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33,717
BUG: DTA/TDA/PA setitem incorrectly allowing i8
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2020-04-21T23:26:39Z
2020-05-04T20:03:22Z
2020-04-30T13:44:37Z
MEMBER
null
- [ ] closes #xxxx - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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DEP: bump numpy min version?
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2020-04-21T23:52:44Z
2020-05-01T19:38:39Z
2020-05-01T19:38:39Z
MEMBER
null
We currently require 1.13.3 which was released 2017-09-29. The last bump was in 0.25.0 (#25554). I think its time for another bump. The release dates for the 1.x.0 and 1.x.MAX versions out there: 1.14.0 -> 2018-01-06 1.14.6 -> 2018-09-23 1.15.0 -> 2018-07-23 1.15.4 -> 2018-11-04 1.16.0 -> 2019-01-13 1.16.6...
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BUG: idxmin() fails for nullable integer data type (Int64)
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2020-04-22T10:41:20Z
2021-01-01T21:38:39Z
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NONE
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- [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 ```python import pandas as pd s = pd.Series([1, 2, 3, 4], ...
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ENH: Control the escape scope of read_csv's escapechar
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2020-04-22T10:41:43Z
2020-06-06T16:00:42Z
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#### Is your feature request related to a problem? So far, the `escapechar` (`\` by default) of `read_csv` method is used to escape the special meaning of all other characters for all columns. #### Describe the solution you'd like In my situation, I want the escape char to take effect only for quoted values, w...
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33,721
BUG: Exceptions not propagated from c_is_list_like in lib.pyx
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2020-04-22T12:59:57Z
2020-04-27T18:58:07Z
2020-04-27T18:58:07Z
CONTRIBUTOR
null
Python exceptions originating in `c_is_list_like()` are not propagated as the function doesn't declare an exception value (`except -1`). https://github.com/pandas-dev/pandas/blob/master/pandas/_libs/lib.pyx#L988
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TYP: add types to DataFrame._get_agg_axis
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2020-04-22T13:43:03Z
2020-04-22T18:31:58Z
2020-04-22T18:31:51Z
CONTRIBUTOR
null
Minor followup to #33610.
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BUG: Propagate Python exceptions from c_is_list_like (#33721)
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2020-04-22T13:45:47Z
2020-04-27T18:58:11Z
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CONTRIBUTOR
null
- [x] closes #33721 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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33,726
BUG: argument 'axis=1' is silently ignored in DataFrame diff() method when dtype is nullable integer (Int64)
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2020-04-22T16:53:33Z
2020-04-23T07:08:56Z
2020-04-23T07:08:56Z
NONE
null
```python import numpy as np import pandas as pd pd.show_versions() ``` INSTALLED VERSIONS ------------------ commit : None python : 3.7.4.final.0 python-bits : 64 OS : Windows OS-release : 10 machine : AMD64 ...
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REF: avoid passing SingleBlockManager to Series
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2020-04-22T18:14:00Z
2020-04-23T18:02:57Z
2020-04-23T17:59:29Z
MEMBER
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cc @jorisvandenbossche IIRC you didnt want to disallow SingleBlockManager because geopandas passes it. In those cases, does it also pass `fastpath=True`? If so, we can consider deprecating allowing SingleBlockManager in the non-fastpath case
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2020-04-22T19:25:46Z
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MEMBER
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- [ ] closes #11058 - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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BLD: bump numpy min version to 1.15.4
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MEMBER
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- [x] closes #33718 - [ ] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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DOC: add hvplot as option to plotting.backend
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2020-04-22T20:45:22Z
2020-11-17T22:37:28Z
2020-11-17T22:37:28Z
CONTRIBUTOR
null
#### Location of the documentation Couple of sections here https://pandas.pydata.org/pandas-docs/stable/ecosystem.html#visualization https://dev.pandas.io/docs/development/extending.html#plotting-backends #### Documentation problem Add information that [`hvplot`](https://hvplot.holoviz.org/) can be used as a...
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API: deprecate silently casting np.nan to NaT
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2020-04-22T21:01:03Z
2020-04-23T15:32:42Z
2020-04-23T15:32:41Z
MEMBER
null
When doing a setitem into a dt64/td64 Series, we cast `np.nan` to `NaT`. The alternative would be to cast to object dtype and set np.nan unchanged. Similarly anything that ends up calling `is_valid_nat_for_dtype` will allow through np.nan which ends up getting cast to NaT. We should consider deprecating this beh...
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BUG: groupby ignores sort=False when observed=True breaking transform
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2020-04-22T21:51:41Z
2020-08-21T17:06:04Z
2020-04-24T14:50:29Z
NONE
null
- [x] I have checked that this issue has not already been reported. Maybe related to but distinct from https://github.com/pandas-dev/pandas/issues/27369 - [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. ---...
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CLN: Remove unused assignment
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REF: implement test_astype
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2020-04-23T00:50:13Z
2020-04-25T21:02:48Z
2020-04-25T21:00:43Z
MEMBER
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Split/parametrized in some places.
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BUG: escapechar option of to_csv method does not function properly.
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NONE
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- [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 t = pd.DataFrame({0:['"k...
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605,199,629
MDExOlB1bGxSZXF1ZXN0NDA3NjQ4OTcx
33,736
REF: use _wrap_joined_index in PeriodIndex.join
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2020-04-23T02:51:33Z
2020-04-23T17:54:22Z
2020-04-23T17:13:46Z
MEMBER
null
PeriodIndex defines _apply_meta, but that is made unnecessary by implementing _wrap_joined_index correctly.
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MDExOlB1bGxSZXF1ZXN0NDA3NjUwODk4
33,737
TST: fix tests for asserting matching freq
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1
2020-04-23T02:59:53Z
2020-04-23T18:56:34Z
2020-04-23T18:55:56Z
MEMBER
null
xref #33711, #33712
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605,202,515
MDU6SXNzdWU2MDUyMDI1MTU=
33,738
ENH: rejected support for Python data structures containing Pandas DataFrames/Series
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2020-04-23T03:01:14Z
2020-08-21T17:06:04Z
2020-04-23T03:21:28Z
NONE
null
It is great that you have implemented to_csv and read_csv() to export and import tables in CSV format. It would be even better to be able to serialize/deserialize Python data structures such as list and dict containing DataFrames/Series. For example, something like [this](https://github.com/xuancong84/pandas-serializer...
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MDExOlB1bGxSZXF1ZXN0NDA3NjY3MDc1
33,739
PERF: fix #32976 slow group by for categorical columns
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2020-04-23T04:05:52Z
2020-11-06T01:53:02Z
2020-11-06T01:53:02Z
CONTRIBUTOR
null
Aggregate categorical codes with fast cython aggregation for select `how` operations. Added new ASV benchmark copied from 32976 indicating > 99% improvement in performance for this case. - [x] closes #32976 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" ...
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33,740
BUG: pandas merge suffixes accepting `set` can interchange right and left suffix order
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2020-04-23T06:14:49Z
2020-06-08T01:36:52Z
2020-06-08T01:36:52Z
CONTRIBUTOR
null
- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [x] (optional) I have confirmed this bug exists on the master branch of pandas. --- ```python df_b = pd.DataFrame(dict(p=[1,2,3], q=[2,3,4])) df_a = pd.DataFrame(di...
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33,741
BUG: DatetimeIndex.get_indexer wrong result on mixed-type argument
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2020-04-23T06:45:30Z
2020-06-01T00:28:41Z
2020-06-01T00:28:41Z
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 datetime import pandas as pd ...
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DOC:
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2020-04-23T07:18:01Z
2020-04-24T15:04:19Z
2020-04-24T15:04:19Z
NONE
null
I am not able to read a CSV file which is uploaded on Github itself. I want pandas to read the file and provide me the data frame. But I am getting a Parse Error. The Error is as: df=pd.read_csv("https://github.com/CSSEGISandData/COVID-19/blob/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_rec...
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605,320,523
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33,743
pandas boxplot props not working
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2020-04-23T07:54:18Z
2020-05-13T06:07:33Z
2020-05-13T06:07:33Z
NONE
null
I cannot change some of the plotting kwargs in `pd.DataFrame.boxplot`. I replot the same in matplotlib with almost the same code and I get the expected results. Here's a minimum working example: ``` np.random.seed(1234) df = pd.DataFrame(np.random.randn(10, 4), columns=['Col1', 'Col2', 'Col3'...
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pandas statistics
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2020-04-23T08:58:35Z
2020-08-21T17:06:04Z
2020-04-23T08:59:00Z
CONTRIBUTOR
null
Just a small heads-up of how well pandas is doing. I wrote [hotware](https://github.com/nschloe/hotware) to check the popularity of software on GitHub and StackOverflow, and in the scientific Python department, pandas is clearly number 1: ![pd](https://user-images.githubusercontent.com/181628/80079616-cfe52400-8550-...
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BUG: support skew function for custom BaseIndexer rolling windows
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2020-04-23T09:53:20Z
2020-04-26T06:01:34Z
2020-04-25T22:03:14Z
MEMBER
null
- [X] xref #32865 - [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 This PR does a couple things to fix the performance of `skew`, and this also fixes the behavior of all the functions that have `r...
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BUG: ExcelWriter: file is corrupted on save (and: does it accept a file object?)
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cc @pandas-dev/pandas-core
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BUG: to_hdf and HDFStore raise KeyError for DataFrame subclasses
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- [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. --- #### Code Sample, a copy-pastable example ```python import pandas as pd class SubDataFrame(pd.DataFrame): @property def _constructor(self): retur...
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BUG: Fix mixed datetime dtype inference
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- [x] closes #33741 - [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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CLN: Remove is_null_period
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MEMBER
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is_null_period seems only to be an alias for checknull_with_nat so I think it can be removed?
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2020-04-23T19:49:07Z
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- [ ] closes #32992 - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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- [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 n = 1...
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CLN: Parametrize dtype inference tests
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ENH: .to_rpy2 method for DataFrame and Series
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2020-04-23T22:16:29Z
2020-08-21T17:06:05Z
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#### Is your feature request related to a problem? https://rpy2.github.io/doc/v3.0.x/html/generated_rst/pandas.html I've been using rpy2 a lot and considering that pandas was inspired from R it would be nice to have a .to_rpy2 method for seemless conversion. #### Describe the solution you'd like ``` df = pd.D...
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CI: Revert Cython Pin (take 2)
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2020-04-23T22:49:55Z
2020-04-27T23:47:08Z
2020-04-27T23:10:34Z
CONTRIBUTOR
null
- [x] closes #33507 reverts #33534 New Cython pre release available today - https://pypi.org/project/Cython/3.0a2/ cc @WillAyd Update: 3.0a2 (no such luck - seems there is a regression which is being looked at) https://mail.python.org/pipermail/cython-devel/2020-April/005340.html https://github.com/...
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33,756
BUG: DataFrame.truncate() returns incorrect data if the index is sorted in descending order
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2020-04-24T00:52:47Z
2020-04-26T21:04:16Z
2020-04-26T21:04:16Z
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 (1.0.3) - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Code Sample, a copy-pastable example ```python df = pd.DataFrame(i...
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33,757
BUG: MonthOffset.name
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2020-04-24T02:38:17Z
2020-04-25T00:39:36Z
2020-04-25T00:30:01Z
MEMBER
null
- [ ] closes #xxxx - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry `is_anchored` is being accessed indirectly (its not a property). As a result we never go down the other path, which would raise AttributeError since...
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33,758
REGR: disallow mean of period column again
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2020-04-24T09:20:59Z
2020-04-25T11:46:15Z
2020-04-24T21:35:45Z
MEMBER
null
This reverts parts of https://github.com/pandas-dev/pandas/pull/32426 and https://github.com/pandas-dev/pandas/pull/29941 (those are only on master, not yet released), to disallow taking the mean on a Period dtype column again. The mean for period is not supported on PeriodArray itself or for a Series of period dtype (...
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33,759
Can we reduce the size of file generated with empty_df.to_hdf() below 2MB?
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10
2020-04-24T09:25:19Z
2021-08-18T16:39:56Z
2021-08-18T14:07:49Z
NONE
null
I store my dataframes on disk with `df.to_hdf()`, but to my surprise, even for an empty dataframe the resulting file size is 2MB. Is there a way to make it smaller? Thanks! ```python import pandas as pd empty_df = pd.DataFrame() empty_df.to_hdf('empty_df.hdf', 'data') ``` NB: Versions tested: Pandas 0.21.1, Pan...
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33,760
BUG: inconsistent median support for datetimelike dtypes
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2020-04-24T09:30:01Z
2020-10-07T03:28:11Z
2020-10-07T03:28:11Z
MEMBER
null
https://github.com/pandas-dev/pandas/pull/29941 introduced support for taking the median of a datetime-like column. In released version, (pandas 1.0.3) we get: ``` In [20]: df = pd.DataFrame({'a': pd.date_range("2012", periods=3, freq='D')}) In [21]: df.median() Out[21]: Series([], dtype: float64) In...
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REGR: fix DataFrame reduction with EA columns and numeric_only=True
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2020-04-24T09:39:35Z
2020-05-26T09:36:02Z
2020-05-01T18:19:12Z
MEMBER
null
Closes #33256 For the block-wise path in `DataFrame._reduce`, we ensure to use the EA reduction for blocks holding EAs, instead of passing the EA to the `op` function (which is typically the `nanops` nan function). This needs https://github.com/pandas-dev/pandas/pull/33758 to be merged, since that PR fixes the te...
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33,762
Stratified sampling
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2020-04-24T13:24:32Z
2020-04-25T17:55:35Z
2020-04-25T17:55:34Z
NONE
null
- [ ] Added new method stratified_sample - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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TYP/CLN: rogue type comment not caught by code checks
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2020-04-24T14:38:53Z
2020-04-24T15:38:30Z
2020-04-24T15:26:48Z
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REF: simplify _try_cast
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Part of a sequence of PRs aimed at sharing code between Series/Index/array
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BUG: RecursionError when aligning column MultiIndex
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- [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. --- When trying to do arithmetic on two dataframes with a common MultiIndex level, I a...
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BUG: read_json returns wrong value for big integer
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- [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. --- #### Code Sample, a copy-pastable example ```bash $ cat first-line.json {"col":"72057594038135102"} ``` ```python >>> pd.read_json("first-line.json", lines=T...
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CONTRIBUTOR
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## Background: Multi-row and/or multi-column subplots can utilize shared axes. An external share happens at axis creation when a sharex or sharey parameter is specified. An internal share, or twinning, occurs when an overlayed axis is created by the Axes.twinx() or Axes.twiny() calls. The two types of sha...
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CONTRIBUTOR
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The ``data_columns`` argument of ``df.to_hdf`` can take ``True`` as an argument, meaning "all columns", yet the type hint is ``Optional[List[str]]``, triggering warnings in e.g. pyCharm. - [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" |...
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- [x] closes #33756 - [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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BUG: ExtensionArrays whose elements are non-numeric numpy arrays crash Series.__repr__()
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2020-05-01T20:36:03Z
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CONTRIBUTOR
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- [X] I have checked that this issue has not already been reported. - [X] I have confirmed this bug exists on the latest version of pandas. - [X] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Code Sample, a copy-pastable example Prerequisites: ```console $ pip ins...
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[#33770] bug fix to prevent ExtensionArrays from crashing Series.__repr__()
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- [X] closes #33770 - [X] tests added / passed - [X] passes `black pandas` - [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [X] whatsnew entry This pull request fixes a bug in `GenericArrayFormatter` that caused a crash when rendering arrays of arrays. This problem causes `Series.__repr__()...
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BUG: DataFrame.truncate() handles decreasing order(#33756)
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2020-04-24T17:58:25Z
2020-04-24T22:17:44Z
2020-04-24T22:00:42Z
MEMBER
null
preparing to add a freq check to assert_index_equal
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33,774
REF: misplaced sort_index tests
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2020-04-24T18:18:03Z
2020-04-24T22:19:20Z
2020-04-24T21:33:30Z
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33,775
BUG: Changing way of applying numpy functions on Series
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2020-04-24T18:41:29Z
2020-06-09T22:49:54Z
2020-06-09T22:49:54Z
CONTRIBUTOR
null
- [x] closes #33492 - [x] tests added and passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] numpy functions on Series are called like other functions
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33,776
CLN: avoid getattr(obj, "values", obj)
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2020-04-24T18:45:06Z
2020-04-25T21:03:58Z
2020-04-25T20:48:05Z
MEMBER
null
xref #27167 @mroeschke can you pls double-check me on the change in window.rolling
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33,777
ENH: stratified samplig as a DataFrame method
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2020-04-24T18:45:49Z
2020-04-25T11:50:19Z
2020-04-25T11:50:19Z
NONE
null
#### Is your feature request related to a problem? Often times when conducting hypothesis tests we need to prepare the data and sample it using stratified sampling (i.e.: a sample that mimics the population distribution according to a variable or strata). Pandas has a sample feature, but it does not take strata into a...
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33,778
BUG: Undocumented behaviour of MultiIndex.rename
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2020-04-24T19:58:49Z
2021-07-31T04:41:09Z
null
MEMBER
null
- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [x] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Code Sample, a copy-pastable example ```python >>> import numpy as np >>...
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BUG: freq not retained on apply_index
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2020-04-24T20:41:39Z
2020-04-24T23:28:13Z
2020-04-24T23:23:26Z
MEMBER
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- [ ] closes #xxxx - [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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33,780
API: Should indexing on columns give views or copies?
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2020-04-24T23:21:34Z
2020-09-05T19:03:15Z
2020-09-05T19:03:15Z
MEMBER
null
Migrating the discussion from #33597: We can improve performance (and memory footprint) by returning views in more cases. The downsides are 1) the returned DataFrames are less-consolidated and 2) users may be relying on getting copies in some situations.
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TST: more specific freq attrs
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2020-04-25T01:15:24Z
2020-04-26T19:27:20Z
2020-04-26T19:23:05Z
MEMBER
null
Getting ready to check matching freq in assert_index_equal
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BUG: Add warning if rows have more columns than expected
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2020-04-25T02:08:16Z
2021-01-01T21:54:02Z
2021-01-01T21:54:02Z
CONTRIBUTOR
null
- [x] closes #33037 - [x] tests added and passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] warning when read rows have more columns than expected
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DOC: fix doc for crosstab with Categorical data input
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9
2020-04-25T03:10:39Z
2020-04-27T02:17:12Z
2020-04-27T02:16:26Z
CONTRIBUTOR
null
Crosstab function should set dropna=False to keep the categories which not appear in the data, but in the DOC, it seems to be inconsistent with the description. Two examples for comparison may be better for users to get this point. https://pandas.pydata.org/docs/dev/user_guide/reshaping.html#cross-tabulations
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33,784
BUG, TST, DOC: fix core.missing._akima_interpolate will raise AttributeError
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2020-04-25T04:54:33Z
2020-04-26T19:57:42Z
2020-04-26T19:57:38Z
CONTRIBUTOR
null
- [x] closes #33426 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry Wasn't sure if this warranted a whatsnew entry since its mostly code cleanup
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33,785
Pandas won't drop index after rename using said index
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2020-04-25T05:05:51Z
2020-04-25T18:01:10Z
2020-04-25T18:00:49Z
NONE
null
So, there should probably be a 'drop' option as part of the rename function to drop said index if using it, but like the title says, if you rename using an index, you can't then use the drop function to drop said index (tested with xlsx and csv) works for whatever index, 1, 2, 3, etc. [testfile.xlsx](https://github...
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33,786
BUG: DataFrame with index having tzlocal() timezone could not be saved to parquet
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2020-04-25T11:27:57Z
2020-04-25T12:40:20Z
null
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. --- If Dataframe has index which timezone is set to `dateutil.tz.tzlocal()`, it could ...
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BUG: Pandas 1.0.x read_json unable to convert lists with date values
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2
2020-04-25T11:47:07Z
2021-08-05T12:02:33Z
2021-08-05T12:02:33Z
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...
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33,788
DOC: Remove ambiguity in fill_value documentation
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2020-04-25T14:30:52Z
2020-04-26T08:00:14Z
2020-04-25T21:48:50Z
CONTRIBUTOR
null
- [x] closes #33380 - [ ] tests added / passed (Not needed) - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry (Not needed)
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CLN: Pass numpy args as kwargs
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2020-04-25T14:35:04Z
2020-04-25T22:00:36Z
2020-04-25T21:47:28Z
MEMBER
null
This is already done in some places for PandasArray, e.g., min / max, and seems cleaner with less boilerplate
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API: Dispatch mechanism for EA reductions
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2020-04-25T14:48:00Z
2021-11-20T16:56:47Z
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MEMBER
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https://github.com/pandas-dev/pandas/pull/33538 implemented sum as a standalone method for IntegerArray which somewhat duplicates the already-existing _reduce path taken by DataFrame / Series for certain reductions (see https://github.com/pandas-dev/pandas/pull/33538#pullrequestreview-393402534). Likely it makes sense ...
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DOC: Link to table schema and remove reference to internal API
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2020-04-25T14:59:44Z
2020-04-29T22:49:11Z
2020-04-29T22:49:08Z
CONTRIBUTOR
null
- [x] closes #33130 - [ ] tests added / passed (Not needed) - [x] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` (Markdown link which will not be shown) - [ ] whatsnew entry (Not needed)
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REF: remove need to override get_indexer_non_unique in DatetimeIndexOpsMixin
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- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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Share several more methods in NDArrayBackedExtensionArray.
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- [x] closes #29055 - [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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Why not support `GroupBy.rank(numeric_only=False)`?
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BUG: .corr() fails when input is Int64Dtype()
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- [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] This bug exists on the master branch of pandas. [see below](https://github.com/pandas-dev/pandas/issues/33803#issuecomment-619574491) --- #### Code Sample, a copy...
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BUG: support corr and cov functions for custom BaseIndexer rolling windows
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2020-04-26T08:51:23Z
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MEMBER
null
- [X] closes #32865 - [X] reverts #33057 - [X] 2 tests added / 2 passed - [X] passes `black pandas` - [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [X] whatsnew entry ## Scope of PR This is the final PR needed to solve #32865. It fixes `cov` and `corr` by passing the correct argument to ...
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BUG: can't concatenate DataFrame with Series with duplicate keys
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- [x] closes #33654 - [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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CONTRIBUTOR
null
…30999) Updated tests in test_join_multi_levels to include messages for pytest.raises. - [ ] closes #xxxx - [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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API: always treat tuples as object-dtype-scalars for arithmetic?
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2020-04-26T16:48:16Z
2020-09-22T01:33:43Z
null
MEMBER
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For arithmetic-like ops when we see a list we cast it to ndarray, while with tuple we _sometimes_ cast to ndarray, sometimes treat it as scalar-like. We should be consistent about this. I lean towards always-scalar-like, but would be fine either way.
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BUG: Don't raise in DataFrame.corr with pd.NA
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- [x] closes #33803 - [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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TST: add Feather V2 round-trip test
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2020-04-26T19:33:30Z
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CONTRIBUTOR
null
no that pyarrow 0.17 has landed, we should have a round-trip Feather V2 test to ensure we have dtype preservation (we can likely re-use some of our test frames from the parquet tests).
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607,098,439
MDExOlB1bGxSZXF1ZXN0NDA5MTQ2OTI1
33,811
BUG: pickle after _with_freq
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1
2020-04-26T19:51:44Z
2020-04-26T20:55:29Z
2020-04-26T20:52:37Z
MEMBER
null
introduced in #33552
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MDExOlB1bGxSZXF1ZXN0NDA5MTQ5MjE4
33,812
TST: check freq in assert_equal
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1
2020-04-26T20:07:40Z
2020-04-26T20:55:14Z
2020-04-26T20:53:29Z
MEMBER
null
Before long we'll move this check into assert_index_equal, for now just want to get validation in place where feasible.
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33,813
TST: Clean moments consistency
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3
2020-04-26T20:28:20Z
2020-05-03T00:38:59Z
2020-04-26T21:23:58Z
MEMBER
null
As discussed in https://github.com/pandas-dev/pandas/pull/30577#issuecomment-570014613 This PR is the first step to achieve it, it basically does one thing: break up the giant consistency test in `common` into four tests based on test contents: `var`, `std`, `cov`, and `series data`. cc @jreback
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BUG: Merge between partial index and index fails if result is empty
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2020-04-26T23:32:41Z
2021-01-03T23:21:42Z
2021-01-03T23:21:42Z
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. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28...
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33,815
TST: check freq on series.index in assert_series_equal
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13
2020-04-27T02:14:35Z
2020-05-06T20:08:13Z
2020-04-27T13:00:18Z
MEMBER
null
Before long we'll roll that check into assert_index_equal
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ERR: Add NumbaUtilError
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2
2020-04-27T05:18:54Z
2020-04-27T20:46:12Z
2020-04-27T20:17:45Z
MEMBER
null
- xref https://github.com/pandas-dev/pandas/pull/33388#discussion_r415172278 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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