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38,819
REGR: read_excel does not work for most file handles
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2020-12-30T16:11:15Z
2020-12-31T16:24:45Z
2020-12-30T21:12:30Z
CONTRIBUTOR
null
- [x] closes #38788 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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CI,STYLE: GH38802 narrow down list of ignored words
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2020-12-30T16:18:54Z
2020-12-31T09:07:34Z
2020-12-31T09:07:34Z
CONTRIBUTOR
null
- [x] closes #38811 - [ ] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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38,821
ENH: concat & merge: return True if left DataFrame is modified
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2020-12-30T17:27:06Z
2020-12-30T19:36:53Z
2020-12-30T19:36:52Z
NONE
null
Hi, This ticket is to propose 2 changes: 1st change: make available `concat` as method of DataFrame (similar to `merge`) Concat could accept a list of DataFrame, similar to `pd.concat`. 2nd change: whichever `pandas.DataFrame.merge` or (newly implemented) `pandas.DataFrame.concat` - modify left DataFrame in pl...
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38,822
CLN: Simplify inspect_excel_format
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2020-12-30T18:01:36Z
2020-12-30T19:21:48Z
2020-12-30T19:21:27Z
MEMBER
null
The function `io.excel._base.inspect_excel_format` does not need to take two parameters `path` and `content` since either is passed to get_handle. It should instead take a single parameter, `path_or_buf`.
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38,823
CLN: Simplify inspect_excel_format
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2020-12-30T18:02:22Z
2021-01-08T21:39:23Z
2021-01-08T21:39:23Z
MEMBER
null
ref: #38819 The function `io.excel._base.inspect_excel_format` does not need to take two parameters `path` and `content` since either is passed to get_handle. It should instead take a single parameter, `path_or_buf`.
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38,824
TST: add missing loc label indexing test
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2020-12-30T18:15:28Z
2021-01-01T18:18:05Z
2021-01-01T18:16:37Z
CONTRIBUTOR
null
- [ ] closes #xxxx - [x] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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38,825
TST: GH30999 Change all pytest.raises in pandas/tests/indexing to tm.external_error_raised
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2020-12-30T18:18:50Z
2020-12-31T16:40:17Z
2020-12-31T16:40:14Z
MEMBER
null
Addresses xref #30999 for pandas/tests/indexing by changing three bare `pytest.raise` instances to `tm.external_error_raised` This is the last of the simpler PRs for #30999 - after that it gets more complex. - [ ] closes #xxxx - [ ] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstre...
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38,826
CLN: add typing to dtype arg in selection of files in core/arrays (GH38808)
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2020-12-30T18:27:55Z
2020-12-31T03:08:33Z
2020-12-31T03:08:30Z
CONTRIBUTOR
null
Follow on PR for #38808 - [ ] closes #xxxx - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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ENH: Expanded display of dataframe, akin to postgres \x
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2020-12-30T18:31:49Z
2021-08-14T22:57:13Z
2021-08-14T22:57:13Z
NONE
null
#### Is your feature request related to a problem? When viewing large dataframes in a terminal, it is often preferable to display the data in "expanded format" or "long format" (as opposed to "wide"), essentially the result of melting every column. This makes the entire dataframe less sensitive to the width of the t...
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Backport PR #38789 on branch 1.2.x (BUG: Fix precise_xstrtod segfault on long exponent)
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2020-12-30T18:41:31Z
2020-12-30T20:28:25Z
2020-12-30T20:28:25Z
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Backport PR #38789: BUG: Fix precise_xstrtod segfault on long exponent
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38,829
Parametrized groupby allowlist test
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2020-12-30T19:52:09Z
2020-12-31T01:48:56Z
2020-12-31T01:48:53Z
MEMBER
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Still exploring a few things to remove setting the .data pointer in Cython - this test is liable to fail but very tough to debug with current loop @jbrockmendel
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BUG: Misaligned columns from read_csv on Ecobee CVS
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2020-12-30T19:57:34Z
2021-01-06T22:56:26Z
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NONE
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. --- #### Code Sample, a copy-pastable example ```python import pandas as pd df = pd.read_csv("pdbug.csv", comment="#") df.info() print(df) ``` with `pdbug.csv` be...
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BUG: frame_length_0[key] = nonempty_frame raises ValueError
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``` df = pd.DataFrame(columns=["A", "B"]) other = pd.DataFrame({"B": [1, 2]}) >>> df["B"] = other ValueError: Cannot set a frame with no defined index and a value that cannot be converted to a Series >>> df[["B"]] = other # <-- works as expected ```
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Backport PR #38819 on branch 1.2.x (REGR: read_excel does not work for most file handles)
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2020-12-30T21:12:57Z
2020-12-30T23:18:37Z
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Backport PR #38819: REGR: read_excel does not work for most file handles
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REF: move putmask internals in array_algos.putmask
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- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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BUG: IntervalIndex.intersection returning duplicates
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2020-12-30T22:46:08Z
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MEMBER
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- [x] closes #38743 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry Moved the wrong test code into a new test with adjusted behavior
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BUG: astype_nansafe with copy=False
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- [x] closes #34456 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry Opens up possibility of addressing #23092
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- [ ] closes #xxxx - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry It is silently ignored ATM.
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38,837
DOC: create shared includes for comparison docs, take II
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2020-12-30T23:35:20Z
2021-01-03T19:39:32Z
2021-01-03T19:39:31Z
MEMBER
null
This is a duplicate of https://github.com/pandas-dev/pandas/pull/38771, but instead of defining `:tips:` in a `:suppress:` block, it attempts to tell flake8-rst to ignore those warnings. In other words, only one of these pull requests should be merged; the other can be closed. - [ ] ~~closes #xxxx~~ - [ ] tests add...
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38,838
Backport PR #38816 on branch 1.2.x (REGR: groupby.sem with nuisance columns)
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2020-12-30T23:39:23Z
2020-12-31T03:02:41Z
2020-12-31T03:02:40Z
NONE
null
Backport PR #38816: REGR: groupby.sem with nuisance columns
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DOC: fix includes
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2020-12-31T00:10:27Z
2021-01-01T21:14:25Z
2020-12-31T16:39:16Z
MEMBER
null
- Added missing `.` to the `.. include`s - Put the includes in a folder to exclude from Sphinx, to avoid `:orphan:` being written to the HTML Before: <img width="1156" alt="Screen_Shot_2020-12-30_at_7_08_52_PM" src="https://user-images.githubusercontent.com/86842/103387595-99de4380-4ad2-11eb-85bf-8ac8da85676a.pn...
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TYP: follow-ups to recent PRs
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Update conf.py to execute imports during pdf building
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2020-12-31T02:32:07Z
2021-01-06T04:38:01Z
2021-01-05T12:57:09Z
CONTRIBUTOR
null
closes #38451 According [https://ipython.readthedocs.io/en/stable/sphinxext.html](), it should be `ipython_execlines` not `ipython_exec_lines`. Should close issue #38451
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38,842
API/BUG: silently-ignored dtype in DataFrame constructor
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2020-12-31T02:57:48Z
2020-12-31T15:36:58Z
2020-12-31T15:36:58Z
MEMBER
null
I would expect this to raise rather than silently ignore: ``` df = pd.DataFrame({"A": ["foo", "bar"]}, dtype="i8") >>> df A 0 foo 1 bar >>> df.dtypes A object dtype: object ```
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38,843
BUG: inconsistent concat casting EA vs non-EA
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2020-12-31T03:04:11Z
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MEMBER
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- [ ] closes #xxxx - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry Because we dont have 2D EAs, we end up passing axis=0 to concat_compat from internals.concat. As a result we drop empty arrays only when EAs are pre...
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BUG: pandas.Series.round not yet implemented for FloatingArray
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2020-12-31T03:39:14Z
2021-08-04T18:38:14Z
2021-03-08T14:32:31Z
NONE
null
- [X ] I have checked that this issue has not already been reported. - [ X] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/...
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BUG: DataFrame([listlikes]) different shape if first listlike is Categorical
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``` arrs = [np.arange(0, 40, 10), np.arange(0, 40, 10), np.arange(0, 40, 10)] arrs2 = arrs.copy() arrs2[0] = pd.Categorical(arrs2[0]) df = pd.DataFrame(arrs) df2 = pd.DataFrame(arrs2) df3 = pd.DataFrame(arrs2[::-1]) >>> df.shape (3, 4) >>> df2.shape (4, 3) >>> df3.shape (3, 4) ``` It's specific t...
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remove docs from packages
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2020-12-31T04:15:58Z
2021-04-09T00:10:24Z
2021-04-09T00:04:51Z
CONTRIBUTOR
null
- ~closes #xxxx~ - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry #30741 discusses removing documentation and tests from package distributions. This is valuable because it makes `pandas` easier to use in storage-sensi...
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CI,STYLE: narrow down ignore-words-list of codespell
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2020-12-31T09:25:12Z
2021-01-04T01:13:47Z
2021-01-04T01:13:44Z
CONTRIBUTOR
null
- [x] xref #38820 - [ ] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry see Issue #38802, task4
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2020-12-31T10:35:30Z
2020-12-31T12:00:42Z
2020-12-31T12:00:36Z
MEMBER
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Backport PR #38806
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TST: GH30999 address all bare pytest.raises in pandas/tests/arrays/boolean/test_arithmetic.py
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2020-12-31T12:14:36Z
2021-01-01T00:03:54Z
2021-01-01T00:03:54Z
MEMBER
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xref #30999 I thought I was done with the simple bare `pytest.raise` instances but I somehow missed this test module. Four instances, three fixed by adding `match` and one by using `tm.external_error_raised` because I believe the error comes from numpy. - [ ] closes #xxxx - [ ] tests added / passed - [x] passes `b...
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DOC: sphinx error in 1.2.1 release notes
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REGR: fillna on datetime64[ns, UTC] column hits RecursionError
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2020-12-31T13:34:39Z
2021-01-16T01:09:21Z
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#### Code Sample ```python from datetime import datetime, timezone import pandas as pd df = pd.DataFrame(range(31)) df["dt"] = pd.date_range("2020/12/01", "2020/12/31", tz="UTC") df["dt"].iloc[5] = pd.NaT df["dt"] = df["dt"].fillna(datetime(1980, 1, 1, tzinfo=timezone.utc)) ``` #### Problem description ...
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BLD: move metadata to setup.cfg
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2020-12-31T15:28:54Z
2021-06-12T15:40:36Z
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MEMBER
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move metadata to setup.cfg to separate them from build logic.
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Backport PR #38850 on branch 1.2.x (DOC: sphinx error in 1.2.1 release notes)
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Backport PR #38850: DOC: sphinx error in 1.2.1 release notes
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Fix broken link in docs of DataFrame.to_hdf
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1
2020-12-31T15:58:31Z
2021-01-01T12:14:28Z
2020-12-31T18:48:28Z
CONTRIBUTOR
null
The link in https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.to_hdf.html in "See also" seems to be broken. This should fix it. - [ ] closes #xxxx - [ ] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew e...
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38,855
TST: GH30999 address all bare pytest.raises in pandas/tests/series and add EMPTY_STRING_PATTERN to tm
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1
2020-12-31T16:04:09Z
2020-12-31T18:47:41Z
2020-12-31T18:47:38Z
MEMBER
null
This PR is to address xref #30999 in pandas/tests/series Three of the four errors raised within `pytest.raises` were for `NotImplementedError` with the empty string as the error message. Rather than individually making a regular expression for the empty string, I added one as a constant to `pandas/_testing/__init__....
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38,856
BUG: Groupby + Fillna loses the group
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4
2020-12-31T16:39:55Z
2021-01-01T00:00:55Z
2021-01-01T00:00:55Z
NONE
null
Hello there and happy new year! Perhaps one of the last bugs of 2020... Please consider this example where I fill forward missing values by groups. ``` pd.__version__ Out[33]: '1.2.0' df = pd.DataFrame({'group' : ['a','a','a','b','b'], 'time' : [pd.to_datetime('2020-01-01 10:00:00'), ...
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38,857
BUG: DataFrame(ndarray, dtype=categoricaldtype)
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2020-12-31T17:01:44Z
2021-01-02T02:17:50Z
2021-01-02T02:00:55Z
MEMBER
null
- [ ] closes #xxxx - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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38,858
DOC/CI: Fix building docs with --no-api
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2020-12-31T17:28:16Z
2021-01-13T15:03:03Z
2021-01-13T14:30:21Z
MEMBER
null
- [ ] closes #xxxx - [ ] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry Fixes running docs via python make.py --no-api A few notes: - The removed check `if os.path.exists(path):`; will incorrectly raise if ...
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38,859
ENH: Implement '_period_dtype_code' attribute to 'pandas._libs.tslibs.offsets.MonthBegin'
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2020-12-31T17:37:55Z
2021-08-14T22:57:49Z
null
NONE
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Code... ```python index_offsets = pd.tseries.frequencies.to_offset('1MS') time_marker = pd.Timestamp('2020/01/02 1:59') period = pd.Period(time_marker, freq = index_offsets.freqstr) ``` ... raises following error message: ```python Traceback (most recent call last): File "pandas/_libs/tslibs/period.pyx", l...
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38,860
TYP: add RandomState alias
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2020-12-31T17:47:15Z
2021-06-22T00:34:09Z
2021-06-22T00:34:09Z
CONTRIBUTOR
null
This is a follow up of #38594. When adding type hints to the `sample` method, I ran into some problems for `random_state`. The reason is that `numpy < 1.17.0` does not have the `random.Generator` class implemented. I tried to solve this with checking the numpy version with: ```python if np_version_under1p17: R...
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38,861
BUG: additional keys in groupby indices when NAs are present
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2020-12-31T18:06:26Z
2021-01-02T20:52:46Z
2021-01-01T20:41:44Z
MEMBER
null
- [x] closes #9304 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry `lib.indices_fast` included logic to skip over null values (-1's), but did not include the case where the first index is null. Currently this functio...
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CI speed-up @github-actions pre-commit by only running it on changed files
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2020-12-31T18:45:37Z
2021-01-31T19:36:22Z
2021-01-31T19:36:22Z
MEMBER
null
From #38858 it seems the actions works fine, though is perhaps a bit slow as it has to run on all files If we apply the diff ```diff diff --git a/.github/workflows/comment_bot.yml b/.github/workflows/comment_bot.yml index 98b8e10f6..dc396be75 100644 --- a/.github/workflows/comment_bot.yml +++ b/.github/workflow...
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38,863
DOC: refactor CSV parser section in user guide
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2020-12-31T19:39:06Z
2021-01-07T07:30:01Z
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xref https://github.com/pandas-dev/pandas/pull/31817#discussion_r509808971 We want to refactor that entire section of the user guide to provide a table-like comparison of all of the parsers. This should wait until #38370 is merged and the `pyarrow` engine is available.
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TST: GH30999 add match=msg to 2 pytest.raises in pandas/tests/io/json/test_normalize.py
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xref #30999 for pandas/tests/io/json/test_normalize.py And with this my work on #30999 is done. Will head over to the issue to explain why I am not fixing the remaining 15 instances of `pytest.raise` - [ ] closes #xxxx - [ ] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/maste...
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REGR: Sorted pandas series is not plotted in the expected order in pandas 1.2.0
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2020-12-31T21:09:45Z
2021-02-02T01:42:42Z
2021-02-02T01:42:42Z
NONE
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Code Sample Note: The code was executed in Jupyter notebook. ``` import ...
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38,866
ENH: implement FloatingArray.round()
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2020-12-31T21:43:06Z
2021-02-11T01:30:19Z
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- [x] closes #38844 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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REF: Move aggregation into apply
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2020-12-31T21:51:41Z
2021-01-28T23:02:00Z
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MEMBER
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- [ ] closes #xxxx - [ ] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry This is a step toward #35725. We can't simply ban agg from not aggregating because it's used by apply for series, dataframe, groupby, resampler, and ...
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DOC: Methods of conditional selection
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2020-12-31T22:12:00Z
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#### Location of the documentation https://pandas.pydata.org/pandas-docs/stable/user_guide/10min.html#setting https://pandas.pydata.org/pandas-docs/stable/user_guide/10min.html#selection https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.where.html https://pandas.pydata.org/pandas-docs/stab...
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- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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DEPS: bump pyarrow min to 0.17.0
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2020-12-31T23:58:06Z
2021-05-17T15:21:56Z
2021-05-17T15:21:56Z
CONTRIBUTOR
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this would remove some complexity around parquet, csv engine & string array. this is an optional dep and so i don't think this a big deal. keep in mind that we likley won't release 1.3 until june time frame anyhow
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- [ ] closes #25744, closes #27338 - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Code Sample ```python import pandas as pd import numpy as np df = pd....
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Does Pandas also support a function like what np.vstack or np.hstack does?
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There are 3 tests that don't run on my dev machine even with tweaks. They should fail in the CI and I can get the messages from there. So for now this is just a PR designed to run (and fail) the CI pipelines. - [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream...
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Code Sample, a copy-pastable example If ```python df = pandas.DataFrame(...
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28...
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- [ ] closes #xxxx - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry ATM we handle object but not others, xref #21311
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- [x] xref #38824 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry Using `pytest.xfail` when a test is running will immediately stop the test and will not xpass if test would otherwise succeed. It doesn't seem to be ...
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38,882
CLN: Use signed integers in khash maps for signed integer keys
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2021-01-01T20:56:10Z
2021-01-03T16:56:28Z
2021-01-03T16:56:24Z
CONTRIBUTOR
null
- [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` The goal of this PR is to make this comment obsolete: https://github.com/pandas-dev/pandas/blob/1fc5efd76ea1f85979fa2364a292d85482e338aa/pandas/_libs/src/klib/khash.h#L619-L624 see also ...
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TST: Add test_groupby_std_on_nullable_column.
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NONE
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- [x] closes #35516 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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DEPR: Remove xlrd as being the default reader for xlsx
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2021-01-01T21:52:51Z
2021-02-16T23:08:52Z
2021-02-16T23:08:52Z
MEMBER
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Currently the default reader for xlsx is openpyxl if installed, otherwise it is xlrd. While xlrd == 1.2.0 will work with xlsx files, xlrd >= 2.0 will not. In pandas 1.2, a FutureWarning is raised if xlrd is used on non-xls files. We should remove xlrd as being the default for xlsx files in pandas 2.0, but perhaps even ...
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BUG: DatetimeIndex.to_period().to_timestamp() forgets freq value
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2021-01-01T22:12:36Z
2021-08-16T19:47:51Z
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NONE
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28...
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CLN: add typing for dtype arg in core/arrays (GH38808)
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2021-01-01T22:25:32Z
2021-01-05T02:02:14Z
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CONTRIBUTOR
null
Follow on PR for #38808 - [ ] closes #xxxx - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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DOC: create shared includes for comparison docs, take III
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2021-01-01T22:35:15Z
2021-01-04T08:43:07Z
2021-01-03T17:26:02Z
MEMBER
null
From original pull request (https://github.com/pandas-dev/pandas/pull/38771): > This will help ensure consistency between the examples. - [ ] ~~closes #xxxx~~ - [x] tests added / passed - [ ] ~~passes `black pandas`~~ - [ ] ~~passes `git diff upstream/master -u -- "*.py" | flake8 --diff`~~ - [ ] ~~whatsnew en...
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BUG: import_optional_dependency doesn't check version for submodules
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2021-01-01T22:38:39Z
2021-01-04T00:14:16Z
2021-01-04T00:14:16Z
MEMBER
null
xref https://github.com/pandas-dev/pandas/pull/38370#discussion_r550723991 We'd like `import_optional_dependency` to correctly handle submodule imports AND to be able to import a specified minimum version of the dependency (for when a particular feature requires higher than global minimum version). cc @lithomas1 ...
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CLN/TST: Pyarrow CSV engine
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2021-01-01T22:43:13Z
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MEMBER
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This is a master tracker for the more cosmetic follow-ups to #38370: styling, testing, etc. - [ ] #38888 correctly check version for optional dependency submodule imports (to handle `import pyarrow.csv`)
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CLN: add typing for dtype arg in directories core/indexes and core/strings (GH38808)
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2021-01-01T23:22:05Z
2021-01-04T01:11:41Z
2021-01-04T01:11:37Z
CONTRIBUTOR
null
Follow on PR for #38808 - [ ] closes #xxxx - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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38,891
Backport PR #38471 on branch 1.2.x (DOC: fixes for assert_frame_equal check_freq argument)
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2021-01-01T23:29:45Z
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CONTRIBUTOR
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Backport PR #38471
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2021-01-01T23:56:57Z
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MEMBER
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- [x] closes #38495 Asv for the indices performance regression
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doc fix for testing.assert_series_equal check_freq arg
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2021-01-02T00:46:40Z
2021-01-04T16:50:08Z
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CONTRIBUTOR
null
This fixes `check_freq` arg docs for `assert_series_equal` like #38471 did for `assert_frame_equal`. - [ ] closes #xxxx - [ ] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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TST/CLN: deduplicate troublesome rank values
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MEMBER
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xref https://github.com/pandas-dev/pandas/pull/38681#discussion_r548554225
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- [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry Adds `engine ` and `engine_kwargs` argument to `mean`, `median`, `sum`, `min`, `max`
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API: setitem copy/view behavior ndarray vs Categorical vs other EA
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2021-01-02T02:09:29Z
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xref #33457 which is about similar issue but goes through different code paths. In `Block.setitem` in cases where we are setting all the values for this block we have: ``` elif exact_match and is_categorical_dtype(arr_value.dtype): # GH25495 - If the current dtype is not categorical, we need...
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- [ ] closes #xxxx - [ ] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry Another precursor to #38370
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BUG: Categorical RollingGroupby will raise IndexError
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- ```python import pandas as pd print(pd.__version__, '\n') df = pd.DataFrame...
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Validate axis args
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- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry This is a follow up PR on #37924 @jreback cheers
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NONE
null
- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28...
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- [ ] closes #xxxx - [ ] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry Continuation of #38881. This handles cases where replacing pytest.xfail is clear, opened #38902 for the handful of remaining cases. In the case wh...
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TST: Disallow pytest.xfail
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MEMBER
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pytest.xfail will immediately stop a test, not checking if it would have otherwise succeeded. The request fixture can used to run a test and only pass if the test does indeed fail: request.node.add_marker(pytest.mark.xfail(reason="...")) - [x] Remove all occurrences of `pytest.xfail` - [ ] Update docs - ...
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MEMBER
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- [x] closes #38778 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry This simplifies the op example. I think ``` series = Series([1e16, 99, -5e15, -5e15]) series.sum() ``` is dispatched to numpy? The result ...
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MEMBER
null
ref: https://github.com/pandas-dev/pandas/pull/38901#discussion_r550899659 At least some of the tests that are skipped here should instead be xfailed.
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MEMBER
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- [x] closes #36719
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CONTRIBUTOR
null
- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. (Tested version 1.2.0) - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- This fails: ```python pd.DataFrame(columns=pd.CategoricalIn...
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MEMBER
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- [ ] closes #xxxx - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry Covers the case missed by #38843
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BUG: pandas 1.2.0 df.rolling().aggregate('skew') modified original data
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2021-01-02T20:22:25Z
2021-01-04T13:37:14Z
2021-01-04T13:37:14Z
NONE
null
- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28...
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38,909
BUG: Fixed regression in rolling.skew and rolling.kurt modifying object
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MEMBER
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- [x] closes #38908 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry Alternative would be np.copy before releasing gil. In this case we would have to touch values_copy twice in case of ``min_val - mean_val > -1e5``
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38,910
REF: simplify Index.__new__
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2021-01-02T23:10:19Z
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MEMBER
null
Avoid recursing where possible.
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38,911
DOC: how to revert MultiIndex.to_flat_index
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2021-01-02T23:28:30Z
2021-01-04T01:12:59Z
2021-01-04T01:12:07Z
CONTRIBUTOR
null
Took me way too long to figure this out. Hopefully this benefits someone else!
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CLN: re-use sanitize_index
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MEMBER
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- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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38,913
ENH: melt into categorical column
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2021-01-03T03:13:17Z
2021-08-14T23:10:16Z
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Reference: https://stackoverflow.com/questions/64900604/categorical-column-after-melt-in-pandas When the `value_vars` are being melted into `var_name`, can `var_name` be setup as a categorical dtype, either during or before the `melt`? I'm hoping this would save a load of memory by having just a single copy of re...
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BUG: Timestamp.to_period() fails for freq="MS"
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REF: de-duplicate code in libparsing/libperiod
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- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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Remove Python2 numeric relics
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CONTRIBUTOR
null
- [ ] closes #xxxx - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry Modernize the code to Python 3 by removing Python 2 numeric hacks, such as: - `a / b` of two integers now always returns a float, so no need to co...
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Passing DataFrame of values to fillna()
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{ "closed_at": "2021-07-02T07:59:17Z", "closed_issues": 2396, "created_at": "2020-11-11T19:05:43Z", "creator": { "avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4", "events_url": "https://api.github.com/users/jreback/events{/privacy}", "followers_url": "https://api.github.com/users/j...
6
2021-01-03T06:45:05Z
2021-02-20T18:25:19Z
2021-01-25T16:40:37Z
NONE
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- [X] I have checked that this issue has not already been reported. - [X] I have confirmed this bug exists on the latest version of pandas. I'm not sure if this is a bug, a documentation issue, or just user error. I found related issues #9750 #29048 that help me get the desired output but still don't explain why...
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https://api.github.com/repos/pandas-dev/pandas/issues/38918
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https://github.com/pandas-dev/pandas/issues/38918
777,621,100
MDU6SXNzdWU3Nzc2MjExMDA=
38,918
ENH: change the category type to use unsigned int for the internal pointers
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5
2021-01-03T11:40:05Z
2021-08-14T23:11:20Z
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NONE
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#### Is your feature request related to a problem? It seems that the current implementation of the category type is using signed int for the pointers per item. Thus, it will take 2 bytes (int16) per item as long as the number of unique items is less then 32K, then it goes up to 4 bytes per item. Since there is no...
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