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I took over https://github.com/pandas-dev/pandas/pull/31796 from @MarcoGorelli.
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the dropna=False argument does not work even with given example.
l = [[1, 2, 3], [1, None, 4], [2, 1, 3], [1, 2, 2]]
df = pd.DataFrame(l, columns=["a", "b", "c"])
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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://dev.azure.com/pandas-dev/pandas/_build/results?buildId=45754&view=logs&j=89027c74-d1cd-5e5d-942f-e6a83ebe07fe&t=768a7acf-33bc-5b3d-16e1-da874611990b&l=92
```
E numpy array values... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37329 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37329/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37329/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37329/events | https://github.com/pandas-dev/pandas/pull/37329 | 726,998,999 | MDExOlB1bGxSZXF1ZXN0NTA3OTc1MjM5 | 37,329 | #31793 Add support for subtracting datetime from Timestamp | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
Based on the discussion in the attached issue, i've made the following changes:
1. add support for subtracting when the two items have different ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37330 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37330/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37330/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37330/events | https://github.com/pandas-dev/pandas/pull/37330 | 727,002,182 | MDExOlB1bGxSZXF1ZXN0NTA3OTc3MzY0 | 37,330 | BUG: IntervalIndex.take without fill_value | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
`IntervalIndex.take([0, 1, -1])` without explicitly passing fill_value should not fill the -1 as NA.
Fixing this allows us to use the base class `... | {
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However, `core.DataFrame.iterrows` actually returns an iterator w... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37332 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37332/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37332/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37332/events | https://github.com/pandas-dev/pandas/pull/37332 | 727,131,680 | MDExOlB1bGxSZXF1ZXN0NTA4MDg0MTUx | 37,332 | REF: extract dialect validation | {
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- [ ] tests added / passed
- [ ] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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Following https://github.com/pandas-dev/pandas/pull/36852, I extracted validation of dialect into a separate function. | {
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```python
df = pd.DataFrame([[0, 2, 3], [0, 4, 1], [10, 20, 30]],
... index=[4, 5, 6], columns=['A', 'B', 'C'])
df.iloc[1].loc["B"] = 999
df
A B C
4 0 2 3
5 0 999 1
6 10 20 30
```
This... | {
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] | closed | false | null | [] | null | 5 | 2020-10-22T08:38:06Z | 2020-10-22T09:16:39Z | 2020-10-22T09:15:39Z | MEMBER | null | Currently, there are many test files where we use the pandas namespace inconsistently: for example, we do
```
import pandas as pd
from pandas import DataFrame
```
and then one test function uses `pd.DataFrame`, the other `DataFrame`.
The goal here is to be consistent: each file should either just contain pd.Dat... | {
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=========================== short test summary info ============================
FAILED pandas/tests/computation/test_eval.py::TestEvalNumexprPandas::test_binary_arith_ops
= 1 failed, 14730 passed, 11 skipped, 1 xfailed, 37 warnings in 672.01s (0:11:12) =
```
e.g. https://travis-ci.org/github/pandas-dev/pand... | {
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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
In [1]: import pandas as... | {
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- [x] I have confirmed this bug exists on the latest version of pandas.
- [x] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Problem description
I ran across a situation where I needed to ensure that a P... | {
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- [ ] tests added / passed
- [ ] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
This is to resolve #37344. I've never contributed to Pandas before, so may need guidance to proceed. | {
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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.
---
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- [ ] tests added / passed
- [x] benchmarks added
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
To illustrate the speed-up, the set-up is (from OP):
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import numpy as np
import pandas as pd
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cc: @jreback
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> as a followup we might want to update the contributing docs to put a pointer to these types of checks here (e.g. rather than just mentioning code_checks.sh) esp as we are using these a lot more now | {
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If you have a DataFrame with many rows, it incorrectly shows 60 (max_rows) rows in the truncated repr intead of 10 (min_ro... | {
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- [ ] tests added / passed
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Not adding anything to CI as it's arguably not worth it for just a single file | {
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For this to work, we will need whoever owns the repo to [create an access token](https://github.com/technote-space/create-pr-action#github_token) and add it as secre... | {
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- [ ] tests added / passed
- [ ] passes `black pandas`
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Fix display logic in number of rows,
explained here https://pandas.pydata.org/docs/dev/user_guide/options.html#frequently-used-options | {
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```python
x = pd.DataFrame({"a": [1]}, index=pd.DatetimeIndex(["2020-10-22 01:21:00+00:00"]))
x["b"] = 2
class mystring(str):
pass
x[mystring("b")] # works
x[mystring("c")] = 3 # error!
```
We are specifically interested in this because we've been trying to move towards usi... | {
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In addition, I also changed to let infer_dtype fall back to inferring from the scalar elements if the array-like is not recognized directly (now it raises an error, which doesn't seem very useful?) | {
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split datetime/timezone/period related tests
- [ ] closes #xxxx
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This commit adds a step to call `__finalize__` in `DataFrame.unstack`, as motivated by #28283. Adding this step also prevents needing a step to call... | {
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This PR fixes that by ensuring we always have a numpy array, avoiding the trips to python level code.
``` python
>>> n = 5... | {
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- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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xref #30228 | {
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https://pandas.pydata.org/pandas-docs/version/0.22.0/generated/pandas.DataFrame.aggregate.html#pandas.DataFrame.aggregate
[this should provide the location of the documentation, e.g. "pandas.read_csv" or the URL of the documentation, e.g. "https://dev.pandas.io/docs/reference/api/... | {
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----
example: if I apply
```diff
diff --git a/pandas/io/formats/info.py b/pandas/io/fo... | {
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Added finalize reference to append, merge, eval, diff, applymap, and update. Removed the ignore marks from the associated tests.
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https://github.com/pytest-dev/pytest-xdist/issues/432
<details>
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INSTALLED VERSIONS
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+ 1.35±0.02ms 2.17±0.5ms 1.61 rolling.EWMMethods.time_ewm('Series', 1000, 'float', 'std')
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Add day_of_week property to respective tests for each class.
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In #36845 the RST files were updated to normalize usage of the word "pandas". The following tokens were replaced:
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test_rolling_var_numerical_issues added in #37055 cc @phofl | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37399 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37399/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37399/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37399/events | https://github.com/pandas-dev/pandas/issues/37399 | 728,983,239 | MDU6SXNzdWU3Mjg5ODMyMzk= | 37,399 | CI: enable 32bit build on CI | {
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] | closed | false | null | [] | null | 2 | 2020-10-25T09:50:24Z | 2020-10-25T20:08:49Z | 2020-10-25T20:08:26Z | MEMBER | null | the number of failures on the 32bit build on https://github.com/MacPython/pandas-wheels is starting to accumulate
we should consider having a 32bit build on CI to catch these earlier (and can be addressed by the people more familiar with the changes)
a snapshot of the failures on linux py_3.8_32
```
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The offender is actually #37321. Apparantly is's a bit slow to do the check using a generator like `com.any_none`.
```python
In [1]: from pandas import *
In [2]: idx_large_fast = RangeIndex(100000)
...: idx_small_slow = date_range(... | {
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Introduced with #37090
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cc @WillAyd
I started with raising a FutureWarning when merging nan on nan. This works, if ``left_index`` a... | {
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Passed sort through for right join too. Did not see a reason why not.
On a related note: I think outer joins return a inconsistent order too.
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Hi guys, just added tests for issue #28266. I'm participating in the Hacktoberfest event and would much appreciate it if someone put the label ‘hacktoberfest-accepted’ ... | {
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- [ ] closes #xxxx
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---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/... | {
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**Note**: Please read [this guide... | {
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#### Code Sample, a copy-pastable example
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import pandas as pd
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