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Closes #29112
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This PR basically deals with three issue:
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Since the behavior is common in styling (for reports etc.), suggest to add this
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https://api.github.com/repos/pandas-dev/pandas/issues/29121 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29121/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29121/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29121/events | https://github.com/pandas-dev/pandas/pull/29121 | 509,667,342 | MDExOlB1bGxSZXF1ZXN0MzMwMTY5MDE4 | 29,121 | REF: avoid getattr pattern for unstack, assorted cleanups | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29122 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29122/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29122/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29122/events | https://github.com/pandas-dev/pandas/pull/29122 | 509,670,782 | MDExOlB1bGxSZXF1ZXN0MzMwMTcxNTg5 | 29,122 | Make color validation more forgiving | {
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"followers_url": "https://api.github.com/users/wesm... | 9 | 2019-10-20T23:48:28Z | 2020-04-27T15:34:39Z | 2019-11-10T14:44:10Z | CONTRIBUTOR | null | The current version throws a false positive if the style string contains `s` or `o`, which are valid marker styles and not colors. For example:
```
style='s', color='C3'
```
should be legal, but currently throws an error.
My suggestion is to check for only the letters that are color codes.
- [ ] closes #... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29123 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29123/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29123/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29123/events | https://github.com/pandas-dev/pandas/issues/29123 | 509,706,190 | MDU6SXNzdWU1MDk3MDYxOTA= | 29,123 | conflict | {
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] | closed | false | null | [] | null | 1 | 2019-10-21T03:09:44Z | 2019-10-21T03:46:42Z | 2019-10-21T03:44:54Z | NONE | null | #### Code Sample, a copy-pastable example if possible
```python
import pandas as pd
df = pd.read_csv('file.csv')
```
#### Problem description
The problem I ran into is that it's telling me that read_csv is not a thing, I'm not sure what's going on here.
![image](https://user-images.githubusercontent.com/... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29124 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29124/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29124/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29124/events | https://github.com/pandas-dev/pandas/pull/29124 | 509,737,132 | MDExOlB1bGxSZXF1ZXN0MzMwMjIyNzk1 | 29,124 | Fixed Inconsistent GroupBy Output Shape with Duplicate Column Labels | {
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- [X] tests added / passed
- [X] passes `black pandas`
- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [X] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/29125 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29125/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29125/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29125/events | https://github.com/pandas-dev/pandas/issues/29125 | 509,753,317 | MDU6SXNzdWU1MDk3NTMzMTc= | 29,125 | Unify error messages when opening inexistent excel/csv file | {
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```
import pandas as pd
pd.read_csv('file_1.csv')
IOError: [Errno 2] File file_1.csv does not exist: 'file_1.csv'
pd.read_excel('file_2.xlsx')
IOError: [Errno 2] No s... | {
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```python
>>> pd.__version__
'0.25.1'
>>> np.__version__
'1.17.2'
>>> s1 = pd.Series(data=[1,2,3,4,5,6,np.nan,np.nan])
>>> series.var(ddof=0)
3.5
>>> s1 = pd.Seri... | {
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#### Code Sample
```python
import pandas as pd
df = pd.DataFrame({'C1':['abc','def'],'C2':[2,1]})
print(df.groupby("C1").C2.nlargest(1).reset_index())
df = pd.DataFrame({'C1':['abc','abc','def','def'],'C2':[2,3,2,1]})
print(df.gr... | {
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```python
import pandas as pd
left = pd.Series(['2019-... | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
This issue needs to be addressed before #28541 can be merged
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https://api.github.com/repos/pandas-dev/pandas/issues/29132 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29132/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29132/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29132/events | https://github.com/pandas-dev/pandas/issues/29132 | 510,056,375 | MDU6SXNzdWU1MTAwNTYzNzU= | 29,132 | NDFrame.interpolate(): variable 'ax' not assigned when axis='index' | {
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```python
>>> import numpy as np
>>> import pandas as pd
>>> df = pd.DataFrame(np.zeros((3,2)), columns=['a','b'])
>>> df.iloc[1] = np.nan
>>> df
a b
0 0.0 0.0
1 NaN NaN
2 0.0 0.0
>>> df.interpolate(axis=0)
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] | closed | false | null | [] | null | 10 | 2019-10-21T16:03:54Z | 2020-01-16T00:33:46Z | 2019-11-07T01:39:35Z | MEMBER | null | While working on #29124 I found a lot of general uses for this, but had to keep importing in the function body to prevent circular imports. By switching the isinstance checks to using ABC classes and moving the import of Index objects those circular imports can *mostly* be done away with
The only thing left that was... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29135 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29135/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29135/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29135/events | https://github.com/pandas-dev/pandas/issues/29135 | 510,095,420 | MDU6SXNzdWU1MTAwOTU0MjA= | 29,135 | combine_first: 'DataFrame' object has no attribute 'dtype' with duplicate columns | {
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... | 8 | 2019-10-21T16:22:32Z | 2021-09-07T10:28:37Z | null | NONE | null | #### Code Sample, a copy-pastable example if possible
```python
df1 = pd.DataFrame([[1,np.nan],[3,4]], columns=['P','Q'], index=['A', 'B'])
df2 = pd.DataFrame([[5,6,7],[8,9,np.nan]], columns=['P','Q','Q'], index=['A', 'B'])
df1.combine_first(df2)
# or alternatively: df2.combine_first(df1)
```
#### Problem desc... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29136 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29136/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29136/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29136/events | https://github.com/pandas-dev/pandas/issues/29136 | 510,193,016 | MDU6SXNzdWU1MTAxOTMwMTY= | 29,136 | DataFrame.rename only validates column arguments | {
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This fails as you would hope
```python
>>> df = pd.DataFrame([[1]])
>>> df.rename({0: 1}, columns={0: 2}, axis=1)
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/Users/williamayd/clones/pandas/pandas/util/_decor... | {
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Pandas.DataFrame.to_sql() assumes that if no table exists it should create one. In the specific case where a user wants to simply insert records, but not have to_sql() generate a table if it doesn't exist this causes problems. There is also no way to currently override the default behavior o... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29139 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29139/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29139/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29139/events | https://github.com/pandas-dev/pandas/pull/29139 | 510,249,376 | MDExOlB1bGxSZXF1ZXN0MzMwNjU0MzA0 | 29,139 | CLN: remove Block._try_coerce_arg | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29140 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29140/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29140/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29140/events | https://github.com/pandas-dev/pandas/pull/29140 | 510,295,970 | MDExOlB1bGxSZXF1ZXN0MzMwNjk1MDgx | 29,140 | Convert DataFrame.rename to keyword only; simplify axis validation | {
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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
I think we can greatly simplify core if we update our assumptions around the axes of dimensions we deal with. I came to this change t... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29141 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29141/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29141/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29141/events | https://github.com/pandas-dev/pandas/issues/29141 | 510,309,548 | MDU6SXNzdWU1MTAzMDk1NDg= | 29,141 | BUG: regression on master in groupby agg with ExtensionArray | {
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```
In [1]: from pandas.tests.extension.decimal import DecimalArray, make_data
In [2]: df = pd.DataFrame({'id': [0,0,0,1,1], 'decimals': DecimalArray(make_data()[:5])})
In [3]: df.groupby('id')['decimals'].agg(lambda x: x.iloc[0])
Out[8]:
id
0 0.8319227... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29142 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29142/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29142/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29142/events | https://github.com/pandas-dev/pandas/pull/29142 | 510,396,952 | MDExOlB1bGxSZXF1ZXN0MzMwNzc4Nzk4 | 29,142 | BUG: fix non-existent variable in NDFrame.interpolate | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
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- [x] closes #2829... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29144 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29144/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29144/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29144/events | https://github.com/pandas-dev/pandas/pull/29144 | 510,492,547 | MDExOlB1bGxSZXF1ZXN0MzMwODU3MjY2 | 29,144 | BUG/TST: ensure groupby.agg preserves extension dtype | {
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@jbrockmendel this is adding the cases I found in https://github.com/pandas-dev/pandas/issues/29141. It does a small revert of catching an error to get them passing, but then your PR can fix it properly? | {
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... | open | false | null | [] | null | 7 | 2019-10-22T08:58:49Z | 2021-07-22T05:09:39Z | null | NONE | null | Hi,
I've been using method chaining to write most of my data wrangling processes and one of the things that bother me a bit is to modify column names as part of the chain.
With a static list of column names, ```df.set_axis``` can do the work. But in the following cases, I have to use `df.columns=xxx` to modify the... | {
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```python
df = pd.DataFrame([[1,np.nan,3],[np.nan, 2,np.nan],[2,3,np.nan]])
0 1 2
0 1.0 NaN 3.0
1 NaN 2.0 NaN
2 2.0 3.0 NaN
df.fillna(method='pad', axis=0)
0 1 2
0 1.0 NaN 3.0
1 1.0 2.0 3.0
2 ... | {
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* Replaced TestData usage in `pandas/tests/series/test_replace.py` with fixtures
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* Replaced TestData usage in `pandas/tests/series/test_repr.py` with fixtures
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https://api.github.com/repos/pandas-dev/pandas/issues/29150 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29150/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29150/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29150/events | https://github.com/pandas-dev/pandas/pull/29150 | 510,613,840 | MDExOlB1bGxSZXF1ZXN0MzMwOTU3MTk3 | 29,150 | Remove TestData from series-tests test_timeseries.py | {
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* Replaced TestData usage in `pandas/tests/series/test_timeseries.py` with fixtures
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https://api.github.com/repos/pandas-dev/pandas/issues/29151 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29151/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29151/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29151/events | https://github.com/pandas-dev/pandas/issues/29151 | 510,613,924 | MDU6SXNzdWU1MTA2MTM5MjQ= | 29,151 | DOC: contributors section for v0.24.0 shows too many contributors | {
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In the `doc/source/whatsnew/v0.24.0.rst` the culprit seems to be `contrib... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29152 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29152/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29152/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29152/events | https://github.com/pandas-dev/pandas/pull/29152 | 510,617,565 | MDExOlB1bGxSZXF1ZXN0MzMwOTYwMzMz | 29,152 | DOC: attempt to fix contributors for 0.24.0, 0.25.0/1/2 | {
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CC @TomAugspurger @jreback | {
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* Replaced TestData usage in `pandas/tests/series/test_api.py` with fixtures
- [x] tests added / passed
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- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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cc @WillAyd
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- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/29157 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29157/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29157/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29157/events | https://github.com/pandas-dev/pandas/issues/29157 | 510,697,831 | MDU6SXNzdWU1MTA2OTc4MzE= | 29,157 | Working with n rows in a concatenated df | {
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```python
# Your code here
So I have 3 different df. 2 of those df are per minute sensor readings and 3rd df is per hour readings.
I'm concatenating the 2 dfs in to a new df of per minute readings and I want to work on this new df (per minute values), do regre... | {
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] | closed | false | null | [] | null | 1 | 2019-10-22T14:37:30Z | 2019-10-22T14:51:59Z | 2019-10-22T14:51:59Z | NONE | null | #### Code Sample, a copy-pastable example if possible
```python
# Your code here
```
#### Problem description
[this should explain **why** the current behaviour is a problem and why the expected output is a better solution.]
**Note**: We receive a lot of issues on our GitHub tracker, so it is very possibl... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29159 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29159/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29159/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29159/events | https://github.com/pandas-dev/pandas/pull/29159 | 510,713,886 | MDExOlB1bGxSZXF1ZXN0MzMxMDQwMDU2 | 29,159 | Period 29073 | {
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- [ ] tests added / passed
- [ ] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/29160 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29160/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29160/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29160/events | https://github.com/pandas-dev/pandas/pull/29160 | 510,722,205 | MDExOlB1bGxSZXF1ZXN0MzMxMDQ2OTQz | 29,160 | BUG: AttributeError raised by map inside groupby reduction | {
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```python
date_index = pd.date_range("2019-08-26", "2019-09-20")
sessions = DataFrame(range(1, len(dates) + 1), index=date_index, columns=['foo'])
sessions.groupby(pd.Grouper(freq=pd.Timedelta(weeks=4), key='created_at', loffset='4W')).size()
```
#### Problem description
The above use ... | {
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] | closed | false | null | [] | null | 5 | 2019-10-22T16:03:32Z | 2020-04-23T14:32:52Z | 2020-04-23T14:32:42Z | NONE | null | Using .map() to x-walk values from a series, and ensure that only expected values are present.
This scenario works to convert np.nan values to empty strings on object dtypes, but does not replace np.nan on category dtype.
```python
import collections
import pandas as pd
import numpy as np
# "01" maps to ... | {
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cc @WillAyd @TomAugspurger | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29165 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29165/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29165/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29165/events | https://github.com/pandas-dev/pandas/issues/29165 | 510,815,996 | MDU6SXNzdWU1MTA4MTU5OTY= | 29,165 | ASV Benchmark - Time Standards | {
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"default"... | open | false | null | [] | null | 6 | 2019-10-22T17:58:43Z | 2019-10-28T15:12:54Z | null | MEMBER | null | TLDR - I think we need to cap our benchmarks at a maximum of .2 seconds. That's a long way off though, so I think should start with a cap of 1 second per benchmark
Right now we have some very long running benchmarks:
https://pandas.pydata.org/speed/pandas/#summarylist?sort=1&dir=desc
I haven't seen a definitiv... | {
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With all of the content in-between about pre-commit hooks, the phrase `"This command"` does not make sense any more in the documentation about this `flake8` caveat. | {
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Picks up where https://github.com/pandas-dev/pandas/pull/26353 left off | {
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This is removing/replacing TestData usage in the following files:
* `test_convert_to.py`
* `test_nonunique_indexes.py`
* `test_query_eval.py`
* `test_replace.py`
* `test_repr_info.py`
--------
- [x] tests added / passed
- [x] passes `black pandas`
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- [X] tests added / passed
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- [X] whatsnew entry
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This is a pretty old compat function that I think actually hides the errors we are looking for when run via load scheduling. I've converted to a mixture of `raise...from` and `raise (e).with_traceback()` depending on what was available. Not sure it matters too much either way
Let's see... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29176 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29176/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29176/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29176/events | https://github.com/pandas-dev/pandas/issues/29176 | 511,048,255 | MDU6SXNzdWU1MTEwNDgyNTU= | 29,176 | 404 Error: PDF Documentation Download | {
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https://pandas.pydata.org/pandas-docs/stable/pandas.pdf
Thank you in advance for fixing it. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29177 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29177/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29177/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29177/events | https://github.com/pandas-dev/pandas/pull/29177 | 511,055,201 | MDExOlB1bGxSZXF1ZXN0MzMxMzIzNjE0 | 29,177 | CLN: don't catch TypeError in _aggregate_item_by_item | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29178 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29178/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29178/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29178/events | https://github.com/pandas-dev/pandas/pull/29178 | 511,057,516 | MDExOlB1bGxSZXF1ZXN0MzMxMzI1NDg3 | 29,178 | CLN: Add types in a handful of places | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29179 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29179/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29179/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29179/events | https://github.com/pandas-dev/pandas/pull/29179 | 511,078,019 | MDExOlB1bGxSZXF1ZXN0MzMxMzQyNTAx | 29,179 | Fix mypy errors in testcommon py | {
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- [ ] 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/29180 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29180/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29180/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29180/events | https://github.com/pandas-dev/pandas/pull/29180 | 511,196,598 | MDExOlB1bGxSZXF1ZXN0MzMxNDM4NTg2 | 29,180 | TST: Test Series integer mod behavior on string | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29181 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29181/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29181/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29181/events | https://github.com/pandas-dev/pandas/issues/29181 | 511,279,183 | MDU6SXNzdWU1MTEyNzkxODM= | 29,181 | ImportError: Can't determine version for bottleneck | {
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conda create -n PANDAS pandas
activate PANDAS
python
```
```python
import pandas
```
Gives me
```python
ImportError: Can't determine version for bottleneck
```
#### Output of conda list
<details>
# Name Version Build Channel
blas 1.0 ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29182 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29182/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29182/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29182/events | https://github.com/pandas-dev/pandas/pull/29182 | 511,338,199 | MDExOlB1bGxSZXF1ZXN0MzMxNTU0NDIw | 29,182 | ENH: Add StringArray.__arrow_array__ for conversion to Arrow | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29183 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29183/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29183/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29183/events | https://github.com/pandas-dev/pandas/issues/29183 | 511,349,286 | MDU6SXNzdWU1MTEzNDkyODY= | 29,183 | UTF8 string dtype | {
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```py
>>> import numpy as np
>>> x = np.array(["ac", "bd"])
>>> x.nbytes / (len(x) * 2) # bytes per char
4.0
>>> df = pd.DataFrame({'a': x})
>>> df.dt... | {
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undefined control sequence. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29185 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29185/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29185/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29185/events | https://github.com/pandas-dev/pandas/pull/29185 | 511,415,073 | MDExOlB1bGxSZXF1ZXN0MzMxNjE3MzU5 | 29,185 | Debug 38 build | {
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@TomAugspurger @jorisvandenbossche | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29186 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29186/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29186/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29186/events | https://github.com/pandas-dev/pandas/pull/29186 | 511,426,503 | MDExOlB1bGxSZXF1ZXN0MzMxNjI2NzM4 | 29,186 | CLN: preempt TypeError for EAs in groupby agg_series | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29187 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29187/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29187/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29187/events | https://github.com/pandas-dev/pandas/issues/29187 | 511,433,622 | MDU6SXNzdWU1MTE0MzM2MjI= | 29,187 | Deprecate / Remove pandas.util.testing.assert_raises_regex | {
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"d... | closed | false | null | [] | null | 1 | 2019-10-23T16:18:04Z | 2019-10-23T16:21:25Z | 2019-10-23T16:21:24Z | MEMBER | null | As noted by @simonjayhawkins in https://github.com/pandas-dev/pandas/pull/29174#discussion_r337961652 we have some `assert_raises_regex` code laying around in pandas.util.testing that isn't used internally. Can rip out a chunk of code if we get rid of that.
I think we need to deprecate as pandas.util.testing is part... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29188 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29188/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29188/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29188/events | https://github.com/pandas-dev/pandas/pull/29188 | 511,465,521 | MDExOlB1bGxSZXF1ZXN0MzMxNjU3ODg1 | 29,188 | Fix mypy error in pandas/tests.indexes.test_base.py | {
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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/29189 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29189/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29189/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29189/events | https://github.com/pandas-dev/pandas/issues/29189 | 511,474,715 | MDU6SXNzdWU1MTE0NzQ3MTU= | 29,189 | groupby error when grouping by float index with non-unique values | {
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```python
pd.Series([2, 5, 6, 8], [2.0, 4.0, 4.0, 5.0]).groupby(level=0)
```
#### Problem description
This should just work instead of raising.
#### Expected Output
#### Output of ``pd.show_versions()``
<details>
pandas : 0.26.0.dev0+5... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29190 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29190/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29190/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29190/events | https://github.com/pandas-dev/pandas/pull/29190 | 511,498,912 | MDExOlB1bGxSZXF1ZXN0MzMxNjg1MTkz | 29,190 | BUG: Preserve key order when using loc on MultiIndex DataFrame | {
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"color": "20... | closed | false | null | [] | null | 7 | 2019-10-23T18:31:44Z | 2020-03-16T19:31:41Z | 2020-01-18T19:38:02Z | CONTRIBUTOR | null | This is another implementation to solve the issue described in #22797.
The other PR is #28933. When the other PR keep the main code identical and resort the indexer at the end, this implementation try to resolve the problem in the main loop of the original code.
The solution also as consequences on the performance ... | {
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- [ ] tests added / passed
- [ ] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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Hey guys, I started working on a way to make testing.assert_frame_equal accept an argument so it can test equals a frame with duplicate index just... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29192 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29192/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29192/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29192/events | https://github.com/pandas-dev/pandas/pull/29192 | 511,523,724 | MDExOlB1bGxSZXF1ZXN0MzMxNzA1NTU0 | 29,192 | Removed generate_bins_generic | {
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"d... | closed | false | null | [] | null | 5 | 2019-10-23T20:05:14Z | 2020-01-01T18:34:42Z | 2020-01-01T18:34:41Z | CONTRIBUTOR | null | - [x] closes #21094
- [ ] tests added / passed
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I just made the test that was requested in this issue but in fact it isn't actually passing like mentioned there. Maybe my master is not updated for... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29194 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29194/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29194/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29194/events | https://github.com/pandas-dev/pandas/pull/29194 | 511,562,728 | MDExOlB1bGxSZXF1ZXN0MzMxNzM4MDA1 | 29,194 | CLN: dont catch Exception in _aggregate_frame | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29196 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29196/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29196/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29196/events | https://github.com/pandas-dev/pandas/pull/29196 | 511,624,127 | MDExOlB1bGxSZXF1ZXN0MzMxNzg4NDc2 | 29,196 | Added io Annotation | {
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The last remaining argument still has a slew of issues with it (provided below for reference) so leaving that for now
```sh
pandas/io/common.py:439: error: Incompatible types in assignment (expression has type "GzipFile... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29197 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29197/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29197/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29197/events | https://github.com/pandas-dev/pandas/issues/29197 | 511,631,455 | MDU6SXNzdWU1MTE2MzE0NTU= | 29,197 | MyPy Error Codes | {
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http://mypy-lang.blogspot.com/2019/09/mypy-730-released.html
I think we should add these to CI and update docs to require these going forward for any `type: ignore` statements
@simonjayhawkins | {
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https://dev.azure.com/pandas-dev/pandas/_build/results?buildId=19314&view=logs&jobId=5ddd427e-1f95-5998-4195-7ffbeb9b114d&taskId=2d75e2dd-4c84-5053-e835-c449aeb02662&lineStart=256&lineEnd=257&colStart=1&colEnd=1
Interestingly enough the Linux py36_locale_slow_old_n... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29200 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29200/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29200/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29200/events | https://github.com/pandas-dev/pandas/pull/29200 | 511,807,479 | MDExOlB1bGxSZXF1ZXN0MzMxOTM0OTQw | 29,200 | BUG: Changed the way duplicated() handles empty dataframe | {
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- [ ] tests passed
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https://api.github.com/repos/pandas-dev/pandas/issues/29202 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29202/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29202/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29202/events | https://github.com/pandas-dev/pandas/pull/29202 | 511,879,676 | MDExOlB1bGxSZXF1ZXN0MzMxOTk0NjA4 | 29,202 | Change unused loop variable to _ | {
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I've always found it hard to remember which axis (`0/"index"` vs. `1/"columns"`) does what for various operations. I suppose some people find it intuitive, while others (like me) find it confusing and inconsistent.
Case in point, `DataFrame.sum` vs. `DataFrame.drop`: if I wa... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29204 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29204/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29204/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29204/events | https://github.com/pandas-dev/pandas/issues/29204 | 511,957,772 | MDU6SXNzdWU1MTE5NTc3NzI= | 29,204 | DOCS: docstrings formatting errors in pandas.PeriodIndex | {
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#28602
#27977
```
./scripts/validate_docstrings.py --errors=PR09
```
```
pandas.PeriodIndex: Parameter "data" description should finish with "."
pandas.PeriodInd... | {
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https://github.com/pandas-dev/pandas/pull/28394#issuecomment-5456527290
for more, but the types on these were being inferred incorrectly by
mypy with just the addition of the `allows_duplicate_labels` kwarg.
cc @simonjayhawkins & @WillAyd. Hopefully I got things correct.... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29206 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29206/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29206/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29206/events | https://github.com/pandas-dev/pandas/pull/29206 | 512,058,193 | MDExOlB1bGxSZXF1ZXN0MzMyMTQxNTIw | 29,206 | Turn on wget output | {
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A quick grep shows the following - if anyone would like to clean these up by deleting the noqa should make for an easy contrib... | {
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<b>Straightforward Circular Dependencies</b>
- [ ] imports from `pd.core.util.hashing` in `pd.util.... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/29213 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/29213/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/29213/comments | https://api.github.com/repos/pandas-dev/pandas/issues/29213/events | https://github.com/pandas-dev/pandas/issues/29213 | 512,192,391 | MDU6SXNzdWU1MTIxOTIzOTE= | 29,213 | BUG: pd.Dataframe.from_dict when first value is a list | {
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"description": "Series/DataFrame/Index/p... | open | false | null | [] | null | 3 | 2019-10-24T21:32:56Z | 2020-09-22T01:33:43Z | null | NONE | null | #### Reproducible example:
```python
import pandas as pd
tmp_scen = {'name': 'Current conditions',
'actionSet': ['not_irrigated', 'cover_crop_none', 'mar_none'],
'cost': 0.0,
'totalNitrogen': 9.649798364504209,
'totalPhosphorus': 2.4570326616674745,
'sediment': 1.2039077716577735,
'appliedWater': 11... | {
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