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https://api.github.com/repos/pandas-dev/pandas/issues/37721 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37721/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37721/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37721/events | https://github.com/pandas-dev/pandas/pull/37721 | 739,326,139 | MDExOlB1bGxSZXF1ZXN0NTE4MDA4NzI4 | 37,721 | CLN: clean categorical indexes tests | {
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```
df = pd.DataFrame({'A': [1], 'B': [2], 'C': [3]})
g = df.groupby([0, 0, 1], axis=1)
g[['A', 'B']].sum()
```
Other than using `.size()`, I think just about any op will raise. This can be explicitly raised with a more helpful error message when a user subsets the columns. | {
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- [ ] tests added / passed
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Parametrize some tests in ``pandas/tests/plotting/test_frame.py``. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37737 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37737/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37737/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37737/events | https://github.com/pandas-dev/pandas/issues/37737 | 739,703,603 | MDU6SXNzdWU3Mzk3MDM2MDM= | 37,737 | BUG: Output all columns even if subsetting columns after groupby | {
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- [x] I have confirmed this bug exists on the latest version of pandas.
- [x] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Problem
I would like create a dictionary from pandas dataframe using groupby... | {
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Handle mypy ignored error in ``pandas/io/formats/latex.py``. | {
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Handle ignored mypy error in ``pandas/io/formats/format.py`` | {
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I running pandas version **1.1.4** and numba version **0.51.2**
If I use the 'numba' engine in the rolling.apply() the process leaks memory.
Take this example function:
```python
def rolling_mad(values):
@nb.nji... | {
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- [x] I have confirmed this bug exists on the latest version of pandas.
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#### Code Sample, a copy-pastable example
```python
s = pd.Series(1, index=list(r... | {
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- [x] I have confirmed this bug exists on the latest version of pandas.
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
```python
import pandas as pd
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Video Call: https://zoom.us/j/942410248?p... | {
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"defa... | closed | false | null | [] | null | 3 | 2020-11-11T08:11:12Z | 2021-02-11T01:40:49Z | 2021-02-11T01:40:48Z | CONTRIBUTOR | null | Updates the typing to reflect what is already possible.
Otherwise, Pycharm is pretty unhappy when a date is pased.
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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- [x] I have confirmed this bug exists on the latest version of pandas.
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37756 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37756/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37756/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37756/events | https://github.com/pandas-dev/pandas/pull/37756 | 740,606,011 | MDExOlB1bGxSZXF1ZXN0NTE5MDY1MzY4 | 37,756 | Revert "DOC: test organization" | {
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(CI is failing because of this) | {
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Related issue: #22497, the issues looks related, but it is 2 years old and does not have any update.
- [x] I have confirmed this bug exists on the latest version of pandas.
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```python
data = io.StringIO("""\
1 2 3
4 5 6
""")
d = pandas.read_fwf(data, header=None, colspec=[(0, 2), (2, 4), (4, 6)])
```
results in:
```
0 1 2
0 1 2 3
1 4 5 6
```
while
```python
data = io.StringIO("""\
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My longing for this feature comes from many years of using Minitab, [which has a convenient option to show individual data on boxplots](https://support.minitab.com/en-us/minitab/18/help-and-how-to/graphs/how-to/general-graph-options/display-options/boxplot/). As a r... | {
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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
Not quite sure if conversion to numpy array is necessary, but ``is_dtype_bool`` does not accept lists
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https://api.github.com/repos/pandas-dev/pandas/issues/37762 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37762/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37762/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37762/events | https://github.com/pandas-dev/pandas/pull/37762 | 740,980,497 | MDExOlB1bGxSZXF1ZXN0NTE5Mzc3MDQz | 37,762 | BUG: clean the figure windows created by tests | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
fixed: FAILED pandas/tests/plotting/test_datetimelike.py::TestTSPlot::test_ts_plot_with_tz['UTC']
reference:
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- [x] I have confirmed this bug exists on the latest version of pandas.
- [x] (optional) I have confirmed this bug exists on the master branch of pandas.
---
On a DataFrame with categorical dtype, `df.at[x,y] = v` sets all non-initialized v... | {
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- [x] tests added / passed
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Additional question: When an non existent key is given for ``get_locs`` it raises a ``KeyError``. When just a missing combination of keys is given (... | {
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```
=================================== FAILURES ===================================
_____________ TestReadHtml.test_banklist_url_positional_match[bs4] _____________
[gw0] linux -- Python 3.7.8 /home/travis/mi... | {
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```
import numpy as np
import pandas as pd
index = pd.date_range(start='2020', freq='M', periods=6)
data = np.ones(6)
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https://api.github.com/repos/pandas-dev/pandas/issues/37771 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37771/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37771/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37771/events | https://github.com/pandas-dev/pandas/pull/37771 | 741,102,719 | MDExOlB1bGxSZXF1ZXN0NTE5NDc2OTIx | 37,771 | Fix pivot index bug | {
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the lists "index" and "columns" when the "values" parameter was
left as None. It did so in a way that it modified the variable
passed as "index" using list.extend(), affecting the caller's
namespace.
This change simply uses an anonymous list in p... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37772 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37772/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37772/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37772/events | https://github.com/pandas-dev/pandas/pull/37772 | 741,124,519 | MDExOlB1bGxSZXF1ZXN0NTE5NDk0ODk1 | 37,772 | Bug in __getitem__ incorrectly dropped columns for empty Series as indexer | {
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] | closed | false | null | [] | null | 10 | 2020-11-11T22:51:23Z | 2020-11-17T23:10:42Z | 2020-11-17T23:10:42Z | MEMBER | null | - [x] closes #19290
- [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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https://api.github.com/repos/pandas-dev/pandas/issues/37773 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37773/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37773/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37773/events | https://github.com/pandas-dev/pandas/pull/37773 | 741,128,526 | MDExOlB1bGxSZXF1ZXN0NTE5NDk4MDU3 | 37,773 | TST/REF: collect Index setop, indexing tests | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37774 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37774/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37774/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37774/events | https://github.com/pandas-dev/pandas/issues/37774 | 741,154,263 | MDU6SXNzdWU3NDExNTQyNjM= | 37,774 | API: should setitem-with-expansion _ever_ raise? | {
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Examples:
```
ri = pd.Index(range(6))
ci = pd.CategoricalIndex(["a", "a", "b", "b", "c", "a"])
dti = pd.date_range("2016-01-01", periods=6)
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- [x] tests added / passed
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- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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This potentially closes #9772. The other issue there involves the perhaps unexpected fact that using `axis=1` with `groupby(...).apply` does _not_ tr... | {
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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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https://api.github.com/repos/pandas-dev/pandas/issues/37781 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37781/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37781/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37781/events | https://github.com/pandas-dev/pandas/pull/37781 | 741,254,544 | MDExOlB1bGxSZXF1ZXN0NTE5NjAwMzQ4 | 37,781 | REF: simplify Block.replace | {
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- [x] tests added / passed
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https://api.github.com/repos/pandas-dev/pandas/issues/37782 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37782/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37782/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37782/events | https://github.com/pandas-dev/pandas/issues/37782 | 741,375,199 | MDU6SXNzdWU3NDEzNzUxOTk= | 37,782 | BUG: json_normalize cannot parse metadata fields list type | {
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"description": "read_json, to_json, json... | open | false | null | [] | null | 0 | 2020-11-12T08:05:31Z | 2021-08-14T05:07:12Z | null | NONE | null | #### Code Sample, a copy-pastable example
```python
test_data = [
{"values": [1, 2, 3], "metadata": {"listdata": [1, 2]}}]
df = json_normalize(test_data,
record_path=["values"],
meta=[["metadata", "listdata"]])
print(df)
```
#### Problem description
It thr... | {
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```
file = [{'values': ['1', '2'], 'metadata': {'name': 'first_value'}},
{'values': ['3', '4'], 'metadata': None}]
df = json_normalize(file,
r... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37784 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37784/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37784/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37784/events | https://github.com/pandas-dev/pandas/issues/37784 | 741,462,684 | MDU6SXNzdWU3NDE0NjI2ODQ= | 37,784 | RLS: 1.2 | {
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Planning a release candidate for sometime towards the end of the month, 1-2 weeks before the final release.
List of open regressions: https://github.com/pandas-dev/pandas/issues?q=is%3Aopen+is%3Aissue+label%3ARegression (include... | {
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] | open | false | null | [] | null | 2 | 2020-11-12T11:56:45Z | 2021-08-14T05:09:23Z | null | NONE | null | - [x ] I have searched the [[pandas] tag](https://stackoverflow.com/questions/tagged/pandas) on StackOverflow for similar questions.
- [x] I have asked my usage related question on [StackOverflow](https://stackoverflow.com).
---
#### Question about pandas
Is there a way to use `to_json` but get the results ... | {
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(no idea if this would actually fix anything, just mimicking what @alimcmaster1 did in https://github.com/pandas-dev/pandas/pull/36480) | {
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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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https://api.github.com/repos/pandas-dev/pandas/issues/37789 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37789/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37789/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37789/events | https://github.com/pandas-dev/pandas/pull/37789 | 741,849,341 | MDExOlB1bGxSZXF1ZXN0NTIwMDkyMzE1 | 37,789 | CLN: remove no-longer-reachable Block.replace code | {
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https://stackoverflow.com/questions/605845/do-i-cast-the-result-of-malloc
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The first option below isn't very elegant, but I think gets to the right place. The second option using pd... | {
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Additional question:
The doc says (https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.Index.drop.html) that ``drop`` raises when not... | {
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```python
Traceback (most recent call last):
File "/Users/user/Documents/Programming/MyProject/MyProject.py", ... | {
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The test for historical reasons :) failed after the change. Is this a problem?
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- [ ] tests added / passed
- [ ] passes `black pandas`
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Handle mypy ignored error in pandas/tests/io/test_fsspec.py
Is this decision correct? | {
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- [x] tests added / passed
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Could not find a reason why we should convert the dtype to object, if values is already an array. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37799 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37799/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37799/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37799/events | https://github.com/pandas-dev/pandas/pull/37799 | 742,013,580 | MDExOlB1bGxSZXF1ZXN0NTIwMjI5Mjg1 | 37,799 | BUG: DataFrame.all(bool_only=True) inconsistency with object dtype | {
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Discussed on the dev call yesterday. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37800 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37800/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37800/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37800/events | https://github.com/pandas-dev/pandas/issues/37800 | 742,013,742 | MDU6SXNzdWU3NDIwMTM3NDI= | 37,800 | BUG: Error raised accessing tuple value in Series when index contains duplicates | {
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```
s = pd.Series([1, 1], index=[(1, 1), (1, 1)])
s[(1, 1)]
```
raises `KeyError: (1, 1)`. Within `pandas._libs.index.IndexEngine._get_loc_duplicates`, we're using ndarray.searchsorted which interprets the tuple as an array-like of values to search for rather than a single tuple. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37801 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37801/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37801/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37801/events | https://github.com/pandas-dev/pandas/pull/37801 | 742,013,812 | MDExOlB1bGxSZXF1ZXN0NTIwMjI5NDY5 | 37,801 | REGR: SeriesGroupBy where index has a tuple name fails | {
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The groupby code that calls `Series.__getitem__` catches `KeyError` and `TypeError`. If a tuple is fed into an `Index` that is not a `MultiIndex`, w... | {
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For example, if user uses `s.resample('7min', origin='end', closed='right')` , the following expected groups are (09:23:45, 09:30:45], (09:16:45, 09:23:45], (09:09:45, 09:16:45], ... , (08:20:45, 08:27:45]. And und... | {
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- [ ] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
#18856 is a fairly old issue about avoiding an object cast in the `_isna` method in `core/dtypes/missing.py`. AFAICT we never hit that clause in the... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37808 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37808/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37808/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37808/events | https://github.com/pandas-dev/pandas/pull/37808 | 742,229,413 | MDExOlB1bGxSZXF1ZXN0NTIwNDA3OTYx | 37,808 | DOC: capitalize Python as proper noun | {
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- [ ] tests added / passed
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https://api.github.com/repos/pandas-dev/pandas/issues/37809 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37809/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37809/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37809/events | https://github.com/pandas-dev/pandas/pull/37809 | 742,323,033 | MDExOlB1bGxSZXF1ZXN0NTIwNDc2MjA1 | 37,809 | DOC add note about how to skip tests during CI | {
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EDIT
----
doesn't seem to be working :flushed: | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37810 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37810/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37810/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37810/events | https://github.com/pandas-dev/pandas/issues/37810 | 742,352,085 | MDU6SXNzdWU3NDIzNTIwODU= | 37,810 | BUG: Slicing of Index with strings does not raise anymore when keys are not in Index | {
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```
df2 = pd.DataFrame({"A": [1, 2, 3]}, index=['a', 'c', 'b'])
df2.loc['d':'e']
```
Should raise a ``KeyError``. This worked in the past (see #18531) but does not anymore. Question is if we should raise in ``slice_locs`` if start and end are equal or if we should do this after calling the functio... | {
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- [ yes ] I have confirmed this bug exists on the latest version of pandas.
- [ yes ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
```python
# Your code here
import pandas as pd
from matplotlib impo... | {
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Stable (v1.1.4) docs.
https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.to_parquet.html
#### Documentation problem
On stable (v1.1.4) there are corrupted function signatures in docs for these functions at least.
- pandas.DataFrame.to_stata
- pan... | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry: not added, already implied in whatsnew of #37639? | {
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