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https://api.github.com/repos/pandas-dev/pandas/issues/21312
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RLS: 0.23.1
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2018-06-04T12:24:12Z
2018-06-13T02:34:01Z
2018-06-13T02:34:00Z
CONTRIBUTOR
null
cc @pandas-dev/pandas-core Targeting Friday June 8th.
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329,063,785
MDExOlB1bGxSZXF1ZXN0MTkyNDE0NDQw
21,313
BUG: fix DataFrame.__getitem__ and .loc with non-list listlikes
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2018-06-04T13:49:12Z
2018-07-08T08:24:12Z
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MEMBER
null
- [x] closes #21294 - [x] closes #21428 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry xref #21309 , but worth fixing separately
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329,085,790
MDExOlB1bGxSZXF1ZXN0MTkyNDMxMTMz
21,314
Make Period - Period return DateOffset instead of int
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2018-06-04T14:42:47Z
2020-04-05T17:41:50Z
2018-06-29T00:41:00Z
MEMBER
null
Discussed briefly in #20049. - [ ] closes #xxxx - [ ] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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MDU6SXNzdWUzMjkwOTEwMTI=
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[DISC] Index[object] ops
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1
2018-06-04T14:54:57Z
2018-07-14T01:04:07Z
2018-07-14T01:04:06Z
MEMBER
null
My understanding is that `Index[object]` was originally written with strings in mind, which is why ops like `__sub__` and `__neg__` don't make sense. Since we've got more non-string cases (e.g. #21314), what if instead these were defined something like: ``` def __neg__(self): return Index([-x for x in self]) ...
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21,316
DOC: whatsnew note for MultiIndex Sorting Fix
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2018-06-04T16:32:58Z
2018-12-25T06:12:51Z
2018-06-05T09:04:03Z
MEMBER
null
xref https://github.com/pandas-dev/pandas/pull/21043#issuecomment-394342149
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21,317
Failure Installing Pandas with Pip on Docker with Python 2
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2018-06-04T17:40:12Z
2018-06-04T19:04:41Z
2018-06-04T18:17:31Z
NONE
null
I'm unable to run `pip install pandas` in docker. It states that it `Failed building wheel for pandas` and then outputs: ``` Command "/home/vimeo/stack/bin/python -u -c "import setuptools, tokenize;__file__='/home/vimeo/tc/tmp/pip-install-cYh_Po/pandas/setup.py';f=getattr(tokenize, 'open', open)(__file__);code=f.read...
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329,184,379
MDExOlB1bGxSZXF1ZXN0MTkyNTAzNjcy
21,318
BUG: Fix empty Data frames to JSON round-trippable back to data frames
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2018-06-04T19:23:28Z
2018-06-12T16:30:37Z
2018-06-08T23:40:04Z
CONTRIBUTOR
null
[x] closes #21287 [x] tests added / passed [x]passes git diff upstream/master -u -- "*.py" | flake8 --diff [x]whatsnew entry Fixes the bug occurring when empty DF, previously saved to JSON-file, is read from JSON back to DF.
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329,190,996
MDU6SXNzdWUzMjkxOTA5OTY=
21,319
Importing submodels in pandas/core/series.py result with an error
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2018-06-04T19:45:29Z
2018-06-04T21:13:04Z
2018-06-04T21:13:04Z
NONE
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#### Code Sample, a copy-pastable example if possible ```python import pandas.core.ops as ops import pandas.core.algorithms as algorithms import pandas.core.common as com import pandas.core.nanops as nanops import pandas.io.formats.format as fmt ``` #### Problem description The above code in series.py ...
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21,320
Pytest can't rewrite assertions in tests from imported modules
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2018-06-04T20:31:25Z
2020-05-22T03:24:21Z
null
CONTRIBUTOR
null
```python $ pytest -x pandas/tests/io/parser/test_parsers.py -k test_quoting ====================================== test session starts ======================================= platform linux -- Python 3.6.5, pytest-3.6.0, py-1.5.3, pluggy-0.6.0 rootdir: /tmp/pandas, inifile: setup.cfg collected 840 items / 834 des...
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21,321
BLD: include dll in package_data on Windows
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CONTRIBUTOR
null
- [x] closes #21106 - [ ] tests added / passed - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry Not sure how to test this, but I believe should remove the runtime dependency by static linking against the MSVC++ runtime. @cgohlke any thoughts?
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MDU6SXNzdWUzMjkyOTg2ODY=
21,322
DEPR: _timelex is deprecated in dateutil
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6
2018-06-05T04:33:05Z
2019-01-01T16:17:17Z
2019-01-01T16:17:17Z
MEMBER
null
See: https://github.com/pandas-dev/pandas/issues/21137 The question is: how exactly do we replicate the functionality?
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MDExOlB1bGxSZXF1ZXN0MTkyNTg5ODkx
21,323
Fixed Issue Preventing Agg on RollingGroupBy Objects
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7
2018-06-05T04:47:09Z
2020-01-16T00:34:29Z
2018-09-26T10:35:55Z
MEMBER
null
- [X] closes #15072 - [X] tests added / passed - [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry AFAICT the fact that RollingGroupBy could not use `agg` with a list of functions is simply due to the fact that the GroupByMixing it inherits from could not handle the reduction...
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329,337,090
MDU6SXNzdWUzMjkzMzcwOTA=
21,324
Data Frame Subtraction with Series - Different Hehaviour
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2
2018-06-05T07:42:32Z
2018-06-05T10:19:54Z
2018-06-05T10:19:36Z
NONE
null
#### Code Sample, a copy-pastable example if possible ```python # Your code here df = pd.DataFrame(np.random.randn(10,4),columns = list('ABCD')) s0 = df.iloc[0] print(df-s[0]) # Works Perfectly s1 = df.iloc[1] print(df-s[1]) # Works Perfectly #Creating a Series of my own with same name ass df.iloc[1] s...
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21,325
read_csv memory leak?
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13
2018-06-05T09:20:48Z
2018-06-07T08:59:17Z
2018-06-07T08:59:17Z
NONE
null
### Code Sample, a copy-pastable example if possible **UPDATED** ```python with open('df.csv', 'wt') as f: f.write('item_id,user_id,region,city,parent_category_name,category_name,param_1,param_2,param_3,title,description,price,item_seq_number,activation_date,user_type,image,image_top_1,deal_probability\n') ...
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329,389,430
MDU6SXNzdWUzMjkzODk0MzA=
21,326
.any() .all() behaviour in Empty DataFrame
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1
2018-06-05T10:11:21Z
2018-06-05T10:14:39Z
2018-06-05T10:14:21Z
NONE
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#### Code Sample, a copy-pastable example if possible ```python pd.DataFrame(columns=list('ABC')).any() # for above getting all False, pd.DataFrame(columns=list('ABC')).all() # for above getting all True. ``` #### Problem description There is some gap logically, If any is false, obviously all should be...
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21,327
IndexError is raised when printing wide dataframes on too narrow terminal
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2018-06-05T15:34:09Z
2018-06-05T16:37:28Z
2018-06-05T15:56:41Z
NONE
null
#### Code Sample, a copy-pastable example if possible Execute this code in a terminal with width <= 90 cols. ```python import pandas as pd val = [1017.56, 88.0502014, 114.90493799999999, 98.52555079999999, -4.35584164, 0.13409058699999998, -3.28222513, 0.137214884, -3.23924017, 0.08030553160000001, 25.4253311...
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21,328
describe() does not report first and last on tz-aware datetime Series
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2
2018-06-05T19:07:24Z
2018-07-06T22:57:52Z
2018-07-06T22:57:52Z
CONTRIBUTOR
null
#### Code Sample, a copy-pastable example if possible ```python s = pd.Series(pd.date_range("2018-01-01","2018-01-05")) s.describe() # includes first and last s.dt.tz_localize('US/Eastern').describe() # does not include first and last ``` #### Problem description The `describe` method on a timezone-naive dat...
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329,594,927
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21,329
ENH: allow lists/sets in fillna
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2018-06-05T19:32:42Z
2020-09-22T03:39:01Z
null
CONTRIBUTOR
null
The docs for the `value`-parameter of `fillna` say (https://pandas.pydata.org/pandas-docs/stable/generated/pandas.DataFrame.fillna.html#pandas.DataFrame.fillna) > **value** : _scalar, dict, Series, or DataFrame_ Value to use to fill holes (e.g. 0), alternately a dict/Series/DataFrame of values specifying which va...
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MDExOlB1bGxSZXF1ZXN0MTkyODIxNzI0
21,330
DOC: fix mistake in Series.str.cat
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2018-06-05T20:08:21Z
2018-06-12T16:30:38Z
2018-06-06T15:08:23Z
CONTRIBUTOR
null
Fix error in API-docstring that was introduced at the end of #20347 due to timepressure for the v.0.23-cutoff: removed functionality that categorical callers get categorical output, but forgot to adapt doc-string. Unfortunately, this survived both #20347 and the follow-up, but since v.0.23.1 is coming soon, I didn't...
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21,331
PERF/ENH: groupby.apply for user-defined function ~100x slower than ...
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7
2018-06-05T20:20:58Z
2020-09-11T03:31:44Z
2020-09-11T03:31:43Z
CONTRIBUTOR
null
I have several groupby problems crop up regularly at work**, and almost always have to write custom functions for operating on individual groups - which are then very slow to execute. Looking for solutions, I came across http://esantorella.com/2016/06/16/groupby/ and the update https://github.com/esantorella/hdfe...
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329,636,082
MDExOlB1bGxSZXF1ZXN0MTkyODQ0OTEx
21,332
Series.describe returns first and last for tz-aware datetimes
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8
2018-06-05T21:43:25Z
2018-07-07T01:42:11Z
2018-07-06T22:57:52Z
CONTRIBUTOR
null
GH issue 21328 - [x] closes #21328 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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329,645,468
MDU6SXNzdWUzMjk2NDU0Njg=
21,333
to_period is dropping timezone information
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4
2018-06-05T22:19:39Z
2018-09-08T02:44:21Z
2018-09-08T02:44:21Z
NONE
null
```python localSeries = pd.date_range("2018-7-1", periods=1, freq="30T", tz="Europe/London") print(localSeries.to_period("30T")[0].start_time) #Timestamp('2018-07-01 00:00:00') print(localSeries.to_period("30T")[0].start_time.tz) #None print(localSeries.to_period("30T")[0].end_time.tz) #None print(localSeries[0...
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21,334
SeriesGroupBy.nunique raises IndexError for empty Series with categorical variables
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1
2018-06-05T23:52:46Z
2020-06-28T23:04:32Z
null
NONE
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#### Code Sample ```python df = pd.DataFrame({'id': ['1001', '1001', '1002', '1002', '1003', '1004', '1005', '1006'], 'cat': ['A', 'B', 'C', 'C', 'C', 'B', 'B', 'D'], 'cat2': ['a', 'a', 'b', 'b', 'c', 'd', 'b', 'd']}) df['cat'] = df['cat'].astype('category') df['cat2'] = df...
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21,335
PeriodIndex.is_monotonic only for monotonic increasing
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3
2018-06-06T01:15:28Z
2021-06-20T04:30:53Z
null
MEMBER
null
``` dti = pd.date_range('2016-01-01', periods=3) pi = dti.to_period('D') >>> pi.is_monotonic True >>> pi[::-1].is_monotonic False ```
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21,336
Timestamp.resolution returns timedelta(microseconds=1)
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7
2018-06-06T01:57:44Z
2018-07-12T00:13:56Z
2018-07-12T00:13:56Z
MEMBER
null
I hadn't even noticed that `resolution` was a `datetime` property until now, but it returns `timedelta(0, 0, 1)`. `Timestamp` doesn't override that. I expect the correct thing to do is to return `Timedelta(nanoseconds=1)`. Pretty low priority.
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21,337
DataFrame rows printed incorrectly as ... (ellipsis) in v0.23
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2018-06-06T07:32:41Z
2020-05-11T01:00:13Z
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#### Code Sample, a copy-pastable example if possible ```python import pandas as pd pd.show_versions() pd.set_option('display.width', 10000) pd.set_option('display.max_colwidth', 10000) d = [['CC1(C(N2C(S1)C(C2=O)NC(=O)CC3=CC=CC=C3)C(=O)O)C', 'Penicilline G'], ['CC1(C2CC3C(C(=O)C(=C(C3(C(=O)C2=C(C4=C1C=CC...
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MDU6SXNzdWUzMjk3NTA0OTI=
21,338
how to group by date and unique each group and count each group
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2018-06-06T07:48:03Z
2018-06-06T12:27:25Z
2018-06-06T12:27:19Z
NONE
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how to group by date and unique each group and count each group currently only known group by, not know how to unique each group at mac address and then count the number of mac address in each day `pd.concat([df[['date','Client MAC']], df8[['date',"MAC address"]].rename(columns={"MAC address":"Client MAC"})]).gr...
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329,788,083
MDExOlB1bGxSZXF1ZXN0MTkyOTUyMzQ4
21,339
HDFStore.walk() to iterate on groups
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2018-06-06T09:27:22Z
2018-06-27T08:11:24Z
2018-06-26T22:53:32Z
NONE
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This PR adds a walk() method to HDFStore in order to iterate on groups. This is a revival of the initial PR #10932, rebased on upstream/master and updated tests. - [x] closes #10143 - [x] tests added / passed: test_pytables.py:testwalk() - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [...
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21,340
Groupby on a column with tuples creates a multiindex, yielding unexpected behaviour.
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2018-06-06T15:25:27Z
2021-06-20T04:32:42Z
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#### Code Sample, a copy-pastable example if possible ```python import numpy as np import pandas as pd df = pd.DataFrame(np.random.randint(0, 11, (10, 3)), columns=['num1', 'num2', 'num3']) df['category_tuple'] = [(0, 1), (0, 1), (0, 1), (2, 3), (2, 3), (2, 3), (2, 3), (0, 4), (5,), (6,)] df['category_string'...
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21,341
make DateOffset immutable
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2018-06-06T16:10:10Z
2018-06-22T03:27:26Z
2018-06-21T10:24:21Z
MEMBER
null
Returning to the long-standing goal of making `DateOffset`s immutable (recall: `DateOffset.__eq__` calls `DateOffset._params` which is _very_ slow. `_params` can't be cached ATM because `DateOffset` is mutable`) Earlier attempts in this direction tried to make the base class a `cdef class`, but that has run into `p...
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MDExOlB1bGxSZXF1ZXN0MTkzMTA2MzE1
21,342
PERF: Add __contains__ to CategoricalIndex
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2018-06-06T18:48:52Z
2018-06-07T21:28:07Z
2018-06-07T21:28:07Z
CONTRIBUTOR
null
- [x] progress towards #20395 - [x] xref #21022 - [ ] tests added / passed - [x] benchmark added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry Currently, membership checks in ``CategoricalIndex`` is very slow as explained in #21022. This PR fixes the issue fo...
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21,343
Incorrect implementation of the ExtensionArray API in tests
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2018-06-06T18:52:05Z
2021-06-20T04:33:39Z
null
NONE
null
I believe that https://github.com/pandas-dev/pandas/blob/0c65c57a279e755ab7093db925d1e580f9878dae/pandas/tests/extension/decimal/array.py#L48 should read ```python return cls(original.take(values)) ``` Same as reported at https://github.com/ContinuumIO/cyberpandas/issues/33, @TomAugspurger
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21,344
pd.Timedelta.resolution is different from datetime.timedelta.resolution
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2018-06-06T18:56:22Z
2019-06-17T11:44:40Z
2019-06-17T11:44:40Z
MEMBER
null
`timedelta.resolution` is documented as: > The smallest possible difference between non-equal timedelta objects, timedelta(microseconds=1). while `pandas.Timedelta.resolution` is doc-string'd as: >return a string representing the lowest resolution that we have ``` In [9]: pd.Timedelta(minutes=30).resolution Out...
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21,345
read_json with table='orient' causes unexpected type coercion
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2018-06-06T19:07:29Z
2019-02-23T19:12:33Z
2019-02-23T19:12:33Z
CONTRIBUTOR
null
#### Code Sample, a copy-pastable example if possible ```python import pandas as pd df = pd.DataFrame([[1., 2., 3.], [1., 2., 3.], [1., 2., 3.]], columns=['a', 'b', 'c']) out = df.to_json(orient='table') result = pd.read_json(out, orient='table') pd.testing.assert_frame_equal(df, result) ``` #### Problem ...
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21,346
Error when writing very big dataframe to csv, with gzip compression
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2018-06-06T19:13:03Z
2018-07-06T14:32:32Z
2018-06-06T19:59:15Z
CONTRIBUTOR
null
#### Code Sample, a copy-pastable example if possible ```python df.to_csv('file.txt.gz', sep='\t', compression='gzip') ``` #### Problem description I receive this error while writing to file a very big dataframe: ```python --------------------------------------------------------------------------- OSError...
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21,347
Typo in error message in the PlanePlot class
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2018-06-06T20:26:59Z
2018-06-07T11:23:33Z
2018-06-07T11:23:33Z
NONE
null
The error message should probably read: ' requires an x and a y column' not ' requires and x and y column' https://github.com/pandas-dev/pandas/blob/0c65c57a279e755ab7093db925d1e580f9878dae/pandas/plotting/_core.py#L814
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330,080,142
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21,348
Support for use of Enums in MultiIndex
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14
2018-06-07T00:49:51Z
2018-11-26T18:15:04Z
2018-11-26T03:51:55Z
NONE
null
- [x] closes #21298 - [x] tests added / passed: added `test_use_enum_in_multiindex` in `tests/indexes/test_multi.py`, see diff - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry The boolean flag in https://github.com/pandas-dev/pandas/blob/9f95f7dbffef7752175ca9ed918314cb6f0...
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21,349
usage question: can I concat rows using first value as additional index?
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2018-06-07T07:02:39Z
2018-06-07T17:58:57Z
2018-06-07T17:58:43Z
NONE
null
Hi, everyone. I should probably start saying that **this is a usage question**. Version: 0.23.0 honestly I have been trying to find out how to do this consulting the docs and looking for similar questions but didn't find anything. I want to ask you for suggestions for next scenario: The main goal is to filte...
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21,350
Fix typo in error message in the PlanePlot class
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2018-06-07T07:41:06Z
2018-06-12T16:30:38Z
2018-06-07T11:23:33Z
CONTRIBUTOR
null
- [x] closes #21347 - [ ] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry Very simple fix, just a typo in an error message.
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21,351
Time Series Interpolation is wrong
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22
2018-06-07T10:25:39Z
2021-02-18T14:04:53Z
null
NONE
null
#### Problem description ```python dates = pd.date_range('2016-08-28', periods=5, freq='21H') ts1 = pd.Series(np.arange(5), dates) ts1 ``` ``` 2016-08-28 00:00:00 0 2016-08-28 21:00:00 1 2016-08-29 18:00:00 2 2016-08-30 15:00:00 3 2016-08-31 12:00:00 4 Freq: 21H, dtype: int64 ``` ```...
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330,212,524
MDU6SXNzdWUzMzAyMTI1MjQ=
21,352
Inexplicable KeyError in pd.io.json.json_normalize(dic)
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2018-06-07T10:30:36Z
2018-06-07T16:10:18Z
2018-06-07T16:10:07Z
NONE
null
#### Code Sample, a copy-pastable example if possible ```python import pandas as pd dic = {'_id': '5436e3abbae478396759f0cf', 'meta': {'clinical': {'benign_malignant': 'benign', 'age_approx': 55, 'sex': 'female', 'diagnosis': 'nevus', 'diagnosis_confirm_type': None, 'anatom_site_general': 'anterior torso', 'me...
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330,265,753
MDU6SXNzdWUzMzAyNjU3NTM=
21,353
Memory leak in pd.read_csv or DataFrame
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2018-06-07T13:11:43Z
2020-08-25T07:01:56Z
2018-11-19T12:09:40Z
NONE
null
#### Code Sample, a copy-pastable example if possible ```python import sys m = int(sys.argv[1]) n = int(sys.argv[2]) with open('df.csv', 'wt') as f: for i in range(n-1): f.write('c' + str(i) + ',') f.write('c' + str(n-1) + '\n') for j in range(m): for i in range(n-1): ...
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330,268,455
MDU6SXNzdWUzMzAyNjg0NTU=
21,354
CI: Enable spellcheck in docbuild
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2018-06-07T13:18:48Z
2021-02-18T03:21:20Z
2021-02-18T03:21:19Z
CONTRIBUTOR
null
Followup to https://github.com/pandas-dev/pandas/pull/21109 We'll need to refactor `scripts/announce.py` to update the list of contributors on each build. Then we can enable spellcheck in the Travis doc build.
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330,291,539
MDExOlB1bGxSZXF1ZXN0MTkzMzM2Mzcy
21,355
Revert "enable multivalues insert (#19664)"
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2018-06-07T14:13:38Z
2018-06-12T16:30:38Z
2018-06-07T21:25:38Z
MEMBER
null
This reverts commit 7c7bd569ce8e0f117c618d068e3d2798134dbc73. Reverts https://github.com/pandas-dev/pandas/pull/19664 Closes https://github.com/pandas-dev/pandas/issues/21103
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330,339,945
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21,356
JSON nested_to_record Silently Drops Top-Level None Values
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2018-06-07T16:07:01Z
2018-06-08T16:50:21Z
2018-06-08T16:50:21Z
MEMBER
null
xref https://github.com/pandas-dev/pandas/pull/21164#issuecomment-394510095 `nested_to_record` is silently dropping `None` values that appear at the top of the JSON. This is IMO unexpected and undesirable. #### Code Sample, a copy-pastable example if possible ```python In [3]: data = { ...: "id": None...
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21,357
ENH: adding .unique() to DF (or return_inverse for duplicated)
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2018-06-07T17:17:39Z
2018-06-21T10:38:19Z
null
CONTRIBUTOR
null
When deduplicating, I need to get the mapping from the deduplicated records back to the originals. Unfortunately: * `drop_duplicates` and `duplicated` provide no information about this mapping * `np.unique` has a `return_inverse`-parameter, but does not work with `object` data due to numpy/numpy#641 Let's say I...
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21,358
ENH: Add timetz attribute to DatetimeIndex and Timestamp
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2018-06-07T17:23:44Z
2018-08-09T11:03:28Z
2018-08-09T11:03:28Z
MEMBER
null
Currently `DatetimeIndex.time` returns a numpy array of local `datetime.time`s. In #18461, the resulting `datetime.time`s gained timezone information (but was an undocumented changed) and was subsequently reverted in #21281. Having `.time` return timezone information would still be a nice enhancement. If we allow `D...
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21,359
Revert changes to comparison between Series[datetime64ns] and datetime.date
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2018-06-07T17:26:27Z
2019-07-31T19:50:28Z
2019-07-31T19:50:28Z
CONTRIBUTOR
null
Revert the changes in https://github.com/pandas-dev/pandas/pull/21361 - [ ]: Remove check in `core/ops.py` - [ ]: Remove test `pandas/tests/tseries/test_arithmetic.py::TestTimestampSeriesComparison.test_dt64_ser_cmp_date_warning` - [ ]: Reenable test `pandas/tests/tseries/test_arithmetic.py::TestTimestampSeriesCom...
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21,360
Unhandled pandas FutureWarning in tests
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2018-06-07T17:50:19Z
2019-08-27T20:04:01Z
2019-08-27T20:04:01Z
CONTRIBUTOR
null
Haven't investigated: ``` pandas/tests/series/indexing/test_datetime.py::test_getitem_median_slice_bug /Users/taugspurger/sandbox/pandas/pandas/core/internals.py:312: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future ...
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330,377,287
MDExOlB1bGxSZXF1ZXN0MTkzNDAyNzQ3
21,361
Revert change to comparison op with datetime.date objects
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2018-06-07T18:01:46Z
2018-06-12T16:30:39Z
2018-06-08T16:54:37Z
CONTRIBUTOR
null
- [x] closes #21152 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry cc @jbrockmendel, @innominate227 FYI, @jorisvandenbossche the whatsnew will conflict with your other PR
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MDExOlB1bGxSZXF1ZXN0MTkzNDA0NDA1
21,362
BUG: Fixed concat warning message
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2018-06-07T18:08:48Z
2018-06-12T16:30:39Z
2018-06-07T21:21:09Z
CONTRIBUTOR
null
- [x] closes #21101 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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21,363
Fix #21356: JSON nested_to_record Silently Drops Top-Level None Values
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2018-06-07T18:25:30Z
2018-06-12T16:30:39Z
2018-06-08T16:50:21Z
CONTRIBUTOR
null
- [x] closes #21356 - [x] tests added / passed - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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MDU6SXNzdWUzMzAzODcyMzg=
21,364
pandas read_sql missing dtype on empty result
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2018-06-07T18:33:11Z
2019-09-03T18:36:06Z
2019-09-03T18:36:06Z
NONE
null
#### Code Sample, a copy-pastable example if possible con = some sqlalchemy engine query = "select * from table" result = pd.read_sql(query, con) #### Problem description Assume table have two columns, user (str) and id (int). Previously, even if the result has 0 rows, the columns would have dtype in consis...
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21,365
Fix Issue #21336: Defeault behavior for resolution property in Timestamps
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2018-06-07T18:53:25Z
2018-07-12T00:55:47Z
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NONE
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- [x] closes #21336 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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21,366
REGR: NA-values in ctors with string dtype
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2018-06-07T18:59:58Z
2018-06-12T16:30:40Z
2018-06-08T16:27:14Z
CONTRIBUTOR
null
```python In [1]: import pandas as pd In [2]: pd.Series([1, 2, None], dtype='str')[2] # None ``` Closes #21083
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21,367
DOC: move whatsnew file for #21116 (index droplevel)
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2018-06-07T20:41:51Z
2018-06-07T20:42:15Z
2018-06-07T20:42:12Z
MEMBER
null
xref https://github.com/pandas-dev/pandas/pull/21116#issuecomment-395436923
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21,368
DOC: clean-up 0.23.1 whatsnew
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1
2018-06-07T21:12:48Z
2018-06-12T16:30:40Z
2018-06-07T21:20:17Z
MEMBER
null
I added a "Fixed regressions" section and moved some over there. @TomAugspurger does that look ok to you? (then I'll maybe merge to the other PRs can add it there) Also mad the bug fixes subsections into plain text to make it a bit less "heavy" (given the only few entries per section).
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PERF: Add __contains__ to CategoricalIndex
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2018-06-07T21:38:54Z
2018-07-02T23:25:25Z
2018-06-14T10:38:24Z
CONTRIBUTOR
null
- [x] progress towards #20395 - [x] xref #21022 - [ ] tests added / passed - [x] benchmark added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry Currently, membership checks in ``CategoricalIndex`` is very slow as explained in #21022. This PR fixes the issue fo...
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21,370
TST: add additional test cases for pivot_table with categorical data
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2
2018-06-07T22:09:11Z
2019-10-12T17:38:20Z
2019-10-12T17:38:20Z
MEMBER
null
xref https://github.com/pandas-dev/pandas/pull/21252#discussion_r191665246 Add additional test cases for: Using the same definition of `df` as you used in your test, `columns`/`values` is incorrect: ```python In [3]: pd.__version__ Out[3]: '0.23.0' In [4]: df.pivot_table(columns='A', values='B') Out[4]: ...
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21,371
Logo design
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2
2018-06-07T22:27:00Z
2018-06-08T18:31:46Z
2018-06-08T04:19:19Z
NONE
null
Hi Hello I am looking for open source projects to contribute graphical design, I have done several jobs for free in opensource projects, I would like to know if you are interested that I make a logo for this your project ?. Greetings Nuno Jesus
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330,468,098
MDU6SXNzdWUzMzA0NjgwOTg=
21,372
Improve HDFStore.groups performance
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3
2018-06-07T23:17:54Z
2018-06-21T09:47:12Z
2018-06-21T09:47:12Z
CONTRIBUTOR
null
I ran into this issue (#17593) recently, when I was trying to figure out what was causing the order of magnitude difference between `h5ls` and `HDFStore.groups()` or `HDFStore.keys()` and was trying to figure out more information about the problem. This was shrugged off as a Tables problem at the time and then closed....
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21,373
ENH: use interface library for ExtensionArrays
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2018-06-07T23:30:48Z
2019-12-26T19:44:50Z
2019-12-26T19:44:50Z
CONTRIBUTOR
null
http://interface.readthedocs.io/en/latest/ looks pretty reasonable cc @llllllllll @ssanderson
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21,374
pd.eval() discards imaginary part in division "/"
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4
2018-06-08T01:20:56Z
2021-10-29T02:19:30Z
null
NONE
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#### Code Sample ```python data = {"a": [1 + 2j], "b": [1 + 1j]} df = pd.DataFrame(data = data) df.eval("a/b") /usr/local/lib64/python3.6/site-packages/pandas/core/dtypes/cast.py:730: ComplexWarning: Casting complex values to real discards the imaginary part return arr.astype(dtype, copy=True) 0 1.0 ...
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21,375
a suggestion on sort_index() in pandas
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2
2018-06-08T02:56:31Z
2018-06-08T04:42:30Z
2018-06-08T04:42:30Z
NONE
null
```python # in lexsort_indexers() which is called in sort_index() # the original codes # if isinstance(orders, bool): # orders = [orders] * len(keys) # elif orders is None: # orders = [True] * len(keys) # the changed codes if orders: orders = [True] * len(key...
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DOC: Pandas Logo
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5
2018-06-08T04:19:01Z
2019-10-22T04:07:21Z
2019-10-22T04:07:21Z
MEMBER
null
Several people have expressed interest. Just collecting usernames here: @joelostblom https://github.com/pandas-dev/pandas/issues/3825#issuecomment-392896641 @nunojesus https://github.com/pandas-dev/pandas/issues/21371 @tswast https://github.com/pandas-dev/pandas/issues/21376#issuecomment-475911516 To anyone el...
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330,525,319
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21,377
MAINT: More friendly error msg on Index overflow
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2018-06-08T05:34:52Z
2018-06-29T14:46:02Z
2018-06-12T00:16:37Z
MEMBER
null
Display a more friendly error message when there is an `OverflowError` during `Index` construction. Partially addresses #15832.
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21,378
BUG: Incorrect values shown by pivot_table()
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2018-06-08T06:46:50Z
2018-06-15T17:33:36Z
2018-06-15T17:33:36Z
CONTRIBUTOR
null
#### Code Sample, a copy-pastable example if possible I was going through the issue [#21370](https://github.com/pandas-dev/pandas/issues/21370) and started out using *non np.nan* categories but then came across this output. Moreover, using the initial code as specified there, I still get **NaN** outputs despite attent...
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21,379
read_html - how to prevent the conversion of numerical fields
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2018-06-08T08:37:40Z
2020-09-23T16:58:58Z
null
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null
Hi everyone, Is it possible to use pandas.read_html function in way so it won't convert the numbers in html tables and export them as they are (as strings)? Assume that there is a html table which contains a value "60,00". Reading that table using pandas.read_html will lead to an integer 6000. Adding the flag...
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330,581,857
MDU6SXNzdWUzMzA1ODE4NTc=
21,380
pandas 0.23 broke unary negative expression on Decimal data type
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2018-06-08T09:17:55Z
2018-06-29T00:38:39Z
2018-06-29T00:38:39Z
NONE
null
#### Code Sample, a copy-pastable example if possible ```python import pandas as pd from decimal import Decimal as D series = pd.Series([D(1)]) print(series) print(-(series)) ``` #### Problem description I'm dealing with decimal data where exact representation is required, thus I use Python's Decimal type ...
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330,621,117
MDExOlB1bGxSZXF1ZXN0MTkzNTg1Mzkx
21,381
TST : Adding new test case for pivot_table() with Categorical data
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12
2018-06-08T11:25:31Z
2018-09-25T16:55:29Z
2018-09-25T16:55:29Z
CONTRIBUTOR
null
TST: add additional test cases for pivot_table with categorical data #21370 - [x] closes #21370 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry Added a new test case for checking ```index/column/value``` workability as per the patch offered b...
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21,382
DOC: update multi-index term with MultiIndex
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2018-06-08T11:26:36Z
2018-06-29T14:43:18Z
2018-06-08T17:39:12Z
CONTRIBUTOR
null
Hello, before I start working on part 2 of the sphinx spelling extension I wanted to submit this PR in order to fix the double use of multi-index and MultiIndex. I have changed all `multi-index` mentions through the documentation to `MultiIndex`, this meant that some titles needed changing and new linking needed to be...
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330,636,029
MDU6SXNzdWUzMzA2MzYwMjk=
21,383
Overflow in to_datetime when using nanoseconds
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2018-06-08T12:19:42Z
2021-06-20T04:36:32Z
null
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#### Code Sample ```python nano_time = '1518071940360000000' print(pd.to_datetime(pd.to_numeric(nano_time), unit="ns")) # Works print(pd.to_datetime(nano_time, unit="ns")) # OverflowError: Python int too large to convert to C long ``` #### Problem description It appears the `to_numeric` function is not suite...
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330,687,548
MDExOlB1bGxSZXF1ZXN0MTkzNjM2NDY4
21,384
Accepts integer/float string with units and raises when unit is ambiguous
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13
2018-06-08T14:45:43Z
2018-10-07T17:07:52Z
2018-10-07T16:30:57Z
CONTRIBUTOR
null
I couldn't get tests to run on my machine so I will see if it passes on the CI servers. - [x] closes #12136 - [ ] tests added / passed - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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21,385
to_clipboard undocumentedly changed from using to_csv to to_string downstream.
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2018-06-08T14:49:19Z
2018-06-10T05:11:12Z
2018-06-10T05:10:50Z
NONE
null
#### Code Sample, a copy-pastable example if possible ```python import pandas as pd d = {'one' : pd.Series([1, 2, 3], index=['a', 'b', 'c'])} df = pd.DataFrame(d) dados.to_clipboard(index=False, header=False, line_terminator="\r\n") ``` #### Problem description I just upgraded to `pandas 0.23.0` and this co...
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21,386
regression: bar plot with multi-column category doesn't work anymore
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2018-06-08T14:54:15Z
2020-05-11T01:00:28Z
null
CONTRIBUTOR
null
#### Code Sample, a copy-pastable example if possible Doing a bar plot using a multi-column category used to work ```python df.plot.barh(x=['fruit', 'animal'], y='size') ``` In pandas 0.22.0: <img width="575" alt="screen shot 2018-06-08 at 16 34 51" src="https://user-images.githubusercontent.com/44946/4116465...
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330,727,805
MDExOlB1bGxSZXF1ZXN0MTkzNjY3MzYy
21,387
DOC: update whatsnew 0.23.1
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2018-06-08T16:41:36Z
2018-06-08T17:42:01Z
2018-06-08T16:41:50Z
MEMBER
null
One of the last commits apparently added back the subsections
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21,388
ffill, bfill are broken
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2018-06-08T17:12:52Z
2018-06-08T22:17:25Z
2018-06-08T22:17:24Z
NONE
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```python """Pandas bug.""" from io import StringIO from pandas import read_csv dtf = read_csv(StringIO('''G,M G1253, G1253,0 G1253,0 G1253, G1253, G1253,21.3 G1253,32.3 G1253,98.5 G1253, G1253,121.9 G1253, G1253,125.6 G1253,136.6 G1253, G1253,144.2 G1253, G1253,161.8 G1253, G1253,180.1 G125...
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21,389
Release 0.23.1 backports part I
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2018-06-08T17:22:16Z
2018-06-09T15:32:52Z
2018-06-09T15:32:44Z
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21,390
groupby on 2 categorical columns, when one categorical is based on datetimes, incorrectly returns all NaN dataframe
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2018-06-08T17:41:08Z
2018-07-02T15:26:44Z
2018-07-02T15:26:44Z
NONE
null
#### Code Sample, a copy-pastable example if possible ```python import pandas as pd import numpy as np df = pd.DataFrame({ 'label1': list('abcbabcba'), 'label2': list('xyxyxyxyx'), 'minute': list(pd.date_range('2018-06-01 00', freq='1T', periods=3)) * 3, 'n1': np.arange(9, dtype='float'), ...
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21,391
Error when unpickling subclass of pandas.DataFrame: __getstate__ doesn't return _item_cache and __setstate__ doesn't set self._internal_names before setting self._metadata
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2018-06-08T18:51:26Z
2020-04-03T04:52:51Z
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NONE
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#### Code Sample ```python import pandas as pd import numpy as np class TSDF(pd.DataFrame): _metadata = ['time_colname', 'ts_value_colname'] def __init__(self, data, time_colname, index=None, columns=None, dtype=None, copy=True, ts_value_colname=None): ...
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21,392
DOC: Whatsnew for string coercion fix [ci skip]
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2018-06-08T19:12:50Z
2018-06-12T14:26:39Z
2018-06-08T20:10:21Z
CONTRIBUTOR
null
xref https://github.com/pandas-dev/pandas/pull/21366/files/a94d3995160a07a09693a883ceb0641e82ca7bdd#r194103331 That PR had tests (https://github.com/pandas-dev/pandas/pull/21366/files/a94d3995160a07a09693a883ceb0641e82ca7bdd#diff-10e7ab03eb0363417c9b042860d3ba73R814) but no release note for this specifically, sinc...
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TST: adding test cases for verifying correct values shown by pivot_table() #21378
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6
2018-06-08T19:31:00Z
2018-06-15T17:33:43Z
2018-06-15T17:33:36Z
CONTRIBUTOR
null
BUG: Incorrect values shown by pivot_table() #21378 - [x] closes #21378 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry Just added a new test to verify the included patch in `master` branch
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21,394
Bugfix timedelta notimplemented eq
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2018-06-08T20:21:47Z
2018-10-26T08:34:41Z
2018-10-24T16:25:39Z
CONTRIBUTOR
null
- [x] closes #20829 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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Possible inconsistency between creation of Series and DataFrame with list of dicts
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2018-06-08T22:23:16Z
2018-06-08T22:43:59Z
2018-06-08T22:32:32Z
NONE
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#### Code Sample, a copy-pastable example if possible ```python import pandas as pd # skip block when no sklean is installed # I simply show where the list of dicts come from: from sklearn.model_selection import ParameterGrid par_grid = ParameterGrid({"x": [0,1,2,3]}) lod = list(par_grid) # Output: #...
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21,396
Missing dependency for sphinxcontrib-spelling
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2018-06-12T07:58:18Z
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MEMBER
null
``` (pandas-dev) [mgarcia@xps doc]$ python make.py --num-jobs=8 Running Sphinx v1.7.5 Extension error: Could not import extension sphinxcontrib.spelling (exception: No module named 'sphinxcontrib.spelling') ``` #### Problem description In #21109 the package `sphinxcontrib-spelling` has been added to the sphi...
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DOC: Loading sphinxcontrib.spelling to sphinx only if it's available (#21396)
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2018-06-08T23:11:07Z
2018-06-20T15:22:33Z
2018-06-12T07:57:04Z
MEMBER
null
- [X] closes #21396 - [ ] tests added / passed - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry I think the optional dependencies go directly into the `.txt` files for pip and conda, and not into the yaml file. Please correct me if I'm wrong. Seems like besides `sphinxc...
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21,398
BUG to_clipboard passes the wrong sep to to_csv
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2018-06-09T02:57:37Z
2018-06-10T08:04:00Z
2018-06-09T16:04:22Z
CONTRIBUTOR
null
Originally, the sep is `\t` as to_csv expects. A commit changes the sep to `r'\t',` causing an exception (because `csv.writer` expects the delimiter to be a one-character string). The exception is suppressed (with `pass` in the `except` block), causing the data frame to be passed to `to_string` downstream (even though ...
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MDU6SXNzdWUzMzA4NjI0MTU=
21,399
What is the semantics of .std() on Series with NaN
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2018-06-09T07:31:50Z
2018-06-09T19:51:06Z
2018-06-09T19:21:34Z
NONE
null
#### Code Sample, a copy-pastable example if possible ```python import pandas as pd import numpy as np df = pd.DataFrame(np.random.randn(5, 3), index=['a', 'c', 'e', 'f', 'h'], columns=['one', 'two', 'three']) df['four'] = 'bar' df['five'] = df['one'] > 0 df2 = df.reindex(['a', 'b', 'c', 'd', 'e', 'f', 'g', ...
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MDExOlB1bGxSZXF1ZXN0MTkzNzcwMzk3
21,400
MAINT: Deprecate encoding from stata reader/writer
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2018-06-09T10:22:35Z
2018-09-20T15:49:38Z
2018-06-12T00:05:45Z
CONTRIBUTOR
null
Deprecate the encoding parameter from all Stata reading and writing methods and classes. The encoding depends only on the file format and cannot be changed by users. - [X] closes #21244 - [X] tests added / passed - [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [X] whatsnew entry
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21,401
ENH: to_sql() add parameter "method" to control insertions method (#8…
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2018-06-09T11:01:04Z
2019-01-04T11:20:54Z
2018-12-28T21:03:13Z
CONTRIBUTOR
null
…953) - [x] closes #8953 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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CI: Enable Spellcheck in dockbuild
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2018-06-09T16:31:45Z
2018-11-03T13:22:58Z
2018-11-03T13:22:57Z
CONTRIBUTOR
null
This is the initial PR to try and fix the issue #21354 the sphinx spelling extension needs every name to be divided and added to each line in order to get the name marked as spelt correctly. The file `names_wordlist.txt` is updated on every run of the function `get_authors()` located inside`scripts/announce.py`. Sin...
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21,403
DOC: isin() docstring change DataFrame to pd.DataFrame
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2018-06-09T20:49:25Z
2018-06-13T12:13:27Z
2018-06-13T12:12:38Z
CONTRIBUTOR
null
isin() docstring change DataFrame to pd.DataFrame
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21,404
fix DateOffset eq to depend on normalize attr
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2018-06-10T02:09:11Z
2018-06-22T03:27:33Z
2018-06-13T19:59:20Z
MEMBER
null
This has a bullet point in #18854 but doesn't appear to have its own issue. Current: ``` now = pd.Timestamp.now() off = pd.offsets.Week(n=1, normalize=False) normed = pd.offsets.Week(n=1, normalize=True) >>> now + off == now + normed False >>> off == normed # PR changes this comparison to False True ``` ...
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parametrize tests, unify repeated tests
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2018-06-10T02:57:10Z
2018-06-22T03:27:40Z
2018-06-13T10:54:56Z
MEMBER
null
There's more to do, but the diff is already pretty big as it is. There are a handful of test methods that are defined in 5-6 test classes. By moving those to the base class we a) get rid of duplicate code and b) run the tests for all (well, most) `DateOffset` subclasses.
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BUG: `line terminator` and '\n to \r\n' problem in Windows(Issue #20353)
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2018-06-10T07:01:37Z
2018-10-19T12:55:35Z
2018-10-19T12:55:28Z
CONTRIBUTOR
null
- [ ] closes #20353 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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21,407
BUG: Construct Timestamp with tz correctly near DST border
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2018-06-10T07:45:52Z
2018-06-29T14:47:48Z
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MEMBER
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closes #19970 closes #20854 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry So I _think_ the reason we need to convert a `Timestamp` to `datetime` branch is because of how `Timestamp` behave with `normalize` explained by this https://github.co...
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MDExOlB1bGxSZXF1ZXN0MTkzODE3Njcz
21,408
BUG : read_json with table='orient' causes unexpected type coercion
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2018-06-10T09:45:57Z
2018-06-19T17:26:00Z
2018-06-19T17:23:51Z
CONTRIBUTOR
null
BUG : read_json with table='orient' causes unexpected type coercion #21345 - [x] closes #21345 - [ ] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry Changed `.astype` parameters according to the comments. Should work now
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21,409
Two tests didn't properly assert an exception was raised. Fixed.
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2018-06-17T12:58:45Z
2018-06-12T11:37:01Z
CONTRIBUTOR
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- [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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Fix 20599 overflow error when int in json is too large
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2018-06-10T15:18:12Z
2018-06-10T15:32:50Z
2018-06-10T15:32:50Z
CONTRIBUTOR
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- [ ] closes #20599 - [ ] tests added / passed - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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21,411
nlargest of multiindex grouper throw type error: nlargest() got an unexpected keyword argument 'axis'
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2018-06-10T16:21:00Z
2019-11-06T19:10:35Z
2019-11-06T19:10:35Z
NONE
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#### Code Sample ```python import numpy as np import pandas as pd dts = pd.date_range('20180101', periods=10) iterables = [dts, ['one', 'two']] idx = pd.MultiIndex.from_product(iterables, names=['first', 'second']) s = pd.Series(np.random.randn(20), index=idx) s.groupby('first').nlargest(1) ``` #### Probl...
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