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cc @jreback @jorisvandenbossche
This would deprecate #37796 before removing it. | {
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**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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@jorisvandenbossche picked build at random. we can discuss here what the preferences are? cc @jreback | {
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we should periodically update the tested packages as they become available. | {
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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
pandas.read_excel("data.xl... | {
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Is there a better way to test, if the object is a view?
cc @jbrockmendel
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Follow up to #37639. Close file handles as early as possible.
Remove `close` calls that are already within a try-except/finally block that closes the file handles.
Add `close` call for `read_json` when we read the... | {
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in the same test file. This fixes some of these
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imported class.
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Seeing error in CI: https://dev.azure.com/pandas-dev/pandas/_build/results?buildId=47726&view=logs&j=acc1347f-8235-55b0-95c7-0e2189e61659&t=486f34f1-eda6-516a-fc5d-d8195128dacd
Skip logic same as `test_to_excel` in this file
cc @jreback | {
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Continues the work of lpkirwin in #37838.
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Co-authoerd-by: Abdulellah Alnumay <33042538+Abo7atm@users.noreply.github.com>
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Updates the script for inconsistent namespace usage. To be merged after all the errors are fixed with the updated script. The script is described h... | {
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``frame_or_series`` not know here.
cc @simonjayhawkins | {
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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
- [x] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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Another script that looks unused and undocumented
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```
(pandas-dev) fangchenli@Fangchens-MacBook-Pro pandas-fangchenli % python setup.py version
running version
keywords are unexpanded, not using
got version from VCS {'version': '1.2.0.dev0+1185.g82894a4b6', 'full-revisionid': '82894a4b6329b8af74bb9c593858453a01b91bf6', 'dirty':... | {
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Since #37639, `ExcelWriter` opens the file which will create it. | {
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When I cast the type with `astype` for `Index` or `Series`,
I noticed that their behavior for `bool` casting is slightly different.
```python
>>> pd.Series([1, None]).astype(bool)
0 True
1 True
dtype: bool
>>> pd.Index([1, None]).astype(bool)
Index([True, False], dtype=... | {
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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/37862 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37862/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37862/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37862/events | https://github.com/pandas-dev/pandas/pull/37862 | 743,280,523 | MDExOlB1bGxSZXF1ZXN0NTIxMjEyNTkx | 37,862 | CLN/TYP: pandas/io/formats/excel.py | {
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- [ ] tests added / passed
- [ ] passes `black pandas`
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- [ ] whatsnew entry
- Handle two type ignore items in ``pandas/io/formats/excel.py``
- De-duplicate ``has_aliases`` variable by extracting property
- Add typing for ite... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37863 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37863/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37863/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37863/events | https://github.com/pandas-dev/pandas/issues/37863 | 743,291,862 | MDU6SXNzdWU3NDMyOTE4NjI= | 37,863 | API/BUG: DatetimeIndex.argsort does not match DatetimeArray.argsort | {
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Changing the DTI method (actually the DTI/TDI/PI methods) to match their array counterparts breaks 12 tests, 11 of them resample, 1 test_grouping. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37864 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37864/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37864/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37864/events | https://github.com/pandas-dev/pandas/pull/37864 | 743,293,228 | MDExOlB1bGxSZXF1ZXN0NTIxMjIxODgw | 37,864 | ENH: Implement cross method for Merge Operations | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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This is a first draft of a ``cross`` method for merge operations. As suggested by @jreback I added a new column and dispatched to ``inner`` as a firs... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37866 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37866/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37866/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37866/events | https://github.com/pandas-dev/pandas/issues/37866 | 743,299,695 | MDU6SXNzdWU3NDMyOTk2OTU= | 37,866 | TYP: NDFrame sort_values signature | {
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The question is related to method ``sort_values`` of ``NDFrame``, ``DataFrame`` and ``Series``.
When trying to close one issue in (#37715) below
```
pandas/core/frame.py:5361: def sort_values( # type: ignore[override]
```
I found out that the function signatures for ``ND... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37867 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37867/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37867/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37867/events | https://github.com/pandas-dev/pandas/pull/37867 | 743,302,436 | MDExOlB1bGxSZXF1ZXN0NTIxMjI4NTI4 | 37,867 | API: membership checks on ExtensionArray containing NA values | {
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"followers_url": "https://api.github.com/users/j... | 21 | 2020-11-15T17:22:18Z | 2020-12-03T19:11:39Z | 2020-11-29T19:11:30Z | CONTRIBUTOR | null | Membership checks on ExtensionArrays containing `NA` values raises ValueError in some circumstances (but not in other):
```python
>>> arr1 = pd.array(["a", pd.NA])
>>> arr2 = pd.array([pd.NA, "a"])
>>> "a" in arr1
True # ok
>>> "a" in arr2
TypeError: boolean value of NA is ambiguous # not ok
>>> pd.NA in ar... | {
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Precursor for #37320
Refactor ``pandas/io/formats/info.py`` to simplify further introduction of ``Series.info``.
Basically what is done here:
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Currently 4 tests failing locally bc lib.infer_dtype raises on DecimalArray and JsonArray (xref #37367)
Not _remotely_ enough testing.
cc @jori... | {
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This would add support for the documented keyword ```min_count``. If we decide to move forward with this, we have to decide wha... | {
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Without ``tolist`` error would look like ``KeyError: array([6])`` | {
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Build on top of #27326 | {
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] | open | false | null | [] | null | 6 | 2020-11-15T21:29:59Z | 2021-03-22T17:03:32Z | null | CONTRIBUTOR | null | #### Location of the documentation
In various pandas modules. See list below for the complete list of functions raising EX01 errors.
#### Documentation problem
The listed functions are missing the example section, i.e. code EX01.
#### Suggested fix for documentation
As proposed in #27977, I attach the l... | {
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Additionally enables a Numba engine for `groupby(...).ewm(...).mean(...)`
```
In [1]: df = pd.DataFrame({"A": range(10_000), "B": range(10_000... | {
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**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/0... | {
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- [ ] tests added / passed
- [ ] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
Precursor for #37320
- Parametrize tests
- Rename some of test functions
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#### Code Sample, a copy-pastable example
```python
df = pd.DataFrame(["ABC", "ABC+534"], index=["AA","BB"]).T
df["BB"].str.contains("ABC+5")
```
returns
```
0 False
Name: BB, dtype: bool
```
#### Problem description
When I ran t... | {
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] | closed | false | null | [] | null | 1 | 2020-11-16T08:18:47Z | 2020-11-18T03:02:59Z | 2020-11-18T03:02:41Z | NONE | null | - [ ] I have checked that this issue has not already been reported.
- [ ] 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] 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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```
pre-commit run pyupgrade --all-files
```
If it does, please open a PR to upgrade - else, report on any failures | {
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#### Problem description
Connecting to https://bucket.s3.amazonaws.com rather then private endpoint
```python
df = pd.read_parquet('s3://bucket/file.parquet', storage_options={'client_kwargs':{'endpoint_url': S3_ENDPOINT}})
```
as workaround I do:
```python
# ecs is a S3FileSystem object with client_kwa... | {
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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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- [ ] tests added / passed
- [ ] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] Pass `rowLabels` and `colLabels` args to `plot_backend.table`. Docs improved: the descriptions of `rowLables` and `colLabels` added to their own entries in the docstr... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37895 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37895/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37895/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37895/events | https://github.com/pandas-dev/pandas/issues/37895 | 744,042,107 | MDU6SXNzdWU3NDQwNDIxMDc= | 37,895 | BUG: pandas read_csv silently switches date parsing scheme in the middle of reading file corrupting data | {
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"followers_url": "https://api.github.com/users/jorisva... | 3 | 2020-11-16T17:55:46Z | 2020-11-17T03:38:31Z | 2020-11-17T03:38:30Z | NONE | null | In pandas 1.1.4
```python
# Your code here
pd.DataFrame(data={'timestamp': ['13/06/2018', '12/06/2018']}).to_csv('test.csv', index=False)
pd.read_csv('test.csv', parse_dates=['timestamp'])
Out[84]:
timestamp
0 2018-06-13
1 2018-12-06
```
#### Problem description
I provoked pandas here (initially... | {
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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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**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.
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**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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there are more changes/additions needed but this PR might get too big to review and push through in a timely manor.
overload is required to avoid casts
Any is used for any type, whereas should use object.
only the abstract c... | {
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```
gravity_df = pd.DataFrame(columns=["accel_time_seconds", "gravity_x", "gravity_y", "gravity_z"])
gravity_df['accel_time_seconds'] = list(range(100))
gravity_df.loc[:70, 'gravity_x'] = -0.145438
gravity_df.loc[:70, 'gravity_y'] = -0.355129
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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This behavior was deprecated for all other Index subclasses a few years ago and finally removed in 1.0. AFAICT not removing it for CategoricalIndex ... | {
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- [ ] tests added / passed
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- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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Implements the idea of @simonjayhawkins from https://github.com/pandas-dev/pandas/issues/27353#issuecomment-526391462 to use cast on ABC classes. Cur... | {
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- [X] (optional) I have confirmed this bug exists on the master branch of pandas (`87247370c14629c1797fcf3540c6bd93b777a17e`).
---
#### Code Sample, a copy-pa... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37912 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37912/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37912/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37912/events | https://github.com/pandas-dev/pandas/pull/37912 | 744,929,448 | MDExOlB1bGxSZXF1ZXN0NTIyNTczMjUy | 37,912 | DOC: add two new examples to the transform docs | {
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This PR adds two examples to the transform user guide. The examples apply the transform method to a groupby object. This is from the PyData Global sp... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37913 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37913/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37913/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37913/events | https://github.com/pandas-dev/pandas/pull/37913 | 745,025,580 | MDExOlB1bGxSZXF1ZXN0NTIyNjU0ODI4 | 37,913 | CI: fix mypy error | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37914 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37914/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37914/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37914/events | https://github.com/pandas-dev/pandas/pull/37914 | 745,035,895 | MDExOlB1bGxSZXF1ZXN0NTIyNjYzNDY2 | 37,914 | CI: fix mypy error (quick fix) | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37915 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37915/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37915/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37915/events | https://github.com/pandas-dev/pandas/issues/37915 | 745,058,465 | MDU6SXNzdWU3NDUwNTg0NjU= | 37,915 | ENH: should we support np.allclose for ExtensionArrays? | {
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I'm looking into picking up #33435. Currently the issue is that `np.allclose` throws when called on an EA:
``` python
In [1]: import numpy as np
...: import pandas as pd
...:
...: A = pd.array([1, 2], dtype='Int64')
...: B = ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37916 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37916/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37916/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37916/events | https://github.com/pandas-dev/pandas/pull/37916 | 745,062,473 | MDExOlB1bGxSZXF1ZXN0NTIyNjg1NjE0 | 37,916 | REF: de-duplicate IntervalIndex compatiblity checks | {
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https://api.github.com/repos/pandas-dev/pandas/issues/37917 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/37917/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/37917/comments | https://api.github.com/repos/pandas-dev/pandas/issues/37917/events | https://github.com/pandas-dev/pandas/pull/37917 | 745,092,700 | MDExOlB1bGxSZXF1ZXN0NTIyNzEwODI0 | 37,917 | REF: ensure CategoricalIndex._shallow_copy only ever gets Categorical | {
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- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
Related to #37643
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