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https://api.github.com/repos/pandas-dev/pandas/issues/34817 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34817/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34817/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34817/events | https://github.com/pandas-dev/pandas/pull/34817 | 639,436,226 | MDExOlB1bGxSZXF1ZXN0NDM1MDI2MjI3 | 34,817 | DOC: move 'Other API changes' under correct section | {
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So moved a few things around to make th... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34819 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34819/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34819/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34819/events | https://github.com/pandas-dev/pandas/pull/34819 | 639,526,587 | MDExOlB1bGxSZXF1ZXN0NDM1MDk5MDU3 | 34,819 | Backport PR #34733 on branch 1.0.x (BUG: Fixed Series.replace for EA with casting) | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34820 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34820/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34820/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34820/events | https://github.com/pandas-dev/pandas/issues/34820 | 639,526,615 | MDU6SXNzdWU2Mzk1MjY2MTU= | 34,820 | BUG: Slicing on non-monotonic DatetimeIndex inconsistencies | {
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```python
ser = pd.Series([1, 2, 3], pd.to_datetime(['2010-01-01', '2009-01-01', '2011-01-01']))
# Case 1:
ser['2009-01-01':]
# Out:
# 2009-01-01 2
# 2011-01-01 3
# dtype... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34821 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34821/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34821/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34821/events | https://github.com/pandas-dev/pandas/issues/34821 | 639,549,497 | MDU6SXNzdWU2Mzk1NDk0OTc= | 34,821 | BUG: read_excel(engine='openpyxl') with "unsized" XLSX issue | {
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... | closed | false | null | [] | null | 6 | 2020-06-16T10:21:39Z | 2021-02-02T23:16:02Z | 2021-02-02T23:16:02Z | NONE | 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.
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Problem description
Consider code:
```python
import pandas as pd
pd.rea... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34822 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34822/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34822/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34822/events | https://github.com/pandas-dev/pandas/issues/34822 | 639,621,918 | MDU6SXNzdWU2Mzk2MjE5MTg= | 34,822 | BUG: setting raw=True in the Dataframe.apply function causes a ValueError | {
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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
import numpy as np
import... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34823 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34823/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34823/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34823/events | https://github.com/pandas-dev/pandas/issues/34823 | 639,650,529 | MDU6SXNzdWU2Mzk2NTA1Mjk= | 34,823 | ENH: Pass arguments to `to_pandas` in `read_csv(engine="pyarrow") | {
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"description": "read_csv... | open | false | null | [] | null | 0 | 2020-06-16T13:07:52Z | 2020-09-04T14:04:25Z | null | CONTRIBUTOR | null | As a follow-up for #31817, we should enable the user to pass arguments to the `to_pandas` call when converting the result from `pyarrow.Table` to `pandas.DataFrame`. This would enable e.g. the user to directly construct `ExtensionArray` instances using the `types_mapper` argument. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34824 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34824/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34824/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34824/events | https://github.com/pandas-dev/pandas/issues/34824 | 639,666,569 | MDU6SXNzdWU2Mzk2NjY1Njk= | 34,824 | DOC: to_sql accepting Engine vs. Connectable | {
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] | closed | false | null | [] | null | 2 | 2020-06-16T13:30:06Z | 2020-08-21T17:05:16Z | 2020-06-25T05:10:27Z | NONE | null | #### Location of the documentation
https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.to_sql.html
#### Documentation problem
[Documentation](https://github.com/pandas-dev/pandas/blob/1ce1c3c1ef9894bf1ba79805f37514291f52a9da/pandas/core/generic.py#L2530) says that `con` is to be a "sqla... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34825 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34825/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34825/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34825/events | https://github.com/pandas-dev/pandas/issues/34825 | 639,734,508 | MDU6SXNzdWU2Mzk3MzQ1MDg= | 34,825 | BUG: pd.concat(..., copy=False) still causes copy on block consolidation. | {
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"description": "Concat, Merge/Join, Stac... | open | false | null | [] | null | 1 | 2020-06-16T14:54:27Z | 2020-06-16T21:36:23Z | null | NONE | null | #### Problem description
When concatenating columns of the same dtype, even with `copy=False` option, the columns are consolidated together which involves a copy and a costly `vstack`. The performance is actually worse for `copy=False` than the default `copy=True` which is misleading.
There are use cases where co... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34826 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34826/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34826/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34826/events | https://github.com/pandas-dev/pandas/issues/34826 | 639,822,183 | MDU6SXNzdWU2Mzk4MjIxODM= | 34,826 | BUG: pandas.read_parquet no longer accepting a file-like object | {
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] | closed | false | null | [] | null | 1 | 2020-06-16T16:47:12Z | 2020-08-21T17:05:17Z | 2020-06-16T18:34:27Z | NONE | null | #### Code Sample, a copy-pastable example
```python
from io import BytesIO
import numpy as np
import pandas as pd
import pytest
def test_read_parquet_on_stream():
stream = BytesIO()
df = pd.DataFrame({'col1': [1, 2], 'col2': [3, 4]})
df.to_parquet(stream)
result = pd.read_parquet(stream)
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https://api.github.com/repos/pandas-dev/pandas/issues/34827 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34827/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34827/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34827/events | https://github.com/pandas-dev/pandas/pull/34827 | 639,825,126 | MDExOlB1bGxSZXF1ZXN0NDM1MzQ1ODk5 | 34,827 | BUG fix _Unstacker int32 limit in dataframe sizes (pandas-dev#26314) | {
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] | closed | false | null | [] | null | 5 | 2020-06-16T16:52:04Z | 2020-10-12T16:07:34Z | 2020-09-15T08:41:35Z | NONE | null | - [x] closes #26314
- [ ] tests added / passed
- [x] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
I have tested it with :
`df = pd.DataFrame(np.random.randint(low=0, high=1500000, size=(90000, 2)), columns=['a', 'b'])`
`df.set_index(['a', ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34829 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34829/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34829/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34829/events | https://github.com/pandas-dev/pandas/pull/34829 | 639,894,163 | MDExOlB1bGxSZXF1ZXN0NDM1NDAyMjEy | 34,829 | Add support for gitpod | {
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The PR includes two main additions:
- .gitpod.yml - Config file for gitpod that specifies which image/Dockerfile to use for gitpod and which init command(s) to run... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34830 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34830/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34830/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34830/events | https://github.com/pandas-dev/pandas/pull/34830 | 639,972,902 | MDExOlB1bGxSZXF1ZXN0NDM1NDY3MzYw | 34,830 | REF: move registry, Registry to dtypes.base | {
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I'd also like to move pandas_dtype and is_dtype_equal from dtypes.common so that those can be stricty "above" dtypes.dtypes in the... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34831 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34831/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34831/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34831/events | https://github.com/pandas-dev/pandas/pull/34831 | 639,974,012 | MDExOlB1bGxSZXF1ZXN0NDM1NDY4MzA4 | 34,831 | CLN: GH29547 change string formatting with f-strings (6 files changed) | {
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- [X] passes `black pandas`
- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
Changed 6 files:
- pandas/tests/io/parser/test_header.py
- pandas/tests/io/test_sql.py
- pandas/tests/io/test_html.py
- pandas/tests/reductions/test_red... | {
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... | 6 | 2020-06-16T21:14:35Z | 2020-09-10T13:34:43Z | 2020-09-10T13:34:42Z | 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.
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
```python
import pandas as pd
df ... | {
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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.
---
**Note**: Please read [this guide](https... | {
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the evaluation of a query is currently limited to the list `_mathops` while numexpr would support more, most notably a where (that would also solve [other issues simple](https://github.com/pandas-dev/pandas/issues/12945)).
I do not see any reason for this restric... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34835 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34835/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34835/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34835/events | https://github.com/pandas-dev/pandas/pull/34835 | 640,041,071 | MDExOlB1bGxSZXF1ZXN0NDM1NTIzNTU2 | 34,835 | Replaced np.bool refs; fix CI failure | {
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For now just seeing if this fixes CI
Closes https://github.com/pandas-dev/pandas/issues/34848. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34836 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34836/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34836/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34836/events | https://github.com/pandas-dev/pandas/issues/34836 | 640,061,196 | MDU6SXNzdWU2NDAwNjExOTY= | 34,836 | ENH: Splitting datetime events in a df based on a datetime interval | {
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I have transaction data, where events start at a given point in time and then end at a given point in time. In order to see what events are ongoing over the course of time as well as allocate time to a specified time interval, multiple rows need to be made indicating... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34837 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34837/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34837/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34837/events | https://github.com/pandas-dev/pandas/pull/34837 | 640,089,205 | MDExOlB1bGxSZXF1ZXN0NDM1NTYxODg3 | 34,837 | REF: implement _shared_docs to de-circularize dependencies | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34838 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34838/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34838/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34838/events | https://github.com/pandas-dev/pandas/issues/34838 | 640,095,325 | MDU6SXNzdWU2NDAwOTUzMjU= | 34,838 | BUG: cut() ignores labels, include_lowest and other parameters when bins are given by IntervalIndex | {
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] | closed | false | null | [] | null | 0 | 2020-06-17T02:38:54Z | 2020-08-21T17:05:17Z | 2020-06-17T03:38:43Z | NONE | null | #### Code Sample, a copy-pastable example
```python
import pandas as pd
df = pd.DataFrame({'A': range(1, 10, 1)})
bins_s = [1, 5, 8]
bins_i = pd.IntervalIndex.from_tuples([(1, 5), (5, 8)])
labels = ['low', 'high']
df['A_s'] = pd.cut(df['A'], bins_s, labels=labels, include_lowest=True, right=False)
df['A_i... | {
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- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
This enhancement allows EWMA to be calculated relative to the timestamp in which an observation occurs instead of assuming each observation is equally spaced. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34840 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34840/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34840/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34840/events | https://github.com/pandas-dev/pandas/issues/34840 | 640,157,637 | MDU6SXNzdWU2NDAxNTc2Mzc= | 34,840 | ENH: Use of NamedTuple instead of Tuple for MultiIndex | {
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Simply from an ergonomic point of view, when using MultiIndex, it would be worth using a list of NamedTuple instead of Tuple, so that level name can be directly used to call index values.
#### Describe the solution you'd like
Currently,
```python
import pa... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34841 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34841/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34841/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34841/events | https://github.com/pandas-dev/pandas/issues/34841 | 640,186,990 | MDU6SXNzdWU2NDAxODY5OTA= | 34,841 | BUG: to_parquet write partitioned DataFrame to local filesystem for other filesystems (e.g. S3) | {
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"... | closed | false | null | [] | null | 3 | 2020-06-17T06:49:42Z | 2020-08-21T15:59:13Z | 2020-08-21T15:59:13Z | NONE | 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.
---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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] | closed | false | null | [] | null | 5 | 2020-06-17T07:25:11Z | 2020-08-21T15:58:14Z | 2020-08-21T15:57:37Z | NONE | null | Infer the file system to be passed to pyarrow based on the path provided.
- [x] closes #34841
- [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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However, this does not seem to happen if the array is not writeable:
```
In [9]: arr = np.array(['2020-01-01T00:00:00.000000'], dtype=... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34847 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34847/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34847/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34847/events | https://github.com/pandas-dev/pandas/pull/34847 | 640,349,074 | MDExOlB1bGxSZXF1ZXN0NDM1NzczNTU2 | 34,847 | Remove redundant lists in array.py | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34848 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34848/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34848/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34848/events | https://github.com/pandas-dev/pandas/issues/34848 | 640,371,916 | MDU6SXNzdWU2NDAzNzE5MTY= | 34,848 | CI: Failing np.bool on numpy master | {
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=================================== FAILURES ===================================
_________________________ test_dataframe_div_silenced __________________________
[gw0] linux -- Python 3.9.0 /home/travis/virtualenv/python3.9-dev/bin/python
def test_dataframe_div_silenced():
# GH#26793
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Worked towards #34769 but not closing it as this has not split the test suite.
- [ ] xref #34769
- [x] tests added / passed
- [ ] passes `black pandas`
- [ ] 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.
- [x] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Problem description
Using the current matplotlib master branch, pandas raise... | {
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- [x] tests added / passed
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- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
I ran the tests with pandas 1.0.4, where it segfaults as expected (shown below), and `master` passes the test.
tests/test_mytest.py::test_un... | {
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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
The only usage was in liboffsets and that has now been removed. | {
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- [x ] I have asked my usage related question on [StackOverflow](https://stackoverflow.com).
here is a link to this question (similar)
https://stackoverflow.com/questions/48209811... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34855 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34855/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34855/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34855/events | https://github.com/pandas-dev/pandas/issues/34855 | 640,894,004 | MDU6SXNzdWU2NDA4OTQwMDQ= | 34,855 | DOC: Page Invalid 404 for Pandas 1.0.5 whatsnew | {
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[this should provide the location of the documentation, e.g. "pandas.read_csv" or the URL of the documentation, e.g. "https://dev.pandas.io/docs/reference/api/pandas.read_csv.html"]
Here is the page location https://github.com/pandas-dev/pandas/releases/tag/v1.0.5
```
404 No... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34856 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34856/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34856/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34856/events | https://github.com/pandas-dev/pandas/pull/34856 | 640,922,575 | MDExOlB1bGxSZXF1ZXN0NDM2MjQwMDA3 | 34,856 | DOC: Fix syntax in 1.1.0 whatsnew | {
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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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https://api.github.com/repos/pandas-dev/pandas/issues/34857 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34857/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34857/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34857/events | https://github.com/pandas-dev/pandas/issues/34857 | 640,954,927 | MDU6SXNzdWU2NDA5NTQ5Mjc= | 34,857 | BUG: read-only buffer failures in datetime parsing | {
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... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34858 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34858/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34858/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34858/events | https://github.com/pandas-dev/pandas/issues/34858 | 640,991,515 | MDU6SXNzdWU2NDA5OTE1MTU= | 34,858 | 1.0 as boolean dtype cause ValueError in pd.read_csv() | {
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```python
import io
import pandas as pd
example_csv = """
boolean_column, string_column
1.0, a
0.0, b
,c"""
csv = io.StringIO(example_csv)
df = pd.read_csv(csv)
df.info()
>>> <class 'pandas.core... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34859 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34859/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34859/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34859/events | https://github.com/pandas-dev/pandas/issues/34859 | 640,997,601 | MDU6SXNzdWU2NDA5OTc2MDE= | 34,859 | BUG: ValueError: 1.0 and 0.0 cannot be cast to bool when using pd.read_csv() | {
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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 io
import pandas as pd
example_csv = """... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34860 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34860/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34860/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34860/events | https://github.com/pandas-dev/pandas/issues/34860 | 641,107,897 | MDU6SXNzdWU2NDExMDc4OTc= | 34,860 | BUG: indexing regression with datetime index | {
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"followers_url": "https://api.github.com/users/j... | 4 | 2020-06-18T10:50:14Z | 2020-06-24T16:00:50Z | 2020-06-24T16:00:50Z | CONTRIBUTOR | null | Sample code:
```python
import pandas as pd
idx = pd.date_range('2008', '2009')
idx.to_series()['2008']
```
in 0.25.3 we get
````
2008-01-01 2008-01-01
2008-01-02 2008-01-02
2008-01-03 2008-01-03
2008-01-04 2008-01-04
2008-01-05 2008-01-05
...
2008-12-27 2008-12-27
2008... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34861 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34861/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34861/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34861/events | https://github.com/pandas-dev/pandas/issues/34861 | 641,108,314 | MDU6SXNzdWU2NDExMDgzMTQ= | 34,861 | BUG: read_parquet doesn't accept anymore a file route starting with 'file://' | {
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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
# Your code here
import pandas as pd
pd.read_parquet('file://<route_t... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34862 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34862/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34862/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34862/events | https://github.com/pandas-dev/pandas/issues/34862 | 641,163,235 | MDU6SXNzdWU2NDExNjMyMzU= | 34,862 | DEPR: Merging on different number of levels | {
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```python
df1_columns = pd.MultiIndex.from_tuples([("A0", "B0", "C0"), ("A1", "B1", "C1")])
df1 = pd.DataFrame([[1, 2], [10, 20]], columns=df1_columns)
df2_columns = pd.MultiIndex.from_tuples([("X0", "Y0"), ("X1", "Y1")])
df2 = pd.DataFrame([[1,... | {
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- [x] closes #19917
- [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/34864 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34864/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34864/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34864/events | https://github.com/pandas-dev/pandas/issues/34864 | 641,524,575 | MDU6SXNzdWU2NDE1MjQ1NzU= | 34,864 | Series and Index have inconsistent repr | {
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```python
In [11]: pd.Series([], dtype=object, name="abc") ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34866 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34866/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34866/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34866/events | https://github.com/pandas-dev/pandas/pull/34866 | 641,552,924 | MDExOlB1bGxSZXF1ZXN0NDM2NzY2MDMz | 34,866 | [WIP]REGR: Fixed reading from public S3 buckets with credentials | {
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This works in 1.0.4 I think, so no whatsnew.
I'd like to wait for https://github.com/pandas-dev/pandas/pull/34266 to get in first. I'll need to update things.
And in the future, I'd like to deprecate this behavior in favor of something like
```python
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Docstring for `class EWM(_Rolling)` in ewm.py.
#### Documentation problem
The purposes of the `EWM` class is unclear because there's no documentation on what 'ewm' is abbreviating. One reason this is confusing is that `ewm` can easily be interpreted as either "exponentially weigh... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34868 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34868/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34868/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34868/events | https://github.com/pandas-dev/pandas/pull/34868 | 641,633,412 | MDExOlB1bGxSZXF1ZXN0NDM2ODMyMzMx | 34,868 | PERF: Timestamp dont create ndarray | {
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In [1]: import pandas as pd
In [2]: ts = pd.Timestamp.now() ... | {
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I think we need to vendor typing_extensions to realistically be able to unpin mypy from where it is now. The main thing I think we need is to unlock Protocols; these aren’t added until Python 3.8 but as of m... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34870 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34870/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34870/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34870/events | https://github.com/pandas-dev/pandas/issues/34870 | 641,860,976 | MDU6SXNzdWU2NDE4NjA5NzY= | 34,870 | BUG: AssertionError when slicing MultiIndex and setting value of pandas.Series | {
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#### Code Sample
```python
>>> import numpy as np
... import pandas as pd
...
... arrays = [['bar', 'bar', 'baz', 'baz', 'foo', 'foo', 'qux', 'qux'],
... ['one', 'two', 'one', 'two', 'one', 'two', 'one', 'two']]
... tuples = list(zip(*arrays))
... index = pd.MultiIndex.from_tuples(tuples, names=[... | {
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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
df ... | {
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~Still need a whatsnew. The tl/dr is~
1. We can't honor no-copy for a dict with multiple values of the same dtype: `DataFrame({"A": np.array([1, 2]), "B": np.array([1, 2])})` as long as we have consolidation.
~2. Currently, this is an API breaking change ... | {
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These changes follow the suggestions from reviewers on the PR to fix an issue where `df['a']=pd.Period('2020-01')` would create an object column instead of a `period[M]` column.
One potential issue that I see with these cha... | {
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- fixes issues with the introduction of the doc decorator
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We should potentially merge this before https://github.com/pandas-dev/pandas/pull/34266 to confirm reading from s3 without credentials works.
Ref discussion here: https://github.com/pandas-dev/pandas/pull/34793#issuecomment-645023794
cc. @jorisvandenbossche | {
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- [x] closes https://github.com/pandas-dev/pandas/issues/35376
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- [x] closes #28287
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```
pandas/_libs/parsers.c: In function ‘__Pyx_decode_c_string’:
pandas/_libs/parsers.c:56645:9: error: ‘PyUnicode_FromUnicode’ is deprecated [-Werror=deprecated-declarations]
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Fix validation issues with the `Index.is_ docstring` and add `Index.identical` to see also section. Trying to finish what was started in #32357 | {
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x-labels should now be visible in the plot. | {
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PyTables. Maybe this is too much but I also added an example using **kwargs,
passing the driver paramter to create an in-memory HDFStore.
Furthermore, I have added HDFStore class to the reference api, as it was not
autogenerated and al... | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
Test for IntegerNA support DataFrame.diff().
``` bash
pytest tests/frame/methods/test_diff.py::TestDataFrameDiff::test_diff_integer_na
```
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Ian Ozsvald mentioned installing the optional dependencies for pandas in his talk at PyData Amsterdam 2020. Although these are mentioned in the Getting Started section, I though they should be mentioned in the Users Guide, which is where I typically go for pandas information. It seems li... | {
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Similar to #32410 this tries to fix plotting with nullable integer extension data types by casting them to float before passing on to matplotlib. | {
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xref https://github.com/pandas-dev/pandas/pull/24748
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https://api.github.com/repos/pandas-dev/pandas/issues/34899 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34899/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34899/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34899/events | https://github.com/pandas-dev/pandas/pull/34899 | 642,374,823 | MDExOlB1bGxSZXF1ZXN0NDM3NDExNjg1 | 34,899 | DOC: add note about the values of unit for pd.to_datetime | {
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which makes sense, but caught me off-guard as a new user. It would be helpful if the documentation
mentioned this.
- [ ] closes #xxxx
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- [ ] tests passed
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- [ ] whatsnew - Made docs more clear and renamed files
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[Location](https://pandas.pydata.org/pandas-docs/stable/development/contributing.html#style-guidelines).
#### Documentation problem
See conversation [here](https://gitter.im/pydata/pandas?at=5eee0e2ba813c72dcffccbb5).
#### Suggested fix for documentation
This 'failing' ... | {
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add tiny regression test for not fai... | {
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I've made changes for:
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closes #34540
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The problem arose when indexing with an iterable. If the result consisted of columns which originally only had sparse values, the `dtyp... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34913 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34913/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34913/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34913/events | https://github.com/pandas-dev/pandas/pull/34913 | 642,436,127 | MDExOlB1bGxSZXF1ZXN0NDM3NDUzNzYx | 34,913 | REF: dont use compute_reduction | {
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This gets rid of one usage of libreduction.compute_reduction; #34909 gets rid of the other. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34914 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34914/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34914/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34914/events | https://github.com/pandas-dev/pandas/pull/34914 | 642,439,193 | MDExOlB1bGxSZXF1ZXN0NDM3NDU1OTE1 | 34,914 | CLN: GH29547 format with f-strings | {
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replace .format() for f-strings in the following:
- pandas/tests/series/indexing/test_numeric.py
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https://api.github.com/repos/pandas-dev/pandas/issues/34915 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34915/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34915/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34915/events | https://github.com/pandas-dev/pandas/issues/34915 | 642,455,631 | MDU6SXNzdWU2NDI0NTU2MzE= | 34,915 | BUG: Cannot create empty dataframe having columns with dtype string | {
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"defaul... | closed | false | null | [] | null | 2 | 2020-06-20T22:24:33Z | 2020-06-23T17:45:33Z | 2020-06-23T17:45:33Z | NONE | null | - [x] I have checked that this issue has not already been reported.
I have checked, but this requirement is grossly unreasonable since there are currently 3,426 other open issues. It's impossible for anyone to be sure. This requirement should be reworded.
- [x] I have confirmed this bug exists on the latest versi... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34916 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34916/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34916/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34916/events | https://github.com/pandas-dev/pandas/issues/34916 | 642,471,954 | MDU6SXNzdWU2NDI0NzE5NTQ= | 34,916 | API: Default to stdlib timezone objects instead of pytz | {
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"description": "T... | open | false | null | [] | null | 4 | 2020-06-21T00:54:26Z | 2020-06-22T16:31:43Z | null | MEMBER | null | i.e. when we get `pd.Timestamp.now("UTC")` we should return a Timestamp with `datetime.timezone.utc` rather than `pytz.UTC`. Similarly when we parse an ISO8601 datetime we should use tzinfo of `timezone(timedelta(seconds=val*60))` instead of `pytz.FixedOffset(val)`
This isn't _that_ hard to implement, but doing it ... | {
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