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https://api.github.com/repos/pandas-dev/pandas/issues/35017 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35017/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35017/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35017/events | https://github.com/pandas-dev/pandas/issues/35017 | 646,381,813 | MDU6SXNzdWU2NDYzODE4MTM= | 35,017 | ENH: Delta Lake file format support | {
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No
#### Describe the solution you'd like
I'd love it if Pandas could support Databricks' Delta Lake file format (https://github.com/delta-io/delta). It's a type of versioned parquet file format that supports updates/inserts/deletions.
#### API breaking impl... | {
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- [x] tests added / passed (1 / 1)
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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https://api.github.com/repos/pandas-dev/pandas/issues/35019 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35019/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35019/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35019/events | https://github.com/pandas-dev/pandas/issues/35019 | 646,410,490 | MDU6SXNzdWU2NDY0MTA0OTA= | 35,019 | BUG: to_json not allowing uploads to S3 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/35020 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35020/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35020/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35020/events | https://github.com/pandas-dev/pandas/issues/35020 | 646,418,982 | MDU6SXNzdWU2NDY0MTg5ODI= | 35,020 | BUG: pandas.tseries.offsets.BusinessDay bug when using offset only | {
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"id... | open | false | null | [] | null | 4 | 2020-06-26T17:49:13Z | 2021-08-08T16:43:11Z | null | NONE | null | Here `n` is by default set to 1. This is causing bug if using offset only to calculate timedelta.
```
from pandas.tseries.offsets import BDay
td = BDay(offset=dt.timedelta(minutes=240))
> td.n
> 1
> td.apply(pd.to_datetime('2020-07-22 08:00:00'))
> Timestamp('2020-07-23 12:00:00')
```
where to increment t... | {
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- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
By using `seed-isort-config`, the `known_third_party` setting is automatically populated and alphabetically sorted. This is a cleaner solution which doesn't require manually adding third parties to `setup.cfg`.
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- [x] closes #27075
- [x] tests added / passed
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1) _New Tests Addeded_
#23865 #27075 both reported that when df.groupby was called and `by` was set to more than one pd.Categorical column, that an... | {
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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.
---
import pandas as pd, numpy as np, time
x = np.repeat(int(time.time()), 100_000_... | {
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- [x] tests passed
- [x] new benchmarks added
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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As per discussion in #20445 this PR addresses performance of `to_datetime` on a uniform type array of floats. The aim is to get ... | {
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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 pandas as pd
... | {
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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 is MR #29375 but rebased to master | {
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https://api.github.com/repos/pandas-dev/pandas/issues/35030 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35030/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35030/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35030/events | https://github.com/pandas-dev/pandas/pull/35030 | 646,707,734 | MDExOlB1bGxSZXF1ZXN0NDQwOTI5ODQ3 | 35,030 | On traces of #33982 | {
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/cc @mproszewska , @jreback
Thanks. | {
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https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.Series.dt.day.html
#### Documentation problem
The text here is a duplicate of https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.Series.dt.month.html (`The month as January=1, December=12.`), whe... | {
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- [ ] tests added / passed
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- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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```
In [2]: df = pd.DataFrame([1])
In [3]: %timeit df.values ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/35035 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35035/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35035/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35035/events | https://github.com/pandas-dev/pandas/pull/35035 | 646,766,159 | MDExOlB1bGxSZXF1ZXN0NDQwOTYyNzg3 | 35,035 | BUG: fix read_excel error for header=None and index_col as list #31783 | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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In [2]: ts = pd.Timestamp.now()
In [3]: %timeit ts.is_month_start ... | {
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```python
>>> import pandas as pd
>>> df = pd.DataFrame([1,2,3])
>>> df
0
0 1
1 2
2 3
>>> df[df[0].ge(0) and df[0].lt(0)]
```
then the traceback shows
```python-traceback
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/marco/pandas-dev... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/35038 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35038/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35038/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35038/events | https://github.com/pandas-dev/pandas/pull/35038 | 646,894,366 | MDExOlB1bGxSZXF1ZXN0NDQxMDM5NjQ0 | 35,038 | BUG: DataFrame.append with empty DataFrame and Series with tz-aware datetime value allocated object column | {
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This PR fixes situation where appending a series consecutively to a empty dataframe produces different result from appending the series in one step.
on master
```
>>> import pandas as pd
>>>
>>> pd.__version__
'1.1.0.dev0+1974.g0159cba6e'
>>>
>>> import dateutil
>>>
>>> date = pd.Timest... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/35039 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35039/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35039/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35039/events | https://github.com/pandas-dev/pandas/pull/35039 | 646,920,381 | MDExOlB1bGxSZXF1ZXN0NDQxMDU2NzU4 | 35,039 | Fix issue #29837: added test case for aggregation with isnan | {
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https://api.github.com/repos/pandas-dev/pandas/issues/35040 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35040/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35040/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35040/events | https://github.com/pandas-dev/pandas/pull/35040 | 646,928,144 | MDExOlB1bGxSZXF1ZXN0NDQxMDYxMjQ5 | 35,040 | Doc: Updated aggregate docstring | {
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Original question asked in gitter:
Does `pd.Series.agg` with `func` parameter set to `'median'` uses `np.nanmedian`(Not only `median` including `mean`, `mode`)?
```python
s= pd.Series([np.nan, np.nan,1,... | {
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Original question asked in gitter:
Does `pd.Series.agg` with `func` parameter set to `'median'` uses `np.nanmedian`(Not only `median` including `mean`, `mode`)?
```python
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https://api.github.com/repos/pandas-dev/pandas/issues/35043 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35043/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35043/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35043/events | https://github.com/pandas-dev/pandas/issues/35043 | 646,941,075 | MDU6SXNzdWU2NDY5NDEwNzU= | 35,043 | ENH: Add some features like R data.table's fread() function. | {
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The fread() function in R library data.table has many features which are very usefull.
#### Describe the solution you'd like
### 1. An argument treat tables with untidy columns
If we get a CSV file with shorter header line than table content, just like:
>A,B,C... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/35044 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35044/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35044/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35044/events | https://github.com/pandas-dev/pandas/pull/35044 | 646,987,566 | MDExOlB1bGxSZXF1ZXN0NDQxMTAxMDI3 | 35,044 | CI: troubleshoot | {
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I don't think the message raised by Numpy is appropriate since AFAICT we are getting the message when using operator.add and not operator.concat
maybe better to skip tests and discuss with Numpy | {
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https://api.github.com/repos/pandas-dev/pandas/issues/35045 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35045/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35045/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35045/events | https://github.com/pandas-dev/pandas/pull/35045 | 647,017,173 | MDExOlB1bGxSZXF1ZXN0NDQxMTIyOTMw | 35,045 | CLN: assorted tslibs cleanups, annotations | {
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https://api.github.com/repos/pandas-dev/pandas/issues/35046 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35046/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35046/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35046/events | https://github.com/pandas-dev/pandas/issues/35046 | 647,040,921 | MDU6SXNzdWU2NDcwNDA5MjE= | 35,046 | BUG/API Should pd.NaT < "foo" raise? | {
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```
>>> np.datetime64("NaT", "ns") < "foo"
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
TypeError: '<' not supported between instances of 'numpy.ndarra... | {
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https://github.com/pandas-dev/pandas/commit/91802a9ae400830f9eaadd395f6a9b40cdd92ee5 (cc @jbrockmendel)
Also affects other benchmarks that probably use apply: https://panda... | {
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https://github.com/pandas-dev/pandas/commit/ce292485c781ec0df0a765869848b97ac3c88a54 (an f-string PR). Most likely the formatting is somewhat expensive. | {
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... | 8 | 2020-06-29T01:54:33Z | 2020-11-25T21:37:30Z | null | CONTRIBUTOR | null | ERROR: type should be string, got "https://pandas.pydata.org/speed/pandas/index.html#stat_ops.FrameMultiIndexOps.time_op?p-level=1&p-op=%27std%27&commits=c9144ca54dcc924995acae3d9dcb890a5802d7c0\r\n\r\n```python\r\nimport pandas as pd\r\nimport numpy as np\r\n\r\nlevels = [np.arange(10), np.arange(100), np.arange(100)]\r\ncodes = [\r\n np.arange(10).repeat(10000),\r\n np.tile(np.arange(100).repeat(100), 10),\r\n np.tile(np.tile(np.arange(100), 100), 10),\r\n]\r\nindex = pd.MultiIndex(levels=levels, codes=codes)\r\ndf = pd.DataFrame(np.random.randn(len(index), 4), index=index)\r\n%timeit df.std(level=1)\r\n```\r\n\r\nPoints to https://github.com/pandas-dev/pandas/pull/34372 (cc @rhshadrach), but there was an earlier slowdown.\r\n" | {
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https://api.github.com/repos/pandas-dev/pandas/issues/35051 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35051/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35051/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35051/events | https://github.com/pandas-dev/pandas/issues/35051 | 647,072,905 | MDU6SXNzdWU2NDcwNzI5MDU= | 35,051 | BUG: Segmentation faults in pd.read_csv for large files | {
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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
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df = pd.DataFrame({'A': [1, 4],
'B': [2, 5],
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```
In [2]: ts = pd.Timestamp.now("US/Pacific")
In [3]: %timeit ts.day_name() ... | {
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- [ ] whatsnew entry
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- [x] closes #29037
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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
Currently, to map the Pandas data type to a SQLAlchemy type: ... | {
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Sits on top of #35075 (actually, that was broken off of th... | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry | {
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`TestTSPlot.test_ts_plot_with_tz['UTC']` fails when running the whole test suite but passes when run in isolation. In particular it fails when run **after all** `TestRegistration` tests and pas... | {
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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.
---
The following code demonstrates the erroneous output:
```python
import numpy a... | {
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pandas/_libs/src/ujson/lib/ultrajsonenc.c:397:1: error: ‘fastcall’ attribute directive ignored [-Werror=attributes]
Buffer_AppendShortHexUnchecked(char *outputOffset, unsigned short value) {
^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
pandas/_libs/src/ujson/lib/ultraj... | {
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Local tests passed before and after change
- [ ] xref #33478 (Not fully closed, this addresses 1 part)
- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew ent... | {
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```
In [2]: dti = pd.date_range("2016-01-01", periods=10000, tz="US/Pacific")
In [3]: %timeit dti.tz_localize(None) ... | {
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- [ ] I have asked my usage related question on [StackOverflow](https://stackoverflow.com).
---
#### Question about pandas
Hello Pandas devs,
I was wondering what's the best z... | {
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- [ ] closes #34779
- [ ] tests added / passed
- [ ] passes `black pandas`
- [ ] 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.
---
#### Code Sample, a copy-pastable example
```python
>>> import pandas as pd
... | {
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Here is the code to reproduce:
```python
# Your code here
letters = pd.Series(['A', 'B', 'C', 'D', 'E' ], index=[3, 4, 1, 2, 2])
letters.loc(2)
```
code above throws exception:
```python
---------------------------------------------------------------------------
ValueError... | {
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- [X] I have confirmed this bug **DOES NOT ** 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/w... | {
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- [ ] I have asked my usage related question on [StackOverflow](https://stackoverflow.com).
---
#### Question about pandas
Hi Team, does the method `hash_pandas_object` have ci... | {
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- [X] 1 tests added / 1 passed
- [X] passes `black pandas`
- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [X] whatsnew entry
# Scope of PR
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```pyhon
591 µs ± 29.5 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)
440 µs ± 22.8 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)
``` | {
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https://api.github.com/repos/pandas-dev/pandas/issues/35105 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35105/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35105/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35105/events | https://github.com/pandas-dev/pandas/pull/35105 | 650,256,438 | MDExOlB1bGxSZXF1ZXN0NDQzNzg1MjA1 | 35,105 | Extension base test | {
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The style is not consistent with guidelines etc, and not at all ready to be merged.
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https://api.github.com/repos/pandas-dev/pandas/issues/35106 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35106/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35106/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35106/events | https://github.com/pandas-dev/pandas/pull/35106 | 650,264,566 | MDExOlB1bGxSZXF1ZXN0NDQzNzkxODAx | 35,106 | PERF: tz_localize(None) from dst, asvs | {
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```
In [2]: dti = pd.date_range("2016-01-01", periods=10000, freq="S", tz="US/Pacific") ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/35108 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/35108/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/35108/comments | https://api.github.com/repos/pandas-dev/pandas/issues/35108/events | https://github.com/pandas-dev/pandas/pull/35108 | 650,326,330 | MDExOlB1bGxSZXF1ZXN0NDQzODM4NzIz | 35,108 | REF: implement tz_localize_to_utc_single | {
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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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The missing line feed prevented the example from being formatted as code sample. | {
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n.b. I'm not certain. I get no output on the command line when I run this command.
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