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https://api.github.com/repos/pandas-dev/pandas/issues/26613
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451,137,239
MDU6SXNzdWU0NTExMzcyMzk=
26,613
to_csv does not fail with specified columns not in dataframe
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2019-06-02T00:09:24Z
2020-02-18T03:44:15Z
2019-06-02T02:52:19Z
CONTRIBUTOR
null
#### Code Sample, a copy-pastable example if possible ```python In [4]: data = pd.DataFrame({'a': [1, 2, 3]}) In [5]: data.to_csv('test.csv', columns=['a', 'x']) /Users/amcphers/Projects/scgenome/venv/lib/python3.7/site-packages/pandas/core/indexing.py:1494: FutureWarning: Passing list-likes to .loc or [] with...
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451,139,618
MDU6SXNzdWU0NTExMzk2MTg=
26,614
CI failing - All builds are failing on python 3.5 on pytest 4.6
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2019-06-02T00:51:22Z
2019-06-02T12:10:14Z
2019-06-02T12:10:14Z
MEMBER
null
https://dev.azure.com/pandas-dev/pandas/_build/results?buildId=12138 cc @pandas-dev/pandas-core
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451,145,042
MDU6SXNzdWU0NTExNDUwNDI=
26,615
Performance issue while groupby.shift if fill_value specified
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6
2019-06-02T02:28:38Z
2021-07-28T22:55:13Z
2021-07-28T22:55:13Z
CONTRIBUTOR
null
Test code: ```python SIZE_MULT = 5 data = np.random.randint(0, 255, size=10**SIZE_MULT, dtype='uint8') index = pd.MultiIndex.from_product( [list(range(10**(SIZE_MULT-1))), list('ABCDEFGHIJ')], names = ['d', 'l']) test = pd.DataFrame(data, index, columns = [...
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451,151,909
MDU6SXNzdWU0NTExNTE5MDk=
26,616
Categorical type doesn't survive a round-trip through parquet
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2019-06-02T04:31:14Z
2019-06-05T19:13:12Z
2019-06-02T17:03:47Z
CONTRIBUTOR
null
#### Code Sample, a copy-pastable example if possible ```python import pandas as pd import pyarrow as pa df = pd.DataFrame({'x': pd.Categorical(['a', 'a', 'b', 'b'])}) df.dtypes # category # This works: pa.Table.from_pandas(df).to_pandas().dtypes # category df.to_parquet("categories.parquet") # Thi...
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451,170,818
MDExOlB1bGxSZXF1ZXN0Mjg0MzI4MTY3
26,617
PERF: custom ops for RangeIndex.[all|any|__contains__]
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2019-06-02T09:14:11Z
2019-06-19T13:43:48Z
2019-06-06T17:38:21Z
CONTRIBUTOR
null
- [x] xref #26565 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry Follow-up to #26565. Make ``RangeIndex._data`` be created in fewer cases. Performance examples (but the larger gain is from memory savings by not creating the ``_data`` array):...
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MDU6SXNzdWU0NTExNzM0MDA=
26,618
All builds are failing on python 3.5
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1
2019-06-02T09:46:56Z
2019-06-02T10:23:21Z
2019-06-02T10:23:21Z
CONTRIBUTOR
null
It seems like all PRs are currently failing on "macOS py35_macos" and "Linux py35_compat". I assume this must be a Python 3.5 failure, though I haven't been able to verify that, as I can't seem to be able to build pandas with Python 3.5 locally. (So I can't fix this either, as everything works fine on my Python3.7).
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451,177,906
MDExOlB1bGxSZXF1ZXN0Mjg0MzMyODEy
26,619
CI: pin pytest version on Python 3.5
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2019-06-02T10:44:29Z
2019-06-03T11:15:59Z
2019-06-02T11:47:35Z
MEMBER
null
closes #26614
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26,620
[CI] Add pytest-azurepipelines in ​pandas-dev
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2019-06-02T11:28:58Z
2019-06-28T14:12:45Z
2019-06-28T14:12:24Z
CONTRIBUTOR
null
- closes #26601 Is it better to put `pip install pytest-azurepipelines` inside `setup_env.sh`?
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DOC/CI: restore travis CI doc build environment
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2019-06-02T15:38:29Z
2019-06-03T07:28:29Z
2019-06-03T05:35:26Z
MEMBER
null
xref https://github.com/pandas-dev/pandas/pull/26591#issuecomment-498040997 This is one option (adding back the specific doc build environment yml file), another option would be to actually update the main `environment.yaml` file to be suitable for the doc build. At the moment, my preference is to add back the sep...
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451,222,698
MDU6SXNzdWU0NTEyMjI2OTg=
26,622
pd.MultiIndex.isin doesn't validate input correctly
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2019-06-02T18:56:12Z
2021-07-10T02:12:40Z
null
NONE
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#### Code Sample, a copy-pastable example if possible ```python mix = pd.MultiIndex.from_product([['foo', 'bar'], ['one', 'two'], ['A', 'B']]) mix.isin([('foo', 'one', 'B'), ('bar', 'two', 'A')]) # returns `[False, True, False, False, False, False, True, False]` mix.isin([('bar',), ('foo', 'one', 'B'), ('bar'...
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451,223,552
MDExOlB1bGxSZXF1ZXN0Mjg0MzYzNTQw
26,623
fixes #26622: pd.MultiIndex.isin should fail when input args are too short
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9
2019-06-02T19:05:18Z
2019-11-07T23:34:43Z
2019-11-07T23:34:42Z
NONE
null
- [x] closes #26622 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry This fixes #26622 by making `pd.MultiIndex.isin` fail when input args are too short, as well as when they are too long (the current behavior). It also replaces existing error me...
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MDExOlB1bGxSZXF1ZXN0Mjg0MzY3MzQ3
26,624
DOC: Tidy documentation about plotting Series histograms
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2019-06-02T20:05:46Z
2019-06-02T23:11:53Z
2019-06-02T23:11:49Z
CONTRIBUTOR
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451,250,854
MDExOlB1bGxSZXF1ZXN0Mjg0MzgyNDcy
26,625
Unpin pytest
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8
2019-06-03T00:13:26Z
2019-12-25T20:21:41Z
2019-06-05T00:20:48Z
CONTRIBUTOR
null
Follow up from #26619. Since pytest have just done a point release for 4.6.1 we should be good to remove the pin. https://github.com/pytest-dev/pytest/issues/5358 cc @simonjayhawkins
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451,252,808
MDU6SXNzdWU0NTEyNTI4MDg=
26,626
Setup python 3.8 builds
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2019-06-03T00:29:23Z
2019-10-15T11:38:53Z
2019-10-15T11:38:53Z
CONTRIBUTOR
null
As the python 3.8 release date draws closer ( currently [scheduled](https://www.python.org/dev/peps/pep-0569/#release-schedule) for October this year ). I was wondering if we want to set up python3.8 builds? Given the 3.8 dev branch is available on [travis](https://docs.travis-ci.com/user/languages/python/) and s...
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DOC/CI: Removing Panel specific code from validate_docstrings.py
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2019-06-03T07:51:31Z
2019-06-04T11:23:43Z
2019-06-04T11:23:42Z
MEMBER
null
- [X] xref #25632 - [ ] tests added / passed - [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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26,628
ENH: Support multiple opening hours intervals for BusinessHour
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2019-06-03T08:00:14Z
2019-06-28T14:10:28Z
2019-06-28T14:10:21Z
CONTRIBUTOR
null
- [x] closes #15481 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry I'm not sure why, but after rebasing on latest master my previous PR #26400 is automatically closed. So I created a new PR here. I have edited as per all the comments there.
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26,629
Appender Causing MyPy Issues
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2019-06-03T12:38:30Z
2019-11-08T00:25:46Z
2019-11-08T00:24:45Z
MEMBER
null
ref https://github.com/pandas-dev/pandas/pull/26414#issuecomment-498224395 it appears that mypy and the Appender may not be playing nice together. A solution to this may be tucked away in https://github.com/python/mypy/issues/3157
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26,630
pandas Series apply returns dtype:datetime though convert_dtype is set to False
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2019-06-03T14:03:03Z
2020-04-02T04:34:49Z
null
NONE
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pandas version 0.24.2 #### Code Sample, a copy-pastable example if possible ```python import pandas as pd import datetime thisdf = pd.DataFrame({'date':['12.01.1999','','28.04.2012']}) def parseDate(date): try: return datetime.datetime.strptime(date,'%d.%m.%Y') except Exception: ...
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ENH: Added stride/offset aliases in to_datetime
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2019-06-03T14:17:30Z
2019-10-06T23:45:16Z
2019-10-06T23:45:16Z
CONTRIBUTOR
null
Added support for stride and offset aliases to the 'unit' keyword in 'to_datetime'. Documented support for additional 'unit' intervals that were available. - [ ] closes #xxxx - [ ] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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451,518,758
MDU6SXNzdWU0NTE1MTg3NTg=
26,632
pd.DataFrame.replace regression causes dtype to remain object
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2019-06-03T14:34:31Z
2019-11-20T05:13:38Z
2019-11-20T05:13:38Z
NONE
null
#### Code Sample, a copy-pastable example if possible ```python import pandas as pd # broken after pandas 0.23.4 if only "a" is replaced def return_replace(initial): return initial.replace({"a": 1.0, "b": 0.0}) # working def return_replace_just_one(initial): return initial.replace({"a": 1.0}) # the f...
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451,521,083
MDExOlB1bGxSZXF1ZXN0Mjg0NTk0ODEy
26,633
[TST] Fix test_quantile_interpolation_int
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2019-06-03T14:38:45Z
2019-06-05T07:22:31Z
2019-06-05T07:22:09Z
CONTRIBUTOR
null
Follow up https://github.com/pandas-dev/pandas/pull/26556#discussion_r289056741
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MDExOlB1bGxSZXF1ZXN0Mjg0NTk4NDU2
26,634
#26545 Fix: same .tsv file, get different data-frame structure using engine 'python' and 'c'
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2019-06-03T14:46:46Z
2019-06-13T18:08:53Z
2019-06-12T18:40:48Z
CONTRIBUTOR
null
- [x] closes #26545 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry BugFix: When using `engine='python'`, columns were handled incorrectly if the first header had in the bom. Bug: ``` In [1]: import pandas as pd ...
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451,588,316
MDExOlB1bGxSZXF1ZXN0Mjg0NjQ4OTYz
26,635
CLN/API: clean-up of level argument of isin for indexes
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6
2019-06-03T16:55:43Z
2019-06-09T17:51:30Z
2019-06-03T19:59:48Z
MEMBER
null
The docstring for Index.isin() states: ``` level : str or int, optional Name or position of the index level to use (if the index is a `MultiIndex`). ``` But the keyword is accepted by the other indexes, validated and raises if the level parameter does not match the only level i...
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451,596,098
MDU6SXNzdWU0NTE1OTYwOTg=
26,636
Enhancement request: read_html() parameter to control contents of DataFrame
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2019-06-03T17:15:18Z
2021-10-11T09:16:30Z
null
NONE
null
The current read_html() method is useful when parsing simple tables, however in practice, not every html table has been created with simple parsing in mind. It is often required that we identify the type or purpose of data in a table cell. HTML tables generally express information this via the assignment of a CSS cla...
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451,628,388
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26,637
Improve docs for pandas_version in Dataframe to_json(orient='table')
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2019-06-03T18:36:16Z
2020-10-14T12:33:58Z
2020-10-14T12:33:58Z
NONE
null
#### Code Sample, a copy-pastable example if possible ```python # Your code here import pandas as pd df = pd.DataFrame({'A': [1,2,3], 'B': [4,5,6], 'C': [7,8,9] }) df.to_json(orient='table', index='False') ``` #### Problem description I was attempting to serialize a dataframe and omit the indexes. In the gen...
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451,695,731
MDExOlB1bGxSZXF1ZXN0Mjg0NzM1ODU0
26,638
DOC: Minor doc cleanup because of Panel removal
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2019-06-03T21:22:48Z
2019-06-03T22:17:46Z
2019-06-03T22:17:41Z
CONTRIBUTOR
null
"Other data structures..." is not usuful anymore, as ``Panel`` and ``Panel4D`` are have been removed for the code base, Plus other small stuff.
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451,695,929
MDU6SXNzdWU0NTE2OTU5Mjk=
26,639
Possible performance regression in 9a42cbe85461c28417a5130bc80b035044c5575a
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17
2019-06-03T21:23:24Z
2019-12-30T17:45:24Z
2019-12-30T17:45:24Z
CONTRIBUTOR
null
Possible regression in https://github.com/pandas-dev/pandas/commit/9a42cbe85461c28417a5130bc80b035044c5575a ASV: http://pandas.pydata.org/speed/pandas/index.html#strings.Methods.time_normalize?commits=9a42cbe85461c28417a5130bc80b035044c5575a A bunch of benchmarks are ~20% slower. Not sure if that was talked about...
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MDU6SXNzdWU0NTE2OTc2MDA=
26,640
Investigate performance regression in TimeSeries.infer_freq
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2019-06-03T21:27:49Z
2021-07-10T02:15:40Z
null
CONTRIBUTOR
null
A whole bunch of them: - [ ] InferFreq: http://pandas.pydata.org/speed/pandas/index.html#timeseries.InferFreq.time_infer_freq?commits=9c5165e26260483ae64300c4d98939bf575aab7e-8154efb0c1a64295cf54e00025b4ab09bcd02752&p-freq=%27D%27 - [ ] DatetimeIndex http://pandas.pydata.org/speed/pandas/index.html#timeseries.Date...
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451,737,923
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26,641
Remove NDFrame.select
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2019-06-03T23:56:09Z
2019-06-05T09:06:32Z
2019-06-04T23:59:02Z
CONTRIBUTOR
null
- [x] xref #17633 - [x] whatsnew entry Removes ``NDFrame.select``, that was deprecated in 0.21.
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26,642
Rename NDFrame.filter to .select?
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2019-06-04T00:19:28Z
2021-07-10T02:18:03Z
null
CONTRIBUTOR
null
I've made a PR to remove ``NDFrame.select``, see #26641. That method was deprecated in 0.21. There was a discussion in #12401, where many participants agreed that removing the old ``select`` and having ``NDFrame.filter`` renamed to ``NDFrame.select`` would be a better naming scheme. I agree on that for several of th...
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26,643
DOC: Small whatsnew cleanups
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2019-06-04T00:27:07Z
2019-06-04T02:22:47Z
2019-06-04T01:23:50Z
MEMBER
null
Some small fixes I noticed reading over the whatsnew
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PLEASE IGNORE: Testing CI of plot refactoring #26414
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2019-06-04T11:02:17Z
2019-06-06T10:14:10Z
2019-06-06T10:14:10Z
MEMBER
null
This PR is not intended to be merged. The refactoring of plotting #26414 (splitting matplotlib specific code from the rest) is generating some weird errors in the CI that can't be reproduced locally. Will be pushing here some tests to try to understand what's going on.
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MyPy.ini Make Import Machinery Explicit
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2019-06-04T11:56:04Z
2020-01-16T00:34:50Z
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MEMBER
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Now that we've wound down a lot of the mistyped annotations in the code base the next logical review point is our import machinery. Previously we used `ignore_missing_imports` for everything in the code base, but this is suggested by Mypy only as a last resort: https://mypy.readthedocs.io/en/latest/running_mypy.html...
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catch iterator input in io.json.json_normalize
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2019-06-04T14:49:14Z
2019-06-04T17:24:15Z
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NONE
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The data argument in json_normalize should be an dictionary or list of dictionaries. If an iterator is passed, unexpected behavior can occur. In particular, this will result in the loss of the first row. See https://stackoverflow.com/questions/56362810/missing-first-document-when-loading-multi-document-yaml-file-in-pan...
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json_normalize Support for Generators
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NONE
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The data argument in json_normalize requires be an dictionary or list of dictionaries. If an iterator is passed, unexpected behavior can occur. In particular, this will result in the loss of the first row. See https://stackoverflow.com/questions/56362810/missing-first-document-when-loading-multi-document-yaml-file-in-p...
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CI/DOC: Building the documentation with azure-pipelines
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2019-06-04T16:29:15Z
2019-06-13T10:07:14Z
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MEMBER
null
- [X] xref #22766, #26574 - [ ] tests added / passed - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry Looks like the problem in #26591 was that the `HostName` input of the azure task that installs the key, is not the host name, but the `know_hosts` line for the host name w...
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merge_asof with one tz-aware datetime "by" parameter and another parameter raises
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2019-07-05T14:29:35Z
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#### Code Sample, a copy-pastable example if possible ```python import pandas as pd left = pd.DataFrame({ 'by_col1': pd.DatetimeIndex(['2018-01-01']).tz_localize('UTC'), 'by_col2': ['HELLO'], 'on_col': [2], 'value': ['a']}) right = pd.DataFrame({ 'by_col1': pd.DatetimeIndex(['2018-01-01...
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Handle numpy.matmul in DataFrame.__array_ufunc__
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2019-06-04T18:51:44Z
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#### Code Sample ```python import pandas as pd import numpy as np d = {'col1': [0.0037448, -0.002455324, 0.003062666, 0.000768503, 0.002309015]} df = pd.DataFrame(data=d) dfT = df.T np.matmul(dfT, df) ``` #### Problem description Issue originally raised here: https://github.com/numpy/numpy/issues/...
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26,651
BUG: avoid overflow in Bday generate_range, closes #24252
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2019-06-04T21:05:19Z
2019-06-21T02:13:48Z
2019-06-21T02:02:00Z
MEMBER
null
- [x] closes #24252 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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452,291,901
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26,652
Allow operator overloading for custom classes to return custom objects
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10
2019-06-05T02:50:15Z
2019-07-11T16:11:58Z
2019-07-11T16:11:57Z
NONE
null
Uses a similar convention as numpy's ufunc overriding mechanism (https://docs.scipy.org/doc/numpy-1.13.0/neps/ufunc-overrides.html) to fix #22255 - [x] closes #22255 - [ ] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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26,653
Update Accessors URL for PdVega package.
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2019-06-05T06:34:50Z
2019-06-05T11:53:41Z
2019-06-05T11:53:41Z
CONTRIBUTOR
null
See altair-viz/pdvega@7476a8a26b for details.
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26,654
DEPR: Deprecate NDFrame.swapaxes
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2019-06-05T09:16:18Z
2019-06-05T23:47:57Z
2019-06-05T23:47:57Z
CONTRIBUTOR
null
- [x] xref #18262 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry ``.swapaxes`` are not needed, now that ``Panel`` is being removed.
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26,655
Remove redundant check arr_or_dtype is None
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2019-06-05T09:35:43Z
2019-06-05T21:53:15Z
2019-06-05T21:37:55Z
CONTRIBUTOR
null
- [ X ] tests passed - [ X ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` Checking whether `if arr_or_dtype is None` is done in the beginning of the function so the following check is redundant and can be safely removed. This issue (among a few others) were flagged up by LGTM.com website: https...
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26,656
CI/DOC: pyarrow ImportError when using environment.yml to build the docs
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2019-06-05T10:57:40Z
2019-06-13T13:23:48Z
2019-06-13T13:23:48Z
MEMBER
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In #26648, when we tried to use `environment.yml` to build the docs in azure instead of `ci/deps/travis-36-docs.yaml`, we found that `pyarrow` couldn't be imported, and it failed with the next error : ``` ImportError: /home/vsts/miniconda3/envs/pandas-dev/lib/python3.7/site-packages/pyarrow/lib.cpython-37m-x86_64-l...
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DEPS: Adding missing doc dependencies to environment.yml
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2019-06-05T11:13:22Z
2019-06-05T13:36:09Z
2019-06-05T12:46:38Z
MEMBER
null
In #26648 we detected that `environment.yml` didn't contain some of the dependencies required to build the documentation. `environment.yml` is what we use to build the documentation locally. Adding them here. CC: @jorisvandenbossche
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26,658
loc allows different length boolean indexer
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2019-06-05T11:44:26Z
2019-06-26T19:48:44Z
2019-06-26T19:48:44Z
CONTRIBUTOR
null
Is this a bug, or deliberate? ```python In [45]: a.loc[[True, False]] # too few? Out[45]: a 1 dtype: int64 In [46]: a.loc[[True, False, True, False, False]] # too many? Out[46]: a 1 c 3 dtype: int64 ``` The fact that we raise here, when we have too many true values makes me think this is a ...
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DEPS: Group dependencies and provide information of why they are required
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2019-06-05T13:08:15Z
2019-06-06T15:46:22Z
2019-06-06T15:46:22Z
MEMBER
null
Our dependencies file `environment.yml` (https://github.com/pandas-dev/pandas/blob/master/environment.yml) is growing, and it's difficult to keep track on what each dependency is required for, and if there is any that can be removed. We already provide some groups: - required: pandas requires them to work - deve...
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Indices of df.describe(percentiles=np.linspace(...)) are mix of integers and decimal numbers
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2019-06-05T13:43:06Z
2019-06-11T00:16:58Z
2019-06-11T00:16:58Z
CONTRIBUTOR
null
#### Code Sample, a copy-pastable example if possible ```python import numpy as np import pandas as pd df = pd.DataFrame(columns=["a"], data=np.random.randint(10, size=30).reshape(-1, 1)) pct = np.linspace(0, 1, 20 + 1) desc = df.describe(percentiles=pct) print(desc.index) print(desc.loc['25%']) print(desc...
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26,661
CI: Remove isort from CI dependencies
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1
2019-06-05T13:46:49Z
2019-06-08T19:52:20Z
2019-06-08T19:52:20Z
MEMBER
null
In #25455 we added `isort` as a dependency to all our builds. Looks like the CI was failing, and adding `isort` fixed the problem. Not sure what the problem is, but `isort` is something we should only have in `environment.yml`, as it's only used in `ci/code_checks.sh` and locally. We should remove `isort` from all f...
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26,662
Excel Tests Continued Fixture Cleanup
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2019-06-05T13:49:22Z
2019-06-08T16:16:13Z
2019-06-08T16:15:58Z
MEMBER
null
Follow up to #26579 Removing the frame2 fixture which is sparsely used. I've also removed inheritance of `ReadingTestsBase` and made that it's own discoverable class. Previously these tests were only being generated when `TestXlrdReader` was being run which tightly couples reading with xlrd. The goal here in sub...
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26,663
PERF: asv for import time
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2019-06-05T13:56:27Z
2019-09-05T15:34:44Z
2019-09-05T15:34:44Z
MEMBER
null
Not entirely sure how to do it with asv, but at the command line its just `python3 -X importtime -c "import pandas"` - [ ] import time with `python3 -X importtime -c "import pandas"` - [ ] import size with something like `import pandas, psutil; psutil.Process().memory_info()`
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26,664
Using LGTM.com to find and fix issues in Python and C code
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2019-06-05T14:02:02Z
2019-06-06T10:01:25Z
2019-06-05T17:58:42Z
CONTRIBUTOR
null
There are a few issues in the code that were flagged up by LGTM.com website: https://lgtm.com/projects/g/pandas-dev/pandas/alerts/?mode=tree. Some of the other numerical computing repositories have been analyzed there as well such as [numpy](https://lgtm.com/projects/g/numpy/numpy/alerts/?mode=tree) and [scipy](https:/...
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ERR: include original error message for missing required dependencies
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2019-06-05T14:07:17Z
2019-06-05T20:33:37Z
2019-06-05T18:44:39Z
CONTRIBUTOR
null
- [x] closes #23868 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry Modifies the try-catch for imports of required dependencies (`numpy`, `pytz`, and `dateutil`) to record any exceptions raised, and then to include the message from these when r...
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PERF: use lazy imports on py37 to speed up import
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2019-06-05T14:52:17Z
2019-06-18T15:49:17Z
2019-06-18T15:49:16Z
MEMBER
null
IIUC py37 supports patching of module-level `__getattr__`. One of the big uses cases for that is lazy imports. This might be nice to use for some lesser-used modules, e.g. in `io`. Not sure how much trouble it will be to do this conditionally for py37+ only.
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26,667
pandas cannot actually read Stata file format 104
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2019-06-05T15:13:17Z
2020-05-12T14:54:10Z
2020-05-12T14:54:10Z
CONTRIBUTOR
null
#### Code Sample, a copy-pastable example if possible Data usage agreements prevent me from attaching a Stata file of format version 104, so I cannot easily provide a copy/paste example. This is unfortunate as I have several of these files... ``` . dtaversion CIV_LSMS_1987_ANTHROPOMETRICS_A.DTA (file "CIV_LSM...
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Deprecate Series/Dataframe.to_dense/to_sparse
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2019-06-05T15:54:16Z
2019-06-07T06:55:11Z
2019-06-05T16:50:50Z
CONTRIBUTOR
null
- [x] closes #26557 - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` Marks the methods mentioned in #26557 as deprecated, with proper messages.
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Filter warning in sparse repr
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2019-06-05T17:26:42Z
2019-06-05T21:48:53Z
2019-06-05T21:48:47Z
CONTRIBUTOR
null
xref https://github.com/pandas-dev/pandas/issues/26555
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26,670
WIP: environment.yml encounters import error with pyarrow
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2019-06-05T18:27:50Z
2019-06-13T13:29:49Z
2019-06-12T21:10:20Z
CONTRIBUTOR
null
#LondonPythonSprints - [X] closes #26656 - [ ] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry This issue seems to be ubiquitous, and below link suggest solution: https://github.com/apache/arrow/issues/2213
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MDExOlB1bGxSZXF1ZXN0Mjg1NTA1NjYz
26,671
WIP: isort init files
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2019-06-05T18:50:41Z
2019-06-08T13:30:35Z
2019-06-08T13:30:35Z
CONTRIBUTOR
null
#LondonPythonSprints - [x] closes #26661 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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26,672
DO NOT MERGE Marc/docs azure
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2019-06-05T19:11:20Z
2019-06-05T23:24:38Z
2019-06-05T23:24:33Z
CONTRIBUTOR
null
#LondonPythonSprints - [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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26,673
TST: tests.plotting.test_frame.test_subplots failing on locally OSX
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2019-06-05T19:16:23Z
2019-06-09T18:21:17Z
2019-06-09T18:21:08Z
MEMBER
null
It's marked as slow, making it easy to fall through the cracks. Will troubleshoot later, just parking this here for now.
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26,674
Fix deletion of temp variables in main namespace (left-over from GH26665)
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2019-06-05T19:32:26Z
2019-06-05T20:34:25Z
2019-06-05T20:34:24Z
MEMBER
null
Fixing my merge of https://github.com/pandas-dev/pandas/pull/26665
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26,675
BUG: .isin on datetimelike indexes do not validate input of level parameter
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2019-06-05T19:35:11Z
2019-06-09T21:59:56Z
2019-06-09T21:59:56Z
MEMBER
null
#### Code Sample, a copy-pastable example if possible ```python index = pd.DatetimeIndex([], name='foo') index.isin([], level='foobar') ``` #### Problem description on master: ``` array([], dtype=bool) ``` on 0.23.4 ``` --------------------------------------------------------------------------- T...
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26,676
VIS: test plots losing information on y axis
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2019-06-05T19:41:21Z
2020-05-22T03:34:29Z
null
MEMBER
null
tests.plotting.test_frame.TestDataFramePlots.test_subplots_timeseries_y_axis issues a warning when plotting a datetime64[tz] column: ``` pandas/tests/plotting/test_frame.py::TestDataFramePlots::test_subplots_timeseries_y_axis /Users/bmendel/Desktop/pd/matwarns/pandas/plotting/_core.py:384: FutureWarning: Convert...
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26,677
BUG: .isin on datetimelike indexes do not validate input of level parameter
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2019-06-05T19:41:28Z
2019-06-10T07:57:50Z
2019-06-09T21:59:57Z
MEMBER
null
#LondonPythonSprints - [x] closes #26675 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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26,678
TST: avoid matplotlib warnings in tests
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2019-06-05T19:44:38Z
2019-06-07T19:58:18Z
2019-06-07T19:45:00Z
MEMBER
null
In master we get the following warnings in this file: ``` $ pytest pandas/tests/plotting/test_frame.py --skip-slow [...] pandas/tests/plotting/test_frame.py::TestDataFramePlots::test_mpl2_color_cycle_str pandas/pandas/plotting/_style.py:60: MatplotlibDeprecationWarning: Support for uppercase single-letter co...
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26,679
DOC: Fixed warning about convert_objects in doc build
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2019-06-05T19:55:46Z
2019-07-31T11:49:59Z
2019-06-14T13:58:17Z
NONE
null
`convert_objects` doesn't exist anymore, and the example in the release notes when it was added is failing and generating a warning in the doc build: ``` Exception in /home/travis/build/pandas-dev/pandas/doc/source/whatsnew/v0.11.0.rst at block ending on line None Specify :okexcept: as an option in the ipython:: blo...
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derivative method for Series and DataFrame
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2019-06-05T20:15:57Z
2019-06-05T21:30:36Z
2019-06-05T21:30:35Z
CONTRIBUTOR
null
Hello, when dealing with sensors data (energy meter, volumetric meter, ...) and having such data in a `DataFrame` (or in a `Series`) it can be convenient to easily calculate derivative of values (generally over local time) ie calculate power from energy consumption for example or flow rate from volume over time. ...
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integrate method for Series and DataFrame
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2019-06-05T20:27:33Z
2019-06-06T19:25:53Z
2019-06-05T21:31:11Z
CONTRIBUTOR
null
Hello, Similar to #26680 when dealing with sensors data such as power meter or flow meter and having such data in a `DataFrame` (or in a `Series`) it can be convenient to easily calculate integral of values ie calculate energy consumption from power usage, volume consumption from flow rate for example. Maybe `Ser...
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read_sql_query converts empty columns to object with no way to override
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2019-06-06T16:12:35Z
2019-06-06T12:08:41Z
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#### Code Sample, a copy-pastable example if possible ```python import pandas import numpy import sqlite3 con = sqlite3.connect('example.db') df = pandas.DataFrame( { 'filled': [1.0, 2.0, 3.0], 'partial': [1.0, numpy.nan, numpy.nan], 'empty': [numpy.nan] * 3 } ) df.to_sql(...
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Warning while reindexing tz aware index with method='nearest'
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2020-02-03T03:48:29Z
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Reindexing a tz aware dataframe using method='nearest' raise an internal warning. ```python from pandas.util.testing import makeTimeDataFrame df = makeTimeDataFrame(freq='1h') df = df.tz_localize('UTC') df.reindex(df.index[1:4], method='nearest') ``` raises a warning: ``` /lib/python3.7/site-packages/pandas/co...
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DEPR: Deprecate Series/Dataframe.to_dense/to_sparse
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2019-06-06T03:49:53Z
2019-06-19T00:41:11Z
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CONTRIBUTOR
null
- [x] closes #26557 - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] add whatsnew entry - [x] add tests Marks the methods mentioned in #26557 as deprecated, with proper messages.
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ERR: include original error message for missing required dependencies
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2019-06-06T07:42:15Z
2019-06-11T08:27:06Z
2019-06-11T08:27:05Z
CONTRIBUTOR
null
closes #23868 Resubmit of PR #26665, which was merged in a bit too eagerly! Change to test hopefully avoids recursion, although like others, it doesn't reproduce locally for me.
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Defer Series.str.get_dummies to pandas.get_dummies
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2019-06-06T08:59:59Z
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NONE
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- [x] closes #19618 - [x] tests added / passed - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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rolling_apply forces output type to be numerical
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#### Code Sample, a copy-pastable example if possible ```python pd.Series([1, 2, 3, 4]).rolling(2).apply(lambda n: str(n)) ``` #### Problem description When using `rolling(x),apply(func)`, an error is thrown if the return value of `func` is non-numeric. Is this necessary? There are valid cases for a rolling app...
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series.rolling doesn't create windows when values are NaN or inf
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2019-06-06T11:46:41Z
2019-06-07T01:53:30Z
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#### Code Sample, a copy-pastable example if possible ```python def fn(window): return(0) pd.Series([1, 2, 3, np.inf, 4, 5, 6]).rolling(2).apply(fn) ``` output: ``` 0 NaN 1 0.0 2 0.0 3 NaN 4 NaN 5 0.0 6 0.0 ``` #### Problem description If `series.rolling(x).apply(fn)` doe...
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26,689
Comparison between TimedeltaIndex/PeriodIndex and 0-dim ndarray raises
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CONTRIBUTOR
null
```python In [17]: a = pd.timedelta_range('2H', periods=4) In [18]: a <= np.array(a.to_numpy()[0]) ``` ```pytb --------------------------------------------------------------------------- TypeError Traceback (most recent call last) <ipython-input-18-e196011a0cff> in <module> ---...
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ImportError: cannot import name 'Timedelta'
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2019-06-11T06:41:33Z
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#### Code Sample, a copy-pastable example if possible ```python # X@ubuntu:~/Desktop$ pylivetrader run -f algo.py --backend-config config.yaml ``` #### Problem description I'm trying to run pylivetrader locally in a conda environment with all requisites met, so far as I can see. Pandas continually fails. ...
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MDExOlB1bGxSZXF1ZXN0Mjg1ODI1NjM3
26,691
DEPS: Grouping deps and adding information to environment.yml
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6
2019-06-06T14:19:50Z
2019-06-07T07:42:20Z
2019-06-06T15:46:22Z
MEMBER
null
- [X] closes #26659 - [ ] tests added / passed - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry I didn't add or remove any dependency here. I think it makes more sense to keep exactly the same here that the diff is not so clear, and make changes in a follow up PR if needed...
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453,081,056
MDU6SXNzdWU0NTMwODEwNTY=
26,692
If tuples used as index pd.read_json( orient='split') does not read file saved by df.to_json(orient='split)
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2
2019-06-06T15:00:11Z
2020-11-04T21:51:51Z
null
NONE
null
#### Code Sample, a copy-pastable example if possible ```python a = pd.DataFrame() a['example'] = [0, 1 ,2, 3 ,4 ,5 ,6] a.index = [(i, i) for i in range(7)] a.to_json('test2.json', orient='split') b = pd.read_json('test2.json', orient='split') ``` #### Problem description After using tuples as index and savi...
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26,693
DEPS: Using cpplint from conda-forge
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5
2019-06-06T15:52:05Z
2019-06-07T11:29:27Z
2019-06-07T11:29:24Z
MEMBER
null
Follow up of #26691. `cpplint` was installed from pip, but it's now available in conda-forge. CC: @TomAugspurger
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453,184,316
MDExOlB1bGxSZXF1ZXN0Mjg1OTI1Njk1
26,694
Add Sponsors Button to GitHub Repo
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5
2019-06-06T18:47:36Z
2019-06-07T17:24:15Z
2019-06-07T17:01:59Z
MEMBER
null
While discussion on other support avenues are still ongoing, I think it would still be beneficial to add the a Sponsors Button to the repo that points to https://pandas.pydata.org/donate.html Note: https://www.flipcause.com/secure/cause_pdetails/MzA3OA== is the direct page to donate but this link doesn't appear as "...
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MDU6SXNzdWU0NTMxODg1NzU=
26,695
CI - Azure: print skipped tests
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0
2019-06-06T18:58:04Z
2019-06-10T15:48:30Z
2019-06-10T15:48:04Z
MEMBER
null
We have a `ci/print_skipped.py` script to print the skipped tests, that is currently used in Travis (see end of `.travis.yml` file). It would be to also do this in Azure as an extra step.
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453,199,120
MDU6SXNzdWU0NTMxOTkxMjA=
26,696
Test for tests\indexes\datetimes\test_tools.py fails
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2019-06-06T19:25:05Z
2019-06-06T19:29:32Z
2019-06-06T19:25:27Z
CONTRIBUTOR
null
I'm getting an error when running the tests suite. I've locatet the relevant PR to be #26585. It is failing on my machine, but not on the CI, so I assume some configuration differences. I'm on a Windows machine, which could be the relevant difference. See my cinfuíguration at the bottom of this issue. ``` ======...
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MDExOlB1bGxSZXF1ZXN0Mjg1OTczMDM2
26,697
PERF: use python int in RangeIndex.get_loc
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3
2019-06-06T21:18:16Z
2019-10-15T20:09:12Z
2019-06-07T11:35:18Z
CONTRIBUTOR
null
Follow-up to #26565. I didn't ensure a python int in ``RangeIndex.get_loc`` in the original PR, causing a slow performance when using a key with a wrong type: ```python In [1]: rng = pd.RangeIndex(1_000_000) In [2]: %timeit rng.get_loc(np.int64(900_000)) 156 ms ± 1.03 ms per loop # master 478 ns ± 6.3 ns per l...
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26,698
CI: Add print skipped tests into azure step
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2019-06-07T01:44:49Z
2019-06-10T23:09:33Z
2019-06-10T15:48:05Z
CONTRIBUTOR
null
- [x] closes #26695 - [ ] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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MDU6SXNzdWU0NTMzNTM3MTg=
26,699
Replace flat columns with hierarchical while merge
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2019-06-07T06:12:52Z
2021-07-10T02:24:56Z
2021-07-10T02:24:56Z
NONE
null
Is there is any standard method to replace flat columns with hierarchical while merge the dataframes? I mean something like: ```python def columns_as_multiindex(df, inplace=False): """Replace flat (:obj:`pandas.Index`) columns with hierarchical (:obj:`pandas.MultiIndex`). Parameters ----------...
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MDExOlB1bGxSZXF1ZXN0Mjg2MDg0MjMz
26,700
DOC: Not running clipboard examples in the doc
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11
2019-06-07T07:56:12Z
2019-06-09T12:07:27Z
2019-06-08T23:07:30Z
MEMBER
null
- [X] xref #26648, #26103 - [ ] tests added / passed - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry The clipboard example in the docs is failing when building in azure (#26648), and had to be previously fixed in travis (#26103). I don't think there is any need to run tho...
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453,400,493
MDU6SXNzdWU0NTM0MDA0OTM=
26,701
DataFrame(dataTuple) crashes
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1
2019-06-07T08:39:03Z
2019-06-07T10:34:42Z
2019-06-07T10:33:35Z
NONE
null
#### MWE ```python import pandas data = ([1, 2, 3], [4, 5, 6], [7, 8, 9]) pandas.DataFrame(data) # the whole process crashes ``` #### Problem description the whole python process crashes when pandas.DataFrame() is called with a tuple for the data argument. #### Expected Output ``` 1 2 3 0 1 2 3 ...
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https://api.github.com/repos/pandas-dev/pandas/issues/26702
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453,403,521
MDExOlB1bGxSZXF1ZXN0Mjg2MDk4NjQz
26,702
PERF: restore DatetimeIndex.__iter__ performance by using non-EA implementation
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8
2019-06-07T08:46:53Z
2019-06-07T19:35:04Z
2019-06-07T19:01:02Z
CONTRIBUTOR
null
The `timeseries.TimeIteration.time_iter` benchmark shows a `6.4x` regression here: https://qwhelan.github.io/pandas/#timeseries.Iteration.time_iter?p-time_index=%3Cfunction%20date_range%3E&commits=08395af4-fc24c2cd . An iteration of `asv find` blames https://github.com/pandas-dev/pandas/commit/1fc76b80#diff-26a6d2ca7ad...
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453,450,812
MDExOlB1bGxSZXF1ZXN0Mjg2MTM2OTQ3
26,703
Renaming asv setting build_cache_size
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2019-06-07T10:44:44Z
2019-06-10T22:28:20Z
2019-06-10T22:28:16Z
MEMBER
null
The CI job that is checking that the benchmarks don't break is reporting that an `asv` setting has been renamed. I think we've got a server where we run the benchmarks, not sure if we replicate the environment there at every run from `environment.yml`. Otherwise I guess we should do it manually before merging this. ...
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MDExOlB1bGxSZXF1ZXN0Mjg2MTQ5ODk5
26,704
Convert Sparse ASVs
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2019-06-07T11:28:42Z
2019-06-16T14:32:18Z
2019-06-16T14:32:13Z
CONTRIBUTOR
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26,705
Deprecate Series.ftype / DataFrame.ftypes
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2019-06-07T13:20:34Z
2019-06-11T00:18:58Z
2019-06-11T00:18:58Z
MEMBER
null
With the `ftype(s)` property, you could check if data was sparse: ``` In [26]: df = pd.DataFrame({'a': pd.SparseArray([1, np.nan, 1])}) In [27]: df Out[27]: a 0 1.0 1 NaN 2 1.0 In [28]: df.dtypes Out[28]: a Sparse[float64, nan] dtype: object In [29]: df.ftypes Out[29]: a float64:...
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26,706
Recommended way to check for sparse data (DataFrame or Series)
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2019-06-07T13:28:33Z
2021-07-10T02:28:27Z
null
MEMBER
null
Previously, you check for the SparseDataFrame class, but now we want people to store sparse data in normal DataFrames/Series. So for a library developer, what is the recommended way to check for sparse data? For a Series (or SparseArray), the `pd.api.types.is_sparse` still works on a plain Series with sparse dat...
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26,707
BUG: TDI/PI comparison with zero-dim array
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3
2019-06-07T14:30:53Z
2019-06-07T16:03:10Z
2019-06-07T15:14:35Z
MEMBER
null
- [x] closes #26689 - [x] tests added / passed - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry The long-term solution to problems of this kind will be #23853.
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26,708
set eval(engine="python") for python2
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2019-06-07T14:37:59Z
2019-06-08T21:52:54Z
2019-06-08T21:52:53Z
NONE
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see issue https://github.com/pandas-dev/pandas/issues/26549 - [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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453,598,969
MDU6SXNzdWU0NTM1OTg5Njk=
26,709
Broken benchmarks
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2019-06-07T16:34:40Z
2019-06-07T20:34:08Z
2019-06-07T20:34:08Z
MEMBER
null
The benchmarks are currently broken, and are making red the CI of all PRs that modify something in `asv_bench` (we run the CI check for benchmarks when something is modified in that directory). This has probably been caused by #26225. But it's strange that the CI for that PR wasn't red, since it run the benchmark ch...
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26,710
New accessor API
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17
2019-06-07T17:58:19Z
2021-07-10T02:32:49Z
null
MEMBER
null
Currently, to extend pandas `Series`, `DataFrame` and `Index` with user-defined methods, we use accessors in the next way: ```python @pandas.api.extensions.register_series_accessor('emoji') class Emoji: def __init__(self, data): self.data = data def is_monkey(self): """ This ...
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453,654,805
MDExOlB1bGxSZXF1ZXN0Mjg2MzAyMTU3
26,711
PERF: perform a unique intersection with IntervalIndex if at least one side is unique
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6
2019-06-07T19:08:56Z
2019-07-20T09:39:54Z
2019-06-10T22:20:53Z
CONTRIBUTOR
null
Resolves https://github.com/pandas-dev/pandas/issues/26709 ``` before after ratio [3ff4f38f] [30bd5369] <datetime_iter~1> - 749±100μs 365±70μs 0.49 index_object.IntervalIndexMethod.time_intersection_duplicate(1000) - 59.6±3ms 8.04±0.2ms ...
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MDExOlB1bGxSZXF1ZXN0Mjg2MzA0NDMy
26,712
ASV: remove large IntervalIndex benchmark
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3
2019-06-07T19:17:00Z
2019-06-07T20:37:18Z
2019-06-07T20:34:08Z
CONTRIBUTOR
null
Closes #26709 The `setup` for that `N` took 30s+ on my machine. I doubt that was intended.
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