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https://api.github.com/repos/pandas-dev/pandas/issues/43823 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43823/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43823/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43823/events | https://github.com/pandas-dev/pandas/pull/43823 | 1,012,624,323 | PR_kwDOAA0YD84shxbu | 43,823 | PERF: tolist | {
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```
dti = pd.date_range("2016-01-01", periods=10**5, freq="S")
%timeit dti.tolist()
286 ms ± 3 ms per loop (mean ± std. dev. of 7 runs, 1 loop each) # <- master
62.8 ms ± 765 µs per loop (mean ± std. dev. of 7 runs, 10 loops each) # <- PR
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https://api.github.com/repos/pandas-dev/pandas/issues/43824 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43824/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43824/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43824/events | https://github.com/pandas-dev/pandas/pull/43824 | 1,012,647,289 | PR_kwDOAA0YD84sh11R | 43,824 | CLN: unify some fused types | {
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- `numeric` -> `numeric_t`
- This replaces usages of `asof_t`
- `numeric` + `object` -> `numeric_object_t`
- This replaces usages of `algos_t`, `join_t`, `reshape_t`
- `i64 + u64 + f32 + f64` -> `iu_64_floating_t` (don't love this name, suggestions welcome)
- This replaces `groupby_t`
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https://api.github.com/repos/pandas-dev/pandas/issues/43825 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43825/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43825/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43825/events | https://github.com/pandas-dev/pandas/pull/43825 | 1,012,702,335 | PR_kwDOAA0YD84siAog | 43,825 | REF: unnecessary method sharing with PeriodIndex | {
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
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https://api.github.com/repos/pandas-dev/pandas/issues/43826 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43826/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43826/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43826/events | https://github.com/pandas-dev/pandas/pull/43826 | 1,012,786,970 | PR_kwDOAA0YD84siQVU | 43,826 | CLN: Add comment on catch_warnings in agg_list_like | {
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Follow up from #43741 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43827 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43827/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43827/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43827/events | https://github.com/pandas-dev/pandas/pull/43827 | 1,012,798,996 | PR_kwDOAA0YD84siSjt | 43,827 | REF: add indices prop to sparse | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43828 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43828/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43828/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43828/events | https://github.com/pandas-dev/pandas/pull/43828 | 1,012,812,597 | PR_kwDOAA0YD84siVDT | 43,828 | TYP: enable disallow_untyped_decorators | {
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
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Some of the many type errors unveiled... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43829 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43829/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43829/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43829/events | https://github.com/pandas-dev/pandas/issues/43829 | 1,012,815,365 | I_kwDOAA0YD848XlYF | 43,829 | BUG: test_equals_various failing locally with incorrect name | {
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- [X] I have checked that this issue has not already been reported.
- [X] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [X] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```python
pandas/te... | {
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<!-- END pr-commits -->
## Base PullRequest
default branch (https://github.com/pandas-dev/pandas/tree/master)
## Command results
<details>
<summary>Details: </summary>
<details>
<summary><em>add path</em></summary>
```Shell
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https://api.github.com/repos/pandas-dev/pandas/issues/43831 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43831/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43831/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43831/events | https://github.com/pandas-dev/pandas/issues/43831 | 1,013,177,803 | I_kwDOAA0YD848Y93L | 43,831 | BUG: using 2 character seperator in pd.json_normalize | {
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- [X] I have checked that this issue has not already been reported.
- [X] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [ ] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```pytho... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43832 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43832/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43832/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43832/events | https://github.com/pandas-dev/pandas/issues/43832 | 1,013,375,587 | I_kwDOAA0YD848ZuJj | 43,832 | QST: About the meaning of `~` used in `dfs = dfs.loc[:, ~dfs.columns.str.contains('^Unnamed', na=False)]`. | {
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"descript... | closed | false | null | [] | null | 2 | 2021-10-01T13:52:22Z | 2021-10-04T04:10:05Z | 2021-10-01T14:35:53Z | NONE | null | ###
- [X] I have searched the [[pandas] tag](https://stackoverflow.com/questions/tagged/pandas) on StackOverflow for similar questions.
- [X] I have asked my usage related question on [StackOverflow](https://stackoverflow.com).
### Link to question on StackOverflow
https://stackoverflow.com/a/64335734
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https://api.github.com/repos/pandas-dev/pandas/issues/43833 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43833/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43833/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43833/events | https://github.com/pandas-dev/pandas/pull/43833 | 1,013,412,095 | PR_kwDOAA0YD84skH2Z | 43,833 | update fix ignored sort in api.py and add test | {
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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_codebase.html#pre-commit) for how to run them
- [x] whatsnew entry
As mentioned in the ticket, the function `api.union_indexes` does not handle the sor... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43834 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43834/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43834/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43834/events | https://github.com/pandas-dev/pandas/pull/43834 | 1,013,422,731 | PR_kwDOAA0YD84skJ_u | 43,834 | TYP: Fix typing of frame.explode | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43835 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43835/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43835/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43835/events | https://github.com/pandas-dev/pandas/issues/43835 | 1,013,426,105 | I_kwDOAA0YD848Z6e5 | 43,835 | ENH: rolling() for discontinuous time series data | {
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... | closed | false | null | [] | null | 5 | 2021-10-01T14:36:28Z | 2021-10-13T17:27:59Z | 2021-10-13T17:27:59Z | NONE | null | Here is a discontinued time series data
|DATE|VALUE|
|----|----|
|2020-01-01|1|
|2020-01-02|1|
|2020-01-05|1|
|2020-01-06|1|
when I use rolling function
`
df.rolling(2, on='A', min_periods=2).sum()
`
OUTPUT is
|DATE|VALUE|
|----|----|
|2020-01-01|NaN|
|2020-01-02|2|
|2020-01-05|2|
|2020-01-06|2|
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https://api.github.com/repos/pandas-dev/pandas/issues/43836 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43836/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43836/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43836/events | https://github.com/pandas-dev/pandas/issues/43836 | 1,013,446,442 | I_kwDOAA0YD848Z_cq | 43,836 | ENH: Should `pandas.CategoricalDtype` use `pandas.NA` as the sentinel value instead of `float('nan')` ? | {
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However, I noticed that `pandas.CategoricalDtype` still uses `float('nan')`, which I suppose is for historical reasons.
Are there any plans - for the sake of consistency - to switch `CategoricalDt... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43837 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43837/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43837/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43837/events | https://github.com/pandas-dev/pandas/issues/43837 | 1,013,565,724 | I_kwDOAA0YD848ackc | 43,837 | ENH: `DataFrame.astype(dtype: dict)` should work in the presence of superfluous keys. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43838 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43838/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43838/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43838/events | https://github.com/pandas-dev/pandas/issues/43838 | 1,013,609,740 | I_kwDOAA0YD848anUM | 43,838 | BUG: Named aggregations do not work together with unnamed ones | {
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... | open | false | null | [] | null | 2 | 2021-10-01T17:42:45Z | 2021-10-03T16:38:39Z | 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](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [X] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
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https://api.github.com/repos/pandas-dev/pandas/issues/43839 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43839/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43839/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43839/events | https://github.com/pandas-dev/pandas/issues/43839 | 1,013,620,341 | I_kwDOAA0YD848ap51 | 43,839 | DOC: DataFrame.groupby() includes no mention of some important functionality | {
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... | 3 | 2021-10-01T17:56:44Z | 2021-10-04T15:55:49Z | null | NONE | null | ###
- [X] I have checked that the issue still exists on the latest versions of the docs on `master` [here](https://pandas.pydata.org/docs/dev/)
### Location of the documentation
https://pandas.pydata.org/docs/dev/reference/api/pandas.DataFrame.groupby.html
### Documentation problem
The reference for `DataFrame.g... | {
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- [X] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
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Interval values into a slice of a categorical-typed series would raise
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- [ ] closes #xxxx
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https://api.github.com/repos/pandas-dev/pandas/issues/43853 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43853/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43853/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43853/events | https://github.com/pandas-dev/pandas/pull/43853 | 1,014,064,958 | PR_kwDOAA0YD84sl51K | 43,853 | TYP: enable reportPropertyTypeMismatch | {
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[reportPropertyTypeMismatch](https://github.com/microsoft/pyright/blob/main/docs/configuration.md):
> [...] type of the value passed to the setter is not assignable to the value returned by the getter. Such mismatches vi... | {
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This doesn't help with any ignore statements, as `Buffer` is defined as `Buffer = Union[IO[AnyStr], RawIOBase, BufferedIOBase, TextIOBase, TextIOWrapper, mmap]`: `IO[AnyStr]` will be replaced with `IO[str]` or `IO[bytes]`.
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https://api.github.com/repos/pandas-dev/pandas/issues/43857 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43857/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43857/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43857/events | https://github.com/pandas-dev/pandas/issues/43857 | 1,014,292,662 | I_kwDOAA0YD848dOC2 | 43,857 | ENH: Index Pandas Dtype | {
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Is it possible to set pandas dtype-like to index.dtype
**Pandas Dtypes Examples**
```python
pandas.Int64Dtype(), pandas.Int8Dtype()
```
**Expected result**
```python
df.index = pd.Series(df['X'].astype('Int64'))
Index([1, 2, 3, 4, 5], dtype='Int64', name='X')
# instead of
Index([1, 2, 3, 4, 5]... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43858 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43858/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43858/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43858/events | https://github.com/pandas-dev/pandas/issues/43858 | 1,014,398,681 | I_kwDOAA0YD848dn7Z | 43,858 | BUG: read_parquet use a lot of memory | {
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- [X] I have checked that this issue has not already been reported.
- [X] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [ ] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```python
for seria... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43859 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43859/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43859/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43859/events | https://github.com/pandas-dev/pandas/pull/43859 | 1,014,402,048 | PR_kwDOAA0YD84smouV | 43,859 | Backport PR #43854 on branch 1.3.x (REGR: RollingGroupby.corr producing incorrect results) | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43860 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43860/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43860/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43860/events | https://github.com/pandas-dev/pandas/pull/43860 | 1,014,412,394 | PR_kwDOAA0YD84smqUj | 43,860 | [ENH] to_orc | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43861 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43861/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43861/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43861/events | https://github.com/pandas-dev/pandas/pull/43861 | 1,014,417,499 | PR_kwDOAA0YD84smrF8 | 43,861 | Update README.md | {
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/43862 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43862/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43862/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43862/events | https://github.com/pandas-dev/pandas/pull/43862 | 1,014,430,557 | PR_kwDOAA0YD84smtJQ | 43,862 | PERF: get_loc | {
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```
from asv_bench.benchmarks.indexing import *
setup()
self = NumericSeriesIndexing()
self.setup(UInt64Index, "unique_monotonic_inc")
%timeit self.time_getitem_scalar(UInt64Index, "unique_monotonic_inc")
6.34 µs ± 257 ns per loop (mean ± std. dev. of 7 runs, 100000 loops e... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43863 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43863/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43863/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43863/events | https://github.com/pandas-dev/pandas/pull/43863 | 1,014,447,737 | PR_kwDOAA0YD84smvx6 | 43,863 | BUG/ERR: sparse array cmp methods mismatched len | {
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- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
- [x] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/43864 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43864/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43864/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43864/events | https://github.com/pandas-dev/pandas/issues/43864 | 1,014,478,416 | I_kwDOAA0YD848d7ZQ | 43,864 | ENH: to_orc | {
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Is it possible to add to_orc method to pandas.DataFrame, from pyarrow 4.0.0 ?
Br
Nicolas | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43865 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43865/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43865/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43865/events | https://github.com/pandas-dev/pandas/pull/43865 | 1,014,541,330 | PR_kwDOAA0YD84sm-0s | 43,865 | TYP: type insert and nsmallest/largest | {
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"followers_url": "https://api.github.com/users/jreback/followers",... | 0 | 2021-10-03T21:09:35Z | 2021-10-20T19:49:17Z | 2021-10-19T22:05:49Z | MEMBER | null | cc @simonjayhawkins Could you have a look and give some feedback if this is ok so?
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https://api.github.com/repos/pandas-dev/pandas/issues/43866 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43866/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43866/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43866/events | https://github.com/pandas-dev/pandas/pull/43866 | 1,014,544,263 | PR_kwDOAA0YD84sm_Pr | 43,866 | Add clarifications to the docs regarding `to_feather` | {
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1. `DataFrame.iterrows` does not preserve types. There are lots of users reporting issues related to this. Even though the behavior is documented, why do we want to have a method that get used a lot but keep surprising users? I bet most users won't read the doc thor... | {
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My feature request is not related to a problem per se, but it can help users to spot type bugs and is not visually noisy.
I wish there could be a way to change the Pandas `str` and `html` representation to show the dtypes of columns below the headers (like R's `t... | {
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- [X] I have read the [installation guide](https://pandas.pydata.org/pandas-docs/stable/getting_started/install.html#installing-pandas).
### Platform
win-64
### Installation Method
conda install
### pandas Version
latest master
### Python Version
n/a
### Installation Logs
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- [X] I have checked that this issue has not already been reported.
- [X] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [X] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
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- [X] I have checked that this issue has not already been reported.
- [X] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [X] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```python
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"d... | open | false | null | [] | null | 3 | 2021-10-04T14:49:54Z | 2021-11-14T03:19:35Z | null | NONE | null | -added unittest for issue #43599
-error occurs due to different versions of pandas
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- [x] closes #43839
- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
- [ ] whatsnew entry
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For dataframes, Pandas currently only supports per-column quantiles; that is, given `df[['c', 'a']].quantile(...)`, Pandas will compute the individual quantiles for columns `c` and `a`:
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>>> df = pd.DataFrame({'a': [1, 0, 11, 12, 2], 'b': [1, 2, 3, 4, ... | {
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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_codebase.html#pre-commit) for how to run them
- [x] whatsnew entry
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- [X] I have checked that this issue has not already been reported.
- [ ] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [ ] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```python
import pa... | {
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- [X] I have checked that this issue has not already been reported.
- [X] I have confirmed this issue exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [ ] I have confirmed this issue exists on the master branch of pandas.
### Reproducible Example
We are currentl... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43886 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43886/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43886/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43886/events | https://github.com/pandas-dev/pandas/issues/43886 | 1,015,844,393 | I_kwDOAA0YD848jI4p | 43,886 | API/DISC: engine="numba" (computational API) location in reductions functions or constructors | {
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For `rolling`, the `engine` keyword is currently defined on the reduction functions e.g.
```
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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_codebase.html#pre-commit) for how to run them
- [ ] whatsnew entry
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- [X] I have checked that this issue has not already been reported.
- [X] I have confirmed this issue exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [X] I have confirmed this issue exists on the master branch of pandas.
### Reproducible Example
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... | open | false | null | [] | null | 1 | 2021-10-05T13:56:20Z | 2021-10-21T21:30:05Z | null | NONE | null | I am a long time user of pandas, thank you for all your hard work.
#### Is your feature request related to a problem?
It would be useful to be able to do `df.min(axis=None)` rather than `df.values.min(axis=None)` to get the mimum over the whole DataFrame. The same goes for `max` and so on. I expected this to work ... | {
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We should also make a .yml file as soon as conda-forge supports python 3.10.( I expect that to probably happen sometime in the next week). | {
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``` python
import pandas as pd
animals = ['Falcon', 'Parrot']
types = ['Captive', 'Wild']
df = pd.DataFrame({
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- [X] I have checked that this issue has not already been reported.
- [X] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [ ] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```python
from pand... | {
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- [ ] tests are not required for this
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
- [ ] nothing new
Related https://github.com/python/mypy/pull... | {
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- [x] closes: #43875
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- [ ] tests added / passed
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- [X] I have checked that this issue has not already been reported.
- [X] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [x] I have confirmed this bug exists on the master branch of pandas.
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After this comes `Index.__array_ufunc__` | {
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combination of placeholders supported by `strftime` that do not
correspond to a datetime attribute.
- [x] closes #43901
- [x] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/co... | {
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We recently realized that `pandas.core.tools.datetimes.guess_datetime_format` outputs an incorrect format string `"Tue %d %b %Y %H:%M:%S AM"` for the datetime `"Tue 24 Aug 2021 01:30:48 AM"`, which otherwise is parseable by `dateutil.parser.parse`.
#### Describe ... | {
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... | open | false | null | [] | null | 3 | 2021-10-06T18:23:46Z | 2021-10-13T04:01:08Z | null | NONE | null | Hi, thanks for your work developing `pandas`. I'd like to request a feature to add an ungroup() method for grouped data frames. It's related to this [StackOverflow](https://stackoverflow.com/questions/20122521/is-there-an-ungroup-by-operation-opposite-to-groupby-in-pandas/66879388#66879388) where I've developed a hack ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/43903 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43903/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43903/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43903/events | https://github.com/pandas-dev/pandas/issues/43903 | 1,019,235,313 | I_kwDOAA0YD848wEvx | 43,903 | BUG: cannot write xml with nullable dtypes | {
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- [X] I have checked that this issue has not already been reported.
- [X] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [X] I have confirmed this bug exists on the master branch of pandas.
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
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https://api.github.com/repos/pandas-dev/pandas/issues/43907 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43907/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43907/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43907/events | https://github.com/pandas-dev/pandas/issues/43907 | 1,019,665,108 | I_kwDOAA0YD848xtrU | 43,907 | ENH: Implement `searchsorted` for DataFrames | {
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Pandas currently only supports `searchsorted` for series:
```python
>>> ser = pd.Series([1, 2, 3])
>>> ser.searchsorted([0, 4])
array([0, 3])
```
It would be nice if it were also supported for dataframes, returning indices to maintain order in a lexicograp... | {
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- [X] I have checked that this issue has not already been reported.
- [X] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [ ] I have confirmed this bug exists on the master branch of pandas.
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- [X] I have checked that this issue has not already been reported.
- [X] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [ ] I have confirmed this bug exists on the master branch of pandas.
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- [ ] tests added / passed
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/43920 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/43920/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/43920/comments | https://api.github.com/repos/pandas-dev/pandas/issues/43920/events | https://github.com/pandas-dev/pandas/pull/43920 | 1,020,540,027 | PR_kwDOAA0YD84s6v_X | 43,920 | ENH: EA.tolist | {
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- [X] I have checked that this issue has not already been reported.
- [X] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [X] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```python
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