_errormsg _____________ [gw1] linux -- Python 3.7.0 /home/travis/miniconda3/envs/pandas/bin/python self = <pandas.tests.groupby.test_grouping.TestSelection object at 0x7fb0ebdafeb8> def t...
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22,961
CLN: Move some PI/DTI methods to EA subclasses, implement tests
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2018-10-03T02:58:05Z
2020-04-05T17:38:58Z
2018-10-08T20:07:30Z
MEMBER
null
If/when this goes through the basic template it creates for tests will be pretty straightforward to extend to the other relevant methods/properties. @TomAugspurger this definitely overlaps with #22862, particularly the pieces touching constructors. LMK if this causes problems and I can try to stay in my lane.
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MDU6SXNzdWUzNjYxNTYzNTU=
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IntegerArray + List returns ndarray
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2018-10-03T03:00:05Z
2021-06-23T00:41:54Z
null
CONTRIBUTOR
null
Right now, `IntegerArary.__add__` calls `np.asarray(other)` for list-like other. When `other` is an actual list with missing values, we end up with a float ndarray. ``` In [2]: arr = pd.Series([1, None, 3], dtype='Int8').values In [3]: arr + list(arr) Out[3]: array([ 2., nan, 6.]) ``` Compare with Non-NA v...
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BUG GH22858 When creating empty dataframe, only cast int to float if index given
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2018-10-03T05:22:58Z
2018-10-05T04:34:22Z
2018-10-04T23:13:58Z
CONTRIBUTOR
null
- [X] closes #22858 - [X] tests added / passed - [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry Previously, when creating a dataframe with no data of dtype int, the dtype would be changed to float. This is necessary when a predefined number of rows is included as the inde...
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TST: Fixturize series/test_combine_concat.py
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2018-10-03T08:38:21Z
2018-10-04T13:26:53Z
2018-10-04T11:24:06Z
CONTRIBUTOR
null
This is in reference to issue #22550
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2018-10-03T08:46:26Z
2018-10-04T13:27:08Z
2018-10-04T11:23:40Z
CONTRIBUTOR
null
This is in reference to issue #22550
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2018-10-03T08:55:49Z
2018-10-04T11:23:21Z
2018-10-04T11:23:21Z
CONTRIBUTOR
null
This is in reference to issue #22550
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2018-10-03T08:59:38Z
2018-10-04T11:23:01Z
2018-10-04T11:22:22Z
CONTRIBUTOR
null
This is in reference to issue #22550
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DOC: Fixed the doctsring for _set_axis_name (GH 22895)
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2018-10-03T09:01:54Z
2018-10-03T09:03:12Z
2018-10-03T09:03:12Z
CONTRIBUTOR
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Fixed the docstring of the function `_set_axis_name` in `pandas/core/generic.py` (#22895)
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22,969
DOC: Fixed the doctsring for _set_axis_name (GH 22895)
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2018-10-03T09:08:31Z
2018-11-26T15:36:35Z
2018-11-20T02:21:07Z
CONTRIBUTOR
null
Fixed the docstring of the function `_set_axis_name` in `pandas/core/generic.py` Closes #22895
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Example fill value
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2018-10-03T09:11:54Z
2018-10-03T09:13:34Z
2018-10-03T09:12:49Z
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- [x] closes #22953 - [ ] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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22,971
DOC: fixed doc-string for combine & combine_first in pandas/core/series.py
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2018-10-03T09:21:50Z
2019-03-27T12:35:19Z
2018-11-21T12:48:25Z
CONTRIBUTOR
null
- [x] closes #22953 - [ ] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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22,972
TST: Fixturize series/test_io.py
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2018-10-03T09:23:48Z
2018-10-04T11:21:49Z
2018-10-04T11:21:46Z
CONTRIBUTOR
null
This is in reference to issue #22550
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22,973
TST: Fixturize series/test_missing.py
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3
2018-10-03T09:36:05Z
2018-10-04T11:20:51Z
2018-10-04T11:20:47Z
CONTRIBUTOR
null
This is in reference to issue #22550
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22,974
TST: Add ExtensionArray base tests for ops between pandas objects and EAs
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2018-10-03T11:49:49Z
2019-10-21T19:33:21Z
null
CONTRIBUTOR
null
We should document the expected behavior for binary operations between ExtensionArrays and pandas' own objects (Series, DataFrame, Index). We should update our own EAs to match the docs. ```python In [4]: integer_array([1, 2]) + pd.Series([1, 2]) Out[4]: IntegerArray([2, 4], dtype='Int64') ``` `Out[4]` should ...
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Safer is dtype
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2018-10-03T13:43:12Z
2018-10-04T17:35:46Z
2018-10-04T11:30:30Z
CONTRIBUTOR
null
Closes https://github.com/pandas-dev/pandas/issues/22960
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22,976
Sliding Window w/ Step Size & Get Back Windows
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2018-10-03T14:18:56Z
2018-10-05T03:06:25Z
2018-10-03T14:24:23Z
NONE
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#### Code Sample, a copy-pastable example if possible Below is likely a very poor implementation of this (it is super super slow; approximately 65 seconds for my data set with 75 windows to do and my implementation is also very memory intensive). Basically, I want to define a window size and a step size and get bac...
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22,977
Reading pandas DataFrame with categorical columns from an HDF file with 'where'
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2018-10-03T15:36:58Z
2020-05-16T20:36:56Z
null
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It seems pandas DataFrame's with categorical columns are read incorrectly from HDF files with a 'where' argument. Here is what I see: ```python >>> import pandas as pd >>> d = pd.read_hdf(path, columns={'ex'}, where='(ex in ["LN","GY","FP"])') >>> d['ex'].unique() [LN, ID] Categories (2, object): [LN, ID] `...
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22,978
Fix ASV import error
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2018-10-03T16:05:06Z
2018-10-05T16:21:36Z
2018-10-04T01:34:35Z
CONTRIBUTOR
null
#22886 removed `from pandas import Panel` (a left-over from waiting to deprecating `WidePanel`, I believe) from `asv_bench/benchmarks/pandas_vb_common.py` due to linting, and now several benchmarks are failing because they try ``` from .pandas_vb_common import setup, Panel # noqa ``` This fixes the imports, by...
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366,452,789
MDExOlB1bGxSZXF1ZXN0MjIwMTIzMDU2
22,979
Skip non-numeric columns when making a boxplot
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7
2018-10-03T17:45:19Z
2019-02-06T03:32:32Z
2019-02-06T03:32:32Z
CONTRIBUTOR
null
This PR updates the `BoxPlot` class to skip non-numeric columns when making a DataFrame boxplot. Also raises a more meaningful error message when trying to plot a datetime-like Series. Closes #22799. - [x] closes #xxxx - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --d...
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366,478,547
MDExOlB1bGxSZXF1ZXN0MjIwMTQyNDg0
22,980
DOC: Documentation for pandas.core.indexes.api
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2018-10-03T18:52:47Z
2018-11-04T09:56:28Z
2018-11-04T09:56:13Z
CONTRIBUTOR
null
The functions on pandas.core.indexes.api had almost no documentation. This is an attempt to explain them better and a progress towards #22915.
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22,981
merge_asof doesn't allow float tolerance for float merges
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2018-10-03T19:00:17Z
2018-12-22T20:51:24Z
2018-10-04T23:29:07Z
CONTRIBUTOR
null
The merge_asof function allows you to merge on float values but doesn't allow tolerance value when performing this merge, unlike for integer and datetime merges. I'm currently working on a pull request to fix this by removing the error being thrown for non-integer numerical tolerances. ```python left = pd.DataFrame...
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22,982
Merge asof float fix
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2018-10-03T19:08:28Z
2018-10-17T06:02:50Z
2018-10-04T23:29:07Z
CONTRIBUTOR
null
Fix bug with merge_asof when merging on floats and selecting a tolerance - [ ] closes #22981 - [ ] tests added / passed - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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22,983
CLN: values is required argument in _shallow_copy_with_infer
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2018-10-03T19:55:24Z
2018-10-04T16:57:29Z
2018-10-04T11:16:28Z
MEMBER
null
@TomAugspurger @jbrockmendel From looking at the code related to the discussion in https://github.com/pandas-dev/pandas/pull/22961, I noticed `_shallow_copy_with_infer` has the potential to not pass any values, which is never actually used in pandas. So a small code clean-up
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22,984
BUG: wrong detection if truncated repr is needed
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0
2018-10-03T20:40:10Z
2018-11-15T03:02:25Z
2018-11-15T03:02:25Z
MEMBER
null
There seems to be a bug in the detection of when a DataFrame repr will not fit the console width. Small example, the repr of a 7 column float dataframe is 72 characters wide: ``` In [10]: pd.DataFrame(np.random.randn(3, 7)) Out[10]: 0 1 2 3 4 5 6 0 -0...
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22,985
TypeError: Cannot interpolate with all NaNs.
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2018-10-03T22:28:30Z
2018-10-10T12:04:56Z
2018-10-10T12:04:56Z
NONE
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#### Problem description I got an error: "TypeError: Cannot interpolate with all NaNs." This error was raised on line 6011 of pandas\core\generic.py. Sorry, I'm not able to provide a simple code sample to reproduce the problem. I can't see why this error should ever be raised. If the input is all NaNs, interpola...
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22,986
CLN: prepare unifying hashtable.factorize and .unique; add doc-strings
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52
2018-10-03T22:47:17Z
2018-10-22T14:16:36Z
2018-10-18T15:50:49Z
CONTRIBUTOR
null
For adding a `return_inverse`-kwarg to `unique` (#21357 / #21645), I originally didn't want to have to add something to the templated cython code, preferring to add a solution using `numpy.unique` as a first step (with the idea of improving the performance later). @jorisvandenbossche then remarked: > Which led me t...
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22,987
BUG-22984 Fix truncation of DataFrame representations
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2018-10-04T00:10:03Z
2018-11-15T03:02:32Z
2018-11-15T03:02:25Z
CONTRIBUTOR
null
- [X] closes #22984 - [X] tests added / passed - [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [X] whatsnew entry When printing a DataFrame to terminal, an extra column's worth of space is added to the calculated width of the DataFrame. This is presumably to help edge cases, but the calcul...
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22,988
BUG: Perform i8 conversion for datetimelike IntervalTree queries
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- [X] closes #20636 - [X] tests added / passed - [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [X] whatsnew entry I've seen a few complaints about this on StackOverflow, so wanted to get this into 0.24.0 before I try implementing larger changes like the new behavior specs and interval acces...
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22,989
Assigning a value to a series with a tz-aware timestamp during DST switch raises AmbiguousTimeError
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2018-10-04T12:36:59Z
2018-10-04T16:17:44Z
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#### Code Sample, a copy-pastable example if possible ```python import pandas as pd series = pd.Series(data=[1,2,3], index=pd.DatetimeIndex(start='2017-10-29 00:30', end='2017-10-29 1:30', tz='Europe/B...
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22,990
Doc build failing with IPython 7.0
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2018-10-04T13:06:48Z
2018-11-13T02:11:20Z
2018-11-13T02:11:20Z
CONTRIBUTOR
null
Looks like a regression upstream in IPython: https://github.com/ipython/ipython/issues/11362 We've temporarily pinned the doc build to 6.5. Will need to remove that pin when a fixed IPython is released. ``` Running Sphinx v1.8.1 /Users/taugspurger/Envs/pandas-dev/lib/python3.7/site-packages/sphinx/application...
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CI: Pin IPython for doc build
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2018-10-04T14:21:26Z
2018-10-05T04:21:17Z
2018-10-04T15:15:58Z
CONTRIBUTOR
null
xref #22990 https://github.com/ipython/ipython/issues/11362
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CircleCI -> Azure
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2018-10-04T14:50:58Z
2018-10-26T12:08:08Z
2018-10-26T12:07:44Z
CONTRIBUTOR
null
Closes #22396 closes #22763 cc @jreback @h-vetinari @jorisvandenbossche @WillAyd The main thing we lose is redundancy on the sql tests. Those are down to just travis.
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22,993
Equivalent to the Excel fill handle
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2018-10-04T16:20:46Z
2021-06-11T13:13:00Z
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#### Code Sample, a copy-pastable example if possible ```python df.col_name.fill_down(val, start_row = 0, end_row= end) df.loc[row_idx].fill_right(val, start_col = 0, end_col = last) ``` #### Problem description It would be nice if there were an analog for the excel fill handle. I am not an experienced program...
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22,994
Incorrect behavior when concatenating multiple ExtensionBlocks with different dtypes
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2018-10-04T19:01:19Z
2020-07-13T12:50:31Z
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CONTRIBUTOR
null
In https://github.com/pandas-dev/pandas/blob/d430195ffaa37df2d8fc3ecf26306bb5e06b4ad0/pandas/core/internals/managers.py#L1638 we check that we have one type of block. For ExtensionBlocks, that's insufficient. If you try to concatenate two series with different EA dtypes, it'll calling the first EA's `_concat_same...
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22,995
use tm.assert_equal instead of parametrizing assert funcs
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API: ExtensionDtype Equality and Hashability
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2018-10-04T20:15:26Z
2018-10-08T21:21:12Z
2018-10-08T21:21:08Z
CONTRIBUTOR
null
Implements a default `__eq__` and `__hash__` for ExtensionDtype. Adds a test ensure that they're defined. Do people have thoughts on `_metadata`? I've tried to document everywhere the importance of it for parametrized extension dtypes. If you fail to set it correctly and use the default `__eq__` and `__hash__`, you'...
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22,997
BUG: Concat multiple different ExtensionArray types
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6
2018-10-04T21:16:21Z
2018-10-18T12:01:25Z
2018-10-18T12:01:21Z
CONTRIBUTOR
null
xref https://github.com/pandas-dev/pandas/issues/22994 This builds on https://github.com/pandas-dev/pandas/pull/22996, since we need hashing. 2a1660c77e8ad0c28485c6d81227ac9d6b6de4f2 is the relevant commit. Sparse tests will fail for now. I'll revisit once SparseArray is in.
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366,975,940
MDU6SXNzdWUzNjY5NzU5NDA=
22,998
BUG: PeriodIndex + offset incorrect
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0
2018-10-04T21:22:29Z
2018-10-15T00:49:09Z
2018-10-15T00:49:09Z
MEMBER
null
Troubleshooting based on `tests.indexes.period.test_tools.TestPeriodIndexConversion.test_to_timestamp_pi_combined` ``` idx = PeriodIndex(start='2011', periods=2, freq='1D1H', name='idx') >>> idx + 1 PeriodIndex(['2011-01-02 01:00', '2011-01-03 02:00'], dtype='period[25H]', name=u'idx', freq='25H') >>> idx + ...
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366,991,929
MDU6SXNzdWUzNjY5OTE5Mjk=
22,999
iloc bug / memory error
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5
2018-10-04T22:18:48Z
2019-04-19T07:00:58Z
2019-04-19T07:00:58Z
NONE
null
I am using Pandas version '0.23.4' with IPython 6.5.0 and Python 3.6 on a Windows 7 pc. I have a very large dataframe df, but plenty of free ram. When i do `c=df.iloc[1:10,:]` everything works fine, but when I do `c=df.iloc[1,:]` I get a memory error. See below: Traceback (most recent call last): File "<...
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366,993,473
MDExOlB1bGxSZXF1ZXN0MjIwNTM1NTUz
23,000
Make DataFrame arithmetic ops with 2D arrays behave like numpy analogues
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3
2018-10-04T22:25:17Z
2018-10-08T00:13:33Z
2018-10-07T22:38:27Z
MEMBER
null
- [x] closes #22686 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry Change DataFrame arithmetic behavior when operating against 2D-ndarray such that `op(df, arr)` broadcasts like `op(df.values, arr)`. Related: #22880. Note this does NOT cha...
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23,001
CI: Fix yaml/yml inconsistency
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3
2018-10-05T00:44:14Z
2018-10-09T00:53:16Z
2018-10-08T20:09:22Z
MEMBER
null
The ci/windows.yml and ci/windows-py27.yml files reference the environment files with ".yml". This PR moves the ".yaml" files to the indicated location. CI config is hard.
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367,037,030
MDU6SXNzdWUzNjcwMzcwMzA=
23,002
ENH: allow rolling with non-numerical (eg string) data
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10
2018-10-05T02:27:33Z
2021-11-03T22:16:06Z
null
NONE
null
Hi the `Pandas` dream team. I think it would be nice if `rolling` could accept `strings` as well (see https://stackoverflow.com/questions/52657429/rolling-with-string-variables) With the abundance of textual data nowadays, we want `Pandas` to stay at the top of the curve! ``` import pandas as pd import numpy...
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367,055,413
MDExOlB1bGxSZXF1ZXN0MjIwNTgyNDk4
23,003
fix typos
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2
2018-10-05T04:28:02Z
2018-10-05T14:28:10Z
2018-10-05T11:58:41Z
CONTRIBUTOR
null
- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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23,004
CLN GH22875 Replace bare excepts by explicit excepts in pandas/io/
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8
2018-10-05T04:49:25Z
2018-10-10T07:33:53Z
2018-10-10T07:33:29Z
CONTRIBUTOR
null
- [X] closes #22875 - [X] tests added / passed - [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry This is a resubmit of a previous PR I submitted that was approved (#22916). I tried to close and reopen to get a rebuild on travis but I couldn't reopen it because I had deleted...
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23,005
fixes the issue #22953
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2018-10-05T07:03:12Z
2018-10-05T18:46:44Z
2018-10-05T15:23:48Z
CONTRIBUTOR
null
- [x] closes #22953 - [ ] tests added / passed - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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MDU6SXNzdWUzNjcyNDEzMTE=
23,006
openpyxl depreciation warning
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1
2018-10-05T14:41:36Z
2018-10-08T18:28:25Z
2018-10-08T18:28:25Z
NONE
null
With python 2.7.14, the following code ```df.to_excel('output.xlsx')``` produces the following warning: `/Users/cychu/Library/Python/2.7/lib/python/site-packages/pandas/io/excel.py:784: DeprecationWarning: Call to deprecated function remove_sheet (Use wb.remove(worksheet) or del wb[sheetname]). self.book.re...
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https://api.github.com/repos/pandas-dev/pandas/issues/23007
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367,274,301
MDU6SXNzdWUzNjcyNzQzMDE=
23,007
BUG: Don't include array-like repr in plot titles and axis label when using array inputs in dataframe.boxplot()
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5
2018-10-05T16:03:36Z
2021-06-23T00:44:28Z
null
NONE
null
#### Code Sample, a copy-pastable example if possible ```python import numpy as np import pandas as pd df = pd.DataFrame(np.random.random((200,1)), columns = ['value']) df['date'] = pd.date_range('2000-1-1', periods=200, freq='D') df.boxplot(column='value',by=df['date'].dt.month) ``` #### Problem descrip...
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https://api.github.com/repos/pandas-dev/pandas/issues/23008
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367,325,194
MDU6SXNzdWUzNjczMjUxOTQ=
23,008
API: Expose groupby API for fast custom calculations
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3
2018-10-05T18:43:19Z
2019-10-20T23:18:03Z
2019-10-20T23:18:03Z
NONE
null
Currently code such as: `df.groupby(['col1', 'col2']).mean()` Is heavily optimized as it has access to the internal blocks and can use a cython based function to execute. If a custom calculation is required (for example root-mean-squared-error) then the only current option is to use: `df.groupby(['col1', 'col2'])....
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https://api.github.com/repos/pandas-dev/pandas/issues/23009
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367,368,515
MDU6SXNzdWUzNjczNjg1MTU=
23,009
sets in str.cat?!
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2
2018-10-05T21:05:52Z
2018-10-23T03:10:07Z
2018-10-23T03:10:07Z
CONTRIBUTOR
null
In #20347, I was asked to allow list-like inputs for the `.str.cat` methods for Series. However, I didn't know that `is_listlike({'a', 'b', 'c'})` is True (for sets) until I stumbled over it in #22486. These objects should imo clearly be disallowed, lest users shoot themselves in the foot massively: ``` >>> s = pd...
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https://github.com/pandas-dev/pandas/pull/23010
367,369,967
MDExOlB1bGxSZXF1ZXN0MjIwODI1NTE2
23,010
BUG: millis res on parsed DatetimeIndex slice
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2018-10-05T21:11:16Z
2018-11-23T03:32:22Z
2018-11-23T03:32:22Z
NONE
null
Added support for millis resolution on a parsed DatetimeIndex slice. There was no elif statement for when _parsed_string_to_bounds(self, reso, parsed) was given reso == 'millisecond' - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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367,374,672
MDU6SXNzdWUzNjczNzQ2NzI=
23,011
Disable .str-accessor for byte data
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2
2018-10-05T21:29:03Z
2019-06-01T15:03:07Z
2019-06-01T15:03:07Z
CONTRIBUTOR
null
This supersedes #22721. Pandas is trying to straddle many different chasms, which leads to undesirable behaviour on the fringes. For the purpose of this issue, I'm talking mainly about 1. supporting python 2/3 (will be over soon...) 1. being largely based on numpy's type system From the first point, we have the...
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