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https://api.github.com/repos/pandas-dev/pandas/issues/40619 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/40619/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/40619/comments | https://api.github.com/repos/pandas-dev/pandas/issues/40619/events | https://github.com/pandas-dev/pandas/pull/40619 | 840,160,672 | MDExOlB1bGxSZXF1ZXN0NjAwMDY2NDMy | 40,619 | REF: share _maybe_downcast between Block subclasses | {
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
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https://api.github.com/repos/pandas-dev/pandas/issues/40621 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/40621/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/40621/comments | https://api.github.com/repos/pandas-dev/pandas/issues/40621/events | https://github.com/pandas-dev/pandas/pull/40621 | 840,318,176 | MDExOlB1bGxSZXF1ZXN0NjAwMjExNTEw | 40,621 | BUG: groupby any/all raising on extension types | {
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... | closed | false | null | [] | null | 3 | 2021-03-24T23:24:08Z | 2021-04-06T17:57:35Z | 2021-04-06T17:57:35Z | MEMBER | null | - [x] closes #40585
- [x] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
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Will follow up by looking into #37506 so that the `skipna=False` case can also be handled ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/40622 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/40622/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/40622/comments | https://api.github.com/repos/pandas-dev/pandas/issues/40622/events | https://github.com/pandas-dev/pandas/issues/40622 | 840,437,297 | MDU6SXNzdWU4NDA0MzcyOTc= | 40,622 | ENH: How about "cannot reindex from an index with duplicate values"? | {
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I spent quite a bit of time trying to figure out what this message means:
`*** ValueError: cannot reindex from a duplicate axis`
#### Describe the solution you'd like
It would have been much easier for me to figure out what I was doing wrong with the mess... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/40623 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/40623/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/40623/comments | https://api.github.com/repos/pandas-dev/pandas/issues/40623/events | https://github.com/pandas-dev/pandas/pull/40623 | 840,446,554 | MDExOlB1bGxSZXF1ZXN0NjAwMzMyNzcz | 40,623 | TYP: intp in libalgos | {
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/40624 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/40624/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/40624/comments | https://api.github.com/repos/pandas-dev/pandas/issues/40624/events | https://github.com/pandas-dev/pandas/issues/40624 | 840,479,252 | MDU6SXNzdWU4NDA0NzkyNTI= | 40,624 | BUG: Arithmetic operations on 0 length ExtensionArrays aren't tested | {
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... | 1 | 2021-03-25T01:41:01Z | 2021-07-01T21:41:36Z | null | NONE | null | pint-pandas includes the arithmetic tests, but had an issue opened for performing addition on a 0 length PintArray. I don't think this is tested in the EA tests.
```
import pint_pandas
import numpy as np
import pint
import pandas as pd
PA_= pint_pandas.PintArray
PT_ = pint_pandas.PintType
ureg=pint.get_app... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/40625 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/40625/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/40625/comments | https://api.github.com/repos/pandas-dev/pandas/issues/40625/events | https://github.com/pandas-dev/pandas/pull/40625 | 840,532,139 | MDExOlB1bGxSZXF1ZXN0NjAwNDA1MzQz | 40,625 | REF: SingleBlockManager dont subclass BlockManager | {
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Motivation: putting BlockManager constructor in cython gives a much bigger gain if we can define `__cinit__`, and we can't do that with the two subclasse... | {
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... | closed | false | null | [] | null | 1 | 2021-03-25T04:49:03Z | 2021-03-25T20:25:07Z | 2021-03-25T20:24:20Z | NONE | null | I'm not sure that the current behavior is right, so I would like to ask.
When I have a non-empty Dataframe I can use `sum(level=['Project', 'Task''])` to get the MultiIndex Dataframe as my expectation. But when I try to sum the empty Dataframe, I got Index Dataframe instead of MultiIndex Dataframe and It has no ind... | {
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- [x] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
- [x] whatsnew entry
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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.
---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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---
#### Code Sample, a copy-pastable example
```python
# Your code here
import pandas as pd
pd.read_excel('2a/07AAUFG6881H1ZP_012021_R2A.xlsx',sheet_name='B2B',skiprows=6, engine='openpyxl').shape
Ouput- (24, 24)
```
#### Problem description
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https://api.github.com/repos/pandas-dev/pandas/issues/40637 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/40637/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/40637/comments | https://api.github.com/repos/pandas-dev/pandas/issues/40637/events | https://github.com/pandas-dev/pandas/pull/40637 | 841,124,073 | MDExOlB1bGxSZXF1ZXN0NjAwOTA0MjU0 | 40,637 | DOC: release notes for 1.3.0 Styler | {
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"followers_url": "https://api.github.com/users/j... | 2 | 2021-03-25T16:53:49Z | 2021-04-03T06:09:46Z | 2021-04-02T21:37:23Z | CONTRIBUTOR | null | Added a note to the enhancements section detailing some different upgrades to `Styler` for 1.3.0
If this is not standard or unnecessary just close this PR - I'm only including it in case it is helpful (it is not for self-publication), so I am completely indifferent!
Hopefully there will be one or two more items t... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/40638 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/40638/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/40638/comments | https://api.github.com/repos/pandas-dev/pandas/issues/40638/events | https://github.com/pandas-dev/pandas/issues/40638 | 841,135,984 | MDU6SXNzdWU4NDExMzU5ODQ= | 40,638 | BUG: PandasArray.to_numpy mishandles na_value | {
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... | null | 1 | 2021-03-25T17:07:44Z | 2021-04-19T23:17:36Z | null | MEMBER | null | Problem is here:
https://github.com/pandas-dev/pandas/blob/acacff35b1fe87875e2fddccbbadbc1c6834d156/pandas/core/arrays/numpy_.py#L358-L364
Since `na_value` is handled after the dtype conversion, calls like
```
arr = pd.array([pd.NA, 1], dtype="string")
arr.to_numpy(na_value=True, dtype=bool)
```
fail. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/40639 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/40639/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/40639/comments | https://api.github.com/repos/pandas-dev/pandas/issues/40639/events | https://github.com/pandas-dev/pandas/pull/40639 | 841,254,483 | MDExOlB1bGxSZXF1ZXN0NjAxMDE0MDc1 | 40,639 | DOC array_algos/take method format update | {
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https://api.github.com/repos/pandas-dev/pandas/issues/40640 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/40640/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/40640/comments | https://api.github.com/repos/pandas-dev/pandas/issues/40640/events | https://github.com/pandas-dev/pandas/issues/40640 | 841,324,943 | MDU6SXNzdWU4NDEzMjQ5NDM= | 40,640 | Consolidate into contributing_environment.rst | {
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"... | null | 1 | 2021-03-25T21:32:13Z | 2021-04-04T17:14:58Z | 2021-04-04T17:14:58Z | CONTRIBUTOR | null | If you could also make `contributing_environment.rst` which includes _both_ Docker instructions as well as non-Docker, and remove `env_outside_docker`, that'd be great, else it can be a follow-up PR
_Originally posted by @MarcoGorelli in https://github.com/pandas-dev/pandas/issues/40130#issuecomment-803026178_ | {
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def test_display_format(styler):
def test_format_dict(styler):
def test_format_string(styler): [added new]
def test_format_callable(styler): [added new]
def test_format_with_na_rep():
def test_format_non_numeric_n... | {
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The downside is, that the downloadable notebook is not as pretty as before (because it contains raw cells with reST code).
Is this something worth the effort?
- [ ] closes #40645
- [ ] tests added / pas... | {
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https://pandas.pydata.org/pandas-docs/stable/user_guide/style.html
#### Documentation problem
The page lacks links to the referenced objects (`DataFrame`, `Series`, ... but most importantly `Styler`).
#### Suggested fix for documentation
Links should be included. This c... | {
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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.
---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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... | 3 | 2021-03-26T11:14:24Z | 2021-05-02T17:16:02Z | null | NONE | null | #### feature request and related problem
If a table does not exist pd.to_sql is unconditionnally creating it. There are situations, where this is not acceptable.
There are application strategies where this has to be avoided. Eg. in case failed name matching the ISERT might have to fail and signal, that programcode... | {
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- [x] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
- [x] whatsnew entry
Prior to this fix, a blank data row after a MultiIndex header was a interpreted as contain... | {
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Before:
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ASV's (on `N = 5_000_000` instead of `N = 1_000_000` on the added benchmark to get more stable results):
<details>
```
before after ratio
[3a973b6d] [2fa80ad0]
<master> <perf/masked_cummin/max>
- 297±10ms 241... | {
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#### Is your feature request related to a problem?
Currently, there is no way to work with arbitrary nested data types in Pandas.
In Spark and PyArrow, one can have StructTypes. In NumPy, we... | {
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- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
Introduces IntpHashMap. Instead of making it from the scratch, we map the functionality either to Int32HashMap or Int64HashMap depend... | {
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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.
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- [x] tests added / passed
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ASV's look unaffected:
<details>
```
before after ratio
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- [x] I have confirmed this bug exists on the latest version of pandas.
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---
#### Code Sample, Minimal
The data:
```python
>>> d = pd.DataFrame(
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- [x] I have confirmed this bug exists on the latest version of pandas.
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
```python
bins = range(0,20,3)
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- [x] I have confirmed this bug exists on the latest version of pandas.
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
```python
# works
foo = np.array([1... | {
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- [x] I have confirmed this bug exists on the latest version of pandas.
---
#### Code Sample, a copy-pastable example
```python
import pandas as pd
df = pd.DataFrame(columns=['a', 'b'], index=range(6))
# Slicings that work
df[::2] = 1
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- [ x ] tests added / passed
- [ x ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
- [ x ] whatsnew entry updated in docs
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Trivial typo fix of `min_periods` from `min_peridos` in the Overview of the [Windowing](https://pandas.pydata.org/docs/user_guide/window.html) User Guide section.
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Fixes Issue #40666 | {
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- [ ] tests added / passed
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https://github.com/pandas-dev/pandas/blob/029907c9d69a0260401b78a016a6c4515d8f1c40/pandas/core/frame.py#L9581-L9584
Like you have here:
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
- [ ] whatsnew entry
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... | open | false | null | [] | null | 8 | 2021-03-29T00:45:06Z | 2021-04-02T21:13:09Z | null | 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.
- present in v1.2.3
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
```python
imp... | {
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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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- [x] copy mechanics (#42187)
- [x] clear mechanics (#42271)
- [x] export mechanics (#43318)
- [x] use mechanics (#43318)
# Post
The 4 methods attached to Styler have weakly defined purposes and implementation. Some recent PRs have sought to address this
[#40664 and #39975] but none go ... | {
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_I wish I could use pandas to_ drop NaN values using a threshold that is a fraction of the total column/row, not an absolute number. See detailed example below.
#### Describe the solution you'd like
**thresh** : int or float, optional
Where int, requires ... | {
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test_astype_float and test_fillna_args were later added in #37974 and #37987 respectively.
This PR doesn't fix (although will be looking at the all the xfailed tests i... | {
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This also includes a change to inference, which could be broken off if not wanted as part of a TST PR.
more tests to change once fixture in play and also some paramete... | {
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... | 19 | 2021-03-29T16:18:42Z | 2021-08-19T21:53:25Z | null | CONTRIBUTOR | null | #### Location of the documentation
https://pandas.pydata.org/Pandas_Cheat_Sheet.pdf
#### Potential Cheat Sheet Improvements
Per discussion at https://github.com/pandas-dev/pandas/pull/39806#pullrequestreview-590105681 , add a third page to the cheat sheet:
- More visualization examples that use pandas plott... | {
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
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only real perf impact is one case where we currently do a complex->object->complex cast tha... | {
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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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- [x] tests added / passed
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stumbled accross this one | {
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- [x] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
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This will also un-block making a .pyi for lib.pyx | {
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https://api.github.com/repos/pandas-dev/pandas/issues/40685 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/40685/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/40685/comments | https://api.github.com/repos/pandas-dev/pandas/issues/40685/events | https://github.com/pandas-dev/pandas/issues/40685 | 843,920,711 | MDU6SXNzdWU4NDM5MjA3MTE= | 40,685 | BUG: idxmin and idxmax fail for groupby of decimal columns | {
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- [x] I have confirmed this bug exists on the latest version of pandas.
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
```python
# Your code here
import p... | {
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... | 2 | 2021-03-29T23:52:06Z | 2021-08-27T02:40:03Z | null | NONE | null | #### Is your feature request related to a problem?
As of SQLAlchemy 1.4, there is a new syntax available that will become the only syntax in version 2.0+. Pandas uses SQLAlchemy for performing SQL IO, particularly in ``DataFrame.to_sql`` and ``pd.read_sql`` (via ``pd.read_sql_query`` and ``pd.read_sql_table``). This... | {
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- [x] I have confirmed this bug exists on the latest version of pandas.
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
```python
import pandas as pd
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1 spell correction.
1 uncomment and add an extra cell for clarity.
2 move creation of internal classes to relevant section.
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It is well-documented that the default data frame is not the most size efficient. To do that we have to manually convert each column to their respectively smallest datatype possible.
This will involve the conversion of categorical and downsizing of integers & floats as stated in pandas [documentation]... | {
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---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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#### Code Sample, a copy-pastable example
```python
In [1]: import pandas as pd
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- [x] closes #38787
- [x] tests added / passed
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It is currently possible to define custom window rolling as explained in [documentation](https://pandas.pydata.org/pandas-docs/stable/user_guide/window.html#custom-window-rolling).
It is required to subclass `BaseIndexer` and define ones' own `get_window_bounds`.
In case w... | {
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cc @jbrockmendel | {
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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.
---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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- [x] I have confirmed this bug exists on the latest version of pandas.
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
```python
s = pd.Series(range(2),
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- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
I was installing the development environment and i... | {
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> Enable the string methods for the arrow-backed StringArray. This might also need some additional changes in the string accessor code (eg to dispatch extract to the underlying array as well)
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
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import pandas as pd
from matplotlib import pyplot as plt
series = [pd.Series([1,2,3,4]) for _ in range(4)]
nrow, ncol = 2, 2
fig, axes = plt.subplots(nrow, ncol)
axes = axes.reshape(-1)
for i, s in enumerate(series):
s.plot(ax=axes[i])
plt.tight_layout()
```
#### Problem description
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- [ ] tests added / passed
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