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https://api.github.com/repos/pandas-dev/pandas/issues/24513 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24513/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24513/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24513/events | https://github.com/pandas-dev/pandas/pull/24513 | 394,968,407 | MDExOlB1bGxSZXF1ZXN0MjQxNTU1MDU5 | 24,513 | TST: Fixing bug in skipping db tests by default | {
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Reported in #24485#issuecomment-450600185
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```
def _reduce(self, name, axis=0, skipna=True, **kwargs):
```
the base class has
```
def _reduce(self, name, skipna=True, **kwargs):
```
Any reason to include axis=0 there? | {
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replace use of `patch` from `testing.py` with `pytest` builtin fixture `monkeypatch` | {
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To do this, we have to make _eadata not-a-property for the time being.
Also make... | {
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Raising this issue to gauge whether we should outright remove it or deprecate this file since its technically public in `io`
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"followers_url": "https://api.github... | 5 | 2018-12-31T19:41:22Z | 2019-01-01T18:41:52Z | 2019-01-01T16:17:17Z | MEMBER | null | Removes the `DeprecationWarning` raised by `dateutil` because it's a private class.
Implementation taken from the following PR:
https://github.com/dateutil/dateutil/pull/732
Closes #21322.
cc @pganssle | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24521 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24521/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24521/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24521/events | https://github.com/pandas-dev/pandas/pull/24521 | 395,026,585 | MDExOlB1bGxSZXF1ZXN0MjQxNTk3NDE1 | 24,521 | ENH: Add sort parameter to set operations for some Indexes and adjust… | {
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- [ ] Progress towards #24471
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
This PR makes some progress towards adding a ``sort`` parameter with a default of ``True`` to the set operations (``union``, ``intersection``, ``difference`... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24522 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24522/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24522/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24522/events | https://github.com/pandas-dev/pandas/pull/24522 | 395,030,117 | MDExOlB1bGxSZXF1ZXN0MjQxNjAwMDM2 | 24,522 | REF/TST: use monkeypatch in mock clipboard fixture | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24523 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24523/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24523/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24523/events | https://github.com/pandas-dev/pandas/pull/24523 | 395,030,271 | MDExOlB1bGxSZXF1ZXN0MjQxNjAwMTQ4 | 24,523 | DOC: Make sphinx fail the build when --warnings-are-errors is set | {
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"followers_url": "https://api.github... | 3 | 2018-12-31T20:49:21Z | 2018-12-31T23:17:51Z | 2018-12-31T23:17:49Z | MEMBER | null | xref #22743
We already had an option `--warnings-are-errors` in `doc/make.py`, but it was making the doc build cancel after the first warning was found, generating a Python exception. Changed to finish the build, and not raise any error, but exit with 1.
Also, when building a single document, ignore the broken r... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24525 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24525/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24525/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24525/events | https://github.com/pandas-dev/pandas/issues/24525 | 395,043,405 | MDU6SXNzdWUzOTUwNDM0MDU= | 24,525 | DOC: warnings from doc-strings for deprecated functions | {
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"followers_url": "https://api.github... | 2 | 2019-01-01T00:02:40Z | 2019-01-05T17:31:42Z | 2019-01-05T17:31:42Z | CONTRIBUTOR | null | various warnings we should fix by fixing the doc-strings (e.g. for clip_upper change to using clip in the examples
```
Validate docstrings (GL06, GL07, GL09, SS04, PR03, PR05, EX04)
ci/../scripts/validate_docstrings.py:764: PerformanceWarning: indexing past lexsort depth may impact performance.
errs, wrns, exam... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24526 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24526/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24526/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24526/events | https://github.com/pandas-dev/pandas/issues/24526 | 395,043,748 | MDU6SXNzdWUzOTUwNDM3NDg= | 24,526 | DOC: code_checks patterns does not ignore .c files | {
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get a bunch of errors like this
```
....
pandas/_libs/tslib.c:32200:Tailing whitespaces found: *
pandas/_libs/tslib.c:32201:Tailing whitespaces found: *
pandas/_libs/tslib.c:32211:Tailing whitespaces found: *
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https://api.github.com/repos/pandas-dev/pandas/issues/24528 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24528/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24528/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24528/events | https://github.com/pandas-dev/pandas/issues/24528 | 395,098,425 | MDU6SXNzdWUzOTUwOTg0MjU= | 24,528 | CI: db option is skipping lots of tests | {
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there are NO tests running! @datapythonista | {
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reverts behavior in #24485
canonical way to run tests is ``test_fast.sh`` (or can also specify ``-m 'not single'`` (or ``--skip-db``) | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24530 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24530/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24530/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24530/events | https://github.com/pandas-dev/pandas/pull/24530 | 395,099,568 | MDExOlB1bGxSZXF1ZXN0MjQxNjQzNTQ3 | 24,530 | Run isort | {
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"followers_url": "https://api.github... | 4 | 2019-01-01T17:28:42Z | 2019-01-02T20:25:43Z | 2019-01-01T20:07:08Z | CONTRIBUTOR | null | - [ ] xref #23334
- [x] tests added / passed `pytest pandas/tests/frame/test_*`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
Run `isort -rc pandas/tests/frame`
| {
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https://api.github.com/repos/pandas-dev/pandas/issues/24531 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24531/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24531/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24531/events | https://github.com/pandas-dev/pandas/pull/24531 | 395,100,586 | MDExOlB1bGxSZXF1ZXN0MjQxNjQ0MjAx | 24,531 | Run isort on tests/indexes | {
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"followers_url": "https://api.github... | 3 | 2019-01-01T17:45:32Z | 2019-01-02T20:25:47Z | 2019-01-01T18:19:21Z | CONTRIBUTOR | null | - [ ] xref #23334
- [ ] tests added / passed
* `pytest pandas/tests/indexes/interval/test_*`
* `pytest pandas/tests/indexes/timedeltas/test_*`
* `pytest pandas/tests/indexes/multi/test_*`
* `pytest pandas/tests/indexes/test_*`
- [ ] passes `git diff upstream/master -u -- "*... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24532 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24532/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24532/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24532/events | https://github.com/pandas-dev/pandas/pull/24532 | 395,102,112 | MDExOlB1bGxSZXF1ZXN0MjQxNjQ1MDgx | 24,532 | Run isort at pandas/tests/io | {
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- [ ] tests added / passed
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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https://api.github.com/repos/pandas-dev/pandas/issues/24533 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24533/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24533/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24533/events | https://github.com/pandas-dev/pandas/pull/24533 | 395,102,666 | MDExOlB1bGxSZXF1ZXN0MjQxNjQ1NDE1 | 24,533 | CLN: Refactor some sorting code in Index set operations | {
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"followers_url": "https://api.github... | 3 | 2019-01-01T18:20:57Z | 2019-01-01T20:07:26Z | 2019-01-01T20:07:23Z | CONTRIBUTOR | null | - [ ] Related to #24521
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
This is a pre-cursor to #24521 and cleans up some of the sorting code in set operations on ``Index``. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24534 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24534/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24534/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24534/events | https://github.com/pandas-dev/pandas/pull/24534 | 395,102,891 | MDExOlB1bGxSZXF1ZXN0MjQxNjQ1NTU4 | 24,534 | Make DTI[tz]._values and Series[tz]._values return DTA | {
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I think the edits in core.dtypes.concat are unrelated, but they are correct regardless and easy to trim a few more lines off the diff.
The edit in tests.indexing.test_coercion was needed during troubleshooting, decided to keep it. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24535 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24535/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24535/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24535/events | https://github.com/pandas-dev/pandas/issues/24535 | 395,104,153 | MDU6SXNzdWUzOTUxMDQxNTM= | 24,535 | docstring templates not being filled | {
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"followers_url": "https://api.github... | 2 | 2019-01-01T18:48:08Z | 2019-01-03T12:18:45Z | 2019-01-03T12:18:45Z | MEMBER | null | ```
>>> print(pd.DatetimeIndex.fillna.__doc__)
Fill NA/NaN values with the specified value
Parameters
----------
value : scalar
Scalar value to use to fill holes (e.g. 0).
This value cannot be a list-likes.
downcast : dict, default is None
a dict of item->dtype of what to downcast if possible,
... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24536 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24536/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24536/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24536/events | https://github.com/pandas-dev/pandas/pull/24536 | 395,106,912 | MDExOlB1bGxSZXF1ZXN0MjQxNjQ3ODY5 | 24,536 | implement fillna from 24024, with fixes and tests | {
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"followers_url": "https://api.github... | 5 | 2019-01-01T19:36:10Z | 2019-01-01T23:14:41Z | 2019-01-01T22:52:51Z | MEMBER | null | cc @jreback @TomAugspurger
couple of issues with `fillna` needed sorting out
- The DTA version was operating in-place (fixed+tested)
- The TDA version would raise because it wasn't supported in core.missing (fixed+tested)
- The DTA[tz] version would incorrectly re-localize using the existing constructors, i.e.... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24537 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24537/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24537/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24537/events | https://github.com/pandas-dev/pandas/issues/24537 | 395,107,351 | MDU6SXNzdWUzOTUxMDczNTE= | 24,537 | Float conversion makes fillna lossy | {
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"de... | open | false | null | [] | null | 6 | 2019-01-01T19:44:15Z | 2021-07-06T04:34:16Z | null | MEMBER | null | For int64 data near the int64 implementation bounds, `astype('float64')` or `ensure_float64` is lossy. The motivating case is `PeriodArray.fillna`
```
dti = pd.date_range(pd.Timestamp.max - pd.Timedelta(nanoseconds=10), periods=5, freq='ns')
pi = dti.to_period('ns')
parr = pi._data
parr[2] = pd.NaT
>>> parr.... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24539 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24539/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24539/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24539/events | https://github.com/pandas-dev/pandas/issues/24539 | 395,111,810 | MDU6SXNzdWUzOTUxMTE4MTA= | 24,539 | sequence_to_dt64ns doesn't handle non-ndarray sequences with a dtype | {
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```python
In [21]: import xarray as xr
In [22]: import pandas as pd; import numpy as np
In [23]: arr = xr.DataArray(pd.date_range('2000', periods=4).to_numpy())
In [24]: pd.core.arrays.datetimes.sequence_to_dt64ns(arr)
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changes _holder from DTI/TDI to DTA/TDA, pretty much all the diff from blocks.internals and core.dtypes
Not yet green locally, but I'm presenting this as a viable alternative to the all-at-once still in #24024 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24541 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24541/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24541/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24541/events | https://github.com/pandas-dev/pandas/pull/24541 | 395,126,017 | MDExOlB1bGxSZXF1ZXN0MjQxNjU5NDI2 | 24,541 | CLN: use idiomatic pandas_dtypes in pandas/dtypes/common.py | {
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Some benchmarks of ``pandas_dtype`` construction from a dtype object & strings, only thing slightly suprising is ``Period[D]``
```
[ 87.50%] ··· ============================================ =============
dtype
-------... | {
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Datetime w/tz
--------------
I think this should work
```
In [16]: df = pd.DataFrame({'Int': pd.Series([1, 2, 3], dtype='Int64'), 'Date': pd.date_range('20180101', periods=3, tz='US/Eastern')})
...:
In [17]: df.dtypes
Out[17]:
Int Int64
Date datetime64[ns, US... | {
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the only substantive change is adding a test specifically for constructing a DatetimeArray from a PandasArray. | {
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- [x] to_html #23788
- [ ] to_csv #24840
- [ ] to_string
- [ ] to_latex
- [ ] other output formatting methods to be checked. | {
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- [x] xref #24546
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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```python
import pandas as pd
pd.read_sas('/tmp/foo')
```
Output (`/tmp/foo` does not have to exist):
```python
---------------------------------------------------------------------------
AttributeError Traceback (most recent... | {
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- [ ] tests added / passed
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... | open | false | null | [] | null | 5 | 2019-01-02T16:09:22Z | 2020-09-21T23:53:40Z | null | CONTRIBUTOR | null | What's the expected output here?
```python
In [16]: i = pd.date_range('20130101', periods=3, tz='US/Eastern')
In [17]: i2 = pd.Index([pd.NaT, pd.NaT] + i[2:].tolist())
In [18]: i.where(pd.notna(i2), i2)
Out[18]: DatetimeIndex(['NaT', 'NaT', '2013-01-03 00:00:00-05:00'], dtype='datetime64[ns, US/Eastern]', fr... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24556 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24556/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24556/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24556/events | https://github.com/pandas-dev/pandas/pull/24556 | 395,302,448 | MDExOlB1bGxSZXF1ZXN0MjQxNzg4ODk4 | 24,556 | POC: complete composition switchover | {
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This makes DTI._data a DTA and TDI._data a TDA, then goes through and changes stuff until the tests pass lo... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24557 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24557/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24557/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24557/events | https://github.com/pandas-dev/pandas/pull/24557 | 395,311,139 | MDExOlB1bGxSZXF1ZXN0MjQxNzk1Mzg2 | 24,557 | REF/TST: mixed use of mock/monkeypatch | {
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will need to check output of CI. | {
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DataFrame.select_dtypes() accepts strings including:
- ``datetimetz``
- ``datetime64tz``
- ``period`` (this is currently not-implemented).
These are non-standard names of dtypes, but not specific enough to the and should deprecated. An argument can be made that we should accept ``period`` to me... | {
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0.23.4
```python
In [2]: i8data = np.arange(5) * 3600 * 10**9
In [3]: pd.DatetimeIndex(i8data, tz="US/Central")
Out[3]:
DatetimeIndex(['1970-01-01 00:00:00-06:00', '1970-01-01 01:00:00-06:00',
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"followers_url": "https://api.github... | 5 | 2019-01-02T17:39:18Z | 2019-01-03T09:56:46Z | 2019-01-03T01:46:55Z | CONTRIBUTOR | null | Precursor to #24050 as requested from @jreback in review: https://github.com/pandas-dev/pandas/pull/24050/files#r243769223 / https://github.com/pandas-dev/pandas/pull/24050/files#r243769260
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- [ ] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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<details>
```diff
diff --git a/pandas/core/arrays/datetimes.py b/pandas/core/arrays/datetimes.py
index 8b0565a36..a7f8e303a 100644
--- a/pandas/core/arrays/datetimes.py
+++ b/p... | {
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https://dev.azure.com/pandas-dev/pandas/_build/results?buildId=6360
https://dev.azure.com/pandas-dev/pandas/_build/results?buildId=6368
https://dev.azure.com/pandas-dev/pandas/_build/results?buildId=6366
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https://api.github.com/repos/pandas-dev/pandas/issues/24565 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24565/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24565/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24565/events | https://github.com/pandas-dev/pandas/issues/24565 | 395,345,065 | MDU6SXNzdWUzOTUzNDUwNjU= | 24,565 | Remove DatetimeIndexOpsMixin._eadata | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24566 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24566/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24566/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24566/events | https://github.com/pandas-dev/pandas/issues/24566 | 395,352,884 | MDU6SXNzdWUzOTUzNTI4ODQ= | 24,566 | DISC: Remove DTA/TDA/PA `freq` | {
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Without `freq` going into the constructors, DTA/TDA/PA would all just n... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24567 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24567/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24567/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24567/events | https://github.com/pandas-dev/pandas/issues/24567 | 395,353,495 | MDU6SXNzdWUzOTUzNTM0OTU= | 24,567 | DatetimeArray constructors | {
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What do we want out of our init? I'd like the following constraints:
1. `data` is never copied unless explicitly requested with `copy=True`. The values in `data` are never coerced. This m... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24568 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24568/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24568/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24568/events | https://github.com/pandas-dev/pandas/issues/24568 | 395,358,403 | MDU6SXNzdWUzOTUzNTg0MDM= | 24,568 | Add datetime, datetimetz, and timedelta inference to pd.array | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24569 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24569/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24569/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24569/events | https://github.com/pandas-dev/pandas/issues/24569 | 395,360,738 | MDU6SXNzdWUzOTUzNjA3Mzg= | 24,569 | DatetimeArray._from_sequence with mixture of tz-naive and tz-aware data. | {
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"followers_url": "https://api.github... | 3 | 2019-01-02T19:54:58Z | 2019-01-09T12:15:09Z | 2019-01-09T12:15:09Z | CONTRIBUTOR | null | This should probably raise
```python
In [1]: import pandas as pd; import numpy as np
In [2]: arr = np.array([pd.Timestamp('2000'), pd.Timestamp('2000', tz='CET')])
In [3]: pd.arrays.DatetimeArray._from_sequence(arr)
Out[3]:
<DatetimeArrayMixin>
['2000-01-01 01:00:00+01:00', '2000-01-01 00:00:00+01:00']
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https://api.github.com/repos/pandas-dev/pandas/issues/24570 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24570/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24570/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24570/events | https://github.com/pandas-dev/pandas/issues/24570 | 395,361,848 | MDU6SXNzdWUzOTUzNjE4NDg= | 24,570 | MultiIndex.__contains__ try-catch exception types too narrow | {
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```python
import pandas as pd
import numpy as np
tx = pd.timedelta_range('09:30:00','16:00:00', freq='30 min')
# ys is Series with MultiIndex, first level is Timedelta
ys = pd.DataFrame(np.random.randn(len(tx), 2), index=tx, columns = ('c0','c1')).set_index('c0', append=True)['c1']
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https://api.github.com/repos/pandas-dev/pandas/issues/24571 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24571/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24571/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24571/events | https://github.com/pandas-dev/pandas/pull/24571 | 395,365,030 | MDExOlB1bGxSZXF1ZXN0MjQxODM2MTcx | 24,571 | Added Datetime & Timedelta inference to array | {
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"followers_url": "https://api.github... | 4 | 2019-01-02T21:25:03Z | 2019-01-03T00:56:03Z | 2019-01-03T00:40:12Z | MEMBER | null | - [x] closes #22887
- [x] closes #11060
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
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Addresses a flake8 complaint in MultiIndex (no idea why it is only showing up locally) | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24574 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24574/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24574/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24574/events | https://github.com/pandas-dev/pandas/issues/24574 | 395,407,407 | MDU6SXNzdWUzOTU0MDc0MDc= | 24,574 | Masked arrays with hard masks don't read as missing | {
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"followers_url": "https://api.github... | 1 | 2019-01-02T22:54:35Z | 2019-01-04T00:24:22Z | 2019-01-04T00:24:22Z | CONTRIBUTOR | null | #### Code Sample, a copy-pastable example if possible
```python
arr = np.ma.array([1.0, 2.0], mask=[True, False], dtype='float64')
arr_hard = np.ma.array([1.0, 2.0], mask=[True, False], dtype='float64', hard_mask=True)
print(pd.DataFrame(arr))
print(pd.DataFrame(arr_hard))
```
Normal masked array:
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https://api.github.com/repos/pandas-dev/pandas/issues/24575 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24575/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24575/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24575/events | https://github.com/pandas-dev/pandas/pull/24575 | 395,422,314 | MDExOlB1bGxSZXF1ZXN0MjQxODgwMzE4 | 24,575 | REF: split pd.util.testing | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24576 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24576/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24576/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24576/events | https://github.com/pandas-dev/pandas/issues/24576 | 395,426,499 | MDU6SXNzdWUzOTU0MjY0OTk= | 24,576 | REF: use _unbox_scalar to de-duplicate TDA/DTA/PA comparison methods | {
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From DTA:
```
if isinstance(other, (datetime, np.datetime64, compat.string_types)):
if isinstance(other, (datetime, np.datetime64)):
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https://api.github.com/repos/pandas-dev/pandas/issues/24577 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24577/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24577/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24577/events | https://github.com/pandas-dev/pandas/pull/24577 | 395,431,972 | MDExOlB1bGxSZXF1ZXN0MjQxODg3NTA4 | 24,577 | DTA Followups - remove redundant methods | {
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"followers_url": "https://api.github... | 3 | 2019-01-03T01:23:36Z | 2019-01-03T02:31:39Z | 2019-01-03T02:25:08Z | MEMBER | null | Both arrays.datetimes and arrays.timedeltas have a `_to_m8` function. The timedeltas one is removed since it is unnecessary, the datetimes one is given a more accurate name `_to_M8`
A couple of unused funcs from `tm` are removed.
A test is parametrized. | {
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- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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https://api.github.com/repos/pandas-dev/pandas/issues/24579 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24579/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24579/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24579/events | https://github.com/pandas-dev/pandas/pull/24579 | 395,438,149 | MDExOlB1bGxSZXF1ZXN0MjQxODkyMDI2 | 24,579 | Fix import format at pandas/tests/io/arithmetic directory | {
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- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
Ran `isort --recursive pandas/tests/io/arithmetic` and then checked imports using `isort --recursive --check-only pandas/tests/io/arithmetic` | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24580 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24580/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24580/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24580/events | https://github.com/pandas-dev/pandas/pull/24580 | 395,438,628 | MDExOlB1bGxSZXF1ZXN0MjQxODkyMzU5 | 24,580 | Fix import format at pandas/tests/io/plotting directory | {
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- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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https://api.github.com/repos/pandas-dev/pandas/issues/24581 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24581/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24581/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24581/events | https://github.com/pandas-dev/pandas/pull/24581 | 395,441,755 | MDExOlB1bGxSZXF1ZXN0MjQxODk0NTIx | 24,581 | Support hard-masked numpy arrays | {
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- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
For the whatsnew entry, is this reasonable?
```rst
- :func:`DataFrame` and :func:`Series` now properly handle
numpy masked arrays with hardened masks. Previously, constructi... | {
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- [ ] tests added / passed
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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The cost is API clutter.
I'm of the opinion that EA should be as close as possible to a drop-in replacement for ndarray, (... | {
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- [x] tests added / passed
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Fixes the docstring template issue
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```python
exp_data = pd.DataFrame(columns=['a','b', 'c']); i=0
exp_data.loc[i] =['test',90,2.0];i+=1
exp_data.dtypes
a object
b object
c float64
dtype: object
#now when I want to plot it as a scatter I get an error:
exp_data.plot.scatter('... | {
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"followers_url": "https://api.github... | 6 | 2019-01-03T08:47:13Z | 2019-01-03T21:46:49Z | 2019-01-03T21:14:30Z | MEMBER | null | I was planning to correct individual files, but then I began to realize that the fixes were involving more and more files (was shifting tests around) in the directory, to the point that I just modified them all. 🙂 | {
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In addition, "Equivalent to `series divmod other`" and "See also: `Series.None`" look strange to me.
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... | 2 | 2019-01-03T13:58:08Z | 2019-01-05T17:19:12Z | null | NONE | null | #### Code Sample, a copy-pastable example if possible
```python
import pandas as pd
vals1 = pd.Series([1,1,2])
vals2 = pd.Series(['a', 'b', 'a'])
vals3 = pd.Series(pd.Categorical(['X', 'X', 'X',], categories=['X', 'Y']))
df = pd.concat([vals1, vals2, vals3], axis=1, keys=['L0', 'L1', 'L2'])
df.groupby(['L0',... | {
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```
In [7]: np.dtype('Int64')
/home/joris/miniconda3/envs/dev/bin/ipython:1: DeprecationWarning: Numeric-style type codes are deprecated and will re... | {
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"followers_url": "https://api.github... | 12 | 2019-01-03T17:55:54Z | 2019-12-30T20:16:47Z | 2019-01-05T14:51:12Z | CONTRIBUTOR | null | This deprecates the current behvior when converting tz-aware Series
or Index to an ndarray. Previously, we converted to M8[ns], throwing
away the timezone information. In the future, we will return an
object-dtype array filled with Timestamps, each of which has the correct
tz.
```python
In [1]: import pandas as... | {
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Two nested functions currently defined inside Block... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24600 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24600/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24600/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24600/events | https://github.com/pandas-dev/pandas/issues/24600 | 395,699,850 | MDU6SXNzdWUzOTU2OTk4NTA= | 24,600 | BUG: DataFrame[Sparse] quantile fails because SparseArray has no reshape | {
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```
ser = pd.Series([0., None, 1., 2.], dtype='Sparse[float]')
df = pd.DataFram... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24601 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24601/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24601/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24601/events | https://github.com/pandas-dev/pandas/pull/24601 | 395,712,584 | MDExOlB1bGxSZXF1ZXN0MjQyMTAxNDA5 | 24,601 | Rename DatetimeArray and TimedeltaArray | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24602 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24602/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24602/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24602/events | https://github.com/pandas-dev/pandas/pull/24602 | 395,717,522 | MDExOlB1bGxSZXF1ZXN0MjQyMTA1Mjcy | 24,602 | DOC: Update doc description for day_opt in offsets | {
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Placeholder issue for use of `np.searchsorted` in `pd._libs.tslibs.conversion.tz_convert_dst()` introduced in #22181 and modified in #24491. The latter indicates that the `iNaT` optimization comes at high cost for notnull data, but it's unclear at what fraction null should we attempt to opti... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24604 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24604/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24604/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24604/events | https://github.com/pandas-dev/pandas/pull/24604 | 395,738,389 | MDExOlB1bGxSZXF1ZXN0MjQyMTIxNjk2 | 24,604 | Fixed PeriodIndex._shallow_copy for i8 | {
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cc @jschendel | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24605 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24605/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24605/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24605/events | https://github.com/pandas-dev/pandas/pull/24605 | 395,773,360 | MDExOlB1bGxSZXF1ZXN0MjQyMTQ4ODM4 | 24,605 | 24024 follow-up: fix incorrectly accepting iNaT in validate_fill_value | {
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xref #23833, #23982 for overhaul of maybe_promote testing | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24606 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24606/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24606/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24606/events | https://github.com/pandas-dev/pandas/pull/24606 | 395,787,631 | MDExOlB1bGxSZXF1ZXN0MjQyMTU5Mzk2 | 24,606 | REF: dispatch Series.quantile to DataFrame, remove ScalarBlock | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24607 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24607/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24607/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24607/events | https://github.com/pandas-dev/pandas/issues/24607 | 395,799,782 | MDU6SXNzdWUzOTU3OTk3ODI= | 24,607 | DES: Should util.is_nan check for complex('nan')? | {
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import numpy as np
import pandas as pd
from pandas.plotting import autocorrelation_plot
import matplotlib.pyplot as plt
dr = pd.date_range(start='1984-01-01', end='1984-12-31')
df = pd.DataFrame(np.arange(len(dr)), index=dr, columns=["Values"])
autocorrelation_plot(df)
plt.show()
```
 bash-3.2$ pytest pandas/tests/dtypes/test_dtypes.py -k test_pickle
========================================================================================================================= test session starts ==========... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24611 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24611/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24611/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24611/events | https://github.com/pandas-dev/pandas/issues/24611 | 395,913,684 | MDU6SXNzdWUzOTU5MTM2ODQ= | 24,611 | TST: deprecation warnings | {
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"id": 127685,
"name": "Testing",
"node_id": "MDU6TGFiZWwxMjc2ODU=",
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},
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"d... | closed | false | null | [] | {
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"closed_issues": 2048,
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"followers_url": "https://api.github... | 7 | 2019-01-04T12:45:02Z | 2019-01-21T00:15:20Z | 2019-01-21T00:15:19Z | CONTRIBUTOR | null | ```
pandas/core/arrays/datetimes.py:1112
/home/travis/build/pandas-dev/pandas/pandas/core/arrays/datetimes.py:1112: UserWarning: Converting to PeriodArray/Index representation will drop timezone information.
"will drop timezone information.", UserWarning)
```
on master | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24612 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24612/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24612/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24612/events | https://github.com/pandas-dev/pandas/issues/24612 | 395,932,976 | MDU6SXNzdWUzOTU5MzI5NzY= | 24,612 | DOC: `applymap` calling on first column twice | {
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"description": null,
"id": 7171206... | closed | false | null | [] | {
"closed_at": "2019-01-26T00:51:26Z",
"closed_issues": 2048,
"created_at": "2018-03-29T12:00:12Z",
"creator": {
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"events_url": "https://api.github.com/users/jorisvandenbossche/events{/privacy}",
"followers_url": "https://api.github... | 2 | 2019-01-04T13:53:17Z | 2019-01-05T14:54:34Z | 2019-01-05T14:54:34Z | NONE | null | #### Code
```python
import pandas as pd
df=pd.DataFrame([[1,2,3],[4,5,6]])
df.index=['a','b'] #I was suspicious of the index
def bla(x):
print('Applying to:',x)
return x+1
df.applymap(bla)
```
#### Output
```python
Applying to: 1
Applying to: 4
Applying to: 1
Applying to: ... | {
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