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MDU6SXNzdWU5NjMwNzU3MDk=
42,921
BUG: Reindex null timedelta series with `pd.Timedelta` fails
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2021-08-06T22:11:48Z
2021-08-12T23:25:01Z
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. - [ ] (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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42,922
DOC: More subtotals / margins in pivot_table
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2021-08-06T22:37:34Z
2021-08-12T13:55:31Z
2021-08-12T13:55:27Z
CONTRIBUTOR
null
- [ ] closes #4817 - [ ] 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 Added an example in the documentation for DataFrame.pivot_table to show how to display a p...
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42,923
STYLE: moving unwanted pattern check to precommit
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2021-08-07T11:39:12Z
2021-08-08T05:40:19Z
2021-08-07T21:58:39Z
CONTRIBUTOR
null
- [x] closes #42123 - [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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STYLE: pre-commit check on get/set_option usage
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2021-08-07T16:39:41Z
2021-09-07T04:15:47Z
2021-09-07T04:15:37Z
CONTRIBUTOR
null
- [x] closes #38813 - [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 is failing across multiple locations. Is there a specific location where get/set_option can be used? or across everything?
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42,925
PERF: Sparse Series to scipy COO sparse matrix
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2021-08-07T17:36:25Z
2021-09-05T10:21:13Z
2021-09-05T01:45:01Z
CONTRIBUTOR
null
- [x] closes #42880 - [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 made the test more thorough, as it only checked the output's type, but not that the out...
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MDU6SXNzdWU5NjMyODM1MDY=
42,926
TYP: overriding of final methods
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2021-08-07T18:44:46Z
2021-09-04T02:36:27Z
2021-09-04T02:36:26Z
CONTRIBUTOR
null
pyright says that a few methods that are marked with `typing.Final` are overridden: ``` pandas/core/frame.py:4552:9 - error: Method "_reindex_axes" cannot override final method defined in class "NDFrame" pandas/core/frame.py:10727:9 - error: Method "mask" cannot override final method defined in class "NDFrame" pa...
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42,927
ENH: Sliding window by value interval on non-time index?
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2021-08-07T19:50:00Z
2021-08-21T20:41:08Z
null
NONE
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#### Is your feature request related to a problem? I would like to compute the number of values in a sliding window like this: ```python import pandas as pd df = pd.DataFrame({"group": ["A", "B"] * 5, "distance": [0.1, 0.3, 1.7, 3.2, 2.6, 3.7, 8.3, 0.6, 5.9, 6.3]}) df ``` ``` Out[5]: group distance 0 ...
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Backport PR #42799 on branch 1.3.x (BUG: `Styler.set_sticky` fix the names rows 2/2)
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Backport PR #42799: BUG: `Styler.set_sticky` fix the names rows 2/2
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Backport PR #42776 on branch 1.3.x (BUG: Incorrect variable window bounds for first row when offset cover all rows)
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2021-08-07T23:15:14Z
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Backport PR #42776: BUG: Incorrect variable window bounds for first row when offset cover all rows
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TST: reorganize misplaced year / business year tests (#27085)
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2021-08-08T01:03:25Z
2021-08-08T04:03:23Z
2021-08-08T02:20:18Z
CONTRIBUTOR
null
- [ ] xref #27085 (chips away at, yes) - [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 * https://github.com/pandas-dev/pandas/pull/42284 * https://github.co...
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BUG: Attributes skipped when serialising plain Python objects to JSON (#42768)
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2021-08-08T01:48:06Z
2021-08-11T13:26:10Z
2021-08-11T13:26:05Z
CONTRIBUTOR
null
This patch closes #42768 and fixes a previously-reported issue #33043. When `ujson` falls back to encoding a Python object, it iterates over all of the non-callable attributes of the object which do not start with an underscore, using them as JSON keys. While iterating the `dirs(obj)` list, an index was incremented ...
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TST: reorganize misplaced quarter / business quarter tests (#27085)
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2021-08-08T04:15:59Z
2021-08-09T15:40:53Z
2021-08-08T23:15:12Z
CONTRIBUTOR
null
- [ ] xref #27085 (chips away at, yes) - [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 * https://github.com/pandas-dev/pandas/pull/42284 * https://github.co...
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CLN: replace styler code for refactor `level` arg with codebase generic
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2021-08-08T12:34:14Z
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CONTRIBUTOR
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after #42914 styler has private code to refactor a `level` arg to a consistent format, either: - name of an index level: `my_level` - a specific integer index level: `1` - or a list of such: `['my_lev', 'other_lev']` produces a consistent list of integer levels: `[1,2]`. This code should be replaced by mo...
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BUG: should constructing Index from a Series make a copy?
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2021-08-08T14:09:04Z
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MEMBER
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From a comment of @jbrockmendel at https://github.com/pandas-dev/pandas/pull/41878#issuecomment-881557871: ``` ser = pd.Series(range(5)) idx = pd.Index(ser) ser[0] = 10 >>> idx[0] 10 ``` In the above, we create an Index from a Series, then mutate the Series, which also updated the Index, while an Index is a...
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2021-08-08T16:47:28Z
2021-08-23T16:54:59Z
2021-08-23T16:54:49Z
CONTRIBUTOR
null
Response to changes suggested on my previous pull request - [x] closes #42124 - [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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BUG:Can't calculate quantiles from Int64Dtype Series when results are floats
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2021-08-08T17:58:42Z
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CONTRIBUTOR
null
- [x] closes #42626 - [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: clean warning assertions in sql tests
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BUG: df.drop not separating missing labels with commas
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2021-08-08T19:39:38Z
2021-08-10T20:06:49Z
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CONTRIBUTOR
null
- [x] closes #42881 - [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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42,939
TST: add test for getting array from series
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2021-08-08T21:00:00Z
2021-09-13T02:18:33Z
2021-09-13T02:18:26Z
CONTRIBUTOR
null
- [x] closes #38543 - [ 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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TST: GH34037 add test for type error when using parameter 'min_period'
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2021-08-08T22:49:58Z
2021-08-17T00:20:40Z
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CONTRIBUTOR
null
- [x] closes #34037 - [ 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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BUG: how do we perform pandas series comparison based on level?
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1
2021-08-08T23:15:59Z
2021-08-09T20:41:46Z
2021-08-09T20:41:46Z
NONE
null
I have a multi-index dataframe `y_test`: blockNumber_base10@coarsegrained#1024 address_idx 9441280 2 -0.012421 3 0.001400 6 -0.012696 ...
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42,942
ERR: clarify PerformanceWarning for fragmented frame
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2021-08-09T01:27:30Z
2021-08-09T23:06:18Z
2021-08-09T22:52:17Z
MEMBER
null
xref some confusion in #42477. If this is thought an improvement, could target 1.3.2 since more users now see this error than in 1.2.x
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ENH: add new method `DataFrame.repeat`
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2021-08-09T02:51:47Z
2021-08-21T20:41:53Z
null
CONTRIBUTOR
null
#### Is your feature request related to a problem? I sometimes would generate some faker but having rule data. Just like in a (2d) data, repeat some rows or columns serial times. The steps I do: 1. This is a DataFrame called `df`. 2. `value = df.values # change DataFrame to ndarray` 3. use `np.repeat` or ...
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BUG: read_csv with mixed bools and NaNs sometimes reads NaNs as 1.0 (#42808)
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2021-08-09T06:38:22Z
2021-10-16T20:41:26Z
2021-10-16T20:41:26Z
CONTRIBUTOR
null
When reading a column of mixed booleans and missing values into a specific floating dtype, for example `read_csv(..., dtype='float')`, missing values were being incorrectly converted to 1.0 rather than NaN. This patch fixes this issue. - [x] closes #42808 - [x] closes #34120 - [x] tests added / passed - [x] Ensur...
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⬆️ UPGRADE: Autoupdate pre-commit config
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2021-08-09T07:10:32Z
2021-08-10T11:03:32Z
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CONTRIBUTOR
null
<!-- 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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Python 3.10 manylinux wheels
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2021-08-09T08:24:53Z
2021-09-13T08:30:10Z
2021-09-12T14:03:27Z
NONE
null
Hello. Could you please release CPython 3.10 manylinux wheels on PyPI? Python 3.10.0 release candidate 1 was released this week: https://www.python.org/downloads/release/python-3100rc1/ It should be quite safe to release wheels for release candidate. ABI for Python 3.10 should be frozen from now on, even for ...
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28
2021-08-09T12:01:35Z
2021-10-18T19:32:53Z
2021-10-15T13:28:43Z
CONTRIBUTOR
null
Closes #42864 New indexable attribute GroupBy.iloc to perform most grouped slices analagous to DataFrame.iloc Row indexes can be integers or slices with +ve step Row slices preserve the DataFrame order and grouping and extend the existing GroupBy head() and tail() methods All column indexes are handled as for D...
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42,948
BUG: Limitation of adding years in dateoffset pandas
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2021-08-09T12:43:17Z
2021-08-09T13:56:52Z
2021-08-09T13:56:52Z
NONE
null
This is reference to other question i found on Stackoverflow, but i am not intersted add the reference here without their permission. My question is what will be the reason for i cannot add more than 240 years to pandas dataframe with pd.offsets.DateOffset?. Here is my code ``` df=pd.date_range(start="2020-10-29...
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964,052,532
MDExOlB1bGxSZXF1ZXN0NzA2NTY5NjU0
42,949
Fix cross-references in docs
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2021-08-09T14:24:42Z
2021-08-10T19:53:59Z
2021-08-10T19:53:59Z
CONTRIBUTOR
null
Fix Sphinx cross-references in docs.
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42,950
PERF: improve perf of Series fastpath constructor
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2021-08-09T14:28:25Z
2021-11-15T19:06:51Z
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MEMBER
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This came up while discussing the CoW proof of concept (and need for item_cache / speed of creating a Series of a column). Those small changes gives a decent reduction of some overhead (~30% reduction): ```python arr = np.array([1, 2, 3]) idx = pd.Index(["a", "b", "c"]) pd.Series(arr, index=idx, name="name", fa...
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Use new GitHub issue forms?
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2021-08-09T16:07:16Z
2021-08-15T18:50:56Z
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MEMBER
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Github recently released a beta for issue forms (https://github.blog/changelog/2021-06-23-issues-forms-beta-for-public-repositories/). Scipy already has an open pr to use these to replace existing issue templates (https://github.com/scipy/scipy/pull/14493) Seems like a good way to improve issue quality, while also m...
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42,952
TST: move index tests to correct files (#27045)
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2021-08-09T16:09:42Z
2021-08-10T21:25:37Z
2021-08-10T19:00:37Z
CONTRIBUTOR
null
- [ ] xref #27085 (chips away at, yes) - [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 * https://github.com/pandas-dev/pandas/pull/42284 * https://github.co...
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42,953
REF: format_object_attrs -> Index._format_attrs
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2021-08-09T16:49:45Z
2021-08-10T22:26:51Z
2021-08-10T21:56:25Z
MEMBER
null
Preliminary to trying to implement generic EA-backed Index (and in particular IntegerArray/BooleanArray), trying to identify all the Index methods that implicitly assume we have an ndarray. This refactors a used-only-once function into the method to make it more obvious that it does _not_ assume an ndarray.
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42,954
Revert fastparquet nullable dtype support
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2021-08-09T17:16:11Z
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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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CLN: remove unused Series._index attribute
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2021-08-09T17:27:18Z
2021-08-11T06:44:20Z
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MEMBER
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Noticed this in https://github.com/pandas-dev/pandas/pull/42950, the attribute seems completely unused. (cc @jbrockmendel do you have any idea what the reason is/was for this?)
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BENCH: Fix misleading Interpolate asv
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2021-08-09T18:56:05Z
2021-08-11T13:51:26Z
2021-08-11T12:56:36Z
MEMBER
null
The ArrayManager benchmark is misleading ATM.
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BUG: pd.to_datetime with format doesn't work with pd.NA
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2021-08-09T21:51:52Z
2021-09-25T15:35:31Z
2021-09-25T15:35:31Z
NONE
null
- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [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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Backport PR #42942 on branch 1.3.x (ERR: clarify PerformanceWarning for fragmented frame)
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Backport PR #42942: ERR: clarify PerformanceWarning for fragmented frame
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DOC: erroneous initialization of a DataFrame with Series objects #42818
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2021-08-09T23:08:24Z
2021-09-08T09:08:51Z
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CONTRIBUTOR
null
- [ ] closes #42818 - [ ] 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 issue url : https://github.com/pandas-dev/pandas/issues/42818
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CI: Dateutil broke CI
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2021-08-09T23:57:30Z
2021-08-23T12:13:25Z
null
MEMBER
null
Failing CI is actions 3.9 numpy dev. It fails with a FileNotFound error I think and I believe that its probably an upstream issue. Any reason why we're installing dateutil from source here on the CI? I know that its a dependency but we aren't installing pytz from source on the same env.
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CI: Pin dateutil
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2021-08-09T23:59:01Z
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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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PERF: avoid repeating checks in interpolation
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2021-08-10T03:59:06Z
2021-08-10T22:27:07Z
2021-08-10T21:46:45Z
MEMBER
null
Not a particularly big difference.
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CONTRIBUTOR
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- [ ] closes #8962 - [ ] 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 This is an initial implementation of a conditional join proposed here: https://github.com/p...
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How to add coroutines in apply lambda function
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#### Question about pandas I write a function use apply and lambda for one column in a DataFrame. But because every time excute once fucntion use lot of time, so I turn the column into a list and use coroutines and for loop. I create a new list then insert into my DataFrame. I want to know if I can use both apply fu...
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BUG:Tuple Series name causes InvalidIndexError in Pandas 1.2.4 but not in 0.25.3
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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: Index.droplevel() used in an .apply() function affects subsequent rows in an accumulating fashion
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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. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/...
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Update Parquet pandas metadata description on how to handle nullable / extension dtypes
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From https://github.com/dask/fastparquet/pull/623#discussion_r685904630 The guidelines on how to store column metadata in the pandas metadata in Parquet (https://pandas.pydata.org/docs/development/developer.html#column-metadata) was written before nullable dtypes existed, so based on that it's not unambiguous how th...
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Backport PR #42962: CI: Pin dateutil
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pandas.DataFrame.filter does not work with regex on a multi-index dataframe
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. #### Code Sample, a copy-pastable example ```python df = pd.DataFrame( [["bar", "one", 'test'], ["bar", "one1", 'test']], columns=["first", "second", "third...
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ENH: `max_rows` `max_cols` kw for `Styler.to_html` + `styler.options`
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2021-09-09T06:05:00Z
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CONTRIBUTOR
null
one more item towards deprecating `DataFrame.to_html` for #41693 - [x] adds options to config - [x] update `options.rst` - [x] add tests - [x] update to_html docstring - [x] whats new - [ ] update user guide (will be follow on after all options in master tracker added) and an item towards consistent `p...
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MEMBER
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Currently the keyword ``use_nullable_dtypes``(only implemented for read_parquet now) will use nullable dtypes for columns even when that column does not have nulls. Should this behavior change? xref discussion https://github.com/pandas-dev/pandas/pull/40687#issuecomment-833447019 https://github.com/pandas-dev/pan...
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2021-08-10T21:41:34Z
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Backport PR #42936: BUG:Can't calculate quantiles from Int64Dtype Series when results are floats
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Backport PR #42838 on branch 1.3.x (REGR: Series.nlargest with masked arrays)
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Backport PR #42838: REGR: Series.nlargest with masked arrays
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xref #40686 This PR: 1. Create fixtures for all supported SQL connections, including sqlalchemy engine/connection and sqlite3 connection. Setup and cleanup are handled within fixtures. 2. Migrate several common tests to use connection fixtures. They serve as examples for future migrations. We probably should ...
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https://github.com/pandas-dev/pandas/blob/99cf794ae2f63f3137290e7df59b1d31b22ae3d3/pandas/tests/test_common.py#L28 ``` class somecall: def __call__(self): return x # noqa assert getname(fn) == "fn" assert getname(lambda_) assert getname(part1) == "fn" assert getname(part...
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https://github.com/pandas-dev/pandas/blob/99cf794ae2f63f3137290e7df59b1d31b22ae3d3/pandas/core/reshape/pivot.py#L243 I found the variable values_multi is not defined when values_passed is False, but the variable is used in line 243 ``` if values_passed: if is_list_like(values): values_m...
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- [x] xref #21749 - [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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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version 1.3.1 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 fra...
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- [ ] closes #40498 - [ ] 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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CONTRIBUTOR
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- [x] closes #42957 - [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 #42823: BUG: Pass copy argument to expanddim constructor in concat.
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Backport PR #42983: DOC/CLN: 1.3.2 release notes
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Backport PR #42983
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BUG: AbstractMethodError msg should begin w/ 'types'
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2021-10-16T20:35:52Z
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`types` and `methodtype` are swapped inside the `ValueError` raised in `AbstractMethodError`. - [ ] 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 ent...
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Backport fastparquet 0.7 compat (PR #42954 and #42919)
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- [ ] xref #42954 and #42919 - [ ] 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 **This is a non-trivial backport. Please first review changed files before mergin...
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TST: refactor iris table creation in SQL test
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2021-08-11T19:01:05Z
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MEMBER
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split #42976 xref #40686
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TST: move orphaned business hour tests biz hour file (#27085)
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CONTRIBUTOR
null
- [ ] xref #27085 (chips away at, yes) - [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 * https://github.com/pandas-dev/pandas/pull/42284 * https://github.co...
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TST: move easter to own file and parameterize (#27085)
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2021-08-11T20:06:23Z
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CONTRIBUTOR
null
- [ ] xref #27085 (chips away at, yes) - [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 * https://github.com/pandas-dev/pandas/pull/42284 * https://github.co...
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TST: test_offsets files to better homes & parameterize (#27085)
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CONTRIBUTOR
null
- [ ] xref #27085 (chips away at, yes) - [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 * https://github.com/pandas-dev/pandas/pull/42284 * https://github.co...
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42,992
REF: remove libreduction.apply_frame_axis0
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2021-08-11T23:59:55Z
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- [x] closes #40446 - [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 Discussed on call today. Just started an asv run.
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BUG: df.merge not working after converting datetime64 object back to object when all fields are None
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2021-08-12T15:24:01Z
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. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28...
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42,994
Why can't write the dataframe into excel with sheetname?
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2021-08-12T01:02:54Z
2021-08-14T18:50:08Z
2021-08-14T18:50:02Z
NONE
null
I have created a new workbook and a worksheet named `raw`: from openpyxl import Workbook wb = Workbook() ws = wb.active dest_fn = '/tmp/mytest.xlsx' ws.title = "raw" Then to create a dataframe : import pandas as pd data = [{"code":"dow","value":35100}] df = pd.DataFrame....
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42,995
ENH: .to_csv open a pop-up window option
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2021-08-12T04:47:11Z
2021-08-13T04:36:51Z
2021-08-13T04:36:51Z
NONE
null
Can we get a pop-up window option to save csv files from the dataframe, instead of saving directly to a path?
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42,996
Add return_inverse to .unique in EA interface closes
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2021-08-12T07:17:25Z
2021-08-28T16:50:34Z
2021-08-28T16:50:34Z
CONTRIBUTOR
null
- [x] closes #24245 - [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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BUG:nlargest/nsmallest does not act according to documentation with nan values
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2021-08-12T14:24:29Z
2021-08-16T09:21:23Z
2021-08-16T08:28:05Z
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, a copy-pastable example ```python import pandas as pd impor...
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PERF: DataFrame.insert
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2021-08-12T18:03:26Z
2021-08-19T21:00:50Z
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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 ``` from asv_bench.benchmarks.indexing import * self = InsertColumns() self.setup() ...
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42,999
TST: Fix test related to reverting fastparquet nullable support
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2021-08-12T18:10:11Z
2021-08-13T23:22:24Z
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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 xref https://github.com/pandas-dev/pandas/pull/42987#discussion_r687209605
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ENH: SQL apply
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2021-08-12T18:39:52Z
2021-08-22T16:31:09Z
2021-08-22T16:31:09Z
NONE
null
Hello, Is it possible to add natively this method to pandas.DataFrame ? ```python import random, string, typing from pandas.io.sql import to_sql, read_sql schars = """!"#$%&\'()*+,-./:;<=>?@[\\]^`{|}~ éèùà$£µç""" def sql( self, sql: str, con: "Engine" = None, dispose: bool = False, schema: typin...
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43,001
DOC: update Ecosystem page, and define governance
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2021-08-12T18:51:26Z
2021-08-21T20:52:08Z
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#### Location of the documentation [Ecosystem](https://pandas.pydata.org/community/ecosystem.html) (wepage), [ecosystem.rst](https://github.com/pandas-dev/pandas/blob/318bed9f7c16c3352178cbf68e8dddfaba32ed6d/doc/source/ecosystem.rst) (file) #### Documentation problem - There is some deprecated library: [qgrid...
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DISC: remove Index and EA subclasses
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2021-08-12T19:51:56Z
2021-10-22T10:23:15Z
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MEMBER
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There has been discussion in eg #39133 about having EA-backed Indexes held in base-class Index objects, similar discussion regarding the new NumericIndex. I do not like the idea of having _some_ non-object dtypes return the base class Index, but would be on board for making _all_ dtypes use the base class. i.e. onl...
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DOC: Fixed all remaining GL02 documentation errors and added appropriate check in CI
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2021-08-12T21:26:18Z
2021-08-19T01:58:24Z
2021-08-19T01:58:19Z
CONTRIBUTOR
null
- Closes #42809 - Adds check for GL02 in CI
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DOC: Update param doc of to_parquet about compression
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2021-08-12T22:06:26Z
2021-08-17T16:20:41Z
2021-08-17T16:16:42Z
CONTRIBUTOR
null
Users are misled by current `compression` param doc. Actually more compressions like "ZSTD" are supported by pyarrow engine. This patch updates the param doc to reflect the supported compressions.
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CI: Run python dev with numpy python 3.10 wheels
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2021-08-12T22:44:17Z
2021-08-13T23:22:34Z
2021-08-13T00:32:55Z
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 Just testing the numpy wheels in preparation for making our own.
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43,006
Testing to_datetime, converting none to NaT
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2021-08-12T23:08:23Z
2021-10-16T20:34:01Z
2021-10-16T20:34:00Z
NONE
null
Addition of a test. Bug was fixed for #35888 somewhere in the main branch, this test just adds a unit test. - [x] closes #35888 - [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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43,007
Backport PR #43005 on branch 1.3.x (CI: Run python dev with numpy python 3.10 wheels)
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2021-08-13T00:33:20Z
2021-08-13T14:32:39Z
2021-08-13T14:32:39Z
NONE
null
Backport PR #43005: CI: Run python dev with numpy python 3.10 wheels
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BUG: `equals` method failed for nested `Series`/`DataFrame`
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2021-08-21T20:53:17Z
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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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POC: use github issue form for usage questions
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2021-08-13T01:54:31Z
2021-08-13T14:49:55Z
2021-08-13T14:37:42Z
MEMBER
null
#42951 has the context - figured the usage question form would be a good starting point as the least crucial issue template, but a common source of issues not being completely filled in. Wasn't sure about the best way to test this out, so I just have a repo https://github.com/mzeitlin11/issue-forms which I'll try to...
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PERF: Series.mad
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MEMBER
null
``` from asv_bench.benchmarks.stat_ops import * self = SeriesOps() self.setup("mad", "int") %timeit self.time_op("mad", "int") 1.45 ms ± 22.6 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each) # <- master 474 µs ± 2.77 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each) # <- PR ```
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ENH: add efficient `groupby` for sorted dataframe
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#### Feature description I wish I could use Pandas to efficiently group a large data frame by a sorted column. Since many sorting algorithms have time complexities of `O(nlog(n))` and splitting a column according to its consecutive same value requires time complexity of just `O(n)`, given that the current `groupby` ...
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pandas version
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pandas==1.0.3 In [16]: df.where(df.notnull(), None) Out[16]: A B 0 2013-01-01 1 1 NaT 2 2 2013-01-03 None but pandas==1.3.1 In [16]: df.where(df.notnull(), None) Out[16]: A B 0 2013-01-01 1 1 NaT 2 2 2013...
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Replace str::replace hack for getting module name from ImportError in __init__.py
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DEPR: in behavior for Series comparing index membership
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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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--- I would like to concatenate two incomplete data frame with the same data (in theory) regarding a similar index. I tried with pd.concat but I don't managed to get what I need. Here is a simple example of what I would like to do : ```python df1 = pd.DataFrame( { "A": ["A0", "A1", "A2", "A3"], ...
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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: Inconsistent behavior of setting default value for type `bool`
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BUG: seperate df dtypes from different initialization
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2021-08-13T14:23:19Z
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- [x] closes #42971 - [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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Performance of ExtensionArray display in DataFrame/Series
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When printing a DataFrame/Series that is backed by an ExtensionArray the values are first converted to a numpy array: https://github.com/pandas-dev/pandas/blob/c03ee857f880f94461d3344c11bfb703885fde00/pandas/io/formats/format.py#L1561-L1574 This is problematic for ExtensionArrays that are very expensive to conver...
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