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Closes https://github.com/pandas-dev/pandas/issues/31003 | {
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```python
>>> df = pd.DataFrame({"A": ["foo", "foo", "foo", "foo", "foo","bar", "bar", "bar", "bar"],
"B": ["one", "one", "one", "two", "two","one", "one", "two", ... | {
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cc @TomAugspurger | {
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Closes https://github.com/pandas-dev/pandas/issues/30969 | {
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Do all parsing/casting/conversion before call to self._engine or super() methods (xref #30948)
Fix+test integers incorrectly getting through.
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https://api.github.com/repos/pandas-dev/pandas/issues/31023 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31023/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31023/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31023/events | https://github.com/pandas-dev/pandas/pull/31023 | 549,857,687 | MDExOlB1bGxSZXF1ZXN0MzYyODcwNzQ2 | 31,023 | REF: DatetimeIndex.get_loc | {
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Do all parsing/casting/conversion before call to self._engine or super() methods (xref #30948)
Needs test for preventing integers and Timedeltas through incorrectly.
Some of the casting may be simplified pending #30994. | {
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I checked the build config is the same using
https://config.travis-ci.com/explore | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31025 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31025/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31025/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31025/events | https://github.com/pandas-dev/pandas/pull/31025 | 549,895,528 | MDExOlB1bGxSZXF1ZXN0MzYyOTAxMjc4 | 31,025 | ENH: Handle extension arrays in algorithms.diff | {
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Closes https://github.com/pandas-dev/pandas/issues/30967
This still needs a few things
1. Additional tests. It's hard to write thorough tests in `extensions/base`, since we don't know what the dtype will be after the `.diff()` (subtracting doesn't necessar... | {
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- implement _split_op_result, discussed before [citation needed]
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... | 9 | 2020-01-15T01:15:11Z | 2020-01-25T17:49:55Z | 2020-01-25T17:49:55Z | CONTRIBUTOR | null | #### Code Sample, a copy-pastable example if possible
```python
dataframe = pd.DataFrame({'x': [1, 2, 3], 'y': ['a', 'b', 'c']})
series = dataframe.stack()
print(series.to_json(orient="index"))
```
The keys in the output have unescaped quotes in them, resulting in invalid JSON. Output here is indented for cla... | {
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- [ ] tests added / passed
- [ ] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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https://github.com/pandas-dev/pandas/issues/30999 | {
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First part with move test_offsets to test_date_offsets
- [ ] closes #27085
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- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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https://api.github.com/repos/pandas-dev/pandas/issues/31032 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31032/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31032/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31032/events | https://github.com/pandas-dev/pandas/pull/31032 | 550,023,862 | MDExOlB1bGxSZXF1ZXN0MzYzMDAzODky | 31,032 | Revert "DEPR: is_copy arg of take (#30615)" | {
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See https://github.com/pandas-dev/pandas/issues/27357#issuecomment-571639242 and https://github.com/pandas-dev/pandas/pull/30615#issuecomment-571637550 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31033 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31033/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31033/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31033/events | https://github.com/pandas-dev/pandas/pull/31033 | 550,047,752 | MDExOlB1bGxSZXF1ZXN0MzYzMDIzMTEx | 31,033 | DOC: typo a -> an | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31034 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31034/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31034/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31034/events | https://github.com/pandas-dev/pandas/pull/31034 | 550,052,369 | MDExOlB1bGxSZXF1ZXN0MzYzMDI2ODI5 | 31,034 | TST: Split test_offsets.py - Added fixtures for date offsets and business date offsets | {
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] | closed | false | null | [] | null | 1 | 2020-01-15T09:03:21Z | 2020-03-24T16:12:17Z | 2020-03-24T16:12:17Z | NONE | null | In context of #30194 and #31031
Second part with added (bussiness-)date offsets fixtures
- [ ] closes #27085
- [ ] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/31035 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31035/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31035/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31035/events | https://github.com/pandas-dev/pandas/issues/31035 | 550,077,026 | MDU6SXNzdWU1NTAwNzcwMjY= | 31,035 | Incorrect boolean bitwise conversion when dtype=object | {
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"description": "Extendin... | open | false | null | [] | null | 9 | 2020-01-15T09:49:51Z | 2021-07-27T04:38:40Z | null | NONE | null | #### Code Sample, a copy-pastable example if possible
```python
import pandas as pd
s = pd.Series([False, True, None])
s[s.isnull()] = False
print('incorrect:')
print((~s).astype(bool))
print('\ncorrect:')
print(s.apply(lambda x: not x))
```
#### Problem description
The above code will produce the fo... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31036 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31036/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31036/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31036/events | https://github.com/pandas-dev/pandas/pull/31036 | 550,077,895 | MDExOlB1bGxSZXF1ZXN0MzYzMDQ3NTYx | 31,036 | BUG: AssertionError on Series.append(DataFrame) fix #30975 | {
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"followers_url": "https://api.github.com/users/wesm... | 3 | 2020-01-15T09:51:29Z | 2020-01-24T20:46:20Z | 2020-01-24T03:37:33Z | CONTRIBUTOR | null | - [x] closes #30975
- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
Series.append() does not throw AssertionError anymore. This fix performs a precheck before proceeding with concatenation. Tests have passed. Whatsn... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31037 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31037/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31037/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31037/events | https://github.com/pandas-dev/pandas/pull/31037 | 550,124,126 | MDExOlB1bGxSZXF1ZXN0MzYzMDg2MDA3 | 31,037 | PERF: improve access of .array | {
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This improves the performance of `.array` access considerably (and thus of `extract_array`, which eg caused the slowdown in the indexing benchmark). The speed-up depends on the dtype (the numpy dtypes are still quite slow ..).
This touches quite some code, bu... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31038 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31038/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31038/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31038/events | https://github.com/pandas-dev/pandas/issues/31038 | 550,127,653 | MDU6SXNzdWU1NTAxMjc2NTM= | 31,038 | CLN: Merge scripts/ and ci/ directories | {
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"description": "Requires dis... | closed | false | null | [] | null | 2 | 2020-01-15T11:24:32Z | 2020-09-24T09:52:40Z | 2020-09-24T09:52:40Z | MEMBER | null | While conceptually it can make sense to separate the scripts that are mostly called from the CI, than the ones that are not, I think in practice the division between `scripts/` and `ci/` directories is rather arbitrary.
An example is `scripts/validate_docstrings.py`. We use it from the CI, but we use it locally too ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31039 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31039/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31039/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31039/events | https://github.com/pandas-dev/pandas/issues/31039 | 550,131,145 | MDU6SXNzdWU1NTAxMzExNDU= | 31,039 | CLN: Possibly obsolete scripts | {
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I'm unsure if the following scripts are still used:
```
scripts/find_commits_touching_func.py
ci/check_cache.sh
ci/check_git_tags.sh
ci/travis_process_gbq_encryption.sh
```
The next I assume are for the release, but may be there is something obsolete here:
```
scripts/build_dist_for_release.sh... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31040 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31040/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31040/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31040/events | https://github.com/pandas-dev/pandas/issues/31040 | 550,143,379 | MDU6SXNzdWU1NTAxNDMzNzk= | 31,040 | DOC: Add CZI to the sponsors page | {
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] | closed | false | null | [] | null | 1 | 2020-01-15T11:59:14Z | 2020-01-17T00:25:00Z | 2020-01-17T00:25:00Z | MEMBER | null | I guess we want to add CZI to the sponsors page: https://pandas.io/about/sponsors.html
I think a section similar to Tidelift is the best option. Any other idea? | {
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```python
# Your code here
A = {"a":[1, 2, 3 ,4], "b":"b", "c":"c"}
pd.DataFrame.from_dict(A,orient='index').T
B = { "b":"b", "c":"c", "a":[1, 2, 3 ,4],}
pd.DataFrame.from_dict(B,orient='index').T
```
#### Problem description
the output A ，B are diffre... | {
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This is fine:
```
>>> pd.__version__
'0.26.0.dev0+1790.gdd94e0db9'
>>> epoch = 1552211999999999871
>>> t = pd.Timestamp(epoch, tz='dateutil/US/Pacific')
>>> t
Timestamp('2019-03-10 01:59:59.999999871-0800', tz='dateutil/US/Pacific')
>>> t.value
15522119... | {
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- [ ] tests added / passed
- [ ] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
This pull request is to add appropriate match arguments to bare pytest.raises listed in the comment https://github.com/pandas-dev/pandas/issues/30999#... | {
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Things addressed here:
- Added CZI as sponsor
- Adding an arbitrary number of sponsor logos in the home (previously the style only worked for 6)
- Adding a `Become a sponsor` section to the sponsors page
- Moving all sponsors to the web yaml, and standardizing how we present them in the spons... | {
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```
pandas.Index.has_duplicates
pandas.Index.is_all_dates
pandas.Index.name
pandas.Index.is_boolean
pandas.Index.is_floating
pandas.Index.is_integer
pandas.Index.is_interval
pandas.Index.is_mixed
pandas.Index.is_numeric
pandas.Index.is_object
```
There are some other docstrings left - I... | {
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- [x] tests added / passed
- [x] passes `black pandas`
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This separates a large part of the code changes from #25141 to keep things comprehendible.
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Old scripts that are not used anymore.
CC: @TomAugspurger | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31050 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31050/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31050/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31050/events | https://github.com/pandas-dev/pandas/issues/31050 | 550,379,054 | MDU6SXNzdWU1NTAzNzkwNTQ= | 31,050 | HDF5 API docs missing methods | {
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... | open | false | null | [] | null | 4 | 2020-01-15T19:18:50Z | 2020-02-13T02:02:53Z | null | CONTRIBUTOR | null | The [user guide IO Tools HDF5 section](https://pandas.io/docs/user_guide/io.html#hdf5-pytables) references a number of methods that are not documented in the [API docs for HDF5](https://pandas.io/docs/reference/io.html#hdfstore-pytables-hdf5).
The following `HDFStore` methods/attributes are mentioned only in the use... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31051 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31051/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31051/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31051/events | https://github.com/pandas-dev/pandas/issues/31051 | 550,396,900 | MDU6SXNzdWU1NTAzOTY5MDA= | 31,051 | Feature: Add "random" rank in the group for DataFrame.rank and similar functions. | {
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> DataFrame.rank(self, axis=0, method='average', numeric_only=None, na_option='keep', ascending=True, pct=False)[source]
>
> method : {‘average’, ‘min’, ‘max’, ‘first’, ‘dense’, **‘random’**}, default ‘average’
>
> How to rank ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31052 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31052/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31052/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31052/events | https://github.com/pandas-dev/pandas/issues/31052 | 550,405,884 | MDU6SXNzdWU1NTA0MDU4ODQ= | 31,052 | User guide HDF5 complevel and complib formatting strange | {
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https://pandas.pydata.org/pandas-docs/stable/user_guide/io.html#compression
https://pandas.io/docs/user_guide/io.html#compression
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https://api.github.com/repos/pandas-dev/pandas/issues/31053 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31053/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31053/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31053/events | https://github.com/pandas-dev/pandas/pull/31053 | 550,407,536 | MDExOlB1bGxSZXF1ZXN0MzYzMzE5MzMx | 31,053 | DOC: Fix HDF5 complevel and complib formatting | {
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"followers_url": "https://api.github.com/users/j... | 3 | 2020-01-15T20:18:05Z | 2020-01-20T13:34:23Z | 2020-01-20T13:34:12Z | CONTRIBUTOR | null | Fixes formatting of these params.
- [x] closes #31052
- [ ] tests added / passed (N/A)
- [ ] passes `black pandas` (N/A)
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` (N/A)
- [ ] whatsnew entry (N/A)
N/A as this PR only updates an rst file for the docs. | {
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How will series.loc behave when passed a boolean series whose index contains the same values, but in a different order, than the focal series' index?
```python
s1 = pd.Series(list('ab'))
mask = [True, False]
s2 = pd.Series(mask, pd.Index([1,0]))
print(s1.loc[mask])... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31055 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31055/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31055/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31055/events | https://github.com/pandas-dev/pandas/pull/31055 | 550,453,102 | MDExOlB1bGxSZXF1ZXN0MzYzMzU3MjY3 | 31,055 | REF: be stricter about what we pass to _simple_new | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31058 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31058/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31058/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31058/events | https://github.com/pandas-dev/pandas/pull/31058 | 550,518,472 | MDExOlB1bGxSZXF1ZXN0MzYzNDExNDI3 | 31,058 | REF: use _get_string_slice in PeriodIndex.get_value | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31059 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31059/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31059/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31059/events | https://github.com/pandas-dev/pandas/pull/31059 | 550,525,496 | MDExOlB1bGxSZXF1ZXN0MzYzNDE2OTc5 | 31,059 | CLN: Removed unused varibles from for loops | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31060 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31060/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31060/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31060/events | https://github.com/pandas-dev/pandas/pull/31060 | 550,532,265 | MDExOlB1bGxSZXF1ZXN0MzYzNDIyMjc2 | 31,060 | CLN: Replace Appender and Substitution with simpler doc decorator | {
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- [x] tests added / passed
- [X] passes `black pandas`
- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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A new decorator to handle docstring formatting. There is also an update for an existing case to show how it works. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31061 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31061/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31061/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31061/events | https://github.com/pandas-dev/pandas/issues/31061 | 550,537,708 | MDU6SXNzdWU1NTA1Mzc3MDg= | 31,061 | WEB: Broken older versions link in the website | {
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In #30891 I proposed to just have a single link to the docs for now, so there is no broken link or inconsistencies. But there is no agreement on getting that merged, and some discussion is needed.
Openi... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31063 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31063/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31063/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31063/events | https://github.com/pandas-dev/pandas/issues/31063 | 550,560,809 | MDU6SXNzdWU1NTA1NjA4MDk= | 31,063 | DataFrame.GroupBy.apply has unexpected returns in some cases | {
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... | open | false | null | [] | null | 6 | 2020-01-16T04:04:48Z | 2021-04-07T06:53:34Z | null | NONE | null | #### Code Sample, a copy-pastable example if possible
```python
# Your code here
def agg(a, b):
return a + b
x = pd.DataFrame({'A': np.arange(10), 'B': [1] * 10, 'C': np.random.rand(10), 'D': np.random.rand(10)}).set_index(['A', 'B'])
x.groupby('B').apply(lambda g: g.C + g.D)
```
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- [ ] closes #xxxx
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https://api.github.com/repos/pandas-dev/pandas/issues/31067 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31067/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31067/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31067/events | https://github.com/pandas-dev/pandas/issues/31067 | 550,643,248 | MDU6SXNzdWU1NTA2NDMyNDg= | 31,067 | pd.to_datetime() time conversion error | {
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```python
# Your code here
```
#### Problem description
[this should explain **why** the current behaviour is a problem and why the expected output is a better solution.]
**Note**: We receive a lot of issues on our GitHub tracker, so it is very possibl... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31068 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31068/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31068/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31068/events | https://github.com/pandas-dev/pandas/issues/31068 | 550,646,149 | MDU6SXNzdWU1NTA2NDYxNDk= | 31,068 | REGR: MultiIndex level names RuntimeError in groupby.apply | {
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df = pd.DataFrame({
'A': np.arange(10), 'B': [1, 2] * 5,
'C': np.random.rand(10), 'D': np.random.rand(10)}
).set_index(['A', 'B'])
df.groupby('B').apply(lambda x: x.sum())
```
On master this gives an error:
```
In [40]: df.groupby('B').apply(lambda x: x.sum())
--------------------------------... | {
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] | closed | false | null | [] | null | 7 | 2020-01-16T08:20:16Z | 2020-02-05T08:02:10Z | 2020-02-05T08:02:10Z | NONE | null | **Fix `DataFrame.info()` range summary for DatetimeIndex**
This PR aims to provide better description of [DatetimeIndex](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DatetimeIndex.html) within [DataFrame.info](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.info.html)... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31070 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31070/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31070/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31070/events | https://github.com/pandas-dev/pandas/pull/31070 | 550,696,553 | MDExOlB1bGxSZXF1ZXN0MzYzNTU0OTE0 | 31,070 | PERF: add shortcut to Timedelta constructor | {
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- [ ] second half of #30543
- [X] tests added 1 / passed 1
- [X] passes `black pandas`
- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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- [x] closes #8193
- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
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- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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```python
# No code, documentation issue
```
#### Problem description
Why doesn't the documentation about IntervalIndex ([here](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.IntervalIndex.html)) contain any mention of the function [Inter... | {
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```python
import numpy as np
import matplotlib.pyplot as plt
import datetime as dt
import pandas as pd
N = 100000
y = np.linspace(0, 10, N)
base_dt = dt.datetime(2000,1,1)
dt_range = [base_dt + dt.timedelta(minutes=x) for x in range(N)]
plt.figure(... | {
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```python
import numpy as np
import pandas as pd
# A DataFrame containing a datetime64 column
n = 1000000
df = pd.DataFrame({
"x": np.random.normal(0.0, 1.0, n),
"d": pd.date_range(pd.datetime.today(), periods=n, freq="1H").tolist()
})
# Calc... | {
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- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
Some stuff that got the attention of my eye | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31077 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31077/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31077/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31077/events | https://github.com/pandas-dev/pandas/issues/31077 | 550,942,068 | MDU6SXNzdWU1NTA5NDIwNjg= | 31,077 | dict to series turns tuple keys into single strings | {
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"description": "Related to the Index cla... | open | false | null | [] | null | 0 | 2020-01-16T17:10:22Z | 2021-07-27T04:55:32Z | null | CONTRIBUTOR | null | ```
In [69]: pd.Series({('a',): 1, ('a', 'b'): 2})
Out[69]:
a 1
a 2
dtype: int64
In [70]: pd.__version__
Out[70]: '0.25.3'
```
I would think this should result in tuple objects. Probably something in core/series.py ... looks like _init_dict and maybe create_series_with_explicit_dtype from poking arou... | {
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- [ ] tests added / passed
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https://api.github.com/repos/pandas-dev/pandas/issues/31079 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31079/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31079/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31079/events | https://github.com/pandas-dev/pandas/pull/31079 | 550,967,186 | MDExOlB1bGxSZXF1ZXN0MzYzNzc1MjIx | 31,079 | TST: Remove bare pytest.raises | {
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Adds match argument to pytest.raises found in the following files. https://github.com/pandas-dev/pandas/issues/30999#issuecomment-574174389
**ToDo:**
- [x] pandas/tests/arithmetic/test_numeric
- [X] pandas/tests/arithmetic/test_object
- [x] pandas/tests/arithmetic/test_timedelta64
- [x] pan... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31080 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31080/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31080/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31080/events | https://github.com/pandas-dev/pandas/issues/31080 | 550,974,675 | MDU6SXNzdWU1NTA5NzQ2NzU= | 31,080 | Pandas 0.25.0 breaks np.isin | {
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```python
# pandas 0.24.2:
l = [pd.Timestamp]
pd.Timestamp == pd.Timestamp
>>> True
np.isin(l, l)
>>> array([ True])
```
```python
# pandas 0.25.0
l = [pd.Timestamp]
pd.Timestamp == pd.Timestamp
>>> True
np.isin(l, l)
>>> array([ False])
```
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https://api.github.com/repos/pandas-dev/pandas/issues/31081 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31081/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31081/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31081/events | https://github.com/pandas-dev/pandas/pull/31081 | 550,990,468 | MDExOlB1bGxSZXF1ZXN0MzYzNzkzMjcw | 31,081 | CLN: Moved the same code in 'if' and the 'else' outside | {
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cc (@WillAyd) | {
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- [ ] tests added / passed
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- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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Script being moved to the pandas-release repository in https://github.com/pandas-dev/pandas-release/pull/23 | {
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cc (@datapythonista)
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https://api.github.com/repos/pandas-dev/pandas/issues/31086 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31086/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31086/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31086/events | https://github.com/pandas-dev/pandas/issues/31086 | 551,020,793 | MDU6SXNzdWU1NTEwMjA3OTM= | 31,086 | Issue generating a line plot from a Series when previous plots are already defined | {
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] | closed | false | null | [] | null | 2 | 2020-01-16T19:55:39Z | 2020-01-18T00:16:25Z | 2020-01-17T21:16:04Z | NONE | null | #### Code Sample, a copy-pastable example if possible
```python
df = self.getStats() # returns a dataFrame with a row called Rounds
totalMatches = len(df)
if (totalMatches == 0):
print("Need to play at least one match for a graph", flush = True)
return
vc... | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
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] | open | false | null | [] | null | 5 | 2020-01-16T23:56:31Z | 2021-04-10T16:13:13Z | null | MEMBER | null | A fresh build of the docs locally yields all of the below warnings:
<details>
```sh
as-dev/lib/python3.7/site-packages/sphinx/ext/autosummary/__init__.py:635: FutureWarning: The pandas.SparseArray class is deprecated and will be removed from pandas in a future version. Use pandas.arrays.SparseArray instead.
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I have only been able to reproduce this issue once and can't verify that this works, but I think @jorisvandenbossche has had more luck reproducing so maybe can try
I noticed `_as_array` showing up in a core dump I was able to get, and this line seems a little suspect so perhaps removing the wr... | {
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Not convinced that the blog looks great, but that's the best I could do, and I think it looks... | {
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This does _not_ yet support two-sides slicing e.g. `ser["2015":"2016"]`, but im hoping to get that handled before long.
Partial overlap with #31058, nothing should... | {
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- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
Changed ggpy reference to plotnine.
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cc @WillAyd | {
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(Feel free to close this PR at any time, if this file should not be changed). | {
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"followers_url": "https://api.github.com/users/wesm... | 2 | 2020-01-17T13:08:47Z | 2020-01-23T15:26:39Z | 2020-01-23T15:26:39Z | MEMBER | null | For the boolean -> integer array conversion, I added a special path for that. But `astype`ing integer to boolean is currently not working:
```
In [23]: a = pd.array([1, 0, pd.NA])
In [24]: a
Out[24]:
<IntegerArray>
[1, 0, <NA>]
Length: 3, dtype: Int64
In [25]: a.astype("boolean")
-----------------... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31103 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31103/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31103/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31103/events | https://github.com/pandas-dev/pandas/pull/31103 | 551,410,839 | MDExOlB1bGxSZXF1ZXN0MzY0MTM3NzI0 | 31,103 | CLN: Index._values docstring + Block.internal/external_values | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31104 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31104/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31104/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31104/events | https://github.com/pandas-dev/pandas/issues/31104 | 551,466,647 | MDU6SXNzdWU1NTE0NjY2NDc= | 31,104 | BUG: inconsistent creation of IntegerArray from boolean values | {
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"description": "Extending pandas with cu... | open | false | null | [] | null | 0 | 2020-01-17T15:06:10Z | 2020-01-17T15:06:10Z | null | MEMBER | null | When creating a nullable integer array from boolean values, we are being inconsistent between a boolean numpy array and a object array with bools:
```python
>>> pd.array(np.array([True, False]), dtype="Int64")
<IntegerArray>
[1, 0]
Length: 2, dtype: Int64
>>> pd.array(np.array([True, False], dtype=object), ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31105 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31105/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31105/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31105/events | https://github.com/pandas-dev/pandas/pull/31105 | 551,466,958 | MDExOlB1bGxSZXF1ZXN0MzY0MTg0MjQ2 | 31,105 | TST: Fix some bare pytest raises | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
Follow up for #30998 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31106 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31106/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31106/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31106/events | https://github.com/pandas-dev/pandas/pull/31106 | 551,489,013 | MDExOlB1bGxSZXF1ZXN0MzY0MjAyMzIx | 31,106 | CLN: prune unreachable code | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31107 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31107/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31107/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31107/events | https://github.com/pandas-dev/pandas/issues/31107 | 551,493,249 | MDU6SXNzdWU1NTE0OTMyNDk= | 31,107 | Non-fixed/variable size moving windows in .rolling and .ewm | {
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"descript... | closed | false | null | [] | null | 3 | 2020-01-17T15:54:15Z | 2020-05-08T20:13:53Z | 2020-05-08T20:13:43Z | NONE | null | Hi everyone.
I'm trying to code adaptive lookback indicators in Python/pandas.
```python
import pandas as pd
import numpy as np
def ALB(src, period, TrendParam):
change = src.diff(period).abs()
volatility = src.diff().abs().rolling(window=period).sum()
ER = change / volatility
Alpha = 2.0 / (peri... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31108 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31108/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31108/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31108/events | https://github.com/pandas-dev/pandas/issues/31108 | 551,496,324 | MDU6SXNzdWU1NTE0OTYzMjQ= | 31,108 | API: inconsistency in casting back to its EA dtype (try_cast_to_ea) | {
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https://github.com/pandas-dev/pandas/blob/a72eef5a86979232337149961d2122f0b555c876/pandas/core/arrays/base.py#L49-L54
it's easy to get inconsistencies, and it depends critically on what `_from_sequence` accepts as valid scalar.
For example, we now have this
... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31109 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31109/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31109/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31109/events | https://github.com/pandas-dev/pandas/issues/31109 | 551,499,854 | MDU6SXNzdWU1NTE0OTk4NTQ= | 31,109 | Return NotImpelmented for arith ops with object-dtype Index subclasses | {
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"followers_url": "https://api.github.com/users/wesm... | 2 | 2020-01-17T16:05:52Z | 2020-01-28T20:57:19Z | 2020-01-28T20:57:19Z | CONTRIBUTOR | null | This change in 1.0 impacted xarray
```python
In [22]: import xarray as xr
In [23]: import pandas as pd
In [24]: idx = pd.timedelta_range("1D", periods=5, freq="D")
In [25]: a = xr.cftime_range("2000", periods=5)
In [26]: idx + a
/Users/taugspurger/sandbox/pandas/pandas/core/arrays/datetimelike.py:1204... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31110 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31110/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31110/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31110/events | https://github.com/pandas-dev/pandas/pull/31110 | 551,552,313 | MDExOlB1bGxSZXF1ZXN0MzY0MjUzNzEw | 31,110 | POC: docstring inheritance | {
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This doesnt handle `@Substitution`. If we can make that work for the common case where we're just putting in the class name, we could get a _lot_ less verbose.
xref #31095, #31... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31111 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31111/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31111/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31111/events | https://github.com/pandas-dev/pandas/issues/31111 | 551,562,154 | MDU6SXNzdWU1NTE1NjIxNTQ= | 31,111 | Strange groupby apply behaviour | {
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"followers_url": "https://api.github.com/users/j... | 9 | 2020-01-17T18:18:39Z | 2020-06-20T22:24:25Z | 2020-06-20T22:24:25Z | CONTRIBUTOR | null | #### Minimal reproducible example
```python
import pandas as pd
import numpy as np
tdf = pd.DataFrame({"tree": [0, 0, 0, 0, 1, 1, 1, 1],
"into": ["0-2", "0-4", "0-10", np.nan, "1-2", "1-3", "1-7", np.nan],
"leaf_value": [0,0,0,3,0,0,0,4]},
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https://api.github.com/repos/pandas-dev/pandas/issues/31112 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31112/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31112/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31112/events | https://github.com/pandas-dev/pandas/pull/31112 | 551,572,586 | MDExOlB1bGxSZXF1ZXN0MzY0MjcwNDcy | 31,112 | BUG: Index.get_value being called incorrectly | {
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"followers_url": "https://api.github.com/users/j... | 1 | 2020-01-17T18:42:42Z | 2020-01-18T16:09:12Z | 2020-01-18T15:49:04Z | MEMBER | null | AFAICT there aren't user-facing consequences, just built-up kludges in `Series.__getitem__` and `Index.get_value` that we'll be able to get rid of once we fix these inconsistencies.
cc @jreback | {
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https://api.github.com/repos/pandas-dev/pandas/issues/31113 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31113/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31113/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31113/events | https://github.com/pandas-dev/pandas/pull/31113 | 551,648,180 | MDExOlB1bGxSZXF1ZXN0MzY0MzMyODU1 | 31,113 | BUG: pd.concat fails when handling MultiIndex if repeated index exists | {
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- [ ] tests added / passed
- [ ] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/31114 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/31114/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/31114/comments | https://api.github.com/repos/pandas-dev/pandas/issues/31114/events | https://github.com/pandas-dev/pandas/pull/31114 | 551,656,439 | MDExOlB1bGxSZXF1ZXN0MzY0MzM5NjM2 | 31,114 | CI: Adding script to validate consistent and correct capitalization among headings in documentation (#26941) | {
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"followers_url": "https://api.github.com/users/j... | 34 | 2020-01-17T22:12:44Z | 2020-03-09T16:49:12Z | 2020-03-07T20:06:26Z | CONTRIBUTOR | null | Closes #26941
This script should be running correctly to validate capitalization for various rst files. Many keywords will need to be added into the script as more and more files are tested on this script. Currently testing on the following rst files through code_checks.sh:
doc/source/development/contributing.rs... | {
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