url
stringlengths 55
59
| repository_url
stringclasses 1
value | labels_url
stringlengths 69
73
| comments_url
stringlengths 64
68
| events_url
stringlengths 62
66
| html_url
stringlengths 44
49
| id
int64 338k
1.06B
| node_id
stringlengths 18
32
| number
int64 1
44.6k
| title
stringlengths 1
590
| user
dict | labels
listlengths 0
9
| state
stringclasses 2
values | locked
bool 2
classes | assignee
dict | assignees
listlengths 0
5
| milestone
dict | comments
int64 0
477
| created_at
unknown | updated_at
unknown | closed_at
unknown | author_association
stringclasses 3
values | active_lock_reason
stringclasses 4
values | body
stringlengths 0
251k
⌀ | reactions
dict | timeline_url
stringlengths 64
68
| performed_via_github_app
float64 | draft
float64 0
1
⌀ | pull_request
dict |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
https://api.github.com/repos/pandas-dev/pandas/issues/44023 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44023/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44023/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44023/events | https://github.com/pandas-dev/pandas/pull/44023 | 1,025,823,599 | PR_kwDOAA0YD84tLEfV | 44,023 | Bug multiple css selectors GH44011 | {
"avatar_url": "https://avatars.githubusercontent.com/u/29665452?v=4",
"events_url": "https://api.github.com/users/mabittar/events{/privacy}",
"followers_url": "https://api.github.com/users/mabittar/followers",
"following_url": "https://api.github.com/users/mabittar/following{/other_user}",
"gists_url": "https://api.github.com/users/mabittar/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/mabittar",
"id": 29665452,
"login": "mabittar",
"node_id": "MDQ6VXNlcjI5NjY1NDUy",
"organizations_url": "https://api.github.com/users/mabittar/orgs",
"received_events_url": "https://api.github.com/users/mabittar/received_events",
"repos_url": "https://api.github.com/users/mabittar/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/mabittar/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/mabittar/subscriptions",
"type": "User",
"url": "https://api.github.com/users/mabittar"
} | [
{
"color": "006b75",
"default": false,
"description": "read_html, to_html, Styler.apply, Styler.applymap",
"id": 57395487,
"name": "IO HTML",
"node_id": "MDU6TGFiZWw1NzM5NTQ4Nw==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/IO%20HTML"
},
{
"color": "006b75",
"default": false,
"description": "conditional formatting using DataFrame.style",
"id": 1728592794,
"name": "Styler",
"node_id": "MDU6TGFiZWwxNzI4NTkyNzk0",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Styler"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 3 | "2021-10-14T00:59:05Z" | "2021-10-16T13:58:15Z" | "2021-10-16T13:58:11Z" | CONTRIBUTOR | null | - [x ] closes #44011
- [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
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44023/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44023/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44023.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44023",
"merged_at": "2021-10-16T13:58:10Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44023.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44023"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44024 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44024/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44024/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44024/events | https://github.com/pandas-dev/pandas/issues/44024 | 1,025,895,800 | I_kwDOAA0YD849Je14 | 44,024 | ENH: Why neg rolling is too much hard?! | {
"avatar_url": "https://avatars.githubusercontent.com/u/5004900?v=4",
"events_url": "https://api.github.com/users/mablue/events{/privacy}",
"followers_url": "https://api.github.com/users/mablue/followers",
"following_url": "https://api.github.com/users/mablue/following{/other_user}",
"gists_url": "https://api.github.com/users/mablue/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/mablue",
"id": 5004900,
"login": "mablue",
"node_id": "MDQ6VXNlcjUwMDQ5MDA=",
"organizations_url": "https://api.github.com/users/mablue/orgs",
"received_events_url": "https://api.github.com/users/mablue/received_events",
"repos_url": "https://api.github.com/users/mablue/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/mablue/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/mablue/subscriptions",
"type": "User",
"url": "https://api.github.com/users/mablue"
} | [
{
"color": "0052cc",
"default": false,
"description": null,
"id": 34444536,
"name": "Usage Question",
"node_id": "MDU6TGFiZWwzNDQ0NDUzNg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Usage%20Question"
},
{
"color": "d4c5f9",
"default": false,
"description": "rolling, ewma, expanding",
"id": 1045950827,
"name": "Window",
"node_id": "MDU6TGFiZWwxMDQ1OTUwODI3",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Window"
}
] | closed | false | null | [] | null | 1 | "2021-10-14T03:09:39Z" | "2021-10-14T16:45:19Z" | "2021-10-14T16:45:08Z" | NONE | null | #### Is your feature request related to a problem?
No
#### Describe the solution you'd like
When we have negative shift why we cant implement negative rolling same as that?
#### API breaking implications
Running `df.rolling(-2)` whithout error
#### Describe alternatives you've considered
There is no any alternative before
#### Additional context
[Stackoverflow question ❓](https://stackoverflow.com/questions/52681679/checking-condition-in-negative-rolling-window-within-groupby-in-pandas)
```python
def roller(x):
return x.rolling(window=5, min_periods=1)['Value'].max().shift().gt(10).astype(int)
df['Result'] = df.iloc[::-1].apply(roller).iloc[::-1].values
print(df)
```
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44024/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44024/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44025 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44025/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44025/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44025/events | https://github.com/pandas-dev/pandas/issues/44025 | 1,025,907,702 | I_kwDOAA0YD849Jhv2 | 44,025 | BUG: DatetimeIndex.intersection with non-anchored freq | {
"avatar_url": "https://avatars.githubusercontent.com/u/8078968?v=4",
"events_url": "https://api.github.com/users/jbrockmendel/events{/privacy}",
"followers_url": "https://api.github.com/users/jbrockmendel/followers",
"following_url": "https://api.github.com/users/jbrockmendel/following{/other_user}",
"gists_url": "https://api.github.com/users/jbrockmendel/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jbrockmendel",
"id": 8078968,
"login": "jbrockmendel",
"node_id": "MDQ6VXNlcjgwNzg5Njg=",
"organizations_url": "https://api.github.com/users/jbrockmendel/orgs",
"received_events_url": "https://api.github.com/users/jbrockmendel/received_events",
"repos_url": "https://api.github.com/users/jbrockmendel/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jbrockmendel/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jbrockmendel/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jbrockmendel"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "0052cc",
"default": false,
"description": "DateOffsets",
"id": 53181044,
"name": "Frequency",
"node_id": "MDU6TGFiZWw1MzE4MTA0NA==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Frequency"
},
{
"color": "e99695",
"default": false,
"description": "Related to the Index class or subclasses",
"id": 1218227310,
"name": "Index",
"node_id": "MDU6TGFiZWwxMjE4MjI3MzEw",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Index"
},
{
"color": "006b75",
"default": false,
"description": "union, intersection, difference, symmetric_difference",
"id": 3073524400,
"name": "setops",
"node_id": "MDU6TGFiZWwzMDczNTI0NDAw",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/setops"
}
] | open | false | null | [] | null | 1 | "2021-10-14T03:33:55Z" | "2021-10-16T04:29:43Z" | null | MEMBER | 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
```python
import pandas as pd
off = pd.offsets.CDay(1, False)
ts = pd.Timestamp("2021-10-13 09")
ts2 = ts + pd.Timedelta("1 hour")
dti = pd.date_range(start=ts, periods=10, freq=off)
dti2 = pd.date_range(start=ts2, periods=10, freq=off)
assert set(dti).intersection(set(dti2)) == set() # yep!
res = dti.intersection(dti2)
assert len(res) == 0 # nope!
```
### Issue Description
_can_fast_intersect is wrong for the non-anchored case, returning `self.freq.n == 1` which is not sufficient in this case. It may be that we just need to return False for non-anchored.
### Expected Behavior
The intersection should be empty
### Installed Versions
master | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44025/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44025/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44026 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44026/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44026/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44026/events | https://github.com/pandas-dev/pandas/issues/44026 | 1,025,957,618 | I_kwDOAA0YD849Jt7y | 44,026 | BUG: Using pd.to_datetime function in groupby.apply function causes key value error | {
"avatar_url": "https://avatars.githubusercontent.com/u/62872848?v=4",
"events_url": "https://api.github.com/users/apache-chnsys/events{/privacy}",
"followers_url": "https://api.github.com/users/apache-chnsys/followers",
"following_url": "https://api.github.com/users/apache-chnsys/following{/other_user}",
"gists_url": "https://api.github.com/users/apache-chnsys/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/apache-chnsys",
"id": 62872848,
"login": "apache-chnsys",
"node_id": "MDQ6VXNlcjYyODcyODQ4",
"organizations_url": "https://api.github.com/users/apache-chnsys/orgs",
"received_events_url": "https://api.github.com/users/apache-chnsys/received_events",
"repos_url": "https://api.github.com/users/apache-chnsys/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/apache-chnsys/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/apache-chnsys/subscriptions",
"type": "User",
"url": "https://api.github.com/users/apache-chnsys"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "729FCF",
"default": false,
"description": null,
"id": 233160,
"name": "Groupby",
"node_id": "MDU6TGFiZWwyMzMxNjA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Groupby"
},
{
"color": "fbca04",
"default": false,
"description": "Apply, Aggregate, Transform",
"id": 697792067,
"name": "Apply",
"node_id": "MDU6TGFiZWw2OTc3OTIwNjc=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Apply"
}
] | closed | false | null | [] | null | 10 | "2021-10-14T05:14:50Z" | "2021-11-19T22:47:19Z" | "2021-11-19T22:47:19Z" | 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
```python
import pandas as pd
def test_apply(data):
print(data)
data['date'] = pd.to_datetime(data['date'])
dt1 = pd.DataFrame({
'key': ['aa', 'bb', 'cc', 'dd'],
'date': ['2020-01-01', '2020-01-01', '2020-02-01', '2020-02-01'],
'qty': [1.0, 1.0, 3.0, 3.0]})
dt1.groupby("key").apply(lambda x: test_apply(x))
```
### Issue Description
在“test_apply”中对输入参数data中类型为object的字段'date'使用pd.to_datetime()函数之后，在test_apply函数中循环打印lambda函数中的x，期望结果为每次打印key值不同，分别为“aa”,"bb","cc","dd",但实际结果为"aa","aa","aa","aa"。
After using the pd.to_datetime() function in the "test_apply" field "date" with the type of object in the input parameter data, print the x in the lambda function in the test_apply function in a loop. The expected result is that the key value is different each time it is printed, respectively "aa","bb","cc","dd", but the actual result is "aa","aa","aa","aa".
key date qty
0 aa 2020-01-01 1.0
key date qty
1 aa 2020-01-01 1.0
key date qty
2 aa 2020-01-01 3.0
key date qty
3 aa 2020-01-01 3.0
### Expected Behavior
key date qty
0 aa 2020-01-01 1.0
key date qty
1 bb 2020-01-01 1.0
key date qty
2 cc 2020-01-01 3.0
key date qty
3 dd 2020-01-01 3.0
### Installed Versions
<details>
python : 3.6.5.final.0
pandas : 1.1.5
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44026/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44026/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44027 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44027/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44027/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44027/events | https://github.com/pandas-dev/pandas/issues/44027 | 1,026,132,592 | I_kwDOAA0YD849KYpw | 44,027 | Consider cibuildwheel for building wheels? | {
"avatar_url": "https://avatars.githubusercontent.com/u/1020496?v=4",
"events_url": "https://api.github.com/users/jorisvandenbossche/events{/privacy}",
"followers_url": "https://api.github.com/users/jorisvandenbossche/followers",
"following_url": "https://api.github.com/users/jorisvandenbossche/following{/other_user}",
"gists_url": "https://api.github.com/users/jorisvandenbossche/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jorisvandenbossche",
"id": 1020496,
"login": "jorisvandenbossche",
"node_id": "MDQ6VXNlcjEwMjA0OTY=",
"organizations_url": "https://api.github.com/users/jorisvandenbossche/orgs",
"received_events_url": "https://api.github.com/users/jorisvandenbossche/received_events",
"repos_url": "https://api.github.com/users/jorisvandenbossche/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jorisvandenbossche/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jorisvandenbossche/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jorisvandenbossche"
} | [
{
"color": "75507B",
"default": false,
"description": "Library building on various platforms",
"id": 129350,
"name": "Build",
"node_id": "MDU6TGFiZWwxMjkzNTA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Build"
},
{
"color": "a2bca7",
"default": false,
"description": "Continuous Integration",
"id": 48070600,
"name": "CI",
"node_id": "MDU6TGFiZWw0ODA3MDYwMA==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/CI"
}
] | open | false | null | [] | null | 3 | "2021-10-14T08:49:15Z" | "2021-11-16T17:17:43Z" | null | MEMBER | null | Disclaimer: I haven't been involved recently in maintaining our wheel building infrastructure, so I don't know how well it is working or not. But, I recently had a [good experience](https://github.com/pygeos/pygeos/blob/64af221b02a8fba2dbe28de5702b01afcb045306/.github/workflows/release.yml#L39) with cibuildwheel with a relatively complex package, so therefore thought to bring it up.
Cibuildwheel (https://cibuildwheel.readthedocs.io/en/stable/) is a package helping to build wheels for all different platforms and architectures / python versions on your CI of choice (they support most of the common CI services). And if using GitHub Actions, you can build all wheels with a single CI service.
Scikit-learn started to use it last year (https://github.com/scikit-learn/scikit-learn/pull/17921). You can see their github workflow as an example: https://github.com/scikit-learn/scikit-learn/blob/main/.github/workflows/wheels.yml (this single workflow config includes building all the wheels, building the sdist, and uploading them to the anaconda wheelhouse for nightly builds).
(cc @ogrisel @thomasjpfan in case you have feedback on how the switch worked out)
And it seems numpy also started considering this: https://github.com/numpy/numpy/pull/20102
Another example mentioned in the dev meeting: https://github.com/googleapis/python-crc32c/blob/b1a8d14bf0a1b4f1faa0f9fdd4307e15699daeff/.github/workflows/python-publish.yml#L245
Some potential advantages:
- Easier to maintain (no issues with Travis credits, be able to do everything with a single CI, easier to support all architectures and new python versions, no need to synchronize with a different repo, ..)
- Having it in the repo here also allows triggering the builds on a PR on demand, if a PR would influence wheel building (I wouldn't enable the workflow by default for every PR).
cc @simonjayhawkins @lithomas1 since you are the ones mostly working on https://github.com/MacPython/pandas-wheels, it's of course mostly up to you to decide (and even if the end result might be better, every migration also has a cost).
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44027/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44027/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44028 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44028/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44028/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44028/events | https://github.com/pandas-dev/pandas/pull/44028 | 1,026,191,921 | PR_kwDOAA0YD84tMNnc | 44,028 | Temporarily add back Index._get_attributes_dict for dask compat | {
"avatar_url": "https://avatars.githubusercontent.com/u/1020496?v=4",
"events_url": "https://api.github.com/users/jorisvandenbossche/events{/privacy}",
"followers_url": "https://api.github.com/users/jorisvandenbossche/followers",
"following_url": "https://api.github.com/users/jorisvandenbossche/following{/other_user}",
"gists_url": "https://api.github.com/users/jorisvandenbossche/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jorisvandenbossche",
"id": 1020496,
"login": "jorisvandenbossche",
"node_id": "MDQ6VXNlcjEwMjA0OTY=",
"organizations_url": "https://api.github.com/users/jorisvandenbossche/orgs",
"received_events_url": "https://api.github.com/users/jorisvandenbossche/received_events",
"repos_url": "https://api.github.com/users/jorisvandenbossche/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jorisvandenbossche/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jorisvandenbossche/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jorisvandenbossche"
} | [
{
"color": "0052cc",
"default": false,
"description": "pandas objects compatability with Numpy or Python functions",
"id": 76865106,
"name": "Compat",
"node_id": "MDU6TGFiZWw3Njg2NTEwNg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Compat"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 5 | "2021-10-14T09:48:22Z" | "2021-10-14T22:48:00Z" | "2021-10-14T22:47:57Z" | MEMBER | null | See https://github.com/pandas-dev/pandas/pull/43895#issuecomment-938472299. There was of course no need to revert the full PR, just to add this method again. | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44028/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44028/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44028.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44028",
"merged_at": "2021-10-14T22:47:57Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44028.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44028"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44029 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44029/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44029/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44029/events | https://github.com/pandas-dev/pandas/pull/44029 | 1,026,256,021 | PR_kwDOAA0YD84tMbFh | 44,029 | ENH/CI: Add Cache for Azure pipelines - posix | {
"avatar_url": "https://avatars.githubusercontent.com/u/23552331?v=4",
"events_url": "https://api.github.com/users/trallard/events{/privacy}",
"followers_url": "https://api.github.com/users/trallard/followers",
"following_url": "https://api.github.com/users/trallard/following{/other_user}",
"gists_url": "https://api.github.com/users/trallard/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/trallard",
"id": 23552331,
"login": "trallard",
"node_id": "MDQ6VXNlcjIzNTUyMzMx",
"organizations_url": "https://api.github.com/users/trallard/orgs",
"received_events_url": "https://api.github.com/users/trallard/received_events",
"repos_url": "https://api.github.com/users/trallard/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/trallard/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/trallard/subscriptions",
"type": "User",
"url": "https://api.github.com/users/trallard"
} | [
{
"color": "a2bca7",
"default": false,
"description": "Continuous Integration",
"id": 48070600,
"name": "CI",
"node_id": "MDU6TGFiZWw0ODA3MDYwMA==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/CI"
}
] | open | false | null | [] | null | 6 | "2021-10-14T10:59:00Z" | "2021-11-15T21:36:24Z" | null | CONTRIBUTOR | null | - [x] closes ##42580
- [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
Trying to leverage the use of cache on Azure pipelines - currently WIP will make some investigations | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44029/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44029/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44029.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44029",
"merged_at": null,
"patch_url": "https://github.com/pandas-dev/pandas/pull/44029.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44029"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44030 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44030/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44030/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44030/events | https://github.com/pandas-dev/pandas/issues/44030 | 1,026,357,602 | I_kwDOAA0YD849LPli | 44,030 | BUG: .fillna({}) doesn't work | {
"avatar_url": "https://avatars.githubusercontent.com/u/1872019?v=4",
"events_url": "https://api.github.com/users/q121212/events{/privacy}",
"followers_url": "https://api.github.com/users/q121212/followers",
"following_url": "https://api.github.com/users/q121212/following{/other_user}",
"gists_url": "https://api.github.com/users/q121212/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/q121212",
"id": 1872019,
"login": "q121212",
"node_id": "MDQ6VXNlcjE4NzIwMTk=",
"organizations_url": "https://api.github.com/users/q121212/orgs",
"received_events_url": "https://api.github.com/users/q121212/received_events",
"repos_url": "https://api.github.com/users/q121212/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/q121212/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/q121212/subscriptions",
"type": "User",
"url": "https://api.github.com/users/q121212"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "d7e102",
"default": false,
"description": "np.nan, pd.NaT, pd.NA, dropna, isnull, interpolate",
"id": 2822342,
"name": "Missing-data",
"node_id": "MDU6TGFiZWwyODIyMzQy",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Missing-data"
},
{
"color": "f2f989",
"default": false,
"description": "Data where the values are collections (lists, sets, dicts, objects, etc.).",
"id": 2189479765,
"name": "Nested Data",
"node_id": "MDU6TGFiZWwyMTg5NDc5NzY1",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Nested%20Data"
}
] | open | false | null | [] | null | 2 | "2021-10-14T12:48:42Z" | "2021-10-17T16:05:26Z" | 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
```python
import pandas as pd
df = pd.DataFrame([1,2,np.nan, pd.NA], columns=['a'])
# case 1
df.fillna({})
# case 2
df.fillna({np.nan: {}, pd.NA: {}})
```
### Issue Description
.fillna() doesn't work as expected for case then `value = {}`
as written in ```pandas.DataFrame.fillna```:
> DataFrame.fillna(value=None, method=None, axis=None, inplace=False, limit=None, downcast=None)
>
> Fill NA/NaN values using the specified method.
>
> Parameters
>
> value scalar, dict, Series, or DataFrame
>
> Value to use to fill holes (e.g. 0), alternately a dict/Series/DataFrame of values specifying which value to use for each index (for a Series) or column (for a DataFrame). Values not in the dict/Series/DataFrame will not be filled. This value cannot be a list.
>
### Expected Behavior
all values (`np.nan` and `pd.NA`) should be changed to `{}`
### Installed Versions
<details>
INSTALLED VERSIONS
------------------
commit : 73c68257545b5f8530b7044f56647bd2db92e2ba
python : 3.9.6.final.0
python-bits : 64
OS : Linux
OS-release : 5.10.47-linuxkit
Version : #1 SMP Sat Jul 3 21:51:47 UTC 2021
machine : x86_64
processor : x86_64
byteorder : little
LC_ALL : en_US.UTF-8
LANG : en_US.UTF-8
LOCALE : en_US.UTF-8
pandas : 1.3.3
numpy : 1.20.3
pytz : 2021.1
dateutil : 2.8.2
pip : 21.2.4
setuptools : 58.0.4
Cython : 0.29.24
pytest : None
hypothesis : None
sphinx : None
blosc : None
feather : None
xlsxwriter : None
lxml.etree : None
html5lib : None
pymysql : None
psycopg2 : None
jinja2 : 3.0.1
IPython : 7.27.0
pandas_datareader: None
bs4 : 4.10.0
bottleneck : 1.3.2
fsspec : 2021.08.1
fastparquet : None
gcsfs : None
matplotlib : 3.4.3
numexpr : 2.7.3
odfpy : None
openpyxl : 3.0.9
pandas_gbq : None
pyarrow : 5.0.0
pyxlsb : None
s3fs : None
scipy : 1.7.1
sqlalchemy : 1.4.23
tables : 3.6.1
tabulate : None
xarray : None
xlrd : 1.2.0
xlwt : None
numba : 0.54.0
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44030/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44030/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44031 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44031/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44031/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44031/events | https://github.com/pandas-dev/pandas/issues/44031 | 1,026,664,551 | I_kwDOAA0YD849Mahn | 44,031 | BUG: apply swallows exceptions, shows inconsistent behaviour | {
"avatar_url": "https://avatars.githubusercontent.com/u/28565097?v=4",
"events_url": "https://api.github.com/users/gshaikov/events{/privacy}",
"followers_url": "https://api.github.com/users/gshaikov/followers",
"following_url": "https://api.github.com/users/gshaikov/following{/other_user}",
"gists_url": "https://api.github.com/users/gshaikov/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/gshaikov",
"id": 28565097,
"login": "gshaikov",
"node_id": "MDQ6VXNlcjI4NTY1MDk3",
"organizations_url": "https://api.github.com/users/gshaikov/orgs",
"received_events_url": "https://api.github.com/users/gshaikov/received_events",
"repos_url": "https://api.github.com/users/gshaikov/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/gshaikov/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/gshaikov/subscriptions",
"type": "User",
"url": "https://api.github.com/users/gshaikov"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "fbca04",
"default": false,
"description": "Apply, Aggregate, Transform",
"id": 697792067,
"name": "Apply",
"node_id": "MDU6TGFiZWw2OTc3OTIwNjc=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Apply"
}
] | open | false | null | [] | {
"closed_at": null,
"closed_issues": 786,
"created_at": "2015-01-13T10:53:19Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "Changes that would be nice to have in the next release. These issues are not blocking. They will be pushed to the next release if no one has time to fix them.",
"due_on": null,
"html_url": "https://github.com/pandas-dev/pandas/milestone/32",
"id": 933188,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/32/labels",
"node_id": "MDk6TWlsZXN0b25lOTMzMTg4",
"number": 32,
"open_issues": 1053,
"state": "open",
"title": "Contributions Welcome",
"updated_at": "2021-11-21T00:50:06Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/32"
} | 2 | "2021-10-14T17:51:07Z" | "2021-10-18T11:48:43Z" | 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
```python
import pandas as pd
# The problem case is 2.3
# --- Dataframe with 1 row ---
# 1.1 instantiate dataframe with 1 row.
df_full = pd.DataFrame([{"a": 1, "b": 2, "c": 3}], columns=["a", "b", "c"])
print(f"df_full =\n{df_full}\n")
# 1.2 returns Series with 1 element ("Series([6], dtype: float64)"").
df_full_apply_succeeded = df_full.apply(lambda row: row.sum(), axis=1)
print(
f"df_full_apply_succeeded =\n{df_full_apply_succeeded}\n"
f"type = {type(df_full_apply_succeeded)}\n"
)
# 1.3 raises exception correctly.
try:
df_full_apply_raises = df_full.apply(lambda row: row["not_in_df"], axis=1)
except Exception as e:
print(f"df_full_apply_raises raises with msg: {e}\n")
# --- Dataframe with no rows ---
# 2.1 instantiate "Empty DataFrame".
df_empty = pd.DataFrame([], columns=["a", "b", "c"])
print(f"df_empty =\n{df_empty}\n")
# 2.2 returns Series with 0 elements ("Series([], dtype: float64)").
# behaviour mirrors example 1.2, consistent for both dataframes.
df_empty_apply_succeeded = df_empty.apply(lambda row: row.sum(), axis=1)
print(
f"df_empty_apply_succeeded =\n{df_empty_apply_succeeded}\n"
f"type = {type(df_empty_apply_succeeded)}\n"
)
# 2.3 swallows exception and returns "Empty DataFrame".
# ----> behaviour DIFFERENT from example 1.3, not consistent!
df_empty_apply_does_not_raise = df_empty.apply(lambda row: row["not_in_df"], axis=1)
print(
f"df_empty_apply_does_not_raise =\n{df_empty_apply_does_not_raise}\n"
f"type = {type(df_empty_apply_does_not_raise)}\n"
)
```
### Issue Description
__Inconsistency in semantics__
When calling `apply` on a `DataFrame` with >1 elements and the `func` provided to `apply` raises, the exception is propagated to the caller, which is what one would expect.
When calling `apply` on a `DataFrame` with 0 elements and the `func` provided to `apply` raises, the exception is swallowed and `apply` returns an original empty dataframe.
__Inconsistency in return types__
As the code snippet demonstrates, `apply` returns `Series` in all the cases except when it fails on an empty dataframe and swallows the exception - then it returns an empty `DataFrame`. The downstream code eventually breaks but with an error which is hard to track.
This is where exceptions are swallowed: https://github.com/pandas-dev/pandas/blob/22de58e63f9271d4ddb2bf49d008c5a9550c5cc4/pandas/core/apply.py#L779-L782
Because the code doesn't fail right away but returns an unexpected empty `DataFrame` identical to the original, debugging this issue has been hard and time consuming.
### Expected Behavior
It is reasonable to expect that both empty and non-empty dataframes should behave in the same way when it comes to errors raised inside `func` functions provided to `apply` - namely to let them propagate to the user, as it's done in case of non-empty dataframes.
### Installed Versions
<details>
INSTALLED VERSIONS
------------------
commit : 73c68257545b5f8530b7044f56647bd2db92e2ba
python : 3.9.0.final.0
python-bits : 64
OS : Darwin
OS-release : 19.6.0
Version : Darwin Kernel Version 19.6.0: Tue Aug 24 20:28:00 PDT 2021; root:xnu-6153.141.40~1/RELEASE_X86_64
machine : x86_64
processor : i386
byteorder : little
LC_ALL : None
LANG : en_US.UTF-8
LOCALE : en_US.UTF-8
pandas : 1.3.3
numpy : 1.21.2
pytz : 2021.3
dateutil : 2.8.2
pip : 21.0.1
setuptools : 49.2.1
Cython : None
pytest : None
hypothesis : None
sphinx : None
blosc : None
feather : None
xlsxwriter : None
lxml.etree : None
html5lib : None
pymysql : None
psycopg2 : None
jinja2 : None
IPython : 7.20.0
pandas_datareader: None
bs4 : None
bottleneck : None
fsspec : None
fastparquet : None
gcsfs : None
matplotlib : None
numexpr : None
odfpy : None
openpyxl : None
pandas_gbq : None
pyarrow : None
pyxlsb : None
s3fs : None
scipy : None
sqlalchemy : None
tables : None
tabulate : None
xarray : None
xlrd : None
xlwt : None
numba : None
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44031/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44031/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44032 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44032/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44032/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44032/events | https://github.com/pandas-dev/pandas/pull/44032 | 1,026,775,219 | PR_kwDOAA0YD84tOENn | 44,032 | [PERF] fixing memory leak in aggregation.pyx | {
"avatar_url": "https://avatars.githubusercontent.com/u/17513912?v=4",
"events_url": "https://api.github.com/users/realead/events{/privacy}",
"followers_url": "https://api.github.com/users/realead/followers",
"following_url": "https://api.github.com/users/realead/following{/other_user}",
"gists_url": "https://api.github.com/users/realead/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/realead",
"id": 17513912,
"login": "realead",
"node_id": "MDQ6VXNlcjE3NTEzOTEy",
"organizations_url": "https://api.github.com/users/realead/orgs",
"received_events_url": "https://api.github.com/users/realead/received_events",
"repos_url": "https://api.github.com/users/realead/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/realead/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/realead/subscriptions",
"type": "User",
"url": "https://api.github.com/users/realead"
} | [
{
"color": "a10c02",
"default": false,
"description": "Memory or execution speed performance",
"id": 8935311,
"name": "Performance",
"node_id": "MDU6TGFiZWw4OTM1MzEx",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Performance"
},
{
"color": "d4c5f9",
"default": false,
"description": "rolling, ewma, expanding",
"id": 1045950827,
"name": "Window",
"node_id": "MDU6TGFiZWwxMDQ1OTUwODI3",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Window"
}
] | closed | false | null | [] | {
"closed_at": "2021-10-17T11:06:28Z",
"closed_issues": 77,
"created_at": "2021-09-10T19:48:56Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/13159005?v=4",
"events_url": "https://api.github.com/users/simonjayhawkins/events{/privacy}",
"followers_url": "https://api.github.com/users/simonjayhawkins/followers",
"following_url": "https://api.github.com/users/simonjayhawkins/following{/other_user}",
"gists_url": "https://api.github.com/users/simonjayhawkins/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/simonjayhawkins",
"id": 13159005,
"login": "simonjayhawkins",
"node_id": "MDQ6VXNlcjEzMTU5MDA1",
"organizations_url": "https://api.github.com/users/simonjayhawkins/orgs",
"received_events_url": "https://api.github.com/users/simonjayhawkins/received_events",
"repos_url": "https://api.github.com/users/simonjayhawkins/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/simonjayhawkins/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/simonjayhawkins/subscriptions",
"type": "User",
"url": "https://api.github.com/users/simonjayhawkins"
},
"description": "on-merge: backport to 1.3.x",
"due_on": "2021-10-17T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/90",
"id": 7142224,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/90/labels",
"node_id": "MI_kwDOAA0YD84AbPtQ",
"number": 90,
"open_issues": 0,
"state": "closed",
"title": "1.3.4",
"updated_at": "2021-10-18T11:00:43Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/90"
} | 6 | "2021-10-14T20:06:26Z" | "2021-10-16T17:47:33Z" | "2021-10-16T17:46:50Z" | CONTRIBUTOR | null | - [x] closes #43339
- [x] tests 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
The old memory needs to be released, before the pointer switches to the new list.
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44032/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44032/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44032.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44032",
"merged_at": "2021-10-16T17:46:50Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44032.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44032"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44033 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44033/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44033/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44033/events | https://github.com/pandas-dev/pandas/pull/44033 | 1,026,786,005 | PR_kwDOAA0YD84tOGZ_ | 44,033 | REGR: Barplot broken on Index(dtype='object') | {
"avatar_url": "https://avatars.githubusercontent.com/u/26471522?v=4",
"events_url": "https://api.github.com/users/SabrinaMB/events{/privacy}",
"followers_url": "https://api.github.com/users/SabrinaMB/followers",
"following_url": "https://api.github.com/users/SabrinaMB/following{/other_user}",
"gists_url": "https://api.github.com/users/SabrinaMB/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/SabrinaMB",
"id": 26471522,
"login": "SabrinaMB",
"node_id": "MDQ6VXNlcjI2NDcxNTIy",
"organizations_url": "https://api.github.com/users/SabrinaMB/orgs",
"received_events_url": "https://api.github.com/users/SabrinaMB/received_events",
"repos_url": "https://api.github.com/users/SabrinaMB/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/SabrinaMB/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/SabrinaMB/subscriptions",
"type": "User",
"url": "https://api.github.com/users/SabrinaMB"
} | [
{
"color": "C4A000",
"default": false,
"description": "pandas testing functions or related to the test suite",
"id": 127685,
"name": "Testing",
"node_id": "MDU6TGFiZWwxMjc2ODU=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Testing"
},
{
"color": "8AE234",
"default": false,
"description": null,
"id": 2413328,
"name": "Visualization",
"node_id": "MDU6TGFiZWwyNDEzMzI4",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Visualization"
}
] | open | false | null | [] | null | 3 | "2021-10-14T20:19:30Z" | "2021-11-14T03:05:58Z" | null | NONE | null | - [ ] closes #38947
- [x] 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
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44033/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44033/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44033.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44033",
"merged_at": null,
"patch_url": "https://github.com/pandas-dev/pandas/pull/44033.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44033"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44034 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44034/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44034/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44034/events | https://github.com/pandas-dev/pandas/pull/44034 | 1,026,793,624 | PR_kwDOAA0YD84tOH9s | 44,034 | CLN: no need for suffices anymore in test_hashtable.py | {
"avatar_url": "https://avatars.githubusercontent.com/u/17513912?v=4",
"events_url": "https://api.github.com/users/realead/events{/privacy}",
"followers_url": "https://api.github.com/users/realead/followers",
"following_url": "https://api.github.com/users/realead/following{/other_user}",
"gists_url": "https://api.github.com/users/realead/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/realead",
"id": 17513912,
"login": "realead",
"node_id": "MDQ6VXNlcjE3NTEzOTEy",
"organizations_url": "https://api.github.com/users/realead/orgs",
"received_events_url": "https://api.github.com/users/realead/received_events",
"repos_url": "https://api.github.com/users/realead/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/realead/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/realead/subscriptions",
"type": "User",
"url": "https://api.github.com/users/realead"
} | [
{
"color": "C4A000",
"default": false,
"description": "pandas testing functions or related to the test suite",
"id": 127685,
"name": "Testing",
"node_id": "MDU6TGFiZWwxMjc2ODU=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Testing"
},
{
"color": "207de5",
"default": false,
"description": null,
"id": 211029535,
"name": "Clean",
"node_id": "MDU6TGFiZWwyMTEwMjk1MzU=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Clean"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 1 | "2021-10-14T20:29:13Z" | "2021-10-15T18:16:47Z" | "2021-10-15T18:16:32Z" | CONTRIBUTOR | null | - [ ] 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
Since we have version with fused types, there is no need to call precise version (i.e. with suffices like int64, int32 and so on) any longer.
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44034/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44034/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44034.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44034",
"merged_at": "2021-10-15T18:16:32Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44034.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44034"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44035 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44035/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44035/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44035/events | https://github.com/pandas-dev/pandas/pull/44035 | 1,026,816,868 | PR_kwDOAA0YD84tOMlK | 44,035 | TST: adds test for .loc on multiindex for series GH43908 | {
"avatar_url": "https://avatars.githubusercontent.com/u/47657222?v=4",
"events_url": "https://api.github.com/users/KoenSR/events{/privacy}",
"followers_url": "https://api.github.com/users/KoenSR/followers",
"following_url": "https://api.github.com/users/KoenSR/following{/other_user}",
"gists_url": "https://api.github.com/users/KoenSR/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/KoenSR",
"id": 47657222,
"login": "KoenSR",
"node_id": "MDQ6VXNlcjQ3NjU3MjIy",
"organizations_url": "https://api.github.com/users/KoenSR/orgs",
"received_events_url": "https://api.github.com/users/KoenSR/received_events",
"repos_url": "https://api.github.com/users/KoenSR/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/KoenSR/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/KoenSR/subscriptions",
"type": "User",
"url": "https://api.github.com/users/KoenSR"
} | [
{
"color": "C4A000",
"default": false,
"description": "pandas testing functions or related to the test suite",
"id": 127685,
"name": "Testing",
"node_id": "MDU6TGFiZWwxMjc2ODU=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Testing"
},
{
"color": "207de5",
"default": false,
"description": null,
"id": 71268330,
"name": "MultiIndex",
"node_id": "MDU6TGFiZWw3MTI2ODMzMA==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/MultiIndex"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 1 | "2021-10-14T21:01:33Z" | "2021-10-15T18:15:35Z" | "2021-10-15T18:15:20Z" | CONTRIBUTOR | null | - [x] closes #43908
- [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
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44035/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44035/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44035.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44035",
"merged_at": "2021-10-15T18:15:20Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44035.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44035"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44036 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44036/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44036/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44036/events | https://github.com/pandas-dev/pandas/pull/44036 | 1,026,847,018 | PR_kwDOAA0YD84tOSl0 | 44,036 | Backport PR #43729: DEPS: Upgrade Deps for Python 3.10 | {
"avatar_url": "https://avatars.githubusercontent.com/u/47963215?v=4",
"events_url": "https://api.github.com/users/lithomas1/events{/privacy}",
"followers_url": "https://api.github.com/users/lithomas1/followers",
"following_url": "https://api.github.com/users/lithomas1/following{/other_user}",
"gists_url": "https://api.github.com/users/lithomas1/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/lithomas1",
"id": 47963215,
"login": "lithomas1",
"node_id": "MDQ6VXNlcjQ3OTYzMjE1",
"organizations_url": "https://api.github.com/users/lithomas1/orgs",
"received_events_url": "https://api.github.com/users/lithomas1/received_events",
"repos_url": "https://api.github.com/users/lithomas1/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/lithomas1/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/lithomas1/subscriptions",
"type": "User",
"url": "https://api.github.com/users/lithomas1"
} | [
{
"color": "0052cc",
"default": false,
"description": "pandas objects compatability with Numpy or Python functions",
"id": 76865106,
"name": "Compat",
"node_id": "MDU6TGFiZWw3Njg2NTEwNg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Compat"
},
{
"color": "d93f0b",
"default": false,
"description": "Required and optional dependencies",
"id": 527603109,
"name": "Dependencies",
"node_id": "MDU6TGFiZWw1Mjc2MDMxMDk=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Dependencies"
},
{
"color": "fef2c0",
"default": false,
"description": "",
"id": 2955636717,
"name": "Python 3.10",
"node_id": "MDU6TGFiZWwyOTU1NjM2NzE3",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Python%203.10"
}
] | closed | false | null | [] | {
"closed_at": "2021-10-17T11:06:28Z",
"closed_issues": 77,
"created_at": "2021-09-10T19:48:56Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/13159005?v=4",
"events_url": "https://api.github.com/users/simonjayhawkins/events{/privacy}",
"followers_url": "https://api.github.com/users/simonjayhawkins/followers",
"following_url": "https://api.github.com/users/simonjayhawkins/following{/other_user}",
"gists_url": "https://api.github.com/users/simonjayhawkins/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/simonjayhawkins",
"id": 13159005,
"login": "simonjayhawkins",
"node_id": "MDQ6VXNlcjEzMTU5MDA1",
"organizations_url": "https://api.github.com/users/simonjayhawkins/orgs",
"received_events_url": "https://api.github.com/users/simonjayhawkins/received_events",
"repos_url": "https://api.github.com/users/simonjayhawkins/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/simonjayhawkins/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/simonjayhawkins/subscriptions",
"type": "User",
"url": "https://api.github.com/users/simonjayhawkins"
},
"description": "on-merge: backport to 1.3.x",
"due_on": "2021-10-17T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/90",
"id": 7142224,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/90/labels",
"node_id": "MI_kwDOAA0YD84AbPtQ",
"number": 90,
"open_issues": 0,
"state": "closed",
"title": "1.3.4",
"updated_at": "2021-10-18T11:00:43Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/90"
} | 1 | "2021-10-14T21:40:29Z" | "2021-10-15T02:24:37Z" | "2021-10-15T01:33:26Z" | MEMBER | null | - [ ] closes #xxxx
- [ ] 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
**THIS IS A MANUAL BACKPORT OF LARGE BUILD CHANGES. PLEASE REVIEW CAREFULLY BEFORE MERGING** | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44036/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44036/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44036.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44036",
"merged_at": "2021-10-15T01:33:26Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44036.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44036"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44037 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44037/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44037/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44037/events | https://github.com/pandas-dev/pandas/pull/44037 | 1,026,865,175 | PR_kwDOAA0YD84tOWLj | 44,037 | DOC: Document and annotate Index.reindex (#40328). | {
"avatar_url": "https://avatars.githubusercontent.com/u/71850263?v=4",
"events_url": "https://api.github.com/users/ShivnarenSrinivasan/events{/privacy}",
"followers_url": "https://api.github.com/users/ShivnarenSrinivasan/followers",
"following_url": "https://api.github.com/users/ShivnarenSrinivasan/following{/other_user}",
"gists_url": "https://api.github.com/users/ShivnarenSrinivasan/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/ShivnarenSrinivasan",
"id": 71850263,
"login": "ShivnarenSrinivasan",
"node_id": "MDQ6VXNlcjcxODUwMjYz",
"organizations_url": "https://api.github.com/users/ShivnarenSrinivasan/orgs",
"received_events_url": "https://api.github.com/users/ShivnarenSrinivasan/received_events",
"repos_url": "https://api.github.com/users/ShivnarenSrinivasan/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/ShivnarenSrinivasan/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/ShivnarenSrinivasan/subscriptions",
"type": "User",
"url": "https://api.github.com/users/ShivnarenSrinivasan"
} | [
{
"color": "3465A4",
"default": false,
"description": null,
"id": 134699,
"name": "Docs",
"node_id": "MDU6TGFiZWwxMzQ2OTk=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Docs"
},
{
"color": "0b02e1",
"default": false,
"description": "Related to indexing on series/frames, not to indexes themselves",
"id": 2822098,
"name": "Indexing",
"node_id": "MDU6TGFiZWwyODIyMDk4",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Indexing"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 1 | "2021-10-14T22:10:42Z" | "2021-10-16T15:47:43Z" | "2021-10-16T15:35:07Z" | CONTRIBUTOR | null | - [x] closes #40328
- [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
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44037/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44037/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44037.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44037",
"merged_at": "2021-10-16T15:35:06Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44037.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44037"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44038 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44038/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44038/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44038/events | https://github.com/pandas-dev/pandas/pull/44038 | 1,026,964,224 | PR_kwDOAA0YD84tOqGI | 44,038 | TST: added groupby apply test for nan coerce | {
"avatar_url": "https://avatars.githubusercontent.com/u/31109639?v=4",
"events_url": "https://api.github.com/users/tyvich/events{/privacy}",
"followers_url": "https://api.github.com/users/tyvich/followers",
"following_url": "https://api.github.com/users/tyvich/following{/other_user}",
"gists_url": "https://api.github.com/users/tyvich/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/tyvich",
"id": 31109639,
"login": "tyvich",
"node_id": "MDQ6VXNlcjMxMTA5NjM5",
"organizations_url": "https://api.github.com/users/tyvich/orgs",
"received_events_url": "https://api.github.com/users/tyvich/received_events",
"repos_url": "https://api.github.com/users/tyvich/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/tyvich/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/tyvich/subscriptions",
"type": "User",
"url": "https://api.github.com/users/tyvich"
} | [
{
"color": "C4A000",
"default": false,
"description": "pandas testing functions or related to the test suite",
"id": 127685,
"name": "Testing",
"node_id": "MDU6TGFiZWwxMjc2ODU=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Testing"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 1 | "2021-10-15T01:04:31Z" | "2021-10-16T15:36:17Z" | "2021-10-16T15:36:13Z" | CONTRIBUTOR | null | - [x] closes #24903
- [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] Bug was reported in #24903 that showed empty strings being coerced into Nan when certain apply was used with groupby. Although bug has been fixed, this test identifies the issue if it were to happen again. | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44038/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44038/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44038.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44038",
"merged_at": "2021-10-16T15:36:13Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44038.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44038"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44039 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44039/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44039/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44039/events | https://github.com/pandas-dev/pandas/pull/44039 | 1,026,998,395 | PR_kwDOAA0YD84tOxG4 | 44,039 | REF: dispatch DTI/TDI setops to RangeIndex | {
"avatar_url": "https://avatars.githubusercontent.com/u/8078968?v=4",
"events_url": "https://api.github.com/users/jbrockmendel/events{/privacy}",
"followers_url": "https://api.github.com/users/jbrockmendel/followers",
"following_url": "https://api.github.com/users/jbrockmendel/following{/other_user}",
"gists_url": "https://api.github.com/users/jbrockmendel/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jbrockmendel",
"id": 8078968,
"login": "jbrockmendel",
"node_id": "MDQ6VXNlcjgwNzg5Njg=",
"organizations_url": "https://api.github.com/users/jbrockmendel/orgs",
"received_events_url": "https://api.github.com/users/jbrockmendel/received_events",
"repos_url": "https://api.github.com/users/jbrockmendel/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jbrockmendel/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jbrockmendel/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jbrockmendel"
} | [
{
"color": "FCE94F",
"default": false,
"description": "Internal refactoring of code",
"id": 127681,
"name": "Refactor",
"node_id": "MDU6TGFiZWwxMjc2ODE=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Refactor"
},
{
"color": "0b02e1",
"default": false,
"description": "Related to indexing on series/frames, not to indexes themselves",
"id": 2822098,
"name": "Indexing",
"node_id": "MDU6TGFiZWwyODIyMDk4",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Indexing"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 1 | "2021-10-15T01:55:22Z" | "2021-10-16T17:48:07Z" | "2021-10-16T17:28:17Z" | MEMBER | null | - [ ] closes #xxxx
- [ ] 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
Includes #44019 (but not that whatsnew)
I'm optimistic we can eventually dispatch all the relevant cases and then can get rid of the special-cased _fast_union/_fast_intersect. | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44039/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44039/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44039.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44039",
"merged_at": "2021-10-16T17:28:16Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44039.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44039"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44040 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44040/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44040/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44040/events | https://github.com/pandas-dev/pandas/pull/44040 | 1,027,001,186 | PR_kwDOAA0YD84tOxoV | 44,040 | DOC: Fix Docstring for DataFrame nlargest `keep` option (#44040) | {
"avatar_url": "https://avatars.githubusercontent.com/u/25895405?v=4",
"events_url": "https://api.github.com/users/Zeroto521/events{/privacy}",
"followers_url": "https://api.github.com/users/Zeroto521/followers",
"following_url": "https://api.github.com/users/Zeroto521/following{/other_user}",
"gists_url": "https://api.github.com/users/Zeroto521/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/Zeroto521",
"id": 25895405,
"login": "Zeroto521",
"node_id": "MDQ6VXNlcjI1ODk1NDA1",
"organizations_url": "https://api.github.com/users/Zeroto521/orgs",
"received_events_url": "https://api.github.com/users/Zeroto521/received_events",
"repos_url": "https://api.github.com/users/Zeroto521/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/Zeroto521/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/Zeroto521/subscriptions",
"type": "User",
"url": "https://api.github.com/users/Zeroto521"
} | [
{
"color": "3465A4",
"default": false,
"description": null,
"id": 134699,
"name": "Docs",
"node_id": "MDU6TGFiZWwxMzQ2OTk=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Docs"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 1 | "2021-10-15T02:02:09Z" | "2021-10-15T08:35:30Z" | "2021-10-15T07:32:06Z" | CONTRIBUTOR | null | - [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] Add double backticks for DataFrame nlargest `keep` option to keep the style consistent
From
https://pandas.pydata.org/docs/dev/reference/api/pandas.DataFrame.nlargest.html
To
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44040/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44040/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44040.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44040",
"merged_at": "2021-10-15T07:32:06Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44040.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44040"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44041 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44041/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44041/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44041/events | https://github.com/pandas-dev/pandas/pull/44041 | 1,027,024,981 | PR_kwDOAA0YD84tO2Ht | 44,041 | Fixed metadata propagation in Dataframe.apply (issue #28283) | {
"avatar_url": "https://avatars.githubusercontent.com/u/56267277?v=4",
"events_url": "https://api.github.com/users/moha-rk/events{/privacy}",
"followers_url": "https://api.github.com/users/moha-rk/followers",
"following_url": "https://api.github.com/users/moha-rk/following{/other_user}",
"gists_url": "https://api.github.com/users/moha-rk/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/moha-rk",
"id": 56267277,
"login": "moha-rk",
"node_id": "MDQ6VXNlcjU2MjY3Mjc3",
"organizations_url": "https://api.github.com/users/moha-rk/orgs",
"received_events_url": "https://api.github.com/users/moha-rk/received_events",
"repos_url": "https://api.github.com/users/moha-rk/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/moha-rk/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/moha-rk/subscriptions",
"type": "User",
"url": "https://api.github.com/users/moha-rk"
} | [
{
"color": "fbca04",
"default": false,
"description": "Apply, Aggregate, Transform",
"id": 697792067,
"name": "Apply",
"node_id": "MDU6TGFiZWw2OTc3OTIwNjc=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Apply"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 2 | "2021-10-15T02:53:36Z" | "2021-10-29T21:57:49Z" | "2021-10-29T21:57:49Z" | CONTRIBUTOR | null | Co-authored-by: Mohamad Rkein <[email protected]>
Co-authored-by: Rafael Rodrigues <[email protected]>
In reference to #28283
- [ ] closes #xxxx
- [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
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44041/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44041/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44041.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44041",
"merged_at": "2021-10-29T21:57:49Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44041.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44041"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44042 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44042/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44042/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44042/events | https://github.com/pandas-dev/pandas/issues/44042 | 1,027,394,485 | I_kwDOAA0YD849PMu1 | 44,042 | ENH: Aggregate pass args and kwargs to function list | {
"avatar_url": "https://avatars.githubusercontent.com/u/25247745?v=4",
"events_url": "https://api.github.com/users/weber-s/events{/privacy}",
"followers_url": "https://api.github.com/users/weber-s/followers",
"following_url": "https://api.github.com/users/weber-s/following{/other_user}",
"gists_url": "https://api.github.com/users/weber-s/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/weber-s",
"id": 25247745,
"login": "weber-s",
"node_id": "MDQ6VXNlcjI1MjQ3NzQ1",
"organizations_url": "https://api.github.com/users/weber-s/orgs",
"received_events_url": "https://api.github.com/users/weber-s/received_events",
"repos_url": "https://api.github.com/users/weber-s/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/weber-s/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/weber-s/subscriptions",
"type": "User",
"url": "https://api.github.com/users/weber-s"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "fbca04",
"default": false,
"description": "Apply, Aggregate, Transform",
"id": 697792067,
"name": "Apply",
"node_id": "MDU6TGFiZWw2OTc3OTIwNjc=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Apply"
},
{
"color": "b60205",
"default": false,
"description": "Internal Consistency of API/Behavior",
"id": 1741841389,
"name": "API - Consistency",
"node_id": "MDU6TGFiZWwxNzQxODQxMzg5",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/API%20-%20Consistency"
}
] | open | false | null | [] | null | 1 | "2021-10-15T12:29:32Z" | "2021-10-16T05:03:56Z" | null | NONE | null | #### Describe the solution you'd like
When aggregating dataframe with different functions, it is currently not possible to pass kwargs to the functions.
My use case is a dataframe I want to aggregate by values, and apply either "count" or "sum" on it:
Ex than **works** (1 function):
```py
df.agg(
less_than_1j,
aggregation_func="count"
)
```
Ex than **does not work** (2+ functions):
```py
df.agg(
[
less_than_1j,
between_1j_2j,
],
aggregation_func="count"
)
```
with `less_than_1j` and `between_1j_2j` signature being something like: `def less_than_1j(x, aggregation_func="sum")`
#### Describe alternatives you've considered
The issue is in [core/apply.py#124](https://github.com/pandas-dev/pandas/blob/73c68257545b5f8530b7044f56647bd2db92e2ba/pandas/core/apply.py#L124)
```py
# curry if needed
if (
(kwargs or args)
and not isinstance(func, (np.ufunc, str))
and not is_list_like(func)
):
def f(x):
return func(x, *args, **kwargs)
else:
f = func
```
Fix proposed: add this check:
```py
elif (kwargs or args) and is_list_like(func):
def f(x):
return [fun(x, *args, **kwargs) for fun in func]
``` | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44042/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44042/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44043 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44043/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44043/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44043/events | https://github.com/pandas-dev/pandas/pull/44043 | 1,027,589,076 | PR_kwDOAA0YD84tQmdv | 44,043 | Fix several typos under pandas/_libs | {
"avatar_url": "https://avatars.githubusercontent.com/u/50751110?v=4",
"events_url": "https://api.github.com/users/PApostol/events{/privacy}",
"followers_url": "https://api.github.com/users/PApostol/followers",
"following_url": "https://api.github.com/users/PApostol/following{/other_user}",
"gists_url": "https://api.github.com/users/PApostol/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/PApostol",
"id": 50751110,
"login": "PApostol",
"node_id": "MDQ6VXNlcjUwNzUxMTEw",
"organizations_url": "https://api.github.com/users/PApostol/orgs",
"received_events_url": "https://api.github.com/users/PApostol/received_events",
"repos_url": "https://api.github.com/users/PApostol/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/PApostol/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/PApostol/subscriptions",
"type": "User",
"url": "https://api.github.com/users/PApostol"
} | [
{
"color": "3465A4",
"default": false,
"description": null,
"id": 134699,
"name": "Docs",
"node_id": "MDU6TGFiZWwxMzQ2OTk=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Docs"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 3 | "2021-10-15T16:07:46Z" | "2021-10-15T21:26:48Z" | "2021-10-15T18:14:13Z" | CONTRIBUTOR | null | - [ ] closes #xxxx
- [ ] 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
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44043/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44043/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44043.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44043",
"merged_at": "2021-10-15T18:14:13Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44043.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44043"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44044 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44044/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44044/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44044/events | https://github.com/pandas-dev/pandas/issues/44044 | 1,027,790,283 | I_kwDOAA0YD849QtXL | 44,044 | BUG: Error with the upgrade. pd.DataFrame(dict) not working. Exception: Data must be 1-dimensional | {
"avatar_url": "https://avatars.githubusercontent.com/u/22636443?v=4",
"events_url": "https://api.github.com/users/Rajmehta123/events{/privacy}",
"followers_url": "https://api.github.com/users/Rajmehta123/followers",
"following_url": "https://api.github.com/users/Rajmehta123/following{/other_user}",
"gists_url": "https://api.github.com/users/Rajmehta123/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/Rajmehta123",
"id": 22636443,
"login": "Rajmehta123",
"node_id": "MDQ6VXNlcjIyNjM2NDQz",
"organizations_url": "https://api.github.com/users/Rajmehta123/orgs",
"received_events_url": "https://api.github.com/users/Rajmehta123/received_events",
"repos_url": "https://api.github.com/users/Rajmehta123/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/Rajmehta123/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/Rajmehta123/subscriptions",
"type": "User",
"url": "https://api.github.com/users/Rajmehta123"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "207de5",
"default": false,
"description": "Clarification about behavior needed to assess issue",
"id": 307649777,
"name": "Needs Info",
"node_id": "MDU6TGFiZWwzMDc2NDk3Nzc=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Needs%20Info"
},
{
"color": "d4c5f9",
"default": false,
"description": "Series/DataFrame/Index/pd.array Constructors",
"id": 1465286368,
"name": "Constructors",
"node_id": "MDU6TGFiZWwxNDY1Mjg2MzY4",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Constructors"
}
] | closed | false | null | [] | null | 2 | "2021-10-15T20:37:38Z" | "2021-10-21T16:17:41Z" | "2021-10-21T16:17:41Z" | 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
```python
import pandas as pd
dicto = {'Hello':['1','2'],'Hey':['4','5']}
df = pd.DataFrame(dicto)
```
### Issue Description
Exception: Data must be 1-dimensional.
Downgrading to 0.25.3 works
### Expected Behavior
Return Dataframe of the dic
### Installed Versions
<details>
pandas : 1.3.3
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44044/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44044/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44045 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44045/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44045/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44045/events | https://github.com/pandas-dev/pandas/issues/44045 | 1,027,823,390 | I_kwDOAA0YD849Q1ce | 44,045 | ENH:Possible expansion of codespell to more file types | {
"avatar_url": "https://avatars.githubusercontent.com/u/50751110?v=4",
"events_url": "https://api.github.com/users/PApostol/events{/privacy}",
"followers_url": "https://api.github.com/users/PApostol/followers",
"following_url": "https://api.github.com/users/PApostol/following{/other_user}",
"gists_url": "https://api.github.com/users/PApostol/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/PApostol",
"id": 50751110,
"login": "PApostol",
"node_id": "MDQ6VXNlcjUwNzUxMTEw",
"organizations_url": "https://api.github.com/users/PApostol/orgs",
"received_events_url": "https://api.github.com/users/PApostol/received_events",
"repos_url": "https://api.github.com/users/PApostol/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/PApostol/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/PApostol/subscriptions",
"type": "User",
"url": "https://api.github.com/users/PApostol"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "eb6420",
"default": false,
"description": "Code style, linting, code_checks",
"id": 106935113,
"name": "Code Style",
"node_id": "MDU6TGFiZWwxMDY5MzUxMTM=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Code%20Style"
},
{
"color": "207de5",
"default": false,
"description": "Requires discussion from core team before further action",
"id": 219960758,
"name": "Needs Discussion",
"node_id": "MDU6TGFiZWwyMTk5NjA3NTg=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Needs%20Discussion"
}
] | open | false | null | [] | null | 1 | "2021-10-15T21:26:18Z" | "2021-10-21T21:26:57Z" | null | CONTRIBUTOR | null | At the moment, [codespell](https://github.com/pandas-dev/pandas/blob/c30afb23dfa948e3b34b4d71abb16ce455012428/.pre-commit-config.yaml#L15-L20) is enabled only for the following file types: `python, rst, markdown`
As a consequence, typos in various other file types can easily slip through (see #44043 as an example).
Could the expansion of codespell to more file types be beneficial? | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44045/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44045/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44046 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44046/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44046/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44046/events | https://github.com/pandas-dev/pandas/pull/44046 | 1,027,934,477 | PR_kwDOAA0YD84tRk8E | 44,046 | added test to indexing on groupby, #32464 | {
"avatar_url": "https://avatars.githubusercontent.com/u/29053090?v=4",
"events_url": "https://api.github.com/users/gabrieldi95/events{/privacy}",
"followers_url": "https://api.github.com/users/gabrieldi95/followers",
"following_url": "https://api.github.com/users/gabrieldi95/following{/other_user}",
"gists_url": "https://api.github.com/users/gabrieldi95/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/gabrieldi95",
"id": 29053090,
"login": "gabrieldi95",
"node_id": "MDQ6VXNlcjI5MDUzMDkw",
"organizations_url": "https://api.github.com/users/gabrieldi95/orgs",
"received_events_url": "https://api.github.com/users/gabrieldi95/received_events",
"repos_url": "https://api.github.com/users/gabrieldi95/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/gabrieldi95/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/gabrieldi95/subscriptions",
"type": "User",
"url": "https://api.github.com/users/gabrieldi95"
} | [
{
"color": "C4A000",
"default": false,
"description": "pandas testing functions or related to the test suite",
"id": 127685,
"name": "Testing",
"node_id": "MDU6TGFiZWwxMjc2ODU=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Testing"
},
{
"color": "729FCF",
"default": false,
"description": null,
"id": 233160,
"name": "Groupby",
"node_id": "MDU6TGFiZWwyMzMxNjA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Groupby"
},
{
"color": "207de5",
"default": false,
"description": null,
"id": 71268330,
"name": "MultiIndex",
"node_id": "MDU6TGFiZWw3MTI2ODMzMA==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/MultiIndex"
}
] | open | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 4 | "2021-10-16T03:06:30Z" | "2021-11-19T00:09:29Z" | null | CONTRIBUTOR | null | - [x] closes #32464
- [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
This makes sure an index of a groupby with more then one column is always a MultiIndex.
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44046/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44046/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44046.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44046",
"merged_at": null,
"patch_url": "https://github.com/pandas-dev/pandas/pull/44046.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44046"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44047 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44047/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44047/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44047/events | https://github.com/pandas-dev/pandas/pull/44047 | 1,027,941,778 | PR_kwDOAA0YD84tRmHQ | 44,047 | Removed a manual file handler pitfall | {
"avatar_url": "https://avatars.githubusercontent.com/u/8750259?v=4",
"events_url": "https://api.github.com/users/NaelsonDouglas/events{/privacy}",
"followers_url": "https://api.github.com/users/NaelsonDouglas/followers",
"following_url": "https://api.github.com/users/NaelsonDouglas/following{/other_user}",
"gists_url": "https://api.github.com/users/NaelsonDouglas/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/NaelsonDouglas",
"id": 8750259,
"login": "NaelsonDouglas",
"node_id": "MDQ6VXNlcjg3NTAyNTk=",
"organizations_url": "https://api.github.com/users/NaelsonDouglas/orgs",
"received_events_url": "https://api.github.com/users/NaelsonDouglas/received_events",
"repos_url": "https://api.github.com/users/NaelsonDouglas/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/NaelsonDouglas/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/NaelsonDouglas/subscriptions",
"type": "User",
"url": "https://api.github.com/users/NaelsonDouglas"
} | [] | closed | false | null | [] | null | 2 | "2021-10-16T03:49:43Z" | "2021-10-16T19:10:31Z" | "2021-10-16T18:14:21Z" | NONE | null | It is a simple PR.
It only removes a manual file handler pitfall from versioneer.py
As stated by [Pylint documentation](https://pylint.pycqa.org/en/latest/technical_reference/features.html)
"
consider-using-with (R1732)
Consider using 'with' for resource-allocating operations Emitted if a resource-allocating assignment or call may be replaced by a 'with' block. By using 'with' the release of the allocated resources is ensured even in the case of an exception.
" | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44047/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44047/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44047.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44047",
"merged_at": null,
"patch_url": "https://github.com/pandas-dev/pandas/pull/44047.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44047"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44048 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44048/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44048/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44048/events | https://github.com/pandas-dev/pandas/issues/44048 | 1,027,955,064 | I_kwDOAA0YD849RVl4 | 44,048 | BUG: Index.fillna ignores 'downcast' | {
"avatar_url": "https://avatars.githubusercontent.com/u/8078968?v=4",
"events_url": "https://api.github.com/users/jbrockmendel/events{/privacy}",
"followers_url": "https://api.github.com/users/jbrockmendel/followers",
"following_url": "https://api.github.com/users/jbrockmendel/following{/other_user}",
"gists_url": "https://api.github.com/users/jbrockmendel/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jbrockmendel",
"id": 8078968,
"login": "jbrockmendel",
"node_id": "MDQ6VXNlcjgwNzg5Njg=",
"organizations_url": "https://api.github.com/users/jbrockmendel/orgs",
"received_events_url": "https://api.github.com/users/jbrockmendel/received_events",
"repos_url": "https://api.github.com/users/jbrockmendel/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jbrockmendel/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jbrockmendel/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jbrockmendel"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "d7e102",
"default": false,
"description": "np.nan, pd.NaT, pd.NA, dropna, isnull, interpolate",
"id": 2822342,
"name": "Missing-data",
"node_id": "MDU6TGFiZWwyODIyMzQy",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Missing-data"
},
{
"color": "e99695",
"default": false,
"description": "Related to the Index class or subclasses",
"id": 1218227310,
"name": "Index",
"node_id": "MDU6TGFiZWwxMjE4MjI3MzEw",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Index"
}
] | open | false | null | [] | null | 1 | "2021-10-16T05:04:50Z" | "2021-10-30T18:54:08Z" | null | MEMBER | null |
### Issue Description
```
def fillna(self, value=None, downcast=None):
value = self._require_scalar(value)
if self.hasnans:
result = self.putmask(self._isnan, value)
if downcast is None:
return Index._with_infer(result, name=self.name)
return self._view()
```
In the case with `downcast` not None and `self.hasnans`, we fall through to return `self._view()` and ignore `result`. We don't have any such cases in the test suite.
### Expected Behavior
Not ignoring `result` or `downcast`.
I'd be OK with deprecating the keyword; i expect it is just there to match NDFrame.
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44048/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44048/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44049 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44049/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44049/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44049/events | https://github.com/pandas-dev/pandas/issues/44049 | 1,027,992,422 | I_kwDOAA0YD849Retm | 44,049 | ENH: | {
"avatar_url": "https://avatars.githubusercontent.com/u/11477153?v=4",
"events_url": "https://api.github.com/users/franzhaas/events{/privacy}",
"followers_url": "https://api.github.com/users/franzhaas/followers",
"following_url": "https://api.github.com/users/franzhaas/following{/other_user}",
"gists_url": "https://api.github.com/users/franzhaas/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/franzhaas",
"id": 11477153,
"login": "franzhaas",
"node_id": "MDQ6VXNlcjExNDc3MTUz",
"organizations_url": "https://api.github.com/users/franzhaas/orgs",
"received_events_url": "https://api.github.com/users/franzhaas/received_events",
"repos_url": "https://api.github.com/users/franzhaas/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/franzhaas/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/franzhaas/subscriptions",
"type": "User",
"url": "https://api.github.com/users/franzhaas"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "0052cc",
"default": false,
"description": "Issue that has not been reviewed by a pandas team member",
"id": 1954720290,
"name": "Needs Triage",
"node_id": "MDU6TGFiZWwxOTU0NzIwMjkw",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Needs%20Triage"
}
] | closed | false | null | [] | null | 5 | "2021-10-16T08:32:34Z" | "2021-10-30T22:50:35Z" | "2021-10-30T22:50:34Z" | NONE | null | #### Is your feature request related to a problem?
When using jupyter-book with the pdflatex i can create beautiful tables from data frames, but when using a styler object this does not work at all.
I suspect this is due to differences in how to use the _repr_latex_ methods for styler and for dataframe objects.
#### Describe the solution you'd like
I would like to be able to use styler object like dataframe objects to show up in the pdflatex generated pdf.
I was able to achieve that by using this function.:
````python
styler = fancy_styled_pandas_dataframe
def latex_save_styler(styler):
def a(*args, **kwargs):
return styler.data._repr_latex_(*args, **kwargs)
styler._repr_latex_ = a
return styler
latex_save_styler(styler)
````
see also this discussion.: https://github.com/executablebooks/jupyter-book/issues/1512
#### API breaking implications
I do believe the offending property are the mandatory keyword arguments for the _repr_latex methof of the styler object.
parse_index, sparse_columns
#### Describe alternatives you've considered
I am unsure if this is a problem of pandas, or expected behaviour. (and the way pandas is called from jupyter-book should be changed) however, the given code solved my problem at hand, it may or may not be usefull for other people or in understanding/fixing the issue.
#### Additional context
I am using pandas ==1.3.3 and jupyter-book==0.11.3
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44049/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44049/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44050 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44050/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44050/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44050/events | https://github.com/pandas-dev/pandas/issues/44050 | 1,028,055,904 | I_kwDOAA0YD849RuNg | 44,050 | BUG: Hexbin plots does not display x label and xtick labels in pandas 1.3.3 | {
"avatar_url": "https://avatars.githubusercontent.com/u/25457921?v=4",
"events_url": "https://api.github.com/users/stelios-c/events{/privacy}",
"followers_url": "https://api.github.com/users/stelios-c/followers",
"following_url": "https://api.github.com/users/stelios-c/following{/other_user}",
"gists_url": "https://api.github.com/users/stelios-c/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/stelios-c",
"id": 25457921,
"login": "stelios-c",
"node_id": "MDQ6VXNlcjI1NDU3OTIx",
"organizations_url": "https://api.github.com/users/stelios-c/orgs",
"received_events_url": "https://api.github.com/users/stelios-c/received_events",
"repos_url": "https://api.github.com/users/stelios-c/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/stelios-c/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/stelios-c/subscriptions",
"type": "User",
"url": "https://api.github.com/users/stelios-c"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "8AE234",
"default": false,
"description": null,
"id": 2413328,
"name": "Visualization",
"node_id": "MDU6TGFiZWwyNDEzMzI4",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Visualization"
}
] | open | false | null | [] | null | 0 | "2021-10-16T14:01:09Z" | "2021-10-30T22:51:00Z" | 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.
- [ ] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```python
import pandas as pd
import numpy as np
df = pd.DataFrame(np.random.rand(1000, 2), columns=['a', 'b'])
df.plot.hexbin(x='a', y='b');
#thanks @rabernat
```
### Issue Description
Hexbin plots does not display x label and xtick labels. This has been a bug in the past, see closed issue #10678 , it must have been fixed with #20446 and must have been introduced again later.
### Expected Behavior
Expect to see 'a' as the x label and numbers under the x axis ticks. This is only achievable with workaround:
```python
import pandas as pd
import numpy as np
df = pd.DataFrame(np.random.rand(1000, 2), columns=['a', 'b'])
df.plot.hexbin(x='a', y='b',sharex=False);
```
### Installed Versions
<details>
INSTALLED VERSIONS
------------------
commit : 73c68257545b5f8530b7044f56647bd2db92e2ba
python : 3.7.10.final.0
python-bits : 64
OS : Linux
OS-release : 4.19.0-18-cloud-amd64
Version : #1 SMP Debian 4.19.208-1 (2021-09-29)
machine : x86_64
processor :
byteorder : little
LC_ALL : None
LANG : C.UTF-8
LOCALE : en_US.UTF-8
pandas : 1.3.3
numpy : 1.19.5
pytz : 2021.3
dateutil : 2.8.2
pip : 21.2.4
setuptools : 58.2.0
Cython : None
pytest : None
hypothesis : None
sphinx : None
blosc : None
feather : None
xlsxwriter : None
lxml.etree : None
html5lib : None
pymysql : None
psycopg2 : None
jinja2 : 3.0.2
IPython : 7.28.0
pandas_datareader: None
bs4 : None
bottleneck : 1.3.2
fsspec : 2021.10.0
fastparquet : None
gcsfs : 2021.10.0
matplotlib : 3.4.3
numexpr : None
odfpy : None
openpyxl : None
pandas_gbq : None
pyarrow : 5.0.0
pyxlsb : None
s3fs : None
scipy : 1.7.1
sqlalchemy : 1.4.25
tables : None
tabulate : None
xarray : None
xlrd : None
xlwt : None
numba : 0.54.1
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44050/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44050/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44051 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44051/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44051/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44051/events | https://github.com/pandas-dev/pandas/issues/44051 | 1,028,084,409 | I_kwDOAA0YD849R1K5 | 44,051 | API: Index.__getitem__(True) returns 2D ndarray | {
"avatar_url": "https://avatars.githubusercontent.com/u/8078968?v=4",
"events_url": "https://api.github.com/users/jbrockmendel/events{/privacy}",
"followers_url": "https://api.github.com/users/jbrockmendel/followers",
"following_url": "https://api.github.com/users/jbrockmendel/following{/other_user}",
"gists_url": "https://api.github.com/users/jbrockmendel/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jbrockmendel",
"id": 8078968,
"login": "jbrockmendel",
"node_id": "MDQ6VXNlcjgwNzg5Njg=",
"organizations_url": "https://api.github.com/users/jbrockmendel/orgs",
"received_events_url": "https://api.github.com/users/jbrockmendel/received_events",
"repos_url": "https://api.github.com/users/jbrockmendel/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jbrockmendel/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jbrockmendel/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jbrockmendel"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "0b02e1",
"default": false,
"description": "Related to indexing on series/frames, not to indexes themselves",
"id": 2822098,
"name": "Indexing",
"node_id": "MDU6TGFiZWwyODIyMDk4",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Indexing"
}
] | open | false | null | [] | null | 1 | "2021-10-16T16:06:11Z" | "2021-10-20T16:41:57Z" | null | MEMBER | 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
```python
Not clear if this is intentional:
import numpy as np
import pandas as pd
arr = np.random.randn(4)
idx = pd.Index(arr)
idx[True]
>>> idx[True]
array([[ 1.39365849, -0.03655461, 0.17112114, -1.4612337 ]])
```
### Issue Description
For other cases where indexing on index._data returns 2D (e.g. `idx[:, None]`) we issue a FutureWarning, but this goes through a different code path.
### Expected Behavior
I don't have an opinion here, just think whatever we do should be intentional
### Installed Versions
<details>
Replace this line with the output of pd.show_versions()
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44051/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44051/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44052 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44052/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44052/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44052/events | https://github.com/pandas-dev/pandas/issues/44052 | 1,028,084,522 | I_kwDOAA0YD849R1Mq | 44,052 | BUG: Creating a MultiIndex using pd.Index and the name argument is now broken (worked in 1.2.5 with names) | {
"avatar_url": "https://avatars.githubusercontent.com/u/15113894?v=4",
"events_url": "https://api.github.com/users/Dr-Irv/events{/privacy}",
"followers_url": "https://api.github.com/users/Dr-Irv/followers",
"following_url": "https://api.github.com/users/Dr-Irv/following{/other_user}",
"gists_url": "https://api.github.com/users/Dr-Irv/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/Dr-Irv",
"id": 15113894,
"login": "Dr-Irv",
"node_id": "MDQ6VXNlcjE1MTEzODk0",
"organizations_url": "https://api.github.com/users/Dr-Irv/orgs",
"received_events_url": "https://api.github.com/users/Dr-Irv/received_events",
"repos_url": "https://api.github.com/users/Dr-Irv/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/Dr-Irv/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/Dr-Irv/subscriptions",
"type": "User",
"url": "https://api.github.com/users/Dr-Irv"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "207de5",
"default": false,
"description": null,
"id": 71268330,
"name": "MultiIndex",
"node_id": "MDU6TGFiZWw3MTI2ODMzMA==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/MultiIndex"
},
{
"color": "e99695",
"default": false,
"description": "Related to the Index class or subclasses",
"id": 1218227310,
"name": "Index",
"node_id": "MDU6TGFiZWwxMjE4MjI3MzEw",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Index"
}
] | open | false | null | [] | null | 3 | "2021-10-16T16:06:46Z" | "2021-10-30T22:51:57Z" | null | CONTRIBUTOR | 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
```python
In [1]: import pandas as pd
In [2]: pd.__version__
Out[2]: '1.4.0.dev0+905.gdace93d694'
In [3]: pd.Index([(1,0), (1,1)], names=["foo", "bar"])
<ipython-input-3-99fe0b033485>:1: FutureWarning: Passing keywords other than 'data', 'dtype', 'copy', 'name', 'tupleize_cols' is deprecated and will raise TypeError in a future version. Use the specific Index subclass directly instead.
pd.Index([(1,0), (1,1)], names=["foo", "bar"])
Out[3]:
MultiIndex([(1, 0),
(1, 1)],
names=['foo', 'bar'])
In [4]: pd.Index([(1,0), (1,1)], name=["foo", "bar"])
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-4-138c3fe61553> in <module>
----> 1 pd.Index([(1,0), (1,1)], name=["foo", "bar"])
c:\Code\pandas_dev\pandas\pandas\core\indexes\base.py in __new__(cls, data, dtype, copy, name, tupleize_cols, **kwargs)
403 from pandas.core.indexes.range import RangeIndex
404
--> 405 name = maybe_extract_name(name, data, cls)
406
407 if dtype is not None:
c:\Code\pandas_dev\pandas\pandas\core\indexes\base.py in maybe_extract_name(name, obj, cls)
6876 # GH#29069
6877 if not is_hashable(name):
-> 6878 raise TypeError(f"{cls.__name__}.name must be a hashable type")
6879
6880 return name
TypeError: Index.name must be a hashable type
```
### Issue Description
In pandas 1.2.5, you could create a `MultiIndex` using `pd.Index` with the `names` argument:
```python
In [1]: import pandas as pd
In [2]: pd.__version__
Out[2]: '1.2.5'
In [3]: pd.Index([(1,0), (1,1)], names=["foo", "bar"])
Out[3]:
MultiIndex([(1, 0),
(1, 1)],
names=['foo', 'bar'])
```
With `names` being removed as an argument in the future, the user then has to be explicit about using the `pd.MultiIndex()` constructor.
See discussion with @jreback starting here: https://github.com/pandas-dev/pandas/pull/35292#discussion_r730277198
### Expected Behavior
Unclear. Should we accept `names` in `pd.Index()` ? Because you can create a `MultiIndex` without names via
```python
In [5]: pd.Index([(1,0), (1,1)])
Out[5]:
MultiIndex([(1, 0),
(1, 1)],
)
```
### Installed Versions
<details>
INSTALLED VERSIONS
------------------
commit : dace93d694757069c69983d5ce5a2df3f4e1df3a
python : 3.8.6.final.0
python-bits : 64
OS : Windows
OS-release : 10
Version : 10.0.19041
machine : AMD64
processor : Intel64 Family 6 Model 158 Stepping 13, GenuineIntel
byteorder : little
LC_ALL : None
LANG : None
LOCALE : English_United States.1252
pandas : 1.4.0.dev0+905.gdace93d694
numpy : 1.21.2
pytz : 2021.1
dateutil : 2.8.2
pip : 21.2.4
setuptools : 49.6.0.post20210108
Cython : 0.29.24
pytest : 6.2.5
hypothesis : 6.19.0
sphinx : 4.1.2
blosc : None
feather : None
xlsxwriter : 3.0.1
lxml.etree : 4.6.3
html5lib : 1.1
pymysql : None
psycopg2 : None
jinja2 : 3.0.1
IPython : 7.27.0
pandas_datareader: None
bs4 : 4.10.0
bottleneck : 1.3.2
fsspec : 2021.05.0
fastparquet : 0.7.1
gcsfs : 2021.05.0
matplotlib : 3.4.2
numexpr : 2.7.3
odfpy : None
openpyxl : 3.0.7
pandas_gbq : None
pyarrow : 4.0.0
pyxlsb : 1.0.6
s3fs : 2021.05.0
scipy : 1.7.1
sqlalchemy : 1.4.23
tables : 3.6.1
tabulate : 0.8.9
xarray : 0.18.2
xlrd : 2.0.1
xlwt : 1.3.0
numba : 0.53.1
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44052/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44052/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44053 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44053/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44053/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44053/events | https://github.com/pandas-dev/pandas/issues/44053 | 1,028,084,737 | I_kwDOAA0YD849R1QB | 44,053 | BUG: to_datetime with xarray DataArray and specifie unit errors | {
"avatar_url": "https://avatars.githubusercontent.com/u/1020496?v=4",
"events_url": "https://api.github.com/users/jorisvandenbossche/events{/privacy}",
"followers_url": "https://api.github.com/users/jorisvandenbossche/followers",
"following_url": "https://api.github.com/users/jorisvandenbossche/following{/other_user}",
"gists_url": "https://api.github.com/users/jorisvandenbossche/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jorisvandenbossche",
"id": 1020496,
"login": "jorisvandenbossche",
"node_id": "MDQ6VXNlcjEwMjA0OTY=",
"organizations_url": "https://api.github.com/users/jorisvandenbossche/orgs",
"received_events_url": "https://api.github.com/users/jorisvandenbossche/received_events",
"repos_url": "https://api.github.com/users/jorisvandenbossche/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jorisvandenbossche/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jorisvandenbossche/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jorisvandenbossche"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "AFEEEE",
"default": false,
"description": null,
"id": 211840,
"name": "Timeseries",
"node_id": "MDU6TGFiZWwyMTE4NDA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Timeseries"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 5 | "2021-10-16T16:07:45Z" | "2021-10-19T01:43:31Z" | "2021-10-19T01:43:31Z" | MEMBER | null | When passing the values as a `xarray.DataArray` and specifying a unit, we get an error:
```python
In [1]: import xarray as xr
In [2]: arr = xr.DataArray([1, 2, 3])
In [3]: pd.to_datetime(arr, unit='ns')
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-3-547fdd08888f> in <module>
----> 1 pd.to_datetime(arr, unit='ns')
~/miniconda3/envs/DS-geospatial/lib/python3.8/site-packages/pandas/core/tools/datetimes.py in to_datetime(arg, errors, dayfirst, yearfirst, utc, format, exact, unit, infer_datetime_format, origin, cache)
910 result = _convert_and_box_cache(arg, cache_array)
911 else:
--> 912 result = convert_listlike(arg, format)
913 else:
914 result = convert_listlike(np.array([arg]), format)[0]
~/miniconda3/envs/DS-geospatial/lib/python3.8/site-packages/pandas/core/tools/datetimes.py in _convert_listlike_datetimes(arg, format, name, tz, unit, errors, infer_datetime_format, dayfirst, yearfirst, exact)
354 if format is not None:
355 raise ValueError("cannot specify both format and unit")
--> 356 return _to_datetime_with_unit(arg, unit, name, tz, errors)
357 elif getattr(arg, "ndim", 1) > 1:
358 raise TypeError(
~/miniconda3/envs/DS-geospatial/lib/python3.8/site-packages/pandas/core/tools/datetimes.py in _to_datetime_with_unit(arg, unit, name, tz, errors)
526 tz_parsed = None
527 else:
--> 528 arr, tz_parsed = tslib.array_with_unit_to_datetime(arg, unit, errors=errors)
529
530 if errors == "ignore":
TypeError: Argument 'values' has incorrect type (expected numpy.ndarray, got DataArray)
```
Since this is an array-like, I expect that we coerce that to a numpy array before passing to our cython routines (eg passing a list or Series does work this way).
And actually when not specifying the unit, it does work:
```
In [4]: pd.to_datetime(arr)
Out[4]:
DatetimeIndex(['1970-01-01 00:00:00.000000001',
'1970-01-01 00:00:00.000000002',
'1970-01-01 00:00:00.000000003'],
dtype='datetime64[ns]', freq=None)
```
### Installed Versions
<details>
```
In [5]: pd.show_versions()
INSTALLED VERSIONS
------------------
commit : 73c68257545b5f8530b7044f56647bd2db92e2ba
python : 3.8.12.final.0
python-bits : 64
OS : Linux
OS-release : 5.4.0-88-generic
Version : #99-Ubuntu SMP Thu Sep 23 17:29:00 UTC 2021
machine : x86_64
processor : x86_64
byteorder : little
LC_ALL : None
LANG : en_US.UTF-8
LOCALE : en_US.UTF-8
pandas : 1.3.3
numpy : 1.21.2
pytz : 2021.1
dateutil : 2.8.2
pip : 21.2.4
setuptools : 58.0.4
Cython : None
pytest : None
hypothesis : None
sphinx : None
blosc : None
feather : None
xlsxwriter : None
lxml.etree : None
html5lib : None
pymysql : None
psycopg2 : None
jinja2 : 3.0.1
IPython : 7.28.0
pandas_datareader: None
bs4 : None
bottleneck : None
fsspec : 2021.09.0
fastparquet : None
gcsfs : None
matplotlib : 3.4.3
numexpr : None
odfpy : None
openpyxl : None
pandas_gbq : None
pyarrow : 5.0.0
pyxlsb : None
s3fs : 2021.09.0
scipy : 1.7.1
sqlalchemy : None
tables : None
tabulate : None
xarray : 0.19.0
xlrd : None
xlwt : None
numba : 0.53.1
```
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44053/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44053/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44054 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44054/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44054/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44054/events | https://github.com/pandas-dev/pandas/issues/44054 | 1,028,089,192 | I_kwDOAA0YD849R2Vo | 44,054 | ENH: also check type of right DataFrame to determine (sub)class of result DataFrame | {
"avatar_url": "https://avatars.githubusercontent.com/u/1020496?v=4",
"events_url": "https://api.github.com/users/jorisvandenbossche/events{/privacy}",
"followers_url": "https://api.github.com/users/jorisvandenbossche/followers",
"following_url": "https://api.github.com/users/jorisvandenbossche/following{/other_user}",
"gists_url": "https://api.github.com/users/jorisvandenbossche/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jorisvandenbossche",
"id": 1020496,
"login": "jorisvandenbossche",
"node_id": "MDQ6VXNlcjEwMjA0OTY=",
"organizations_url": "https://api.github.com/users/jorisvandenbossche/orgs",
"received_events_url": "https://api.github.com/users/jorisvandenbossche/received_events",
"repos_url": "https://api.github.com/users/jorisvandenbossche/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jorisvandenbossche/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jorisvandenbossche/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jorisvandenbossche"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "02d7e1",
"default": false,
"description": "Concat, Merge/Join, Stack/Unstack, Explode",
"id": 13098779,
"name": "Reshaping",
"node_id": "MDU6TGFiZWwxMzA5ODc3OQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Reshaping"
},
{
"color": "abf98b",
"default": false,
"description": "Subclassing pandas objects",
"id": 2559562239,
"name": "Subclassing",
"node_id": "MDU6TGFiZWwyNTU5NTYyMjM5",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Subclassing"
}
] | open | false | null | [] | null | 2 | "2021-10-16T16:27:07Z" | "2021-10-17T08:15:23Z" | null | MEMBER | null | Currently, we use the type of the left object to construct the result of `pd.merge`:
https://github.com/pandas-dev/pandas/blob/445bb9f57c3d59141a059a5afd2762aef2e96cad/pandas/core/reshape/merge.py#L731-L732
For GeoPandas users, this means that the order of the arguments passed matters: `pd.merge(df, gdf, ..)` (or `df.merge(gdf, ..)`) returns a DataFrame while `pd.merge(gdf, df, ...)` (or `gdf.merge(df, ..)`) returns a GeoDataFrame. This can be surprising for users.
I think it should be rather easy / safe to also check the type of the right object and use that class (if `left` is a non-subclassed pandas.DataFrame, otherwise `left` still has "precedence")
#### API breaking implications
This can result in a different class type as return value. But for subclasses that are mostly compatible with pandas.DataFrame (and only add functionality), this should not have a big impact.
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44054/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44054/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44055 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44055/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44055/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44055/events | https://github.com/pandas-dev/pandas/pull/44055 | 1,028,107,717 | PR_kwDOAA0YD84tSA8_ | 44,055 | Backport PR #44032 on branch 1.3.x ([PERF] fixing memory leak in aggregation.pyx) | {
"avatar_url": "https://avatars.githubusercontent.com/u/39504233?v=4",
"events_url": "https://api.github.com/users/meeseeksmachine/events{/privacy}",
"followers_url": "https://api.github.com/users/meeseeksmachine/followers",
"following_url": "https://api.github.com/users/meeseeksmachine/following{/other_user}",
"gists_url": "https://api.github.com/users/meeseeksmachine/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/meeseeksmachine",
"id": 39504233,
"login": "meeseeksmachine",
"node_id": "MDQ6VXNlcjM5NTA0MjMz",
"organizations_url": "https://api.github.com/users/meeseeksmachine/orgs",
"received_events_url": "https://api.github.com/users/meeseeksmachine/received_events",
"repos_url": "https://api.github.com/users/meeseeksmachine/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/meeseeksmachine/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/meeseeksmachine/subscriptions",
"type": "User",
"url": "https://api.github.com/users/meeseeksmachine"
} | [
{
"color": "a10c02",
"default": false,
"description": "Memory or execution speed performance",
"id": 8935311,
"name": "Performance",
"node_id": "MDU6TGFiZWw4OTM1MzEx",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Performance"
},
{
"color": "d4c5f9",
"default": false,
"description": "rolling, ewma, expanding",
"id": 1045950827,
"name": "Window",
"node_id": "MDU6TGFiZWwxMDQ1OTUwODI3",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Window"
}
] | closed | false | null | [] | {
"closed_at": "2021-10-17T11:06:28Z",
"closed_issues": 77,
"created_at": "2021-09-10T19:48:56Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/13159005?v=4",
"events_url": "https://api.github.com/users/simonjayhawkins/events{/privacy}",
"followers_url": "https://api.github.com/users/simonjayhawkins/followers",
"following_url": "https://api.github.com/users/simonjayhawkins/following{/other_user}",
"gists_url": "https://api.github.com/users/simonjayhawkins/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/simonjayhawkins",
"id": 13159005,
"login": "simonjayhawkins",
"node_id": "MDQ6VXNlcjEzMTU5MDA1",
"organizations_url": "https://api.github.com/users/simonjayhawkins/orgs",
"received_events_url": "https://api.github.com/users/simonjayhawkins/received_events",
"repos_url": "https://api.github.com/users/simonjayhawkins/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/simonjayhawkins/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/simonjayhawkins/subscriptions",
"type": "User",
"url": "https://api.github.com/users/simonjayhawkins"
},
"description": "on-merge: backport to 1.3.x",
"due_on": "2021-10-17T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/90",
"id": 7142224,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/90/labels",
"node_id": "MI_kwDOAA0YD84AbPtQ",
"number": 90,
"open_issues": 0,
"state": "closed",
"title": "1.3.4",
"updated_at": "2021-10-18T11:00:43Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/90"
} | 0 | "2021-10-16T17:47:26Z" | "2021-10-16T19:14:17Z" | "2021-10-16T19:14:17Z" | NONE | null | Backport PR #44032: [PERF] fixing memory leak in aggregation.pyx | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44055/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44055/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44055.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44055",
"merged_at": "2021-10-16T19:14:17Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44055.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44055"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44056 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44056/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44056/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44056/events | https://github.com/pandas-dev/pandas/issues/44056 | 1,028,109,781 | I_kwDOAA0YD849R7XV | 44,056 | BUG: com.maybe_make_list does not resolve correctly for np.array | {
"avatar_url": "https://avatars.githubusercontent.com/u/34067903?v=4",
"events_url": "https://api.github.com/users/erfannariman/events{/privacy}",
"followers_url": "https://api.github.com/users/erfannariman/followers",
"following_url": "https://api.github.com/users/erfannariman/following{/other_user}",
"gists_url": "https://api.github.com/users/erfannariman/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/erfannariman",
"id": 34067903,
"login": "erfannariman",
"node_id": "MDQ6VXNlcjM0MDY3OTAz",
"organizations_url": "https://api.github.com/users/erfannariman/orgs",
"received_events_url": "https://api.github.com/users/erfannariman/received_events",
"repos_url": "https://api.github.com/users/erfannariman/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/erfannariman/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/erfannariman/subscriptions",
"type": "User",
"url": "https://api.github.com/users/erfannariman"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
}
] | open | false | null | [] | null | 2 | "2021-10-16T17:56:55Z" | "2021-10-30T22:52:49Z" | null | CONTRIBUTOR | 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
```python
from pandas.core.common import maybe_make_list
import numpy as np
arr = np.array(["A", "C"])
result = maybe_make_list(arr)
print(result)
[array(['A', 'C'], dtype='<U1')]
```
### Issue Description
This discussion started in [this](https://github.com/pandas-dev/pandas/pull/41022/files#r730277602) thread. Should `com.maybe_make_list` take `np.array` into account and maybe some other list like objects as well. For example Index objects.
### Expected Behavior
```python
from pandas.core.common import maybe_make_list
import numpy as np
arr = np.array(["A", "C"])
result = maybe_make_list(arr)
print(result)
array(['A', 'C'], dtype='<U1')
```
### Installed Versions
<details>
INSTALLED VERSIONS
------------------
commit : 445bb9f57c3d59141a059a5afd2762aef2e96cad
python : 3.8.12.final.0
python-bits : 64
OS : Darwin
OS-release : 20.6.0
Version : Darwin Kernel Version 20.6.0: Mon Aug 30 06:12:21 PDT 2021; root:xnu-7195.141.6~3/RELEASE_X86_64
machine : x86_64
processor : i386
byteorder : little
LC_ALL : None
LANG : None
LOCALE : None.UTF-8
pandas : 1.4.0.dev0+904.g445bb9f57c.dirty
numpy : 1.21.2
pytz : 2021.3
dateutil : 2.8.2
pip : 21.2.4
setuptools : 58.0.4
Cython : 0.29.24
pytest : 6.2.5
hypothesis : 6.23.2
sphinx : 4.2.0
blosc : 1.10.6
feather : None
xlsxwriter : 3.0.1
lxml.etree : 4.6.3
html5lib : 1.1
pymysql : None
psycopg2 : None
jinja2 : 3.0.2
IPython : 7.28.0
pandas_datareader: None
bs4 : 4.10.0
bottleneck : 1.3.2
fsspec : 2021.10.0
fastparquet : 0.7.1
gcsfs : 2021.10.0
matplotlib : 3.4.3
numexpr : 2.7.3
odfpy : None
openpyxl : 3.0.9
pandas_gbq : None
pyarrow : 5.0.0
pyxlsb : None
s3fs : 2021.10.0
scipy : 1.7.1
sqlalchemy : 1.4.25
tables : 3.6.1
tabulate : 0.8.9
xarray : 0.18.2
xlrd : 2.0.1
xlwt : 1.3.0
numba : None
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44056/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44056/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44057 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44057/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44057/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44057/events | https://github.com/pandas-dev/pandas/pull/44057 | 1,028,112,210 | PR_kwDOAA0YD84tSBqw | 44,057 | DOC: 1.3.4 release date | {
"avatar_url": "https://avatars.githubusercontent.com/u/13159005?v=4",
"events_url": "https://api.github.com/users/simonjayhawkins/events{/privacy}",
"followers_url": "https://api.github.com/users/simonjayhawkins/followers",
"following_url": "https://api.github.com/users/simonjayhawkins/following{/other_user}",
"gists_url": "https://api.github.com/users/simonjayhawkins/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/simonjayhawkins",
"id": 13159005,
"login": "simonjayhawkins",
"node_id": "MDQ6VXNlcjEzMTU5MDA1",
"organizations_url": "https://api.github.com/users/simonjayhawkins/orgs",
"received_events_url": "https://api.github.com/users/simonjayhawkins/received_events",
"repos_url": "https://api.github.com/users/simonjayhawkins/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/simonjayhawkins/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/simonjayhawkins/subscriptions",
"type": "User",
"url": "https://api.github.com/users/simonjayhawkins"
} | [
{
"color": "3465A4",
"default": false,
"description": null,
"id": 134699,
"name": "Docs",
"node_id": "MDU6TGFiZWwxMzQ2OTk=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Docs"
}
] | closed | false | null | [] | {
"closed_at": "2021-10-17T11:06:28Z",
"closed_issues": 77,
"created_at": "2021-09-10T19:48:56Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/13159005?v=4",
"events_url": "https://api.github.com/users/simonjayhawkins/events{/privacy}",
"followers_url": "https://api.github.com/users/simonjayhawkins/followers",
"following_url": "https://api.github.com/users/simonjayhawkins/following{/other_user}",
"gists_url": "https://api.github.com/users/simonjayhawkins/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/simonjayhawkins",
"id": 13159005,
"login": "simonjayhawkins",
"node_id": "MDQ6VXNlcjEzMTU5MDA1",
"organizations_url": "https://api.github.com/users/simonjayhawkins/orgs",
"received_events_url": "https://api.github.com/users/simonjayhawkins/received_events",
"repos_url": "https://api.github.com/users/simonjayhawkins/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/simonjayhawkins/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/simonjayhawkins/subscriptions",
"type": "User",
"url": "https://api.github.com/users/simonjayhawkins"
},
"description": "on-merge: backport to 1.3.x",
"due_on": "2021-10-17T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/90",
"id": 7142224,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/90/labels",
"node_id": "MI_kwDOAA0YD84AbPtQ",
"number": 90,
"open_issues": 0,
"state": "closed",
"title": "1.3.4",
"updated_at": "2021-10-18T11:00:43Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/90"
} | 2 | "2021-10-16T18:07:25Z" | "2021-10-16T20:06:02Z" | "2021-10-16T19:56:49Z" | MEMBER | null | null | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44057/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44057/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44057.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44057",
"merged_at": "2021-10-16T19:56:49Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44057.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44057"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44058 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44058/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44058/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44058/events | https://github.com/pandas-dev/pandas/pull/44058 | 1,028,114,055 | PR_kwDOAA0YD84tSB9j | 44,058 | DOC: Start v1.3.5 release notes | {
"avatar_url": "https://avatars.githubusercontent.com/u/13159005?v=4",
"events_url": "https://api.github.com/users/simonjayhawkins/events{/privacy}",
"followers_url": "https://api.github.com/users/simonjayhawkins/followers",
"following_url": "https://api.github.com/users/simonjayhawkins/following{/other_user}",
"gists_url": "https://api.github.com/users/simonjayhawkins/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/simonjayhawkins",
"id": 13159005,
"login": "simonjayhawkins",
"node_id": "MDQ6VXNlcjEzMTU5MDA1",
"organizations_url": "https://api.github.com/users/simonjayhawkins/orgs",
"received_events_url": "https://api.github.com/users/simonjayhawkins/received_events",
"repos_url": "https://api.github.com/users/simonjayhawkins/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/simonjayhawkins/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/simonjayhawkins/subscriptions",
"type": "User",
"url": "https://api.github.com/users/simonjayhawkins"
} | [
{
"color": "3465A4",
"default": false,
"description": null,
"id": 134699,
"name": "Docs",
"node_id": "MDU6TGFiZWwxMzQ2OTk=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Docs"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 47,
"created_at": "2021-10-16T17:29:59Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/13159005?v=4",
"events_url": "https://api.github.com/users/simonjayhawkins/events{/privacy}",
"followers_url": "https://api.github.com/users/simonjayhawkins/followers",
"following_url": "https://api.github.com/users/simonjayhawkins/following{/other_user}",
"gists_url": "https://api.github.com/users/simonjayhawkins/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/simonjayhawkins",
"id": 13159005,
"login": "simonjayhawkins",
"node_id": "MDQ6VXNlcjEzMTU5MDA1",
"organizations_url": "https://api.github.com/users/simonjayhawkins/orgs",
"received_events_url": "https://api.github.com/users/simonjayhawkins/received_events",
"repos_url": "https://api.github.com/users/simonjayhawkins/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/simonjayhawkins/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/simonjayhawkins/subscriptions",
"type": "User",
"url": "https://api.github.com/users/simonjayhawkins"
},
"description": "on-merge: backport to 1.3.x",
"due_on": "2021-11-28T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/91",
"id": 7259169,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/91/labels",
"node_id": "MI_kwDOAA0YD84AbsQh",
"number": 91,
"open_issues": 23,
"state": "open",
"title": "1.3.5",
"updated_at": "2021-11-21T13:42:45Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/91"
} | 0 | "2021-10-16T18:15:08Z" | "2021-10-17T17:57:10Z" | "2021-10-17T17:57:06Z" | MEMBER | null | this fails until 1.3.4 tag exists. | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44058/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44058/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44058.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44058",
"merged_at": "2021-10-17T17:57:06Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44058.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44058"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44059 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44059/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44059/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44059/events | https://github.com/pandas-dev/pandas/pull/44059 | 1,028,115,715 | PR_kwDOAA0YD84tSCOQ | 44,059 | REF: share ExtensionIndex astype, __getitem__ with Index | {
"avatar_url": "https://avatars.githubusercontent.com/u/8078968?v=4",
"events_url": "https://api.github.com/users/jbrockmendel/events{/privacy}",
"followers_url": "https://api.github.com/users/jbrockmendel/followers",
"following_url": "https://api.github.com/users/jbrockmendel/following{/other_user}",
"gists_url": "https://api.github.com/users/jbrockmendel/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jbrockmendel",
"id": 8078968,
"login": "jbrockmendel",
"node_id": "MDQ6VXNlcjgwNzg5Njg=",
"organizations_url": "https://api.github.com/users/jbrockmendel/orgs",
"received_events_url": "https://api.github.com/users/jbrockmendel/received_events",
"repos_url": "https://api.github.com/users/jbrockmendel/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jbrockmendel/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jbrockmendel/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jbrockmendel"
} | [
{
"color": "FCE94F",
"default": false,
"description": "Internal refactoring of code",
"id": 127681,
"name": "Refactor",
"node_id": "MDU6TGFiZWwxMjc2ODE=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Refactor"
},
{
"color": "6138b5",
"default": false,
"description": "Extending pandas with custom dtypes or arrays.",
"id": 849023693,
"name": "ExtensionArray",
"node_id": "MDU6TGFiZWw4NDkwMjM2OTM=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/ExtensionArray"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 0 | "2021-10-16T18:22:30Z" | "2021-10-17T23:55:38Z" | "2021-10-17T22:42:15Z" | MEMBER | null | - [ ] closes #xxxx
- [ ] 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
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44059/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44059/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44059.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44059",
"merged_at": "2021-10-17T22:42:15Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44059.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44059"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44060 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44060/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44060/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44060/events | https://github.com/pandas-dev/pandas/pull/44060 | 1,028,135,312 | PR_kwDOAA0YD84tSFRc | 44,060 | Backport PR #44057 on branch 1.3.x (DOC: 1.3.4 release date) | {
"avatar_url": "https://avatars.githubusercontent.com/u/39504233?v=4",
"events_url": "https://api.github.com/users/meeseeksmachine/events{/privacy}",
"followers_url": "https://api.github.com/users/meeseeksmachine/followers",
"following_url": "https://api.github.com/users/meeseeksmachine/following{/other_user}",
"gists_url": "https://api.github.com/users/meeseeksmachine/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/meeseeksmachine",
"id": 39504233,
"login": "meeseeksmachine",
"node_id": "MDQ6VXNlcjM5NTA0MjMz",
"organizations_url": "https://api.github.com/users/meeseeksmachine/orgs",
"received_events_url": "https://api.github.com/users/meeseeksmachine/received_events",
"repos_url": "https://api.github.com/users/meeseeksmachine/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/meeseeksmachine/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/meeseeksmachine/subscriptions",
"type": "User",
"url": "https://api.github.com/users/meeseeksmachine"
} | [
{
"color": "3465A4",
"default": false,
"description": null,
"id": 134699,
"name": "Docs",
"node_id": "MDU6TGFiZWwxMzQ2OTk=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Docs"
}
] | closed | false | null | [] | {
"closed_at": "2021-10-17T11:06:28Z",
"closed_issues": 77,
"created_at": "2021-09-10T19:48:56Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/13159005?v=4",
"events_url": "https://api.github.com/users/simonjayhawkins/events{/privacy}",
"followers_url": "https://api.github.com/users/simonjayhawkins/followers",
"following_url": "https://api.github.com/users/simonjayhawkins/following{/other_user}",
"gists_url": "https://api.github.com/users/simonjayhawkins/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/simonjayhawkins",
"id": 13159005,
"login": "simonjayhawkins",
"node_id": "MDQ6VXNlcjEzMTU5MDA1",
"organizations_url": "https://api.github.com/users/simonjayhawkins/orgs",
"received_events_url": "https://api.github.com/users/simonjayhawkins/received_events",
"repos_url": "https://api.github.com/users/simonjayhawkins/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/simonjayhawkins/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/simonjayhawkins/subscriptions",
"type": "User",
"url": "https://api.github.com/users/simonjayhawkins"
},
"description": "on-merge: backport to 1.3.x",
"due_on": "2021-10-17T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/90",
"id": 7142224,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/90/labels",
"node_id": "MI_kwDOAA0YD84AbPtQ",
"number": 90,
"open_issues": 0,
"state": "closed",
"title": "1.3.4",
"updated_at": "2021-10-18T11:00:43Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/90"
} | 0 | "2021-10-16T19:56:58Z" | "2021-10-16T21:02:59Z" | "2021-10-16T21:02:59Z" | NONE | null | Backport PR #44057: DOC: 1.3.4 release date | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44060/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44060/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44060.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44060",
"merged_at": "2021-10-16T21:02:59Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44060.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44060"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44061 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44061/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44061/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44061/events | https://github.com/pandas-dev/pandas/pull/44061 | 1,028,142,925 | PR_kwDOAA0YD84tSGek | 44,061 | Backport PR #43291: BUG: Fixes to FixedForwardWindowIndexer and GroupbyIndexer (#43267) | {
"avatar_url": "https://avatars.githubusercontent.com/u/13159005?v=4",
"events_url": "https://api.github.com/users/simonjayhawkins/events{/privacy}",
"followers_url": "https://api.github.com/users/simonjayhawkins/followers",
"following_url": "https://api.github.com/users/simonjayhawkins/following{/other_user}",
"gists_url": "https://api.github.com/users/simonjayhawkins/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/simonjayhawkins",
"id": 13159005,
"login": "simonjayhawkins",
"node_id": "MDQ6VXNlcjEzMTU5MDA1",
"organizations_url": "https://api.github.com/users/simonjayhawkins/orgs",
"received_events_url": "https://api.github.com/users/simonjayhawkins/received_events",
"repos_url": "https://api.github.com/users/simonjayhawkins/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/simonjayhawkins/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/simonjayhawkins/subscriptions",
"type": "User",
"url": "https://api.github.com/users/simonjayhawkins"
} | [
{
"color": "729FCF",
"default": false,
"description": null,
"id": 233160,
"name": "Groupby",
"node_id": "MDU6TGFiZWwyMzMxNjA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Groupby"
},
{
"color": "d4c5f9",
"default": false,
"description": "rolling, ewma, expanding",
"id": 1045950827,
"name": "Window",
"node_id": "MDU6TGFiZWwxMDQ1OTUwODI3",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Window"
},
{
"color": "36ede0",
"default": false,
"description": "Non-Recoverable Error",
"id": 1121248195,
"name": "Segfault",
"node_id": "MDU6TGFiZWwxMTIxMjQ4MTk1",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Segfault"
}
] | closed | false | null | [] | {
"closed_at": "2021-10-17T11:06:28Z",
"closed_issues": 77,
"created_at": "2021-09-10T19:48:56Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/13159005?v=4",
"events_url": "https://api.github.com/users/simonjayhawkins/events{/privacy}",
"followers_url": "https://api.github.com/users/simonjayhawkins/followers",
"following_url": "https://api.github.com/users/simonjayhawkins/following{/other_user}",
"gists_url": "https://api.github.com/users/simonjayhawkins/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/simonjayhawkins",
"id": 13159005,
"login": "simonjayhawkins",
"node_id": "MDQ6VXNlcjEzMTU5MDA1",
"organizations_url": "https://api.github.com/users/simonjayhawkins/orgs",
"received_events_url": "https://api.github.com/users/simonjayhawkins/received_events",
"repos_url": "https://api.github.com/users/simonjayhawkins/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/simonjayhawkins/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/simonjayhawkins/subscriptions",
"type": "User",
"url": "https://api.github.com/users/simonjayhawkins"
},
"description": "on-merge: backport to 1.3.x",
"due_on": "2021-10-17T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/90",
"id": 7142224,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/90/labels",
"node_id": "MI_kwDOAA0YD84AbPtQ",
"number": 90,
"open_issues": 0,
"state": "closed",
"title": "1.3.4",
"updated_at": "2021-10-18T11:00:43Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/90"
} | 0 | "2021-10-16T20:36:14Z" | "2021-10-16T21:37:16Z" | "2021-10-16T21:37:12Z" | MEMBER | null | Backport PR #43291 | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44061/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44061/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44061.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44061",
"merged_at": "2021-10-16T21:37:12Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44061.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44061"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44062 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44062/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44062/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44062/events | https://github.com/pandas-dev/pandas/pull/44062 | 1,028,161,858 | PR_kwDOAA0YD84tSJiq | 44,062 | BUG: 43909 - check monoticity of rolling groupby | {
"avatar_url": "https://avatars.githubusercontent.com/u/78622696?v=4",
"events_url": "https://api.github.com/users/jamesholcombe/events{/privacy}",
"followers_url": "https://api.github.com/users/jamesholcombe/followers",
"following_url": "https://api.github.com/users/jamesholcombe/following{/other_user}",
"gists_url": "https://api.github.com/users/jamesholcombe/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jamesholcombe",
"id": 78622696,
"login": "jamesholcombe",
"node_id": "MDQ6VXNlcjc4NjIyNjk2",
"organizations_url": "https://api.github.com/users/jamesholcombe/orgs",
"received_events_url": "https://api.github.com/users/jamesholcombe/received_events",
"repos_url": "https://api.github.com/users/jamesholcombe/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jamesholcombe/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jamesholcombe/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jamesholcombe"
} | [] | closed | false | null | [] | null | 2 | "2021-10-16T22:30:35Z" | "2021-10-17T16:15:58Z" | "2021-10-17T16:15:58Z" | NONE | null | - [y ] closes #43909
- [y ] 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
- [ test and bugfix ] whatsnew entry
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44062/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44062/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44062.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44062",
"merged_at": null,
"patch_url": "https://github.com/pandas-dev/pandas/pull/44062.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44062"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44063 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44063/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44063/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44063/events | https://github.com/pandas-dev/pandas/pull/44063 | 1,028,164,518 | PR_kwDOAA0YD84tSJ9N | 44,063 | CLN: collected cleanups | {
"avatar_url": "https://avatars.githubusercontent.com/u/8078968?v=4",
"events_url": "https://api.github.com/users/jbrockmendel/events{/privacy}",
"followers_url": "https://api.github.com/users/jbrockmendel/followers",
"following_url": "https://api.github.com/users/jbrockmendel/following{/other_user}",
"gists_url": "https://api.github.com/users/jbrockmendel/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jbrockmendel",
"id": 8078968,
"login": "jbrockmendel",
"node_id": "MDQ6VXNlcjgwNzg5Njg=",
"organizations_url": "https://api.github.com/users/jbrockmendel/orgs",
"received_events_url": "https://api.github.com/users/jbrockmendel/received_events",
"repos_url": "https://api.github.com/users/jbrockmendel/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jbrockmendel/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jbrockmendel/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jbrockmendel"
} | [
{
"color": "207de5",
"default": false,
"description": null,
"id": 211029535,
"name": "Clean",
"node_id": "MDU6TGFiZWwyMTEwMjk1MzU=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Clean"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 1 | "2021-10-16T22:48:35Z" | "2021-10-18T01:36:22Z" | "2021-10-18T01:32:58Z" | MEMBER | null | - [ ] closes #xxxx
- [ ] 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
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44063/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44063/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44063.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44063",
"merged_at": "2021-10-18T01:32:58Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44063.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44063"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44064 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44064/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44064/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44064/events | https://github.com/pandas-dev/pandas/pull/44064 | 1,028,190,166 | PR_kwDOAA0YD84tSOFK | 44,064 | DEPS: bump pyarrow min to 1.0 #41329 | {
"avatar_url": "https://avatars.githubusercontent.com/u/7614606?v=4",
"events_url": "https://api.github.com/users/fangchenli/events{/privacy}",
"followers_url": "https://api.github.com/users/fangchenli/followers",
"following_url": "https://api.github.com/users/fangchenli/following{/other_user}",
"gists_url": "https://api.github.com/users/fangchenli/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/fangchenli",
"id": 7614606,
"login": "fangchenli",
"node_id": "MDQ6VXNlcjc2MTQ2MDY=",
"organizations_url": "https://api.github.com/users/fangchenli/orgs",
"received_events_url": "https://api.github.com/users/fangchenli/received_events",
"repos_url": "https://api.github.com/users/fangchenli/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/fangchenli/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/fangchenli/subscriptions",
"type": "User",
"url": "https://api.github.com/users/fangchenli"
} | [
{
"color": "d93f0b",
"default": false,
"description": "Required and optional dependencies",
"id": 527603109,
"name": "Dependencies",
"node_id": "MDU6TGFiZWw1Mjc2MDMxMDk=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Dependencies"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 3 | "2021-10-17T01:41:04Z" | "2021-10-18T13:29:07Z" | "2021-10-18T13:29:03Z" | MEMBER | null | - [x] closes #41329
- [ ] 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
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44064/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44064/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44064.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44064",
"merged_at": "2021-10-18T13:29:02Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44064.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44064"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44065 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44065/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44065/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44065/events | https://github.com/pandas-dev/pandas/pull/44065 | 1,028,200,524 | PR_kwDOAA0YD84tSPrS | 44,065 | BUG: sort_index did not respect ignore_index when not sorting | {
"avatar_url": "https://avatars.githubusercontent.com/u/57047354?v=4",
"events_url": "https://api.github.com/users/saehuihwang/events{/privacy}",
"followers_url": "https://api.github.com/users/saehuihwang/followers",
"following_url": "https://api.github.com/users/saehuihwang/following{/other_user}",
"gists_url": "https://api.github.com/users/saehuihwang/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/saehuihwang",
"id": 57047354,
"login": "saehuihwang",
"node_id": "MDQ6VXNlcjU3MDQ3MzU0",
"organizations_url": "https://api.github.com/users/saehuihwang/orgs",
"received_events_url": "https://api.github.com/users/saehuihwang/received_events",
"repos_url": "https://api.github.com/users/saehuihwang/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/saehuihwang/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/saehuihwang/subscriptions",
"type": "User",
"url": "https://api.github.com/users/saehuihwang"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "02d7e1",
"default": false,
"description": "Concat, Merge/Join, Stack/Unstack, Explode",
"id": 13098779,
"name": "Reshaping",
"node_id": "MDU6TGFiZWwxMzA5ODc3OQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Reshaping"
},
{
"color": "e99695",
"default": false,
"description": "Related to the Index class or subclasses",
"id": 1218227310,
"name": "Index",
"node_id": "MDU6TGFiZWwxMjE4MjI3MzEw",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Index"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 1 | "2021-10-17T02:58:03Z" | "2021-10-19T15:00:25Z" | "2021-10-19T15:00:17Z" | CONTRIBUTOR | null | - [X] closes #43591
- [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
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44065/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44065/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44065.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44065",
"merged_at": "2021-10-19T15:00:16Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44065.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44065"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44066 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44066/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44066/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44066/events | https://github.com/pandas-dev/pandas/pull/44066 | 1,028,288,075 | PR_kwDOAA0YD84tSdh5 | 44,066 | Backport PR #43199 on branch 1.3.x (BUG: convert_dtypes incorrectly converts byte strings to strings in 1.3+) | {
"avatar_url": "https://avatars.githubusercontent.com/u/39504233?v=4",
"events_url": "https://api.github.com/users/meeseeksmachine/events{/privacy}",
"followers_url": "https://api.github.com/users/meeseeksmachine/followers",
"following_url": "https://api.github.com/users/meeseeksmachine/following{/other_user}",
"gists_url": "https://api.github.com/users/meeseeksmachine/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/meeseeksmachine",
"id": 39504233,
"login": "meeseeksmachine",
"node_id": "MDQ6VXNlcjM5NTA0MjMz",
"organizations_url": "https://api.github.com/users/meeseeksmachine/orgs",
"received_events_url": "https://api.github.com/users/meeseeksmachine/received_events",
"repos_url": "https://api.github.com/users/meeseeksmachine/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/meeseeksmachine/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/meeseeksmachine/subscriptions",
"type": "User",
"url": "https://api.github.com/users/meeseeksmachine"
} | [
{
"color": "e102d8",
"default": false,
"description": "Unexpected or buggy dtype conversions",
"id": 31404521,
"name": "Dtype Conversions",
"node_id": "MDU6TGFiZWwzMTQwNDUyMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Dtype%20Conversions"
},
{
"color": "e11d21",
"default": false,
"description": "Functionality that used to work in a prior pandas version",
"id": 32815646,
"name": "Regression",
"node_id": "MDU6TGFiZWwzMjgxNTY0Ng==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Regression"
},
{
"color": "5319e7",
"default": false,
"description": "String extension data type and string data",
"id": 57522093,
"name": "Strings",
"node_id": "MDU6TGFiZWw1NzUyMjA5Mw==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Strings"
}
] | closed | false | null | [] | {
"closed_at": "2021-10-17T11:06:28Z",
"closed_issues": 77,
"created_at": "2021-09-10T19:48:56Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/13159005?v=4",
"events_url": "https://api.github.com/users/simonjayhawkins/events{/privacy}",
"followers_url": "https://api.github.com/users/simonjayhawkins/followers",
"following_url": "https://api.github.com/users/simonjayhawkins/following{/other_user}",
"gists_url": "https://api.github.com/users/simonjayhawkins/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/simonjayhawkins",
"id": 13159005,
"login": "simonjayhawkins",
"node_id": "MDQ6VXNlcjEzMTU5MDA1",
"organizations_url": "https://api.github.com/users/simonjayhawkins/orgs",
"received_events_url": "https://api.github.com/users/simonjayhawkins/received_events",
"repos_url": "https://api.github.com/users/simonjayhawkins/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/simonjayhawkins/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/simonjayhawkins/subscriptions",
"type": "User",
"url": "https://api.github.com/users/simonjayhawkins"
},
"description": "on-merge: backport to 1.3.x",
"due_on": "2021-10-17T07:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/90",
"id": 7142224,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/90/labels",
"node_id": "MI_kwDOAA0YD84AbPtQ",
"number": 90,
"open_issues": 0,
"state": "closed",
"title": "1.3.4",
"updated_at": "2021-10-18T11:00:43Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/90"
} | 0 | "2021-10-17T11:04:34Z" | "2021-10-17T11:53:23Z" | "2021-10-17T11:53:23Z" | NONE | null | Backport PR #43199: BUG: convert_dtypes incorrectly converts byte strings to strings in 1.3+ | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44066/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44066/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44066.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44066",
"merged_at": "2021-10-17T11:53:23Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44066.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44066"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44067 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44067/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44067/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44067/events | https://github.com/pandas-dev/pandas/issues/44067 | 1,028,351,279 | I_kwDOAA0YD849S2Uv | 44,067 | BUG: CI cannot create benchmark environments with Cython < 0.29.24 | {
"avatar_url": "https://avatars.githubusercontent.com/u/24256554?v=4",
"events_url": "https://api.github.com/users/attack68/events{/privacy}",
"followers_url": "https://api.github.com/users/attack68/followers",
"following_url": "https://api.github.com/users/attack68/following{/other_user}",
"gists_url": "https://api.github.com/users/attack68/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/attack68",
"id": 24256554,
"login": "attack68",
"node_id": "MDQ6VXNlcjI0MjU2NTU0",
"organizations_url": "https://api.github.com/users/attack68/orgs",
"received_events_url": "https://api.github.com/users/attack68/received_events",
"repos_url": "https://api.github.com/users/attack68/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/attack68/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/attack68/subscriptions",
"type": "User",
"url": "https://api.github.com/users/attack68"
} | [
{
"color": "d93f0b",
"default": false,
"description": "Required and optional dependencies",
"id": 527603109,
"name": "Dependencies",
"node_id": "MDU6TGFiZWw1Mjc2MDMxMDk=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Dependencies"
},
{
"color": "ae68cc",
"default": false,
"description": "Performance (ASV) benchmarks",
"id": 732775912,
"name": "Benchmark",
"node_id": "MDU6TGFiZWw3MzI3NzU5MTI=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Benchmark"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 1 | "2021-10-17T15:04:21Z" | "2021-11-09T21:24:46Z" | "2021-11-09T21:24:46Z" | CONTRIBUTOR | 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
```python
asv continuous -f 1.1 -E virtualenv upstream/master HEAD -b style.Render
RuntimeError: Cannot cythonize with old Cython version (0.29.21 installed, needs 0.29.24)
```
### Issue Description
Needed to update `asv.conf.json` to get this to work.
### Expected Behavior
probably need to update dependency verisons.
### Installed Versions
master at 17 Oct.
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44067/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44067/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44068 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44068/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44068/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44068/events | https://github.com/pandas-dev/pandas/pull/44068 | 1,028,369,868 | PR_kwDOAA0YD84tSqPS | 44,068 | BUG: 43909 - check monoticity of rolling groupby | {
"avatar_url": "https://avatars.githubusercontent.com/u/78622696?v=4",
"events_url": "https://api.github.com/users/jamesholcombe/events{/privacy}",
"followers_url": "https://api.github.com/users/jamesholcombe/followers",
"following_url": "https://api.github.com/users/jamesholcombe/following{/other_user}",
"gists_url": "https://api.github.com/users/jamesholcombe/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jamesholcombe",
"id": 78622696,
"login": "jamesholcombe",
"node_id": "MDQ6VXNlcjc4NjIyNjk2",
"organizations_url": "https://api.github.com/users/jamesholcombe/orgs",
"received_events_url": "https://api.github.com/users/jamesholcombe/received_events",
"repos_url": "https://api.github.com/users/jamesholcombe/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jamesholcombe/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jamesholcombe/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jamesholcombe"
} | [
{
"color": "d4c5f9",
"default": false,
"description": "rolling, ewma, expanding",
"id": 1045950827,
"name": "Window",
"node_id": "MDU6TGFiZWwxMDQ1OTUwODI3",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Window"
}
] | open | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 13 | "2021-10-17T16:13:55Z" | "2021-11-14T03:05:09Z" | null | NONE | null | - [x ] closes #43909
- [ x] 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
- [x] whatsnew entry
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44068/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44068/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44068.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44068",
"merged_at": null,
"patch_url": "https://github.com/pandas-dev/pandas/pull/44068.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44068"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44069 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44069/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44069/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44069/events | https://github.com/pandas-dev/pandas/issues/44069 | 1,028,373,504 | I_kwDOAA0YD849S7wA | 44,069 | BUILD: upgrade asv to cython 0.29.24 | {
"avatar_url": "https://avatars.githubusercontent.com/u/24970830?v=4",
"events_url": "https://api.github.com/users/alexhlim/events{/privacy}",
"followers_url": "https://api.github.com/users/alexhlim/followers",
"following_url": "https://api.github.com/users/alexhlim/following{/other_user}",
"gists_url": "https://api.github.com/users/alexhlim/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/alexhlim",
"id": 24970830,
"login": "alexhlim",
"node_id": "MDQ6VXNlcjI0OTcwODMw",
"organizations_url": "https://api.github.com/users/alexhlim/orgs",
"received_events_url": "https://api.github.com/users/alexhlim/received_events",
"repos_url": "https://api.github.com/users/alexhlim/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/alexhlim/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/alexhlim/subscriptions",
"type": "User",
"url": "https://api.github.com/users/alexhlim"
} | [
{
"color": "75507B",
"default": false,
"description": "Library building on various platforms",
"id": 129350,
"name": "Build",
"node_id": "MDU6TGFiZWwxMjkzNTA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Build"
},
{
"color": "ae68cc",
"default": false,
"description": "Performance (ASV) benchmarks",
"id": 732775912,
"name": "Benchmark",
"node_id": "MDU6TGFiZWw3MzI3NzU5MTI=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Benchmark"
},
{
"color": "0052cc",
"default": false,
"description": "Issue that has not been reviewed by a pandas team member",
"id": 1954720290,
"name": "Needs Triage",
"node_id": "MDU6TGFiZWwxOTU0NzIwMjkw",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Needs%20Triage"
}
] | closed | false | null | [] | null | 1 | "2021-10-17T16:28:41Z" | "2021-10-17T16:36:27Z" | "2021-10-17T16:35:16Z" | MEMBER | null | ###
- [X] I have read the [installation guide](https://pandas.pydata.org/pandas-docs/stable/getting_started/install.html#installing-pandas).
### Platform
macOS-10.16-x86_64-i386-64bit
### Installation Method
conda install
### pandas Version
1.3.3 (upstream/master)
### Python Version
3.8.12
### Installation Logs
<details>
asv continuous -f 1.1 upstream/master HEAD
· Creating environments.......
· Discovering benchmarks.
·· Uninstalling from conda-py3.8-Cython0.29.21-jinja2-matplotlib-numba-numexpr-numpy-odfpy-openpyxl-pyarrow-pytables-scipy-sqlalchemy-xlrd-xlsxwriter-xlwt..
·· Building 3eeef2ab <asv-upgrade-cython> for conda-py3.8-Cython0.29.21-jinja2-matplotlib-numba-numexpr-numpy-odfpy-openpyxl-pyarrow-pytables-scipy-sqlalchemy-xlrd-xlsxwriter-xlwt.
·· Error running /Users/xanderhlim/Documents/dev/pandas-alexhlim/asv_bench/env/46dec818773cf9720d7354158b888d0d/bin/python setup.py build -j4 (exit status 1)
STDOUT -------->
STDERR -------->
Traceback (most recent call last):
File "setup.py", line 650, in <module>
ext_modules=maybe_cythonize(extensions, compiler_directives=directives),
File "setup.py", line 410, in maybe_cythonize
raise RuntimeError(
RuntimeError: Cannot cythonize with old Cython version (0.29.21 installed, needs 0.29.24)
·· Failed to build the project and import the benchmark suite.
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44069/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44069/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44070 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44070/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44070/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44070/events | https://github.com/pandas-dev/pandas/pull/44070 | 1,028,378,087 | PR_kwDOAA0YD84tSrfP | 44,070 | REF: share Index subclass formatting code | {
"avatar_url": "https://avatars.githubusercontent.com/u/8078968?v=4",
"events_url": "https://api.github.com/users/jbrockmendel/events{/privacy}",
"followers_url": "https://api.github.com/users/jbrockmendel/followers",
"following_url": "https://api.github.com/users/jbrockmendel/following{/other_user}",
"gists_url": "https://api.github.com/users/jbrockmendel/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jbrockmendel",
"id": 8078968,
"login": "jbrockmendel",
"node_id": "MDQ6VXNlcjgwNzg5Njg=",
"organizations_url": "https://api.github.com/users/jbrockmendel/orgs",
"received_events_url": "https://api.github.com/users/jbrockmendel/received_events",
"repos_url": "https://api.github.com/users/jbrockmendel/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jbrockmendel/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jbrockmendel/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jbrockmendel"
} | [
{
"color": "FCE94F",
"default": false,
"description": "Internal refactoring of code",
"id": 127681,
"name": "Refactor",
"node_id": "MDU6TGFiZWwxMjc2ODE=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Refactor"
},
{
"color": "ededed",
"default": false,
"description": "__repr__ of pandas objects, to_string",
"id": 13101118,
"name": "Output-Formatting",
"node_id": "MDU6TGFiZWwxMzEwMTExOA==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Output-Formatting"
},
{
"color": "e99695",
"default": false,
"description": "Related to the Index class or subclasses",
"id": 1218227310,
"name": "Index",
"node_id": "MDU6TGFiZWwxMjE4MjI3MzEw",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Index"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 0 | "2021-10-17T16:45:31Z" | "2021-10-17T23:56:10Z" | "2021-10-17T22:00:51Z" | MEMBER | null | - [ ] closes #xxxx
- [ ] 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
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44070/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44070/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44070.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44070",
"merged_at": "2021-10-17T22:00:51Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44070.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44070"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44071 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44071/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44071/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44071/events | https://github.com/pandas-dev/pandas/issues/44071 | 1,028,379,029 | I_kwDOAA0YD849S9GV | 44,071 | CLN: Change implementation of maybe_make_list | {
"avatar_url": "https://avatars.githubusercontent.com/u/45562402?v=4",
"events_url": "https://api.github.com/users/rhshadrach/events{/privacy}",
"followers_url": "https://api.github.com/users/rhshadrach/followers",
"following_url": "https://api.github.com/users/rhshadrach/following{/other_user}",
"gists_url": "https://api.github.com/users/rhshadrach/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/rhshadrach",
"id": 45562402,
"login": "rhshadrach",
"node_id": "MDQ6VXNlcjQ1NTYyNDAy",
"organizations_url": "https://api.github.com/users/rhshadrach/orgs",
"received_events_url": "https://api.github.com/users/rhshadrach/received_events",
"repos_url": "https://api.github.com/users/rhshadrach/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/rhshadrach/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/rhshadrach/subscriptions",
"type": "User",
"url": "https://api.github.com/users/rhshadrach"
} | [
{
"color": "009800",
"default": false,
"description": "Duplicate issue or pull request",
"id": 40153326,
"name": "Duplicate Report",
"node_id": "MDU6TGFiZWw0MDE1MzMyNg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Duplicate%20Report"
},
{
"color": "fbca04",
"default": false,
"description": "Related to non-user accessible pandas implementation",
"id": 49094459,
"name": "Internals",
"node_id": "MDU6TGFiZWw0OTA5NDQ1OQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Internals"
},
{
"color": "fbca04",
"default": false,
"description": "High level tracker for similar issues",
"id": 183784729,
"name": "Master Tracker",
"node_id": "MDU6TGFiZWwxODM3ODQ3Mjk=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Master%20Tracker"
},
{
"color": "207de5",
"default": false,
"description": null,
"id": 211029535,
"name": "Clean",
"node_id": "MDU6TGFiZWwyMTEwMjk1MzU=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Clean"
}
] | closed | false | null | [] | null | 2 | "2021-10-17T16:49:09Z" | "2021-10-18T04:03:43Z" | "2021-10-18T04:03:36Z" | MEMBER | null | Ref: https://github.com/pandas-dev/pandas/pull/41022#discussion_r616658973
Currently, the implementation is
https://github.com/pandas-dev/pandas/blob/40274ac92b62105ad86d61a8d1d7aa499d40ab41/pandas/core/common.py#L278-L281
This means that any list-like that is not a tuple nor list will be packed as a single element list, which is likely undesirable. For example, `pd.crosstab` works with ndarrays/Series but not lists/tuples for this reason (issue to come). I propose to change this method to:
```
def maybe_make_list_like(obj):
if obj is None or is_list_like(obj):
return obj
else:
return [obj]
```
I plan update this issue, listing out each part of the code that calls this function and what actions to take. | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44071/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44071/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44072 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44072/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44072/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44072/events | https://github.com/pandas-dev/pandas/pull/44072 | 1,028,394,868 | PR_kwDOAA0YD84tSuVY | 44,072 | Backport PR #44058 on branch 1.3.x (DOC: Start v1.3.5 release notes) | {
"avatar_url": "https://avatars.githubusercontent.com/u/39504233?v=4",
"events_url": "https://api.github.com/users/meeseeksmachine/events{/privacy}",
"followers_url": "https://api.github.com/users/meeseeksmachine/followers",
"following_url": "https://api.github.com/users/meeseeksmachine/following{/other_user}",
"gists_url": "https://api.github.com/users/meeseeksmachine/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/meeseeksmachine",
"id": 39504233,
"login": "meeseeksmachine",
"node_id": "MDQ6VXNlcjM5NTA0MjMz",
"organizations_url": "https://api.github.com/users/meeseeksmachine/orgs",
"received_events_url": "https://api.github.com/users/meeseeksmachine/received_events",
"repos_url": "https://api.github.com/users/meeseeksmachine/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/meeseeksmachine/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/meeseeksmachine/subscriptions",
"type": "User",
"url": "https://api.github.com/users/meeseeksmachine"
} | [
{
"color": "3465A4",
"default": false,
"description": null,
"id": 134699,
"name": "Docs",
"node_id": "MDU6TGFiZWwxMzQ2OTk=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Docs"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 47,
"created_at": "2021-10-16T17:29:59Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/13159005?v=4",
"events_url": "https://api.github.com/users/simonjayhawkins/events{/privacy}",
"followers_url": "https://api.github.com/users/simonjayhawkins/followers",
"following_url": "https://api.github.com/users/simonjayhawkins/following{/other_user}",
"gists_url": "https://api.github.com/users/simonjayhawkins/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/simonjayhawkins",
"id": 13159005,
"login": "simonjayhawkins",
"node_id": "MDQ6VXNlcjEzMTU5MDA1",
"organizations_url": "https://api.github.com/users/simonjayhawkins/orgs",
"received_events_url": "https://api.github.com/users/simonjayhawkins/received_events",
"repos_url": "https://api.github.com/users/simonjayhawkins/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/simonjayhawkins/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/simonjayhawkins/subscriptions",
"type": "User",
"url": "https://api.github.com/users/simonjayhawkins"
},
"description": "on-merge: backport to 1.3.x",
"due_on": "2021-11-28T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/91",
"id": 7259169,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/91/labels",
"node_id": "MI_kwDOAA0YD84AbsQh",
"number": 91,
"open_issues": 23,
"state": "open",
"title": "1.3.5",
"updated_at": "2021-11-21T13:42:45Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/91"
} | 0 | "2021-10-17T17:57:15Z" | "2021-10-17T19:31:50Z" | "2021-10-17T19:31:49Z" | NONE | null | Backport PR #44058: DOC: Start v1.3.5 release notes | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44072/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44072/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44072.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44072",
"merged_at": "2021-10-17T19:31:49Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44072.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44072"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44073 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44073/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44073/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44073/events | https://github.com/pandas-dev/pandas/pull/44073 | 1,028,418,673 | PR_kwDOAA0YD84tSyWT | 44,073 | BUG: to_datetime with xarray DataArray and specifie unit errors | {
"avatar_url": "https://avatars.githubusercontent.com/u/63910248?v=4",
"events_url": "https://api.github.com/users/shubham11941140/events{/privacy}",
"followers_url": "https://api.github.com/users/shubham11941140/followers",
"following_url": "https://api.github.com/users/shubham11941140/following{/other_user}",
"gists_url": "https://api.github.com/users/shubham11941140/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/shubham11941140",
"id": 63910248,
"login": "shubham11941140",
"node_id": "MDQ6VXNlcjYzOTEwMjQ4",
"organizations_url": "https://api.github.com/users/shubham11941140/orgs",
"received_events_url": "https://api.github.com/users/shubham11941140/received_events",
"repos_url": "https://api.github.com/users/shubham11941140/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/shubham11941140/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/shubham11941140/subscriptions",
"type": "User",
"url": "https://api.github.com/users/shubham11941140"
} | [] | closed | false | null | [] | null | 2 | "2021-10-17T19:40:14Z" | "2021-10-18T02:19:41Z" | "2021-10-18T00:38:06Z" | CONTRIBUTOR | null | - [x] closes #44053
- [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
Converted values of xarray.DataArray to numpy.ndarray to solve the problem. | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44073/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44073/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44073.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44073",
"merged_at": null,
"patch_url": "https://github.com/pandas-dev/pandas/pull/44073.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44073"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44074 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44074/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44074/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44074/events | https://github.com/pandas-dev/pandas/pull/44074 | 1,028,482,010 | PR_kwDOAA0YD84tS9Kh | 44,074 | BUG: to_datetime with xarray DataArray and specifie unit errors | {
"avatar_url": "https://avatars.githubusercontent.com/u/54088827?v=4",
"events_url": "https://api.github.com/users/rocabrera/events{/privacy}",
"followers_url": "https://api.github.com/users/rocabrera/followers",
"following_url": "https://api.github.com/users/rocabrera/following{/other_user}",
"gists_url": "https://api.github.com/users/rocabrera/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/rocabrera",
"id": 54088827,
"login": "rocabrera",
"node_id": "MDQ6VXNlcjU0MDg4ODI3",
"organizations_url": "https://api.github.com/users/rocabrera/orgs",
"received_events_url": "https://api.github.com/users/rocabrera/received_events",
"repos_url": "https://api.github.com/users/rocabrera/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/rocabrera/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/rocabrera/subscriptions",
"type": "User",
"url": "https://api.github.com/users/rocabrera"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "e102d8",
"default": false,
"description": "Unexpected or buggy dtype conversions",
"id": 31404521,
"name": "Dtype Conversions",
"node_id": "MDU6TGFiZWwzMTQwNDUyMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Dtype%20Conversions"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 3 | "2021-10-18T00:20:51Z" | "2021-10-19T01:43:36Z" | "2021-10-19T01:43:32Z" | CONTRIBUTOR | null | - [x] closes #44053
- [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] coerce to numpy array before calling ```tslib.array_with_unit_to_datetime```function
Let me know if any change need to be done. Let me know if you need to make any changes.
I love the package hope I can start helping more :) | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44074/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44074/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44074.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44074",
"merged_at": "2021-10-19T01:43:31Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44074.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44074"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44075 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44075/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44075/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44075/events | https://github.com/pandas-dev/pandas/issues/44075 | 1,028,576,734 | I_kwDOAA0YD849TtXe | 44,075 | BUG: pd.cut() sometimes puts `NaNs` into bins. | {
"avatar_url": "https://avatars.githubusercontent.com/u/6732831?v=4",
"events_url": "https://api.github.com/users/akdor1154/events{/privacy}",
"followers_url": "https://api.github.com/users/akdor1154/followers",
"following_url": "https://api.github.com/users/akdor1154/following{/other_user}",
"gists_url": "https://api.github.com/users/akdor1154/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/akdor1154",
"id": 6732831,
"login": "akdor1154",
"node_id": "MDQ6VXNlcjY3MzI4MzE=",
"organizations_url": "https://api.github.com/users/akdor1154/orgs",
"received_events_url": "https://api.github.com/users/akdor1154/received_events",
"repos_url": "https://api.github.com/users/akdor1154/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/akdor1154/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/akdor1154/subscriptions",
"type": "User",
"url": "https://api.github.com/users/akdor1154"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "d7e102",
"default": false,
"description": "np.nan, pd.NaT, pd.NA, dropna, isnull, interpolate",
"id": 2822342,
"name": "Missing-data",
"node_id": "MDU6TGFiZWwyODIyMzQy",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Missing-data"
},
{
"color": "9aace2",
"default": false,
"description": "cut, qcut",
"id": 1639305834,
"name": "cut",
"node_id": "MDU6TGFiZWwxNjM5MzA1ODM0",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/cut"
}
] | open | false | null | [] | null | 1 | "2021-10-18T03:18:33Z" | "2021-10-30T22:58:15Z" | 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.
- [ ] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```python
import pandas as pd
import numpy as np
bins = pd.IntervalIndex.from_breaks(
range(0, 102, 1),
closed='left', dtype='interval[int64]'
)
print(
pd.DataFrame(dict(x=[1.2, np.nan, 10.2]))
.pipe(lambda _: _.assign(
bin=pd.cut(_.x, bins)
))
)
# x bin
# 0 1.2 [1, 2)
# 1 NaN [50, 51)
# 2 10.2 [10, 11)
```
### Issue Description
With certain bin setups, pd.cut puts `NaN`s into the central bin instead of setting as NaN.
It seems to only be certain bin setups which is weird:
```py
bins = pd.IntervalIndex.from_breaks(
range(0, 102, 1), # as per repro - breaks
# range(0, 100, 1), # works
# range(0, 101, 1), # works
# range(0, 202, 1), # breaks
closed='left', dtype='interval[int64]'
)
```
It also seems to go away if I use `pd.NA` instead of `np.nan` or `math.nan`.
Seems different to https://github.com/pandas-dev/pandas/issues/31586 as searchsorted seems to work correctly (tested with
```py
def mybin(val: pd.Series, bins: pd.IntervalIndex):
bins_np = bins.values.left
return bins_np.searchsorted(val.to_numpy())
... .assign(mybin=mybin(_.x, bins)
```
)
### Expected Behavior
Would expect the output of repro to be something like
```py
# x bin
# 0 1.2 [1, 2)
# 1 NaN pd.NA
# 2 10.2 [10, 11)
```
### Installed Versions
<details>
```
INSTALLED VERSIONS
------------------
commit : 945c9ed766a61c7d2c0a7cbb251b6edebf9cb7d5
python : 3.9.5.final.0
python-bits : 64
OS : Linux
OS-release : 5.11.0-37-generic
Version : #41-Ubuntu SMP Mon Sep 20 16:39:20 UTC 2021
machine : x86_64
processor : x86_64
byteorder : little
LC_ALL : None
LANG : en_AU.UTF-8
LOCALE : en_AU.UTF-8
pandas : 1.3.4
numpy : 1.21.2
pytz : 2021.3
dateutil : 2.8.2
pip : 21.0.1
setuptools : 56.0.0
Cython : None
pytest : None
hypothesis : None
sphinx : None
blosc : None
feather : None
xlsxwriter : None
lxml.etree : None
html5lib : None
pymysql : None
psycopg2 : None
jinja2 : 3.0.2
IPython : 7.28.0
pandas_datareader: None
bs4 : None
bottleneck : None
fsspec : None
fastparquet : None
gcsfs : None
matplotlib : 3.4.3
numexpr : None
odfpy : None
openpyxl : None
pandas_gbq : None
pyarrow : 3.0.0
pyxlsb : None
s3fs : None
scipy : 1.7.1
sqlalchemy : None
tables : None
tabulate : None
xarray : None
xlrd : None
xlwt : None
numba : None
```
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44075/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44075/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44076 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44076/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44076/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44076/events | https://github.com/pandas-dev/pandas/issues/44076 | 1,028,601,918 | I_kwDOAA0YD849Tzg- | 44,076 | BUG: crosstab fails with lists/tuples | {
"avatar_url": "https://avatars.githubusercontent.com/u/45562402?v=4",
"events_url": "https://api.github.com/users/rhshadrach/events{/privacy}",
"followers_url": "https://api.github.com/users/rhshadrach/followers",
"following_url": "https://api.github.com/users/rhshadrach/following{/other_user}",
"gists_url": "https://api.github.com/users/rhshadrach/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/rhshadrach",
"id": 45562402,
"login": "rhshadrach",
"node_id": "MDQ6VXNlcjQ1NTYyNDAy",
"organizations_url": "https://api.github.com/users/rhshadrach/orgs",
"received_events_url": "https://api.github.com/users/rhshadrach/received_events",
"repos_url": "https://api.github.com/users/rhshadrach/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/rhshadrach/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/rhshadrach/subscriptions",
"type": "User",
"url": "https://api.github.com/users/rhshadrach"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "eb6420",
"default": false,
"description": "Non-arithmetic algos: value_counts, factorize, sorting, isin, clip, shift, diff",
"id": 57296398,
"name": "Algos",
"node_id": "MDU6TGFiZWw1NzI5NjM5OA==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Algos"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 1 | "2021-10-18T04:10:35Z" | "2021-10-18T19:28:50Z" | "2021-10-18T19:28:50Z" | MEMBER | 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
```python
df = pd.DataFrame({'a': [1, 1, 2], 'b': [3, 4, 5]})
print(pd.crosstab(df["a"].to_list(), df["b"].to_list()))
```
### Issue Description
The example raises a ValueError, whereas using `to_numpy` instead of `to_list` successfully produces the correct output. This is due to the use of `maybe_make_list` treating lists/tuples differently than other list-likes, and is related to #44056.
### Expected Behavior
```
col_0 3 4 5
row_0
1 1 1 0
2 0 0 1
```
### Installed Versions
<details>
Replace this line with the output of pd.show_versions()
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44076/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44076/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44077 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44077/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44077/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44077/events | https://github.com/pandas-dev/pandas/issues/44077 | 1,028,633,500 | I_kwDOAA0YD849T7Oc | 44,077 | DOC: Merge/join treats lists/tuples differently than other list-likes | {
"avatar_url": "https://avatars.githubusercontent.com/u/45562402?v=4",
"events_url": "https://api.github.com/users/rhshadrach/events{/privacy}",
"followers_url": "https://api.github.com/users/rhshadrach/followers",
"following_url": "https://api.github.com/users/rhshadrach/following{/other_user}",
"gists_url": "https://api.github.com/users/rhshadrach/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/rhshadrach",
"id": 45562402,
"login": "rhshadrach",
"node_id": "MDQ6VXNlcjQ1NTYyNDAy",
"organizations_url": "https://api.github.com/users/rhshadrach/orgs",
"received_events_url": "https://api.github.com/users/rhshadrach/received_events",
"repos_url": "https://api.github.com/users/rhshadrach/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/rhshadrach/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/rhshadrach/subscriptions",
"type": "User",
"url": "https://api.github.com/users/rhshadrach"
} | [
{
"color": "3465A4",
"default": false,
"description": null,
"id": 134699,
"name": "Docs",
"node_id": "MDU6TGFiZWwxMzQ2OTk=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Docs"
},
{
"color": "02d7e1",
"default": false,
"description": "Concat, Merge/Join, Stack/Unstack, Explode",
"id": 13098779,
"name": "Reshaping",
"node_id": "MDU6TGFiZWwxMzA5ODc3OQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Reshaping"
}
] | open | false | null | [] | null | 0 | "2021-10-18T05:06:16Z" | "2021-10-18T05:44:07Z" | null | MEMBER | 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/reference/api/pandas.DataFrame.merge.html?highlight=merge#pandas.DataFrame.merge
### Documentation problem
The code for merge, and hence join (and other methods?) uses maybe_make_list which treats lists/tuples differently than other list-likes.
https://github.com/pandas-dev/pandas/blob/c4cce9b75b34179edf000314edf708768486fcbb/pandas/core/reshape/merge.py#L638-L640
The current documentation only mentions a list of strings (join) or a list (merge). The special treatment of lists/tuples should be made more explicit.
### Suggested fix for documentation
merge, left_on argument (right_on is similar):
> label, list/tuple of labels, or array-like, optional
>
> A single label or a list or tuple of labels will be treated as column or index level name(s) to join on in the left DataFrame. Any other array-like or list of array-likes of the length of the left DataFrame are treated as if they are columns.
join, on argument:
> label, list/tuple of labels, or array-like, optional
>
> A single label or a list or tuple of labels will be treated as column or index level name(s) in the caller to join on the index in other. If multiple values given, the other DataFrame must have a MultiIndex. Passing array-likes other than lists and tuples will be used as the join key if it is not already contained in the calling DataFrame. When not specified, joins index-on-index. Like an Excel VLOOKUP operation. | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44077/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44077/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44078 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44078/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44078/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44078/events | https://github.com/pandas-dev/pandas/issues/44078 | 1,028,674,222 | I_kwDOAA0YD849UFKu | 44,078 | BUG: groupby.rolling.corr incorrect/fails when grouping columns contain tuples | {
"avatar_url": "https://avatars.githubusercontent.com/u/45562402?v=4",
"events_url": "https://api.github.com/users/rhshadrach/events{/privacy}",
"followers_url": "https://api.github.com/users/rhshadrach/followers",
"following_url": "https://api.github.com/users/rhshadrach/following{/other_user}",
"gists_url": "https://api.github.com/users/rhshadrach/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/rhshadrach",
"id": 45562402,
"login": "rhshadrach",
"node_id": "MDQ6VXNlcjQ1NTYyNDAy",
"organizations_url": "https://api.github.com/users/rhshadrach/orgs",
"received_events_url": "https://api.github.com/users/rhshadrach/received_events",
"repos_url": "https://api.github.com/users/rhshadrach/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/rhshadrach/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/rhshadrach/subscriptions",
"type": "User",
"url": "https://api.github.com/users/rhshadrach"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "729FCF",
"default": false,
"description": null,
"id": 233160,
"name": "Groupby",
"node_id": "MDU6TGFiZWwyMzMxNjA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Groupby"
},
{
"color": "d4c5f9",
"default": false,
"description": "rolling, ewma, expanding",
"id": 1045950827,
"name": "Window",
"node_id": "MDU6TGFiZWwxMDQ1OTUwODI3",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Window"
}
] | open | false | null | [] | {
"closed_at": null,
"closed_issues": 786,
"created_at": "2015-01-13T10:53:19Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "Changes that would be nice to have in the next release. These issues are not blocking. They will be pushed to the next release if no one has time to fix them.",
"due_on": null,
"html_url": "https://github.com/pandas-dev/pandas/milestone/32",
"id": 933188,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/32/labels",
"node_id": "MDk6TWlsZXN0b25lOTMzMTg4",
"number": 32,
"open_issues": 1053,
"state": "open",
"title": "Contributions Welcome",
"updated_at": "2021-11-21T00:50:06Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/32"
} | 0 | "2021-10-18T06:15:18Z" | "2021-10-18T06:15:58Z" | null | MEMBER | 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
```python
df = pd.DataFrame({'a': [(1,), (1,), (1,)], 'b': [4, 5, 6]})
gb = df.groupby(['a'])
print(gb.rolling(2).corr(other=df))
df = pd.DataFrame({'a': [(1,2,), (1,2,), (1,2,)], 'b': [4, 5, 6]})
gb = df.groupby(['a'])
print(gb.rolling(2).corr(other=df))
```
### Issue Description
The first block produces
```
a b
a
1 0 NaN NaN
1 NaN 1.0
2 NaN 1.0
```
where the first index level should be `(1, )` instead. The second block raises a ValueError. It is due to usage of maybe_make_list in _apply_pairwise (related: #44056). Instead of using this function, we can pack the index keys in lists when `self._grouper.nkeys` is 1 and otherwise leave them as-is. I.e.
```
if self._grouper.nkeys == 1:
gb_pairs = (
[pair] for pair in self._grouper.indices.keys()
)
else:
gb_pairs = (
pair for pair in self._grouper.indices.keys()
)
```
### Expected Behavior
```
a b
a
(1, ) 0 NaN NaN
1 NaN 1.0
2 NaN 1.0
a b
a
(1, 2) 0 NaN NaN
1 NaN 1.0
2 NaN 1.0
```
### Installed Versions
<details>
Replace this line with the output of pd.show_versions()
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44078/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44078/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44079 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44079/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44079/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44079/events | https://github.com/pandas-dev/pandas/issues/44079 | 1,028,696,287 | I_kwDOAA0YD849UKjf | 44,079 | BUG: AttributeError: 'BooleanArray' object has no attribute 'sum' while infer types | {
"avatar_url": "https://avatars.githubusercontent.com/u/58493968?v=4",
"events_url": "https://api.github.com/users/zhangxiaoxing/events{/privacy}",
"followers_url": "https://api.github.com/users/zhangxiaoxing/followers",
"following_url": "https://api.github.com/users/zhangxiaoxing/following{/other_user}",
"gists_url": "https://api.github.com/users/zhangxiaoxing/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/zhangxiaoxing",
"id": 58493968,
"login": "zhangxiaoxing",
"node_id": "MDQ6VXNlcjU4NDkzOTY4",
"organizations_url": "https://api.github.com/users/zhangxiaoxing/orgs",
"received_events_url": "https://api.github.com/users/zhangxiaoxing/received_events",
"repos_url": "https://api.github.com/users/zhangxiaoxing/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/zhangxiaoxing/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/zhangxiaoxing/subscriptions",
"type": "User",
"url": "https://api.github.com/users/zhangxiaoxing"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "5319e7",
"default": false,
"description": "read_csv, to_csv",
"id": 47229171,
"name": "IO CSV",
"node_id": "MDU6TGFiZWw0NzIyOTE3MQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/IO%20CSV"
},
{
"color": "8cc645",
"default": false,
"description": "Related to pd.NA and nullable extension arrays",
"id": 1817503692,
"name": "NA - MaskedArrays",
"node_id": "MDU6TGFiZWwxODE3NTAzNjky",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/NA%20-%20MaskedArrays"
}
] | closed | false | {
"avatar_url": "https://avatars.githubusercontent.com/u/58493968?v=4",
"events_url": "https://api.github.com/users/zhangxiaoxing/events{/privacy}",
"followers_url": "https://api.github.com/users/zhangxiaoxing/followers",
"following_url": "https://api.github.com/users/zhangxiaoxing/following{/other_user}",
"gists_url": "https://api.github.com/users/zhangxiaoxing/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/zhangxiaoxing",
"id": 58493968,
"login": "zhangxiaoxing",
"node_id": "MDQ6VXNlcjU4NDkzOTY4",
"organizations_url": "https://api.github.com/users/zhangxiaoxing/orgs",
"received_events_url": "https://api.github.com/users/zhangxiaoxing/received_events",
"repos_url": "https://api.github.com/users/zhangxiaoxing/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/zhangxiaoxing/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/zhangxiaoxing/subscriptions",
"type": "User",
"url": "https://api.github.com/users/zhangxiaoxing"
} | [
{
"avatar_url": "https://avatars.githubusercontent.com/u/58493968?v=4",
"events_url": "https://api.github.com/users/zhangxiaoxing/events{/privacy}",
"followers_url": "https://api.github.com/users/zhangxiaoxing/followers",
"following_url": "https://api.github.com/users/zhangxiaoxing/following{/other_user}",
"gists_url": "https://api.github.com/users/zhangxiaoxing/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/zhangxiaoxing",
"id": 58493968,
"login": "zhangxiaoxing",
"node_id": "MDQ6VXNlcjU4NDkzOTY4",
"organizations_url": "https://api.github.com/users/zhangxiaoxing/orgs",
"received_events_url": "https://api.github.com/users/zhangxiaoxing/received_events",
"repos_url": "https://api.github.com/users/zhangxiaoxing/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/zhangxiaoxing/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/zhangxiaoxing/subscriptions",
"type": "User",
"url": "https://api.github.com/users/zhangxiaoxing"
}
] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 4 | "2021-10-18T06:49:10Z" | "2021-11-20T15:58:54Z" | "2021-11-20T15:58:54Z" | CONTRIBUTOR | null | Line 694 in the pandas/io/parsers/base_parser.py file,
```
if issubclass(values.dtype.type, (np.number, np.bool_)):
# error: Argument 2 to "isin" has incompatible type "List[Any]"; expected
# "Union[Union[ExtensionArray, ndarray], Index, Series]"
mask = algorithms.isin(values, list(na_values)) # type: ignore[arg-type]
na_count =mask.sum()
^^^^^^^^^^^^^THIS
if na_count > 0:
if is_integer_dtype(values):
values = values.astype(np.float64)
np.putmask(values, mask, np.nan)
return values, na_count
```
Caused an "AttributeError: 'BooleanArray' object has no attribute 'sum'" following some global ananconda update. Changed the line to
` na_count =mask.astype('uint8').sum()`
fixed the error in my case.
Edit by rhshadrach:
Minimal example
```
from io import StringIO
import pandas as pd
df = pd.read_csv(
StringIO("0,1"),
names=['a', 'b'],
index_col=['a'],
dtype={'a': 'UInt8'},
)
``` | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44079/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44079/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44080 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44080/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44080/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44080/events | https://github.com/pandas-dev/pandas/issues/44080 | 1,028,970,424 | I_kwDOAA0YD849VNe4 | 44,080 | RLS: 1.3.5 | {
"avatar_url": "https://avatars.githubusercontent.com/u/13159005?v=4",
"events_url": "https://api.github.com/users/simonjayhawkins/events{/privacy}",
"followers_url": "https://api.github.com/users/simonjayhawkins/followers",
"following_url": "https://api.github.com/users/simonjayhawkins/following{/other_user}",
"gists_url": "https://api.github.com/users/simonjayhawkins/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/simonjayhawkins",
"id": 13159005,
"login": "simonjayhawkins",
"node_id": "MDQ6VXNlcjEzMTU5MDA1",
"organizations_url": "https://api.github.com/users/simonjayhawkins/orgs",
"received_events_url": "https://api.github.com/users/simonjayhawkins/received_events",
"repos_url": "https://api.github.com/users/simonjayhawkins/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/simonjayhawkins/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/simonjayhawkins/subscriptions",
"type": "User",
"url": "https://api.github.com/users/simonjayhawkins"
} | [
{
"color": "006b75",
"default": false,
"description": null,
"id": 131473665,
"name": "Release",
"node_id": "MDU6TGFiZWwxMzE0NzM2NjU=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Release"
}
] | open | false | null | [] | {
"closed_at": null,
"closed_issues": 47,
"created_at": "2021-10-16T17:29:59Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/13159005?v=4",
"events_url": "https://api.github.com/users/simonjayhawkins/events{/privacy}",
"followers_url": "https://api.github.com/users/simonjayhawkins/followers",
"following_url": "https://api.github.com/users/simonjayhawkins/following{/other_user}",
"gists_url": "https://api.github.com/users/simonjayhawkins/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/simonjayhawkins",
"id": 13159005,
"login": "simonjayhawkins",
"node_id": "MDQ6VXNlcjEzMTU5MDA1",
"organizations_url": "https://api.github.com/users/simonjayhawkins/orgs",
"received_events_url": "https://api.github.com/users/simonjayhawkins/received_events",
"repos_url": "https://api.github.com/users/simonjayhawkins/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/simonjayhawkins/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/simonjayhawkins/subscriptions",
"type": "User",
"url": "https://api.github.com/users/simonjayhawkins"
},
"description": "on-merge: backport to 1.3.x",
"due_on": "2021-11-28T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/91",
"id": 7259169,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/91/labels",
"node_id": "MI_kwDOAA0YD84AbsQh",
"number": 91,
"open_issues": 23,
"state": "open",
"title": "1.3.5",
"updated_at": "2021-11-21T13:42:45Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/91"
} | 3 | "2021-10-18T11:08:12Z" | "2021-11-18T11:56:46Z" | null | MEMBER | null | Tracking issue for the 1.3.5 release.
Currently scheduled for November 28, 2021. (This is a couple of weeks before 1.4.0rc0)
The patch releases are on a calendar schedule of 3-3-4-5-6 weeks, however if 1.3.5 is the last in the 1.3.x series, we would delay to resolve any outstanding issues if necessary. But ideally get it done before the 1.4 release candidate)
https://github.com/pandas-dev/pandas/milestone/91
List of open regressions: https://github.com/pandas-dev/pandas/issues?q=is%3Aopen+is%3Aissue+label%3ARegression
cc @pandas-dev/pandas-core @pandas-dev/pandas-triage | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44080/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44080/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44081 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44081/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44081/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44081/events | https://github.com/pandas-dev/pandas/pull/44081 | 1,029,081,240 | PR_kwDOAA0YD84tU1Ze | 44,081 | BUG: Change of behavior in casting of datetime-like types in MultiIndex | {
"avatar_url": "https://avatars.githubusercontent.com/u/63910248?v=4",
"events_url": "https://api.github.com/users/shubham11941140/events{/privacy}",
"followers_url": "https://api.github.com/users/shubham11941140/followers",
"following_url": "https://api.github.com/users/shubham11941140/following{/other_user}",
"gists_url": "https://api.github.com/users/shubham11941140/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/shubham11941140",
"id": 63910248,
"login": "shubham11941140",
"node_id": "MDQ6VXNlcjYzOTEwMjQ4",
"organizations_url": "https://api.github.com/users/shubham11941140/orgs",
"received_events_url": "https://api.github.com/users/shubham11941140/received_events",
"repos_url": "https://api.github.com/users/shubham11941140/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/shubham11941140/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/shubham11941140/subscriptions",
"type": "User",
"url": "https://api.github.com/users/shubham11941140"
} | [] | closed | false | null | [] | null | 4 | "2021-10-18T12:58:09Z" | "2021-11-04T11:24:18Z" | "2021-11-04T11:24:18Z" | CONTRIBUTOR | null | - [x] closes #43091
- [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
Added try-except block in multi.py to reset the behaviour back to 1.2.5 | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44081/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44081/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44081.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44081",
"merged_at": null,
"patch_url": "https://github.com/pandas-dev/pandas/pull/44081.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44081"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44082 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44082/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44082/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44082/events | https://github.com/pandas-dev/pandas/issues/44082 | 1,029,232,037 | I_kwDOAA0YD849WNWl | 44,082 | ENH: cast unrecognised value as na in read_csv | {
"avatar_url": "https://avatars.githubusercontent.com/u/6242032?v=4",
"events_url": "https://api.github.com/users/xiki-tempula/events{/privacy}",
"followers_url": "https://api.github.com/users/xiki-tempula/followers",
"following_url": "https://api.github.com/users/xiki-tempula/following{/other_user}",
"gists_url": "https://api.github.com/users/xiki-tempula/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/xiki-tempula",
"id": 6242032,
"login": "xiki-tempula",
"node_id": "MDQ6VXNlcjYyNDIwMzI=",
"organizations_url": "https://api.github.com/users/xiki-tempula/orgs",
"received_events_url": "https://api.github.com/users/xiki-tempula/received_events",
"repos_url": "https://api.github.com/users/xiki-tempula/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/xiki-tempula/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/xiki-tempula/subscriptions",
"type": "User",
"url": "https://api.github.com/users/xiki-tempula"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "5319e7",
"default": false,
"description": "read_csv, to_csv",
"id": 47229171,
"name": "IO CSV",
"node_id": "MDU6TGFiZWw0NzIyOTE3MQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/IO%20CSV"
}
] | closed | false | null | [] | null | 5 | "2021-10-18T14:59:10Z" | "2021-10-18T17:26:27Z" | "2021-10-18T16:22:24Z" | NONE | null | #### Is your feature request related to a problem?
I have a csv file which can contain some mission part due to IO problem.
Say if I have a csv file
```
0 -1 -10
1 -2 -20
2 -3 -30
```
However, due to the buffer problem, it can become
```
0 -1 -10
1 -2 -20
2 -3 -
```
If I use pandas.read_csv to read it, I will get:
```
File "/Users/XXX/opt/miniconda3/envs/mda_dev/lib/python3.7/site-packages/pandas/io/parsers.py", line 610, in read_csv
return _read(filepath_or_buffer, kwds)
File "/Users/XXX/opt/miniconda3/envs/mda_dev/lib/python3.7/site-packages/pandas/io/parsers.py", line 468, in _read
return parser.read(nrows)
File "/Users/XXX/opt/miniconda3/envs/mda_dev/lib/python3.7/site-packages/pandas/io/parsers.py", line 1057, in read
index, columns, col_dict = self._engine.read(nrows)
File "/Users/XXX/opt/miniconda3/envs/mda_dev/lib/python3.7/site-packages/pandas/io/parsers.py", line 2061, in read
data = self._reader.read(nrows)
File "pandas/_libs/parsers.pyx", line 756, in pandas._libs.parsers.TextReader.read
File "pandas/_libs/parsers.pyx", line 771, in pandas._libs.parsers.TextReader._read_low_memory
File "pandas/_libs/parsers.pyx", line 850, in pandas._libs.parsers.TextReader._read_rows
File "pandas/_libs/parsers.pyx", line 982, in pandas._libs.parsers.TextReader._convert_column_data
File "pandas/_libs/parsers.pyx", line 1056, in pandas._libs.parsers.TextReader._convert_tokens
ValueError: could not convert string to float: '-'
```
#### Describe the solution you'd like
I wonder if it is possible to cast any unrecognised value as NA rather than raise a Value error
#### API breaking implications
N/A
#### Describe alternatives you've considered
perhaps just skip this line?
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44082/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44082/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44083 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44083/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44083/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44083/events | https://github.com/pandas-dev/pandas/pull/44083 | 1,029,281,029 | PR_kwDOAA0YD84tVehT | 44,083 | DOC: Fix cheatsheet automatic uploading | {
"avatar_url": "https://avatars.githubusercontent.com/u/10058240?v=4",
"events_url": "https://api.github.com/users/datapythonista/events{/privacy}",
"followers_url": "https://api.github.com/users/datapythonista/followers",
"following_url": "https://api.github.com/users/datapythonista/following{/other_user}",
"gists_url": "https://api.github.com/users/datapythonista/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/datapythonista",
"id": 10058240,
"login": "datapythonista",
"node_id": "MDQ6VXNlcjEwMDU4MjQw",
"organizations_url": "https://api.github.com/users/datapythonista/orgs",
"received_events_url": "https://api.github.com/users/datapythonista/received_events",
"repos_url": "https://api.github.com/users/datapythonista/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/datapythonista/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/datapythonista/subscriptions",
"type": "User",
"url": "https://api.github.com/users/datapythonista"
} | [
{
"color": "3465A4",
"default": false,
"description": null,
"id": 134699,
"name": "Docs",
"node_id": "MDU6TGFiZWwxMzQ2OTk=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Docs"
},
{
"color": "a2bca7",
"default": false,
"description": "Continuous Integration",
"id": 48070600,
"name": "CI",
"node_id": "MDU6TGFiZWw0ODA3MDYwMA==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/CI"
}
] | closed | false | null | [] | null | 5 | "2021-10-18T15:32:24Z" | "2021-10-18T17:53:54Z" | "2021-10-18T15:34:17Z" | MEMBER | null | Follow up of #44018.
I didn't realize before merging that we were first uploading the web directory, and then copying the cheatsheets to it, so they won't be uploaded. The cheatsheets will be removed from the website in the CI of hte previous PR, so would be good to merge this asap, so the cheatsheets are restored.
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 1,
"heart": 0,
"hooray": 0,
"laugh": 1,
"rocket": 0,
"total_count": 2,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44083/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44083/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44083.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44083",
"merged_at": "2021-10-18T15:34:16Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44083.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44083"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44084 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44084/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44084/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44084/events | https://github.com/pandas-dev/pandas/issues/44084 | 1,029,316,846 | I_kwDOAA0YD849WiDu | 44,084 | BUG: get_indexer_for() does not always return list of indeces | {
"avatar_url": "https://avatars.githubusercontent.com/u/5902745?v=4",
"events_url": "https://api.github.com/users/johannes-mueller/events{/privacy}",
"followers_url": "https://api.github.com/users/johannes-mueller/followers",
"following_url": "https://api.github.com/users/johannes-mueller/following{/other_user}",
"gists_url": "https://api.github.com/users/johannes-mueller/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/johannes-mueller",
"id": 5902745,
"login": "johannes-mueller",
"node_id": "MDQ6VXNlcjU5MDI3NDU=",
"organizations_url": "https://api.github.com/users/johannes-mueller/orgs",
"received_events_url": "https://api.github.com/users/johannes-mueller/received_events",
"repos_url": "https://api.github.com/users/johannes-mueller/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/johannes-mueller/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/johannes-mueller/subscriptions",
"type": "User",
"url": "https://api.github.com/users/johannes-mueller"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "0b02e1",
"default": false,
"description": "Related to indexing on series/frames, not to indexes themselves",
"id": 2822098,
"name": "Indexing",
"node_id": "MDU6TGFiZWwyODIyMDk4",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Indexing"
},
{
"color": "207de5",
"default": false,
"description": null,
"id": 71268330,
"name": "MultiIndex",
"node_id": "MDU6TGFiZWw3MTI2ODMzMA==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/MultiIndex"
},
{
"color": "009800",
"default": false,
"description": "Interval data type",
"id": 150096370,
"name": "Interval",
"node_id": "MDU6TGFiZWwxNTAwOTYzNzA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Interval"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 1 | "2021-10-18T16:06:01Z" | "2021-11-14T02:26:44Z" | "2021-11-14T02:26:44Z" | CONTRIBUTOR | 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
```python
import pandas as pd
import numpy as np
interval_index = pd.IntervalIndex.from_tuples([(1.0, np.inf), (-np.inf, 0.0), (0.0, 1.)], name='interval')
foo_index = pd.Index([1, 2, 3], name='foo')
multi_index = pd.MultiIndex.from_product([foo_index, interval_index])
print(multi_index.get_level_values('foo').get_indexer_for([2]))
print(multi_index.get_level_values('interval').get_indexer_for([pd.Interval(-np.inf, 0.0)]))
multi_index = pd.MultiIndex.from_product([interval_index, foo_index])
print(multi_index.get_level_values('foo').get_indexer_for([2]))
print(multi_index.get_level_values('interval').get_indexer_for([pd.Interval(-np.inf, 0.0)]))
```
### Issue Description
`get_indexer_for()` does not return a list of indeces as described in the docs but a mask like list under some circumstances.
As far as I have investigated, the behavior occurs if all of the following conditions are met:
* the index is a `MultiIndex`
* the level in question is a `IntervalIndex`
* the level in question is not the first level of the `MultiIndex`
The script above outputs
```
[3 4 5]
[0 1 0 0 1 0 0 1 0]
[1 4 7]
[3 4 5]
```
### Expected Behavior
Expected output
```
[3 4 5]
[1 4 7]
[1 4 7]
[3 4 5]
```
### Installed Versions
<details>
INSTALLED VERSIONS
------------------
commit : 3a6d4cd01d076762ad60c5fd6551012cb72a808d
python : 3.9.7.final.0
python-bits : 64
OS : Linux
OS-release : 5.4.0-88-lowlatency
Version : #99-Ubuntu SMP PREEMPT Thu Sep 23 18:30:52 UTC 2021
machine : x86_64
processor : x86_64
byteorder : little
LC_ALL : None
LANG : de_DE.UTF-8
LOCALE : de_DE.UTF-8
pandas : 1.4.0.dev0+933.g3a6d4cd01d
numpy : 1.21.2
pytz : 2021.3
dateutil : 2.8.2
pip : 21.2.4
setuptools : 58.0.4
Cython : None
pytest : 6.2.5
hypothesis : 6.23.3
sphinx : None
blosc : None
feather : None
xlsxwriter : None
lxml.etree : None
html5lib : None
pymysql : None
psycopg2 : None
jinja2 : None
IPython : None
pandas_datareader: None
bs4 : None
bottleneck : None
fsspec : None
fastparquet : None
gcsfs : None
matplotlib : None
numexpr : None
odfpy : None
openpyxl : None
pandas_gbq : None
pyarrow : None
pyxlsb : None
s3fs : None
scipy : None
sqlalchemy : None
tables : None
tabulate : None
xarray : None
xlrd : None
xlwt : None
numba : None
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44084/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44084/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44085 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44085/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44085/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44085/events | https://github.com/pandas-dev/pandas/pull/44085 | 1,029,319,155 | PR_kwDOAA0YD84tVmCH | 44,085 | BUG: RangeIndex.difference with sort=None and step<0 | {
"avatar_url": "https://avatars.githubusercontent.com/u/8078968?v=4",
"events_url": "https://api.github.com/users/jbrockmendel/events{/privacy}",
"followers_url": "https://api.github.com/users/jbrockmendel/followers",
"following_url": "https://api.github.com/users/jbrockmendel/following{/other_user}",
"gists_url": "https://api.github.com/users/jbrockmendel/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jbrockmendel",
"id": 8078968,
"login": "jbrockmendel",
"node_id": "MDQ6VXNlcjgwNzg5Njg=",
"organizations_url": "https://api.github.com/users/jbrockmendel/orgs",
"received_events_url": "https://api.github.com/users/jbrockmendel/received_events",
"repos_url": "https://api.github.com/users/jbrockmendel/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jbrockmendel/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jbrockmendel/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jbrockmendel"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "02d7e1",
"default": false,
"description": "Concat, Merge/Join, Stack/Unstack, Explode",
"id": 13098779,
"name": "Reshaping",
"node_id": "MDU6TGFiZWwxMzA5ODc3OQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Reshaping"
},
{
"color": "e99695",
"default": false,
"description": "Related to the Index class or subclasses",
"id": 1218227310,
"name": "Index",
"node_id": "MDU6TGFiZWwxMjE4MjI3MzEw",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Index"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 0 | "2021-10-18T16:08:00Z" | "2021-11-20T23:20:36Z" | "2021-10-18T22:45:22Z" | MEMBER | null | - [ ] closes #xxxx
- [x] 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
- [x] whatsnew entry
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44085/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44085/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44085.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44085",
"merged_at": "2021-10-18T22:45:22Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44085.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44085"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44086 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44086/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44086/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44086/events | https://github.com/pandas-dev/pandas/pull/44086 | 1,029,348,661 | PR_kwDOAA0YD84tVr3A | 44,086 | ENH: preserve RangeIndex in insert, delete | {
"avatar_url": "https://avatars.githubusercontent.com/u/8078968?v=4",
"events_url": "https://api.github.com/users/jbrockmendel/events{/privacy}",
"followers_url": "https://api.github.com/users/jbrockmendel/followers",
"following_url": "https://api.github.com/users/jbrockmendel/following{/other_user}",
"gists_url": "https://api.github.com/users/jbrockmendel/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jbrockmendel",
"id": 8078968,
"login": "jbrockmendel",
"node_id": "MDQ6VXNlcjgwNzg5Njg=",
"organizations_url": "https://api.github.com/users/jbrockmendel/orgs",
"received_events_url": "https://api.github.com/users/jbrockmendel/received_events",
"repos_url": "https://api.github.com/users/jbrockmendel/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jbrockmendel/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jbrockmendel/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jbrockmendel"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "02d7e1",
"default": false,
"description": "Concat, Merge/Join, Stack/Unstack, Explode",
"id": 13098779,
"name": "Reshaping",
"node_id": "MDU6TGFiZWwxMzA5ODc3OQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Reshaping"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 0 | "2021-10-18T16:36:25Z" | "2021-10-18T23:15:52Z" | "2021-10-18T23:05:28Z" | MEMBER | null | - [ ] closes #xxxx
- [x] 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
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44086/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44086/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44086.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44086",
"merged_at": "2021-10-18T23:05:28Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44086.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44086"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44087 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44087/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44087/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44087/events | https://github.com/pandas-dev/pandas/issues/44087 | 1,029,413,906 | I_kwDOAA0YD849W5wS | 44,087 | Cheatsheets not being served via nginx | {
"avatar_url": "https://avatars.githubusercontent.com/u/10058240?v=4",
"events_url": "https://api.github.com/users/datapythonista/events{/privacy}",
"followers_url": "https://api.github.com/users/datapythonista/followers",
"following_url": "https://api.github.com/users/datapythonista/following{/other_user}",
"gists_url": "https://api.github.com/users/datapythonista/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/datapythonista",
"id": 10058240,
"login": "datapythonista",
"node_id": "MDQ6VXNlcjEwMDU4MjQw",
"organizations_url": "https://api.github.com/users/datapythonista/orgs",
"received_events_url": "https://api.github.com/users/datapythonista/received_events",
"repos_url": "https://api.github.com/users/datapythonista/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/datapythonista/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/datapythonista/subscriptions",
"type": "User",
"url": "https://api.github.com/users/datapythonista"
} | [
{
"color": "3465A4",
"default": false,
"description": null,
"id": 134699,
"name": "Docs",
"node_id": "MDU6TGFiZWwxMzQ2OTk=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Docs"
},
{
"color": "a2bca7",
"default": false,
"description": "Continuous Integration",
"id": 48070600,
"name": "CI",
"node_id": "MDU6TGFiZWw0ODA3MDYwMA==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/CI"
}
] | closed | false | null | [] | null | 1 | "2021-10-18T17:44:26Z" | "2021-10-18T17:54:46Z" | "2021-10-18T17:54:46Z" | MEMBER | null | We started synchronizing the cheat sheets from this repo, to the pandas.pydata.org server. The cheatsheets have been correctly placed into our website directory, but https://pandas.pydata.org/Pandas_Cheat_Sheet.pdf is still serving the old version.
I restarted nginx, to make sure it's not a caching problem, but still the same. I deleted the file, and still being served. I checked the nginx logs, and all requests are being logged, except to the cheat sheet files. I checked the nginx configuration, to make sure there is nothing specific to that file, and it's not. I uploaded a different pdf to the same directory, and worked correctly. I stopped nginx for couple of seconds, and the website was down, but the cheat sheet was still being served.
The only thing I guess it may be causing this, is a cache in a service like cloudflare or similar. Do you know if we're using that @TomAugspurger @aterrel ? And do you know if the cache will be purged anytime soon? Happy to wait until the cache is automatically purged if it'll happen, but would be good to understand if that's the case. | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44087/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44087/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44088 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44088/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44088/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44088/events | https://github.com/pandas-dev/pandas/pull/44088 | 1,029,419,858 | PR_kwDOAA0YD84tV5w1 | 44,088 | BUG: crosstab fails with lists/tuples | {
"avatar_url": "https://avatars.githubusercontent.com/u/45562402?v=4",
"events_url": "https://api.github.com/users/rhshadrach/events{/privacy}",
"followers_url": "https://api.github.com/users/rhshadrach/followers",
"following_url": "https://api.github.com/users/rhshadrach/following{/other_user}",
"gists_url": "https://api.github.com/users/rhshadrach/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/rhshadrach",
"id": 45562402,
"login": "rhshadrach",
"node_id": "MDQ6VXNlcjQ1NTYyNDAy",
"organizations_url": "https://api.github.com/users/rhshadrach/orgs",
"received_events_url": "https://api.github.com/users/rhshadrach/received_events",
"repos_url": "https://api.github.com/users/rhshadrach/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/rhshadrach/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/rhshadrach/subscriptions",
"type": "User",
"url": "https://api.github.com/users/rhshadrach"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "02d7e1",
"default": false,
"description": "Concat, Merge/Join, Stack/Unstack, Explode",
"id": 13098779,
"name": "Reshaping",
"node_id": "MDU6TGFiZWwxMzA5ODc3OQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Reshaping"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 1 | "2021-10-18T17:51:45Z" | "2021-10-19T03:45:30Z" | "2021-10-18T19:28:50Z" | MEMBER | null | - [x] closes #44076
- [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
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44088/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44088/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44088.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44088",
"merged_at": "2021-10-18T19:28:50Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44088.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44088"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44089 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44089/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44089/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44089/events | https://github.com/pandas-dev/pandas/issues/44089 | 1,029,452,877 | I_kwDOAA0YD849XDRN | 44,089 | BUILD: Building wheels failing with one `requirements.txt` but passes with another | {
"avatar_url": "https://avatars.githubusercontent.com/u/42289817?v=4",
"events_url": "https://api.github.com/users/ivanov-slk/events{/privacy}",
"followers_url": "https://api.github.com/users/ivanov-slk/followers",
"following_url": "https://api.github.com/users/ivanov-slk/following{/other_user}",
"gists_url": "https://api.github.com/users/ivanov-slk/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/ivanov-slk",
"id": 42289817,
"login": "ivanov-slk",
"node_id": "MDQ6VXNlcjQyMjg5ODE3",
"organizations_url": "https://api.github.com/users/ivanov-slk/orgs",
"received_events_url": "https://api.github.com/users/ivanov-slk/received_events",
"repos_url": "https://api.github.com/users/ivanov-slk/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/ivanov-slk/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/ivanov-slk/subscriptions",
"type": "User",
"url": "https://api.github.com/users/ivanov-slk"
} | [
{
"color": "75507B",
"default": false,
"description": "Library building on various platforms",
"id": 129350,
"name": "Build",
"node_id": "MDU6TGFiZWwxMjkzNTA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Build"
},
{
"color": "0052cc",
"default": false,
"description": "Issue that has not been reviewed by a pandas team member",
"id": 1954720290,
"name": "Needs Triage",
"node_id": "MDU6TGFiZWwxOTU0NzIwMjkw",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Needs%20Triage"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 2361,
"created_at": "2015-02-26T19:29:05Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/1020496?v=4",
"events_url": "https://api.github.com/users/jorisvandenbossche/events{/privacy}",
"followers_url": "https://api.github.com/users/jorisvandenbossche/followers",
"following_url": "https://api.github.com/users/jorisvandenbossche/following{/other_user}",
"gists_url": "https://api.github.com/users/jorisvandenbossche/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jorisvandenbossche",
"id": 1020496,
"login": "jorisvandenbossche",
"node_id": "MDQ6VXNlcjEwMjA0OTY=",
"organizations_url": "https://api.github.com/users/jorisvandenbossche/orgs",
"received_events_url": "https://api.github.com/users/jorisvandenbossche/received_events",
"repos_url": "https://api.github.com/users/jorisvandenbossche/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jorisvandenbossche/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jorisvandenbossche/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jorisvandenbossche"
},
"description": "A milestone for closed or open issues for which there is no action needed (eg not a bug, just a question / discussion, nothing to resolve, wontfix, etc).\r\n\r\n",
"due_on": null,
"html_url": "https://github.com/pandas-dev/pandas/milestone/33",
"id": 997544,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/33/labels",
"node_id": "MDk6TWlsZXN0b25lOTk3NTQ0",
"number": 33,
"open_issues": 11,
"state": "open",
"title": "No action",
"updated_at": "2021-11-19T17:33:16Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/33"
} | 3 | "2021-10-18T18:23:35Z" | "2021-10-20T11:25:58Z" | "2021-10-20T11:25:58Z" | NONE | null | ###
- [X] I have read the [installation guide](https://pandas.pydata.org/pandas-docs/stable/getting_started/install.html#installing-pandas).
### Platform
Linux-3.10.0-1160.45.1.el7.x86_64-x86_64-with-glibc2.28; Linux-4.18.0-305.7.1.el8_4.x86_64-x86_64-with-redhat-8.4-Ootpa
### Installation Method
pip install
### pandas Version
1.3.5
### Python Version
3.9.2
### Installation Logs
I am trying to `pip install` (`-U -r requirements.txt`) `pandas` in the following set of requirements:
```
pandas
numpy
scipy
python-dateutil
wheel
scikit-learn
scikit-optimize
tqdm
networkx
joblib
twine
mlflow
requests
Cython
tables
luigi
boto3
schedule
hyperopt
statsmodels
```
It fails on `Building wheel for pandas (setup.py): started` with the following error (more details in the attached log):
```
ERROR: Command errored out with exit status 1: /home/venvs/model_env_py39/bin/python -u -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-install-t9tmjsl2/scikit-learn_ec85c74cdc314b5dae36b86ff0618a56/setup.py'"'"'; __file__='"'"'/tmp/pip-install-t9tmjsl2/scikit-learn_ec85c74cdc314b5dae36b86ff0618a56/setup.py'"'"';f = getattr(tokenize, '"'"'open'"'"', open)(__file__) if os.path.exists(__file__) else io.StringIO('"'"'from setuptools import setup; setup()'"'"');code = f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' install --record /tmp/pip-record-mjw2a43x/install-record.txt --single-version-externally-managed --compile --install-headers /home/venvs/model_env_py39/include/site/python3.9/scikit-learn Check the logs for full command output.
```
[log.txt](https://github.com/pandas-dev/pandas/files/7367688/log.txt)
The interesting part is that installing the following set of requirements:
```
pandas
numpy
scipy
python-dateutil
wheel
scikit-learn
scikit-optimize
tqdm
networkx
joblib
twine
mlflow
requests
```
runs without issue. I tested this in two different Linux environments (see above) with the same result. | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44089/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44089/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44090 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44090/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44090/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44090/events | https://github.com/pandas-dev/pandas/issues/44090 | 1,029,461,435 | I_kwDOAA0YD849XFW7 | 44,090 | BUG: Calling apply on empty DataFrame on axis="columns" loops on an empty default Series | {
"avatar_url": "https://avatars.githubusercontent.com/u/31741972?v=4",
"events_url": "https://api.github.com/users/philippefutureboy/events{/privacy}",
"followers_url": "https://api.github.com/users/philippefutureboy/followers",
"following_url": "https://api.github.com/users/philippefutureboy/following{/other_user}",
"gists_url": "https://api.github.com/users/philippefutureboy/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/philippefutureboy",
"id": 31741972,
"login": "philippefutureboy",
"node_id": "MDQ6VXNlcjMxNzQxOTcy",
"organizations_url": "https://api.github.com/users/philippefutureboy/orgs",
"received_events_url": "https://api.github.com/users/philippefutureboy/received_events",
"repos_url": "https://api.github.com/users/philippefutureboy/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/philippefutureboy/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/philippefutureboy/subscriptions",
"type": "User",
"url": "https://api.github.com/users/philippefutureboy"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "207de5",
"default": false,
"description": "Requires discussion from core team before further action",
"id": 219960758,
"name": "Needs Discussion",
"node_id": "MDU6TGFiZWwyMTk5NjA3NTg=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Needs%20Discussion"
},
{
"color": "fbca04",
"default": false,
"description": "Apply, Aggregate, Transform",
"id": 697792067,
"name": "Apply",
"node_id": "MDU6TGFiZWw2OTc3OTIwNjc=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Apply"
}
] | open | false | null | [] | null | 0 | "2021-10-18T18:34:01Z" | "2021-10-30T23:02:58Z" | 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.
- [ ] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```python
>>> import pandas as pd
>>> pd.DataFrame([], columns=["a", "b", "c"]).apply(lambda row: print(row), axis=1)
Series([], dtype: float64)
```
### Issue Description
Is it normal that DataFrame.apply(axis=1) loops once when the DataFrame is empty?
Sounds like a weird, unexpected behaviour to me (and introduced breakage in our codebase).
I guess this is to return an empty Series for assignment?
### Expected Behavior
`DataFrame.apply(axis=1)` on an empty DataFrame should not loop (and still return an empty Series)
### Installed Versions
<details>
INSTALLED VERSIONS
------------------
commit : 73c68257545b5f8530b7044f56647bd2db92e2ba
python : 3.8.7.final.0
python-bits : 64
OS : Darwin
OS-release : 20.6.0
Version : Darwin Kernel Version 20.6.0: Mon Aug 30 06:12:21 PDT 2021; root:xnu-7195.141.6~3/RELEASE_X86_64
machine : x86_64
processor : i386
byteorder : little
LC_ALL : None
LANG : en_US.UTF-8
LOCALE : en_US.UTF-8
pandas : 1.3.3
numpy : 1.21.2
pytz : 2021.1
dateutil : 2.8.2
pip : 21.0.1
setuptools : 54.1.2
Cython : None
pytest : 6.2.5
hypothesis : None
sphinx : None
blosc : None
feather : None
xlsxwriter : 3.0.1
lxml.etree : None
html5lib : None
pymysql : None
psycopg2 : 2.9.1 (dt dec pq3 ext lo64)
jinja2 : 2.11.3
IPython : 7.27.0
pandas_datareader: None
bs4 : None
bottleneck : None
fsspec : 2021.08.1
fastparquet : None
gcsfs : 2021.08.1
matplotlib : None
numexpr : None
odfpy : None
openpyxl : 3.0.7
pandas_gbq : 0.14.1
pyarrow : 1.0.1
pyxlsb : None
s3fs : None
scipy : None
sqlalchemy : 1.3.24
tables : None
tabulate : 0.8.9
xarray : None
xlrd : None
xlwt : None
numba : None
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44090/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44090/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44091 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44091/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44091/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44091/events | https://github.com/pandas-dev/pandas/issues/44091 | 1,029,519,927 | I_kwDOAA0YD849XTo3 | 44,091 | BUG: DataFrame(dict_of_series) raises depending on order of dict | {
"avatar_url": "https://avatars.githubusercontent.com/u/8078968?v=4",
"events_url": "https://api.github.com/users/jbrockmendel/events{/privacy}",
"followers_url": "https://api.github.com/users/jbrockmendel/followers",
"following_url": "https://api.github.com/users/jbrockmendel/following{/other_user}",
"gists_url": "https://api.github.com/users/jbrockmendel/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jbrockmendel",
"id": 8078968,
"login": "jbrockmendel",
"node_id": "MDQ6VXNlcjgwNzg5Njg=",
"organizations_url": "https://api.github.com/users/jbrockmendel/orgs",
"received_events_url": "https://api.github.com/users/jbrockmendel/received_events",
"repos_url": "https://api.github.com/users/jbrockmendel/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jbrockmendel/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jbrockmendel/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jbrockmendel"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "e102d8",
"default": false,
"description": "Unexpected or buggy dtype conversions",
"id": 31404521,
"name": "Dtype Conversions",
"node_id": "MDU6TGFiZWwzMTQwNDUyMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Dtype%20Conversions"
},
{
"color": "d4c5f9",
"default": false,
"description": "Series/DataFrame/Index/pd.array Constructors",
"id": 1465286368,
"name": "Constructors",
"node_id": "MDU6TGFiZWwxNDY1Mjg2MzY4",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Constructors"
}
] | open | false | null | [] | null | 0 | "2021-10-18T19:39:55Z" | "2021-10-30T23:03:46Z" | null | MEMBER | 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
```python
dti = pd.date_range("2016-01-01", periods=3)
ser1 = pd.Series(range(3), index=dti)
ser2 = pd.Series(range(3), index=dti.tz_localize("UTC"))
ser3 = pd.Series(range(3))
>>> pd.DataFrame({"A": ser3, "B": ser2, "C": ser1}) # works fine
>>> pd.DataFrame({"A": ser1, "B": ser2, "C": ser3})
TypeError: Cannot join tz-naive with tz-aware DatetimeIndex
```
### Issue Description
When we pass a dict of Series, we end up going through indexes.api.union_indexes, which checks if our _first_ index is a DatetimeIndex and if so dispatches to DatetimeIndex.union_many, which in this case raises. If the DatetimeIndex is not first, then it goes through Index.union and casts to object.
Then there's the issue that we don't pass `sort` to union_many so it gets ignored.
### Expected Behavior
Cast to object.
### Installed Versions
<details>
Replace this line with the output of pd.show_versions()
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44091/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44091/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44092 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44092/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44092/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44092/events | https://github.com/pandas-dev/pandas/pull/44092 | 1,029,595,185 | PR_kwDOAA0YD84tWcOD | 44,092 | TST: fix groupby-empty xfails | {
"avatar_url": "https://avatars.githubusercontent.com/u/8078968?v=4",
"events_url": "https://api.github.com/users/jbrockmendel/events{/privacy}",
"followers_url": "https://api.github.com/users/jbrockmendel/followers",
"following_url": "https://api.github.com/users/jbrockmendel/following{/other_user}",
"gists_url": "https://api.github.com/users/jbrockmendel/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jbrockmendel",
"id": 8078968,
"login": "jbrockmendel",
"node_id": "MDQ6VXNlcjgwNzg5Njg=",
"organizations_url": "https://api.github.com/users/jbrockmendel/orgs",
"received_events_url": "https://api.github.com/users/jbrockmendel/received_events",
"repos_url": "https://api.github.com/users/jbrockmendel/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jbrockmendel/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jbrockmendel/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jbrockmendel"
} | [
{
"color": "C4A000",
"default": false,
"description": "pandas testing functions or related to the test suite",
"id": 127685,
"name": "Testing",
"node_id": "MDU6TGFiZWwxMjc2ODU=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Testing"
},
{
"color": "729FCF",
"default": false,
"description": null,
"id": 233160,
"name": "Groupby",
"node_id": "MDU6TGFiZWwyMzMxNjA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Groupby"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 0 | "2021-10-18T21:04:33Z" | "2021-10-20T21:51:21Z" | "2021-10-20T21:09:05Z" | MEMBER | null | - [ ] closes #xxxx
- [ ] 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
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44092/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44092/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44092.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44092",
"merged_at": "2021-10-20T21:09:05Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44092.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44092"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44093 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44093/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44093/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44093/events | https://github.com/pandas-dev/pandas/pull/44093 | 1,029,767,219 | PR_kwDOAA0YD84tW9As | 44,093 | ENH: retain RangeIndex in RangeIndex.difference | {
"avatar_url": "https://avatars.githubusercontent.com/u/8078968?v=4",
"events_url": "https://api.github.com/users/jbrockmendel/events{/privacy}",
"followers_url": "https://api.github.com/users/jbrockmendel/followers",
"following_url": "https://api.github.com/users/jbrockmendel/following{/other_user}",
"gists_url": "https://api.github.com/users/jbrockmendel/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jbrockmendel",
"id": 8078968,
"login": "jbrockmendel",
"node_id": "MDQ6VXNlcjgwNzg5Njg=",
"organizations_url": "https://api.github.com/users/jbrockmendel/orgs",
"received_events_url": "https://api.github.com/users/jbrockmendel/received_events",
"repos_url": "https://api.github.com/users/jbrockmendel/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jbrockmendel/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jbrockmendel/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jbrockmendel"
} | [
{
"color": "4E9A06",
"default": false,
"description": null,
"id": 76812,
"name": "Enhancement",
"node_id": "MDU6TGFiZWw3NjgxMg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Enhancement"
},
{
"color": "02d7e1",
"default": false,
"description": "Concat, Merge/Join, Stack/Unstack, Explode",
"id": 13098779,
"name": "Reshaping",
"node_id": "MDU6TGFiZWwxMzA5ODc3OQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Reshaping"
},
{
"color": "e99695",
"default": false,
"description": "Related to the Index class or subclasses",
"id": 1218227310,
"name": "Index",
"node_id": "MDU6TGFiZWwxMjE4MjI3MzEw",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Index"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 0 | "2021-10-19T01:50:12Z" | "2021-10-19T14:42:53Z" | "2021-10-19T12:55:47Z" | MEMBER | null | - [ ] closes #xxxx
- [ ] 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
This should handle _all_ cases where it is possible to retain RangeIndex, a claim which the hypothesis-baed tests should check. | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44093/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44093/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44093.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44093",
"merged_at": "2021-10-19T12:55:47Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44093.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44093"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44094 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44094/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44094/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44094/events | https://github.com/pandas-dev/pandas/pull/44094 | 1,029,782,706 | PR_kwDOAA0YD84tW_5y | 44,094 | testing broadcast on multiindex | {
"avatar_url": "https://avatars.githubusercontent.com/u/29053090?v=4",
"events_url": "https://api.github.com/users/gabrieldi95/events{/privacy}",
"followers_url": "https://api.github.com/users/gabrieldi95/followers",
"following_url": "https://api.github.com/users/gabrieldi95/following{/other_user}",
"gists_url": "https://api.github.com/users/gabrieldi95/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/gabrieldi95",
"id": 29053090,
"login": "gabrieldi95",
"node_id": "MDQ6VXNlcjI5MDUzMDkw",
"organizations_url": "https://api.github.com/users/gabrieldi95/orgs",
"received_events_url": "https://api.github.com/users/gabrieldi95/received_events",
"repos_url": "https://api.github.com/users/gabrieldi95/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/gabrieldi95/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/gabrieldi95/subscriptions",
"type": "User",
"url": "https://api.github.com/users/gabrieldi95"
} | [
{
"color": "C4A000",
"default": false,
"description": "pandas testing functions or related to the test suite",
"id": 127685,
"name": "Testing",
"node_id": "MDU6TGFiZWwxMjc2ODU=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Testing"
},
{
"color": "006b75",
"default": false,
"description": "Arithmetic, Comparison, and Logical operations",
"id": 47223669,
"name": "Numeric Operations",
"node_id": "MDU6TGFiZWw0NzIyMzY2OQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Numeric%20Operations"
},
{
"color": "207de5",
"default": false,
"description": null,
"id": 71268330,
"name": "MultiIndex",
"node_id": "MDU6TGFiZWw3MTI2ODMzMA==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/MultiIndex"
}
] | open | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 2 | "2021-10-19T02:20:52Z" | "2021-11-19T00:22:58Z" | null | CONTRIBUTOR | null | - [x] closes #34388
- [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
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44094/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44094/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44094.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44094",
"merged_at": null,
"patch_url": "https://github.com/pandas-dev/pandas/pull/44094.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44094"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44095 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44095/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44095/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44095/events | https://github.com/pandas-dev/pandas/issues/44095 | 1,030,145,758 | I_kwDOAA0YD849Zsbe | 44,095 | BUG: Accessing pd.Series Multiindex with get() does not find element | {
"avatar_url": "https://avatars.githubusercontent.com/u/9060786?v=4",
"events_url": "https://api.github.com/users/HansBambel/events{/privacy}",
"followers_url": "https://api.github.com/users/HansBambel/followers",
"following_url": "https://api.github.com/users/HansBambel/following{/other_user}",
"gists_url": "https://api.github.com/users/HansBambel/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/HansBambel",
"id": 9060786,
"login": "HansBambel",
"node_id": "MDQ6VXNlcjkwNjA3ODY=",
"organizations_url": "https://api.github.com/users/HansBambel/orgs",
"received_events_url": "https://api.github.com/users/HansBambel/received_events",
"repos_url": "https://api.github.com/users/HansBambel/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/HansBambel/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/HansBambel/subscriptions",
"type": "User",
"url": "https://api.github.com/users/HansBambel"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "0052cc",
"default": false,
"description": "Issue that has not been reviewed by a pandas team member",
"id": 1954720290,
"name": "Needs Triage",
"node_id": "MDU6TGFiZWwxOTU0NzIwMjkw",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Needs%20Triage"
}
] | closed | false | null | [] | null | 1 | "2021-10-19T10:41:17Z" | "2021-10-20T08:42:36Z" | "2021-10-20T08:42:36Z" | 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.
- [ ] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```python
import pandas as pd
a = pd.DataFrame({"breed": ["stallion", "stallion", "stallion", "stallion", "pony", "pony", "pony"],
"stable": ["hogwarts", "hogwarts", "london", None, "hogwarts", "london", "london"],
"weight": [800, 900, 982, 400, 230, 300, 500]})
grouped = a.groupby(["breed", "stable"], dropna=False)["weight"].mean()
grouped = grouped.append(a.groupby("breed", dropna=False)["weight"].mean())
grouped = grouped.append(pd.Series(a["weight"].mean(), index=["all_breeds"]))
print(grouped)
print()
print(grouped["stallion", "london"])
print(grouped.get(["stallion", "london"]))
print(grouped.get(["stallion", "london"], -1))
print(f'The same? {grouped["stallion", "london"] == grouped.get(["stallion", "london"]) == grouped.get(["stallion", "london"], -1)}')
```
### Issue Description
I have a grouped pd.Series with Multiindices and can access single elements using `grouped["stallion", "london"]`, but when using `grouped.get(["stallion", "london"])` the result is `None` (or -1 when a default value is given).
### Expected Behavior
I am expecting that all three lines give me the same result:
`grouped["stallion", "london"] == grouped.get(["stallion", "london"]) == grouped.get(["stallion", "london"], -1)`
### Installed Versions
<details>
INSTALLED VERSIONS
------------------
commit : 945c9ed766a61c7d2c0a7cbb251b6edebf9cb7d5
python : 3.8.10.final.0
python-bits : 64
OS : Darwin
OS-release : 20.6.0
Version : Darwin Kernel Version 20.6.0: Mon Aug 30 06:12:20 PDT 2021; root:xnu-7195.141.6~3/RELEASE_ARM64_T8101
machine : x86_64
processor : i386
byteorder : little
LC_ALL : None
LANG : None
LOCALE : None.UTF-8
pandas : 1.3.4
numpy : 1.20.2
pytz : 2021.1
dateutil : 2.8.1
pip : 21.1.1
setuptools : 52.0.0.post20210125
Cython : None
pytest : 6.2.4
hypothesis : None
sphinx : None
blosc : None
feather : None
xlsxwriter : None
lxml.etree : None
html5lib : None
pymysql : None
psycopg2 : 2.8.6 (dt dec pq3 ext lo64)
jinja2 : 3.0.0
IPython : 7.24.0
pandas_datareader: None
bs4 : None
bottleneck : None
fsspec : 2021.07.0
fastparquet : 0.7.0
gcsfs : None
matplotlib : 3.4.2
numexpr : None
odfpy : None
openpyxl : None
pandas_gbq : None
pyarrow : None
pyxlsb : None
s3fs : None
scipy : 1.6.2
sqlalchemy : 1.4.25
tables : None
tabulate : None
xarray : None
xlrd : None
xlwt : None
numba : 0.53.1
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44095/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44095/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44096 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44096/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44096/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44096/events | https://github.com/pandas-dev/pandas/issues/44096 | 1,030,173,634 | I_kwDOAA0YD849ZzPC | 44,096 | BUG: Joining MultiIndex with IntervalIndex level fails when IntervalIndex level is overlapping | {
"avatar_url": "https://avatars.githubusercontent.com/u/5902745?v=4",
"events_url": "https://api.github.com/users/johannes-mueller/events{/privacy}",
"followers_url": "https://api.github.com/users/johannes-mueller/followers",
"following_url": "https://api.github.com/users/johannes-mueller/following{/other_user}",
"gists_url": "https://api.github.com/users/johannes-mueller/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/johannes-mueller",
"id": 5902745,
"login": "johannes-mueller",
"node_id": "MDQ6VXNlcjU5MDI3NDU=",
"organizations_url": "https://api.github.com/users/johannes-mueller/orgs",
"received_events_url": "https://api.github.com/users/johannes-mueller/received_events",
"repos_url": "https://api.github.com/users/johannes-mueller/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/johannes-mueller/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/johannes-mueller/subscriptions",
"type": "User",
"url": "https://api.github.com/users/johannes-mueller"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "02d7e1",
"default": false,
"description": "Concat, Merge/Join, Stack/Unstack, Explode",
"id": 13098779,
"name": "Reshaping",
"node_id": "MDU6TGFiZWwxMzA5ODc3OQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Reshaping"
},
{
"color": "207de5",
"default": false,
"description": null,
"id": 71268330,
"name": "MultiIndex",
"node_id": "MDU6TGFiZWw3MTI2ODMzMA==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/MultiIndex"
},
{
"color": "009800",
"default": false,
"description": "Interval data type",
"id": 150096370,
"name": "Interval",
"node_id": "MDU6TGFiZWwxNTAwOTYzNzA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Interval"
}
] | open | false | null | [] | null | 0 | "2021-10-19T11:11:55Z" | "2021-10-30T23:04:36Z" | null | CONTRIBUTOR | null | ###
- [X] I have checked that this issue has not already been reported. (might be related to #27456)
- [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
import pandas as pd
idx_1_working = pd.MultiIndex.from_tuples([
(1, pd.Interval(0.0, 1.0)),
(1, pd.Interval(1.0, 2.0)),
(1, pd.Interval(2.0, 5.0)),
(2, pd.Interval(0.0, 1.0)),
(2, pd.Interval(1.0, 2.0)),
(2, pd.Interval(2.0, 5.0)),
], names=['num', 'interval'])
# Same index but sequence slightly changed
idx_2_working = pd.MultiIndex.from_tuples([
(1, pd.Interval(2.0, 5.0)), # in idx_1_working this is in 3rd row
(1, pd.Interval(0.0, 1.0)),
(1, pd.Interval(1.0, 2.0)),
(2, pd.Interval(2.0, 5.0)), # in idx_1_working this is in 6th row
(2, pd.Interval(0.0, 1.0)),
(2, pd.Interval(1.0, 2.0)),
], names=['num', 'interval'])
print(idx_1_working.join(idx_2_working, how='outer'))
idx_1_broken = pd.MultiIndex.from_tuples([
(1, pd.Interval(0.0, 1.0)),
(1, pd.Interval(1.0, 2.0)),
(1, pd.Interval(2.0, 5.0)),
(2, pd.Interval(0.0, 1.0)),
(2, pd.Interval(1.0, 3.0)), # interval limit is here at 3.0, not at 2.0
(2, pd.Interval(3.0, 5.0)),
], names=['num', 'interval'])
idx_2_broken = pd.MultiIndex.from_tuples([
(1, pd.Interval(2.0, 5.0)),
(1, pd.Interval(0.0, 1.0)),
(1, pd.Interval(1.0, 2.0)),
(2, pd.Interval(3.0, 5.0)),
(2, pd.Interval(0.0, 1.0)),
(2, pd.Interval(1.0, 3.0)),
], names=['num', 'interval'])
print(idx_1_broken.join(idx_2_broken, how='outer'))
```
### Issue Description
Joining `idx_1_broken` with `idx_2_broken` for no obvious reason. The difference between the `_working` and the `_broken` indeces is, that in `_working` the `interval` level is the same for the two `num` level entries, whereas in `_broken` they one limit differs (see comment in the code)
Output of the example script:
```
MultiIndex([(1, (0.0, 1.0]),
(1, (1.0, 2.0]),
(1, (2.0, 5.0]),
(2, (0.0, 1.0]),
(2, (1.0, 2.0]),
(2, (2.0, 5.0])],
names=['num', 'interval'])
Traceback (most recent call last):
File "/home/jmu3si/tmp/intervalindex_test.py", line 47, in <module>
print(idx_1_broken.join(idx_2_broken, how='outer'))
File "/home/jmu3si/Devel/pandas/pandas/core/indexes/base.py", line 214, in join
join_index, lidx, ridx = meth(self, other, how=how, level=level, sort=sort)
File "/home/jmu3si/Devel/pandas/pandas/core/indexes/base.py", line 4302, in join
return self._join_via_get_indexer(other, how, sort)
File "/home/jmu3si/Devel/pandas/pandas/core/indexes/base.py", line 4336, in _join_via_get_indexer
rindexer = other.get_indexer(join_index)
File "/home/jmu3si/Devel/pandas/pandas/core/indexes/base.py", line 3665, in get_indexer
return self._get_indexer(target, method, limit, tolerance)
File "/home/jmu3si/Devel/pandas/pandas/core/indexes/base.py", line 3684, in _get_indexer
tgt_values = self._engine._extract_level_codes(target)
File "pandas/_libs/index.pyx", line 652, in pandas._libs.index.BaseMultiIndexCodesEngine._extract_level_codes
level_codes = [lev.get_indexer(codes) + 1 for lev, codes
File "/home/jmu3si/Devel/pandas/pandas/core/indexes/base.py", line 3602, in get_indexer
raise InvalidIndexError(self._requires_unique_msg)
pandas.errors.InvalidIndexError: cannot handle overlapping indices; use IntervalIndex.get_indexer_non_unique
```
### Expected Behavior
I would expect that the join operation works the same way as for `idx_1_working` and `idx_2_working`.
Expected output of the scipt:
```
MultiIndex([(1, (0.0, 1.0]),
(1, (1.0, 2.0]),
(1, (2.0, 5.0]),
(2, (0.0, 1.0]),
(2, (1.0, 2.0]),
(2, (2.0, 5.0])],
names=['num', 'interval'])
MultiIndex([(1, (0.0, 1.0]),
(1, (1.0, 2.0]),
(1, (2.0, 5.0]),
(2, (0.0, 1.0]),
(2, (1.0, 3.0]),
(2, (3.0, 5.0])],
names=['num', 'interval'])
```
### Installed versions
<details>
INSTALLED VERSIONS
------------------
commit : 3a6d4cd01d076762ad60c5fd6551012cb72a808d
python : 3.9.7.final.0
python-bits : 64
OS : Linux
OS-release : 5.4.0-88-lowlatency
Version : #99-Ubuntu SMP PREEMPT Thu Sep 23 18:30:52 UTC 2021
machine : x86_64
processor : x86_64
byteorder : little
LC_ALL : None
LANG : de_DE.UTF-8
LOCALE : de_DE.UTF-8
pandas : 1.4.0.dev0+933.g3a6d4cd01d
numpy : 1.21.2
pytz : 2021.3
dateutil : 2.8.2
pip : 21.2.4
setuptools : 58.0.4
Cython : None
pytest : 6.2.5
hypothesis : 6.23.3
sphinx : None
blosc : None
feather : None
xlsxwriter : None
lxml.etree : None
html5lib : None
pymysql : None
psycopg2 : None
jinja2 : None
IPython : None
pandas_datareader: None
bs4 : None
bottleneck : None
fsspec : None
fastparquet : None
gcsfs : None
matplotlib : None
numexpr : None
odfpy : None
openpyxl : None
pandas_gbq : None
pyarrow : None
pyxlsb : None
s3fs : None
scipy : None
sqlalchemy : None
tables : None
tabulate : None
xarray : None
xlrd : None
xlwt : None
numba : None
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44096/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44096/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44097 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44097/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44097/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44097/events | https://github.com/pandas-dev/pandas/issues/44097 | 1,030,253,283 | I_kwDOAA0YD849aGrj | 44,097 | Decrypting file in read_csv | {
"avatar_url": "https://avatars.githubusercontent.com/u/33896139?v=4",
"events_url": "https://api.github.com/users/linogaliana/events{/privacy}",
"followers_url": "https://api.github.com/users/linogaliana/followers",
"following_url": "https://api.github.com/users/linogaliana/following{/other_user}",
"gists_url": "https://api.github.com/users/linogaliana/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/linogaliana",
"id": 33896139,
"login": "linogaliana",
"node_id": "MDQ6VXNlcjMzODk2MTM5",
"organizations_url": "https://api.github.com/users/linogaliana/orgs",
"received_events_url": "https://api.github.com/users/linogaliana/received_events",
"repos_url": "https://api.github.com/users/linogaliana/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/linogaliana/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/linogaliana/subscriptions",
"type": "User",
"url": "https://api.github.com/users/linogaliana"
} | [
{
"color": "3465A4",
"default": false,
"description": null,
"id": 134699,
"name": "Docs",
"node_id": "MDU6TGFiZWwxMzQ2OTk=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Docs"
},
{
"color": "5319e7",
"default": false,
"description": "read_csv, to_csv",
"id": 47229171,
"name": "IO CSV",
"node_id": "MDU6TGFiZWw0NzIyOTE3MQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/IO%20CSV"
}
] | open | false | null | [] | null | 4 | "2021-10-19T12:35:32Z" | "2021-10-30T23:05:13Z" | null | NONE | null | ## Basic idea of the feature request
I was trying to read an encrypted file in `pandas`. As far as I know, there is no way to provide something to `read_csv` (or any other `read_*` function) to decrypt a file when reading (and not with *ex-post* `applymap` functions as in this [stack overflow thread](https://stackoverflow.com/questions/57194710/decrypting-a-fernet-csv-encoding-issue-pandas))
The solution proposed in the [aforementioned post](https://stackoverflow.com/questions/57194710/decrypting-a-fernet-csv-encoding-issue-pandas) seems quite slow with data > several Mb.
My solution has been to decrypt the file using `cryptography` package and write that in a temporary location (there's room for improvement in the functions I will propose below, I am aware of that). This works but I was hoping this would be better to have an option in `pandas` to decrypt when reading the stream input. This would probably lead to:
* speed improvements since you reduce the I/O
* improved security since you don't write decrypted (and thus potentially sensible) data in the disk, even for a temporary purpose
Here an example that makes possible to reproduce the feature:
1. The `encrypt_data` is just here to reproduce the setting of having a crypted file
2. It would be great to avoid the `decrypt_data` step to directly use `read_csv` with an extra argument.
```python
import pandas as pd
from cryptography.fernet import Fernet
df = pd.DataFrame({'user': ['Bob', 'Jane', 'Alice'],
'income': [40000, 50000, 42000]})
df.to_csv("toto.csv")
def encrypt_data(path, key, outpath = None):
if outpath is None:
outpath = '{}_encrypted'.format(path)
f = Fernet(key)
# opening the original file to encrypt
with open(path, 'rb') as file:
original = file.read()
# encrypting the file
encrypted = f.encrypt(original)
# opening the file in write mode and
# writing the encrypted data
with open(outpath, 'wb') as encrypted_file:
encrypted_file.write(encrypted)
print("file {} encrypted ; written at {} location".format(path, outpath))
def decrypt_data(path, key, outpath = None):
if outpath is None:
outpath = '{}_encrypted'.format(path)
f = Fernet(key)
# opening the original file to encrypt
with open(path, 'rb') as file:
original = file.read()
decrypted = f.decrypt(original)
# opening the file in write mode and
# writing the encrypted data
with open(outpath, 'wb') as dfile:
dfile.write(decrypted)
print("file {} decrypted ; written at {} location".format(path, outpath))
dummykey = Fernet.generate_key()
encrypt_data("toto.csv", dummykey, outpath = "toto_crypt.csv")
decrypt_data("toto_crypt.csv", dummykey, outpath = "toto_decrypt.csv")
pd.read_csv("toto_crypt.csv")
pd.read_csv("toto_decrypt.csv")
```
## A possible approach
Let's say we call this argument `encryption`. We could provide an object from `cryptography` to decode datastream directly in `pd.read_csv` call. For instance:
```python
pd.read_csv("toto_decrypt.csv", encryption = Fernet(dummykey))
```
The same approach could be used to `to_csv` (or other writing functions) to directly write encrypted data in the disk.
However, maybe this solution would imply to use the `python` engine. Directly providing the key and the encryption method (e.g. Fernet) is maybe better to work with the C engine (I am not familiar with C but there's probably equivalent method than the one I applied in python)
## API breaking implications
As far as I understand how I/O works, I think this extra argument would not break any existing code with a default value to `None`.
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44097/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44097/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44098 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44098/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44098/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44098/events | https://github.com/pandas-dev/pandas/issues/44098 | 1,030,305,359 | I_kwDOAA0YD849aTZP | 44,098 | BUG: Nullable integer dtype leads to a fragmentation PerformanceWarning | {
"avatar_url": "https://avatars.githubusercontent.com/u/1694892?v=4",
"events_url": "https://api.github.com/users/epizut/events{/privacy}",
"followers_url": "https://api.github.com/users/epizut/followers",
"following_url": "https://api.github.com/users/epizut/following{/other_user}",
"gists_url": "https://api.github.com/users/epizut/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/epizut",
"id": 1694892,
"login": "epizut",
"node_id": "MDQ6VXNlcjE2OTQ4OTI=",
"organizations_url": "https://api.github.com/users/epizut/orgs",
"received_events_url": "https://api.github.com/users/epizut/received_events",
"repos_url": "https://api.github.com/users/epizut/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/epizut/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/epizut/subscriptions",
"type": "User",
"url": "https://api.github.com/users/epizut"
} | [
{
"color": "6138b5",
"default": false,
"description": "Extending pandas with custom dtypes or arrays.",
"id": 849023693,
"name": "ExtensionArray",
"node_id": "MDU6TGFiZWw4NDkwMjM2OTM=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/ExtensionArray"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 5 | "2021-10-19T13:23:31Z" | "2021-10-21T14:38:42Z" | "2021-10-21T00:51:10Z" | 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.
- [ ] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```python
import numpy as np
import pandas as pd
df = pd.DataFrame(np.random.randint(0,100,size=(100, 100)), dtype='Int32')
df.reset_index()
```
### Issue Description
When using the new [nullable Integer](https://pandas.pydata.org/pandas-docs/stable/user_guide/integer_na.html) dtype, pandas seams to generate one [IntegerArray](https://pandas.pydata.org/docs/reference/api/pandas.arrays.IntegerArray.html) per columns.
This will inevitably leads to a fragmentation performance warning while using more than 100 columns.
```python
df = pd.DataFrame(np.random.randint(0,100,size=(100, 100)), dtype='Int32')
df.reset_index() # Warn
```
```
>>> PerformanceWarning: DataFrame is highly fragmented. This is usually the result of calling `frame.insert` many times, which has poor performance. Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
df.reset_index()
```
Of course this is due to an high number of fragments:
```python
df._data.nblocks
>>> 100
```
### Expected Behavior
Maybe we could have a proper nullable integer matrix representation
### Installed Versions
<details>
INSTALLED VERSIONS
------------------
commit : 945c9ed766a61c7d2c0a7cbb251b6edebf9cb7d5
python : 3.9.6.final.0
python-bits : 64
OS : Windows
OS-release : 10
Version : 10.0.18363
machine : AMD64
processor : Intel64 Family 6 Model 85 Stepping 4, GenuineIntel
byteorder : little
LC_ALL : None
LANG : None
LOCALE : English_United States.1252
pandas : 1.3.4
numpy : 1.21.1
pytz : 2021.1
dateutil : 2.8.2
pip : 21.2.4
setuptools : 56.0.0
Cython : None
pytest : 6.2.4
hypothesis : None
sphinx : 4.1.2
blosc : None
feather : None
xlsxwriter : None
lxml.etree : None
html5lib : None
pymysql : None
psycopg2 : None
jinja2 : 3.0.1
IPython : 7.26.0
pandas_datareader: None
bs4 : None
bottleneck : None
fsspec : 2021.07.0
fastparquet : None
gcsfs : None
matplotlib : 3.4.2
numexpr : None
odfpy : None
openpyxl : None
pandas_gbq : None
pyarrow : 5.0.0
pyxlsb : None
s3fs : None
scipy : 1.7.1
sqlalchemy : 1.4.22
tables : None
tabulate : None
xarray : 0.19.0
xlrd : None
xlwt : None
numba : None
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44098/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44098/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44099 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44099/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44099/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44099/events | https://github.com/pandas-dev/pandas/issues/44099 | 1,030,494,713 | I_kwDOAA0YD849bBn5 | 44,099 | BUG: `pd.concat` produces frames with inconsistent order when concating the ones with categorical indices | {
"avatar_url": "https://avatars.githubusercontent.com/u/62142979?v=4",
"events_url": "https://api.github.com/users/dchigarev/events{/privacy}",
"followers_url": "https://api.github.com/users/dchigarev/followers",
"following_url": "https://api.github.com/users/dchigarev/following{/other_user}",
"gists_url": "https://api.github.com/users/dchigarev/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/dchigarev",
"id": 62142979,
"login": "dchigarev",
"node_id": "MDQ6VXNlcjYyMTQyOTc5",
"organizations_url": "https://api.github.com/users/dchigarev/orgs",
"received_events_url": "https://api.github.com/users/dchigarev/received_events",
"repos_url": "https://api.github.com/users/dchigarev/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/dchigarev/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/dchigarev/subscriptions",
"type": "User",
"url": "https://api.github.com/users/dchigarev"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "02d7e1",
"default": false,
"description": "Concat, Merge/Join, Stack/Unstack, Explode",
"id": 13098779,
"name": "Reshaping",
"node_id": "MDU6TGFiZWwxMzA5ODc3OQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Reshaping"
},
{
"color": "e11d21",
"default": false,
"description": "Categorical Data Type",
"id": 78527356,
"name": "Categorical",
"node_id": "MDU6TGFiZWw3ODUyNzM1Ng==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Categorical"
}
] | open | false | null | [] | null | 0 | "2021-10-19T16:06:40Z" | "2021-10-30T23:06:26Z" | 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.
- [ ] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```python
import pandas
df1 = pandas.DataFrame(
{"col1": ["a_val", "b_val", "c_val"]},
index=pandas.CategoricalIndex(["a", "b", "c"], categories=["a", "b", "c"]),
)
df2 = pandas.DataFrame(
{"col1": ["b_val", "a_val", "c_val"]},
# The same categories as in the first frame, but the values are in a different order
index=pandas.CategoricalIndex(["b", "a", "c"], categories=["b", "a", "c"]),
)
print(pandas.concat([df1, df2]))
# Output:
# col1
# a a_val
# b b_val
# c c_val
# a b_val <-- index doesn't math the original value
# b a_val <-- index doesn't math the original value
# c c_val
```
### Issue Description
When concatenating frames with categorical indices that have the same values but they are in a different order, the order of indices does not match the order of values from the original frame.
In the reproducer above each "x" index value corresponds to the "x_val" value in the frame ("a" -> "a_val", "b" -> "b_val", ...), but in the concated frame this order is broken, the index values appears to be sorted, when the actual frame's values don't.
### Expected Behavior
An expected result would be either properly sorted result:
```python
col1
a a_val
b b_val
c c_val
a a_val
b b_val
c c_val
```
or the one that is unsorted at all:
```python
col1
a a_val
b b_val
c c_val
b b_val
a a_val
c c_val
```
### Installed Versions
<details>
INSTALLED VERSIONS
------------------
commit : 945c9ed766a61c7d2c0a7cbb251b6edebf9cb7d5
python : 3.8.10.final.0
python-bits : 64
OS : Linux
OS-release : 5.4.0-65-generic
Version : #73-Ubuntu SMP Mon Jan 18 17:25:17 UTC 2021
machine : x86_64
processor : x86_64
byteorder : little
LC_ALL : None
LANG : en_US.UTF-8
LOCALE : en_US.UTF-8
pandas : 1.3.4
numpy : 1.21.2
pytz : 2021.1
dateutil : 2.8.2
pip : 21.2.4
setuptools : 58.0.4
Cython : None
pytest : 6.2.5
hypothesis : None
sphinx : 4.2.0
blosc : None
feather : None
xlsxwriter : None
lxml.etree : None
html5lib : None
pymysql : None
psycopg2 : None
jinja2 : 3.0.1
IPython : None
pandas_datareader: None
bs4 : 4.10.0
bottleneck : None
fsspec : 2021.08.1
fastparquet : None
gcsfs : None
matplotlib : 3.4.3
numexpr : None
odfpy : None
openpyxl : 3.0.8
pandas_gbq : None
pyarrow : 3.0.0
pyxlsb : None
s3fs : 2021.08.1
scipy : None
sqlalchemy : 1.4.23
tables : None
tabulate : None
xarray : 0.19.0
xlrd : 2.0.1
xlwt : None
numba : None
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44099/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44099/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44100 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44100/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44100/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44100/events | https://github.com/pandas-dev/pandas/issues/44100 | 1,030,510,549 | I_kwDOAA0YD849bFfV | 44,100 | BUG: PeriodIndex[B].to_timestamp drops missing days | {
"avatar_url": "https://avatars.githubusercontent.com/u/8078968?v=4",
"events_url": "https://api.github.com/users/jbrockmendel/events{/privacy}",
"followers_url": "https://api.github.com/users/jbrockmendel/followers",
"following_url": "https://api.github.com/users/jbrockmendel/following{/other_user}",
"gists_url": "https://api.github.com/users/jbrockmendel/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jbrockmendel",
"id": 8078968,
"login": "jbrockmendel",
"node_id": "MDQ6VXNlcjgwNzg5Njg=",
"organizations_url": "https://api.github.com/users/jbrockmendel/orgs",
"received_events_url": "https://api.github.com/users/jbrockmendel/received_events",
"repos_url": "https://api.github.com/users/jbrockmendel/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jbrockmendel/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jbrockmendel/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jbrockmendel"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "AFEEEE",
"default": false,
"description": null,
"id": 211840,
"name": "Timeseries",
"node_id": "MDU6TGFiZWwyMTE4NDA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Timeseries"
},
{
"color": "eb6420",
"default": false,
"description": "Period data type",
"id": 60635328,
"name": "Period",
"node_id": "MDU6TGFiZWw2MDYzNTMyOA==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Period"
}
] | open | false | null | [] | null | 0 | "2021-10-19T16:22:27Z" | "2021-10-30T23:07:08Z" | null | MEMBER | 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
```python
dti = pd.date_range("2021-10-18", periods=9, freq="B")
pi = dti.to_period()
roundtrip = pi[::2].to_timestamp() # should match dti[::2] (except for roundtrip.freq)
>>> roundtrip
DatetimeIndex(['2021-10-18', '2021-10-19', '2021-10-20', '2021-10-21',
'2021-10-22'],
dtype='datetime64[ns]', freq='D')
>>> roundtrip - dti[::2] # should be timedelta-zeros
TimedeltaIndex(['0 days', '-1 days', '-2 days', '-5 days', '-6 days'], dtype='timedelta64[ns]', freq=None)
```
### Issue Description
PeriodArray.to_timestamp is returning incorrect results. Haven't checked if Period is affected, or other freqs.
### Expected Behavior
`assert (roundtrip == dti[::2]).all()`
### Installed Versions
<details>
Replace this line with the output of pd.show_versions()
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44100/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44100/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44101 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44101/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44101/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44101/events | https://github.com/pandas-dev/pandas/pull/44101 | 1,030,559,090 | PR_kwDOAA0YD84tZasH | 44,101 | DOC: Perf notes | {
"avatar_url": "https://avatars.githubusercontent.com/u/8078968?v=4",
"events_url": "https://api.github.com/users/jbrockmendel/events{/privacy}",
"followers_url": "https://api.github.com/users/jbrockmendel/followers",
"following_url": "https://api.github.com/users/jbrockmendel/following{/other_user}",
"gists_url": "https://api.github.com/users/jbrockmendel/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jbrockmendel",
"id": 8078968,
"login": "jbrockmendel",
"node_id": "MDQ6VXNlcjgwNzg5Njg=",
"organizations_url": "https://api.github.com/users/jbrockmendel/orgs",
"received_events_url": "https://api.github.com/users/jbrockmendel/received_events",
"repos_url": "https://api.github.com/users/jbrockmendel/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jbrockmendel/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jbrockmendel/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jbrockmendel"
} | [
{
"color": "3465A4",
"default": false,
"description": null,
"id": 134699,
"name": "Docs",
"node_id": "MDU6TGFiZWwxMzQ2OTk=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Docs"
},
{
"color": "a10c02",
"default": false,
"description": "Memory or execution speed performance",
"id": 8935311,
"name": "Performance",
"node_id": "MDU6TGFiZWw4OTM1MzEx",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Performance"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 2 | "2021-10-19T17:17:07Z" | "2021-10-19T22:02:49Z" | "2021-10-19T21:59:52Z" | MEMBER | null | - [ ] closes #xxxx
- [ ] 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
- [x] whatsnew entry
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44101/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44101/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44101.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44101",
"merged_at": "2021-10-19T21:59:52Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44101.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44101"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44102 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44102/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44102/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44102/events | https://github.com/pandas-dev/pandas/pull/44102 | 1,030,658,429 | PR_kwDOAA0YD84tZuXS | 44,102 | ENH: Negative Reference Percent Changes | {
"avatar_url": "https://avatars.githubusercontent.com/u/5969778?v=4",
"events_url": "https://api.github.com/users/HomelessSandwich/events{/privacy}",
"followers_url": "https://api.github.com/users/HomelessSandwich/followers",
"following_url": "https://api.github.com/users/HomelessSandwich/following{/other_user}",
"gists_url": "https://api.github.com/users/HomelessSandwich/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/HomelessSandwich",
"id": 5969778,
"login": "HomelessSandwich",
"node_id": "MDQ6VXNlcjU5Njk3Nzg=",
"organizations_url": "https://api.github.com/users/HomelessSandwich/orgs",
"received_events_url": "https://api.github.com/users/HomelessSandwich/received_events",
"repos_url": "https://api.github.com/users/HomelessSandwich/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/HomelessSandwich/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/HomelessSandwich/subscriptions",
"type": "User",
"url": "https://api.github.com/users/HomelessSandwich"
} | [] | closed | false | null | [] | null | 5 | "2021-10-19T19:14:56Z" | "2021-10-20T10:37:05Z" | "2021-10-20T10:37:00Z" | NONE | null | - [x] closes #xxxx
- [ ] 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
I recently came across a problem at work that looks like it should be solved in `pct_change`. To make the problem apperent, here is a quote from the [relative change and difference Wikipedia page](https://en.wikipedia.org/wiki/Relative_change_and_difference#Definitions):
> If we are calibrating a thermometer which reads −6 °C when it should read −10 °C, this formula for relative change (which would be called relative error in this application) gives ((−6) − (−10)) / (−10) = 4 / −10 = −0.4, yet the reading is too high To fix this problem we alter the definition of relative change so that it works correctly for all nonzero values of x<sub>reference</sub>:
The example I list in the updated docstrings is also a good example:
> -10 -> 10
Clearly it seems weird to say that the pct change is -200% for this. Dividing by the abs of the reference value fixes this to +200%. | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44102/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44102/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44102.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44102",
"merged_at": null,
"patch_url": "https://github.com/pandas-dev/pandas/pull/44102.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44102"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44103 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44103/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44103/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44103/events | https://github.com/pandas-dev/pandas/issues/44103 | 1,030,671,371 | I_kwDOAA0YD849bswL | 44,103 | BUG: Unable to set StringArray for DataFrame with single column and dtype string | {
"avatar_url": "https://avatars.githubusercontent.com/u/18338679?v=4",
"events_url": "https://api.github.com/users/ace-e4s/events{/privacy}",
"followers_url": "https://api.github.com/users/ace-e4s/followers",
"following_url": "https://api.github.com/users/ace-e4s/following{/other_user}",
"gists_url": "https://api.github.com/users/ace-e4s/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/ace-e4s",
"id": 18338679,
"login": "ace-e4s",
"node_id": "MDQ6VXNlcjE4MzM4Njc5",
"organizations_url": "https://api.github.com/users/ace-e4s/orgs",
"received_events_url": "https://api.github.com/users/ace-e4s/received_events",
"repos_url": "https://api.github.com/users/ace-e4s/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/ace-e4s/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/ace-e4s/subscriptions",
"type": "User",
"url": "https://api.github.com/users/ace-e4s"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "0b02e1",
"default": false,
"description": "Related to indexing on series/frames, not to indexes themselves",
"id": 2822098,
"name": "Indexing",
"node_id": "MDU6TGFiZWwyODIyMDk4",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Indexing"
},
{
"color": "6138b5",
"default": false,
"description": "Extending pandas with custom dtypes or arrays.",
"id": 849023693,
"name": "ExtensionArray",
"node_id": "MDU6TGFiZWw4NDkwMjM2OTM=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/ExtensionArray"
}
] | open | false | null | [] | null | 3 | "2021-10-19T19:32:00Z" | "2021-10-20T02:08:28Z" | 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.
- [ ] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```python
import pandas as pd
df_single = pd.DataFrame(data={"a": [None, "two"]}, index=[0, 1], dtype="string")
df_multi = pd.DataFrame(data={"a": [None, "two"], "b":["1", "2"]}, index=[0, 1], dtype="string")
# ok
df_single.loc[0, ["a"]] = "one"
# ok
df_multi.loc[0, ["a"]] = "one"
# not ok
df_single.loc[0, ["a"]] = ["one"]
# ok
df_multi.loc[0, ["a"]] = ["one"]
# not ok
df_single.loc[0, ["a"]] = pd.array(["one"], dtype="string")
# ok
df_multi.loc[0, ["a"]] = pd.array(["one"], dtype="string")
```
### Issue Description
When attempting to set a single value (string array) into an DataFrame with single column and dtype string, exception is raised: `ValueError: setting an array element with a sequence.`
The code example shows same operation performed different ways with a DataFrame with single and multiple columns. No issue when DataFrame has more than one column.
### Expected Behavior
Set the value as in DataFrame with multiple columns.
### Installed Versions
<details>
INSTALLED VERSIONS
------------------
commit : 945c9ed766a61c7d2c0a7cbb251b6edebf9cb7d5
python : 3.8.10.final.0
python-bits : 64
OS : Windows
OS-release : 10
Version : 10.0.19043
machine : AMD64
processor : Intel64 Family 6 Model 142 Stepping 12, GenuineIntel
byteorder : little
LC_ALL : None
LANG : None
LOCALE : Norwegian Bokmål_Norway.1252
pandas : 1.3.4
numpy : 1.20.3
pytz : 2021.3
dateutil : 2.8.2
pip : 21.1.3
setuptools : 58.2.0
Cython : None
pytest : 6.2.5
hypothesis : None
sphinx : 4.0.2
blosc : None
feather : None
xlsxwriter : None
lxml.etree : None
html5lib : None
pymysql : None
psycopg2 : None
jinja2 : 3.0.2
IPython : 7.28.0
pandas_datareader: None
bs4 : 4.9.3
bottleneck : None
fsspec : None
fastparquet : None
gcsfs : None
matplotlib : None
numexpr : None
odfpy : None
openpyxl : None
pandas_gbq : None
pyarrow : 5.0.0
pyxlsb : None
s3fs : None
scipy : 1.7.1
sqlalchemy : None
tables : None
tabulate : None
xarray : None
xlrd : None
xlwt : None
numba : 0.54.0
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44103/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44103/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44104 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44104/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44104/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44104/events | https://github.com/pandas-dev/pandas/issues/44104 | 1,030,674,227 | I_kwDOAA0YD849btcz | 44,104 | BUG: DataFrame.update do not preserve string dtype | {
"avatar_url": "https://avatars.githubusercontent.com/u/18338679?v=4",
"events_url": "https://api.github.com/users/ace-e4s/events{/privacy}",
"followers_url": "https://api.github.com/users/ace-e4s/followers",
"following_url": "https://api.github.com/users/ace-e4s/following{/other_user}",
"gists_url": "https://api.github.com/users/ace-e4s/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/ace-e4s",
"id": 18338679,
"login": "ace-e4s",
"node_id": "MDQ6VXNlcjE4MzM4Njc5",
"organizations_url": "https://api.github.com/users/ace-e4s/orgs",
"received_events_url": "https://api.github.com/users/ace-e4s/received_events",
"repos_url": "https://api.github.com/users/ace-e4s/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/ace-e4s/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/ace-e4s/subscriptions",
"type": "User",
"url": "https://api.github.com/users/ace-e4s"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "e102d8",
"default": false,
"description": "Unexpected or buggy dtype conversions",
"id": 31404521,
"name": "Dtype Conversions",
"node_id": "MDU6TGFiZWwzMTQwNDUyMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Dtype%20Conversions"
},
{
"color": "5319e7",
"default": false,
"description": "String extension data type and string data",
"id": 57522093,
"name": "Strings",
"node_id": "MDU6TGFiZWw1NzUyMjA5Mw==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Strings"
}
] | open | false | null | [] | null | 2 | "2021-10-19T19:35:34Z" | "2021-10-30T23:08:25Z" | 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.
- [ ] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```python
df_org = pd.DataFrame({"a": [None, "two"], "b": [1, 2]}, index=[0, 1]).astype({"a": "string", "b": "Int64"})
df_update = pd.DataFrame({"a": ["one"]}, index=[0], dtype="string")
print(df_org, "\n")
print(df_org.dtypes, "\n")
print(df_update, "\n")
print(df_update.dtypes, "\n")
# update with consistent dtype
df_org.update(df_update)
print(df_org, "\n")
print(df_org.dtypes, "\n")
# dtype not conserved - string -> object
```
### Issue Description
String dtype column is casted to object when .update is performed even when the "other" dataframe has consistent dtypes. See code example
### Expected Behavior
The dtype should be preserved after the update operation, i.e., string should remain string and not casted to object.
### Installed Versions
<details>
INSTALLED VERSIONS
------------------
commit : 945c9ed766a61c7d2c0a7cbb251b6edebf9cb7d5
python : 3.8.10.final.0
python-bits : 64
OS : Windows
OS-release : 10
Version : 10.0.19043
machine : AMD64
processor : Intel64 Family 6 Model 142 Stepping 12, GenuineIntel
byteorder : little
LC_ALL : None
LANG : None
LOCALE : Norwegian Bokmål_Norway.1252
pandas : 1.3.4
numpy : 1.20.3
pytz : 2021.3
dateutil : 2.8.2
pip : 21.1.3
setuptools : 58.2.0
Cython : None
pytest : 6.2.5
hypothesis : None
sphinx : 4.0.2
blosc : None
feather : None
xlsxwriter : None
lxml.etree : None
html5lib : None
pymysql : None
psycopg2 : None
jinja2 : 3.0.2
IPython : 7.28.0
pandas_datareader: None
bs4 : 4.9.3
bottleneck : None
fsspec : None
fastparquet : None
gcsfs : None
matplotlib : None
numexpr : None
odfpy : None
openpyxl : None
pandas_gbq : None
pyarrow : 5.0.0
pyxlsb : None
s3fs : None
scipy : 1.7.1
sqlalchemy : None
tables : None
tabulate : None
xarray : None
xlrd : None
xlwt : None
numba : 0.54.0
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44104/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44104/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44105 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44105/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44105/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44105/events | https://github.com/pandas-dev/pandas/pull/44105 | 1,030,704,226 | PR_kwDOAA0YD84tZ37f | 44,105 | BUG: PeriodIndex[B].to_timestamp inferring "D" instead of "B". | {
"avatar_url": "https://avatars.githubusercontent.com/u/8078968?v=4",
"events_url": "https://api.github.com/users/jbrockmendel/events{/privacy}",
"followers_url": "https://api.github.com/users/jbrockmendel/followers",
"following_url": "https://api.github.com/users/jbrockmendel/following{/other_user}",
"gists_url": "https://api.github.com/users/jbrockmendel/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jbrockmendel",
"id": 8078968,
"login": "jbrockmendel",
"node_id": "MDQ6VXNlcjgwNzg5Njg=",
"organizations_url": "https://api.github.com/users/jbrockmendel/orgs",
"received_events_url": "https://api.github.com/users/jbrockmendel/received_events",
"repos_url": "https://api.github.com/users/jbrockmendel/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jbrockmendel/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jbrockmendel/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jbrockmendel"
} | [
{
"color": "AFEEEE",
"default": false,
"description": null,
"id": 211840,
"name": "Timeseries",
"node_id": "MDU6TGFiZWwyMTE4NDA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Timeseries"
},
{
"color": "eb6420",
"default": false,
"description": "Period data type",
"id": 60635328,
"name": "Period",
"node_id": "MDU6TGFiZWw2MDYzNTMyOA==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Period"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 8 | "2021-10-19T20:15:59Z" | "2021-11-11T13:41:52Z" | "2021-11-11T13:41:52Z" | MEMBER | null | - [ ] closes #xxxx
- [x] 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
- [x] whatsnew entry
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44105/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44105/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44105.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44105",
"merged_at": "2021-11-11T13:41:52Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44105.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44105"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44106 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44106/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44106/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44106/events | https://github.com/pandas-dev/pandas/issues/44106 | 1,030,724,363 | I_kwDOAA0YD849b5sL | 44,106 | PERF: read_csv() very slow after updating to version 1.3.4 for CSV file with large number of columns | {
"avatar_url": "https://avatars.githubusercontent.com/u/6323151?v=4",
"events_url": "https://api.github.com/users/haghshenas/events{/privacy}",
"followers_url": "https://api.github.com/users/haghshenas/followers",
"following_url": "https://api.github.com/users/haghshenas/following{/other_user}",
"gists_url": "https://api.github.com/users/haghshenas/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/haghshenas",
"id": 6323151,
"login": "haghshenas",
"node_id": "MDQ6VXNlcjYzMjMxNTE=",
"organizations_url": "https://api.github.com/users/haghshenas/orgs",
"received_events_url": "https://api.github.com/users/haghshenas/received_events",
"repos_url": "https://api.github.com/users/haghshenas/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/haghshenas/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/haghshenas/subscriptions",
"type": "User",
"url": "https://api.github.com/users/haghshenas"
} | [
{
"color": "a10c02",
"default": false,
"description": "Memory or execution speed performance",
"id": 8935311,
"name": "Performance",
"node_id": "MDU6TGFiZWw4OTM1MzEx",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Performance"
},
{
"color": "0052cc",
"default": false,
"description": "Issue that has not been reviewed by a pandas team member",
"id": 1954720290,
"name": "Needs Triage",
"node_id": "MDU6TGFiZWwxOTU0NzIwMjkw",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Needs%20Triage"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 47,
"created_at": "2021-10-16T17:29:59Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/13159005?v=4",
"events_url": "https://api.github.com/users/simonjayhawkins/events{/privacy}",
"followers_url": "https://api.github.com/users/simonjayhawkins/followers",
"following_url": "https://api.github.com/users/simonjayhawkins/following{/other_user}",
"gists_url": "https://api.github.com/users/simonjayhawkins/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/simonjayhawkins",
"id": 13159005,
"login": "simonjayhawkins",
"node_id": "MDQ6VXNlcjEzMTU5MDA1",
"organizations_url": "https://api.github.com/users/simonjayhawkins/orgs",
"received_events_url": "https://api.github.com/users/simonjayhawkins/received_events",
"repos_url": "https://api.github.com/users/simonjayhawkins/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/simonjayhawkins/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/simonjayhawkins/subscriptions",
"type": "User",
"url": "https://api.github.com/users/simonjayhawkins"
},
"description": "on-merge: backport to 1.3.x",
"due_on": "2021-11-28T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/91",
"id": 7259169,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/91/labels",
"node_id": "MI_kwDOAA0YD84AbsQh",
"number": 91,
"open_issues": 23,
"state": "open",
"title": "1.3.5",
"updated_at": "2021-11-21T13:42:45Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/91"
} | 3 | "2021-10-19T20:42:11Z" | "2021-10-26T20:26:51Z" | "2021-10-26T20:26:51Z" | NONE | null | ###
- [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
For the sake of this bug report, I created a relatively small CSV file of random numbers. My real CSV is of shape `(200, 662688)` and for that, updating to pandas 1.3.4 increased the time for loading from 1 minute to over 2 hours!
My investigation showed all 1.3.* versions have the same issue.
```python3
import os
import pandas
import numpy
import timeit
def generate_sample():
if os.path.exists("test_small.csv.gz") == False:
nb_col = 100000
nb_row = 5
feature_list = {'sample': ['s_' + str(i+1) for i in range(nb_row)]}
for i in range(nb_col):
feature_list.update({'feature_' + str(i+1): list(numpy.random.uniform(low=0, high=10, size=nb_row))})
df = pandas.DataFrame(feature_list)
df.to_csv("test_small.csv.gz", index=False, float_format="%.6f")
def load_csv_file():
col_names = pandas.read_csv("test_small.csv.gz", low_memory=False, nrows=1).columns
types_dict = {col: numpy.float32 for col in col_names}
types_dict.update({'sample': str})
feature_df = pandas.read_csv("test_small.csv.gz", index_col="sample", na_filter=False, dtype=types_dict, low_memory=False)
print("loaded dataframe shape:", feature_df.shape)
>>> generate_sample()
>>> pandas.__version__
'1.3.4'
>>> timeit.timeit(load_csv_file, number=1)
loaded dataframe shape: (5, 100000)
216.38200060278177
```
### Installed Versions
<details>
INSTALLED VERSIONS
------------------
commit : 945c9ed766a61c7d2c0a7cbb251b6edebf9cb7d5
python : 3.8.10.final.0
python-bits : 64
OS : Linux
OS-release : 5.4.0-67-generic
Version : #75-Ubuntu SMP Fri Feb 19 18:03:38 UTC 2021
machine : x86_64
processor : x86_64
byteorder : little
LC_ALL : None
LANG : en_US.UTF-8
LOCALE : en_US.UTF-8
pandas : 1.3.4
numpy : 1.21.2
pytz : 2021.3
dateutil : 2.8.2
pip : 21.3
setuptools : 44.0.0
Cython : 0.29.24
pytest : None
hypothesis : None
sphinx : None
blosc : None
feather : None
xlsxwriter : None
lxml.etree : None
html5lib : None
pymysql : None
psycopg2 : None
jinja2 : 3.0.2
IPython : 7.28.0
pandas_datareader: None
bs4 : None
bottleneck : None
fsspec : None
fastparquet : None
gcsfs : None
matplotlib : 3.4.3
numexpr : None
odfpy : None
openpyxl : None
pandas_gbq : None
pyarrow : None
pyxlsb : None
s3fs : None
scipy : 1.7.1
sqlalchemy : None
tables : None
tabulate : None
xarray : None
xlrd : None
xlwt : None
numba : None
</details>
### Prior Performance
```python3
import os
import pandas
import numpy
import timeit
def generate_sample():
if os.path.exists("test_small.csv.gz") == False:
nb_col = 100000
nb_row = 5
feature_list = {'sample': ['s_' + str(i+1) for i in range(nb_row)]}
for i in range(nb_col):
feature_list.update({'feature_' + str(i+1): list(numpy.random.uniform(low=0, high=10, size=nb_row))})
df = pandas.DataFrame(feature_list)
df.to_csv("test_small.csv.gz", index=False, float_format="%.6f")
def load_csv_file():
col_names = pandas.read_csv("test_small.csv.gz", low_memory=False, nrows=1).columns
types_dict = {col: numpy.float32 for col in col_names}
types_dict.update({'sample': str})
feature_df = pandas.read_csv("test_small.csv.gz", index_col="sample", na_filter=False, dtype=types_dict, low_memory=False)
print("loaded dataframe shape:", feature_df.shape)
>>> generate_sample()
>>> pandas.__version__
'1.2.5'
>>> timeit.timeit(load_csv_file, number=1)
loaded dataframe shape: (5, 100000)
6.001252222806215
``` | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44106/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44106/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44107 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44107/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44107/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44107/events | https://github.com/pandas-dev/pandas/pull/44107 | 1,030,792,886 | PR_kwDOAA0YD84taJ39 | 44,107 | BUG: RangeIndex.difference missed case | {
"avatar_url": "https://avatars.githubusercontent.com/u/8078968?v=4",
"events_url": "https://api.github.com/users/jbrockmendel/events{/privacy}",
"followers_url": "https://api.github.com/users/jbrockmendel/followers",
"following_url": "https://api.github.com/users/jbrockmendel/following{/other_user}",
"gists_url": "https://api.github.com/users/jbrockmendel/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jbrockmendel",
"id": 8078968,
"login": "jbrockmendel",
"node_id": "MDQ6VXNlcjgwNzg5Njg=",
"organizations_url": "https://api.github.com/users/jbrockmendel/orgs",
"received_events_url": "https://api.github.com/users/jbrockmendel/received_events",
"repos_url": "https://api.github.com/users/jbrockmendel/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jbrockmendel/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jbrockmendel/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jbrockmendel"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "e99695",
"default": false,
"description": "Related to the Index class or subclasses",
"id": 1218227310,
"name": "Index",
"node_id": "MDU6TGFiZWwxMjE4MjI3MzEw",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Index"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 1 | "2021-10-19T22:24:16Z" | "2021-10-20T21:51:49Z" | "2021-10-20T21:06:43Z" | MEMBER | null | Need to figure out why running hypothesis locally (repeatedly) isn't catching the ones caught on the CI. | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44107/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44107/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44107.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44107",
"merged_at": "2021-10-20T21:06:43Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44107.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44107"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44108 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44108/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44108/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44108/events | https://github.com/pandas-dev/pandas/pull/44108 | 1,030,876,445 | PR_kwDOAA0YD84taa64 | 44,108 | DOC: rolling constructor | {
"avatar_url": "https://avatars.githubusercontent.com/u/10647082?v=4",
"events_url": "https://api.github.com/users/mroeschke/events{/privacy}",
"followers_url": "https://api.github.com/users/mroeschke/followers",
"following_url": "https://api.github.com/users/mroeschke/following{/other_user}",
"gists_url": "https://api.github.com/users/mroeschke/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/mroeschke",
"id": 10647082,
"login": "mroeschke",
"node_id": "MDQ6VXNlcjEwNjQ3MDgy",
"organizations_url": "https://api.github.com/users/mroeschke/orgs",
"received_events_url": "https://api.github.com/users/mroeschke/received_events",
"repos_url": "https://api.github.com/users/mroeschke/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/mroeschke/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/mroeschke/subscriptions",
"type": "User",
"url": "https://api.github.com/users/mroeschke"
} | [
{
"color": "3465A4",
"default": false,
"description": null,
"id": 134699,
"name": "Docs",
"node_id": "MDU6TGFiZWwxMzQ2OTk=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Docs"
},
{
"color": "d4c5f9",
"default": false,
"description": "rolling, ewma, expanding",
"id": 1045950827,
"name": "Window",
"node_id": "MDU6TGFiZWwxMDQ1OTUwODI3",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Window"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 0 | "2021-10-20T01:22:12Z" | "2021-10-21T01:48:39Z" | "2021-10-21T00:56:13Z" | MEMBER | null | - [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
* Made language more consistent in the `Parameters`
* Organized and added more `Examples`
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44108/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44108/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44108.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44108",
"merged_at": "2021-10-21T00:56:13Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44108.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44108"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44109 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44109/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44109/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44109/events | https://github.com/pandas-dev/pandas/issues/44109 | 1,030,905,573 | I_kwDOAA0YD849cl7l | 44,109 | DataFrame index name reset after appending a list of Series | {
"avatar_url": "https://avatars.githubusercontent.com/u/57646?v=4",
"events_url": "https://api.github.com/users/jabowery/events{/privacy}",
"followers_url": "https://api.github.com/users/jabowery/followers",
"following_url": "https://api.github.com/users/jabowery/following{/other_user}",
"gists_url": "https://api.github.com/users/jabowery/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jabowery",
"id": 57646,
"login": "jabowery",
"node_id": "MDQ6VXNlcjU3NjQ2",
"organizations_url": "https://api.github.com/users/jabowery/orgs",
"received_events_url": "https://api.github.com/users/jabowery/received_events",
"repos_url": "https://api.github.com/users/jabowery/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jabowery/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jabowery/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jabowery"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "02d7e1",
"default": false,
"description": "Concat, Merge/Join, Stack/Unstack, Explode",
"id": 13098779,
"name": "Reshaping",
"node_id": "MDU6TGFiZWwxMzA5ODc3OQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Reshaping"
},
{
"color": "e99695",
"default": false,
"description": "Related to the Index class or subclasses",
"id": 1218227310,
"name": "Index",
"node_id": "MDU6TGFiZWwxMjE4MjI3MzEw",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Index"
}
] | closed | false | {
"avatar_url": "https://avatars.githubusercontent.com/u/9055281?v=4",
"events_url": "https://api.github.com/users/robbertjan94/events{/privacy}",
"followers_url": "https://api.github.com/users/robbertjan94/followers",
"following_url": "https://api.github.com/users/robbertjan94/following{/other_user}",
"gists_url": "https://api.github.com/users/robbertjan94/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/robbertjan94",
"id": 9055281,
"login": "robbertjan94",
"node_id": "MDQ6VXNlcjkwNTUyODE=",
"organizations_url": "https://api.github.com/users/robbertjan94/orgs",
"received_events_url": "https://api.github.com/users/robbertjan94/received_events",
"repos_url": "https://api.github.com/users/robbertjan94/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/robbertjan94/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/robbertjan94/subscriptions",
"type": "User",
"url": "https://api.github.com/users/robbertjan94"
} | [
{
"avatar_url": "https://avatars.githubusercontent.com/u/9055281?v=4",
"events_url": "https://api.github.com/users/robbertjan94/events{/privacy}",
"followers_url": "https://api.github.com/users/robbertjan94/followers",
"following_url": "https://api.github.com/users/robbertjan94/following{/other_user}",
"gists_url": "https://api.github.com/users/robbertjan94/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/robbertjan94",
"id": 9055281,
"login": "robbertjan94",
"node_id": "MDQ6VXNlcjkwNTUyODE=",
"organizations_url": "https://api.github.com/users/robbertjan94/orgs",
"received_events_url": "https://api.github.com/users/robbertjan94/received_events",
"repos_url": "https://api.github.com/users/robbertjan94/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/robbertjan94/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/robbertjan94/subscriptions",
"type": "User",
"url": "https://api.github.com/users/robbertjan94"
}
] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 2 | "2021-10-20T02:19:07Z" | "2021-11-05T00:52:46Z" | "2021-11-05T00:52:46Z" | 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
```python
pd.__version__
'1.4.0.dev0+938.g1bcb84175c'
df = pd.DataFrame([[1,2],[3,4]],index = pd.Index(['a','b'],name='keepthisname'))
0 1
keepthisname
a 1 2
b 3 4
serc = pd.Series([5,6],name='c')
0 5
1 6
Name: c, dtype: int64
dfc = df.append(serc) # one at a time works
0 1
keepthisname
a 1 2
b 3 4
c 5 6
serd = pd.Series([7,8],name='d') # as further evidenced with this...
dfc.append(serd)
0 1
keepthisname
a 1 2
b 3 4
c 5 6
d 7 8
df.append([serc,serd]) # but this resets the name of the index
0 1
a 1 2
b 3 4
c 5 6
d 7 8
```
### Issue Description
DataFrame append of a list of Series conforming to the index resets the name of the index.
### Expected Behavior
The same as adding each element of the Series in a loop.
### Installed Versions
Built from source:
pd.__version__
'1.4.0.dev0+938.g1bcb84175c' | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44109/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44109/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44110 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44110/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44110/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44110/events | https://github.com/pandas-dev/pandas/pull/44110 | 1,030,954,308 | PR_kwDOAA0YD84taqps | 44,110 | DOC: expanding constructor | {
"avatar_url": "https://avatars.githubusercontent.com/u/10647082?v=4",
"events_url": "https://api.github.com/users/mroeschke/events{/privacy}",
"followers_url": "https://api.github.com/users/mroeschke/followers",
"following_url": "https://api.github.com/users/mroeschke/following{/other_user}",
"gists_url": "https://api.github.com/users/mroeschke/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/mroeschke",
"id": 10647082,
"login": "mroeschke",
"node_id": "MDQ6VXNlcjEwNjQ3MDgy",
"organizations_url": "https://api.github.com/users/mroeschke/orgs",
"received_events_url": "https://api.github.com/users/mroeschke/received_events",
"repos_url": "https://api.github.com/users/mroeschke/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/mroeschke/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/mroeschke/subscriptions",
"type": "User",
"url": "https://api.github.com/users/mroeschke"
} | [
{
"color": "3465A4",
"default": false,
"description": null,
"id": 134699,
"name": "Docs",
"node_id": "MDU6TGFiZWwxMzQ2OTk=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Docs"
},
{
"color": "d4c5f9",
"default": false,
"description": "rolling, ewma, expanding",
"id": 1045950827,
"name": "Window",
"node_id": "MDU6TGFiZWwxMDQ1OTUwODI3",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Window"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 0 | "2021-10-20T04:12:41Z" | "2021-10-21T01:48:30Z" | "2021-10-21T00:54:52Z" | MEMBER | null | - [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
* Made language more consistent in the Parameters
* Organized and added more Examples
* Added missing deprecation tag for `center`
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44110/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44110/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44110.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44110",
"merged_at": "2021-10-21T00:54:52Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44110.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44110"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44111 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44111/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44111/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44111/events | https://github.com/pandas-dev/pandas/pull/44111 | 1,030,971,488 | PR_kwDOAA0YD84tauNX | 44,111 | DOC: ewm constructor | {
"avatar_url": "https://avatars.githubusercontent.com/u/10647082?v=4",
"events_url": "https://api.github.com/users/mroeschke/events{/privacy}",
"followers_url": "https://api.github.com/users/mroeschke/followers",
"following_url": "https://api.github.com/users/mroeschke/following{/other_user}",
"gists_url": "https://api.github.com/users/mroeschke/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/mroeschke",
"id": 10647082,
"login": "mroeschke",
"node_id": "MDQ6VXNlcjEwNjQ3MDgy",
"organizations_url": "https://api.github.com/users/mroeschke/orgs",
"received_events_url": "https://api.github.com/users/mroeschke/received_events",
"repos_url": "https://api.github.com/users/mroeschke/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/mroeschke/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/mroeschke/subscriptions",
"type": "User",
"url": "https://api.github.com/users/mroeschke"
} | [
{
"color": "3465A4",
"default": false,
"description": null,
"id": 134699,
"name": "Docs",
"node_id": "MDU6TGFiZWwxMzQ2OTk=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Docs"
},
{
"color": "d4c5f9",
"default": false,
"description": "rolling, ewma, expanding",
"id": 1045950827,
"name": "Window",
"node_id": "MDU6TGFiZWwxMDQ1OTUwODI3",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Window"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 4 | "2021-10-20T04:51:02Z" | "2021-10-21T09:17:19Z" | "2021-10-21T00:58:05Z" | MEMBER | null | - [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
* Made language more consistent in the Parameters
* Organized and added more Examples
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44111/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44111/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44111.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44111",
"merged_at": "2021-10-21T00:58:05Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44111.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44111"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44112 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44112/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44112/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44112/events | https://github.com/pandas-dev/pandas/issues/44112 | 1,031,345,022 | I_kwDOAA0YD849eRN- | 44,112 | BUG: test_constructor_does_not_cast_to_float fails on aarch64, armv7 and armv6 | {
"avatar_url": "https://avatars.githubusercontent.com/u/1826137?v=4",
"events_url": "https://api.github.com/users/ggardet/events{/privacy}",
"followers_url": "https://api.github.com/users/ggardet/followers",
"following_url": "https://api.github.com/users/ggardet/following{/other_user}",
"gists_url": "https://api.github.com/users/ggardet/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/ggardet",
"id": 1826137,
"login": "ggardet",
"node_id": "MDQ6VXNlcjE4MjYxMzc=",
"organizations_url": "https://api.github.com/users/ggardet/orgs",
"received_events_url": "https://api.github.com/users/ggardet/received_events",
"repos_url": "https://api.github.com/users/ggardet/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/ggardet/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/ggardet/subscriptions",
"type": "User",
"url": "https://api.github.com/users/ggardet"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "C4A000",
"default": false,
"description": "pandas testing functions or related to the test suite",
"id": 127685,
"name": "Testing",
"node_id": "MDU6TGFiZWwxMjc2ODU=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Testing"
},
{
"color": "c2e0c6",
"default": false,
"description": "aarch64 architecture",
"id": 2628846204,
"name": "ARM",
"node_id": "MDU6TGFiZWwyNjI4ODQ2MjA0",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/ARM"
}
] | open | false | null | [] | null | 0 | "2021-10-20T12:22:02Z" | "2021-10-30T23:09:40Z" | 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.
- [ ] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
Run test_constructor_does_not_cast_to_float on aarch64, armv7 and armv6
### Issue Description
On openSUSE Tumbleweed `test_constructor_does_not_cast_to_float` fails for aarch64, armv7 and armv6.
Log:
```
[ 8767s] =================================== FAILURES ===================================
[ 8767s] ___________ TestUInt64Index.test_constructor_does_not_cast_to_float ____________
[ 8767s] [gw1] linux -- Python 3.9.7 /usr/bin/python3.9
[ 8767s] [XPASS(strict)] https://github.com/numpy/numpy/issues/19146
```
### Expected Behavior
Test should pass on aarch64, armv7 and armv6.
### Installed Versions
Numpy 1.21.2 | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44112/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44112/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44113 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44113/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44113/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44113/events | https://github.com/pandas-dev/pandas/pull/44113 | 1,031,363,867 | PR_kwDOAA0YD84tb_fh | 44,113 | CLN: clean TODOs in csv test | {
"avatar_url": "https://avatars.githubusercontent.com/u/7614606?v=4",
"events_url": "https://api.github.com/users/fangchenli/events{/privacy}",
"followers_url": "https://api.github.com/users/fangchenli/followers",
"following_url": "https://api.github.com/users/fangchenli/following{/other_user}",
"gists_url": "https://api.github.com/users/fangchenli/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/fangchenli",
"id": 7614606,
"login": "fangchenli",
"node_id": "MDQ6VXNlcjc2MTQ2MDY=",
"organizations_url": "https://api.github.com/users/fangchenli/orgs",
"received_events_url": "https://api.github.com/users/fangchenli/received_events",
"repos_url": "https://api.github.com/users/fangchenli/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/fangchenli/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/fangchenli/subscriptions",
"type": "User",
"url": "https://api.github.com/users/fangchenli"
} | [
{
"color": "C4A000",
"default": false,
"description": "pandas testing functions or related to the test suite",
"id": 127685,
"name": "Testing",
"node_id": "MDU6TGFiZWwxMjc2ODU=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Testing"
},
{
"color": "5319e7",
"default": false,
"description": "read_csv, to_csv",
"id": 47229171,
"name": "IO CSV",
"node_id": "MDU6TGFiZWw0NzIyOTE3MQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/IO%20CSV"
},
{
"color": "207de5",
"default": false,
"description": null,
"id": 211029535,
"name": "Clean",
"node_id": "MDU6TGFiZWwyMTEwMjk1MzU=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Clean"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 1 | "2021-10-20T12:41:09Z" | "2021-10-20T17:25:31Z" | "2021-10-20T17:25:26Z" | MEMBER | null | null | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44113/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44113/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44113.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44113",
"merged_at": "2021-10-20T17:25:26Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44113.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44113"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44114 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44114/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44114/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44114/events | https://github.com/pandas-dev/pandas/pull/44114 | 1,031,368,711 | PR_kwDOAA0YD84tcAhs | 44,114 | TST: Adding test for checking that plotting grid param by default is mpl.rcParams['axes.grid'] | {
"avatar_url": "https://avatars.githubusercontent.com/u/16210997?v=4",
"events_url": "https://api.github.com/users/bdrum/events{/privacy}",
"followers_url": "https://api.github.com/users/bdrum/followers",
"following_url": "https://api.github.com/users/bdrum/following{/other_user}",
"gists_url": "https://api.github.com/users/bdrum/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/bdrum",
"id": 16210997,
"login": "bdrum",
"node_id": "MDQ6VXNlcjE2MjEwOTk3",
"organizations_url": "https://api.github.com/users/bdrum/orgs",
"received_events_url": "https://api.github.com/users/bdrum/received_events",
"repos_url": "https://api.github.com/users/bdrum/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/bdrum/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/bdrum/subscriptions",
"type": "User",
"url": "https://api.github.com/users/bdrum"
} | [] | closed | false | null | [] | null | 1 | "2021-10-20T12:46:18Z" | "2021-10-24T14:50:05Z" | "2021-10-24T14:41:08Z" | CONTRIBUTOR | null | - [ ] Related to #3188
- [ ] tests added to pandas/tests/plotting/test_style.py and 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
- [ ] Seems the issue is obsolete. As I can see now the tested behavior is by design with matplotlib backend for visualization, but more tests is better ;)
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44114/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44114/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44114.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44114",
"merged_at": null,
"patch_url": "https://github.com/pandas-dev/pandas/pull/44114.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44114"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44115 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44115/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44115/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44115/events | https://github.com/pandas-dev/pandas/pull/44115 | 1,031,613,248 | PR_kwDOAA0YD84tczsg | 44,115 | BUG: ignore EAs when counting blocks to raise fragmentation PerformanceWarning | {
"avatar_url": "https://avatars.githubusercontent.com/u/1020496?v=4",
"events_url": "https://api.github.com/users/jorisvandenbossche/events{/privacy}",
"followers_url": "https://api.github.com/users/jorisvandenbossche/followers",
"following_url": "https://api.github.com/users/jorisvandenbossche/following{/other_user}",
"gists_url": "https://api.github.com/users/jorisvandenbossche/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jorisvandenbossche",
"id": 1020496,
"login": "jorisvandenbossche",
"node_id": "MDQ6VXNlcjEwMjA0OTY=",
"organizations_url": "https://api.github.com/users/jorisvandenbossche/orgs",
"received_events_url": "https://api.github.com/users/jorisvandenbossche/received_events",
"repos_url": "https://api.github.com/users/jorisvandenbossche/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jorisvandenbossche/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jorisvandenbossche/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jorisvandenbossche"
} | [
{
"color": "0052cc",
"default": false,
"description": "pandas objects compatability with Numpy or Python functions",
"id": 76865106,
"name": "Compat",
"node_id": "MDU6TGFiZWw3Njg2NTEwNg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Compat"
},
{
"color": "6138b5",
"default": false,
"description": "Extending pandas with custom dtypes or arrays.",
"id": 849023693,
"name": "ExtensionArray",
"node_id": "MDU6TGFiZWw4NDkwMjM2OTM=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/ExtensionArray"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 3 | "2021-10-20T16:36:05Z" | "2021-10-21T06:04:48Z" | "2021-10-21T00:51:10Z" | MEMBER | null | Closes #44098
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44115/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44115/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44115.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44115",
"merged_at": "2021-10-21T00:51:10Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44115.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44115"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44116 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44116/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44116/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44116/events | https://github.com/pandas-dev/pandas/issues/44116 | 1,031,654,473 | I_kwDOAA0YD849fcxJ | 44,116 | CI: flake-rst updated? | {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
} | [
{
"color": "a2bca7",
"default": false,
"description": "Continuous Integration",
"id": 48070600,
"name": "CI",
"node_id": "MDU6TGFiZWw0ODA3MDYwMA==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/CI"
},
{
"color": "eb6420",
"default": false,
"description": "Code style, linting, code_checks",
"id": 106935113,
"name": "Code Style",
"node_id": "MDU6TGFiZWwxMDY5MzUxMTM=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Code%20Style"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 1 | "2021-10-20T17:25:01Z" | "2021-10-21T17:45:26Z" | "2021-10-21T17:45:26Z" | CONTRIBUTOR | null | https://github.com/pandas-dev/pandas/pull/44113/checks?check_run_id=3951570101
did flake-rst update and break the pre-commit?
cc @pandas-dev/pandas-core | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44116/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44116/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44117 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44117/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44117/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44117/events | https://github.com/pandas-dev/pandas/issues/44117 | 1,031,665,248 | I_kwDOAA0YD849ffZg | 44,117 | ENH: Update Series/DataFrame Constructor args to Enable `dtype` Forced Conversion on Creation | {
"avatar_url": "https://avatars.githubusercontent.com/u/77850046?v=4",
"events_url": "https://api.github.com/users/adamgranthendry/events{/privacy}",
"followers_url": "https://api.github.com/users/adamgranthendry/followers",
"following_url": "https://api.github.com/users/adamgranthendry/following{/other_user}",
"gists_url": "https://api.github.com/users/adamgranthendry/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/adamgranthendry",
"id": 77850046,
"login": "adamgranthendry",
"node_id": "MDQ6VXNlcjc3ODUwMDQ2",
"organizations_url": "https://api.github.com/users/adamgranthendry/orgs",
"received_events_url": "https://api.github.com/users/adamgranthendry/received_events",
"repos_url": "https://api.github.com/users/adamgranthendry/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/adamgranthendry/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/adamgranthendry/subscriptions",
"type": "User",
"url": "https://api.github.com/users/adamgranthendry"
} | [] | closed | false | null | [] | null | 2 | "2021-10-20T17:38:33Z" | "2021-10-30T23:12:42Z" | "2021-10-30T23:12:42Z" | NONE | null | Users often know the data types they want to convert their columns to at creation.
1. Can the `pd.Series` constructor be given an additional argument `errors` (default `raise`) to optionally convert all values to a specified type (`pd.NA` or `np.nan` if cannot cast) at creation?
e.g. Currently, the following raises a `ValueError`:
```python
>>> a = pd.Series(['a', 1, 3, ''], dtype=np.int)
ValueError: invalid literal for int() with base 10: 'a'
```
However, it would be nice to have the following capability:
```python
>>> a = pd.Series(['a', 1, 3, ''], dtype=np.int, errors="coerce")
>>> a
0 NaN
1 1
2 3
3 NaN
dtype: int32
```
2. Extending to the `pd.DataFrame` constructor, can the `dtype` argument be altered to something like `Union[pd._typing.Dtype, Dict[str, pd._typing.Dtype] | None` such that the user could pass in a dictionaries of columns as strings with `dtype` values they want to convert them to?
(Again, the an argument `errors` (default `raise`) should be added so `ValueError`s are still raised unless the user explicitly sets `errors=coerce`)
Currently, it is common that users must get each `DataFrame` column to convert manually after it is created, convert its `dtype` with a `to_..()` method using `errors=coerce`, and reassign back to the `DataFrame` column (since the `to_...()` methods have no `inplace` argument).
This feature would combine the functionality common to the other `to_...()` methods in one place. The method `read_excel`, for example, has an argument `converters`, which has the desired behavior sought after in this feature request when creating `pd.DataFrame` objects.
(ASIDE: It should be noted `DataFrame.convert_dtypes` doesn't have `coerce` functionality, so the `Series` `a` in the above example would simply be converted to type `object`) | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44117/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44117/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44118 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44118/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44118/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44118/events | https://github.com/pandas-dev/pandas/pull/44118 | 1,031,720,687 | PR_kwDOAA0YD84tdJ8B | 44,118 | BUG: Compare type int64 with Int64 fails | {
"avatar_url": "https://avatars.githubusercontent.com/u/17083597?v=4",
"events_url": "https://api.github.com/users/paulvdbles/events{/privacy}",
"followers_url": "https://api.github.com/users/paulvdbles/followers",
"following_url": "https://api.github.com/users/paulvdbles/following{/other_user}",
"gists_url": "https://api.github.com/users/paulvdbles/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/paulvdbles",
"id": 17083597,
"login": "paulvdbles",
"node_id": "MDQ6VXNlcjE3MDgzNTk3",
"organizations_url": "https://api.github.com/users/paulvdbles/orgs",
"received_events_url": "https://api.github.com/users/paulvdbles/received_events",
"repos_url": "https://api.github.com/users/paulvdbles/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/paulvdbles/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/paulvdbles/subscriptions",
"type": "User",
"url": "https://api.github.com/users/paulvdbles"
} | [
{
"color": "C4A000",
"default": false,
"description": "pandas testing functions or related to the test suite",
"id": 127685,
"name": "Testing",
"node_id": "MDU6TGFiZWwxMjc2ODU=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Testing"
},
{
"color": "e102d8",
"default": false,
"description": "Unexpected or buggy dtype conversions",
"id": 31404521,
"name": "Dtype Conversions",
"node_id": "MDU6TGFiZWwzMTQwNDUyMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Dtype%20Conversions"
}
] | closed | false | null | [] | null | 2 | "2021-10-20T18:41:35Z" | "2021-11-20T13:12:33Z" | "2021-11-20T13:12:33Z" | NONE | null | Closes #43038
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44118/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44118/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44118.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44118",
"merged_at": null,
"patch_url": "https://github.com/pandas-dev/pandas/pull/44118.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44118"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44119 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44119/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44119/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44119/events | https://github.com/pandas-dev/pandas/issues/44119 | 1,031,754,527 | I_kwDOAA0YD849f1Mf | 44,119 | BUG: failed to aggregate | {
"avatar_url": "https://avatars.githubusercontent.com/u/48371182?v=4",
"events_url": "https://api.github.com/users/wxinl/events{/privacy}",
"followers_url": "https://api.github.com/users/wxinl/followers",
"following_url": "https://api.github.com/users/wxinl/following{/other_user}",
"gists_url": "https://api.github.com/users/wxinl/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/wxinl",
"id": 48371182,
"login": "wxinl",
"node_id": "MDQ6VXNlcjQ4MzcxMTgy",
"organizations_url": "https://api.github.com/users/wxinl/orgs",
"received_events_url": "https://api.github.com/users/wxinl/received_events",
"repos_url": "https://api.github.com/users/wxinl/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/wxinl/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/wxinl/subscriptions",
"type": "User",
"url": "https://api.github.com/users/wxinl"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "729FCF",
"default": false,
"description": null,
"id": 233160,
"name": "Groupby",
"node_id": "MDU6TGFiZWwyMzMxNjA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Groupby"
},
{
"color": "009800",
"default": false,
"description": "Duplicate issue or pull request",
"id": 40153326,
"name": "Duplicate Report",
"node_id": "MDU6TGFiZWw0MDE1MzMyNg==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Duplicate%20Report"
},
{
"color": "fbca04",
"default": false,
"description": "Apply, Aggregate, Transform",
"id": 697792067,
"name": "Apply",
"node_id": "MDU6TGFiZWw2OTc3OTIwNjc=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Apply"
},
{
"color": "f2f989",
"default": false,
"description": "Data where the values are collections (lists, sets, dicts, objects, etc.).",
"id": 2189479765,
"name": "Nested Data",
"node_id": "MDU6TGFiZWwyMTg5NDc5NzY1",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Nested%20Data"
}
] | closed | false | null | [] | null | 3 | "2021-10-20T19:24:56Z" | "2021-10-21T19:52:44Z" | "2021-10-21T16:16:46Z" | 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.
- [ ] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```python
import pandas as pd
df1 = pd.DataFrame(dict2 = {'index': {0: 7158892,1: 7158893,2: 7158894,3: 7158895,4: 7158896,5: 7158897,6: 7158898},
'uid': {0: 1081156,1: 1081156,2: 1081156,3: 1081156,4: 1081156,5: 1081156,6: 1081156},
'lat': {0: 37.524228,1: 37.546708,2: 37.433964,3: 38.245017,4: 37.546708,5: 37.500817,6: 37.433964},
'lng': {0: -121.94779,1: -122.069067,2: -121.886765,3: -121.455548,4: -122.069067,5: -121.981362,6: -121.886765}})
agg1 = df1.groupby(['uid']).agg(pd.Series.mode)
```
### Issue Description
ValueError: could not broadcast input array from shape (7,4) into shape (7,)
### Expected Behavior
expect something like this:
1081156,[37.433964 37.546708],[-121.886765 -122.069067]
### Installed Versions
<details>
INSTALLED VERSIONS
------------------
commit : 945c9ed766a61c7d2c0a7cbb251b6edebf9cb7d5
python : 3.9.7.final.0
python-bits : 64
OS : Linux
OS-release : 5.4.0-81-generic
Version : #91~18.04.1-Ubuntu SMP Fri Jul 23 13:36:29 UTC 2021
machine : x86_64
processor : x86_64
byteorder : little
LC_ALL : None
LANG : en_US.UTF-8
LOCALE : en_US.UTF-8
pandas : 1.3.4
numpy : 1.21.2
pytz : 2021.1
dateutil : 2.8.2
pip : 21.2.4
setuptools : 58.0.4
Cython : None
pytest : None
hypothesis : None
show more (open the raw output data in a text editor) ...
tabulate : None
xarray : 0.19.0
xlrd : None
xlwt : None
numba : None
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44119/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44119/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44120 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44120/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44120/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44120/events | https://github.com/pandas-dev/pandas/issues/44120 | 1,031,785,102 | I_kwDOAA0YD849f8qO | 44,120 | BUG: to_clipboard() incorrectly claims I have specified a non-single character separator in excel mode. | {
"avatar_url": "https://avatars.githubusercontent.com/u/90099748?v=4",
"events_url": "https://api.github.com/users/simonbance/events{/privacy}",
"followers_url": "https://api.github.com/users/simonbance/followers",
"following_url": "https://api.github.com/users/simonbance/following{/other_user}",
"gists_url": "https://api.github.com/users/simonbance/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/simonbance",
"id": 90099748,
"login": "simonbance",
"node_id": "MDQ6VXNlcjkwMDk5NzQ4",
"organizations_url": "https://api.github.com/users/simonbance/orgs",
"received_events_url": "https://api.github.com/users/simonbance/received_events",
"repos_url": "https://api.github.com/users/simonbance/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/simonbance/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/simonbance/subscriptions",
"type": "User",
"url": "https://api.github.com/users/simonbance"
} | [
{
"color": "e10c02",
"default": false,
"description": null,
"id": 76811,
"name": "Bug",
"node_id": "MDU6TGFiZWw3NjgxMQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Bug"
},
{
"color": "06909A",
"default": false,
"description": "IO issues that don't fit into a more specific label",
"id": 2301354,
"name": "IO Data",
"node_id": "MDU6TGFiZWwyMzAxMzU0",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/IO%20Data"
},
{
"color": "d93f0b",
"default": false,
"description": "Required and optional dependencies",
"id": 527603109,
"name": "Dependencies",
"node_id": "MDU6TGFiZWw1Mjc2MDMxMDk=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Dependencies"
}
] | open | false | null | [] | null | 5 | "2021-10-20T20:05:32Z" | "2021-10-30T23:13:46Z" | 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
```python
import pandas as pd
df = pd.DataFrame({'numbers': [1, 2, 3], 'colors': ['red', 'white', 'blue']})
df.to_clipboard(index_names=False, header=False)
```
Gives the following trace.
```python-trace
C:\ProgramData\Miniforge3\lib\site-packages\pandas\io\clipboards.py:133: UserWarning: to_clipboard in excel mode requires a single character separator.
warnings.warn(
```
### Issue Description
The same error occurs regardless of whether I do not specify a separator, or if I include sep="," as an argument. In both cases, I am not specifying a separator of more than 1 character and there should be no problem passing this to to_csv().
Inspecting the source code at https://github.com/pandas-dev/pandas/blob/master/pandas/io/clipboards.py it appears we are correctly being caught by the `if excel` statement on line 120 (since we are in excel mode by default) but the try/except wrapper around the call to to_csv() is catching a TypeError. Further inspection is needed to identify what is causing the exception.
Tested in both pandas v1.2.3 and latest version v1.3.4.
I'm using miniconda on Windows 10.
### Expected Behavior
The dataframe should be copied to the clipboard as string text without an exception being caught.
### Installed Versions
<details>
INSTALLED VERSIONS
------------------
commit : 945c9ed766a61c7d2c0a7cbb251b6edebf9cb7d5
python : 3.8.12.final.0
python-bits : 64
OS : Windows
OS-release : 10
Version : 10.0.18363
machine : AMD64
processor : Intel64 Family 6 Model 142 Stepping 12, GenuineIntel
byteorder : little
LC_ALL : None
LANG : en
pandas : 1.3.4
numpy : 1.21.2
pytz : 2021.3
dateutil : 2.8.2
pip : 21.3
setuptools : 58.2.0
Cython : None
pytest : None
hypothesis : None
sphinx : 4.2.0
blosc : None
feather : None
xlsxwriter : None
lxml.etree : 4.6.3
html5lib : None
pymysql : None
psycopg2 : None
jinja2 : 3.0.2
IPython : 7.28.0
pandas_datareader: None
bs4 : 4.10.0
bottleneck : None
fsspec : 2021.10.1
fastparquet : None
gcsfs : None
matplotlib : 3.4.3
numexpr : None
odfpy : None
openpyxl : None
pandas_gbq : None
pyarrow : None
pyxlsb : None
s3fs : None
scipy : 1.7.1
sqlalchemy : None
tables : None
tabulate : None
xarray : None
xlrd : None
xlwt : None
numba : None
</details>
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44120/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44120/timeline | null | null | null |
https://api.github.com/repos/pandas-dev/pandas/issues/44121 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44121/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44121/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44121/events | https://github.com/pandas-dev/pandas/pull/44121 | 1,031,868,386 | PR_kwDOAA0YD84tdo3H | 44,121 | PERF: new_block_2d | {
"avatar_url": "https://avatars.githubusercontent.com/u/8078968?v=4",
"events_url": "https://api.github.com/users/jbrockmendel/events{/privacy}",
"followers_url": "https://api.github.com/users/jbrockmendel/followers",
"following_url": "https://api.github.com/users/jbrockmendel/following{/other_user}",
"gists_url": "https://api.github.com/users/jbrockmendel/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jbrockmendel",
"id": 8078968,
"login": "jbrockmendel",
"node_id": "MDQ6VXNlcjgwNzg5Njg=",
"organizations_url": "https://api.github.com/users/jbrockmendel/orgs",
"received_events_url": "https://api.github.com/users/jbrockmendel/received_events",
"repos_url": "https://api.github.com/users/jbrockmendel/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jbrockmendel/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jbrockmendel/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jbrockmendel"
} | [
{
"color": "FCE94F",
"default": false,
"description": "Internal refactoring of code",
"id": 127681,
"name": "Refactor",
"node_id": "MDU6TGFiZWwxMjc2ODE=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Refactor"
},
{
"color": "fbca04",
"default": false,
"description": "Related to non-user accessible pandas implementation",
"id": 49094459,
"name": "Internals",
"node_id": "MDU6TGFiZWw0OTA5NDQ1OQ==",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Internals"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 0 | "2021-10-20T22:05:09Z" | "2021-10-21T01:56:58Z" | "2021-10-21T01:06:18Z" | MEMBER | null | Avoids some redundant checks | {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44121/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44121/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44121.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44121",
"merged_at": "2021-10-21T01:06:18Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44121.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44121"
} |
https://api.github.com/repos/pandas-dev/pandas/issues/44122 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44122/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44122/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44122/events | https://github.com/pandas-dev/pandas/pull/44122 | 1,031,891,963 | PR_kwDOAA0YD84tdtzf | 44,122 | REF: reuse self.grouper.result_index | {
"avatar_url": "https://avatars.githubusercontent.com/u/8078968?v=4",
"events_url": "https://api.github.com/users/jbrockmendel/events{/privacy}",
"followers_url": "https://api.github.com/users/jbrockmendel/followers",
"following_url": "https://api.github.com/users/jbrockmendel/following{/other_user}",
"gists_url": "https://api.github.com/users/jbrockmendel/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jbrockmendel",
"id": 8078968,
"login": "jbrockmendel",
"node_id": "MDQ6VXNlcjgwNzg5Njg=",
"organizations_url": "https://api.github.com/users/jbrockmendel/orgs",
"received_events_url": "https://api.github.com/users/jbrockmendel/received_events",
"repos_url": "https://api.github.com/users/jbrockmendel/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jbrockmendel/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jbrockmendel/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jbrockmendel"
} | [
{
"color": "FCE94F",
"default": false,
"description": "Internal refactoring of code",
"id": 127681,
"name": "Refactor",
"node_id": "MDU6TGFiZWwxMjc2ODE=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Refactor"
},
{
"color": "729FCF",
"default": false,
"description": null,
"id": 233160,
"name": "Groupby",
"node_id": "MDU6TGFiZWwyMzMxNjA=",
"url": "https://api.github.com/repos/pandas-dev/pandas/labels/Groupby"
}
] | closed | false | null | [] | {
"closed_at": null,
"closed_issues": 1203,
"created_at": "2021-06-09T18:28:42Z",
"creator": {
"avatar_url": "https://avatars.githubusercontent.com/u/953992?v=4",
"events_url": "https://api.github.com/users/jreback/events{/privacy}",
"followers_url": "https://api.github.com/users/jreback/followers",
"following_url": "https://api.github.com/users/jreback/following{/other_user}",
"gists_url": "https://api.github.com/users/jreback/gists{/gist_id}",
"gravatar_id": "",
"html_url": "https://github.com/jreback",
"id": 953992,
"login": "jreback",
"node_id": "MDQ6VXNlcjk1Mzk5Mg==",
"organizations_url": "https://api.github.com/users/jreback/orgs",
"received_events_url": "https://api.github.com/users/jreback/received_events",
"repos_url": "https://api.github.com/users/jreback/repos",
"site_admin": false,
"starred_url": "https://api.github.com/users/jreback/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/jreback/subscriptions",
"type": "User",
"url": "https://api.github.com/users/jreback"
},
"description": "",
"due_on": "2021-12-31T08:00:00Z",
"html_url": "https://github.com/pandas-dev/pandas/milestone/86",
"id": 6840253,
"labels_url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86/labels",
"node_id": "MDk6TWlsZXN0b25lNjg0MDI1Mw==",
"number": 86,
"open_issues": 77,
"state": "open",
"title": "1.4",
"updated_at": "2021-11-21T02:34:31Z",
"url": "https://api.github.com/repos/pandas-dev/pandas/milestones/86"
} | 1 | "2021-10-20T22:48:53Z" | "2021-10-21T01:49:06Z" | "2021-10-21T00:49:40Z" | MEMBER | null | - [ ] closes #xxxx
- [ ] 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
| {
"+1": 0,
"-1": 0,
"confused": 0,
"eyes": 0,
"heart": 0,
"hooray": 0,
"laugh": 0,
"rocket": 0,
"total_count": 0,
"url": "https://api.github.com/repos/pandas-dev/pandas/issues/44122/reactions"
} | https://api.github.com/repos/pandas-dev/pandas/issues/44122/timeline | null | 0 | {
"diff_url": "https://github.com/pandas-dev/pandas/pull/44122.diff",
"html_url": "https://github.com/pandas-dev/pandas/pull/44122",
"merged_at": "2021-10-21T00:49:40Z",
"patch_url": "https://github.com/pandas-dev/pandas/pull/44122.patch",
"url": "https://api.github.com/repos/pandas-dev/pandas/pulls/44122"
} |
Subsets and Splits