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https://api.github.com/repos/pandas-dev/pandas/issues/38021 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38021/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38021/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38021/events | https://github.com/pandas-dev/pandas/pull/38021 | 749,013,241 | MDExOlB1bGxSZXF1ZXN0NTI1OTA0MDEx | 38,021 | ENH: support 2D in DatetimeArray._from_sequence | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38022 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38022/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38022/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38022/events | https://github.com/pandas-dev/pandas/issues/38022 | 749,066,194 | MDU6SXNzdWU3NDkwNjYxOTQ= | 38,022 | STYLE use types_or in pre-commit | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38024 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38024/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38024/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38024/events | https://github.com/pandas-dev/pandas/pull/38024 | 749,104,785 | MDExOlB1bGxSZXF1ZXN0NTI1OTc4MDEx | 38,024 | Revert "REF: back IntervalArray by a single ndarray (#37047)" | {
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See discussion in https://github.com/pandas-dev/pandas/pull/37047/
@jbrockmendel can you give this a check? (there were already several conflicts) | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38025 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38025/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38025/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38025/events | https://github.com/pandas-dev/pandas/issues/38025 | 749,112,171 | MDU6SXNzdWU3NDkxMTIxNzE= | 38,025 | BUG: Setting a MultiIndex through set_index where one of the columns contains exclusively NaTs converts them to NaNs | {
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- [X] I have confirmed this bug exists on the latest version of pandas.
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
```python
import pandas as pd
df1 = pd.DataFrame({
"date": ["2015-03-22", p... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38026 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38026/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38026/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38026/events | https://github.com/pandas-dev/pandas/pull/38026 | 749,193,070 | MDExOlB1bGxSZXF1ZXN0NTI2MDUwMzE2 | 38,026 | Bug in loc raising KeyError when MultiIndex columns has only one level | {
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@jbrockmendel I think we should check for MultiIndex instead of level number here | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38027 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38027/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38027/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38027/events | https://github.com/pandas-dev/pandas/pull/38027 | 749,215,605 | MDExOlB1bGxSZXF1ZXN0NTI2MDY4Nzcx | 38,027 | REF: Share code between NumericIndex subclasses | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38028 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38028/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38028/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38028/events | https://github.com/pandas-dev/pandas/pull/38028 | 749,298,079 | MDExOlB1bGxSZXF1ZXN0NTI2MTM4MDI0 | 38,028 | BUG: RangeIndex.difference with mismatched step | {
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- [x] tests added / passed
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https://api.github.com/repos/pandas-dev/pandas/issues/38029 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38029/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38029/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38029/events | https://github.com/pandas-dev/pandas/pull/38029 | 749,301,165 | MDExOlB1bGxSZXF1ZXN0NTI2MTQwMzk3 | 38,029 | BUG: unstack with missing levels results in incorrect index names | {
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- [x] tests added / passed
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https://api.github.com/repos/pandas-dev/pandas/issues/38030 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38030/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38030/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38030/events | https://github.com/pandas-dev/pandas/pull/38030 | 749,321,780 | MDExOlB1bGxSZXF1ZXN0NTI2MTU2ODU0 | 38,030 | BUG: NumericIndex.insert(0, False) casting to int | {
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xref #16277
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https://api.github.com/repos/pandas-dev/pandas/issues/38031 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38031/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38031/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38031/events | https://github.com/pandas-dev/pandas/issues/38031 | 749,324,079 | MDU6SXNzdWU3NDkzMjQwNzk= | 38,031 | the .corr method filter the columns to only keep the numerical columns before apply any corr calclation. | {
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the .corr method filter the columns to only keep the numerical columns before apply any corr calclation. one issue with that is if I would like to apply a callable method _cramer_v to calc the correlation be... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38032 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38032/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38032/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38032/events | https://github.com/pandas-dev/pandas/issues/38032 | 749,330,860 | MDU6SXNzdWU3NDkzMzA4NjA= | 38,032 | BUG: series construction from dict of Timedelta scalar doesn't work | {
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#### Code Sample, a copy-pastable example
```python
In [31]: import pandas as pd
...: import pandas._testing as tm
...:
...: td = pd.Timedelta(nanoseconds=500)
...: ser = pd.Series({"a": td})
...: expected = pd.Serie... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38033 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38033/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38033/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38033/events | https://github.com/pandas-dev/pandas/issues/38033 | 749,339,692 | MDU6SXNzdWU3NDkzMzk2OTI= | 38,033 | TST: dataframe constructor should preserve order with standard Python dicts | {
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https://github.com/pandas-dev/pandas/blob/e4cf3abe0020aa801950e0383fffc13ee9703456/pandas/tests/frame/test_constructors.py#L1250-L1288
As of [PEP 468](https://www.python.org/dev/peps/pep-0468/) stand... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38036 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38036/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38036/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38036/events | https://github.com/pandas-dev/pandas/issues/38036 | 749,662,069 | MDU6SXNzdWU3NDk2NjIwNjk= | 38,036 | speed up apply calculation | {
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"descript... | closed | false | null | [] | null | 2 | 2020-11-24T12:23:41Z | 2020-11-24T17:15:14Z | 2020-11-24T17:15:14Z | NONE | null | Hi, I have a huge database with multi index ((8832, 14384)) from which I calculate some statistics with code like that :
```python
(df
.apply([
lambda x: ...,
lambda x: ...,
lambda x: ...,
lambda x: ...,
lambda x: ...,
lambda x: ...,
lambda x: ...,
lambda x: ..... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38037 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38037/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38037/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38037/events | https://github.com/pandas-dev/pandas/issues/38037 | 749,673,072 | MDU6SXNzdWU3NDk2NzMwNzI= | 38,037 | KeyError in datetime pandas when accessing with datetime.date | {
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... | open | false | null | [] | null | 5 | 2020-11-24T12:40:34Z | 2021-11-18T00:13:05Z | null | NONE | null | I've just upgrade Big Sur 11.0.1 and I'm facing some issue while trying to execute a notebook. Weird because it worked on Catalina. Could anyone help ?
```
import numpy as np
import pandas as pd
import yfinance as yf
# In[56]:
#parameters
RISKY_ASSET = 'ADBE'
START_DATE = '2017-01-01'
END_DATE = '202... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38038 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38038/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38038/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38038/events | https://github.com/pandas-dev/pandas/issues/38038 | 749,678,978 | MDU6SXNzdWU3NDk2Nzg5Nzg= | 38,038 | REGR: Performance regression on RollingGroupby | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38039 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38039/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38039/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38039/events | https://github.com/pandas-dev/pandas/issues/38039 | 749,781,680 | MDU6SXNzdWU3NDk3ODE2ODA= | 38,039 | Is possible pass `Series` to `groupby.head` ? | {
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data = {'month': ['Jan','Jan','Jan','Jan','Feb','Feb','Feb','Feb','Feb','Feb'],
'userid': ['2345','2345','2345','2345', '2345','2345','2345','5678', '5678', '5678'],
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https://api.github.com/repos/pandas-dev/pandas/issues/38040 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38040/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38040/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38040/events | https://github.com/pandas-dev/pandas/pull/38040 | 749,855,024 | MDExOlB1bGxSZXF1ZXN0NTI2NjAzMjUw | 38,040 | BUG: Series constructor drops nanoseconds of Timedelta scalar | {
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... | closed | false | null | [] | null | 4 | 2020-11-24T16:22:30Z | 2021-03-22T20:24:55Z | 2020-12-11T08:49:23Z | CONTRIBUTOR | null | - [x] closes #38032
- [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/38041 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38041/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38041/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38041/events | https://github.com/pandas-dev/pandas/pull/38041 | 749,902,703 | MDExOlB1bGxSZXF1ZXN0NTI2NjQzMDk0 | 38,041 | BUG: pytables in py39 | {
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"followers_url": "https://api.github.com... | 10 | 2020-11-24T17:26:35Z | 2020-11-25T15:28:59Z | 2020-11-25T03:58:19Z | MEMBER | null | There are failures I'm getting locally since homebrew bumped up to py39. I'm not seeing them on the CI, but they _did_ appear around the same time as these [different](https://dev.azure.com/pandas-dev/pandas/_build/results?buildId=48423&view=logs&j=2d7fb38a-2053-50f3-a67c-09f6e91d3121&t=449937cc-3d50-56b5-5662-e489f41... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38042 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38042/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38042/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38042/events | https://github.com/pandas-dev/pandas/issues/38042 | 749,904,942 | MDU6SXNzdWU3NDk5MDQ5NDI= | 38,042 | ENH: groupby.apply axis=1 behavior | {
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... | open | false | null | [] | null | 2 | 2020-11-24T17:29:44Z | 2020-11-28T17:16:18Z | null | MEMBER | null | xref #9772
```
df = pd.DataFrame({i:pd.Series(np.random.normal(size=10),
index=range(10)) for i in range(11)})
g = df.groupby(['a']*6+['b']*5, axis=1)
g.apply(lambda x : x.sum())
```
now raises, but used to give the (perhaps) surprising output
```
a b
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https://api.github.com/repos/pandas-dev/pandas/issues/38043 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38043/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38043/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38043/events | https://github.com/pandas-dev/pandas/pull/38043 | 749,912,034 | MDExOlB1bGxSZXF1ZXN0NTI2NjUwOTA4 | 38,043 | TYP: Add cast to ABC Index-like types | {
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- [ ] tests added / passed
- [ ] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
cc @simonjayhawkins
For the added type-ignore, the attribute `inferred_freq` is added dynamically onto the index instance. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38046 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38046/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38046/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38046/events | https://github.com/pandas-dev/pandas/issues/38046 | 749,971,877 | MDU6SXNzdWU3NDk5NzE4Nzc= | 38,046 | BUG: BDay() offsetting not behaving as expected | {
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import pandas as pd
from pandas.tseries.offsets import CDay, BDay
idx = pd.bdate_range("2010/02/01","2010/02/15", freq='6H')
t1 = idx + BDay(offset=pd.Timedelta(3, unit='H'))
t2 = idx + CDay(offset=pd.Timedelta(3, unit='H'))
t1.equals(t2)
False
```
#### Problem description
BDay does no... | {
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Remove (manually reviewed) repeated words from documentation/comments as well as wrong usage of `it's` (replaced by `its` where appropriated). | {
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Tracemalloc is a standard tool for tracing of memory consumption in Python. Until now khash-maps were invisible for this tool.
This PR follows more or less numpy's a... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38051 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38051/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38051/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38051/events | https://github.com/pandas-dev/pandas/issues/38051 | 750,291,619 | MDU6SXNzdWU3NTAyOTE2MTk= | 38,051 | BUG: Index.drop raises on non-unique Index | {
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index = pd.Index(range(3)).repeat(2)
>>> index.drop(1)
Traceback (most recent call last):
[...]
pandas.errors.InvalidIndexError: Reindexing only valid with uniquely valued Index objects
```
It is using Index.get_indexer, which is only for uniques indexes. | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
There's a check in get_indexer that is missing from get_indexer_non_unique, which this adds. This is going to make some de-duplication easier.
Ha... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38053 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38053/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38053/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38053/events | https://github.com/pandas-dev/pandas/issues/38053 | 750,318,938 | MDU6SXNzdWU3NTAzMTg5Mzg= | 38,053 | BUG: calling at[] on a Series with a single-level MultiIndex returns a Series, not a scalar | {
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- [YES] I have confirmed this bug exists on the latest version of pandas.
- [NO] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
```python
idx1 = pd.MultiIndex.... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38054 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38054/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38054/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38054/events | https://github.com/pandas-dev/pandas/pull/38054 | 750,321,100 | MDExOlB1bGxSZXF1ZXN0NTI3MDEyODk5 | 38,054 | TST: tighten assert_index_equal calls | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38055 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38055/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38055/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38055/events | https://github.com/pandas-dev/pandas/pull/38055 | 750,345,801 | MDExOlB1bGxSZXF1ZXN0NTI3MDM1NzAw | 38,055 | CLN: remove ABCIndex | {
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BTW I expect the CI to fail until #38020 goes in, which will [demonstrate](https://github.com/pandas-dev/pandas/pull/38020#discussion_r529159757) that there is a test case that uses MultiIndex. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38056 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38056/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38056/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38056/events | https://github.com/pandas-dev/pandas/pull/38056 | 750,499,377 | MDExOlB1bGxSZXF1ZXN0NTI3MTc4MTY0 | 38,056 | CI: Renable window tests on Windows | {
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- [ ] tests added / passed
Checking if the recent cleanup of the `tests/window` directory had any impact.
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https://api.github.com/repos/pandas-dev/pandas/issues/38057 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38057/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38057/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38057/events | https://github.com/pandas-dev/pandas/pull/38057 | 750,628,678 | MDExOlB1bGxSZXF1ZXN0NTI3Mjg5MzA2 | 38,057 | PERF: fix regression in creation of resulting index in RollingGroupby | {
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TODO: fix corner cases, add benchmark, .. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38058 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38058/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38058/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38058/events | https://github.com/pandas-dev/pandas/issues/38058 | 750,692,228 | MDU6SXNzdWU3NTA2OTIyMjg= | 38,058 | BUG: nan values in dataframe index when reading from multiple parquet 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.
---
**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/38059 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38059/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38059/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38059/events | https://github.com/pandas-dev/pandas/pull/38059 | 750,696,624 | MDExOlB1bGxSZXF1ZXN0NTI3MzQ0MzA5 | 38,059 | Backport PR #37039: CI: move py39 build to conda #33948 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38060 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38060/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38060/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38060/events | https://github.com/pandas-dev/pandas/issues/38060 | 750,715,787 | MDU6SXNzdWU3NTA3MTU3ODc= | 38,060 | BUG: Changing values in copied dataframe manipulates the original dataframe | {
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so I ran into something odd last night.
I had two dataframes: dataframe_original and the dataframe_copy.
Whenever I changed the values in a column of dataframe_copy the code changed the values in dataframe_original.
I had the original one as a backup and assign it every iteration to a local copy.... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38061 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38061/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38061/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38061/events | https://github.com/pandas-dev/pandas/pull/38061 | 750,756,496 | MDExOlB1bGxSZXF1ZXN0NTI3MzkzNDg1 | 38,061 | Backport PR #38041 on branch 1.1.x: BUG: pytables in py39 (#38041) | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38062 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38062/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38062/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38062/events | https://github.com/pandas-dev/pandas/pull/38062 | 750,766,455 | MDExOlB1bGxSZXF1ZXN0NTI3NDAxODA1 | 38,062 | DOC: move info docs to DataFrameInfo | {
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] | open | false | null | [] | null | 12 | 2020-11-25T12:12:54Z | 2021-10-04T14:11:41Z | null | MEMBER | null | - [ ] closes #xxxx
- [ ] tests added / passed
- [ ] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
Precursor for #37320
Move ``info`` docstring from ``pandas/core/frame.py`` to class ``DataFrameInfo`` using ``doc`` decorator.
@simonjayhawkins n... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38063 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38063/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38063/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38063/events | https://github.com/pandas-dev/pandas/issues/38063 | 750,782,508 | MDU6SXNzdWU3NTA3ODI1MDg= | 38,063 | ENH: add a keyword to the eq method to consider NAs equal | {
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"description": "np.nan, ... | open | false | null | [] | null | 4 | 2020-11-25T12:37:42Z | 2021-08-14T05:55:16Z | null | NONE | null | ### Code Sample
This works as expected. Comparing nan with nan evaluates to False.
```python
>>> import pandas as pd
>>> import numpy as np
>>> s1 = pd.Series(np.nan)
>>> s1.eq(s1)
0 False
dtype: boolean
```
However, this does not work as expected. Comparing nan with nan evaluates to nan.
```python
>>>... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38065 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38065/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38065/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38065/events | https://github.com/pandas-dev/pandas/issues/38065 | 750,858,008 | MDU6SXNzdWU3NTA4NTgwMDg= | 38,065 | ENH: Add get_window method on a rolling object | {
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... | 4 | 2020-11-25T14:19:30Z | 2020-11-26T12:34:02Z | null | NONE | null | #### Is your feature request related to a problem?
Yes. I would like to make a test of a function that is then applied on a rolling object. Making that test on just one window of the rolling object would be convenient.
#### Describe the solution you'd like
Someting similar to get_group for a groupby object. Th... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38066 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38066/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38066/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38066/events | https://github.com/pandas-dev/pandas/issues/38066 | 750,932,114 | MDU6SXNzdWU3NTA5MzIxMTQ= | 38,066 | RLS: 1.1.5 | {
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https://github.com/pandas-dev/pandas/milestone/79
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https://api.github.com/repos/pandas-dev/pandas/issues/38067 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38067/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38067/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38067/events | https://github.com/pandas-dev/pandas/issues/38067 | 750,998,859 | MDU6SXNzdWU3NTA5OTg4NTk= | 38,067 | DOC: Include missing holiday observance rules | {
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[Timeseries Holiday](https://pandas.pydata.org/pandas-docs/stable/user_guide/timeseries.html#holidays-holiday-calendars) section in doc/source/user_guide/timeseries.rst.
#### Documentation problem
The list of available holiday observance rules is incomplete - several availabl... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38068 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38068/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38068/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38068/events | https://github.com/pandas-dev/pandas/pull/38068 | 751,038,480 | MDExOlB1bGxSZXF1ZXN0NTI3NjI3Njc2 | 38,068 | ENH: NDArrayBackedExtensionArray.__array_function__ | {
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] | closed | false | null | [] | null | 2 | 2020-11-25T18:32:41Z | 2021-03-02T15:54:21Z | 2020-12-21T21:37:43Z | MEMBER | null | motivated by getting np.delete and np.repeat working, had to implement a few others to get the tests passing.
If we go down this path, I plan to incrementally add support for others, some of which (e.g. vstack) will avoid some object-dtype casting.
cc @TomAugspurger @shoyer @seberg any suggestions to clean the im... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38069 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38069/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38069/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38069/events | https://github.com/pandas-dev/pandas/issues/38069 | 751,083,108 | MDU6SXNzdWU3NTEwODMxMDg= | 38,069 | ENH: Rename multi-level columns or indices using their tupelized names | {
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The current approach requires at least 3 steps:
```
df = pd.DataFrame([[1,2,3],[3,4,5],[5,6,7], [7,8,9]])
df.columns... | {
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@jbrockmendel This should deal with duplicates. For MultiIndex sometimes a slice with stepzize greater than zero was given, wh... | {
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This was easier than thought. Should I add a whatsnew note for this? | {
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common.py defines Base
test_base.py imports Base from common
test_common does not
and try to get away from the create_index usage to just use the index fixture
Small steps.
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This sits on top of #38021 | {
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Get rid of an unnecessary copy. | {
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When working with data that contains a lot of references, pd.merge seems to be the best approach.
If you need to follow more than 1 reference to get where you need, this quickly gets verbose.
To solve this problem, I suggest a higher level wrapping for merge, th... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38079 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38079/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38079/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38079/events | https://github.com/pandas-dev/pandas/pull/38079 | 751,278,508 | MDExOlB1bGxSZXF1ZXN0NTI3ODE5MjUz | 38,079 | TST: mark all plotting tests as slow | {
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- [ ] tests added / passed
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Marked all plotting tests as slow globally at the top of each module. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38081 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38081/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38081/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38081/events | https://github.com/pandas-dev/pandas/pull/38081 | 751,575,831 | MDExOlB1bGxSZXF1ZXN0NTI4MDY0MjU4 | 38,081 | Backport PR #38064 on branch 1.1.x (DOC: tidy 1.1.5 release notes) | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38082 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38082/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38082/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38082/events | https://github.com/pandas-dev/pandas/issues/38082 | 751,577,883 | MDU6SXNzdWU3NTE1Nzc4ODM= | 38,082 | PERF: investigate alt implementations for cross join | {
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let's add some benchmarks | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38083 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38083/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38083/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38083/events | https://github.com/pandas-dev/pandas/issues/38083 | 751,585,184 | MDU6SXNzdWU3NTE1ODUxODQ= | 38,083 | PERF: regression in Series.asof with single date | {
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Snippet extracted from ASV:
```python
N = 10000
rng = pd.date_range(start="1/1/1990", periods=N, freq="53s")
s = pd.Series(np.random.randn(N), i... | {
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Is this worth a whatsnew entry?
- [ ] closes #xxxx
- [ ] tests... | {
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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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https://api.github.com/repos/pandas-dev/pandas/issues/38086 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38086/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38086/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38086/events | https://github.com/pandas-dev/pandas/issues/38086 | 751,593,706 | MDU6SXNzdWU3NTE1OTM3MDY= | 38,086 | PERF: performance regression in replace() corner cases | {
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The simplified case is:
```
In [5]: df = pd.DataFrame({"A": 0, "B": 0}, index=range(4 * ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38087 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38087/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38087/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38087/events | https://github.com/pandas-dev/pandas/pull/38087 | 751,596,363 | MDExOlB1bGxSZXF1ZXN0NTI4MDgxMDgw | 38,087 | BLD: Only enable -Werror in the CI jobs | {
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closes #33314
- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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"followers_url": "https://api.github.com/users/j... | 2 | 2020-11-26T14:15:02Z | 2020-11-26T15:44:49Z | 2020-11-26T15:37:27Z | MEMBER | null | A follow-up on https://github.com/pandas-dev/pandas/pull/36179#discussion_r494830867 (cc @jbrockmendel). Attempt to clarify what is actually deprecated, remove the `:okwarning:` for several cases in the docs that were not actually deprecated, and updated to use the preferred `.loc` for some others. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38089 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38089/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38089/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38089/events | https://github.com/pandas-dev/pandas/pull/38089 | 751,660,290 | MDExOlB1bGxSZXF1ZXN0NTI4MTMzMTky | 38,089 | BUG: merge_ordered fails with list-like left_by or right_by | {
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- [x] tests added / passed
- [ ] passes `black pandas`
- [ ] 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/38090 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38090/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38090/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38090/events | https://github.com/pandas-dev/pandas/issues/38090 | 751,685,949 | MDU6SXNzdWU3NTE2ODU5NDk= | 38,090 | CI/TST: suppress http debug from tests outputs | {
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We have this output coming from our fixtures (we startup a http endpoint to test things), but the output is totally unecessary / distracting.
```
127.0.0.1 - - [26/Nov/2020 13:35:25] "PUT /pandas-test/items.jsonl HTTP/1.1" 200 -
127.0.0... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38091 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38091/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38091/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38091/events | https://github.com/pandas-dev/pandas/issues/38091 | 751,688,710 | MDU6SXNzdWU3NTE2ODg3MTA= | 38,091 | CI: very slow tests | {
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... | 2 | 2020-11-26T15:47:08Z | 2020-11-26T17:08:38Z | null | CONTRIBUTOR | null | from a recent build on master, these builds are *very* slow. Yes we have 140k tests, but 30m is a lot of time (esp considering the azure builds are 2x faster).
needs some investigation on what is happening.
- https://travis-ci.org/github/pandas-dev/pandas/jobs/746072524
- https://travis-ci.org/github/pandas-dev/pa... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38092 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38092/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38092/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38092/events | https://github.com/pandas-dev/pandas/issues/38092 | 751,694,851 | MDU6SXNzdWU3NTE2OTQ4NTE= | 38,092 | TST: shift_across_dst failures | {
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... | 0 | 2020-11-26T15:56:30Z | 2020-11-26T15:56:30Z | null | CONTRIBUTOR | null | ERROR: type should be string, got "https://dev.azure.com/pandas-dev/pandas/_build/results?buildId=48611&view=logs&j=4b4d380c-92b5-58cf-5b80-2c6c9b1d5805&t=8eab1181-1335-58ed-7ed5-a271d9d86005\r\n\r\nwe want to see if this is a bug / add a test case\r\n\r\n```\r\n2020-11-26T11:02:32.6835667Z ##[section]Starting: Test\r\n2020-11-26T11:02:32.6968461Z ==============================================================================\r\n2020-11-26T11:02:32.6969827Z Task : Bash\r\n2020-11-26T11:02:32.6970534Z Description : Run a Bash script on macOS, Linux, or Windows\r\n2020-11-26T11:02:32.6971261Z Version : 3.177.2\r\n2020-11-26T11:02:32.6971826Z Author : Microsoft Corporation\r\n2020-11-26T11:02:32.6972383Z Help : https://docs.microsoft.com/azure/devops/pipelines/tasks/utility/bash\r\n2020-11-26T11:02:32.6973012Z ==============================================================================\r\n2020-11-26T11:02:32.9619865Z Generating script.\r\n2020-11-26T11:02:32.9824762Z [command]\"C:\\Program Files\\Git\\bin\\bash.exe\" --noprofile --norc -c pwd\r\n2020-11-26T11:02:33.0802003Z /d/a/_temp\r\n2020-11-26T11:02:33.0846216Z \r\n2020-11-26T11:02:33.0876225Z ========================== Starting Command Output ===========================\r\n2020-11-26T11:02:33.0885510Z [command]\"C:\\Program Files\\Git\\bin\\bash.exe\" --noprofile --norc /d/a/_temp/d7f72ca5-7653-4d39-b14e-c4a3a640dc91.sh\r\n2020-11-26T11:02:33.7933378Z pytest -m \"not slow and not network\" -n auto --dist=loadfile -s --strict --durations=30 --junitxml=test-data.xml pandas --ignore=pandas/tests/window/ --ignore=pandas/tests/plotting/\r\n2020-11-26T11:03:46.1230792Z ##[warning]Using or importing the ABCs from 'collections' instead of from 'collections.abc' is deprecated since Python 3.3,and in 3.9 it will stop working\r\n2020-11-26T11:03:46.1290301Z ##[warning]Using or importing the ABCs from 'collections' instead of from 'collections.abc' is deprecated since Python 3.3,and in 3.9 it will stop working\r\n2020-11-26T11:03:46.1292192Z ##[warning]Using or importing the ABCs from 'collections' instead of from 'collections.abc' is deprecated since Python 3.3,and in 3.9 it will stop working\r\n2020-11-26T11:03:46.1293979Z ##[warning]Using or importing the ABCs from 'collections' instead of from 'collections.abc' is deprecated since Python 3.3,and in 3.9 it will stop working\r\n2020-11-26T11:03:46.1295207Z ============================= test session starts =============================\r\n2020-11-26T11:03:46.1295831Z platform win32 -- Python 3.7.9, pytest-6.1.1, py-1.9.0, pluggy-0.13.1\r\n2020-11-26T11:03:46.1296368Z rootdir: D:\\a\\1\\s, configfile: setup.cfg, testpaths: pandas\r\n2020-11-26T11:03:46.1296847Z plugins: hypothesis-5.41.3, azurepipelines-0.8.0, forked-1.3.0, xdist-2.1.0\r\n2020-11-26T11:03:46.1297375Z gw0 I / gw1 I\r\n2020-11-26T11:03:46.1297683Z gw0 [98481] / gw1 [98481]\r\n2020-11-26T11:03:46.1297932Z \r\n2020-11-26T11:19:01.9006050Z Result Attachments will be stored in LogStore\r\n2020-11-26T11:19:01.9506376Z Run Attachments will be stored in LogStore\r\n2020-11-26T11:19:03.1155850Z ##[error]1 test(s) failed, 98481 test(s) collected.\r\n2020-11-26T11:19:03.1158156Z Skipping uploading of coverage data.\r\n2020-11-26T11:19:03.1158771Z \r\n2020-11-26T11:19:03.1159206Z ================================== FAILURES ===================================\r\n2020-11-26T11:19:03.1159714Z ____________________________ test_shift_across_dst ____________________________\r\n2020-11-26T11:19:03.1160220Z [gw1] win32 -- Python 3.7.9 C:\\Miniconda\\envs\\pandas-dev\\python.exe\r\n2020-11-26T11:19:03.1160827Z \r\n2020-11-26T11:19:03.1161077Z @given(gen_yqm_offset)\r\n2020-11-26T11:19:03.1161361Z > def test_shift_across_dst(offset):\r\n2020-11-26T11:19:03.1161564Z \r\n2020-11-26T11:19:03.1161828Z pandas\\tests\\tseries\\offsets\\test_offsets_properties.py:107: \r\n2020-11-26T11:19:03.1162225Z _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _\r\n2020-11-26T11:19:03.1163012Z C:\\Miniconda\\envs\\pandas-dev\\lib\\site-packages\\hypothesis\\core.py:661: in execute_once\r\n2020-11-26T11:19:03.1164457Z % (test.__name__, text_repr[0])\r\n2020-11-26T11:19:03.1164917Z _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _\r\n2020-11-26T11:19:03.1165284Z \r\n2020-11-26T11:19:03.1165669Z self = <hypothesis.core.StateForActualGivenExecution object at 0x000001EC3C0E6D08>\r\n2020-11-26T11:19:03.1166349Z message = 'Hypothesis test_shift_across_dst(offset=<-4 * BYearEnds: month=1>) produces unreliable results: Falsified on the first call but did not on a subsequent one'\r\n2020-11-26T11:19:03.1168377Z \r\n2020-11-26T11:19:03.1168728Z def __flaky(self, message):\r\n2020-11-26T11:19:03.1169153Z if len(self.falsifying_examples) <= 1:\r\n2020-11-26T11:19:03.1169544Z > raise Flaky(message)\r\n2020-11-26T11:19:03.1170217Z E hypothesis.errors.Flaky: Hypothesis test_shift_across_dst(offset=<-4 * BYearEnds: month=1>) produces unreliable results: Falsified on the first call but did not on a subsequent one\r\n2020-11-26T11:19:03.1170780Z \r\n2020-11-26T11:19:03.1171182Z C:\\Miniconda\\envs\\pandas-dev\\lib\\site-packages\\hypothesis\\core.py:866: Flaky\r\n2020-11-26T11:19:03.1171722Z --------------------------------- Hypothesis ----------------------------------\r\n2020-11-26T11:19:03.1172169Z Falsifying example: test_shift_across_dst(\r\n2020-11-26T11:19:03.1172581Z offset=<-4 * BYearEnds: month=1>,\r\n2020-11-26T11:19:03.1172904Z )\r\n2020-11-26T11:19:03.1173635Z Unreliable test timings! On an initial run, this test took 638.78ms, which exceeded the deadline of 500.00ms, but on a subsequent run it took 1.55 ms, which did not. If you expect this sort of variability in your test timings, consider turning deadlines off for this test by setting deadline=None.\r\n2020-11-26T11:19:03.1174495Z \r\n2020-11-26T11:19:03.1174995Z You can reproduce this example by temporarily adding @reproduce_failure('5.41.3', b'AAsAAQQA') as a decorator on your test case\r\n2020-11-26T11:19:03.1175561Z ============================== warnings summary ===============================\r\n2020-11-26T11:19:03.1176092Z C:\\Miniconda\\envs\\pandas-dev\\lib\\site-packages\\matplotlib\\__init__.py:107\r\n2020-11-26T11:19:03.1176625Z C:\\Miniconda\\envs\\pandas-dev\\lib\\site-packages\\matplotlib\\__init__.py:107\r\n```" | {
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Steps would be:
1. change `PATTERN` in `scripts/check_for_inconsistent_pandas_namespace.py` to
```
PATTERN = r"""
(
(?<!pd\.)(?<!\w) # check class_name doesn't start with pd. or character
(\w+)\( # match Data... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38094 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38094/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38094/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38094/events | https://github.com/pandas-dev/pandas/pull/38094 | 751,724,966 | MDExOlB1bGxSZXF1ZXN0NTI4MTg1NjU0 | 38,094 | REGR: fix regression in groupby aggregation with out-of-bounds datetimes | {
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"followers_url": "https://api.github.com... | 2 | 2020-11-26T16:46:02Z | 2020-11-27T20:47:55Z | 2020-11-27T20:12:02Z | MEMBER | null | Closes #36003 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38095 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38095/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38095/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38095/events | https://github.com/pandas-dev/pandas/pull/38095 | 751,790,722 | MDExOlB1bGxSZXF1ZXN0NTI4MjM4NjIy | 38,095 | CLN: testing window namespace | {
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- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
It appears we are heading this general direction in pandas imports in tests. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38096 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38096/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38096/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38096/events | https://github.com/pandas-dev/pandas/pull/38096 | 751,795,549 | MDExOlB1bGxSZXF1ZXN0NTI4MjQyMzk5 | 38,096 | TST: Suppress http logs in tests | {
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- [ ] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
Confirming that this does the trick. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38097 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38097/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38097/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38097/events | https://github.com/pandas-dev/pandas/pull/38097 | 751,831,109 | MDExOlB1bGxSZXF1ZXN0NTI4MjY5ODk4 | 38,097 | PERF: replace_list | {
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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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closes #38086, this gets us back to (very slightly ahead of) 1.1.4 performance for the cases there, will leave to @jorisvandenbossche whether that is... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38098 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38098/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38098/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38098/events | https://github.com/pandas-dev/pandas/pull/38098 | 751,833,194 | MDExOlB1bGxSZXF1ZXN0NTI4MjcxNDU2 | 38,098 | API: CategoricalIndex.append fallback to concat_compat | {
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- [x] tests added / passed
- [x] passes `black pandas`
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The main thing being changed here is `CategoricalIndex._concat` to better match the behavior of all the other `FooIndex._concat` methods. Everythin... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38099 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38099/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38099/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38099/events | https://github.com/pandas-dev/pandas/pull/38099 | 751,836,355 | MDExOlB1bGxSZXF1ZXN0NTI4MjczOTA5 | 38,099 | BUG: fix wrong error message in deprecated 2D indexing of Series with datetime values | {
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For most Series types, this was properly raising the deprecation warning about 2D being deprecated, but for Series with datetimetz values, this started raising an AssertionError instead of only raising the warning.
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https://api.github.com/repos/pandas-dev/pandas/issues/38100 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38100/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38100/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38100/events | https://github.com/pandas-dev/pandas/issues/38100 | 751,838,284 | MDU6SXNzdWU3NTE4MzgyODQ= | 38,100 | BUG: random_state should permit numpy.random.Generator | {
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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
impor... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/38101 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/38101/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/38101/comments | https://api.github.com/repos/pandas-dev/pandas/issues/38101/events | https://github.com/pandas-dev/pandas/pull/38101 | 751,838,637 | MDExOlB1bGxSZXF1ZXN0NTI4Mjc1NzA0 | 38,101 | BUG: Series.at returning Series with one element instead of scalar | {
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I think if we are at this place and len(values) is 1, we want to return a scalar instead of a Series. This happens only because loc is a slice (0,1)... | {
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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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Index._is_comparable_dtype is limited because it misses a few cases: object dtype, and sub-dtypes within categorical. This implements Indes._should_... | {
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Picking up #31048 | {
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- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
```python
# Your code here
import p... | {
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List of follow-up TODO items:
* [x] Update the `convert_dtypes` method to also return nullable floats (one question here: what with floats that are all "integer"-like? I thin... | {
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- [x] tests added / passed
- [x] passes `black pandas`
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- [x] whatsnew entry
its going to take a few passes to get the behavior consistent across all subclasses. once done, we can de-duplicate the boilerplate. | {
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In this PR, I j... | {
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There is one potentially corner case: what with floats that are all "integer"-like? I think we want to keep returning nullable int for that, at least by default, and that is what I did now in this PR But we might want to add a parameter controlling that behaviou... | {
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- [ ] closes #38121
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