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https://api.github.com/repos/pandas-dev/pandas/issues/39119
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39,119
Pandas strftime function prints unix epoch time in local TZ instead of UTC
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2021-01-12T00:16:50Z
2021-01-13T19:05:09Z
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I'm trying to convert a given date and time to unix epoch time using Pandas. This is normally a very straightforward thing to do, merely converting the string of date and time to a datetime object, and then printing the object as a unix epoch timestamp using strftime, for example: `pd.to_datetime('2021-01-01 00:00:0...
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39,120
BUG: Series.__setitem__ with mismatched IntervalDtype
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2021-01-12T02:00:14Z
2021-01-15T15:18:04Z
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- [ ] closes #xxxx - [x] tests added / passed - [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them - [x] whatsnew entry
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39,121
REF: eliminate inner functions in describe
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2021-01-12T06:50:56Z
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MEMBER
null
- [ ] xref #36833 - [ ] tests added / passed - [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them - [ ] whatsnew entry Remove inner functions in ``describe_ndframe``, while passing the required arguments.
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API: concatting of Series/DataFrame - handling (not skipping) of empty objects
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2021-01-12T08:36:18Z
2021-02-03T14:31:32Z
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Follow-up on https://github.com/pandas-dev/pandas/pull/38843 and https://github.com/pandas-dev/pandas/pull/39035. Currently, we generally (some exceptions can be considered bugs, I think) do not drop empty objects when concatting DataFrames, but we do explicitly drop empties when concatting Series (in `dtypes/conca...
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39,123
Raise an error in read_csv when names and prefix both are not None
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2021-01-12T09:56:31Z
2021-05-14T16:05:15Z
2021-05-14T16:05:15Z
NONE
null
#### Problem description As a result of the discussion in issue #27394, `read_csv` is changed such that it raises an error when both `header` and `prefix` are different from `None`. A user had misunderstood how to (not) use `header` and `prefix` together. I think that the usage of `names`and `prefix` can be misunderst...
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39,124
DOC: fixed a minor mistake worksheet -> workbook
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2021-01-12T10:12:41Z
2021-01-12T13:52:02Z
2021-01-12T13:51:58Z
CONTRIBUTOR
null
A small typo related to #38990 A worksheet can't have multiple worksheets, but a workbook can. Minor fix but may confuse the newcomers - [ ] tests added / passed - [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run th...
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January 2021 Developer Meeting
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2021-01-12T10:48:13Z
2021-01-14T14:22:36Z
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MEMBER
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The monthly dev meeting is Wednesday January 13th, at 18:00 UTC (12 am Central). Our calendar is at https://pandas.pydata.org/docs/development/meeting.html#calendar to check your local time. Video Call: https://zoom.us/j/942410248?pwd=T2l2Qi9vaC82Z294ZEtFczYxMVM2dz09 Minutes: https://docs.google.com/document/u/1/d...
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BUG: df.plot.barh() broken from 1.1.5 to 1.2 under specific circumstances
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2021-08-25T14:11:35Z
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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. --- #### Code Sample, a copy-pastable example ```python import pandas as pd df_di...
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CLN: remove redundant consolidation
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We only get here with nblocks == 1
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QST:
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2021-01-12T17:32:21Z
2021-01-31T13:48:57Z
2021-01-31T13:48:57Z
NONE
null
Hi, I am new to pandas. I was facing issue with openpyxl in append mode ``` import pandas as pd col = ['Expiry','pnl'] df = pd.DataFrame([], columns=col) writer = pd.ExcelWriter('asd.xlsx', engine='openpyxl', mode='a') df.to_excel(writer, "Sheet1") writer.save() writer.close() ``` It runs successf...
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39,129
DOC: getting started under coming from sql
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2021-01-12T18:59:46Z
2021-01-12T19:08:25Z
2021-01-12T19:06:59Z
NONE
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#### Location of the documentation [this should provide the location of the documentation, e.g. "pandas.read_csv" or the URL of the documentation, e.g. "https://dev.pandas.io/docs/reference/api/pandas.read_csv.html"] **Note**: You can check the latest versions of the docs on `master` [here](https://pandas.pydata....
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DOC: "getting started" under "coming from SQL" assumes you're using a notebook
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2021-01-12T19:03:30Z
2021-08-30T07:06:19Z
null
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#### Location of the documentation https://pandas.pydata.org/docs/getting_started/comparison/comparison_with_sql.html #### Documentation problem I'm getting started with Pandas. I went to the docs site and found a section called "getting started" which sounded good to me. It then had a few boxes for where you'...
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BUG: pd.Series([1]).isin(pd.Series(['1'])) != pd.Series(['1']).isin(pd.Series([1]))
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2021-01-12T20:01:48Z
2021-01-19T11:07:37Z
2021-01-19T11:07:12Z
CONTRIBUTOR
null
- [x] I have checked that this issue has not already been reported. - [ ] 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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PERF: cythonize kendall correlation
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MEMBER
null
- [x] closes #28329 - [x] tests added / passed - [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them - [x] whatsnew entry ASV's. before after ratio [a6bc6ecc] [1eb86441] ...
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ENH: Support ExtensionArray (and masked EAs speficially) in indexing
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2021-01-12T21:00:38Z
2021-11-16T12:45:29Z
null
MEMBER
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One area where the general ExtensionArray support is lacking is to store them in the index (right now they get converted to ndarray when storing in an `Index`), and have efficient indexing operations (hashtable, index engines). Several of our long-time extension dtypes have their own subclass (Categorical, Period, ...
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BUG: Close resources opened by pyxlsb
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2021-01-12T22:01:14Z
2021-01-13T15:20:28Z
2021-01-13T13:22:03Z
CONTRIBUTOR
null
Spin-off from #39047: - Close resources opened by pyxlsb - Use context manager when opening non-fsspec URLs (I'm not sure whether that reduced any `ResourceWarning`s but it can't hurt)
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ENH: Add support for `date_unit` to be specified per column in `to_json`
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2021-01-12T22:14:27Z
2021-01-19T09:13:41Z
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#### Is your feature request related to a problem? I would want to encode my dataframe consisting of `datetime64` & `timedelta64` columns with different units of precision per column in `to_json`. #### Describe the solution you'd like Currently in `to_json`, the `date_unit` param achieves this for the entire d...
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BUG: setting categorical values into object dtype DataFrame
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- [ ] closes #xxxx - [x] tests added / passed - [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them - [ ] whatsnew entry ``` df = pd.DataFrame({"A": range(3)}, dtype=object) cat = pd.Categorical(["alpha", "beta...
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ASV: Add xlrd engine for xls file
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2021-01-13T16:55:12Z
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- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them Is one parametrized function more efficient than multiple functions during setup and teardown? If not I would make a separate function for the xls benchmark c...
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BUG: Unable to write to hdf when format='table' and list-like values are present in a column
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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 ```python In[43]: df = pd.DataFr...
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BUG: Placeholders not being filled on docstrings
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CONTRIBUTOR
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- [x] closes #39115 - [x] tests added / passed - [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
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2021-01-14T20:48:36Z
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MEMBER
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``` s = pd.Series([1, 2]) df = pd.DataFrame([1, 2]) # Reducers: list-like ops = np.array([np.sum, np.mean]) print(df.agg(ops)) print(s.agg(ops)) print(df.apply(ops)) print(s.apply(ops)) # Raises # Reducers: dict-like ops = pd.Series({0: np.mean}) print(df.agg(ops)) # Raises print(s.agg(ops)) # Raises...
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- [x] closes #39140 - [x] tests added / passed - [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them - [x] whatsnew entry I only added the Series.apply list/dict-like addition to the whatsnew. For both Series and...
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BUG: .dt.isocalendar().week results in the last day of the year as week 1
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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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QST:Why DataFrame.pivot() will change the order of the rows of DataFrame?
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- [x] I have searched the [[pandas] tag](https://stackoverflow.com/questions/tagged/pandas) on StackOverflow for similar questions. - [x] I have asked my usage related question on [StackOverflow](https://stackoverflow.com). --- #### Question about pandas **Note**: If you'd still like to submit a question, p...
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BUG: dataframe concatenation segementation fault (core dump)
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Backport PR #38982 on branch 1.2.x (REGR: Bug fix for ExtensionArray groupby aggregation on non-numeric types)
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Backport PR #38982: REGR: Bug fix for ExtensionArray groupby aggregation on non-numeric types
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Refactor - ArrayManager overview issue
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Initial proof of concept for a non-consolidating "ArrayManager" (storing the columns of a DataFrame as a list of 1D arrays) is merged in https://github.com/pandas-dev/pandas/pull/36010. This issue is meant to track the required follow-up work items to get this to a more feature-complete implementation. - **Functi...
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REGR: Assigning multiple new columns with loc fails when index is a MultiIndex
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2021-01-13T14:52:49Z
2021-01-15T14:14:18Z
2021-01-15T14:14:18Z
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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BUG: Cells containing "NA" (string) in excel is imported as NaN
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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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39,149
REF: implement is_exact_match
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2021-01-13T16:14:38Z
2021-01-14T15:33:08Z
2021-01-14T14:23:03Z
MEMBER
null
Working to smooth out some inconsistencies in setitem between code paths.
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DOC: 1.3 release notes
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39,151
BUG: comparison of pandas NaT with datetime.date evaluating to True
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2021-01-16T10:04:01Z
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NONE
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#### Code Sample, a copy-pastable example ```python import pandas import datetime pandas.NaT < datetime.datetime.now().date() ``` #### Problem description I understood the convention is for NA-types to evaluate to False in all inequalities. The above code evaluates to True. These DO evaluate to False, as ex...
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CLN remove 'import pandas as pd' from pandas/core/generic.py
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2021-01-13T17:55:04Z
2021-01-31T13:28:25Z
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MEMBER
null
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them --- will do the rest (excluding `pandas/tests`) and add a check if this is the kind of thing we want
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39,153
BUG: Minor fix setitem_cache_updating tests
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2021-01-13T20:16:26Z
2021-01-14T15:56:19Z
2021-01-14T15:56:14Z
CONTRIBUTOR
null
BUG: tiny fix in tests, i guess from rapid development ;) -> https://github.com/pandas-dev/pandas/issues/5424#issuecomment-27658793
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39,154
ENH: Dedicated method for creating conditional columns
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2021-01-13T21:31:09Z
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CONTRIBUTOR
null
Creating conditional columns is an operation you perform a lot when wrangling data. Still right now there is no dedicated and explicit way of creating conditional columns in pandas. This can be seen on [StackOverflow](https://stackoverflow.com/questions/19913659/pandas-conditional-creation-of-a-series-dataframe-column)...
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CI: Unreliable Tests write to S3
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CONTRIBUTOR
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Seen this in a few PRs: https://github.com/pandas-dev/pandas/pull/39153/checks?check_run_id=1697646268 ``` ________________________ TestS3.test_write_s3_csv_fails ________________________ [gw1] linux -- Python 3.7.9 /usr/share/miniconda/envs/pandas-dev/bin/python self = <pandas.tests.io.parser.test_network.T...
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CI: Mark network test as xfail
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- [x] xref #39155 - [x] tests added / passed - [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them https://github.com/pandas-dev/pandas/issues/39155#issuecomment-759783358
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Backport PR #39156 on branch 1.2.x (CI: Mark network test as xfail)
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2021-01-14T00:29:42Z
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Backport PR #39156: CI: Mark network test as xfail
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Minor typo on warnings
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2021-01-13T23:50:07Z
2021-08-25T17:55:55Z
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CONTRIBUTOR
null
https://github.com/pandas-dev/pandas/blob/25110a92b291de6688c3accad4c34d84837445e8/pandas/_libs/parsers.pyx#L1993-L1996 `"Columns ({warning_names}) have mixed types.Specify dtype option on import or set low_memory=False."` Note the lack of a space after the period on `types.Specify`. That's because there's no comma s...
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ERR: Fix missing space in warning message
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CONTRIBUTOR
null
- [x] closes #39158 - [x] tests added / passed - [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
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Backport PR #39029: BUG: read_csv does not close file during an error in _make_reader
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2021-01-13T23:58:39Z
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CONTRIBUTOR
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Backport PR #39029
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Fix regression in loc setitem raising KeyError when enlarging df with multiindex
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- [x] closes #39147 - [x] tests added / passed - [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them - [x] whatsnew entry The previous fix only viewed row indexers not column indexers
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BUG: Calling tz_localize suppresses ValueError when converting from NaT to np.int64
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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 ```python import numpy as np import...
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API/BUG: always try to operate inplace when setting with loc/iloc[foo, bar]
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- [x] closes #38896 - [x] tests added / passed - [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them - [ ] whatsnew entry (The PR title should have a caveat "in cases that make it to `BlockManager.setitem`) Di...
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ENH: add additional extras_require sections for optional dependencies
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#### Is your feature request related to a problem? It would be nice to have more `extras_require` sections in the `setup.py` for optional dependencies. #### Describe the solution you'd like I'd like to see more sections added here: https://github.com/pandas-dev/pandas/blob/master/setup.py#L743 for option...
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REF/TYP: extract function/type args in describe.py
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2021-01-14T14:20:43Z
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- [ ] xref #36833 - [ ] tests added / passed - [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them - [ ] whatsnew entry Extracted function ``_refine_percentiles`` and typed function arguments in ``pandas/core/des...
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BUG: .apply with collections
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2021-01-14T07:48:34Z
2021-08-15T03:10:17Z
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consider following example: ``` pd.DataFrame([[0, 1, 2], [3, 4, 5]]).apply(lambda x: [x] * 2, axis = 1) [[3, 4, 5], [3, 4, 5]] [[3, 4, 5], [3, 4, 5]] ``` but if use numpy array to replace list, i.e. ``` pd.DataFrame([[0, 1, 2], [3, 4, 5]]).apply(lambda x: np.asarray([x]) * 2, axis = 1) [[0, 2, 4]] [[6, 4, 8...
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QST: Why is `storage_options` parameter missed in `read_table` method?
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2021-01-14T07:56:48Z
2021-08-31T13:13:22Z
2021-08-31T13:13:22Z
NONE
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- [x] I have searched the [[pandas] tag](https://stackoverflow.com/questions/tagged/pandas) on StackOverflow for similar questions. - [ ] I have asked my usage related question on [StackOverflow](https://stackoverflow.com). --- #### Question about pandas **Note**: If you'd still like to submit a question, p...
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BUG: assert_frame_equal() with check_like=True errors with non-comparable types
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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 pandas.testing as pdt # ...
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BUG: `df.agg` call passes different things to a custom function depending on whether a unused kwarg is supplied or not
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- [x] I have checked that this issue has not already been reported * The issue could potentially be similar to that reported in https://github.com/pandas-dev/pandas/issues/33517, but I'm not sure. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bu...
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39,170
REF: extract more functions in pandas/core/describe.py
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- [ ] xref #36833 - [ ] tests added / passed - [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them - [ ] whatsnew entry Extracted ``describe_series``, ``describe_frame`` and ``select_column`` in ``pandas/core/des...
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ENH: Reimplement and undeprecate DataFrame.lookup
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too heated
#### Is your feature request related to a problem? I seriously get the impression that Pandas is actively being sabotaged. As a case in point, `DataFrame.lookup` was deprecated in v1.2. The problems with this are: 1. The [doc for `DataFrame.lookup`](https://pandas.pydata.org/pandas-docs/stable/reference/api/panda...
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BUG: SeriesGroupBy.value_counts() raises on an empty Series
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2021-01-22T23:26:52Z
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- [X] I have searched the [[pandas] tag](https://stackoverflow.com/questions/tagged/pandas) on StackOverflow for similar questions. - [ ] I have asked my usage related question on [StackOverflow](https://stackoverflow.com). --- #### Question about pandas Using the `value_counts` method after grouping an emp...
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ENH: Undeprecate and reimplement DataFrame.lookup
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#### Is your feature request related to a problem? I seriously get the impression that Pandas is actively being sabotaged. As a case in point, `DataFrame.lookup` was deprecated in v1.2.0. The problems with this are: 1. The [doc for `DataFrame.lookup`](https://pandas.pydata.org/pandas-docs/stable/reference/api/pan...
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CLN,TYP Remove string return annotations
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2021-01-14T16:49:32Z
2021-01-16T11:33:14Z
2021-01-16T11:15:51Z
MEMBER
null
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them this was just done with ```python parser = argparse.ArgumentParser() parser.add_argument('paths', nargs='*', type=Path) args = parser.parse_arg...
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39,175
CI: use conda incubator in doc build
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2021-01-14T17:17:25Z
2021-01-25T08:25:37Z
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MEMBER
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#39043 enabled conda incubator for the benchmark build. But I didn't get the doc build to work. I had something like this ```yml web_and_docs: name: Web and docs runs-on: ubuntu-latest defaults: run: shell: bash -l -e {0} steps: - name: Checkout uses: actions/checko...
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39,176
CI: docs build failing?
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2021-01-14T20:48:04Z
2021-05-13T17:48:56Z
2021-05-13T17:48:56Z
CONTRIBUTOR
null
several recent PRs are showing a web / docs build failure: https://github.com/pandas-dev/pandas/pull/39136/checks?check_run_id=1704155153 though not sure we are actually seeing this on master. cc @pandas-dev/pandas-core
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CI: Pin nbformat to 5.0.8
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2021-01-14T21:44:04Z
2021-01-14T22:29:08Z
2021-01-14T22:27:58Z
MEMBER
null
- [x] xref #39176 cc @jreback nbformat should be enoguh I hope.
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BUG: MultiIndexes are disappearing using an empty dataframe, Groupby and aggregate using 'list' method
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2021-01-14T21:44:49Z
2021-09-25T22:23:16Z
2021-09-25T22:23:16Z
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. --- This bug is happening just in the pandas' version 1.2.0. The indexes are disappear...
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39,179
Backport PR #39177 on branch 1.2.x (CI: Pin nbformat to 5.0.8)
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NONE
null
Backport PR #39177: CI: Pin nbformat to 5.0.8
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WIP: Troublehsoot nbformat
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2021-01-14T23:32:34Z
2021-04-26T22:00:27Z
2021-01-15T00:19:53Z
MEMBER
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I could reproduce this locally, but after automatically downloading new object.inv files the issue was gone. It seemed as the warning was unknown keyword and, have to troubleshoot here
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BUG: ExcelWriter.book --> no member ->Slow Execution Time<-
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NONE
null
- [*] I have checked that this issue has not already been reported. - [*] 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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CI/DOC: Add option to build whatsnew
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MEMBER
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- [ ] closes #xxxx - [ ] tests added / passed - [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them - [ ] whatsnew entry Adds the option to compile the whatsnew. It also builds the API (to resolve links) and open...
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January 2021 Docs Meeting
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MEMBER
null
- [Thursday, January 21st at 9am EST - 14:00 UTC](https://everytimezone.com/?t=6008c400,348) - [Zoom link](https://nyu.zoom.us/j/97315680910?pwd=NEJ3ZityVUM3VkltOGdVS01JbzZOQT09) - [Notes](https://docs.google.com/document/d/1JoiqTdK6gi5W1QiTWrqtTV-rNmIqU3xROgHY5iT4J5g/edit#) --- It was mentioned at the Develope...
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BUG: Numpy ufuncs e.g. np.[op](df1, df2) aligns columns in pandas 1.2.0 where it did not before
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2021-01-15T05:41:59Z
2021-01-20T07:22:57Z
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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 df = pd.DataFrame({k: [1,2,3,4,5] for k in 'abcd'...
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DOC: set the documentation language
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2021-01-21T17:46:42Z
MEMBER
null
Ensures the language is specified in the generated HTML. [Documentation on the configuration option.](https://www.sphinx-doc.org/en/master/usage/configuration.html#confval-language) Before: ``` $ curl -s https://pandas.pydata.org/docs/dev/getting_started/comparison/comparison_with_spreadsheets.html | grep "<html...
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REF: extract classes in pandas/core/describe.py
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2021-01-19T20:23:32Z
MEMBER
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- [ ] xref #36833 - [ ] tests added / passed - [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them - [ ] whatsnew entry Extract classes ``SeriesDescriber`` and ``DataFrameDescriber``. In the next steps I am goin...
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Backport PR #39161 on branch 1.2.x (Fix regression in loc setitem raising KeyError when enlarging df with multiindex)
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2021-01-15T14:15:10Z
2021-01-15T15:21:15Z
2021-01-15T15:21:15Z
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Backport PR #39161: Fix regression in loc setitem raising KeyError when enlarging df with multiindex
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- [ ] closes #38979 - [ ] tests added / passed - [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them - [ ] whatsnew entry @jbrockmendel despite my comment https://github.com/pandas-dev/pandas/issues/38979#issue...
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BUG: queries on categorical string columns in read_hdf return unexpected results
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2021-01-15T15:57:44Z
2021-01-30T20:46:14Z
2021-01-30T20:46:14Z
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, a copy-pastable example ```python h5_path = 'test.h5' df ...
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BUG: pd.to_csv(..., compression="zip") creates multiple files in zip archive that cannot be read by pd.read_csv()
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2021-01-15T16:54:39Z
2021-01-15T19:15:50Z
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Revert "BUG/REG: RollingGroupby MultiIndex levels dropped (#38737)"
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2021-01-15T17:26:31Z
2021-01-16T09:58:33Z
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This reverts commit a37f1a45e83d7f803d7fcab7d384da28e9c1e714. reverts PR #38737 I think we ended up deciding to revert on master and backport to keep master and 1.2.x in sync and not release this change in 1.2.1 to allow for further discussion. once this revert PR merged: - [x] backport - [x] the blocker tag...
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QST: DataFrame.join on key columns
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2021-01-15T19:30:09Z
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- [ ] I have searched the [[pandas] tag](https://stackoverflow.com/questions/tagged/pandas) on StackOverflow for similar questions. - [ ] I have asked my usage related question on [StackOverflow](https://stackoverflow.com). --- #### Question about pandas In pandas 1.2.0, DataFrame.join on key columns doesn't ...
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2021-01-16T01:14:54Z
MEMBER
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- [x] tests added / passed - [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them This one is ugly. Botocore and boto3 were upgraded tonight to 1.19.55 and 1.16.55. Since aiobotocore requires them to be .52 this is ...
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REGR: fillna on datetime64[ns, UTC] column hits RecursionError
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2021-01-16T12:32:09Z
2021-01-16T01:09:21Z
MEMBER
null
- [ ] closes #38851 - [ ] tests added / passed - [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them - [ ] whatsnew entry @jbrockmendel this reverts #37040 in it's entirety for backport feel free to push to th...
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MEMBER
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- [ ] closes #xxxx - [ ] tests added / passed - [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them - [ ] whatsnew entry
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MEMBER
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- [x] closes #39151 - [x] tests added / passed - [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them - [x] whatsnew entry
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https://dev.azure.com/pandas-dev/pandas/_build/results?buildId=52416&view=logs&j=404760ec-14d3-5d48-e580-13034792878f&t=f81e4cc8-d61a-5fb8-36be-36768e5c561a ``` setup_path = 'tmp.__ocigUbjgSV__.h5' @pytest.mark.filterwarnings( "ignore:\\nthe :pandas.io.pytables.AttributeConflictWarning" ) ...
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Backport PR #39191 on branch 1.2.x (Revert "BUG/REG: RollingGroupby MultiIndex levels dropped (#38737)")
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Backport PR #39191: Revert "BUG/REG: RollingGroupby MultiIndex levels dropped (#38737)"
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Backport PR #39188: REGR: Different results from DataFrame.apply and str accessor
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Backport PR #39193: CI: Set xfail to strict=False for network tests
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Backport PR #39196 on branch 1.2.x (REGR: NaT.__richmp__(dateobj))
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2021-01-16T10:06:32Z
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Backport PR #39196: REGR: NaT.__richmp__(dateobj)
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39,202
REGR: to_stata tried to remove file before closing it
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2021-01-16T01:24:02Z
2021-01-19T15:54:08Z
2021-01-18T15:22:07Z
CONTRIBUTOR
null
Spin-off from #39047: If an error occurred during `to_stata`, the code tried to first remove the file and then close the file handle: 1. removing the file failed on Windows (it is still opened) 2. It created an empty file when closing the handle
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STYLE: dont' use pd.api.types anywhere in tests
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CONTRIBUTOR
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example here: https://github.com/pandas-dev/pandas/pull/37367/files#diff-69c698518ca64a05f8b137ff9bb5445ce9fd21139b396e9b0d4ce7338b2a3984R132 we should just ban this with a precommit style rule (and import things directly). the doc-strings also should be updated to do the import once. ``` grep -r pd.api.types ~/...
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BUG: assert_frame_equal raising TypeError with check_like and mixed dtype in Index or columns
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MEMBER
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- [x] closes #39168 - [x] tests added / passed - [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them - [x] whatsnew entry Worked on 1.1.5 for assert_frame_equal and was not supported for assert_index_equal
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CI: failing numpy_dev build on 1.2.x
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2021-01-16T02:48:17Z
2021-01-17T13:23:14Z
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CONTRIBUTOR
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this is passing on master, but not on 1.2.1 https://dev.azure.com/pandas-dev/pandas/_build/results?buildId=52437&view=logs&j=eab14f69-13b6-5db7-daeb-7b778629410b&t=ce687173-08c6-5301-838d-71b2dda24510 ``` 2021-01-16T02:31:05.2414654Z =================================== FAILURES ==================================...
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Backport PR #39194: REGR: fillna on datetime64[ns, UTC] column hits RecursionError
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Backport PR #39194
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DOC: add new page 'how to read these doc' in get started section
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This page explains the code block are run in notebook - [x] closes #39130 - [x] ~tests added / passed~ - [x] ~Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them~ - [x] ~whatsnew entry~
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Backport PR #39204: BUG: assert_frame_equal raising TypeError with check_like and mixed dtype in Index or columns
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Backport PR #39204
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API: Should apply be smart?
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From https://github.com/pandas-dev/pandas/pull/34998#issuecomment-759416692 > ..., this got me a bit thinking about the general issue we are tackling here: **should `apply()` be smart and try to infer what kind of function is being applied?** Or should it not try to be smart and always do the same (eg always prepend...
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39,210
TYP: misc annotations
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2021-01-16T19:21:00Z
2021-01-16T21:29:03Z
2021-01-16T21:28:55Z
MEMBER
null
- [ ] closes #xxxx - [ ] tests added / passed - [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them - [ ] whatsnew entry
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39,211
BUG: DataFrame.apply axis=1 for str ops with no axis argument
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2021-01-16T20:09:14Z
2021-01-19T20:29:25Z
2021-01-19T20:29:25Z
MEMBER
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E.g. ``` df = pd.DataFrame({'a': [1, 2], 'b': [3, 4]}) print(df.apply('pct_change', axis=0)) print(df.apply('pct_change', axis=1)) ``` both give the output ``` a b 0 NaN NaN 1 1.0 0.333333 ``` This should instead raise rather than silently give incorrect results.
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BUG: DataFrame.apply axis=1 for str ops with no axis argument
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2021-01-16T20:31:42Z
2021-01-21T02:11:51Z
2021-01-19T20:29:25Z
MEMBER
null
- [x] closes #39211 - [x] tests added / passed - [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them - [x] whatsnew entry
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CLN: use getvalue() instead of seek(0)+read()
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2021-01-16T21:04:45Z
2021-01-19T21:19:24Z
2021-01-19T20:20:38Z
CONTRIBUTOR
null
`BytesIO`'s `getvalue()` is the same as `seek(0)` followed by `read()` if the buffer is not used in any other place (`getvalue` doesn't change the position within the buffer). getvalue is slightly faster then seek+read.
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QST:compute score across columns meeting a specific conditions
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2021-01-16T21:08:12Z
2021-01-16T21:22:27Z
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NONE
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I have the following dataframe Q11_1 Q11_2 Q11_3 Q11_4 Q11_5 Q11_6 2 2 2 1 1 5 2 2 2 3 3 3 2 2 2 2 3 3 2 2 2 2 4 3 4 4 2 4 5 2 How co...
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39,215
TST GH26807 Break up test_strings
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2021-01-16T22:42:10Z
2021-01-19T20:44:11Z
2021-01-19T20:44:08Z
MEMBER
null
This PR partially addresses xref #26807 in the case of pandas/tests/test_strings.py. It deletes that file and makes a new subpackage pandas/tests/strings/ with 8 new test modules plus a conftest file. I have only moved tests and flattened the structure by moving the tests from being methods to functions - I haven'...
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API/BUG: treat different UTC tzinfos as equal
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2021-01-16T23:09:44Z
2021-01-19T23:31:14Z
2021-01-19T22:43:13Z
MEMBER
null
- [x] closes #23959 - [x] tests added / passed - [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them - [ ] whatsnew entry
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REF: Split up parsers into smaller files
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2021-01-17T00:38:48Z
2021-01-22T18:44:52Z
2021-01-21T23:48:43Z
MEMBER
null
- [x] closes #38930 - [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them Refactored them into 4 files, similar to described in the issue. If this is accepted I will try to clean this up a bit more through unifyi...
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REF: implement ensure_iterable_indexer
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2021-01-17T01:06:09Z
2021-01-19T02:26:06Z
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MEMBER
null
Split off from a bigger branch
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