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29,314
CLN: assorted cleanups
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MDU6SXNzdWU1MTU4MzgxNDI=
29,315
Fix SS03 Issues in Docstrings
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2019-11-01T00:25:34Z
2021-11-20T05:42:16Z
2021-11-20T05:42:16Z
CONTRIBUTOR
null
Running the following: ```scripts/validate_docstrings.py --errors=SS03``` returns the following instances of cases where the Summary doesn't end with a period. SS03 is one of the pending docstring-related errors as mentioned in #27977 - [ ] pandas.tseries.frequencies.to_offset: Summary does not end with a p...
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MDU6SXNzdWU1MTU4NTQyNDA=
29,316
iloc indexing ~10 times slower than direct column indexing +no documention of it
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2019-11-01T01:13:54Z
2019-11-01T11:20:48Z
2019-11-01T11:20:25Z
NONE
null
#### Code Sample, a copy-pastable example if possible Updated without yfinance as it was a lousy choice of example - requires only standard numpy and datetime. A DateTimeIndex exacerbates the time slowness. ```python import timeit timeit.timeit(stmt='for x in range(len(hist)): _ = hist.iloc[x].Col1', setup='import...
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MDExOlB1bGxSZXF1ZXN0MzM1MzEwMjk3
29,317
fix bugs cause replacer's dtype not respected
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2019-11-01T07:40:33Z
2019-11-20T05:26:02Z
2019-11-20T05:13:38Z
CONTRIBUTOR
null
- [x] closes #26632 - [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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CLN: Consistent imports - linting rules
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2019-11-01T08:22:31Z
2019-11-01T14:51:04Z
2019-11-01T14:50:59Z
CONTRIBUTOR
null
- [x] closes #29272 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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29,319
unable to install pandas on python 3.8 [win10]
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2019-11-01T09:15:36Z
2019-11-01T09:16:33Z
2019-11-01T09:16:33Z
NONE
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#### Problem description I am using the latest 3.8 python As you can see below, when I try to install pandas, I get an error. Could you please check #### commands ```cmd >python -V Python 3.8.0 >pip -V pip 19.0.3 from C:\Users\user\.virtualenvs\py38-.... >pip install pandas Collecting pandas ...
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29,320
Unable to install pandas on python 3.8 [Windows OS]
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2019-11-01T09:18:19Z
2019-11-04T11:00:54Z
2019-11-04T11:00:53Z
NONE
null
#### Problem description I am using the latest 3.8 python As you can see below, when I try to install pandas, I get an error. Could you please check #### commands ```cmd >python -V Python 3.8.0 >pip -V pip 19.0.3 from C:\Users\user\.virtualenvs\py38-.... >pip install pandas Collecting pandas ...
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MDU6SXNzdWU1MTYxMzM2NDc=
29,321
Pandas dataframe sub-setting returns NaN's when whole column matches fill value
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2019-11-01T14:06:36Z
2020-04-20T00:36:25Z
2020-04-20T00:36:24Z
NONE
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#### Code Sample, a copy-pastable example if possible ```python import random import numpy as np import multiprocessing as mp import pandas as pd TEST_LINES = 10 samezeroint = [0 for i in range(TEST_LINES)] sameoneint = [1 for i in range(TEST_LINES)] samezerofloat = [0.0 for i in range(TEST_LINES)]...
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MDExOlB1bGxSZXF1ZXN0MzM1NTE5MjA2
29,322
release gil more
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2019-11-01T16:58:09Z
2019-11-04T15:01:32Z
2019-11-04T14:59:30Z
MEMBER
null
cc @mroeschke since a lot of this touches libwindow
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pd.Series.apply can't be made to produce Series of expected dtype when base series is empty
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2019-11-06T23:14:40Z
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NONE
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#### Code Sample ```python df = pd.DataFrame(data=[3], columns=['colA'], dtype=int) print(df.colA.dtype) #> dtype('int64') # Here things are as expected. A `Series` of dtype=bool is produced res = df.colA.apply(lambda row: True) print(res.dtype) #> dtype('bool') df = pd.DataFrame(columns=['colA'], dtyp...
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516,290,045
MDExOlB1bGxSZXF1ZXN0MzM1NTY3ODM5
29,324
Pr09 batch 1
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2
2019-11-01T18:54:28Z
2020-01-06T16:47:26Z
2019-11-01T23:16:20Z
CONTRIBUTOR
null
fixing PR09 missing period formatting errors in various parameter descriptions. Subset of #28602, mainly functions with single parameter's missing periods that didn't make sense to open an entire issue for. I'm periodically updating the main issue for PR09 with the current list of errors remaining as they're re...
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516,329,552
MDU6SXNzdWU1MTYzMjk1NTI=
29,325
WEB: about/index has the extension wrong
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2
2019-11-01T20:27:09Z
2019-11-04T21:00:16Z
2019-11-04T21:00:16Z
MEMBER
null
xref: https://github.com/pandas-dev/pandas/issues/28580#issuecomment-548876428 Looks like the file `web/pandas/about/index.html` has the wrong extension `.html`, since it's a markdown file and should be `.md`. This is causing that the file is not rendered as html but left untouched in the website: https://dev.pandas...
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MDU6SXNzdWU1MTYzNDY5NTY=
29,326
df.to_hdf with mode='a' fails on external drive with IO Error
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3
2019-11-01T21:05:21Z
2021-07-22T05:54:39Z
2021-07-22T05:54:39Z
NONE
null
#### Code Sample, a copy-pastable example if possible ```python def store_data(self,table_path,data,append=True,data_columns=True): pathComps = table_path.split("/") table_name = pathComps[-1] dbPath = pathComps[0:-1] fullPath = os.path.join(self.databasePath,*dbPath) ...
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516,357,024
MDExOlB1bGxSZXF1ZXN0MzM1NjI0ODc0
29,327
CLN: fix mypy warnings/errors
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4
2019-11-01T21:31:05Z
2019-11-02T15:11:56Z
2019-11-02T14:25:57Z
MEMBER
null
When I run `mypy pandas` locally I get a handful of complaints. This fixes about half of them. The other half are about `FixedOffset` which IIRC we are handling elsewhere. cc @simonjayhawkins
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516,368,423
MDU6SXNzdWU1MTYzNjg0MjM=
29,328
TO_CSV Compression with dict arguement released in .25.0, but my Pandas .25.3 doesn't reflect source?
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7
2019-11-01T22:00:23Z
2019-11-04T13:50:14Z
2019-11-04T13:50:14Z
CONTRIBUTOR
null
Docstring for TO_CSV from my repo > compression : str, default 'infer' Compression mode among the following possible values: {'infer', 'gzip', 'bz2', 'zip', 'xz', None}. If 'infer' and `path_or_buf` is path-like, then detect compression from the following e...
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29,329
WEB: Fix extension of about/index
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5
2019-11-01T22:35:44Z
2019-11-04T23:09:41Z
2019-11-04T21:00:16Z
CONTRIBUTOR
null
- [✓] closes #29325 - [✓] whatsnew: the about/index.html file is now about/index.md
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MDU6SXNzdWU1MTY0MDQxODI=
29,330
conda env create --file environment.yaml Fails with strict channel_priority
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1
2019-11-01T23:49:33Z
2019-11-06T18:12:51Z
2019-11-06T18:12:51Z
MEMBER
null
Noticed this when rebuilding dev environment from scratch, but our current conda specification results in an UnsatisfiableError <details> ```sh $ conda env create -f environment.yml Collecting package metadata (repodata.json): done Solving environment: \ Found conflicts! Looking for incompatible packages. Th...
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29,331
REF: implement maybe_promote_scalar
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4
2019-11-02T00:19:48Z
2019-11-06T20:06:35Z
2019-11-06T20:06:25Z
MEMBER
null
Narrowing down the set of cases where we have to worry about a non-scalar fill_value. I'm pretty sure we can narrow it down further, but saving that for a separate step as it has some complications for EA corner cases. cc @jreback
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29,332
maybe_upcast_putmask: require other to be a scalar
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2019-11-02T00:56:50Z
2019-11-02T15:34:00Z
2019-11-02T15:32:05Z
MEMBER
null
ATM all places where we use `maybe_upcast_putmask` have `other` as a scalar. By making that into a requirement for the function, we can rule out the possibility of passing non-scalar other into `maybe_promote` (xref #29331). Note: there are some simplifications within maybe_upcast_putmask that this makes possible t...
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516,449,884
MDExOlB1bGxSZXF1ZXN0MzM1NzA1Mjkw
29,333
CLN: type annotations
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2019-11-02T03:03:05Z
2019-11-03T17:29:37Z
2019-11-03T16:38:18Z
MEMBER
null
Separating these out from the non-CLN work going on in/around these functions.
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MDExOlB1bGxSZXF1ZXN0MzM1NzA4NDg0
29,334
BUG: assignment to multiple columns when some column do not exist
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2019-11-02T03:19:42Z
2020-03-24T18:38:01Z
2020-03-14T20:31:22Z
CONTRIBUTOR
null
- [x] closes #13658 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry Previous PR: #26534 In particular, the following code now behaves correctly. ```python import pandas as pd df = pd.DataFrame({'a': [0, 1, 2]...
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516,487,611
MDExOlB1bGxSZXF1ZXN0MzM1NzM4MjQz
29,335
Remove FrozenNDArray
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2019-11-02T05:45:46Z
2020-05-13T19:12:59Z
2019-11-07T20:49:01Z
MEMBER
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- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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29,336
BUG: Categorical.from_codes should not warn on empty codes
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2019-11-02T09:08:09Z
2019-11-02T16:13:23Z
2019-11-02T15:36:34Z
CONTRIBUTOR
null
Empty codes should not warn about float codes: ```python >>> pd.Categorical.from_codes([], ['a', 'b', 'c']) C:\Users\TP\Miniconda3\envs\pandas-dev\Scripts\ipython:1: FutureWarning: float codes will be disallowed in the future and raise a ValueError ```
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29,337
CLN: clean indexes/multi.py
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2019-11-02T09:28:29Z
2019-11-02T11:02:01Z
2019-11-02T11:01:58Z
CONTRIBUTOR
null
Some minor clean-ups.
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29,338
TST: Adding to_dict numeric consistency test (#22620)
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2019-11-02T11:01:44Z
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CONTRIBUTOR
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- [x] closes #22620 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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29,339
TST: Test Series constructor with dict containing lists and explicit …
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2019-11-02T11:37:54Z
2019-11-02T14:23:57Z
2019-11-02T14:23:49Z
CONTRIBUTOR
null
Add test for series constructor with dict of list with explicit dtype. - closes #18625 - 1 test added / passed
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Fix mypy error messages in pandas/test/tseries/offsets/test_offsets.py
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2019-11-02T11:53:16Z
2019-11-07T20:50:18Z
2019-11-07T20:50:12Z
CONTRIBUTOR
null
Activate and fix mypy for test offsets - xref #28926 - [X] tests added / passed - [X] passes `black pandas` - [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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black==19.10b0 breaks CI
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2019-11-02T11:57:02Z
2019-11-17T15:42:39Z
2019-11-17T15:42:12Z
CONTRIBUTOR
null
#### Code Sampl ```bash black pandas ``` #### Problem description Currently if using `virtualenv` instead of conda, in `Python 3.7.4` and pip `pip 19.3.1` the requirements automatically install `black==19.10b0` which differs from the conda workflow which install the `black==19.3b0` version. #### Expected O...
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29,342
TST: add new test - check reindex() and astype() order consistency for Series
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2019-11-02T12:14:13Z
2019-11-02T14:21:15Z
2019-11-02T14:21:06Z
CONTRIBUTOR
null
check reindex() and astype() order consistency for Series - [x] closes #17444 - [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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29,343
TST: Test Groupby with Categoricals consistent for Series and DataFrame results
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2019-11-02T12:23:32Z
2019-11-02T14:17:39Z
2019-11-02T14:17:34Z
CONTRIBUTOR
null
- [ ] closes https://github.com/pandas-dev/pandas/issues/20416 - [ ] 1 test added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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29,344
TST: Test for Boolean Series with missing to Categorical dtype
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2019-11-02T12:30:06Z
2019-11-04T01:00:44Z
2019-11-02T20:12:28Z
CONTRIBUTOR
null
- [x] closes #19182 - [x] 1 test added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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29,345
ensure consistency between columns aggregates with missing values present
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2019-11-02T12:35:00Z
2019-11-02T14:09:44Z
2019-11-02T14:09:40Z
CONTRIBUTOR
null
- [x] closes #16832 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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TST: Adding styler applymap multindex & code test [Ref: #25858]
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2019-11-02T12:44:13Z
2019-11-05T20:57:49Z
2019-11-05T20:57:40Z
CONTRIBUTOR
null
- [x] closes #25858 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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29,347
Update contributing.rst
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2019-11-02T13:06:48Z
2019-11-02T14:15:55Z
2019-11-02T14:15:51Z
CONTRIBUTOR
null
Correct Docs path
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29,348
GH14422: BUG: to_numeric doesn't work uint64 numbers
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2019-11-02T13:07:14Z
2019-11-05T17:19:56Z
2019-11-05T17:19:53Z
CONTRIBUTOR
null
-closes #14422 -passes `black pandas` -added test test_downcast_uint64_exception()
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MDU6SXNzdWU1MTY1OTIyNDk=
29,349
Local test failure: TestMathNumExprPython.test_result_complex128
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2019-11-02T13:24:32Z
2020-04-19T22:09:25Z
2020-04-19T22:09:25Z
CONTRIBUTOR
null
When running the pytest suite, I get the following error locally. ``` _________________ TestMathNumExprPython.test_result_complex128 _________________ self = <pandas.tests.computation.test_eval.TestMathNumExprPython object at 0x1c1e588250> @td.skip_if_windows def test_result_complex128(self): ...
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Stable python 3.8.0
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2019-11-02T13:40:57Z
2019-11-02T16:09:16Z
2019-11-02T15:51:27Z
CONTRIBUTOR
null
Python 3.8.0 stable release is now available on travis https://travis-ci.community/t/add-python-3-8-support/5463 we can use it? The 3.8-dev snapshot seemed to cause some issues here: https://travis-ci.org/pandas-dev/pandas/jobs/606411398?utm_medium=notification&utm_source=github_status related - https://github.c...
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29,351
pin black, xref gh-29341
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2019-11-02T13:57:20Z
2019-11-04T16:28:05Z
2019-11-02T15:02:06Z
CONTRIBUTOR
null
xref #29341 pinning until we can update the codebase
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29,352
TST: Add test to check category dtype remains unchanged after concat.
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2019-11-02T14:22:46Z
2019-11-12T23:07:59Z
2019-11-12T23:07:55Z
CONTRIBUTOR
null
- closes #12007 - 1 tests added / passed
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29,353
BUG: Issue #29128 Series.var not returning the correct result
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2019-11-02T14:48:42Z
2019-11-19T04:24:04Z
2019-11-19T04:23:55Z
CONTRIBUTOR
null
- [ x ] closes #29128 - [ x ] tests added / passed - [ x ] passes `black pandas` - [ x ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ x ] whatsnew entry This PR closes https://github.com/pandas-dev/pandas/issues/29128
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Pv feature2
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2019-11-02T14:50:34Z
2019-11-03T01:42:36Z
2019-11-03T01:42:18Z
CONTRIBUTOR
null
- [x] closes #9113 - [x] tests added / passed - [x] passes `black pandas` - [x] new test added: test_replace_no_cast()
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TST: Test type issue fix in empty groupby from DataFrame with categorical
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2019-11-02T14:58:13Z
2019-11-13T01:57:24Z
2019-11-13T01:57:20Z
CONTRIBUTOR
null
TST: Test type issue fix in empty groupby from DataFrame with categorical closes #9614
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29,356
TST: new test for subset of a MultiIndex dtype
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2019-11-02T15:11:47Z
2019-11-16T22:06:14Z
2019-11-16T22:06:10Z
CONTRIBUTOR
null
Tried unsuccessfully reproducing Issue #20757 on pandas: 0.23.0 and 0.26.0.dev0+734.g0de99558b.dirty. That's why I decided to keep the input data from Issue #20757 unchanged. - [x] closes #20757 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --d...
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29,357
ensure consistent structure for groupby on index and column
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2019-11-02T15:18:30Z
2019-12-17T17:26:41Z
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CONTRIBUTOR
null
- [x] closes #17681 - [ ] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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29,358
TST: Apply method broken for empty integer series with datetime index
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2019-11-02T15:23:05Z
2019-11-02T19:51:13Z
2019-11-02T19:51:08Z
CONTRIBUTOR
null
I added a unit test for an edge case that was failing. Using the apply method on an empty integer series with a datetime index would throw an error. - [x] closes #21245 - [x] 1 test added - [x] passes pandas and flake8
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29,359
GH 16051: DataFrame.replace() overwrites when values are non-numeric
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2019-11-02T15:36:33Z
2019-11-04T16:55:03Z
2019-11-04T16:54:55Z
CONTRIBUTOR
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- [x] closes #16051 - [x] tests added and passed - [x] passes `black pandas` - [x] added new test test_replace_commutative
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CLN: requested follow-ups
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2019-11-02T16:10:56Z
2019-11-02T20:58:25Z
2019-11-02T19:48:23Z
MEMBER
null
Also use the new _validate_limit in two places in the non-cython code
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TYPING: scalar type that matches lib.is_scalar
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2019-11-02T16:12:39Z
2020-09-05T19:03:57Z
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MEMBER
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ATM pandas._typing has a `Scalar = Union[str, int, float, bool]`. It would be helpful to have a Scalar type that reflected the behavior of `lib.is_scalar`
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29,362
Disallow non-scalar fill_value in maybe_upcast
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2019-11-02T16:27:26Z
2019-11-04T14:59:25Z
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MEMBER
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Along with #29331 and #29332 this allows us to rule out non-scalar fill_value being passed to maybe_promote for _almost_ all cases, the last few of which we'll have to address individually. The restriction in `Block.shift` could be an API change if you squint and tilt your head. The assertion in masked_rec_array_...
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29,363
Add documentation linking to sqlalchemy
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CONTRIBUTOR
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- [x] closes #23086 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ n/a] whatsnew entry
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26302 add typing to assert star equal funcs
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2019-11-02T16:40:07Z
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CONTRIBUTOR
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- [X] closes #26302 - [X] passes `black pandas` - [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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Test added: uint64 multicolumn sort
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- [x] closes #9918 - [x] tests added / passed - [x] passes `black pandas` - [x] added test test_sort_multicolumn_uint64
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29213: Dataframe Constructor from List of List and non-iterables
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CONTRIBUTOR
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- [x] closes https://github.com/pandas-dev/pandas/issues/29213 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` --- ## What Whilst the original issue is from the factory method `DataFrame.from_dict(d, orient='index')`, the main issue is ...
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- [x] closes #17648 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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Fix pipe docs
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2019-11-02T17:30:12Z
2019-11-07T01:48:17Z
2019-11-06T17:51:05Z
CONTRIBUTOR
null
- [x] closes #27054 See the image below which highlights what i've done here ![image](https://user-images.githubusercontent.com/16733618/68074732-4f5e1b80-fd96-11e9-96ea-d2f40e07ee3e.png) `flake8-rst doc/source --filename=/getting_started/basics.rst` runs clean cc. @datapythonista to review
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29,369
GH:11670: possible bug when calculating mean of DataFrame?
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2019-11-02T17:39:28Z
2019-11-03T14:59:10Z
2019-11-03T14:59:06Z
CONTRIBUTOR
null
- [x] closes #11670 - [x] tests added / passed - [x] passes `black pandas` - [x] added test test_mean_mixed_string_float
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29,370
TST: Adding merge test for non-string columns [Ref 17962]
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2019-11-02T17:55:39Z
2019-11-03T21:23:12Z
2019-11-03T21:23:01Z
CONTRIBUTOR
null
- [x] closes #17962 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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MDExOlB1bGxSZXF1ZXN0MzM1OTAzMTEy
29,371
Update setup.py to https
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2019-11-02T18:08:06Z
2019-11-02T19:49:06Z
2019-11-02T19:49:01Z
CONTRIBUTOR
null
Avoids a redirect in browser when clicking these links.
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29,372
TST: new test for str to small float conversion dtype
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2019-11-02T18:40:16Z
2019-11-03T21:22:30Z
2019-11-03T21:22:19Z
CONTRIBUTOR
null
- [x] closes #20388 - [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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29,373
Add documentation linking to sqlalchemy
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2019-11-02T19:16:28Z
2019-11-22T16:19:34Z
2019-11-22T16:19:28Z
CONTRIBUTOR
null
- [x] closes #23086 - [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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29,374
Updated index links for 0.25.3
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2019-11-02T19:44:11Z
2019-11-14T16:20:20Z
2019-11-08T16:27:25Z
MEMBER
null
I think this was supposed to be updated for the release. Might need to retag after repush docs after this @TomAugspurger
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29,375
Deprecate using `xlrd` engine
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2019-11-02T20:20:11Z
2020-04-22T03:56:01Z
2020-04-22T03:56:00Z
CONTRIBUTOR
null
- [x] closes #28547 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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29,376
TST: new test for sort index when Nan in other axis.
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2019-11-02T20:45:37Z
2020-01-01T18:33:43Z
2020-01-01T18:33:42Z
NONE
null
closes #12261 test added / passed passes black pandas
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CLN: deprivatize factorize_from_iterable
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2019-11-02T21:26:57Z
2019-11-03T22:11:47Z
2019-11-03T22:11:43Z
CONTRIBUTOR
null
Deprivatize ``_factorize_from_iterable`` and ``_factorize_from_iterables``
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29,378
TST: new test for incorrect series assignment
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2019-11-03T00:41:52Z
2019-11-07T22:13:43Z
2019-11-07T22:13:28Z
CONTRIBUTOR
null
- [x] closes #14525 - [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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29,379
Fixes typo
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CLN: Remove unused _isfinite, make_axis_dummies
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MemoryError when using `.drop_duplicates()`
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2019-11-03T05:26:31Z
2019-11-04T04:58:16Z
2019-11-04T04:58:15Z
NONE
null
#### Code Sample, a copy-pastable example if possible Calling `.drop_duplicates()` on a large dataframe say of over 1 million rows with sufficient duplicate values should suffice #### Problem description I have a very large data frame object ( a little less than 10 million rows). It has 5 columns, most of which at t...
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resample using for subsample will regards NaN as zeros with sum
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2019-11-03T12:53:41Z
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#### Problem description I found the `resample` for subsampling to aggregate would take NaN(`np.nan`) as zero. I have seen the similar question in [Handling NaN during resampling #22065](https://github.com/pandas-dev/pandas/issues/22065) I use `.sum()`, `.sum(skipna=False)`, `.apply(np.sum)`, and my funct...
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Series repr html only
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2019-11-03T15:31:41Z
2020-09-11T17:22:03Z
2020-09-10T18:56:28Z
NONE
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- [x] closes #5563 - [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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REF: move safe_sort to algos to avoid private/circular dependencies
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MEMBER
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safe_sort uses private functions from core.algorithms and is runtime-imported into core.algorithms. It also doesn't use _anything_ else defined in core.sorting. This move cleans up the dependency structure, in particular is a step towards getting #29133 working.
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REF: simplify core.algorithms, reshape.cut
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DOC: Added --no-use-pep517 flag to the developer guide.
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- [x] closes #28633 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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DOC: Added the flag "--no-use-pep517" to contrib guide.
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2019-11-03T21:19:14Z
2019-11-04T13:42:42Z
2019-11-04T13:42:42Z
MEMBER
null
- [x] closes #28633
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29,388
API: drop kwargs from Series.dropna, add explicit `how` parameter
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2019-11-03T21:54:23Z
2019-11-04T19:58:52Z
2019-11-04T19:58:48Z
CONTRIBUTOR
null
Using ``**kwargs`` gave false type hints on what the dropna method could take for arguments, and supplying anything but ``how`` raised a TypeError already.
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29,389
CLN core.groupby
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2019-11-03T22:18:33Z
2019-11-04T14:55:19Z
2019-11-04T13:38:04Z
MEMBER
null
Broken off from local branches doing non-CLN work. Foreshadowing: some of the TypeErrors we are catching are being caused by `self.axis` not being an Index instead of an int in some cases.
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29,390
changing docstring for to_csv compression to 1.0.0
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2019-11-04T00:06:07Z
2019-11-04T13:50:14Z
2019-11-04T13:50:14Z
CONTRIBUTOR
null
- closes #29328 - Just updating doc-string for to_csv() compression.
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Fix: DataFrame.append with empty list raises IndexError
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2019-11-04T00:17:03Z
2019-11-04T00:22:31Z
2019-11-04T00:22:31Z
CONTRIBUTOR
null
- [x] closes #28769 - [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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TST: Test DataFrame.rolling with window as string
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2019-11-04T02:51:56Z
2019-11-04T23:56:07Z
2019-11-04T22:10:32Z
MEMBER
null
Closes https://github.com/pandas-dev/pandas/issues/22590
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BUG: GH25495 incorrect dtype when using .loc to set Categorical value for column in 1-row DataFrame
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2019-11-04T09:25:45Z
2020-01-28T15:29:45Z
2020-01-27T12:34:43Z
CONTRIBUTOR
null
- [x] closes https://github.com/pandas-dev/pandas/issues/25495 - [x] 1 test added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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DataFrame.select_dtypes include/exclude "int" not recognized.
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MEMBER
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#### Code Sample, a copy-pastable example if possible code sample from DataFrame.select_dtypes docstring ```python >>> import pandas as pd >>> >>> pd.__version__ '0.26.0.dev0+767.gb3490cbd9' >>> >>> df = pd.DataFrame({"a": [1, 2] * 3, "b": [True, False] * 3, "c": [1.0, 2.0] * 3}) >>> df a b c ...
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DOC: remove okwarning once pyarrow 0.12 is released
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2019-11-04T14:05:01Z
2019-11-04T14:53:10Z
2019-11-04T14:53:10Z
CONTRIBUTOR
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- [x] closes #24617 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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PR09 Batch 2
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2
2019-11-04T14:58:19Z
2020-01-06T16:47:02Z
2019-11-04T16:11:23Z
CONTRIBUTOR
null
Another batch of commits for #28602. Also fixes a few summary formatting errors and PR08 capitalization errors.
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517,286,694
MDU6SXNzdWU1MTcyODY2OTQ=
29,397
Style problem using Styler.set_table_styles
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8
2019-11-04T17:08:22Z
2020-08-31T15:17:46Z
2020-08-31T15:17:45Z
NONE
null
I am using the pd.Styler to style tables and render a HTML/CSS code from him. But this python code has some problems: ```python import pandas as pd x = [0, 1] y = [0, 1] data = [[2, 3], [5, 6]] df = pd.DataFrame(data, index=x, columns=y) def detailedTableConfig(): table = { "border-col...
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517,322,779
MDU6SXNzdWU1MTczMjI3Nzk=
29,398
stable docs show dirty version number
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3
2019-11-04T18:21:22Z
2019-11-10T13:07:19Z
2019-11-09T20:26:47Z
MEMBER
null
![image](https://user-images.githubusercontent.com/13159005/68146383-c7ac1480-ff2f-11e9-9154-c0a98b13520a.png) https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.reindex.html
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517,338,390
MDU6SXNzdWU1MTczMzgzOTA=
29,399
DOC: ImportError: No module named pandas
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7
2019-11-04T18:56:20Z
2021-06-23T12:16:05Z
2020-02-12T01:16:30Z
MEMBER
spam
Looks like #11604 is our most visited page on GitHub after the home (it's got half of the visits of the home, see "Popular content" in https://github.com/pandas-dev/pandas/graphs/traffic). Someone recommended `sudo pip3 install pandas`, and I guess a person having that error will google it, read that issue and end u...
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MDExOlB1bGxSZXF1ZXN0MzM2NDk0MzU4
29,400
REF: implement first_valid_index in core.missing
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1
2019-11-04T21:43:44Z
2019-11-05T17:47:01Z
2019-11-05T17:13:17Z
MEMBER
null
The implementation here operates on the values (ndarray or EA) instead of on the Series/DataFrame. This lets us avoid a runtime import of Series, so core.missing joins the Simple Dependencies Club.
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517,430,130
MDExOlB1bGxSZXF1ZXN0MzM2NTAxNDA4
29,401
removing kendall tests
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10
2019-11-04T22:02:52Z
2019-12-05T16:35:52Z
2019-12-05T16:35:46Z
CONTRIBUTOR
null
closes #29270 Following is the output after removing "kendall" ``` · Creating environments · Discovering benchmarks ·· Uninstalling from conda-py3.6-Cython-matplotlib-numexpr-numpy-odfpy-openpyxl-pytables-pytest-scipy-sqlalchemy-xlrd-xlsxwriter-xlwt ·· Building cd59acf5 <fix-kendall-issues> for conda-py3.6-C...
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517,439,156
MDExOlB1bGxSZXF1ZXN0MzM2NTA4OTI5
29,402
API: rename labels to codes in core/groupby
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3
2019-11-04T22:24:21Z
2019-11-07T01:34:51Z
2019-11-07T01:34:47Z
CONTRIBUTOR
null
This PR renames the various ``*label*`` names in core/groupby to like-named ``*codes*``. I think the name ``label`` can be confused by the single values in a index, and ``codes`` sound smore like an array of ints, so by renaming we get a cleaner nomenclature, IMO. All these attributes/methods are internal, so no ...
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517,444,943
MDU6SXNzdWU1MTc0NDQ5NDM=
29,403
pd.to_datetime should_cache errors with deque
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3
2019-11-04T22:38:36Z
2019-12-15T22:11:58Z
2019-12-15T22:11:58Z
CONTRIBUTOR
null
```python from collections import deque pd.to_datetime(deque([Timestamp('2010-06-02 09:30:00')] * 51)) ``` core.tools.datetimes.should_cache gives `sequence index must be integer, not 'slice` at `unique(arg[:check_count])` if deque is not expected it would make more sense to give a better message, otherwise s...
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29,404
BUG: GH29310 HDF file compression not working
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9
2019-11-04T23:06:06Z
2020-02-07T07:55:31Z
2020-02-07T07:55:30Z
NONE
null
- [x] closes #29310 - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` Re #29310, the complib and complevel parameters were not being passed down all the way previously, hence HDF compression not working. I noticed that the implementation of to_hdf() specifies th...
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MDExOlB1bGxSZXF1ZXN0MzM2NTI1Njk3
29,405
API: Use object dtype for empty Series
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28
2019-11-04T23:20:57Z
2019-12-05T22:29:50Z
2019-12-05T19:00:16Z
CONTRIBUTOR
null
- [x] closes #17261 - [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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29,406
CLN: assorted cleanups
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2019-11-04T23:26:44Z
2019-11-07T18:36:53Z
2019-11-05T15:14:55Z
MEMBER
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29,407
Error - PyCharm. Please help!
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2019-11-05T05:31:44Z
2019-11-06T04:33:37Z
2019-11-05T06:05:28Z
NONE
null
Help please. I am having trouble downloading scikit-learn and scipy. The thing is: I installed pandas without trouble.. Thank you!
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29,408
DataFrame.equals incorrect `See Also` section of docstring for assert_*_equal
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2019-11-05T07:53:29Z
2019-11-09T19:18:31Z
2019-11-09T19:18:31Z
MEMBER
null
xref #22539 `assert_series_equal` and `assert_frame_equal` do not return `True` or` False`. ``` See Also -------- Series.eq : Compare two Series objects of the same length and return a Series where each element is True if the element in each Series is equal, Fa...
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29,409
Formatting issues with column width truncation for numerical columns
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2019-11-05T08:03:28Z
2021-08-23T04:02:05Z
2021-08-23T04:02:05Z
MEMBER
null
placeholder. will update with reproducible example in a couple of days ![image](https://user-images.githubusercontent.com/13159005/68189048-7b4dec80-ffa2-11e9-997c-047c8dfef4ce.png)
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29,410
Fixed SS03 errors
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1
2019-11-05T08:24:51Z
2019-11-06T06:37:57Z
2019-11-05T15:19:21Z
CONTRIBUTOR
null
Fixed SS03 errors for: `pandas.Timestamp.combine`; `pandas.Timestamp.fromordinal`; `pandas.Period.strftime`; `pandas.Interval.closed`; `pandas.Interval.left`; `pandas.Interval.length`; `pandas.Interval.mid`; `pandas.Interval.right`. - [x] xref to #29315 - [ ] tests added / passed - [x] passes `black pandas` - [x...
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29,411
Memory leak in Dataframe.memory_usage
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2019-11-05T09:52:21Z
2020-04-20T00:37:54Z
null
NONE
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#### Code Sample, a copy-pastable example if possible ```python import numpy as np import pandas as pd import gc import os import psutil def get_process_memory(): return round(psutil.Process(os.getpid()).memory_info().rss / float(2 ** 20), 2) test_dict = {} for i in range(0, 50): test_dict[i] = np....
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517,821,743
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29,412
Remove all preprocessing from PlotAccessor.__call__
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2019-11-05T14:51:47Z
2021-07-22T05:58:12Z
null
CONTRIBUTOR
null
In https://github.com/pandas-dev/pandas/pull/28647, we discovered that `PlotAccessor.__call___` does quite a bit of preprocessing of the data before handing it off to the backend. https://github.com/pandas-dev/pandas/blob/399212673ea8101a65d95830604edb633da0860d/pandas/plotting/_core.py#L728-L794 Depending on the...
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29,413
botocore requirement error
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2019-11-05T16:01:28Z
2019-11-06T11:04:36Z
2019-11-06T11:04:35Z
MEMBER
null
When running the command: ``` python -m pip install -r requirements-dev.txt ``` I got an error massage that says: ``` ERROR: botocore 1.13.9 has requirement python-dateutil<2.8.1,>=2.1; python_version >= "2.7", but you'll have python-dateutil 2.8.1 which is incompatible. ``` But the followed commands haven'...
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