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https://api.github.com/repos/pandas-dev/pandas/issues/41220 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41220/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41220/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41220/events | https://github.com/pandas-dev/pandas/issues/41220 | 871,318,400 | MDU6SXNzdWU4NzEzMTg0MDA= | 41,220 | BUG: Assigning back dataframe with dropna does not work, but works with inplace = True | {
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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/2018/02/2... | {
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#### Code Sample
```python
import pandas as pd
import numpy as np
df = pd.... | {
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[ 50.00%] ··· strings.Methods.time_startswith ok
[ 50.00%] ··· ============== ==========
dtype
-------------- ----------
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- [x] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
- [x] whatsnew entry
- Already have one for the same bug, not sure if I need one for this.
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Followup to #41067. cc @jbrockmendel | {
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I know I'm likely to be the only person in the world with this issue, but my boss still uses Lotus 1-2-3 🙄
I'm willing to submit... | {
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- [ ] closes #xxxx
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- [x] tests added / passed
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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.
---
[previous commit #36710](https://github.com/pandas-dev/pandas/pull/36710)
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```
________________ TestEnsureNumeric.test_non_convertable_values _________________
self = <pandas.tests.test_nanops.TestEnsureNumeric object at 0x7f7da1e029e0>
def test_non_convertable_values(self):
msg = "Could not convert foo to numeric"
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- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
```python
import numpy as np
import... | {
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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.
---
As also reported here: https://github.com/dask/dask/issues/7610, PR https://github... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/41237 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41237/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41237/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41237/events | https://github.com/pandas-dev/pandas/issues/41237 | 872,602,141 | MDU6SXNzdWU4NzI2MDIxNDE= | 41,237 | Confusing error message when SQLAlchemy is not installed | {
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... | 2 | 2021-04-30T14:22:38Z | 2021-08-20T02:44:31Z | null | NONE | null | Trying to use read_sql_table on an instance without SQLAlchemy installed gives a confusing error message:
> NotImplementedError: read_sql_table only supported for SQLAlchemy connectable.
The issue is that `_is_sqlalchemy_connectable` returns false if SQLAlchemy is not installed. My suggestion is to raise an error... | {
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---
#### Code Sample, a copy-pastable example
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Regression on master so no whatsnew. Restored behaviro of 1.2.4
cc @gfyoung | {
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[ 25.00%] ··· strings.Methods.time_len ok
[ 25.00%] ··· ============== ==========
dtype
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Required changes to `DateTimeLikeArrayMixin` for correct compatibility.
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- [ ] tests added / passed
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https://api.github.com/repos/pandas-dev/pandas/issues/41263 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41263/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41263/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41263/events | https://github.com/pandas-dev/pandas/pull/41263 | 873,909,779 | MDExOlB1bGxSZXF1ZXN0NjI4NTkwMDE4 | 41,263 | BUG: RangeIndex.astype('category') | {
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```python
>>> ridx = pd.RangeIndex(5)
>>> pd.CategoricalIndex(ridx).categories
RangeIndex(start=0, stop=5, step=1) # both master and this PR
>>> ridx.astype("category").categorie... | {
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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/... | {
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Currently `hide_index()` and `hide_columns(subset)` have similar signatures but **different** operations. One hides the index whilst showing the data-rows, and the other hides data-columns whilst showing the column-headers row.
### This PR
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I'll adress the IntegerArray case from #40933 after this is merged | {
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The PR aims to make Styler compatible with non-unique indexes/columns, for the purpose of rendering all DataFrame types (even if no styling is applied)
- [x] `Styler.format`: made FULLY compatible with some modifications to the loops, inc TESTS.
- [x] <s>`Styler.apply` and `Styler.applymap`:... | {
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- remove an unnecessary for loop
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My plan is to get #41153 merged when its r... | {
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
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- [x] tests added / passed
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See also https://github.com/dask/dask/issues/7610 and https://github.com/JDASoftwareGroup/... | {
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- [X] I have asked my usage related question on [StackOverflow](https://stackoverflow.com). See my question [here](https://stackoverflow.com/questions/67336786/efficiently-stylizing-and... | {
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- [ ] I have asked my usage related question on [StackOverflow](https://stackoverflow.com).
---
#### Question about pandas
I'm trying to optimise my df dtypes to consume less mem... | {
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This only make sure that future files or changes to files in those directories will be checked.
---
- [x] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/developm... | {
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```
[ 0.00%] ·· Benchmarking existing-py_home_simon_miniconda3_envs_pandas-de... | {
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From https://github.com/python/typeshed/issues/2148#issuecomment-520783318 it seems this can be resolved with
```
__hash__: None
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- [ ] tests added / passed
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- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
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- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
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] | closed | false | null | [] | null | 2 | 2021-05-03T18:03:10Z | 2021-05-06T15:35:35Z | 2021-05-06T15:35:27Z | MEMBER | null | pre-emptively use non-cython path in explicit cases instead of try/except. Many of the affected cases involve empty DataFrames and I think the tested behavior is sketchy (e.g. the fallback paths ignore the `numeric_only` kwarg), so putting this in draft mode while I look at that.
@WillAyd can i get your help with _... | {
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- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
This is more or less a follow up of #39040, so don't think we need a whatsnew? | {
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Below I think that gb1 raising is correct, gb3 should raise, gb2 and gb4 should return empty DataFrames. cc @jreback @jorisvandenbossche @TomAugspurger... | {
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No tests. Surfacing the exceptions would require ugly/invasive changes. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/41295 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41295/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41295/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41295/events | https://github.com/pandas-dev/pandas/pull/41295 | 875,000,046 | MDExOlB1bGxSZXF1ZXN0NjI5NDM4MDAz | 41,295 | DOC: Validator + converting array_like to array-like in docstrings | {
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- [x] tests added / passed
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First try at any open source stuff! T... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/41296 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41296/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41296/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41296/events | https://github.com/pandas-dev/pandas/pull/41296 | 875,023,579 | MDExOlB1bGxSZXF1ZXN0NjI5NDU3MDM0 | 41,296 | CLN: remove unused filter_empty from BinGrouper | {
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https://api.github.com/repos/pandas-dev/pandas/issues/41297 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41297/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41297/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41297/events | https://github.com/pandas-dev/pandas/issues/41297 | 875,027,452 | MDU6SXNzdWU4NzUwMjc0NTI= | 41,297 | DEPR: pd.Grouper? | {
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https://api.github.com/repos/pandas-dev/pandas/issues/41301 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41301/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41301/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41301/events | https://github.com/pandas-dev/pandas/pull/41301 | 875,056,218 | MDExOlB1bGxSZXF1ZXN0NjI5NDgwMzk2 | 41,301 | COMPAT: frame round error msg for py310 | {
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```
________________________ TestDataFrameRound.test_round _________________________
self = <pandas.tests.frame.methods.test_round.TestDataFrameRound object at 0x7fcdd089eb90>
def test_round(self):
# GH#2665
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- formatting values for display
- adding cell styles via apply / applymap
- adding cell styles via set_td_classes
We have benchmarks for the latter 2 but not the first. Any future changes to the formatting function might be worth having benchmarks (I would use t... | {
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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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https://api.github.com/repos/pandas-dev/pandas/issues/41304 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41304/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41304/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41304/events | https://github.com/pandas-dev/pandas/issues/41304 | 875,344,536 | MDU6SXNzdWU4NzUzNDQ1MzY= | 41,304 | BUG: Incorrect parsing csv header line if no separator in the end | {
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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.
---
```python
import pandas as pd
from io import StringIO
data = """
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https://api.github.com/repos/pandas-dev/pandas/issues/41305 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41305/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41305/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41305/events | https://github.com/pandas-dev/pandas/issues/41305 | 875,371,042 | MDU6SXNzdWU4NzUzNzEwNDI= | 41,305 | BUG: shared doc string decorator doesn't handle args defined with sets | {
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... | open | false | null | [] | null | 0 | 2021-05-04T11:33:01Z | 2021-08-20T02:51:16Z | null | CONTRIBUTOR | null | I was exploring using a shared docstring decorator today and came up with the issue that the pandas notation for parameter sets is the same as needed for string replacement. So for example:
```
@doc(param1="some_value")
def test_doc_replacement(self, set_ars):
"""
Description of {param1}
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https://api.github.com/repos/pandas-dev/pandas/issues/41306 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41306/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41306/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41306/events | https://github.com/pandas-dev/pandas/pull/41306 | 875,411,663 | MDExOlB1bGxSZXF1ZXN0NjI5NzU5NTU2 | 41,306 | [ArrowStringArray] CLN: assorted cleanup | {
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remove hasattr for str methods available in pyarrow 1.0.0
add comments to indicate pyarrow version a method is addded.
de-duplicate fixture
de-duplicate warning from str.contains with pattern with capture groups
remove special casing StringDtype | {
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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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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/41309 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41309/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41309/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41309/events | https://github.com/pandas-dev/pandas/issues/41309 | 875,554,654 | MDU6SXNzdWU4NzU1NTQ2NTQ= | 41,309 | BUG: Using .loc raises SettingWithCopyWarning | {
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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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- [x] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
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I expect when loading and saving CSV data that whatever defaults used for loading and saving can be used mindlessly if my data is simple enough. For example, in the below example, I would expect that ``new_df`` is equal to ``df``:
```
df = pd.DataFrame({'time (m... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/41312 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41312/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41312/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41312/events | https://github.com/pandas-dev/pandas/pull/41312 | 875,636,830 | MDExOlB1bGxSZXF1ZXN0NjI5OTM5OTk0 | 41,312 | [ArrowStringDtype] Make it already a StringDtype subclass | {
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https://api.github.com/repos/pandas-dev/pandas/issues/41313 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41313/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41313/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41313/events | https://github.com/pandas-dev/pandas/issues/41313 | 875,638,833 | MDU6SXNzdWU4NzU2Mzg4MzM= | 41,313 | CI: numpy doesn't build on python 3.10beta | {
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Saw in:
- https://github.com/pandas-dev/pandas/pull/41308/checks?check_run_id=2501536827
- https://github.com/pandas-dev/pandas/pull/41307/checks?check_run_id=2501358707
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https://api.github.com/repos/pandas-dev/pandas/issues/41314 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41314/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41314/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41314/events | https://github.com/pandas-dev/pandas/issues/41314 | 875,651,539 | MDU6SXNzdWU4NzU2NTE1Mzk= | 41,314 | ENH: Incorporate inplace and subset parameters into pandas.DataFrame.apply | {
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My lame examples of how the function would look if implemented.
```
import numpy as np
import pand... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/41315 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41315/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41315/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41315/events | https://github.com/pandas-dev/pandas/pull/41315 | 875,663,895 | MDExOlB1bGxSZXF1ZXN0NjI5OTYwODg4 | 41,315 | CI: pin py310-dev version to alpha 7 | {
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Not sure if the syntax is correct. Let's see. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/41316 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41316/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41316/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41316/events | https://github.com/pandas-dev/pandas/issues/41316 | 875,741,061 | MDU6SXNzdWU4NzU3NDEwNjE= | 41,316 | BUG: Using df.groupby().rolling() when grouping by a MultiIndex level causes the MultiIndex to lose levels | {
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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.
---
When grouping a DataFrame which has a MultiIndex using the `level` parameter for `... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/41317 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41317/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41317/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41317/events | https://github.com/pandas-dev/pandas/pull/41317 | 875,752,933 | MDExOlB1bGxSZXF1ZXN0NjMwMDMwNTQw | 41,317 | REF: remove no-op casting | {
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```
if self.grouper._filter_empty_groups:
mask = counts.ravel() > 0
```
It isn't entirely trivial, but we can show that we will always have `mask.all()`, as a result of which the remainder of this code chunk of code is a no-op. This PR removes it.
As a co... | {
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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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- [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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