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https://api.github.com/repos/pandas-dev/pandas/issues/37119 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37119/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37119/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37119/events | https://github.com/pandas-dev/pandas/issues/37119 | 721,696,948 | MDU6SXNzdWU3MjE2OTY5NDg= | 37,119 | typing_extensions | {
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{... | closed | false | null | [] | null | 24 | 2020-10-14T18:48:04Z | 2021-03-01T14:56:45Z | 2021-03-01T14:56:45Z | MEMBER | null | ATM we vendor typing_extensions but mypy doesnt recognize it, so we can't actually use it. We should either remove it or make it a dependency. | {
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When reviewing, I got confused and thought `iteration` was somehow an argument to `read_csv` (like `nrows`). Since it is now, the quotation marks don't make as much sense to have.
Doing this as a follow-up since the original PR was a pure refactoring. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37121 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37121/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37121/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37121/events | https://github.com/pandas-dev/pandas/issues/37121 | 721,719,724 | MDU6SXNzdWU3MjE3MTk3MjQ= | 37,121 | ENH: No need to call _choose_path in Dataframe groupby transform function | {
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self._choose_path call
https://github.com/pandas-dev/pandas/blob/d7a5b838d8d6234f6bec5a30bfa33b24bd4afbd9/pandas/core/groupby/generic.py#L1313
Line to change
path, res = show_path, slow_path(group)
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https://api.github.com/repos/pandas-dev/pandas/issues/37122 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37122/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37122/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37122/events | https://github.com/pandas-dev/pandas/pull/37122 | 721,731,354 | MDExOlB1bGxSZXF1ZXN0NTAzNTk5NDk0 | 37,122 | Backport PR #35688 on branch 1.1.x: Fix GH-29442 DataFrame.groupby doesn't preserve _metadata | {
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] | closed | false | null | [] | null | 4 | 2020-10-14T20:29:42Z | 2020-10-15T16:22:28Z | 2020-10-15T16:22:28Z | MEMBER | null | Every so often I use pdb and want to access a variable that happens to be a pdb keyword and its a hassle. Let's avoid these: ["h", "w", "u", "d", "b", "s", "n", "r", "c", "j", "l", "a", "p"]. Or simpler, just avoid 1-letter variable names altogether. | {
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I don't know what an whatsnew entry is...
This PR adds a test in order to solve an issue | {
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xref https://github.com/pandas-dev/pandas/pull/37050#issuecomment-708487786
The combination of #37050 and #37024 generated a `mypy` complaint. Thi... | {
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Let me take an dataframe example:
```
data = {
'Col X': ['class 1', 'class 2', 'class 3', 'class 2'],
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- [ ] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
xref https://github.com/pandas-dev/pandas/pull/37024#discussion_r503488032
cc @simonjayhawkins | {
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- [x] tests added / passed
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Not sure if this is an API breaking change. Prior to this patch `path` was a required positional argument but it becomes optional here. It is now c... | {
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Notice this works even if the RangeIndexes are not identical.
Example:
```python
>>> n = 100_000
>>> rng1 = pd.RangeIndex(n)
>>> rng2 = pd.RangeIndex(n)
>>> %timeit rng1 == rng2
374 µs ± 15.1 µs per loop # master
10.4 µs ± 157 ns per loop # this... | {
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Hi @mroeschke, here's the new test - please let me know if it needs any changes. | {
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- [X] tests 1 added / 1 passed
- [X] passes `black pandas`
- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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## Problem
We currently allow doing arithmetic on a DataFrame, and, for example, a list of Series. The latter gets broadcast with `align_meth... | {
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```bash
MSG='Check for python2-style file encodings' ; echo $MSG
invgrep -R --include="*.py" --include="*.pyx" -E "# -\*- coding: utf-8 -\*-" pandas scripts
RET=$(($RET + $?)) ; echo $MSG "DONE"
MSG='Check for python2-style super usage' ; echo $MSG
invgrep -R --inc... | {
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> Make None compatible with Hashable (PR 9371)
we have an alias in pandas._typing for Label to work around this bug.
I propose that we now remove the Label alias for two reasons.
1. It has been the source of some confusion, especially when using Optional[Label... | {
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- [ ] 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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```python
.. warning:
```
, while using `pygrep` from `pre-commit` (which is a Python implementation of `grep` with inverted return codes) does. I think this is because grep doesn't count the newline as a character
Advant... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37137 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37137/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37137/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37137/events | https://github.com/pandas-dev/pandas/pull/37137 | 722,360,244 | MDExOlB1bGxSZXF1ZXN0NTA0MTI0MTM5 | 37,137 | TYP: use overload to refine return type of reset_index | {
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with `from __future__ import annotations` on py3.7 the types in the function signature are not evaluated at run-time, so this shouldn't fail 🤞 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37138 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37138/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37138/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37138/events | https://github.com/pandas-dev/pandas/pull/37138 | 722,418,098 | MDExOlB1bGxSZXF1ZXN0NTA0MTcyMDI0 | 37,138 | Remove no-longer-necessary CI checks | {
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`# -\*- coding: utf-8 -\*-"`, `class\s\S*\((object)?\):`, and `"super\(\w*, (self|cls)\)` are fixed by pyupgrade
closes #37133
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https://api.github.com/repos/pandas-dev/pandas/issues/37139 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37139/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37139/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37139/events | https://github.com/pandas-dev/pandas/issues/37139 | 722,419,659 | MDU6SXNzdWU3MjI0MTk2NTk= | 37,139 | BUG: Surprisingly large memory usage in groupby (but maybe I have the wrong mental model?) | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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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.
---
To reproduce:
```python
import pandas as pd
# Create a DF with a group colu... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37142 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37142/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37142/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37142/events | https://github.com/pandas-dev/pandas/pull/37142 | 722,542,936 | MDExOlB1bGxSZXF1ZXN0NTA0Mjc1NDUw | 37,142 | CLN: indexing | {
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Working on refactoring the indexing setitem code so that we go down the same path regardless of consolidation status. This splits off a small piece ... | {
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the rendering of the documentation slightly inconsistent. This commit
consolidates the tables together to make the documentation consistent
and aligned.
**Live site** (https://pandas.pydata.org/docs/reference/series.html):
![image](https:... | {
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The same underlying problem affects mean, so this fixes that too.
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A performance regression was introduced with #30679 in handling grouping on a duplicate axis. The regression can be avoided by skipping the call to... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37151 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37151/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37151/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37151/events | https://github.com/pandas-dev/pandas/issues/37151 | 722,760,168 | MDU6SXNzdWU3MjI3NjAxNjg= | 37,151 | API/BUG: empty sum with td64 NaT or timedelta(0)? | {
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ser = pd.Series([], dtype="m8[ns]")
>>> ser.sum()
NaT
>>> pd.Index(ser).sum()
NaT
>>> ser.array.sum()
NaT
>>> ser.to_frame().sum()
0 0 days
dtype: timedelta64[ns]
```
I think zero makes more sense. Easy fix if we have consensus.
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#37150 is failing, this is the first of two orthogonal bugfixes in that PR | {
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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.
---
Using the example from `computation.rst`.
```
In [1]: In [70]: use_expanding =... | {
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Didn't look like we had a test case that exactly covered this. | {
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(this makes it easier to ov... | {
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- [x] I have confirmed this bug exists on the latest version of pandas.
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---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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] | closed | false | null | [] | null | 2 | 2020-10-16T08:48:11Z | 2020-11-17T04:24:28Z | 2020-11-17T04:24:27Z | CONTRIBUTOR | null | - [x] I have checked that this issue has not already been reported.
- [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.
---
#### Code Sample
```python
import pandas as pd
elems = [0, 1, 2, 3, 4]
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- Adds "W" as a valid weeks designator
- Fixes parsing of durations with empty periods (e.g. "PT10M")
- Fixes partial parsing of durations (e.g. "P1DT1H")
Fixes #29773.
Fixes #36204.
- [ ] closes #xxxx
- [x] tests added / passed
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Gets rid of an unnecessary special case.
Could do this as a deprecation first.
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cc @mroeschke
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---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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] | open | false | null | [] | null | 1 | 2020-10-16T20:30:29Z | 2020-11-18T16:28:56Z | null | MEMBER | null | I'm seeing this build fail a lot with low-level-looking errors, e.g.
```
FATAL ERROR: Committing semi space failed. Allocation failed - process out of memory
```
```
INTERNALERROR> File "C:\Miniconda\envs\pandas-dev\lib\site-packages\_pytest\main.py", line 257, in wrap_session
INTERNALERROR> session.exi... | {
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- [x] closes #34180
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"followers_url": "https://api.github.com/users/j... | 2 | 2020-10-16T21:28:08Z | 2021-02-10T23:15:25Z | 2021-02-10T23:15:25Z | CONTRIBUTOR | null | Related to #37159, #29773, #36204, splitting out only dealing with the behavior of the negative sign when parsing ISO 8601 Durations.
The current behavior is somewhat counter intuitive:
`"P-6DT0H50M3.010010012S"` parses as `Timedelta(
days=-6,
minutes=50,
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Example:
```python
>>> class MyCls(pd.core.accessor.DirNamesMixin):
... x = 1
...
... def __init__(self):
... self.y = 2
...
>>> x = MyCls()
>>> "x" in dir(x)
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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.
---
This seems similar to: https://github.com/pandas-dev/pandas/issues/31710
I am ... | {
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https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.isna.html
https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.notna.html
#### Documentation problem
There seems to be a typo in `Returns` section where both `isna` and `notn... | {
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```
pandas/tests/plotting/test_hist_method.py::TestDataFramePlots::test_hist_column_order_unchanged[None-expected0]
pandas/tests/plotting/test_hist_method.py::TestDataFramePlots::test_hist_column_order_unchanged[column1-expected1]
pandas/tests/plotting/test_hist_method... | {
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need to decide how to handle test_from_2d_ndarray_with_dtype which this currently xfails | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37180 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37180/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37180/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37180/events | https://github.com/pandas-dev/pandas/pull/37180 | 723,579,003 | MDExOlB1bGxSZXF1ZXN0NTA1MTQxNDY2 | 37,180 | BUG: use cls instead of MultiIndex in MultiIndex classmethods | {
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- [ ] tests added / passed
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This doesn't go through all the places where MultiIndex is hard-coded, just the classmethods where in `cls` should be used as a matter of principle. | {
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"followers_url": "https://api.github.com/users/j... | 2 | 2020-10-17T01:09:43Z | 2020-10-20T01:37:40Z | 2020-10-20T01:37:29Z | CONTRIBUTOR | null | - [X] closes #18888
- [X] tests added / passed
- [X] passes `black pandas`
- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
Hey everyone,
I wrote some tests for issue #18888. I don't know exactly if the format is correct but if any change is needed I'm happy to make it right.
Which '... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37183 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37183/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37183/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37183/events | https://github.com/pandas-dev/pandas/pull/37183 | 723,616,685 | MDExOlB1bGxSZXF1ZXN0NTA1MTcxNzMw | 37,183 | CLN: core/dtypes/cast.py::maybe_casted_values | {
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xref https://github.com/pandas-dev/pandas/pull/36985#issuecomment-705804862 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37184 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37184/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37184/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37184/events | https://github.com/pandas-dev/pandas/pull/37184 | 723,623,163 | MDExOlB1bGxSZXF1ZXN0NTA1MTc2NTA4 | 37,184 | BUG: Series.loc[timestamp] with MultiIndex with DTI first-level | {
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The underlying problem here is that `MultiIndex._get_level_number` is not idempotent. | {
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- [x] closes #24589
- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
-----
[Current doc](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.Series.divmod.html); Rendered doc:
![Screenshot 2020-10-17 at 10 44 26 AM](https... | {
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- [x] tests added / passed
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The goal here is to make progress on some of the more uncontroversial/easier content of #28283. I'll split off into another PR if this gets too big | {
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- [ ] 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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I'm using python 3.6.9 and pandas==1.1.3.
Example 1:
```
import pandas as pd ... | {
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Error was no longer caught as before. | {
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This PR handles warnings emitted when running tests in ``pandas/tests/plotting/test_datetimelike.py``.
Warnings looked like this:
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https://api.github.com/repos/pandas-dev/pandas/issues/37195 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37195/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37195/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37195/events | https://github.com/pandas-dev/pandas/pull/37195 | 723,784,735 | MDExOlB1bGxSZXF1ZXN0NTA1MzAwOTQx | 37,195 | CLN: parametrize test_nat_comparisons | {
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using ``operator`` module.
If this kind of cleanup is considered reasonable,
then I will go through the remaining tests in this test module.
- [ ] closes #xxxx
- [ ] tests added / passed
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JoinUnit.is_na is basically checking `isna(self.block.values).all()`. The check for is_categorical is an attempted optimization bc values.categorie... | {
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* python 3.8 64bit for windows
* pandas 1.1.3
code
```python
import pandas as pd
path = 'tmp.txt'
df = pd.read_csv(path, sep='\s+', index_col=0)
print(df)
```
Below are two `tmp.txt` files with different contents but the same format.
The 1st one works with `read_csv`.
The 2nd one doesn't, ... | {
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Error was no longer caught as before.
Sorry made a mistake when pushing... | {
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This fixes the issue, if the number should be deterministic. If not, we should add a note in the docs | {
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There was a comment in the top of the module that the code was a bit too dynamic.
The logic in the function was too complex.
I refactored the cod... | {
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Additionally cleans up some helper methods | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37205 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37205/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37205/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37205/events | https://github.com/pandas-dev/pandas/pull/37205 | 723,839,534 | MDExOlB1bGxSZXF1ZXN0NTA1MzQwOTIw | 37,205 | BUG: Don't copy DataFrame columns as metadata | {
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Basically, we don't want to accidentally do `series.name =
dataframe.name` and try to set a column.
cc @jorisvandenbossche. This could conceivably affect geopandas, since geodataframe has different metadata than geoseries: https://github.com/geo... | {
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- [ ] closes #xxxx
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``droplevel`` for ``MultiIndex`` returns an ``Index`` when the resulting ``MultiIndex`` had only one level. But if the input had only one level and ... | {
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I copied the description for `.value_counts()` from the "See also" box in [`.drop_duplicates()`](https://github.com/pandas-dev/pandas/blob/9fed16cd4c302e47383480361260d63d... | {
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Dropping table when if_exists=‘replace’ will fail if the table has any objects, like a view, depending on it. Also, some databases like Oracle will end a transaction implicitly when a DLL statement like 'drop table' is issued.
#### Describe the solution you'd like... | {
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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
We can use the regular path now, since ``droplevel`` can handle an ``Index``. Only difference is a resorted result, because ``Index.join()`` does no... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37212 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37212/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37212/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37212/events | https://github.com/pandas-dev/pandas/pull/37212 | 723,877,781 | MDExOlB1bGxSZXF1ZXN0NTA1MzcwMDYy | 37,212 | TYP: core.window | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37213 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37213/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37213/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37213/events | https://github.com/pandas-dev/pandas/issues/37213 | 723,878,093 | MDU6SXNzdWU3MjM4NzgwOTM= | 37,213 | QST: How to handle Index._id in an Index subclass? | {
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- [ ] I have asked my usage related question on [StackOverflow](https://stackoverflow.com).
---
#### Question about pandas
In xarray we make use of an `Index` subclass for date... | {
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- [ ] tests added / passed
- [ ] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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https://api.github.com/repos/pandas-dev/pandas/issues/37215 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37215/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37215/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37215/events | https://github.com/pandas-dev/pandas/pull/37215 | 723,907,319 | MDExOlB1bGxSZXF1ZXN0NTA1MzkyMTA3 | 37,215 | CLN: de-duplicate in arithmetic/test_numeric | {
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- [ ] tests added / passed
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- Move one test to another one parametrized.
- Address one part of TODO item | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37216 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37216/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37216/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37216/events | https://github.com/pandas-dev/pandas/issues/37216 | 723,956,445 | MDU6SXNzdWU3MjM5NTY0NDU= | 37,216 | BUG:cannot perform __truediv__ with this index type: DatetimeArray | {
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```python
df_price_new.pct_change()
```
#### Problem description
Index is time, column is 300 stock names, calculating the growth rate, pandas reported an error
df_price_new.info()
<class 'pandas.core.frame.DataFrame'>
DatetimeIndex: 81 entries, 2019-09-02 to 20... | {
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"followers_url": "https://api.github.com... | 4 | 2020-10-18T12:27:16Z | 2020-11-28T17:49:46Z | 2020-11-28T17:49:46Z | CONTRIBUTOR | null | - [ y] I have checked that this issue has not already been reported. (Here - it [has in Debian](https://bugs.debian.org/972033))
- [ y] I have confirmed this bug exists on the latest version of pandas.
- [ y] (optional) I have confirmed this bug exists on the master branch of pandas. (Though with a mix of Debian... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37218 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37218/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37218/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37218/events | https://github.com/pandas-dev/pandas/issues/37218 | 723,999,175 | MDU6SXNzdWU3MjM5OTkxNzU= | 37,218 | BUG: Wrong results and SegFaults when indexing with uint arrays | {
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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
import ... | {
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