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https://api.github.com/repos/pandas-dev/pandas/issues/36018 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36018/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36018/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36018/events | https://github.com/pandas-dev/pandas/issues/36018 | 689,685,997 | MDU6SXNzdWU2ODk2ODU5OTc= | 36,018 | QST: is the new behavior of GroupByRolling for MultiIndex in v1.1.1 intended? | {
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Let's say we have a `Series` with `MultiIndex` like the below.
```python
>>> pser = pd.Series(
... [1, 2, 3, 2],
... index=pd.MultiIndex.from_tuples([("a", "x"), ("a", "y"), ("b", "z"), ("c", "z")]),
... name="a",
... )
>>> pser
a x 1
y 2
b z 3
c z... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36019 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36019/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36019/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36019/events | https://github.com/pandas-dev/pandas/issues/36019 | 689,729,869 | MDU6SXNzdWU2ODk3Mjk4Njk= | 36,019 | BUG: Read_Parquet replacing values with None | {
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example.parquet:
{
"id": "035f57ed-ef07-4ec1-b8d4-04453b9b8fa1",
"topics": [
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- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
pandas\io\excel\_xlwt.py:52: error: Need type annotation for 'style_dict' (hint: "style_dict: Dict[<type>, <type>] = ...") [var-annotated]
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https://api.github.com/repos/pandas-dev/pandas/issues/36026 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36026/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36026/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36026/events | https://github.com/pandas-dev/pandas/pull/36026 | 689,819,853 | MDExOlB1bGxSZXF1ZXN0NDc2ODE2ODQz | 36,026 | DOC: Update documentation for pd.Interval if string endpoints are not allowed anymore | {
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- [X] tests added / passed
- [X] passes `black pandas`
- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
Removed outdated example in documentation for pd.Interval (string endpoints are not allowed anymore). | {
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- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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https://api.github.com/repos/pandas-dev/pandas/issues/36029 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36029/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36029/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36029/events | https://github.com/pandas-dev/pandas/pull/36029 | 689,887,892 | MDExOlB1bGxSZXF1ZXN0NDc2ODcxNjE2 | 36,029 | remove trailing commas for #35925 | {
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- [x] pandas/io/parsers.py
- [x] pandas/io/pytables.py
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https://api.github.com/repos/pandas-dev/pandas/issues/36030 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36030/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36030/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36030/events | https://github.com/pandas-dev/pandas/issues/36030 | 689,926,760 | MDU6SXNzdWU2ODk5MjY3NjA= | 36,030 | BUG: wrong plotting in x-axis when index set to date | {
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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.
---
in `mydata` i have't no any data between `2000-01-03` to `2020-01-01`
but panda... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36031 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36031/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36031/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36031/events | https://github.com/pandas-dev/pandas/issues/36031 | 689,976,965 | MDU6SXNzdWU2ODk5NzY5NjU= | 36,031 | BUG: Mean of zeros turn out to be non-zero | {
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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.
---
#### Code Sample, a copy-pastable example
```python
'''Two examples of a time-we... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36032 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36032/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36032/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36032/events | https://github.com/pandas-dev/pandas/issues/36032 | 689,997,340 | MDU6SXNzdWU2ODk5OTczNDA= | 36,032 | BUG: .dt.isocalendar().year | {
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"followers_url": "https://api.github.com... | 0 | 2020-09-01T09:47:42Z | 2020-09-04T20:29:25Z | 2020-09-04T20:29:25Z | NONE | null | #### Code Sample, a copy-pastable example
```python
import pandas as pd
df = pd.DataFrame(
{
"Date": [
pd.to_datetime("2016-01-01"),
pd.to_datetime("2016-01-04"),
pd.to_datetime("2016-01-05"),
pd.to_datetime("2016-01-06"),
pd.to_datet... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36033 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36033/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36033/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36033/events | https://github.com/pandas-dev/pandas/issues/36033 | 690,031,894 | MDU6SXNzdWU2OTAwMzE4OTQ= | 36,033 | Coverting bug by null values from csv into panda nan to a python list | {
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I read a csv file with panda and convert it to a python list.
The problem is that panda convert the null values from the csv to nan values.
After that I convert the panda dataframe to a python nested list and got nan values inside the python list that have the float type.
Code:
`for chunk in pd.read_csv(... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36034 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36034/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36034/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36034/events | https://github.com/pandas-dev/pandas/pull/36034 | 690,038,181 | MDExOlB1bGxSZXF1ZXN0NDc2OTkzNTEx | 36,034 | TYP: Postponed Evaluation of Annotations (PEP 563) | {
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from https://www.python.org/dev/peps/pep-0563/
> PEP 3107 added support for arbitrary annotations on parts of a function definition. Just like default values, annotations are evaluated at function definition time. This creates a number of issues for the type hinting use case:
... | {
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---
```
import pandas as pd
import numpy as np
from scipy import stats #1.15
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<matplotlib.axes._subplots.AxesSubplot at 0x7fe278bb5160>
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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
from pandas import Series
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- [x] tests added / passed
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Refactor CSVFormatter
----------------------
1. Put data validation in setters
2. Extract helper methods and properties
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- [√] 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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https://api.github.com/repos/pandas-dev/pandas/issues/36048 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36048/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36048/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36048/events | https://github.com/pandas-dev/pandas/pull/36048 | 690,362,532 | MDExOlB1bGxSZXF1ZXN0NDc3MjYzMDEx | 36,048 | CI: pin setuptools on 1.1.x | {
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also see https://github.com/MacPython/pandas-wheels/pull/97#issuecomment-684938715
Note: 50.0.1 released a hour ago but still the same. https://dev.azure.com/pand... | {
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- [x] pandas/io/sas/sas_xport.py
- [x] pandas/io/stata.py
- [x] passes `black pandas`
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https://api.github.com/repos/pandas-dev/pandas/issues/36053 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36053/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36053/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36053/events | https://github.com/pandas-dev/pandas/pull/36053 | 690,480,912 | MDExOlB1bGxSZXF1ZXN0NDc3MzYyOTIx | 36,053 | CLN: _wrap_applied_output | {
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- [ ] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
2nd step toward #35412. In this, the order of the largest if-else is switched with the condition negated. We can then drop the else entirely, resulti... | {
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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
This may or may not be a regression, since before the change that caused the error to be raised the output was still wrong (same bug that motivated ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36056 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36056/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36056/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36056/events | https://github.com/pandas-dev/pandas/issues/36056 | 690,503,166 | MDU6SXNzdWU2OTA1MDMxNjY= | 36,056 | conda install -c anaconda pandas=1.1.1 fails in Windows | {
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I am trying to update Pandas in a venv under Windows 10 using miniconda. I have Pandas 1.0.3 installed.
I think part of the issue is there are pip installed packages in the environment
This is unavoidable; some things I use cannot be installed by conda
Is the only solution to bui... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36057 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36057/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36057/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36057/events | https://github.com/pandas-dev/pandas/pull/36057 | 690,510,643 | MDExOlB1bGxSZXF1ZXN0NDc3Mzg3NzA5 | 36,057 | CLN remove unnecessary trailing commas | {
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- pandas/tests/arithmetic/test_interval.py
- pandas/tests/arithmetic/test_numeric.py
- pandas/tests/arrays/boolean/test_logical.py
I am not including "pandas/io/sas/sas_xport.py" and "pandas/io/stata.py" as there is a PR already open for those. | {
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- [x] pandas/tests/generic/test_to_xarray.py
- [x] pandas/tests/groupby/aggregate/test_numba.py
- [x] pandas/tests/groupby/test_apply.py
- [x] pandas/tests/groupby/test_categorical.py
- [x] pandas/tests/groupby/test_groupby.py
- [x] pandas/tests/groupby/test_groupby_dro... | {
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- [x] I have confirmed this bug exists on the latest version of pandas.
I checked in 1.1.1
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
```python
In [... | {
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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
I found multiple aggregate functions that were failing for a read-only array. I applied the change suggested in #36014 to all of them.
A couple ... | {
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- [ ] I have asked my usage related question on [StackOverflow](https://stackoverflow.com).
---
#### Question about pandas
```python
df = pd.DataFrame([ ['a\rb'] ], columns=['... | {
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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 (commit 73c1d32)
---
#### Code Sample, a copy-pastable example
```python
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- I have confirmed this bug exists on the latest version of pandas.
---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28/minimal-bug-reports) detailing how to provide the necessary information for us 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.
---
**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.
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---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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pandas\plotting\_matplotlib\core.py:231: error: "MPLPlot" has no attribute "style" [attr-defined]
pandas\plotting\_matplotlib\core.py:232: error: "MPLPlot" has no attribute "style" [attr-defined]
pandas\plotting\_matplotlib\core.py:233: error: "MPLPlot" has no attribute "style" ... | {
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---
#### Code Sample, a copy-pastable example
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... | 3 | 2020-09-02T14:26:25Z | 2020-09-08T07:13:21Z | 2020-09-08T07:13:20Z | CONTRIBUTOR | null | Building Pandas master branch in AIX fails with the below error
ERROR: Command errored out with exit status 1:
command: /opt/freeware/bin/python3 /opt/freeware/lib/python3.7/site-packages/pip/_vendor/pep517/_in_process.py get_requires_for_build_wheel /tmp/tmp3r6qx0fj
cwd: /tmp/pip-req-build-_gzfu3c7
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https://api.github.com/repos/pandas-dev/pandas/issues/36073 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36073/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36073/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36073/events | https://github.com/pandas-dev/pandas/pull/36073 | 691,192,494 | MDExOlB1bGxSZXF1ZXN0NDc3OTY0ODYw | 36,073 | CLN clearing unnecessary trailing commas | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36074 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36074/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36074/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36074/events | https://github.com/pandas-dev/pandas/issues/36074 | 691,203,711 | MDU6SXNzdWU2OTEyMDM3MTE= | 36,074 | Pandas MultiIndex causes out of memory error | {
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`import pandas as pd
import numpy as np
import io
import requests
url="https://raw.githubusercontent.com/mahsa-ebrahimian/netflix_project/master/netflix_sample_complete.csv"
movie_db=pd.read_csv(url, error_bad_lines=False)
del movie_db... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36075 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36075/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36075/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36075/events | https://github.com/pandas-dev/pandas/issues/36075 | 691,241,151 | MDU6SXNzdWU2OTEyNDExNTE= | 36,075 | DOC: Docstring for comparison operators has "=!" instead of "!=" | {
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"gists_... | null | 2 | 2020-09-02T17:24:30Z | 2021-04-13T15:46:43Z | null | CONTRIBUTOR | null | #### Location of the documentation
Shows up in all the flexible comparison docstrings like "https://pandas.pydata.org/docs/dev/reference/api/pandas.DataFrame.ne.html". The typo is in the `_flex_comp_doc_FRAME` shared docstring found in `core/ops/docstrings.py`.
#### Documentation problem
The docstring says `=!... | {
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```
ser = pd.Series([0, 1], dtype="category", name="A")
df = ser.to_frame()
>>> ser.all().
TypeError: Categorical cannot perform the operation all
>>> df.all().item()
False
```
Whats happening here is the DataFrame case is calling `self.values` w... | {
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- [x] closes #36075
I'm marking the following list items as not-applicable because I'm simply swapping two characters in a docstring that had been in the incorrect order.
- [NA] tests added / passed
- [NA] passes `black pandas`
- [NA] passes `git diff upstream/master -u -- "*.py" | flake... | {
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- [ ] tests added / passed
- [ ] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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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.
---
#### Code Sample
```python
import numpy as np
import pandas as pd
df = pd.... | {
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Feather recasting nan to None instead
#### Code Sample, a copy-pastable example
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```
mypy --version
mypy 0.782
Performing static analysis using mypy
pandas/io/common.py:168: error: unused 'type: ignore' comment
pandas/io/common.py:170: error: Incompatible default for argument "encoding" (default has type "None", argument has type "str") ... | {
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@WillAyd using `python -X importtime -c "import pandas"` I don't see any different in import time after running a few times and things are cached.
so I don't think we gain anything from a performance POV and therefore only need to use it ... | {
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We also avoid copies by not calling `self.as_array` and instead moving the mask-finding to the block level. | {
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This PR is mainly from #29670 contributed by @charlesdong1991, and I made a few changes on his work.
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... | open | false | null | [] | null | 13 | 2020-09-03T17:00:40Z | 2021-08-13T02:17:40Z | null | CONTRIBUTOR | null | #### Is your feature request related to a problem?
Calling `pd.read_stata` on a DTA file with a bad date format code leads to a minimally useful error message. The error is [raised from this line](https://github.com/pandas-dev/pandas/blob/309018c7ce7e9e31708f58af971ed92823921493/pandas/io/stata.py#L294).
What I s... | {
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"de... | closed | false | null | [] | null | 9 | 2020-09-03T17:06:40Z | 2020-12-29T14:56:12Z | 2020-11-04T08:26:32Z | NONE | null | - [x] closes #20012
- [ ] tests added / passed
- [ ] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
Added center functionality for `VariableWindowIndexer`. Note - I am unsure if the NotImplementedError in lines 1966-1969 in rolling.py still correct... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36098 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36098/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36098/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36098/events | https://github.com/pandas-dev/pandas/pull/36098 | 692,167,731 | MDExOlB1bGxSZXF1ZXN0NDc4Nzk0NjY0 | 36,098 | TYP: misc fixes for numpy types | {
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pandas/core/dtypes/cast.py:1491: error: Incompatible return value type (got "Type[object]", expected "Union[dtype, ExtensionDtype]") [return-value]
pandas/core/dtypes/cast.py:1553: error: Incompatible types in assignment (expression has type "Type[object]", variable has type "Union[dtype, ExtensionDtype]") [ass... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36099 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36099/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36099/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36099/events | https://github.com/pandas-dev/pandas/pull/36099 | 692,196,386 | MDExOlB1bGxSZXF1ZXN0NDc4ODE3NTI2 | 36,099 | TYP: misc fixes for numpy types 2 | {
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pandas\core\dtypes\cast.py:681: error: Incompatible types in assignment (expression has type "DatetimeTZDtype", variable has type "dtype") [assignment]
pandas\core\dtypes\cast.py:715: error: Incompatible types in assignment (expression has type "IntervalDtype", variable has type "dtype") [assignment]
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https://api.github.com/repos/pandas-dev/pandas/issues/36100 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36100/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36100/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36100/events | https://github.com/pandas-dev/pandas/pull/36100 | 692,217,751 | MDExOlB1bGxSZXF1ZXN0NDc4ODM2MTk3 | 36,100 | TYP: misc fixes for numpy types 3 | {
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pandas\core\reshape\merge.py:1931: error: Incompatible types in assignment (expression has type "ndarray", variable has type "ExtensionArray") [assignment]
pandas\core\reshape\merge.py:1932: error: Incompatible types in assignment (expression has type "ndarray", variable has type "ExtensionArray") [assignment]
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https://api.github.com/repos/pandas-dev/pandas/issues/36101 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36101/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36101/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36101/events | https://github.com/pandas-dev/pandas/pull/36101 | 692,276,152 | MDExOlB1bGxSZXF1ZXN0NDc4ODg4MjEz | 36,101 | CLN removing trailing commas | {
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also I'd like to mention that there seem to be a reported [bug](https://github.com/psf/black/issues/1629) in newer version of black which throws error after removing trailing comma from `pandas/tests/scalar/timestamp/test_c... | {
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pandas\plotting\_matplotlib\tools.py:356: error: Incompatible return value type (got "ndarray", expected "Sequence[Any]") [return-value]
pandas\plotting\_matplotlib\tools.py:358: error: Incompatible return value type (got "Union[ndarray, Any]", expected "Sequence[Any]") [return-value]
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- [x] I have asked my usage related question on [StackOverflow](https://stackoverflow.com).
---
#### Question about pandas
Using Pandas 1.0.3.
I have a CSV with 43,00 rows. I ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/36105 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/36105/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/36105/comments | https://api.github.com/repos/pandas-dev/pandas/issues/36105/events | https://github.com/pandas-dev/pandas/pull/36105 | 692,584,092 | MDExOlB1bGxSZXF1ZXN0NDc5MTY5NTgw | 36,105 | DEPR: making copies when indexing along columns | {
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- [ ] tests added / passed
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- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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xref #33597 for what this might look like once the deprecation is enforced (nice perf bump)
cc @jorisvandenbossche my understanding is that we wi... | {
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I tested the function **to_excel()** from the following code using xlsx file which size is **50**M.
the result is **df_style_red_mark** spend 350s ,but **df** spend 60s. And i want to know why it is?
how can i cut down time when using **df_style_red_mark**?
```python
df_style_red_m... | {
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import numpy as np
import pandas as pd
from io import StringIO
def __custom_date_parser(time):
time_temp = time.astype(np.float).astype(np.int) # convert float seconds to int type
return pd.to_timedelta(time_temp, unit='s')
testdata = StringIO("""time e n h
41047.00 -98573.7297 8714... | {
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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
pandas.DataFrame().stack()... | {
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"followers_url": "https://api.github.com... | 4 | 2020-09-04T13:14:06Z | 2020-09-05T06:04:33Z | 2020-09-04T20:48:44Z | MEMBER | null | Closes #35521
@jbrockmendel the "short term" fix for 1.1.2 | {
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"followers_url": "https://api.github.com... | 4 | 2020-09-04T14:00:20Z | 2021-01-28T22:36:17Z | 2020-09-06T16:58:33Z | MEMBER | null | Closes #35460
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"followers_url": "https://api.github.com/users/jorisva... | 1 | 2020-09-04T14:11:00Z | 2020-09-04T16:54:48Z | 2020-09-04T16:14:03Z | NONE | null | #### Is your feature request related to a problem?
No, it's not a problem
#### Describe the solution you'd like
Some functions like [astype](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.astype.html) (I don't know if there is another one) has the `copy` parameter, which has exactl... | {
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