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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28...
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- [x] closes #23475 - [ ] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Code Sample, a copy-pastable example The following example works with blosc=...
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- [x] closes #20627 - [1] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` A simple test was added to close this issue.
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Follow-up on https://github.com/pandas-dev/pandas/pull/34454 - Move a bunch of tests from `integer/test_arithmetic.py` to `masked/test_arithmetic.py` so those can be shared with boolean (and once merged I can add float as well in the FloatingArray PR) - Added some more arithmetic tests to `boolean/test_arithmetic.p...
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BUG: s3 reads from public buckets not working
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2020-06-07T07:22:00Z
2020-07-15T19:07:52Z
2020-07-15T19:07:52Z
NONE
null
- [X] I have checked that this issue has not already been reported. - [X] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Code Sample ```python # Your code here import pandas as pd df = pd.read_c...
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TST #24444 added tests
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2020-06-07T08:53:04Z
2020-06-07T18:53:01Z
2020-06-07T17:19:57Z
CONTRIBUTOR
null
At last, there are no issues at all. I've made a new PR. - [x] closes #24444 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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WIP: avoid internals for Series.interpolate
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2020-06-07T09:20:44Z
2020-06-10T09:30:00Z
2020-06-10T09:30:00Z
MEMBER
null
This may be premature while discussion about removing the block manager is ongoing most of the diff is type annotations and collecting the method validation. will break off into pre-cursor PRs
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34,629
QST: How to plot hist not in stacked style for different columns by df.plot.hist()?
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5
2020-06-07T11:50:02Z
2020-06-09T20:29:26Z
2020-06-09T20:29:26Z
NONE
null
- I have searched the [[pandas] tag](https://stackoverflow.com/questions/tagged/pandas) on StackOverflow for similar questions. - I have asked my usage related question on [StackOverflow](https://stackoverflow.com). When using pd.plot.hist(), how to plot different columns in the parallel style(1st pic below), ra...
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TYP: some type annotations in core\tools\datetimes.py
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2020-06-07T15:08:39Z
2020-06-08T08:32:06Z
2020-06-07T20:07:21Z
MEMBER
null
pre-cursor to #34628
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34,632
Revert backport of #33632: Parquet & s3 I/O changes
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2020-06-07T15:43:26Z
2020-06-09T07:36:51Z
2020-06-09T07:36:51Z
CONTRIBUTOR
null
Ref: https://github.com/pandas-dev/pandas/issues/34626#issuecomment-640225867 Revert backport of https://github.com/pandas-dev/pandas/pull/33632 Backport: https://github.com/pandas-dev/pandas/pull/34173 cc @jorisvandenbossche @simonjayhawkins
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BUG: to_timedelta() works differently depending on type of arg for the same unit
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2020-06-07T17:24:18Z
2021-07-11T20:15:45Z
2021-07-11T20:15:33Z
NONE
null
- [X ] I have checked that this issue has not already been reported. - [ ] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/2...
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2020-06-07T17:28:50Z
2020-06-08T22:10:15Z
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CONTRIBUTOR
null
- [x] closes #12136 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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34,635
BUG: test_eval.TestMathNumExprPandas.test_result_complex128 failing on OSX
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2020-06-08T01:41:58Z
2020-08-06T17:55:42Z
2020-08-06T17:55:42Z
MEMBER
null
intermittently OSX 10.15.5 python 3.7.6 numpy 1.18.5 numexpr 2.7.1 ``` ________________________________________________________________________________ TestMathNumExprPandas.test_result_complex128 _________________________________________________________________________________ self = <pandas.tests.computa...
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34,636
CLN: EWMA cython code and function dispatch
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2020-06-08T07:02:17Z
2020-06-08T15:28:52Z
2020-06-08T14:25:32Z
MEMBER
null
- [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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34,637
ENH: specify function to determine NaN when using fillna()
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2020-06-08T07:13:07Z
2020-09-04T13:47:45Z
2020-09-04T13:47:45Z
NONE
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#### Is your feature request related to a problem? When using `pd.fillna(df)` it does not fill all of the values that `pd.isna(df)` returns as `True`. Furthermore you might have some `NaN` values you want to fill, and some you don't #### Describe the solution you'd like include a `nan_function` to be parsed to `...
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34,638
CLN: deduplicate in core.internals.blocks.interpolate
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2020-06-08T08:52:32Z
2020-06-09T12:44:41Z
2020-06-09T12:36:21Z
MEMBER
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broken off #34628
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ENH: Add max_results to `read_gbq`
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2020-06-08T09:03:57Z
2020-06-09T22:17:20Z
2020-06-09T22:17:20Z
MEMBER
null
For queries for which the purpose is to create/replace tables: `CREATE OR REPLACE TABLE`, if the table is huge, it will eat up a lot of memory currently using `read_gbq`. And it turns out that since `pandas-gbq==0.12.0`, a new argument `max_results` was implemented to limit the number of rows in result dataframe for...
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CLN: remove `private_key` and `verbose` from gbq
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2020-06-08T09:23:21Z
2020-09-24T01:34:43Z
2020-09-24T01:34:43Z
MEMBER
null
Since `verbose` and `private_key` have been deprecated since https://github.com/pandas-dev/pandas/pull/30200, we should also remove both from function since they are not used at all? see them in `read_gbq` and `to_gbq`, e.g. https://github.com/pandas-dev/pandas/blob/24857a2844be9ee6f604d93ea18301f587751f0a/pandas/io...
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34,641
ENH: Add max_results kwarg to read_gbq
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2020-06-08T11:53:34Z
2020-06-09T22:17:24Z
2020-06-09T22:17:20Z
CONTRIBUTOR
null
Adds support for the new `max_results` kwarg from pandas-gbq (added in [0.12.0](https://github.com/pydata/pandas-gbq/releases/tag/0.12.0)). Since `max_results` is a new kwarg, it is handled and tested in the same way as the `use_bqstorage_api` kwarg to maintain backwards compatibility. ❓ **Open question:** Setting `...
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34,642
ENH: Support rolling over one level of a MultiIndex
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2020-06-08T12:23:27Z
2020-10-05T01:24:18Z
null
CONTRIBUTOR
null
- [x] I have searched the [[pandas] tag](https://stackoverflow.com/questions/tagged/pandas) on StackOverflow for similar questions. - [ ] I have asked my usage related question on [StackOverflow](https://stackoverflow.com). --- I had a hard time understanding how [`df.rolling`](https://pandas.pydata.org/pandas...
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34,643
BUG: Writing Interval columns to Parquet fails
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2020-06-08T13:57:53Z
2020-12-16T08:22:28Z
2020-12-16T08:22:20Z
NONE
null
- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. --- #### Code Sample, a copy-pastable example ```python import pandas as pd df = pd.DataFrame({"x": [pd.Interval(0, 1), ]}) df.to_parquet("test.parquet") ``` #...
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34,644
ENH: Support for list of intervals / IntervalArray in to_parquet
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2020-06-08T14:07:09Z
2020-06-08T23:03:03Z
null
NONE
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#### Is your feature request related to a problem? I would like to be able to save the following dataframes: - list of intervals: ```python import pandas as pd df = pd.DataFrame({"x": [[pd.Interval(0, 1), pd.Interval(3, 4)]]}) df.to_parquet("test.parquet") ``` - IntervalArray ```python import pandas as pd ...
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34,645
BUG: TypeError: object of type 'int' has no len() when saving DataFrame with object dtype column
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2020-06-08T15:17:17Z
2020-06-19T15:05:51Z
2020-06-17T18:09:21Z
NONE
null
- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28...
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DOC: updated io/sql.py for PR08 errors
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TST: groupby apply with indexing and column aggregation returns the column #7002
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2020-06-08T15:46:45Z
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Adds test for #7002 - [x] closes #7002 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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REF: de-duplicate month/year rolling in libperiod
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June 2020 Meeting
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2020-06-08T16:25:19Z
2020-06-12T20:18:24Z
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CONTRIBUTOR
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The monthly dev meeting is Wednesday June 10th, at 18:00 UTC. Our calendar is at https://pandas.pydata.org/docs/development/meeting.html#calendar to check your local time. Video Call: https://zoom.us/j/942410248 Minutes: https://docs.google.com/document/u/1/d/1tGbTiYORHiSPgVMXawiweGJlBw5dOkVJLY-licoBmBU/edit?ouid=1...
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BUG: df.groupby().apply() returns an empty df instead of a None-only Series
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2020-06-08T16:59:02Z
2021-08-07T22:51:56Z
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#### Code Sample, a copy-pastable example ```python import pandas as pd df = pd.DataFrame({'a': (1, 2, 2)}) # The problem df.groupby('a').apply(lambda x: None) # The problem with a bit more context df.groupby('a').apply(lambda group_df: 'foo' if len(group_df) > 0 else None) df.groupby('a').apply(lambda grou...
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DOC: updated plotting/_misc.py for PR08 errors
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34,654
#34640: CLN: remove 'private_key' and 'verbose' from gbq
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8
2020-06-08T19:39:16Z
2020-09-24T01:34:48Z
2020-09-24T01:34:44Z
CONTRIBUTOR
null
- [x ] closes #34640 - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry Hello, I am new to contributing to open source, so thank you in advance for any corrections and suggestions. Please let me know if I need to do an...
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34,655
read_csv cannot use dtype and true_values/false_values
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2
2020-06-08T20:00:40Z
2021-01-09T22:18:23Z
2021-01-09T22:18:22Z
NONE
null
Hi friends, Not sure if this is working as intended, but it appears you cannot use both dtype and true_values or false_values kwargs when reading csv. ```python from io import StringIO from csv import writer import pandas as pd import pytest def test_pandas_read_write(): df = pd.DataFrame({'A': [...
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34,656
BUG: groupby.min has a side effect on groupby.apply
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2020-06-08T22:18:35Z
2020-08-07T16:56:13Z
2020-08-07T16:56:13Z
NONE
null
- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28...
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34,657
PERF: don't consolidate at __init__
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3
2020-06-08T22:34:53Z
2020-09-05T19:03:39Z
2020-09-05T19:03:39Z
MEMBER
null
xref mailing list [discussion](https://mail.python.org/pipermail/pandas-dev/2020-June/001246.html) ATM most calls to `DataFrame(foo)` will end up going through either `core.internals.managers.create_manager_from_blocks` or `core.internals.managers.create_block_manager_from_arrays`, both of which call `mgr._consolida...
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34,658
CLN: disallow passing tuples for Period freq
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2020-06-08T22:35:33Z
2020-06-09T01:57:10Z
2020-06-09T01:47:00Z
MEMBER
null
Really looking forward to killing off `get_freq_code`
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34,659
REF: avoid get_freq_code
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2020-06-08T22:42:17Z
2020-06-09T17:49:43Z
2020-06-09T17:14:52Z
MEMBER
null
We'll be able to rip it out entirely after this, #34658, and #34587.
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BUG: ExtensionArray.equals expects ExtensionArray.all to return a numpy.bool_
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0
2020-06-09T09:20:44Z
2020-06-09T15:37:45Z
2020-06-09T15:37:45Z
CONTRIBUTOR
null
- [x] I have checked that this issue has not already been reported. - [ ] I have confirmed this bug exists on the latest version of pandas. - [x] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Problem description The current implementation of `ExtensionArray.equals` ...
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BUG: Allow plain bools in ExtensionArray.equals
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2020-06-09T09:28:51Z
2020-06-09T16:50:12Z
2020-06-09T15:37:45Z
CONTRIBUTOR
null
- [x] closes #34660 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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BUG: read_excel with dtype=np.int32 can't handle empty or nan cells
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2020-06-09T10:27:06Z
2020-09-04T13:49:05Z
2020-09-04T13:49:05Z
NONE
null
- [x] I have checked that this issue has not already been reported. Though there's some similar issues, like https://github.com/pandas-dev/pandas/issues/20377 - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. ...
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34,663
DEPR: behavior of `copy` argument in `df.reindex` is confusing
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2020-06-09T10:42:16Z
2021-11-10T09:41:00Z
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MEMBER
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This was inspired by #33888 and #34584 #### Problem description The behavior of `copy` argument in `df.reindex` is confusing. Current docstring does it explain it sufficiently clear. It also seems to me `copy` is unnecessary. Currently the docstring says ``` ... A new object is produced unless the new index...
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34,664
Backport PR #34458 on branch 1.0.x (CLN: Clean csv files in test data GH34427)
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2020-06-09T11:50:34Z
2020-06-10T10:49:18Z
2020-06-09T12:41:51Z
MEMBER
null
xref #34458
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34,665
BUG: DataFrame.to_dict() converts Nullable Int types to numpy.int
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2020-06-09T13:58:50Z
2021-08-13T10:36:10Z
null
NONE
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#### Problem description `DataFrame.to_dict()` method do not cast Nullable Int types (`Int*Dtype`) into Python `int` type. Instead, it unwrapping into `numpy.int*` types. Possibly related to: #27616, #25969, #21256 #### Expected Output Native Python `int` type. #### Reproduction Make some data: ...
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34,666
BUG: Source build issue with with py38
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2020-06-09T14:28:06Z
2020-06-11T15:29:02Z
2020-06-11T15:29:02Z
CONTRIBUTOR
null
We don't have a py38 entry in our `pyproject.toml`, so when building from source for 3.8 we fetch NumPy 1.15.4, which isn't compatible with py38. Fix incoming.
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BLD: pyproject.toml for Py38
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2020-06-09T14:29:53Z
2020-06-15T09:17:23Z
2020-06-11T15:29:02Z
CONTRIBUTOR
null
Closes https://github.com/pandas-dev/pandas/issues/34666
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BUG: GH29461 Strftime
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2020-06-09T15:29:49Z
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CONTRIBUTOR
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- [x] closes #29461 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry Closed the other PR while I sorted some things out.
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Practical steps towards a simplified BlockManager
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2020-06-09T15:36:41Z
2021-08-07T22:53:18Z
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MEMBER
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In the mailing list discussion on a simplified (non-consolidating) BlockManager, @jbrockmendel brought up the relevant question of how we could get there (incrementally?): https://mail.python.org/pipermail/pandas-dev/2020-May/001223.html Since that is a more practical discussion, moving that to an issue here. **...
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34,670
BUG: DataFrame.to_feather() does not work
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NONE
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The function `DataFrame.to_feather()` creates a file that cannot be read in in R. - [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- ...
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BUG: Series / DataFrame reductions convert string data to numeric
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2020-06-09T16:17:44Z
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CONTRIBUTOR
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [x] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Code Sample, a copy-pastable example ```python In [34]: pd.Series(['1',...
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PERF: normalize_i8_timestamps
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2020-06-09T16:47:38Z
2020-06-09T18:03:23Z
2020-06-09T17:59:27Z
MEMBER
null
xref #34507 Based on the asv mentioned in that thread: ``` In [3]: N = 10**5 In [4]: tz = "UTC" ...
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BUG: read_excel: incorrect multi-index values - 2
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2020-06-09T18:11:00Z
2021-01-01T19:45:27Z
2021-01-01T19:45:27Z
NONE
null
- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Code Sample, a copy-pastable example ```python import pandas as pd df = ...
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34,674
CLN: remove get_freq_code
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2020-06-09T18:24:02Z
2020-06-10T01:39:11Z
2020-06-10T01:05:06Z
MEMBER
null
Sits on top of #34587
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34,675
BUG: pandas.groupby.apply does not work with floating point indexed dataframe since 1.0.0
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2020-06-09T18:56:46Z
2020-06-19T15:06:35Z
2020-06-19T15:06:23Z
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28...
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34,676
BUG: read_excel: incorrect multi-index values - 3
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2020-06-09T19:03:58Z
2021-03-28T01:09:15Z
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34,677
BUG: ASV Benchmarks failing to build
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2020-06-09T19:13:53Z
2020-08-26T13:57:41Z
2020-08-26T13:57:41Z
CONTRIBUTOR
null
ASV benchmarks fail to build on master. Could this be related to #34666? `error: command 'gcc' failed with exit status 1` Anyone else having this issue?
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CLN: dont consolidate in NDFrame._is_numeric_mixed_type
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CLN: dont consolidate in indexing
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2020-06-09T21:14:10Z
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CLN: dont consolidate in groupby
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2020-06-09T21:17:54Z
2020-06-10T07:47:26Z
2020-06-09T22:21:37Z
MEMBER
null
full asv run looks like pure noise ``` before after ratio [03f5066c] [f2cae354] <master~3> <cln-consolidate-less-3> + 38.4±0.1μs 45.7±6μs 1.19 algorithms.SortIntegerArray.time_argsort(1000) + 11.5±0.2ms 13.3±0.4ms 1.16 groupby.Nth....
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34,681
BUG: groupby.sum() is inconsistent with df.sum() for large integers
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- [ x ] I have checked that this issue has not already been reported. - [ x ] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/0...
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34,682
ENH: Make metadata from read_spss available
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2020-06-10T00:50:27Z
2021-08-07T22:55:12Z
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#### Is your feature request related to a problem? I would like to have the [metadata that pyreadstats provides](https://ofajardo.github.io/pyreadstat_documentation/_build/html/index.html) available when reading files from SPSS. This would be really helpful because it would provide an easy way to have variable lab...
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34,683
CLN: dont consolidate in reshape.concat
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2020-06-10T01:52:28Z
2020-12-17T21:48:07Z
2020-12-17T21:05:28Z
MEMBER
null
Looks like this consolidation was added here https://github.com/pandas-dev/pandas/commit/3b1c5b74e0ca5a782d4c070aac002b3e6d7e5290 in 2012, no clear reason why it is needed. About to start an asv run.
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34,684
RLS: 1.0.5
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2020-06-10T08:20:04Z
2020-06-18T13:09:20Z
2020-06-18T13:09:20Z
MEMBER
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xref https://github.com/pandas-dev/pandas/pull/34664#issuecomment-641355926 >>> @simonjayhawkins do you have time one of those days to do a 1.0.5 release? >> can do. do we want to include anything else, wait a few weeks before doing the release and see if anything else surfaces or just get a patch release done wi...
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34,685
ENH: NamedAgg support for time windows/Expanding
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2020-06-10T08:41:07Z
2020-10-05T01:21:47Z
2020-10-05T01:21:47Z
NONE
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#### Is your feature request related to a problem? I am using aggregations over data with groups over time, to create features. I had hoped to use the "new" namedAgg functionality to efficiently calculate and rename the many feature columns. I find that named Aggregations only works with the "default"groupby.agg, wh...
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34,686
API/BUG: Behaviour of NA in BooleanArray pow operation
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2020-06-10T08:58:16Z
2021-08-08T00:28:58Z
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MEMBER
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For IntegerArray, we have some special-case behaviour for NAs in `pow` operation. For example, `1 ** NA == 1` and not NA as normal NA-propagation would be. For BooleanArray, we don't have that, but maybe we should do the same? So that the boolean power of boolean-cast-to-int8 power operations for the same? Right ...
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34,687
BUG: multiple application of .loc on sparse DataFrame results in NaN and filling the DataFrame
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2020-06-10T12:11:19Z
2021-04-02T17:15:22Z
2021-04-02T17:15:22Z
NONE
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [x] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Code Sample, a copy-pastable example ```python # Your code here from s...
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34,688
TYP: update setup.cfg
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2020-06-10T12:16:47Z
2020-06-13T17:57:49Z
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TYP: check_untyped_defs pandas.core.nanops
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2020-06-10T13:00:05Z
2020-06-14T15:51:36Z
2020-06-14T14:56:37Z
MEMBER
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pandas\core\nanops.py:565: error: Item "bool" of "Union[bool, Any]" has no attribute "any"
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34,690
DOC: Add note about shallow clones in contributing guide
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2020-06-10T13:48:43Z
2020-06-10T14:54:15Z
2020-06-10T14:54:15Z
CONTRIBUTOR
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- [ ] closes #xxxx - [X] tests added / passed - [X] passes `black pandas` - [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry I didn't open a new issue for this, let me know if I should, I'll gladly do it (I got the impression that that's not mandatory by reading the contrib...
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BUG: Unpredictable behaviour of `Series.replace` when filling with `None` values.
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NONE
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Code Sample, a copy-pastable example ```python df = pd.DataFrame({'A': [1, ...
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TYP: check_untyped_defs pandas.core.resample
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2020-06-13T18:49:41Z
2020-06-13T18:25:54Z
MEMBER
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pandas\core\resample.py:969: error: Too many arguments for "__init__" of "object" pandas\core\resample.py:1572: error: "DatetimeIndex" has no attribute "tzinfo" pandas\core\resample.py:1573: error: "DatetimeIndex" has no attribute "tzinfo" pandas\core\resample.py:1585: error: "PeriodIndex" has no attribute "asfreq";...
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34,693
DOC: combine with None at same position in both dataframes
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8
2020-06-10T14:37:09Z
2020-07-03T07:00:46Z
null
CONTRIBUTOR
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#### Location of the documentation https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.combine.html #### Documentation problem The fourth example states: > However, if the same element in both dataframes is None, that None is preserved In the code sample to illustrate this, however, `...
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DOC: updated doctorings for SS06 errors
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2020-06-10T14:37:45Z
2020-06-11T16:50:02Z
2020-06-11T16:50:02Z
CONTRIBUTOR
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TYP: check_untyped_defs pandas.io.json._table_schema
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2020-06-10T14:39:23Z
2020-06-14T09:51:51Z
2020-06-14T09:51:40Z
MEMBER
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pandas\io\json\_table_schema.py:112: error: Incompatible types in assignment (expression has type "Dict[str, List[Any]]", target has type "str") pandas\io\json\_table_schema.py:264: error: Incompatible types in assignment (expression has type "str", target has type "List[Any]")
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ENH: DataFrame or Series to code
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2020-06-10T14:44:33Z
2020-06-12T01:16:02Z
2020-06-12T01:16:02Z
NONE
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**Request** Have a method to transform a pandas object to code. **Example** The given situation `given_df = pd.DataFrame({"a": [1, 2], "b": pd.to_datetime(["2019-01-01", "2019-12-31"]), "c": ["a", "b"]})` Call to the method : `code_...
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TYP: type annotations for read_sas
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QST: should pandas series isin raise an exception with a nested sequence?
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2020-06-10T15:18:06Z
2020-06-10T16:34:24Z
2020-06-10T16:12:26Z
NONE
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- [x ] I have searched the [[pandas] tag](https://stackoverflow.com/questions/tagged/pandas) on StackOverflow for similar questions. - [ x] I have asked my usage related question on [StackOverflow](https://stackoverflow.com). --- #### Question about pandas Using a nested structure in series isin() does not ra...
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34,699
BUG: GH34677 Roll forward asv benchmark environment to py3.8
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2020-06-10T16:18:40Z
2020-07-17T20:14:27Z
2020-07-17T20:14:19Z
CONTRIBUTOR
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Partially closes #34677
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CLN: remove usages of base_and_stride
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The next (hopefully last) step after this is to move Resolution to dtypes.pyx and de-duplicate it with FreqGroup.
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2020-06-10T17:13:56Z
2020-08-21T17:05:15Z
2020-06-10T18:59:01Z
NONE
null
- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Code Sample, a copy-pastable example ```python import pandas as pd df ...
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34,703
CLN: disallow tuple in to_offset
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2020-06-10T17:48:15Z
2020-06-15T01:14:28Z
2020-06-15T00:57:17Z
MEMBER
null
This is technically an API change, but AFAICT this isnt documented behavior anywhere.
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34,704
BUG: CI builds failing at compilation of _sas
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2020-06-10T17:58:18Z
2020-06-14T15:57:50Z
2020-06-14T15:57:50Z
CONTRIBUTOR
null
- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28...
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34,705
TST: Add test for rolling window, see GH 34605
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2020-06-10T19:07:27Z
2020-06-15T12:53:22Z
2020-06-15T12:53:18Z
CONTRIBUTOR
null
- [X] closes #34605 - [X] tests added / passed - [X] passes `black pandas` - [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry Dear maintainers, I'm opening this PR to address issue #34605. ~I've made the test conditional to Python 3.8 as I'm using the positional only...
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34,706
ENH: implement pd.Series.corr(method="polychoric")
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2020-06-10T21:17:15Z
2021-08-08T00:31:46Z
2021-08-08T00:31:46Z
NONE
null
I wish I could use pandas to calculate the polychoric correlation for ordinal variables. According to the literature, the polychronic correlation presents really good results. Compare to Spearman correlation it performs better on n > 1000 number of samples. I couldn't find an easy way to use it in python. In R the...
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PERF: is_date_array_normalized
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2020-06-10T21:57:37Z
2020-06-14T15:09:14Z
2020-06-14T14:13:47Z
MEMBER
null
Same optimization we made in normalize_i8_timestamps the other day.
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BUG: DataFrame.unstack on non-consolidated frame
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2020-06-10T22:15:53Z
2020-06-14T14:13:01Z
2020-06-14T14:13:01Z
MEMBER
null
``` df = pd.DataFrame({"x": [1, 2, np.NaN], "y": [3.0, 4, np.NaN]}) df2 = df[["x"]] df2["y"] = df["y"] assert len(df2._mgr.blocks) == 2 >>> df2.unstack() Traceback (most recent call last): File "<stdin>", line 1, in <module> File "pandas/core/frame.py", line 7031, in unstack return unstack(self, le...
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BUG: DataFrame.unstack with non-consolidated
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2020-06-11T00:32:04Z
2020-06-14T15:10:18Z
2020-06-14T14:13:01Z
MEMBER
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- [x] closes #34708 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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34,710
ENH: Writing a DataFrame to Excel with `XlsxWriter` in constant_memory mode requires row-by-row writes
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2020-06-11T09:54:33Z
2021-02-18T19:23:11Z
null
NONE
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#### Is your feature request related to a problem? When writing large DataFrames to an Excel file using `XlsxWriter`, one can use the `options={'constant_memory': True}` keyword arguments. However, [per the documentation](https://xlsxwriter.readthedocs.io/workbook.html#constructor): **once this mode is active, data...
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BLD: Pin cython for 37-locale build
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2020-06-11T13:47:58Z
2020-06-15T16:17:38Z
2020-06-11T15:26:58Z
CONTRIBUTOR
null
Seeing if this resolves the build failure. xref https://github.com/pandas-dev/pandas/issues/34704
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34,712
Make Cython in numpydev config Consistent
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2020-06-11T15:42:14Z
2020-06-11T21:41:45Z
2020-06-11T21:41:45Z
MEMBER
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Follow up to #34711 and just matching the other config files. Not sure generally if we should be specifying here and in higher level configs as may be ambiguous as to what Cython version gets installed, but going with the quick patch for now
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637,176,477
MDExOlB1bGxSZXF1ZXN0NDMzMjExOTg4
34,713
DOC: updated core/indexes/base.py for SS06 errors
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2020-06-11T16:54:01Z
2020-06-12T21:51:07Z
2020-06-12T21:00:56Z
CONTRIBUTOR
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637,209,785
MDU6SXNzdWU2MzcyMDk3ODU=
34,714
REF: BlockManager.apply_allow_failures
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2020-06-11T17:43:39Z
2020-09-03T02:56:33Z
2020-09-03T02:56:33Z
MEMBER
null
cc @mroeschke w/r/t rolling `._apply`, @WillAyd w/r/t `_cython_agg_blocks`, and anyone else w/r/t `DataFrame._reduce`with `numeric_only=None`, `apply.FrameApply` with `ignore_failures=True`. All of these do something along the lines of: ``` results = [] exclude = [] for i, block in enumerate(mgr.blocks): ...
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34,715
DOC: updated core/groupby/generic.py for SS06 errors
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34,716
DOC: updated pandas/core/series.py for SS06 errors
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