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818,065,104
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40,119
CLN: Window aggregation typing
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2021-02-28T00:35:44Z
2021-03-01T16:55:58Z
2021-03-01T13:56:52Z
MEMBER
null
* Use more `const` * Change some indexing variables to `Py_ssize_t`
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40,120
REF: re-use objects_to_datetime64ns in maybe_infer_to_datetimelike
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40,121
TYP: to_arrays, BUG: from_records empty dtypes
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2021-02-28T03:26:10Z
2021-03-01T20:50:40Z
2021-03-01T19:28:37Z
MEMBER
null
1) the argument annotation for columns in to_arrays isnt quite right. this is fixed by adding an ensure_index inside `DataFrame.__init__` 2) call ensure_index in the empty case in to_arrays so we can tighten from `Tuple[Any, Any]` to Tuple[Any, Index]` 3) in the structured array case in to_arrays, return a list of e...
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818,159,289
MDExOlB1bGxSZXF1ZXN0NTgxNDgxMDM0
40,122
Use tempfile for creating a file in home directory for a IO test
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2021-02-28T09:06:49Z
2021-03-02T17:26:50Z
2021-03-02T17:26:45Z
CONTRIBUTOR
null
- [X] closes #40091 - [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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818,203,908
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40,123
Performance regression in reindex.Fillna.time_float_32, etc.
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2021-02-28T13:15:14Z
2021-06-06T20:53:17Z
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CONTRIBUTOR
null
Possible regression in https://pandas.pydata.org/speed/pandas/#reindex.Fillna.time_float_32?python=3.6&Cython=&p-method='backfill'&commits=213822a2 and a few others points to https://github.com/pandas-dev/pandas/pull/33271 cc @ShaharNaveh , @WillAyd
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818,208,080
MDU6SXNzdWU4MTgyMDgwODA=
40,124
DEPR: `Styler.where` in favour of using `applymap` and `apply`
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2021-02-28T13:37:05Z
2021-04-26T12:16:07Z
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CONTRIBUTOR
null
`Styler` by definition is a conditional renderer. The functions it provides, `apply` and `applymap`, serve as conditional functions to render a style. The function `Styler.where` therefore, in the first case, seems unnecessary and indirectly confusing since it is a conditional rendering function implying perhaps the...
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818,216,422
MDExOlB1bGxSZXF1ZXN0NTgxNTIzNTgy
40,125
STYLE update pre-commit-config
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2021-02-28T14:15:50Z
2021-03-01T14:38:30Z
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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 Am doing this manually (instead of the automated job tomorrow) in order to fixup some minor things
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40,126
ENH: Renaming and changing dtypes using single dictionary
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2021-02-28T14:47:06Z
2021-02-28T18:41:34Z
2021-02-28T18:41:34Z
CONTRIBUTOR
null
#### Is your feature request related to a problem? When cleaning and preparing different datasets in pandas, I often find myself needing to rename and specify the dtypes of columns. When I have a large number of columns to rename and specify data types for, I like to use the current dictionary syntax that works with...
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40,127
BUG: Set dtypes of new columns when stacking (#36991)
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CONTRIBUTOR
null
- [x] closes #36991 - [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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818,316,319
MDExOlB1bGxSZXF1ZXN0NTgxNTk4NjUz
40,128
CLN: remove conda recipe
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2021-02-28T21:30:16Z
2021-03-01T13:56:01Z
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xref #38852, those files are not maintained.
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MDExOlB1bGxSZXF1ZXN0NTgxNjIzOTc4
40,129
REF: share recarray constructor code
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2021-03-01T00:06:13Z
2021-03-01T20:50:03Z
2021-03-01T19:27:52Z
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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818,353,801
MDExOlB1bGxSZXF1ZXN0NTgxNjI3MDMy
40,130
#39367 DOC: split contributing.rst
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2021-03-01T00:18:29Z
2021-04-04T17:07:46Z
2021-04-04T17:07:42Z
CONTRIBUTOR
null
- [x] closes #39367 I created a new PR due in an attempt to close #39367. Previously I had issues regarding environment setup but all seems to be working now thanks to Docker. I ran the linting tests prior to submitting this PR.
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Pandas IO XML Issue Tracker
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### Issue tracking for new pandas.io.xml module (after merge: #39516): **To-Do** - [x] BUG: Fix declaration not showing for `xml_declaration=True` when `pretty_print=False` for etree parser. - [x] CLN: Centralize docstrings to avoid repetition in `formats.py` and `frame.py`. - [ ] CLN: When `etree` supports `pr...
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TST: share value_counts tests
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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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40,133
TST: collect tests by method, split large tests
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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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40,134
DEPR: `Styler.set_na_rep` and `.set_precision` in favour of `.format(na_rep='x', precision=3)`
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2021-03-01T06:30:47Z
2021-03-05T23:04:36Z
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CONTRIBUTOR
null
- [x] closes issue #40032 and PR #40060 - [x] deprecates the methods `Styler.set_na_rep()` and `Styler.set_precision()` in favour of, and incorporating `precision` into `Styler.format()`. Maintains some backwards compatibility with a deprecation warning, the copy mechanics remain broken. - [x] `Styler.set_na_r...
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WIP: ENH: Support ZoneInfo timezones
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2021-03-01T07:20:54Z
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MEMBER
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- [ ] closes #37654 - [ ] 1 tests added / 0 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 WIP for #37654. Starting from scratch on this one. I will mark this ready for a revie...
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<!-- START pr-commits --> <!-- END pr-commits --> ## Base PullRequest default branch (https://github.com/pandas-dev/pandas/tree/master) ## Command results <details> <summary>Details: </summary> <details> <summary><em>add path</em></summary> ```Shell /home/runner/work/_actions/technote-space/create-pr-action/v2/nod...
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DOC: 1.2.3 release date
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40,138
to_offset was not using the compiled regex
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2021-03-01T09:12:42Z
2021-03-01T13:55:03Z
2021-03-01T13:54:59Z
CONTRIBUTOR
null
- [x] closes #39988 - [ ] 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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ENH:AttributeError: 'SeriesGroupBy' object has no attribute 'kurtosis'
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NONE
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#### Code Sample, a copy-pastable example ```python df = pd.DataFrame({'birb':['Falcon', 'Falcon', 'Falcon', 'Falcon', 'Parrot', 'Parrot', 'Parrot', 'Parrot'], 'value': [390., 350.,390., 350., 30., 20., 30., 20.]}) df.groupby('birb').agg...
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ENH: re-implement DataFrame.lookup.
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2021-08-04T22:04:10Z
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CONTRIBUTOR
null
`DataFrame.lookup` was deprecated in #35224 in 1.2. After some feedback (#39171 ) I opened this ticket to discuss re-implentation of lookup in a performant way. As mentioned in the discussion on 35244: "but it would have to be performant and not be yet another indexing api". This ticket can be a starting point for p...
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REF: move Block.astype implementation to dtypes/cast.py
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2021-03-01T11:30:20Z
2021-03-02T17:23:46Z
2021-03-02T17:23:42Z
MEMBER
null
This moves the `astype` implementation (so the current logic of calling `EA.astype` or `astype_nansafe` depending on the array type, handling datetime and string special cases, handling error keyword, etc) from being defined on `Block` to the `array_algos/` submodule. That's a useful clean-up anyway I think (it's n...
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CI, TST enable branch coverage
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2021-03-01T12:38:29Z
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MEMBER
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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 As suggested on Gitter - this could help identify more untested parts of the codebase and hence uncover bugs
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2021-03-01T13:13:59Z
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MEMBER
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- [ ] closes #39738 - [ ] 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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CI: failing numpy_dev 3.8 build
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2021-03-01T13:36:34Z
2021-03-04T03:22:13Z
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CONTRIBUTOR
null
https://dev.azure.com/pandas-dev/pandas/_build/results?buildId=55190&view=logs&j=eab14f69-13b6-5db7-daeb-7b778629410b&t=ce687173-08c6-5301-838d-71b2dda24510 ``` __________________ TestGroupby.test_groupby_apply_identity ____________________ [gw0] linux -- Python 3.8.8 /home/vsts/miniconda3/envs/pandas-dev/bin/pyth...
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BUG: Regression in PeriodIndex.loc string slicing behaviour between 1.0.x and >= 1.1.0
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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. - [x] (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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818,903,919
MDU6SXNzdWU4MTg5MDM5MTk=
40,146
BUG: Non-deterministic AttributeError exception accessing DataFrame columns
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2021-03-01T14:10:52Z
2021-08-19T01:36:36Z
2021-08-19T01:36:36Z
NONE
null
#### Code Sample ```python # Platform: Ubuntu 18.04.1 LTS # Python: Python 3.8.7 (default, Dec 21 2020, 20:10:35) import pandas as pd for i in range(100_000_000): df = pd.DataFrame.from_records([{"A": 1}]) print(i, df) df.A # Sometime it raises `AttributeError('DataFrame' object has no attribute...
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818,905,688
MDExOlB1bGxSZXF1ZXN0NTgyMDkyNTI3
40,147
[ArrayManager] Ensure to store datetimelike data as DatetimeArray/TimedeltaArray (and not ndarray)
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2021-03-01T14:12:51Z
2021-03-03T08:22:26Z
2021-03-02T21:08:13Z
MEMBER
null
Pre-cursor for https://github.com/pandas-dev/pandas/pull/39991 Currently we didn't really check that we were consistently storing datetimelike data as the EA (DatetimeArray, TimedeltaArray) or as ndarrray. Ensuring this in the ArrayManager constructor turns up a few failures. I *think* it will be the easiest to a...
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818,941,934
MDU6SXNzdWU4MTg5NDE5MzQ=
40,148
BUG: groupby drops string dtype
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2021-03-01T14:51:36Z
2021-03-25T01:52:30Z
null
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. - [x] (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 ...
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819,004,762
MDExOlB1bGxSZXF1ZXN0NTgyMTc2NDI5
40,149
PERF: DataFrame.transpose with dt64tz
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21
2021-03-01T15:55:44Z
2021-05-17T19:22:05Z
2021-05-17T19:17:35Z
MEMBER
null
Does what it says on the tin: `DatetimeBlock.values` is always `DatetimeArray`, and `dt64tzblock.shape == dt64tzblock.values` in all cases. Similarly `TimedeltaBlock.values` is always `TimedeltaArray`. Notes: - It is straightforward to extend this to work for PeriodDtype (i have a branch). Haven't tried it, but I...
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PERF: extract_array -> _values
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2021-03-01T18:05:21Z
2021-03-02T06:43:14Z
2021-03-01T21:41:50Z
MEMBER
null
Found that grepping for uses of pd.array is a PITA, so went through and changed them all (inside core) to pd_array. @MarcoGorelli would it be feasible to make a code check for this?
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819,212,390
MDU6SXNzdWU4MTkyMTIzOTA=
40,151
BUG: MonthEnd(), April 31, 2020 is not a date
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2021-03-01T20:11:39Z
2021-03-01T21:38:25Z
2021-03-01T21:38:25Z
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. --- #### Code Sample ```python import pandas as pd from pandas.tseries.offsets im...
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40,152
[ArrayManager] Add SingleArrayManager to back a Series
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2021-03-01T20:45:53Z
2021-03-05T07:14:46Z
2021-03-05T00:55:16Z
MEMBER
null
xref https://github.com/pandas-dev/pandas/issues/39146#issuecomment-786741804 This implements a `SingleArrayManager` class for backing a Series, consistent with how we have a SingleBlockManager. cc @jreback @jbrockmendel
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40,153
TYP only set default for one overloaded function in reset_index
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2021-03-01T20:46:10Z
2021-03-01T21:54:45Z
2021-03-01T21:54:45Z
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 @simonjayhawkins I think we only need `=...` in one of the two overloads, then the error goes away and all passes: ```console $ mypy pandas Success: no issues...
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40,154
TYP: internals.construction
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2021-03-01T21:02:24Z
2021-03-03T18:48:27Z
2021-03-03T18:41:53Z
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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REF: avoid circular (runtime) import in dtypes.cast
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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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REF: refactor array_strptime_with_fallback from to_datetime
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2021-03-01T21:09:45Z
2021-03-02T17:29:16Z
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MEMBER
null
ultimate goal is to condense the several datetime casting/inference functions we use down to just one.
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BUG/API: Series(dt64tz_data, dtype="datetime64[ns]") behavior inconsistent
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2021-03-01T21:47:23Z
2021-10-29T02:30:11Z
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MEMBER
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In principle if a user passes dt64tz data and tznaive dtype we should raise (like we do for DatetimeIndex) and tell the user to use `dt.tz_localize`. In practice, we cast in some but not all cases. The first two cases here we specifically test for (xref #25843): ``` ts = pd.Timestamp("2019", tz="US/Eastern") t...
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2021-03-01T23:13:27Z
2021-03-02T01:56:38Z
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MEMBER
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cc @seberg was there a change in the ufunc code in the last day or so that might lead to a TypeError getting turned into a SystemError?
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CONTRIBUTOR
null
- [x] xref #39992 - [ ] 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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BUG:df.drop(columns=["col1"]) KeyError "['col1'] not found in axis"
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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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STYLE: Inconsistent namespace - dtypes (pandas-dev#39992)
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CONTRIBUTOR
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- [x] xref #39992 - [ ] 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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CONTRIBUTOR
null
…ree parser - [X] references IO XML tracker #40131 - [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 (not necessary, module releases: v1.3.0)
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BUG: DataFrame(frozenset) should raise
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2021-03-02T03:45:54Z
2021-03-02T23:37:52Z
2021-03-02T23:25:54Z
MEMBER
null
DataFrame(set) raises, and Series raises for both. This unifies the 2 places this is checked. Started out as a split-big-tests branch, so some of that is left over.
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2021-03-03T13:06:59Z
MEMBER
null
- [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 Also somewhat ameliorates the performance hit in https://github.com/pandas-dev/pandas/pull/40072#issuecomment...
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Backport PR #40137: DOC: 1.2.3 release date
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REF: remove internal Block usage from FrameColumnApply
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In the `apply` code, there is still one case where we are directly using the internal blocks. This moves that to a method on the manager, so we don't have to interact directly with the blocks (which ideally we don't want outside of the internals, and let's ArrayManager cleanly support this as well). For the rest it...
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BUG: groupby apply does not work as expected if df is modified in the function
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2021-03-02T08:46:50Z
2021-03-03T08:54:37Z
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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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RLS: 1.2.4
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Tracking issue for the 1.2.4 release. https://github.com/pandas-dev/pandas/milestone/84 Currently scheduled for April 01, 2021 List of open regressions: https://github.com/pandas-dev/pandas/issues?q=is%3Aopen+is%3Aissue+label%3ARegression
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MEMBER
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Tracking issue for the 1.3 release. https://github.com/pandas-dev/pandas/milestone/80 Currently scheduled for May 31, 2021 List of open regressions: https://github.com/pandas-dev/pandas/issues?q=is%3Aopen+is%3Aissue+label%3ARegression
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DOC: Start v1.2.4 release notes
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do not merge yet. will merge to master after github release to trigger website update
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[ArrayManager] Add libreduction frame Slider for ArrayManager
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xref https://github.com/pandas-dev/pandas/issues/39146 and follow-up on https://github.com/pandas-dev/pandas/pull/40050#discussion_r583042707 While getting groupby working for ArrayManager in https://github.com/pandas-dev/pandas/pull/40050, I didn't yet use `fast_apply` / `libreduction.apply_frame_axis0` because tha...
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Backport PR #40170: DOC: Start v1.2.4 release notes
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BUG: read_parquet empty DataFrame with MultiIndex column fails with "AttributeError: 'dict' object has no attribute 'dtype'"
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2021-03-02T12:43:09Z
2021-08-19T01:38:45Z
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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. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Code Sample, a copy-pastable example ```python import pandas as pd data ...
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820,127,659
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40,174
QST:Getting Error: "ValueError: If using all scalar values, you must pass an index" when converting ndarray to pandas Dataframe
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2021-03-02T15:30:38Z
2021-03-03T01:59:30Z
2021-03-03T01:59:30Z
NONE
null
When transforming multiple `ndarray` to a `df` as per the code below import numpy as np import pandas as pd ls_a = ['TA', 'BAT', 'T'] xxx = ['xx', 'cc'] feature_no = len(ls_a) windows_no = len(xxx) sub_iti = np.repeat([['s1']], (feature_no * windows_no), a...
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TYP ensure bool_t is always used in pandas/core/generic.py
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2021-03-02T18:43:20Z
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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 Currently, lots of methods use the `bool` annotation in that file. I'm not sure it affects `mypy` (some experiments with `reveal_type` suggest it doesn't) - howe...
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PERF: don't sort data twice in groupby apply when not using libreduction fast_apply
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2021-03-02T19:34:57Z
2021-03-02T21:42:33Z
2021-03-02T21:34:15Z
MEMBER
null
See https://github.com/pandas-dev/pandas/pull/40171#issuecomment-789120453 for context, noticed that we were calling `splitter._get_sorted_data()` twice when using the non-fast_apply fallback. Using the benchmark case from `groupby.Apply.time_scalar_function_single/multi_col` (like in https://github.com/pandas-dev/p...
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820,324,180
MDExOlB1bGxSZXF1ZXN0NTgzMjg2MTc5
40,177
BUG: more specific .drop() message when keys not found
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2021-03-02T19:38:05Z
2021-03-12T03:43:31Z
2021-03-12T03:43:31Z
NONE
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Changed "not found in axis" to "not found in columns" - [x] closes #40160
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40,178
PERF: cache _get_cython_function in groupby ops
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2021-03-02T20:03:53Z
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MEMBER
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Looking up the exact cython function is relatively costly, and is also something that is done repeatedly for a limited number of possible cases, so a good target for caching. Using the `GroupManyLabels` benchmark we have: https://github.com/pandas-dev/pandas/blob/b835ca2fc2f772c27c914ae532cd32f8db69724a/asv_benc...
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BUG: Creating an empty dataframe
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2021-03-02T20:07:10Z
2021-03-02T21:20:56Z
2021-03-02T21:20:23Z
NONE
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An empty dataframe can't be created because this error is raised when I try it: AttributeError: type object 'object' has no attribute 'dtype' ```python column_names = ["a", "b", "c"] df = pd.DataFrame([], columns=column_names) ``` Based on [this](https://stackoverflow.com/questions/65998646/pandas-error-for-c...
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Make Index.all compatible with numpy.all
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CONTRIBUTOR
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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 Due to a bug in my own code, I discovered that `pandas.Index` objects cannot be passed to t...
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CLN: Refactor tests and delete duplicates
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2021-03-02T20:36:54Z
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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 Deleted a few duplicates and parametrized
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API: pseudo-public internals API for downstream libraries
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2021-03-02T20:45:58Z
2021-03-05T15:03:46Z
2021-03-05T13:55:04Z
MEMBER
null
Downstream libraries accessing core.internals causes headaches pretty regularly (https://github.com/pandas-dev/pandas/pull/40149#discussion_r585699450, #38134,). The proposal: define a public-ish stable-ish API to expose for these libraries, leaving us free-er to make changes in internals. This exposes `make_block...
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MDU6SXNzdWU4MjA0MDExMDY=
40,183
BUG: to_sql not properly escaping column names postgresql
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2021-03-02T21:22:01Z
2021-06-06T20:52:45Z
null
CONTRIBUTOR
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- [x] I have checked that this issue has not already been reported. Although, this issue seems relevant: https://github.com/pandas-dev/pandas/issues/6796 - [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. --- ...
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820,419,486
MDU6SXNzdWU4MjA0MTk0ODY=
40,184
BUG: Index of RHS of series assignment ignored
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2021-03-02T21:49:54Z
2021-03-03T00:49:41Z
2021-03-03T00:49:37Z
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. --- #### Code Sample, a copy-pastable example ```python >>> x = pd.Series([1, 2, 3]) >>> y = pd.Series([4, 5, 6], index=[2, 1, 0]) >>> x.iloc[:] = y >>> x 0 ...
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MDExOlB1bGxSZXF1ZXN0NTgzMzY3NDA2
40,185
REF: split out to_datetime_with_unit, _to_datetime_with_format
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2021-03-02T21:52:02Z
2021-03-03T15:23:55Z
2021-03-03T13:07:39Z
MEMBER
null
The idea is that to_datetime_with_format will eventually be moved into objects_to_datetime64ns, and most of _convert_listlike_datetimes will just be a call to sequence_to_dt64ns
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820,424,570
MDU6SXNzdWU4MjA0MjQ1NzA=
40,186
BUG: MultiIndex block assignment introduces NaNs in data
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2021-03-02T21:58:01Z
2021-07-15T23:56:32Z
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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. - [x] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Code Sample ```python import pandas as pd import numpy as np cols = p...
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820,480,522
MDExOlB1bGxSZXF1ZXN0NTgzNDE3ODM0
40,187
REF: move mixed-int handling from maybe_cast_to_datetime
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2021-03-02T23:36:36Z
2021-03-03T03:26:45Z
2021-03-03T03:05:30Z
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 ideally we'll end up with only one place in the non-cython code calling into the array_to_d...
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820,486,417
MDExOlB1bGxSZXF1ZXN0NTgzNDIyNjE0
40,188
CI: xfail npdev test_groupby_apply_identity
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2021-03-02T23:49:38Z
2021-03-03T04:29:22Z
2021-03-03T04:04:49Z
MEMBER
null
xref #40144
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820,592,117
MDExOlB1bGxSZXF1ZXN0NTgzNTExMzA5
40,189
ENH: ArrayManager.quantile
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2021-03-03T02:50:41Z
2021-03-05T04:30:44Z
2021-03-05T04:28:15Z
MEMBER
null
xref https://github.com/pandas-dev/pandas/issues/39146
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40,190
REF: move dtype-validation out of maybe_cast_to_datetime
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2021-03-03T05:00:43Z
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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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REF: re-use sequence_to_datetimes in try_datetime
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2021-03-03T05:06:01Z
2021-03-03T15:15:40Z
2021-03-03T13:09:22Z
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 if it weren't for the [expletive deleted] 1D/2D kludges, try_datetime would be down to 3 li...
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820,840,658
MDU6SXNzdWU4MjA4NDA2NTg=
40,192
Support for FCS files
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3
2021-03-03T07:34:13Z
2021-03-03T23:48:26Z
2021-03-03T23:48:26Z
NONE
null
Hello! I am working in the scientific community with pandas, and I use it especially with fcs files, a more specialized scientific file format. I have been using my own scripts to convert from fcs to csv, but it would be much easier if I could load and export them directly. I was wondering, if I made a pull request tha...
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40,193
PERF: Cache hashing of categories
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12
2021-03-03T08:34:37Z
2021-04-12T14:14:52Z
2021-04-12T12:35:35Z
MEMBER
null
Hashing of the dtype is used in numerous places of the code base. For example it is used in concat operations to determine whether all objects have the same dtype. For `CategoricalDtype` this operation can be extremely costly since it requires hashing the array/list of categories. The following example shows the imp...
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820,896,366
MDExOlB1bGxSZXF1ZXN0NTgzNzgwMzc1
40,194
PERF: avoid zeros_like in groupby.pyx
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0
2021-03-03T08:55:27Z
2021-03-03T14:59:49Z
2021-03-03T13:04:51Z
MEMBER
null
Apparently calling `np.zeros_like` has quite some overhead: ``` In [7]: arr = np.random.randn(1000) In [8]: %timeit np.zeros_like(arr) 3.14 µs ± 44.2 ns per loop (mean ± std. dev. of 7 runs, 100000 loops each) In [9]: %timeit np.zeros(arr.shape, dtype=arr.dtype) 662 ns ± 41.9 ns per loop (mean ± std. dev. o...
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820,906,182
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40,195
Groupby grouper by datetime broken?
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1
2021-03-03T09:08:07Z
2021-03-03T09:10:49Z
2021-03-03T09:10:48Z
NONE
null
Behaviour: ``` start, end = '2000-10-01 23:30:00', '2000-10-02 00:30:00' rng = pd.date_range(start, end, freq='7min') ts = pd.DataFrame(data = {'timestamp': rng, 'col2': ['cat', 'dog','cat', 'dog','cat', 'dog','cat', 'dog','cat']}) ts.groupby(['col2', pd.Grouper(key="timestamp", freq='60min', `origin='star...
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820,917,816
MDExOlB1bGxSZXF1ZXN0NTgzNzk4MDI4
40,196
[ArrayManager] ENH: ArrayManager.convert without block fallback
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2021-03-03T09:21:25Z
2021-03-05T07:48:00Z
2021-03-05T01:31:48Z
MEMBER
null
xref https://github.com/pandas-dev/pandas/issues/39146
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40,197
TYP: use overload to refine return type of set_axis
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7
2021-03-03T11:06:38Z
2021-04-01T18:53:55Z
2021-03-14T15:47:50Z
MEMBER
null
Trying to use overload so that mypy knows that the return type of `.set_axis` is depending on the value of `inplace`. This seems to work - if I have ```python # t.py import pandas as pd reveal_type(pd.DataFrame([1,2,3]).set_axis([2,3,4], axis=0, inplace=True)) reveal_type(pd.DataFrame([1,2,3]).set_axis([2,3...
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40,198
DEPS: bs4 / html5lib failure
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2021-03-03T12:50:08Z
2021-03-05T13:55:57Z
2021-03-05T13:55:57Z
CONTRIBUTOR
null
https://dev.azure.com/pandas-dev/pandas/_build/results?buildId=55400&view=logs&j=404760ec-14d3-5d48-e580-13034792878f&t=f81e4cc8-d61a-5fb8-36be-36768e5c561a Something updated and left spam behind; only on the 3.8 build (its possible this is the only one we are testing). ``` 2021-03-03T09:34:50.9393763Z =========...
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40,199
REF: remove block access in groupby libreduction Series(Bin)Grouper
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2021-03-03T13:50:05Z
2021-03-04T16:45:14Z
2021-03-04T16:45:10Z
MEMBER
null
xref https://github.com/pandas-dev/pandas/issues/39146 The `Series(Bin)Grouper` still has some direct block access, which needs to be resolved to let it work for both Block and ArrayManager
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40,200
TYP fixup overloads for reset_index
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2021-03-03T16:08:47Z
2021-04-05T21:25:14Z
2021-03-10T11:26:26Z
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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 Took me longer than I'm proud to admit, but I think I've finally understood the deal with overload and default types. We need one overload for the default cas...
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40,201
BUG: read_csv header=0 does NOT infer column headers if the separator is a ';', i.e. non-standard
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2021-03-04T10:46:09Z
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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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40,202
TST/TYP: start testing public api types
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2021-03-03T16:34:30Z
2021-03-21T15:06:00Z
2021-03-21T15:06:00Z
MEMBER
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There has been some discussion in the recent developer meetings regarding the testing of types. This PR uses the a method of testing used (maybe developed?) by numpy. IMO this is most useful for testing overloads, but could be extended to the complete public api.
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REF: get reshape kludge out of dtypes.cast
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BUG: Regression in pandas 1.2.3 in dataframe.__setitem__
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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 p...
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40,205
BUG: Pandas will always attempt to fetch all rows, even from a ResultProxy that does not return rows
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2021-03-03T19:23:16Z
2021-04-30T00:58:33Z
2021-04-30T00:58:33Z
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. - [X] (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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40,206
DOC: Update read_hdf's acceptable path types
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2021-03-03T19:51:54Z
2021-03-04T01:45:23Z
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CONTRIBUTOR
null
The docstring for `read_hdf` claims it can read from URLs and file-like objects. Neither of these are supported by the underlying `PyTables` library. - [ ] closes #xxxx - [ ] tests added / passed - [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html...
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DOC: Add Notes and Examples back to GroupBy.apply docs template
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CONTRIBUTOR
null
- [X] xref #37875 (see https://github.com/pandas-dev/pandas/issues/37875#issuecomment-790026815) - [ ] tests added / passed (n/a) - [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 (n/a)
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DOC: Fix Examples section for some window methods
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2021-03-03T20:47:46Z
2021-03-05T06:36:30Z
2021-03-05T01:34:07Z
MEMBER
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Some of the example sections were not rendering correctly after a doc refactor I did a while back: https://pandas.pydata.org/pandas-docs/dev/reference/api/pandas.core.window.rolling.Rolling.mean.html
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REF: tighten signature on maybe_convert_platform
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2021-03-03T22:50:35Z
2021-03-05T01:37:37Z
2021-03-05T01:29:46Z
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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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40,210
BUG: constructing DTA/TDA from xarray/dask/pandasarray
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2021-03-03T23:35:38Z
2021-03-16T16:45:51Z
2021-03-16T15:36:30Z
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- [x] closes #24539 - [x] closes #24615 - [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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40,211
API: DataFrame.agg has no partial failure
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2021-03-04T01:16:39Z
2021-03-26T13:36:27Z
2021-03-26T13:36:27Z
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Synthetic example: ``` def foo(x): if x.name == "a": raise ValueError return x def bar(x): if x.name == "a": raise ValueError return x.sum() df = pd.DataFrame( {'a': [1, 2, 3], 'b': [1, 2, 3]} ) print(df.transform([foo])) print(df.agg([bar])) ``` The transform...
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CI: remove xfail in grouopby #40144
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- [x] closes #40144
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TST/CLN: Move raising apply tests to test_invalid_arg
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MEMBER
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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
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40,214
BUG: read_excel skips single-column empty rows
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2021-03-04T04:02:14Z
2021-03-09T23:55:22Z
2021-03-09T23:45:23Z
CONTRIBUTOR
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Ref #39808 - [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 This is the fix proposed in the discussion of #40095
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40,215
DOC: fix grammar issues and incorrect link in "Getting Started" guide
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2021-03-13T04:39:50Z
2021-03-08T13:04:40Z
NONE
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#### Location of the documentation https://pandas.pydata.org/docs/getting_started/index.html #### Documentation problem As part of the HackIllinois Open Source Fellowship and having never used pandas before, I have been reading through the pandas documentation to learn more about it and noticed several issues in...
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TST: remove some no longer necessary ArrayManager skips for groupby
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2021-03-04T07:41:56Z
2021-03-04T11:57:24Z
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MEMBER
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After the recent groupby PRs, those skips are no longer needed
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[ArrayManager] TST: activate a bunch of (passing) tests
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2021-03-04T08:40:20Z
2021-03-05T08:31:11Z
2021-03-05T08:29:58Z
MEMBER
null
xref https://github.com/pandas-dev/pandas/issues/39146/ This is on top of #40152, so only the second commit is relevant: https://github.com/pandas-dev/pandas/pull/40217/commits/e7209aaa7b85c206d3efcd446eaa54b34851cb98 But this basically adds the following to CI for ArrayManager: ``` pytest pandas/test...
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STYLE: Inconsistent namespace - scalar #39992
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2021-03-04T09:02:54Z
2021-03-04T13:06:40Z
2021-03-04T12:02:18Z
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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
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