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https://api.github.com/repos/pandas-dev/pandas/issues/20010 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20010/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20010/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20010/events | https://github.com/pandas-dev/pandas/pull/20010 | 302,562,289 | MDExOlB1bGxSZXF1ZXN0MTczMDU2OTM5 | 20,010 | month_name/day_name warnings followup | {
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- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
Changed the `weekday_name` warning to a `FutureWarning` and catching them in 2 additional tests. | {
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pandas/tests/frame/test_operators.py::TestDataFrameOperators::()::test_comparison_invalid
/home/travis/build/pandas-dev/pandas/pandas/core/indexes/base.py:104: DeprecationWarning: elementwise == comparison failed; this will raise an error in the future.
result = op(self.values, np.asarray(other))
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```python
import pandas as pd
import numpy as np
idx = pd.date_range(start="2010-01-01", end="2010-01-30", fred="1D")
df = pd.DataFrame(index=idx, data=np.sin(np.linspace(0,2*np.pi,len(idx))))
# works well
df.rolling(5, center=True, min_periods=5)
# ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20014 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20014/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20014/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20014/events | https://github.com/pandas-dev/pandas/issues/20014 | 302,667,311 | MDU6SXNzdWUzMDI2NjczMTE= | 20,014 | CLN: followons to refactor of series/test_indexing.py | {
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- [x] remove the classes, IOW make all of the tests at function level. This will require removing the ``setup_method`` and making fixtures for this. (https://github.com/pandas-dev/pandas/pull/20034)
- [ ] some tests need to be moved around a bit, IOW we want to move tests out of test_indexing.py (the ... | {
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xref https://github.com/pandas-dev/pandas/issues/19932
cc @jorisvandenbossche
The main change in best practices here is the recommendation is that `Appender` is only for appending. `Substitution` should be used for substituting values.
See the change... | {
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- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
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```python
# Note: This is not real Python code. I can't reproduce these problems with toy data, but they
# show up consistently with certain sets of real data.
from pandas import Series
vocabulary = Series(data = <a few thousand integers>, index = <a few t... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20019 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20019/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20019/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20019/events | https://github.com/pandas-dev/pandas/pull/20019 | 302,786,603 | MDExOlB1bGxSZXF1ZXN0MTczMjIyMzY0 | 20,019 | TST: Fix wrong argument in TestDataFrameAlterAxes.test_set_index_dst | {
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- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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https://api.github.com/repos/pandas-dev/pandas/issues/20020 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20020/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20020/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20020/events | https://github.com/pandas-dev/pandas/pull/20020 | 302,833,685 | MDExOlB1bGxSZXF1ZXN0MTczMjU3Mjg2 | 20,020 | DOC: improve groupby.DataFrameGroupBy.resample docstring | {
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This is in order to unlock the full list of functions we have assigned for the pandas documentation sprint.
If there is something to be improved here please tell us. Also we may make a new push of this doc... | {
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This removed the `_index_shared_docs` dict for the Index class.
There were 4 methods that actually substituted values: take, get_indexer, get_indexer_non_unique, fillna | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20023 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20023/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20023/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20023/events | https://github.com/pandas-dev/pandas/issues/20023 | 302,879,512 | MDU6SXNzdWUzMDI4Nzk1MTI= | 20,023 | DataFrame.to_csv is ignoring the `index` parameter | {
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```python
In [16]: import pandas as pd
In [17]: pd.__version__
Out[17]: '0.22.0'
In [18]: df = pd.DataFrame([(1,2,3)],columns=("a","b","c"))
In [19]: df
Out[19]:
a b c
0 1 2 3
In [20]: df.to_csv("/dev/stdout",mode="a",index=False)
a,b,c
... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20024 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20024/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20024/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20024/events | https://github.com/pandas-dev/pandas/pull/20024 | 302,918,515 | MDExOlB1bGxSZXF1ZXN0MTczMzIwMDc3 | 20,024 | Cythonized GroupBy mad | {
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- [X] tests added / passed
- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
```bash
before after ratio
[01b91c26] [9d7f0ac9]
+ 678±3μs 807±10μs 1.19 groupby.GroupByMethods.time_metho... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20025 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20025/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20025/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20025/events | https://github.com/pandas-dev/pandas/pull/20025 | 302,919,123 | MDExOlB1bGxSZXF1ZXN0MTczMzIwNTQ5 | 20,025 | Replace api coverage script | {
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This PR adds to the output of the script `validate_docstrings.py` the methods from `Series`, `DataFrame` and `Panel` that are not present in `doc/api.rst`. This makes the script ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20026 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20026/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20026/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20026/events | https://github.com/pandas-dev/pandas/pull/20026 | 302,937,659 | MDExOlB1bGxSZXF1ZXN0MTczMzMzOTQ0 | 20,026 | Fix typos in test_interval_new.py | {
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url = """https://en.wikipedia.org/wiki/List_of_winners_of_the_Boston_Marathon"""
tables = pd.read_html(url, header=0)
print(tables[0].head())
#### Problem description
The above code ''should' just extract the displayed text in the HTML table; what's in the dataframe should be what's displaye... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20028 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20028/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20028/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20028/events | https://github.com/pandas-dev/pandas/pull/20028 | 302,948,207 | MDExOlB1bGxSZXF1ZXN0MTczMzQxMTY2 | 20,028 | CLN: Deprecate Index.summary (GH18217) | {
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"followers_url": "https://api.github.com/users/j... | 4 | 2018-03-07T03:04:48Z | 2018-03-17T23:52:10Z | 2018-03-16T10:27:12Z | CONTRIBUTOR | null | - [X] closes #18217
- [X] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [X] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/20029 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20029/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20029/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20029/events | https://github.com/pandas-dev/pandas/pull/20029 | 302,966,649 | MDExOlB1bGxSZXF1ZXN0MTczMzU0Mzkw | 20,029 | DOC: misc typos | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20030 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20030/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20030/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20030/events | https://github.com/pandas-dev/pandas/issues/20030 | 302,979,988 | MDU6SXNzdWUzMDI5Nzk5ODg= | 20,030 | json_normalize does not normalize subrecords properly if any subrecords values are NoneType | {
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```python
data_fail_to_normalize = \
[{'info': None},
{'info':
{'created_at': '11/08/1993', 'last_updated': '26/05/2012'},
'author_name':
{'first': 'Jane', 'last_name': 'Doe'}
}]
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https://api.github.com/repos/pandas-dev/pandas/issues/20031 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20031/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20031/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20031/events | https://github.com/pandas-dev/pandas/issues/20031 | 303,013,061 | MDU6SXNzdWUzMDMwMTMwNjE= | 20,031 | Compatibility with matplotlib 2.2 | {
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Three tests started failing on the python 2.7 build: https://travis-ci.org/pandas-dev/pandas/jobs/350035880, all related to FontManager and `functools_lru_cache`.
See full output below:
<details>
```
=================================== FAILURES ===================================
________________________ Te... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20032 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20032/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20032/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20032/events | https://github.com/pandas-dev/pandas/pull/20032 | 303,055,429 | MDExOlB1bGxSZXF1ZXN0MTczNDE5MTgx | 20,032 | Latex bugs | {
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"color": "006b7... | closed | false | null | [] | null | 11 | 2018-03-07T11:06:01Z | 2018-11-01T01:44:02Z | 2018-11-01T01:44:01Z | CONTRIBUTOR | null | - [x] closes #19981 and
closes #18669
- [x] tests added / passed (see `test_to_latex.py`)
- [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/20033 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20033/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20033/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20033/events | https://github.com/pandas-dev/pandas/pull/20033 | 303,084,414 | MDExOlB1bGxSZXF1ZXN0MTczNDQxMzI4 | 20,033 | TST: xfail some tests for mpl 2.2 compat | {
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- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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https://api.github.com/repos/pandas-dev/pandas/issues/20035 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20035/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20035/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20035/events | https://github.com/pandas-dev/pandas/pull/20035 | 303,092,582 | MDExOlB1bGxSZXF1ZXN0MTczNDQ3NTU2 | 20,035 | TST: xfail numpy-dev clip failures | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20036 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20036/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20036/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20036/events | https://github.com/pandas-dev/pandas/pull/20036 | 303,123,294 | MDExOlB1bGxSZXF1ZXN0MTczNDcwNjYy | 20,036 | DOC: Extend docstring pandas core index to_frame method | {
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- [ ] whatsnew entry
This PR provides adaptations of the original `to_frame` docstring, taking into account the [docstring guide](https://python-sprints.github.io/pandas/guide/pandas_docstring.html).
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https://api.github.com/repos/pandas-dev/pandas/issues/20037 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20037/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20037/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20037/events | https://github.com/pandas-dev/pandas/pull/20037 | 303,130,256 | MDExOlB1bGxSZXF1ZXN0MTczNDc1OTMy | 20,037 | DOC: add small guide on how to write examples that pass doctests | {
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Anybody else thinks of typical gotcha's?
cc @datapythonista | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20038 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20038/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20038/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20038/events | https://github.com/pandas-dev/pandas/issues/20038 | 303,134,414 | MDU6SXNzdWUzMDMxMzQ0MTQ= | 20,038 | compare a column of np.timedelta64 with a single np.timedelta64 throws ValueError | {
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```python
# Your code here
import pandas as pd
import numpy as np
# create a dateframe with a column "duration", which contains timedelta of 5 minutes
p=pd.DataFrame({"duration":[np.timedelta64(5, "m")]})
# compare this column with timedelta of 4 minu... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20039 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20039/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20039/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20039/events | https://github.com/pandas-dev/pandas/issues/20039 | 303,159,300 | MDU6SXNzdWUzMDMxNTkzMDA= | 20,039 | DOC: use different 'sections' in the docstring examples? | {
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The numpydoc parsing does not really allow actual sections, but by using for example a bold font, you can create a bit the 'sense' of subsections.
Is this something we would want to encourage in the docstring ... | {
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```python
pi1 = pd.PeriodIndex(start='2000', end='2010', freq='A')
print(pi1.difference(pi1), pi1.intersection(pi1.drop(pi1)))
ci = pd.CategoricalIndex(['a','b','c'], categories=['a','b','c'])
print(ci.difference(ci), ci.intersection(ci.drop(ci)))
ri = p... | {
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Credits to @arnau126 who also contributed to this change.
Also, rewording of `kwargs` argument explanation for the whole file, where we refer to the `pandas.Series.plot` docstring for info. | {
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```python
In [1]: import pandas as pd
In [2]: df1 = pd.DataFrame([['a', 'x', 0.123], ['a','x', 0.234],
...: ['a', 'y', 0.451], ['b', 'x', 0.453]],
...: columns=['first', 'second', 'value1']
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- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
I ended up mixing in some cleanup as part of this change | {
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- [x] tests added / passed
- `test_rename_axis_mapper` for `DataFrame` and `Series`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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```python
df = pd.DataFrame.from_dict({'A': {(42, 'foo', 4): 0, (42, 'foo', 9): 0},
'B': {(42, 'foo', 4): 0, (42, 'foo', 9): 0},
'C': {(42, 'foo', 4): 0, (42, 'foo', 9): 0},
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- [x] closes #13077
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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This PR splits the various formatters into different files so that it's easier to refacto... | {
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```
..plot::
:context: close-figs
>>> s = pd.Series([1, 3, 2])
>>> s.plot.line()
```
Should this be part of https://pandas.pydata.org/pandas-docs/stable/contributing.html#contributing-to-the-documentation?... | {
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... | 1 | 2018-03-08T11:28:25Z | 2019-07-23T17:58:34Z | 2019-07-23T17:58:34Z | CONTRIBUTOR | null | ``pandas.tests.plotting.test_time`` was failing on py 2.7 on mpl 1.4.3.
#20053 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20055 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20055/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20055/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20055/events | https://github.com/pandas-dev/pandas/pull/20055 | 303,477,138 | MDExOlB1bGxSZXF1ZXN0MTczNzM0MDAw | 20,055 | Temporary github PR template for sprint | {
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... | open | false | null | [] | null | 3 | 2018-03-08T15:12:31Z | 2018-03-15T19:36:44Z | null | CONTRIBUTOR | null | #### Code Sample, a copy-pastable example if possible
```python
from pandas import DataFrame
df = DataFrame({"A": [1, 2], 'B': [3, 4]})
df.plot(x=0, y=1)
```
#### Problem description
```
IndexError: index 1 is out of bounds for axis 0 with size 1
```
I came across this when writing test cases for my P... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20057 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20057/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20057/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20057/events | https://github.com/pandas-dev/pandas/pull/20057 | 303,535,977 | MDExOlB1bGxSZXF1ZXN0MTczNzc4MDIx | 20,057 | DOC: Updating pandas.Interval docstring | {
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Hi, I have a few doubts about the changes.
First about the type of the parameters *left* and *right*, it's ok to refer to them as *orderable*?
In the implementation, the constructor takes any pair of objects that satisfy `left <= right` and the compa... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20059 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20059/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20059/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20059/events | https://github.com/pandas-dev/pandas/pull/20059 | 303,614,961 | MDExOlB1bGxSZXF1ZXN0MTczODM3NjUy | 20,059 | TST: series/indexing tests parameterization + moving test methods | {
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- tests parameterization
- moving some tests from test_indexing.py to other files
- test methods reordering in test_indexing.py
- [x] closes #20014
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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... | open | false | null | [] | null | 5 | 2018-03-08T20:40:06Z | 2019-10-27T01:05:36Z | null | MEMBER | null | xref some of the conversation in #20024 right now the following is possible
```python
In [16]: df = pd.DataFrame([(0, 1), (0, 2), (1, 3), (1, 4)], columns=['key', 'val'])
In [18]: df - df.mean()
Out[18]:
key val
0 -0.5 -1.5
1 -0.5 -0.5
2 0.5 0.5
3 0.5 1.5
In [19]: df['val'] - df['val'].mean()
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- [x] tests added / passed
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- [ ] whatsnew entry
@jorisvandenbossche @toobaz a few edits here should make it work for both Py3 and Py2 users | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20062 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20062/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20062/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20062/events | https://github.com/pandas-dev/pandas/pull/20062 | 303,645,586 | MDExOlB1bGxSZXF1ZXN0MTczODYxMDU0 | 20,062 | BUG: Index.difference of itself doesn't preserve type | {
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- [x] tests added / passed
- tests/indexes/test_base.py:test_difference_type
- tests/indexes/test_base.py:test_intersection_difference
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
Uses `Index._shallow_copy([])`, which means fixes are related... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20063 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20063/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20063/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20063/events | https://github.com/pandas-dev/pandas/pull/20063 | 303,670,480 | MDExOlB1bGxSZXF1ZXN0MTczODgwMzg5 | 20,063 | Added flake8 to DEV requirements | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20064 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20064/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20064/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20064/events | https://github.com/pandas-dev/pandas/pull/20064 | 303,688,176 | MDExOlB1bGxSZXF1ZXN0MTczODkzNTg5 | 20,064 | Docstring for pd.core.window.Expanding.kurt | {
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Notice that I made two small changes to the ``Rolling.kurt``(by @WillAyd ) docstring too.
Namely:
- since window methods have ``kurt`` but not ``kurtosis`` (while e.g. ``Series`` has both), I guess it is best to tell users that ``kurt`` is the ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20065 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20065/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20065/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20065/events | https://github.com/pandas-dev/pandas/pull/20065 | 303,688,379 | MDExOlB1bGxSZXF1ZXN0MTczODkzNzUw | 20,065 | DOC: Improved the docstring of pandas.DataFrame.values | {
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- [ ] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
```
################################################################################
############ Docstring (pandas.pandas.core.generic.NDFrame.values) ############
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https://api.github.com/repos/pandas-dev/pandas/issues/20066 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20066/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20066/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20066/events | https://github.com/pandas-dev/pandas/issues/20066 | 303,700,011 | MDU6SXNzdWUzMDM3MDAwMTE= | 20,066 | Dataframe group apply can fail on trivial cases. | {
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"followers_url": "https://api.github.com/users/jorisva... | 2 | 2018-03-09T02:14:12Z | 2018-03-09T12:38:45Z | 2018-03-09T11:10:04Z | CONTRIBUTOR | null | #### Code Sample, a copy-pastable example if possible
```python
import pandas as pd
import numpy as np
def gen_one_df(start=0):
np.random.seed(0)
return pd.DataFrame({'key1' : ['a', 'a', 'b', 'b', 'a'],
'key2' : ['one', 'two', 'one', 'two', 'one'],
'data1' : np.... | {
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- [X] closes #20002
- [x] tests added / passed
- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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https://api.github.com/repos/pandas-dev/pandas/issues/20068 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20068/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20068/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20068/events | https://github.com/pandas-dev/pandas/issues/20068 | 303,732,383 | MDU6SXNzdWUzMDM3MzIzODM= | 20,068 | rolling().apply is inconsistent with groupby().apply | {
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`func` in `GroupBy.apply(func, *args, **kwargs)[source]` have `DataFrame` as an input, while
`func` in `Rolling.apply(func, args=(), kwargs={})` have `ndarray` as an input.
**Is this project still actively working to find solution?**
Also, it would... | {
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- [ ] tests added / passed
- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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```
################################################################################
############################ Docstring (pandas.cut) ############################
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```python
# First, create a `Series` with `dtype` int64 or float64 or object (any type but datetime64).
series = pd.Series({'value': 123})
# >>> series
# value 123
# dtype: int64
# Setting a new datetime64 value, and it will be converted to int64.
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But it does not yet check it is actually written like that.
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Checklist for the pandas documentation sprint (ignore this if you are doing
an unrelated PR):
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- The docstring of `Series.unique` is currently defined in `pandas/core/base.py`, but since the docstring is no longer shared but only used by `Series.unique`, the docstring can be moved to `pandas/core/series.py` as a normal docstring of the Series.unique definition | {
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an unrelated PR):
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Checklist for the pandas documentation sprint
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an unrelated PR):
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- clean up version detection in compat
- Update timedelta tick formatting tests. Matplotlib fixed tick formatting of timedeltas so they're consistent with non-timedelta formatting.
closes #20031 | {
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In my local build, that causes the code chunks to look like this:
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- 2 tests added, one should pass, one expected to fail.
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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https://api.github.com/repos/pandas-dev/pandas/issues/20082 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20082/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20082/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20082/events | https://github.com/pandas-dev/pandas/issues/20082 | 303,912,773 | MDU6SXNzdWUzMDM5MTI3NzM= | 20,082 | TST: Refactor pandas.tests.io.test_html | {
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- [x] PR title is "DOC: update the <your-function-or-method> docstring"
- [x] The validation script passes: `scripts/validate_docstrings.py pandas.core.resample.Resampler.backfill`
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```
Assign new columns to a DataFrame, returning a new object
(a copy) with all the original columns in addition to the new ones.
```
... but in fact existing columns can be overridden as well.
Hopefully tomorrow somebody will fix this!
#### Output... | {
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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"
- [x] The validation script passes: `scripts/validate_docstrings.py <your-function-or-method>`
- [x] The PEP8 style check passes: `git diff upstrea... | {
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"followers_url": "https://api.github... | 8 | 2018-03-09T23:06:17Z | 2018-08-14T10:45:48Z | 2018-03-10T01:08:49Z | CONTRIBUTOR | null | #### Code Sample
```
In [1]: import pandas, numpy, datetime
In [2]: df = pandas.DataFrame({'x': numpy.timedelta64(1, 'ms') * numpy.arange(0, 5)})
In [3]: df
Out[3]:
x
0 00:00:00
1 00:00:00.001000
2 00:00:00.002000
3 00:00:00.003000
4 00:00:00.004000
In [4]: df.dtypes
Out[4]:
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https://api.github.com/repos/pandas-dev/pandas/issues/20089 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20089/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20089/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20089/events | https://github.com/pandas-dev/pandas/issues/20089 | 304,017,682 | MDU6SXNzdWUzMDQwMTc2ODI= | 20,089 | Pandas not preserving date type on reading back parquet | {
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```python
from datetime import datetime, date
import pandas as pd
df = pd.DataFrame([(1, "x", date.today(), datetime(2018, 1, 2, 18, 53))],
columns=["number", "string", "date", "datetime"])
df.dtypes
# number int64
# st... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20090 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20090/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20090/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20090/events | https://github.com/pandas-dev/pandas/issues/20090 | 304,025,288 | MDU6SXNzdWUzMDQwMjUyODg= | 20,090 | Mixed-dtype dataframe comparison with array raises incorrectly | {
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"followers_url": "https://api.github... | 0 | 2018-03-10T00:57:44Z | 2018-10-14T16:49:36Z | 2018-10-13T07:08:21Z | MEMBER | null | This came up while going through some of statsmodels tests:
```
arr = np.random.randn(3, 2)
arr[:, 0] = [1, 2, 3]
df = pd.DataFrame(arr)
df[0] = df[0].astype(int)
>>> df == arr
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "pandas/core/ops.py", line 1572, in f
try_cast=... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20091 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20091/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20091/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20091/events | https://github.com/pandas-dev/pandas/pull/20091 | 304,032,954 | MDExOlB1bGxSZXF1ZXN0MTc0MTQ3ODkz | 20,091 | FIX: add support for desc order when ranking infs with nans #19538 | {
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"followers_url": "https://api.github.com/users/j... | 16 | 2018-03-10T02:19:39Z | 2018-04-20T06:16:17Z | 2018-03-30T20:35:26Z | CONTRIBUTOR | null | Please include the output of the validation script below between the "```" ticks:
```
################################################################################
################ Docstring (pandas._libs.algos.rank_1d_object) ################
##################################################################... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20092 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20092/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20092/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20092/events | https://github.com/pandas-dev/pandas/issues/20092 | 304,033,545 | MDU6SXNzdWUzMDQwMzM1NDU= | 20,092 | Series convert int64 to float64 even dtype is explicitly set | {
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"followers_url": "https://api.github.com/users/jorisva... | 1 | 2018-03-10T02:27:38Z | 2018-03-10T02:32:44Z | 2018-03-10T02:32:29Z | CONTRIBUTOR | null | #### Code Sample, a copy-pastable example if possible
```python
s1 = pd.Series({'v1': 1}, dtype='int64')
# >>> s1
# v1 1
# dtype: int64
s2 = pd.Series({'v2': 1}, dtype='int64')
# >>> s2
# v2 1
# dtype: int64
s1.add(s2, fill_value=0)
# v1 1.0
# v2 1.0
# dtype: float64
```
#### Problem descri... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20093 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20093/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20093/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20093/events | https://github.com/pandas-dev/pandas/pull/20093 | 304,037,595 | MDExOlB1bGxSZXF1ZXN0MTc0MTUwODQ3 | 20,093 | DOC:update the DatetimeIndex.tz_convert(tz) | {
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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>`
- [ ] The PEP8 style check passes: `git diff upstream... | {
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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"
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```
df = pandas.read_csv("file.csv")
df.to_csv("new_file")
```
File created = new_file.csv | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20097 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20097/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20097/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20097/events | https://github.com/pandas-dev/pandas/issues/20097 | 304,045,805 | MDU6SXNzdWUzMDQwNDU4MDU= | 20,097 | Common docstring for ceil, floor and round | {
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```
class TimelikeOps(object):
""" common ops for TimedeltaIndex/DatetimeIndex, but not PeriodIndex """
_round_doc = (
"""
%s the index to the specified freq
Parameters
----------
freq : freq string/obje... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20101 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20101/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20101/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20101/events | https://github.com/pandas-dev/pandas/pull/20101 | 304,053,684 | MDExOlB1bGxSZXF1ZXN0MTc0MTYwNTYz | 20,101 | DOC: update the axes, shape, dim and size property docstring (Seoul) | {
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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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