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Checklist for the pandas documentation sprint (ignore this if you are doing
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an unrelated PR):
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https://api.github.com/repos/pandas-dev/pandas/issues/20234 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20234/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20234/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20234/events | https://github.com/pandas-dev/pandas/pull/20234 | 304,102,630 | MDExOlB1bGxSZXF1ZXN0MTc0MTg4MzI4 | 20,234 | DOC: update the PeriodIndex docstring | {
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improved. Detailed in depth the requirements of each parameter.
Documentation is still confusing for allowable freq arguments
Checklist for the pandas documentation sprint (ignore this if you are doing
an unrelated PR):
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https://api.github.com/repos/pandas-dev/pandas/issues/20235 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20235/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20235/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20235/events | https://github.com/pandas-dev/pandas/pull/20235 | 304,104,105 | MDExOlB1bGxSZXF1ZXN0MTc0MTg5MDAz | 20,235 | DOC: update Rolling.std docstring | {
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an unrelated PR):
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https://api.github.com/repos/pandas-dev/pandas/issues/20236 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20236/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20236/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20236/events | https://github.com/pandas-dev/pandas/pull/20236 | 304,105,051 | MDExOlB1bGxSZXF1ZXN0MTc0MTg5NDkw | 20,236 | DOC: update the pandas.DataFrame.plot.density docstring | {
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Unfortunately, I was not able to compute a kernel estimate of a
two-dimensional random variable. Hence, the example is more of an
analysis of some independent data series.
Checklist for the pandas documentation sprint (ignore this if you are doing
an unrela... | {
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Checklist for the pandas documentation sprint (ignore this if you are doing
an unrelated PR):
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- [x] The validation script passes: `scripts/validate_docstrings.py <your-function-or-method>`
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https://api.github.com/repos/pandas-dev/pandas/issues/20238 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20238/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20238/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20238/events | https://github.com/pandas-dev/pandas/pull/20238 | 304,105,617 | MDExOlB1bGxSZXF1ZXN0MTc0MTg5Nzc3 | 20,238 | Docstring pandas.series.diff | {
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an unrelated PR):
- [X] PR title is "DOC: update the <your-function-or-method> docstring"
- [X] The validation script passes: `scripts/validate_docstrings.py <your-function-or-method>`
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https://api.github.com/repos/pandas-dev/pandas/issues/20239 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20239/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20239/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20239/events | https://github.com/pandas-dev/pandas/issues/20239 | 304,105,645 | MDU6SXNzdWUzMDQxMDU2NDU= | 20,239 | DEPR: Index.get_duplicates | {
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"followers_url": "https://api.github.com/users/j... | 1 | 2018-03-10T21:11:53Z | 2019-04-30T01:08:40Z | 2018-04-24T10:17:16Z | CONTRIBUTOR | null | completely duplicates (pun-intended) .duplicated / .drop_duplicates and is unecessary.
```
In [1]: pd.Index([1, 2, 3, 2, 3, 4, 3]).get_duplicates()
Out[1]: [2, 3]
In [2]: pd.Index([1, 2, 3, 2, 3, 4, 3]).drop_duplicates()
Out[2]: Int64Index([1, 2, 3, 4], dtype='int64')
In [3]: pd.Index([1, 2, 3, 2, 3, 4, 3])... | {
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- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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I will update the docstring after #20103 is merged. | {
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an unrelated PR):
- [x] PR title is "DOC: update the <your-function-or-method> docstring"
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https://api.github.com/repos/pandas-dev/pandas/issues/20242 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20242/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20242/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20242/events | https://github.com/pandas-dev/pandas/pull/20242 | 304,106,041 | MDExOlB1bGxSZXF1ZXN0MTc0MTg5OTgw | 20,242 | DOC: Update Series.repeat docstring | {
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an unrelated PR):
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- [ ] The validation script passes: `scripts/validate_docstrings.py <your-function-or-method>`
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https://api.github.com/repos/pandas-dev/pandas/issues/20244 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20244/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20244/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20244/events | https://github.com/pandas-dev/pandas/issues/20244 | 304,106,791 | MDU6SXNzdWUzMDQxMDY3OTE= | 20,244 | Confusing - rolling min( ) function "accepting" objects | {
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```python
s = pd.Series([3,1,2,'x','y','z'])
s.rolling(2).min()
0 3
1 1
2 2
3 x
4 y
5 z
dtype: object
```
#### Problem description
Should raise an exception because the series contains objects. Instead, function returns the s... | {
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elsewhere in the pandas documentation.
Some of the examples use randomly generated time series
because we need to get covariance between long series.
Used a random seed to ensure that the results are the
same each time.
Checklist for the pandas documentation sprint... | {
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Checklist for the pandas documentation sprint (ignore this if you are doing
an unrelated PR):
- [x] PR title is "DOC: update the <your-function-or-method> docstring"
- [x] The validation script passes: `scripts/validate_docstrings.py <your-function-or-method>`
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an unrelated PR):
- [x] PR title is "DOC: update the <your-function-or-method> docstring"
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an unrelated PR):
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... | 2 | 2018-03-10T21:53:52Z | 2019-11-02T01:54:19Z | null | CONTRIBUTOR | null | we do not fully control memory in pandas currently; its defered to numpy, so a ``view()`` rarely makes sense, esp since we will change the dtype appropriate upon setting, breaking the view association.
```
In [35]: s = pd.Series([1, 2, 3])
In [36]: s_view = s.view()
In [39]: s_view
Out[39]:
0 4.940656e-... | {
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```python
In [54]: midx = pd.MultiIndex.from_arrays([[1, 2, 3], ['a', 'b', 'c']], names = ('number', 'letter'))
In [55]: midx.isin([1, 2])
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an unrelated PR):
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an unrelated PR):
- [x] PR title is "DOC: update the <your-function-or-method> docstring"
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Signed-off-by: Carlos Eduardo Moreira dos Santos <cems@cemshost.com.br>
Signed-off-by: Igor C. A. de Lima <igorcadelima@gmail.com>
Checklist for the pandas documentation sprint (ignore this if you are doing
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https://api.github.com/repos/pandas-dev/pandas/issues/20256 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20256/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20256/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20256/events | https://github.com/pandas-dev/pandas/pull/20256 | 304,110,739 | MDExOlB1bGxSZXF1ZXN0MTc0MTkyNjQy | 20,256 | DOC: update the docstring of pandas.Series.clip | {
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Checklist for the pandas documentation sprint (ignore this if you are doing
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In [9]: int_arg = Timestamp('2010-01-01 12:00:00').value
In [10]: int_arg
Out[10]: 1262347200000000000
# With tz string
In [11]: Timestamp(int_arg, tz='US/Pacific')
Out[11]: Timestamp('2010-01-01 04:00:00-0800', tz='US/Pacific')
In [12]: Timestamp('2010-01-01 12:00:00', tz='US/Pacific') # correct
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... | 2 | 2018-03-10T22:44:29Z | 2021-06-19T06:10:06Z | null | MEMBER | null | `DatetimeIndex.<method/attribute>` and `Series.dt.<method/attribute>` accessors now share docstring. But we should give them both proper docstrings, but still share as much as possible. | {
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an unrelated PR):
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https://api.github.com/repos/pandas-dev/pandas/issues/20260 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20260/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20260/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20260/events | https://github.com/pandas-dev/pandas/pull/20260 | 304,113,413 | MDExOlB1bGxSZXF1ZXN0MTc0MTk0MjAz | 20,260 | DOC: Improve the docstring of pandas.core.window.Rolling.median | {
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an unrelated PR):
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https://api.github.com/repos/pandas-dev/pandas/issues/20261 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20261/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20261/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20261/events | https://github.com/pandas-dev/pandas/pull/20261 | 304,113,602 | MDExOlB1bGxSZXF1ZXN0MTc0MTk0MzI2 | 20,261 | DOC: Update pandas.Series.copy docstring | {
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- Add extended summary
- Add examples
Checklist for the pandas documentation sprint (ignore this if you are doing
an unrelated PR):
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https://api.github.com/repos/pandas-dev/pandas/issues/20262 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20262/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20262/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20262/events | https://github.com/pandas-dev/pandas/pull/20262 | 304,115,540 | MDExOlB1bGxSZXF1ZXN0MTc0MTk1NDY1 | 20,262 | DOC: update pandas.DataFrame.head docstring | {
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Checklist for the pandas documentation sprint (ignore this if you are doing
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an unrelated PR):
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https://api.github.com/repos/pandas-dev/pandas/issues/20264 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20264/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20264/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20264/events | https://github.com/pandas-dev/pandas/pull/20264 | 304,117,119 | MDExOlB1bGxSZXF1ZXN0MTc0MTk2NDAy | 20,264 | DOC" update the Pandas core window rolling count docstring" | {
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an unrelated PR):
- [ ] PR title is "DOC: update the <your-function-or-method> docstring"
- [ ] The validation script passes: `scripts/validate_docstrings.py <your-function-or-method>`
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an unrelated PR):
- [X] PR title is "DOC: update the <your-function-or-method> docstring"
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```python
# categorical_DataFrame is constructed from a source table by appending transformed original data column-by-column using original_DataFrame[column_name].values
# The original dataframe has also undergone some operations after loading and before constr... | {
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Checklist for the pandas documentation sprint (ignore this if you are doing
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######################## Docstring (pandas.Period.day) ########################
################################################################################
Return the number of days of particular month of a given Period.
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doctest: -NORMALIZE_WHITESPACE
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```python
idx = pd.Index(data=[[1, 2], [1, 2], [2, 3]])
# some cases where this causes error:
idx.get_duplicates()
idx.drop_duplicates()
```
#### Problem description
According to the documentation, pandas.Index takes a 1-dimensional array-like data a... | {
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I worked on the CategoricalIndex.map docstring during the sprint in Paris.
Although we concentrated on this function, while doing that we couldn't help improving (marginally!) also the docstrings for Categorical.map, Index.map and Series.map.
We probably should have refrained from doing it, knowing t... | {
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Extracting join types to a fixture
- [ ] tests added / passed
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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an unrelated PR):
- [X] PR title is "DOC: update the <your-function-or-method> docstring"
- [X] The validation script passes: `scripts/validate_docstrings.py <your-function-or-method>`
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an unrelated PR):
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- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
`.values` call was converting tz aware data to tz naive data (by casting to a numpy array). Added an additional test for Categorical data as well. | {
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################################################################################
######################## Docstring (pandas.Period.day) ########################
################################################################################
Return the number of days of particular month of... | {
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################################################################################
#################### Docstring (pandas.Period.daysinmonth) ####################
################################################################################
Return total number of days of the month in given ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20296 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20296/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20296/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20296/events | https://github.com/pandas-dev/pandas/issues/20296 | 304,277,012 | MDU6SXNzdWUzMDQyNzcwMTI= | 20,296 | groupby and last/first fails: ValueError: function does not reduce | {
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```python
(tickets
.groupby(by=['destination', 'departure'])
.last()
)
```
#### Problem description
Fails by `ValueError: function does not reduce`: https://pastebin.com/rL60tgLm
<details>
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https://api.github.com/repos/pandas-dev/pandas/issues/20297 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20297/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20297/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20297/events | https://github.com/pandas-dev/pandas/pull/20297 | 304,337,131 | MDExOlB1bGxSZXF1ZXN0MTc0MzQyMTQ5 | 20,297 | DOC: update the Period.days_in_month docstring | {
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- [X] args, kwargs (or kwds) issue (fixed in #20061)
- [X] no punctuation needed at end of explanation it last line is a `versionadded` (#22405)
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an unrelated PR):
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```python
# ffill / bfill
# The basic idea is to create an array of integer positions.
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https://api.github.com/repos/pandas-dev/pandas/issues/20301 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20301/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20301/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20301/events | https://github.com/pandas-dev/pandas/issues/20301 | 304,392,781 | MDU6SXNzdWUzMDQzOTI3ODE= | 20,301 | SAS na values management | {
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"description": "np.nan, ... | open | false | null | [] | null | 9 | 2018-03-12T14:25:09Z | 2020-04-05T01:45:18Z | null | NONE | null | #### Problem description
Hi, I'm writing this report to ask for a na values management parameter for method .read_sas(), just like it's possible to do for .csv tables properly setting na_values or keep_default_na, it would be really useful to directly set na values for this kind of import without time-consuming workar... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20302 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20302/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20302/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20302/events | https://github.com/pandas-dev/pandas/issues/20302 | 304,411,361 | MDU6SXNzdWUzMDQ0MTEzNjE= | 20,302 | DOC: file IO in doctest examples | {
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"description": "IO issues that don't ... | open | false | null | [] | null | 4 | 2018-03-12T15:08:39Z | 2020-04-04T04:47:11Z | null | MEMBER | null | In several docstrings we write some data to a temporary file to illustrate reading / writing functionality.
However, this leaves behind those files when running the docstest, which is not ideal.
@TomAugspurger from https://github.com/pandas-dev/pandas/pull/20208#pullrequestreview-103076879
> We can
>
> - c... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20303 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20303/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20303/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20303/events | https://github.com/pandas-dev/pandas/issues/20303 | 304,417,395 | MDU6SXNzdWUzMDQ0MTczOTU= | 20,303 | qcut raising TypeError for boolean Series | {
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"closed_at": "2020-01-30T12:18:05Z",
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```python
import pandas as pd
pd.qcut(pd.Series([True, False, False, False, False, False, True]), 6, duplicates="drop", precision=2)
```
#### Problem description
Pandas throws a TypeError:
```
Traceback (most recent call last):
File "/tmp/pandas/env/l... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20304 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20304/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20304/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20304/events | https://github.com/pandas-dev/pandas/issues/20304 | 304,420,607 | MDU6SXNzdWUzMDQ0MjA2MDc= | 20,304 | DOC: nbsphinx required for python doc/make.py --single but not in core dev requirements | {
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] | closed | false | null | [] | null | 1 | 2018-03-12T15:29:40Z | 2021-02-12T04:40:29Z | 2021-02-12T04:40:29Z | MEMBER | null | We asked during the sprint to check the html output with `python doc/make.py --single method_name`, but this requires `nbsphinx` to be installed (because it is in conf.py listed as extension).
However, `nbsphinx` is not in the core `environment-dev.yaml` file (sphinx is), it's only listed in the "optional" dev requ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20305 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20305/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20305/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20305/events | https://github.com/pandas-dev/pandas/issues/20305 | 304,438,820 | MDU6SXNzdWUzMDQ0Mzg4MjA= | 20,305 | Running tests fails on fresh install of pandas in conda env | {
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] | closed | false | null | [] | null | 5 | 2018-03-12T16:13:11Z | 2018-05-16T08:19:36Z | 2018-03-15T19:24:47Z | NONE | null | #### Problem description
`pd.test()` outputs errors:
```
running: pytest --skip-slow --skip-network /home/paul/anaconda3/envs/an/lib/python3.6/site-packages/pandas
==================================== test session starts =====================================
platform linux -- Python 3.6.4, pytest-3.4.2, py-1.5... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20306 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20306/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20306/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20306/events | https://github.com/pandas-dev/pandas/issues/20306 | 304,443,861 | MDU6SXNzdWUzMDQ0NDM4NjE= | 20,306 | API/INT: why is to_pydatetime handled differently in Series.dt accessor? | {
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... | open | false | null | [] | null | 2 | 2018-03-12T16:25:39Z | 2021-06-19T06:17:05Z | null | MEMBER | null | While reviewing: https://github.com/pandas-dev/pandas/pull/20198, I notices this was defined in the `DatetimeProperties` itself:
https://github.com/pandas-dev/pandas/blob/78ded2585efb3e4b5164af91c85927b99298f026/pandas/core/indexes/accessors.py#L114-L143
Is there any reason that we have it like that, while all ot... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20307 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20307/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20307/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20307/events | https://github.com/pandas-dev/pandas/pull/20307 | 304,447,315 | MDExOlB1bGxSZXF1ZXN0MTc0NDI0OTM3 | 20,307 | DOC: update the pandas.Series.str.split docstring | {
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] | closed | false | null | [] | null | 4 | 2018-03-12T16:34:14Z | 2018-03-13T11:58:03Z | 2018-03-13T11:58:03Z | CONTRIBUTOR | null | Following up from discussion on #20282
- [x] PR title is "DOC: update the pandas.Series.str.split docstring"
- [x] The validation script passes: `scripts/validate_docstrings.py pandas.Series.str.split docstring`
- [x] The PEP8 style check passes: `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] The ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20308 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20308/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20308/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20308/events | https://github.com/pandas-dev/pandas/issues/20308 | 304,448,102 | MDU6SXNzdWUzMDQ0NDgxMDI= | 20,308 | BUG: TypeError when calling unique on empty MultiIndex | {
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"followers_url": "https://api.github.com/users/j... | 3 | 2018-03-12T16:36:17Z | 2018-04-01T15:49:56Z | 2018-04-01T15:49:56Z | CONTRIBUTOR | null | #### Code Sample, a copy-pastable example if possible
```python
import pandas as pd
import numpy as np
x = pd.MultiIndex.from_tuples([(1, 2), (3, 4)], names=['a', 'b'])
y = x[np.array([False, False])] # multiindex y is now empty
y.unique()
... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20309 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20309/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20309/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20309/events | https://github.com/pandas-dev/pandas/issues/20309 | 304,473,629 | MDU6SXNzdWUzMDQ0NzM2Mjk= | 20,309 | DOC: further clarifications to docstring guide | {
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] | open | false | null | [] | null | 8 | 2018-03-12T17:43:59Z | 2018-03-15T19:28:11Z | null | MEMBER | null | I merged the docstring guide https://github.com/pandas-dev/pandas/pull/19704 in its current state from the sprint.
But based on the sprint experience, I think we noticed a few areas that can use further clarifications to have less confusion / discussion:
- Better overview of when to use which type of quotes (sing... | {
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