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https://api.github.com/repos/pandas-dev/pandas/issues/26513
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26,513
Allow Keyword Aggregation in DataFrame.agg and Series.agg
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2019-05-24T19:28:27Z
2020-07-10T19:16:28Z
2020-07-10T19:16:28Z
CONTRIBUTOR
null
Followup to https://github.com/pandas-dev/pandas/pull/26399 ```python In [2]: df = pd.DataFrame({"A": [1, 2, 1, 2], "B": [1, 2, 3, 4]}) In [3]: df Out[3]: A B 0 1 1 1 2 2 2 1 3 3 2 4 In [4]: df.agg(foo=("B", "sum")) ``` Expected Output ```python In [13]: df.agg({"B": {"foo": "sum"}})...
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BUG: fix categorical comparison with missing values (#26504 )
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2019-05-24T19:31:13Z
2019-06-01T14:51:33Z
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CONTRIBUTOR
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- [x] closes #26504 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry This PR fixes issues comparison of ordered categorical with missing values evaluates to True(#26504 ). Now making comparison with missing values always gives False. The missing...
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BUG: Groupby.Apply(Drop_Duplicates) seems buggy
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2019-05-24T21:27:33Z
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#### Code Sample, a copy-pastable example if possible ```python import pandas as pd a = pd.DataFrame({'a': [1,2,3,1,2,3], 'b': [2,1,2,1,2,1]}) print(a['a'].groupby(a['b']).apply(lambda x: x.drop_duplicates())) a = pd.DataFrame({'a': [1,2,1,1,2,3], 'b': [2,1,2,1,2,1]}) print(a['a'].groupby(a['b']).apply(lamb...
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26,516
MAINT: port numpy#13188 for np_datetime simplification
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2019-05-24T21:43:24Z
2019-05-26T17:57:59Z
2019-05-26T17:57:48Z
CONTRIBUTOR
null
Bring numpy changes about emulating the behavior of python's divmod to pandas. - [x] closes #26500 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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26,517
Fix type annotations in pandas.core.indexes.period
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2019-05-24T23:59:45Z
2019-05-29T12:40:40Z
2019-05-29T12:40:40Z
CONTRIBUTOR
null
Part of #25882 Current errors are: pandas\core\indexes\period.py:171: error: Incompatible types in assignment (expression has type "PeriodArray", base class "DatetimeIndexOpsMixin" defined the type as "None")
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Fix type annotations in pandas.core.indexes.period
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2019-05-25T00:10:42Z
2019-05-29T16:44:54Z
2019-05-29T12:40:41Z
CONTRIBUTOR
null
- [x] closes #26517 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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Issue/26506 Provides correct desciption in docstring that get_indexer methods are not yet supported
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2019-05-25T01:58:28Z
2019-05-30T01:28:19Z
2019-05-30T01:27:47Z
CONTRIBUTOR
null
- [x] fixes docstring for #26506 until implementation is ready - [x] 46585 tests passed - none added as documentation change only - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` ``` $ git diff upstream/master -u -- "*.py" | flake8 --diff && echo yes yes ``` - [x] whatsnew entry Provides cor...
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Fixed docstrings as referenced in issue no: #24071
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2019-05-25T13:39:34Z
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CONTRIBUTOR
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- [1] closes #24071 - [1] tests added / passed - [0] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [0] whatsnew entry tests : `./scripts/validate_docstrings.py --prefix=pandas.core --errors=GL01,GL02`
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CLN: standardize string repr to use __repr__
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2019-05-25T14:00:20Z
2019-05-25T14:56:40Z
2019-05-25T14:56:40Z
CONTRIBUTOR
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- [x] xref #25725 & #26495 - [ ] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` Removes use of ``StringMixin`` from io.pytables and from io.stata. It's now only used in core.computation. I haven't been able to remove this class from core.computation. If I do, I get an ...
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26,522
CLN: Remove deprecated parse_cols from read_excel
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2019-05-25T16:37:42Z
2019-05-26T02:50:12Z
2019-05-25T18:40:15Z
MEMBER
null
- [x] xref #6581 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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CLN: remove StringMixin from code base, except in core.computation
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2019-05-25T16:58:59Z
2019-05-26T15:30:36Z
2019-05-26T14:31:44Z
CONTRIBUTOR
null
- [x] xref #25725 & #26495 - [ ] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` Removes use of ``StringMixin`` from pandas.io StringMixin is now only used in pandas.core.computation. I haven't been able to remove this class from core.computation. If I do, I get an erro...
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merging
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2019-05-26T05:36:36Z
2019-05-26T09:59:53Z
2019-05-26T06:21:52Z
CONTRIBUTOR
null
- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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Select/Set memory layout order for DataFrames
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2019-05-26T11:00:10Z
2019-05-26T11:00:01Z
NONE
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- [ ] closes #26502 - [ ] tests added / passed - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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Docstring GL01 GL02 fixes
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2019-05-26T11:04:55Z
2019-06-21T02:10:54Z
2019-06-21T02:10:49Z
CONTRIBUTOR
null
- [X] closes #24071 and also includes requested fixes from #25324 - [ ] tests added / passed - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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26,527
Should we use URLs or refs in docstrings?
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2019-05-26T11:37:33Z
2019-05-30T17:11:16Z
2019-05-30T17:11:16Z
CONTRIBUTOR
null
Discussion in https://github.com/pandas-dev/pandas/pull/26497. Which do we prefer when linking from a docstring to the docs? Something like ref:`categorical` or http://pandas.pydata.org/pandas-docs/stable/user_guide/categorical.html
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Feature/switchable memory layout order
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2019-05-26T12:11:57Z
2019-05-26T12:12:20Z
2019-05-26T12:12:20Z
NONE
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- [x] closes #26502 - [ ] tests added / passed - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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Feature: Memory Layout of DataFrames ndarrays can be set/changed
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2019-05-26T12:19:13Z
2019-05-26T23:04:13Z
2019-05-26T23:04:13Z
NONE
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- [ ] closes #26502 - [ ] tests added / passed - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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26,530
Drop by column index does not exist
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2019-05-26T15:18:17Z
2019-05-26T19:49:31Z
2019-05-26T17:03:16Z
CONTRIBUTOR
null
#### Code Sample ```python >>> import pandas >>> a = pandas.DataFrame({'a': [1,2,3], 'b': [4,5,6]}) >>> a = pandas.concat([a, a], axis=1) >>> a a b a b 0 1 4 1 4 1 2 5 2 5 2 3 6 3 6 >>> a.drop(0, axis=1) Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/h...
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ExtensionDtype is missing hasobject
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2019-05-26T15:22:56Z
2021-07-10T01:53:37Z
null
CONTRIBUTOR
null
#### Problem description For better compatibility with numpy dtypes, `hasobject` could be added to `ExtensionDtype`. We use it to determine if columns contain Python objects or not, but it does not work with sparse column types which are extending `ExtensionDtype`. #### Output of ``pd.show_versions()`` <detail...
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Merge on key idenfitied by column index is not possible
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2019-05-26T16:47:37Z
2019-05-26T20:00:34Z
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CONTRIBUTOR
null
#### Code Sample ```python >>> import pandas >>> a = pandas.DataFrame([[1,2,3], [4,5,6], [7, 8, 9]], columns=['a', 'b', 'a']) >>> b = pandas.DataFrame({'a': [1,1,1], 'c': [10,11,12]}) >>> a a b a 0 1 2 3 1 4 5 6 2 7 8 9 >>> b a c 0 1 10 1 1 11 2 1 12 >>> b.merge(a, left_on=0, r...
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MDExOlB1bGxSZXF1ZXN0MjgyMzEzMjI5
26,533
DOC: fix broken link for .iloc
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2019-05-26T18:13:38Z
2019-05-27T15:09:36Z
2019-05-27T15:04:17Z
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MDExOlB1bGxSZXF1ZXN0MjgyMzY5MDIz
26,534
BUG: assignment to multiple columns when some column do not exist
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14
2019-05-27T05:21:08Z
2019-11-02T03:20:23Z
2019-10-22T02:04:40Z
CONTRIBUTOR
null
- [x] closes #13658 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry In particular, the following code now behaves correctly. ```python import pandas as pd df = pd.DataFrame({'a': [0, 1, 2], 'b': [3, 4, 5]}) df[['a', 'c']] = 1 print(df) `...
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26,535
Add typing annotation to assert_index_equal
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2019-05-27T07:39:24Z
2019-06-08T21:45:55Z
2019-06-08T21:45:50Z
CONTRIBUTOR
null
- xref #26302 - passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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26,536
With MacOS and PyPy installation fails: AttributeError: 'LooseVersion' object has no attribute 'version'
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2019-05-27T09:28:44Z
2019-06-21T16:25:32Z
2019-06-21T16:25:32Z
NONE
null
On MacOS 10.14, PyPy3.6-7.1.1 installation fails: ``` $ pip3 install pandas Collecting pandas Using cached https://files.pythonhosted.org/packages/b2/4c/b6f966ac91c5670ba4ef0b0b5613b5379e3c7abdfad4e7b89a87d73bae13/pandas-0.24.2.tar.gz ERROR: Complete output from command python setup.py egg_info: ERROR: ...
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26,537
Add reader for SPSS (.sav) files
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40
2019-05-27T11:49:42Z
2019-07-19T13:19:30Z
2019-06-16T14:30:39Z
CONTRIBUTOR
null
- [x] closes #5768 (at least the reading part, this PR does not cover writing SPSS files) - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry I haven't added a test yet because I wanted to ask which test .sav file I should use (and where to put it)....
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26,538
CI Testing: Set Memory Layout On Purpose
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6
2019-05-27T14:28:18Z
2019-06-03T09:14:45Z
2019-05-29T10:13:33Z
NONE
null
- [ ] closes #26502 - [ ] tests added / passed - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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26,539
ENH: Supporting rolling aggregations of datetime data
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2019-05-27T17:33:09Z
2021-03-02T05:34:31Z
null
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I have dataframe with 3 columns.The objective is to calculate rolling sum of n consecutive observations and minimum time of those n observations. I got ValueError in following code: ```python import pandas as pd df = pd.DataFrame({'time': ['09:16:00', '09:17:00', '09:15:00','09:20:00', ...
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CLN: pd.options.html.border
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2019-05-27T18:01:47Z
2019-05-27T18:44:03Z
2019-05-27T18:44:00Z
MEMBER
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- [x] xref #6581 - [x] tests passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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26,541
tseries/holiday.py: add Holiday() filter parameter?
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2019-05-27T20:20:10Z
2020-04-02T04:32:07Z
null
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#### Code Sample, a copy-pastable example if possible ```python Holiday( name="Health and Sports Day", # TODO: shift to July 24 in 2020 for Olympics month=10, day=1, start_date=Timestamp(2000, 1, 1), offset=DateOffset...
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26,542
rolling.corr has different result
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2
2019-05-28T06:13:18Z
2019-05-28T15:05:14Z
2019-05-28T15:04:26Z
NONE
null
```python # I have a dataset of part2 and part5 part2 = pd.DataFrame([1,3,4,2,452,2,4,1,4,3,1,4,31,57,8,9,1,1,2,2,12,1,5,4,123,5,6,7,87]) part5 = pd.DataFrame([1,2,3,4,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,1,123,4]) ``` ``` part2.rolling(3).corr(part5) ``` 0 -- NaN NaN 9.819805e-01 -5.000...
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449,093,690
MDExOlB1bGxSZXF1ZXN0MjgyNjkwOTcy
26,543
Fixturize Test Excel
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32
2019-05-28T06:55:14Z
2019-05-30T01:48:43Z
2019-05-30T01:02:01Z
MEMBER
null
Continued simplification of this module by moving towards pytest idiom. Here I have eliminated any test instance methods and replaced with fixtures
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26,544
DataFrame.columns.slice_locs() is undocumented, ignores 'step' parameter or gives wrong result, `kind` parameter does nothing
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2019-05-28T07:03:25Z
2021-07-10T01:56:24Z
null
NONE
null
#### Code Sample, a copy-pastable example if possible ```python df = pd.DataFrame(columns=['a','b1','c1','d1','b2','c2','d2','b3','c3','d3','e']) # ISSUE 1: EXPECTING (2,5,8) >>> df.columns.slice_locs(start='c1',end='c3', step=3, kind='ix') (2, 9) >>> df.columns.slice_locs(start='c1',end='c3', step=3, kind='l...
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26,545
same .tsv file, get different data-frame structure using engine 'python' and 'c'
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2019-05-28T11:09:40Z
2019-06-12T18:40:47Z
2019-06-12T18:40:47Z
NONE
null
In my Mac, I have a Tab-Separated values file with encoding UTF-8, and the version of pandas is 0.24.2. [74872_zh_CN_UI.txt](https://github.com/pandas-dev/pandas/files/3227255/74872_zh_CN_UI.txt) when I use read_csv function with engine 'python' like this: `b = pd.read_csv("/Users/GHIBLI/Documents/vmware-L10n/be...
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26,546
CI Failing - Linux py37_np_dev - test_constructor_list_frames
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2019-05-28T11:11:04Z
2019-05-31T03:40:37Z
2019-05-31T03:40:37Z
MEMBER
null
appeared on latest push to master, and recently updated PRs. ``` =================================== FAILURES =================================== ____________ TestDataFrameConstructors.test_constructor_list_frames ____________ [gw1] linux -- Python 3.7.3 /home/vsts/miniconda3/envs/pandas-dev/bin/python self = ...
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26,547
CI: unary operator expected error in log files
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2019-05-28T13:57:11Z
2019-05-29T10:18:52Z
2019-05-29T10:17:25Z
MEMBER
null
fix error in azure log ``` ci/setup_env.sh: line 121: [: ==: unary operator expected ```
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xfail constructor test for numpydev
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4
2019-05-28T17:05:01Z
2019-05-28T20:21:52Z
2019-05-28T20:21:42Z
CONTRIBUTOR
null
xref #26546. It seems like that will be fixed upstream, which will require new wheels. xfailing for now. When fixed and new wheels are available, this will fail again, but we can merge PRs in the meantime.
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26,549
pd.Series.str accessor in pd.DataFrame.query(engine="numexpr") raises TypeError
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2019-05-28T17:09:30Z
2020-05-03T09:15:22Z
null
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null
#### Code Sample, a copy-pastable example if possible Python 2.7.12 ```python ## !pip2 install numexpr --user import pandas as pd dfc = pd.DataFrame(map(str,range(10)),columns=['colA']) dfc.query('colA.str.contains("0")',engine="numexpr") ``` #### Problem description Cannot use `pd.Series.str` accessor in ...
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BUG: preserve categorical & sparse types when grouping / pivot & preserve dtypes on ufuncs
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7
2019-05-29T01:07:08Z
2019-06-27T02:15:13Z
2019-06-27T02:15:12Z
CONTRIBUTOR
null
closes #18502 closes #23743
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Add filters parameter to pandas.read_parquet() to enable PyArrow/Parquet partition filtering
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2019-05-29T01:19:38Z
2021-05-30T22:29:55Z
2019-06-06T19:20:19Z
NONE
null
#### Code Sample, a copy-pastable example if possible ```python ticker = 'AA' stocks_close_df = pd.read_parquet( 'data/v4.parquet', columns=['DateTime', 'Close', 'Ticker'], engine='pyarrow', filters=[('Ticker','=',ticker)] ) # This is what the above should effect stocks_close_df = stocks...
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449,599,522
MDU6SXNzdWU0NDk1OTk1MjI=
26,552
Deprecate xlwt
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9
2019-05-29T05:03:47Z
2020-12-08T10:11:54Z
2020-12-08T10:11:54Z
MEMBER
null
Similar to the conversation in #26487 xlwt isn't maintained. If we deprecate this could open up the path to simplify our Excel writers / extensions and supported file types going forward. I would think this is also much easier than deprecating xlrd since we have other writers already implemented.
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449,601,797
MDExOlB1bGxSZXF1ZXN0MjgzMDk2NTQ1
26,553
Remove Unnecessary Subclasses from test_excel
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2019-05-29T05:14:28Z
2019-05-30T01:49:20Z
2019-05-30T01:49:17Z
MEMBER
null
More cleanup...
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26,554
ERR: give better error message when providing wrong sparse matrix type in from_coo
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1
2019-05-29T07:06:54Z
2019-06-02T23:42:55Z
2019-06-02T23:42:55Z
MEMBER
null
`pd.Series.sparse.from_coo` only accepts a coo matrix format, but when giving it different matrix type, you get a not so useful error message: ```python In [11]: import scipy.sparse In [12]: m = scipy.sparse.csr_matrix(np.array([[0,1],[0,0]])) In [13]: pd.Series.sparse.from_coo(m) ---------------------------...
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26,555
Deprecation warning for SparseDataFrame shown for repr / every operation
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2019-05-29T07:23:17Z
2019-06-30T19:26:15Z
2019-06-30T19:26:15Z
MEMBER
null
If you are still using the SparseDataFrame class, the warnings are quite sticky: ```python In [5]: sparse_df = pd.SparseDataFrame(np.array([[1,2, np.nan], [np.nan, 5, 6]]), columns=['a','b','c']) /home/joris/miniconda3/envs/dev37/bin/ipython:1: FutureWarning: SparseDataFrame is deprecated and will be removed in a ...
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26,556
TST/CLN: Fixturize tests/frame/test_quantile.py
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2019-05-29T07:29:18Z
2019-06-01T14:48:43Z
2019-06-01T14:48:37Z
CONTRIBUTOR
null
- xref #22471 - passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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26,557
DEPR: deprecate Series/DataFrame.to_dense/to_sparse
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2019-05-29T07:35:55Z
2019-06-19T00:41:03Z
2019-06-19T00:41:03Z
MEMBER
null
We should properly deprecate `to_dense` and `to_sparse` on Series and DataFrame. `Series.to_dense` already is disfunctional (https://github.com/pandas-dev/pandas/issues/25680), and `DataFrame.to_dense` can be replaced with `DataFrame.sparse.to_dense()`. And the `to_sparse` methods return a SparseSeries / SparseDa...
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26,558
.add gives incorrect result with MI Dataframe with mix of object and datetimes on index.
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4
2019-05-29T09:39:08Z
2021-07-10T01:58:53Z
null
NONE
null
#### Code Sample, a copy-pastable example if possible ```python import pandas as pd import datetime df1 = pd.DataFrame( data = [10], index = pd.MultiIndex.from_tuples([('Z', '2019-05-31')]), columns= ['A'] ) df2 = pd.DataFrame( data = [20], index = pd.MultiIndex.from_tuples([('Z', d...
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26,559
Default string to be treated as missing value in a series.
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2019-05-29T10:33:50Z
2019-05-29T11:03:34Z
2019-05-29T10:59:27Z
NONE
null
Hi, this is more of a question than an issue. I wanted to use default string as a representation for missing values for my project. Is there a way to incorporate inside my pandas lib or implementing it in the project is the only way to do? For example : I want to use '?' to show that my some value in my datetime typ...
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26,560
Feature request: make get_dummies() better usable for data frames with multi-index columns
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2019-05-29T11:18:47Z
2019-11-02T21:38:59Z
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#### Feature request The post is derived from my post on SO: https://stackoverflow.com/questions/56352100 `get_dummies()` treats data frames with multi-index columns pretty clumsily: The multi-index tuple is converted into a string and the same suffix mechanism applies as with the simple-index columns. ```pyth...
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BUG: ignore errors for invalid dates in to_datetime() with errors=coerce (#25512)
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3
2019-05-29T11:20:50Z
2019-06-01T14:45:56Z
2019-06-01T14:45:07Z
CONTRIBUTOR
null
- [x] closes #25512 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry parsing.try_parse_year_month_day() in _attempt_YYYYMMDD() throws not only ValueError but also OverFlowError for incorrect dates. So handling of this error was added.
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449,904,970
MDExOlB1bGxSZXF1ZXN0MjgzMzM5MjQz
26,562
Provide ExtensionDtype.construct_from_string by default
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2019-05-29T16:26:27Z
2019-06-11T07:51:54Z
2019-06-06T14:28:26Z
MEMBER
null
- [ ] closes #xxxx - [X] tests added / passed - [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry I think it makes sense to provide a standard `construct_from_string` by default, instead of forcing subclasses of `ExtensionDtype` to implement it. This way we can define a si...
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26,563
Remove gtk imports from codebase
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2019-05-29T18:12:15Z
2019-06-02T21:09:45Z
2019-06-02T21:09:45Z
MEMBER
null
We have a few "import gtk" imports in the clipboards part of the code base but I cannot find any information as to what these actually are, so I assume these are especially outdated given our drop of Py27 support. I *think* this used to be a part of PyGTK, but links to that (like http://www.pygtk.org/) seem to redir...
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`pd.groupby` seems to mutate my `pd.Grouper` in-place
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2019-05-29T18:50:34Z
2019-11-22T23:06:05Z
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#### Code Sample (copy-pastable) ```python import pandas as pd df1 = pd.DataFrame([["a", 1, 2, "05/29/2019"], ["a", 4, 5, "05/28/2019"], ["b", 2, 3, "05/27/2019"]], columns=["type", "num1", "num2", "date"]).assign(date=lambda df: pd.to_datetime(df["date"])) df2 = pd.DataFrame(columns=["type", "num1", "num2", "d...
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26,565
PERF: don't call RangeIndex._data unnecessarily
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2019-05-29T19:50:55Z
2019-06-01T17:28:14Z
2019-06-01T17:03:59Z
CONTRIBUTOR
null
- [ ] closes #xxxx - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry I've looked into ``RangeIndex`` and found that the index type creates and caches a int64 array if/when ``RangeIndex._data`` property is being called. This basically means that in...
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26,566
read_excel and ExcelFile engine conflict
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4
2019-05-29T19:51:32Z
2019-06-10T21:55:09Z
2019-06-10T21:55:09Z
MEMBER
null
This is currently valid code: ```python >>> xl = pd.ExcelFile('foo.xlsx', engine='xlrd') >>> pd.read_excel(xl, engine='openpyxl') Empty DataFrame Columns: [] Index: [] ``` Though ambiguous as to which engine is actually being used. I think we should be raising if an engine is specified in `read_excel` when ...
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RecursionError with DataFrame.replace() where to_replace is an empty list
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2019-05-29T20:43:10Z
2019-05-29T21:25:40Z
2019-05-29T21:25:27Z
NONE
null
#### Code Sample, a copy-pastable example if possible ```python import pandas as pd df = pd.DataFrame([1,2,3,4,5]) df.replace([], 99, inplace=False) ``` #### Problem description The current output is a recursion error. It is throwing an exception which then goes into an infinite exception loop (``During hand...
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26,568
BUG: pivot_table with margins=True and numeric columns is buggy
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2019-05-29T21:29:52Z
2021-07-23T08:52:25Z
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#### Code Sample, a copy-pastable example if possible Setup: ```python In [1]: import pandas as pd; pd.__version__ Out[1]: '0.25.0.dev0+620.ga91da0c94e' In [2]: df = pd.DataFrame([['a', 'x', 1], ['a', 'y', 2], ...: ['b', 'y', 3], ['b', 'z', 4]]) In [3]: df Out[3]: 0 1 2 0 a x ...
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26,569
Possible memory leak bug with `to_sql` with chunksize ?
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2019-05-29T23:38:40Z
2019-06-09T15:53:51Z
2019-06-09T15:53:51Z
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#### Code Sample, a copy-pastable example if possible ``` from sqlalchemy import create_engine engine = sqlalchemy.create_engine("sqlite:///databasefile.db") dataframe.to_sql("CS_table", engine, chunksize = 100) ``` #### Problem description I created a large database in Pandas, about 6 million rows of text...
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BUG: Fix RecursionError when using a scalar point to select IntervalIndex columns
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2019-05-30T07:01:19Z
2019-07-19T05:24:45Z
2019-07-19T05:24:45Z
MEMBER
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- [X] closes #26490 - [X] tests added / passed - [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [X] whatsnew entry
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26,571
DOC: sparse doc fixups
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2019-05-30T11:29:20Z
2019-06-02T15:26:33Z
2019-06-01T14:35:26Z
CONTRIBUTOR
null
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MDU6SXNzdWU0NTAyOTMzNjE=
26,572
The DataFrame.to_dict method is inconsistent when there are no columns and orient='records'.
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2019-05-30T12:54:14Z
2019-05-30T14:49:32Z
2019-05-30T14:49:32Z
NONE
null
#### Code Sample ```python import pandas as pd df = pd.DataFrame([{}, {}, {}]) df.to_dict(orient='records') # Output: [] ``` #### Problem description The `DataFrame.to_dict` method is inconsistent when there are no columns and `orient='records'`. I think that this is a recent regression, since it was n...
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450,308,994
MDU6SXNzdWU0NTAzMDg5OTQ=
26,573
Unexpected pd.concat/reindex_axis behaviour for MultiIndexed dataframes with > 10,000 rows
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2
2019-05-30T13:30:26Z
2019-08-21T16:31:33Z
2019-08-21T16:31:33Z
CONTRIBUTOR
null
#### Code Sample, a copy-pastable example if possible Sadly I am having troubles creating a small reproducible example of this issue, as the problem seems to disappear if I pickle the dataframes and re-load them. I can only see what is happening in a pdb session, and for large MultiIndexed dataframes, which makes th...
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26,574
CI: build documentation for Windows
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2019-05-30T13:55:42Z
2021-01-16T03:50:34Z
null
MEMBER
null
xref https://github.com/pandas-dev/pandas/pull/26499#issuecomment-495074526 documentation is a good place to start for new contributors. should a doc build be included in CI to ensure that the documentation builds smoothly on Windows? if so: - should a build failure be an allowed failure? - should it be a s...
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26,575
PERF/CI: fix benchmark import error + run asv check on all builds
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2019-05-30T14:31:41Z
2019-05-30T19:17:06Z
2019-05-30T19:16:58Z
CONTRIBUTOR
null
Fix benchmark suite import error on master and 0.23. Run `asv check` on all commits to lint the benchmark suite. Also, fixed a timeout error that appears on newer asv versions, which have an updated asizeof.py module.
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index=False not working in to_csv on windows
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2019-05-30T15:41:56Z
2019-05-30T17:20:15Z
2019-05-30T15:52:59Z
NONE
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def fix_timestamps(file_path):
 df = pd.read_csv(file_path, parse_dates=['dateTime'])
 df.to_csv(file_path, date_format='%Y-%m-%d %H:%M:%S',header=True,index=False) output: Unnamed: 0,dateTime,ID,open,high,low,close,vol,SplitAdjustment,DivAdjustment,DividendPerShare,SplitFactor 0,2002-05-30 00:00:00,5000...
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26,577
TST: update tests\plotting\test_frame.py message check for mpl 3.1.0
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2019-05-30T17:09:13Z
2019-05-30T21:54:40Z
2019-05-30T19:51:04Z
MEMBER
null
new error message for df.plot.line https://travis-ci.org/pandas-dev/pandas/jobs/539282780
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CLN: use RangeIndex._range instead of RangeIndex._start etc.
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2019-05-30T18:35:06Z
2019-05-30T20:17:41Z
2019-05-30T19:53:11Z
CONTRIBUTOR
null
- [x] xref #26565 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry Make RangeIndex use python's ``range`` internally, rather than the three scalars ``_start``, ``_stop`` and ``_step``. Python3's ``range`` has several nice properties, that wer...
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26,579
Remove SharedItems from test_excel
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2019-05-30T18:57:20Z
2020-01-16T00:34:49Z
2019-06-05T12:59:13Z
MEMBER
null
Pretty big step towards logically partitioning tests in this module - replaced SharedItems and instance attributes with fixtures. Should make subsequent test reorg easier @simonjayhawkins
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ENH: Named aggregation in SeriesGroupBy.agg
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2019-05-30T19:14:12Z
2019-06-10T12:45:08Z
2019-06-10T12:45:05Z
CONTRIBUTOR
null
```python In [4]: animals = pd.DataFrame({'kind': ['cat', 'dog', 'cat', 'dog'], ...: 'height': [9.1, 6.0, 9.5, 34.0], ...: 'weight': [7.9, 7.5, 9.9, 198.0]}) ...: animals.groupby("kind").height.agg(max_height='max') Out[4]: max_height kin...
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26,581
use range in RangeIndex instead of _start etc.
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2019-05-30T20:37:22Z
2019-06-05T12:59:33Z
2019-06-05T12:50:34Z
CONTRIBUTOR
null
- [x] xref #26565 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry Make RangeIndex use python's ``range`` internally, rather than the three scalars ``_start``, ``_stop`` and ``_step``. Python3's ``range`` has several nice properties, that wer...
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26,582
Failing tests due to change in matplotlib behaviour in 3.1.0
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2019-05-30T23:18:40Z
2019-06-09T18:21:52Z
2019-06-09T18:21:42Z
MEMBER
null
The allowed failures on Travis is currently failing on TestDataFramePlots.test_subplots the matplotlib version used has changed today from 3.0.3 to 3.1.0 #### Code Sample, a copy-pastable example if possible ```python import matplotlib print(matplotlib.__version__) import numpy as np import string from pa...
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26,583
to_datetime returns TypeError for invalid integer dates with %Y%m%d format
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2019-05-31T01:29:10Z
2019-06-05T19:06:14Z
2019-06-05T19:06:14Z
CONTRIBUTOR
null
```python In [1]: pd.__version__ Out[1]: '0.25.0.dev0+625.g8154efb0c' ``` ```python pd.to_datetime(20199911, format="%Y%m%d", errors='ignore') pd.to_datetime(2019121212, format="%Y%m%d", errors='ignore') ``` throws "TypeError: 'int' object is unsliceable" instead of returning initial values ```python Trac...
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Add more specific error message when user passes incorrect matrix format to from_coo
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2019-05-31T01:31:58Z
2019-06-02T23:43:04Z
2019-06-02T23:42:55Z
CONTRIBUTOR
null
- [x] closes #26554 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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BUG: fix TypeError for invalid integer dates %Y%m%d with errors='ignore'
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2019-05-31T02:06:51Z
2019-06-05T19:06:47Z
2019-06-05T19:06:15Z
CONTRIBUTOR
null
- [x] closes #26583 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry array_strptime returned TypeError when trying to slice 'too long' integer for the given format %Y%m%d (for example 2121010101). After parsing date in the first 8 symbols i...
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Revert test_constructors xfail
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2019-05-31T02:56:57Z
2019-05-31T03:40:37Z
2019-05-31T03:40:37Z
CONTRIBUTOR
null
Reverts https://github.com/pandas-dev/pandas/pull/26548 xref https://github.com/numpy/numpy/pull/13663 Closes https://github.com/pandas-dev/pandas/issues/26546
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Constructor reorders columns and rows for (lists or dicts) of dicts
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2019-05-31T08:27:44Z
2019-06-02T09:59:19Z
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NONE
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#### Code Sample ```python import pandas as pd print(pd.DataFrame({0:{'B':'First row','A':'Second row'}})) print(pd.DataFrame([{'B':'First column','A':'Second column'}])) ``` Results in ``` 0 A Second row B First row A B 0 Second column First column ``` #### ...
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Convert Unions to TypeVar
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2019-05-31T08:31:49Z
2019-06-09T03:12:26Z
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CONTRIBUTOR
null
- [x] closes #26453 - [x] tests passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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BLD: wheel building failing for install issue
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2019-05-31T11:32:43Z
2019-05-31T23:40:06Z
2019-05-31T21:59:27Z
CONTRIBUTOR
null
https://travis-ci.org/MacPython/pandas-wheels/jobs/539541488 https://travis-ci.org/MacPython/pandas-wheels/builds/539541484 (the builds) just started failing cc @pandas-dev/pandas-core
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remove outdated gtk package from code
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2019-05-31T12:11:28Z
2019-06-02T21:09:53Z
2019-06-02T21:09:45Z
CONTRIBUTOR
null
- [x] closes #26563 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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26,591
CI/DOC: Building documentation with azure
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2019-05-31T12:36:54Z
2019-06-02T15:29:18Z
2019-06-01T14:12:41Z
MEMBER
null
- [X] xref #22766, #26574 - [ ] tests added / passed - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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26,592
Exception while MultiIndex slice contains "min", "mean" or "max"
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2019-05-31T14:13:09Z
2019-06-03T12:07:02Z
2019-06-03T12:07:02Z
NONE
null
I want to slice the dataframe contains MultiIndex ```python import pandas as pd stages = ("a", "b", "c") stats = ("s0", "s1", "s2") index = pd.MultiIndex.from_product([stages, stats], names=("lev0", "lev1")) df = pd.DataFrame(index=index, columns=["f0", "f1"]) df ``` ![](https://user-images.githubuserconte...
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26,593
TST: add concrete examples of dataframe fixtures to docstrings
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2019-05-31T14:22:30Z
2019-06-03T11:16:28Z
2019-06-01T14:09:28Z
MEMBER
null
add concrete examples of dataframe fixtures to docstrings to make it easier when looking for fixtures to reuse. and also appear when using `pytest --fixtures` and `pytest --fixtures-per-test` so could be an aid to debugging ``` ------------------ fixtures used by test_set_index_directly ------------------- ----...
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26,594
SettingWithCopyWarning does not trigger on the second time?
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2019-05-31T14:44:03Z
2019-05-31T23:30:25Z
2019-05-31T23:30:25Z
CONTRIBUTOR
null
Found a false negative for the SettingWithCopyWarning that surprised me a bit: ```python import numpy as np import pandas as pd def create_df(): NROWS = 10 return (pd.DataFrame({'i1': range(NROWS), 'f1': np.arange(NROWS) / NROWS}) .assign(i2=lambda df: -pd.Serie...
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Test conda 4.7.1
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2019-05-31T14:44:43Z
2019-06-26T12:17:57Z
2019-06-26T11:21:37Z
CONTRIBUTOR
null
Testing conda 4.7.x
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450,870,120
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26,596
TST: prepare conftest for #25637
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2019-05-31T16:01:11Z
2019-06-01T15:14:11Z
2019-06-01T00:17:54Z
CONTRIBUTOR
null
Split off from #25637 at the [request](https://github.com/pandas-dev/pandas/pull/25637#discussion_r289447555) of @gfyoung Relevant discussions: https://github.com/pandas-dev/pandas/pull/25637#discussion_r289042255 https://github.com/pandas-dev/pandas/pull/25637#discussion_r289441644
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26,597
Rolling standard deviation fails when used with win_type
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2019-05-31T17:45:24Z
2019-11-08T14:45:01Z
2019-11-08T14:45:01Z
NONE
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#### Code Sample, a copy-pastable example if possible ```python import pandas as pd df = pd.DataFrame({'a': range(6)}) df['a'].rolling(3, win_type='blackman').agg(['mean', 'std']) ``` #### Problem description When calculating rolling aggregations with a window function, sometimes there is an error which is q...
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26,598
CLN: remove sample_time attributes from benchmarks
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2019-05-31T17:57:53Z
2019-06-01T14:08:37Z
2019-06-01T14:08:20Z
CONTRIBUTOR
null
Very minor benchmark cleanup now that I was on it... These attributes appear to have been brought in by direct replacement of a deprecated ASV attribute goal_time -> sample_time, but the two have different semantics (the value sample_time=0.2 is 20x the default). Increasing this from the default value is probably...
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26,599
Compression keyword for Stata and others?
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10
2019-05-31T21:26:46Z
2021-01-26T18:17:49Z
2020-05-12T16:10:36Z
NONE
null
Hi, I was trying to open zipped Stata files and thought one could do it as in ``read_csv``using the ``compression='zip'`` keyword option. Is this not implemented? Saw #15644 and follow ups, but at the time it seems the discussion was about output not input files. In many cases providers give Stata files in zip form...
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451,052,388
MDExOlB1bGxSZXF1ZXN0Mjg0MjQ4NzQw
26,600
MAINT: Condense TIMEZONE_IDS construction
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10
2019-06-01T06:33:07Z
2019-06-06T18:11:24Z
2019-06-06T14:50:05Z
MEMBER
null
Follow-up to #26596
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451,072,226
MDU6SXNzdWU0NTEwNzIyMjY=
26,601
CI: Use azure-pipelines reporting for pytest data
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1
2019-06-01T10:47:00Z
2019-06-28T14:12:24Z
2019-06-28T14:12:24Z
MEMBER
null
Azure Pipelines can show errors and warnings clearer, by adding some specific syntax to the log. We are already using this for the linting, where we output flake8 errors like `##vso[task.logissue type=error;sourcepath=%(path)s;linenumber=%(row)s;columnnumber=%(col)s;code=%(code)s;]%(text)s` (see `ci/code_checks.sh`)...
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451,093,330
MDExOlB1bGxSZXF1ZXN0Mjg0Mjc2NjYy
26,602
CI: Disabling dev docs push from azure-pipelines while we fix it
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7
2019-06-01T14:54:46Z
2019-06-03T08:00:35Z
2019-06-01T15:10:11Z
MEMBER
null
master builds are failing, this temporary fixes them while we figure out why the ssh key is not working. See: #26591 CC: @jreback
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451,094,187
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26,603
TST/CLN: deduplicate fixture from test_to_latex.py
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5
2019-06-01T15:04:51Z
2019-06-03T11:15:20Z
2019-06-02T23:13:09Z
MEMBER
null
this PR is basically just to promote the float_frame fixture to top-level conftest. once there, there is opportunities to re-use by fixturising current instances of ``` df = DataFrame(tm.getSeriesData()) ``` also allows removing duplicate fixture from pandas/tests/io/formats/test_to_latex.py so this is j...
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26,604
CI: Changing dev docs ssh key
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2
2019-06-01T15:15:21Z
2019-06-01T16:09:22Z
2019-06-01T15:34:58Z
MEMBER
null
#26591 made master builds to fail. Looks like there was a problem with the ssh keys. I regenerated them and updated them in the github deployment keys and azure pipelines secret. Updating the settings here. CC: @jreback
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26,605
PERF: Add if branch for empty sep in str.cat
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3
2019-06-01T15:32:46Z
2019-07-31T13:26:42Z
2019-07-31T12:29:59Z
CONTRIBUTOR
null
Follow-up to #23167, resp dropping py2. The branch I'm readding here had to be deleted originally to pass some python2 bytes-tests. In case there is no separator, we can avoid all the list-ops and speed up cat_core by a fair bit.
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451,097,672
MDExOlB1bGxSZXF1ZXN0Mjg0Mjc5NTg0
26,606
Clean up ufuncs post numpy bump
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2019-06-01T15:42:26Z
2019-06-03T05:17:26Z
2019-06-02T23:34:28Z
CONTRIBUTOR
null
Found an old branch lying around I had forgotten about after the numpy bump, which had been requested by @TomAugspurger in [this comment](https://github.com/pandas-dev/pandas/pull/25554#pullrequestreview-212474594)
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26,607
Better error for str.cat with listlike of wrong dtype.
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2019-06-01T15:51:00Z
2019-06-14T18:16:15Z
2019-06-14T12:27:01Z
CONTRIBUTOR
null
- [x] closes #22722 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry This had been blocked on #23167.
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451,099,016
MDExOlB1bGxSZXF1ZXN0Mjg0MjgwNDU3
26,608
TST/API: Forbid str-accessor for 1-level MultiIndex
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2019-06-01T15:56:52Z
2019-06-05T22:15:17Z
2019-06-03T11:56:30Z
CONTRIBUTOR
null
- [x] closes #23679 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry Another PR that had been blocked by #23167.
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451,100,749
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26,609
CI: Removing doc build in azure
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2
2019-06-01T16:14:38Z
2019-06-01T17:15:20Z
2019-06-01T16:46:56Z
MEMBER
null
Stop building the docs in azure. Beside not working, azure became unreliable, raising random errors for unrelated changes. See: #26591 #26602 #26604 CC: @jreback (sorry for the trouble, hopefully this takes things back to normality)
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451,118,052
MDU6SXNzdWU0NTExMTgwNTI=
26,610
Read from HDF with empty `where` throws an error
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10
2019-06-01T19:44:08Z
2019-06-11T00:14:59Z
2019-06-11T00:14:59Z
CONTRIBUTOR
null
#### Code Sample ```python df = pd.DataFrame(np.random.rand(4,4)) where = '' with pd.HDFStore('test.h5') as store: store.put('df', df, 't') store.select('df', where = where) ``` #### Problem description Wanted to be able construct "by hands" and save `where` condition for later, so declare it as vari...
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26,611
Groupby with multiple aggregations doesn't pass through positional or keyword arguments.
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1
2019-06-01T20:45:39Z
2021-02-28T12:58:44Z
null
CONTRIBUTOR
null
We pass positional `*args` through to the aggfunc for a single grouper. ```python In [1]: import pandas as pd In [2]: df = pd.DataFrame({"A": [1, 2]}) In [3]: def f(x, y): ...: return x.sum() + y ...: In [4]: df.groupby([0, 0]).agg(f, 10) Out[4]: A 0 13 ``` But not for multiple. ...
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https://api.github.com/repos/pandas-dev/pandas/issues/26612
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451,136,870
MDExOlB1bGxSZXF1ZXN0Mjg0MzA1NzY3
26,612
CLN: Remove convert_objects
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3
2019-06-02T00:02:51Z
2019-06-03T15:11:03Z
2019-06-02T23:20:16Z
MEMBER
null
- [x] xref #6581 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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