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https://api.github.com/repos/pandas-dev/pandas/issues/22412 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22412/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22412/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22412/events | https://github.com/pandas-dev/pandas/issues/22412 | 351,858,936 | MDU6SXNzdWUzNTE4NTg5MzY= | 22,412 | Documentation Error - pandas2ri causes ModuleNotFoundError | {
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"followers_url": "https://api.github.com/users/jre... | 5 | 2018-08-18T23:09:11Z | 2018-08-20T06:02:59Z | 2018-08-20T05:58:42Z | CONTRIBUTOR | null | #### Code Sample, a copy-pastable example if possible
Compare
https://pandas.pydata.org/pandas-docs/version/0.23.3/r_interface.html
with
https://pandas.pydata.org/pandas-docs/version/0.23.4/r_interface.html
```python
from rpy2.robjects import pandas2ri
...
```
#### Problem description
The import gener... | {
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Follow-up to #20061.
cc @WillAyd @datapythonista | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22414 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22414/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22414/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22414/events | https://github.com/pandas-dev/pandas/issues/22414 | 351,867,023 | MDU6SXNzdWUzNTE4NjcwMjM= | 22,414 | BUG: pandas.core.ops.dispatch_to_extension_op fails with UnboundLocalError | {
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This bug requires an ExtensionArray that is not backed with a numpy array to occur.
```python
import pandas as pd
import fletcher as fr
s = pd.Series(fr.FletcherArray(TEST_ARRAY))
assert (s.T == s).all()
```
#### Problem description
Looking at th... | {
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xref #14432. | {
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"followers_url": "https://api.github... | 17 | 2018-08-19T06:53:34Z | 2018-12-31T14:44:40Z | 2018-12-31T13:19:05Z | CONTRIBUTOR | null | hello, this is my first pr in open source.
so , i think some things have problem.
if this pr has problem , tell me. i will fix again.
this issue occur Dataframe has column defined 'dtype' when execute .ne function.
i asked some advice which way is more better.
i) when make dataframe instance column name i... | {
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xref #14645.
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"followers_url": "https://api.github... | 5 | 2018-08-19T10:26:32Z | 2018-08-21T13:14:11Z | 2018-08-21T12:10:39Z | CONTRIBUTOR | null | - [ ] closes #xxxx
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
Fixed the examples of Dataframe.to_records related to timestamp conversion following the changes in default behaviour made in pull request #18902. As requested in issue #18160. | {
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"followers_url": "https://api.github... | 3 | 2018-08-19T14:33:38Z | 2018-12-09T14:10:15Z | 2018-12-09T14:10:15Z | CONTRIBUTOR | null | The MultiIndex.to_frame function is great for working with multi-indexes as a meta-dataframe. I find myself using this paradigm very often.
df = create_multiindex_df()
meta = df.columns.to_frame(index=False)
meta = filter_multiindex()
df.reindex(columns=convert_df_to_multiindex(df))
Having the ... | {
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closes #22373
passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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https://api.github.com/repos/pandas-dev/pandas/issues/22422 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22422/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22422/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22422/events | https://github.com/pandas-dev/pandas/pull/22422 | 351,924,235 | MDExOlB1bGxSZXF1ZXN0MjA5MzczMjY2 | 22,422 | CLN: Remove try-except in parse_dates test | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22423 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22423/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22423/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22423/events | https://github.com/pandas-dev/pandas/pull/22423 | 351,925,333 | MDExOlB1bGxSZXF1ZXN0MjA5MzczOTMw | 22,423 | BUG: Ignore versionadded directive when checking for periods at docstring end | {
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"followers_url": "https://api.github... | 3 | 2018-08-19T18:52:41Z | 2018-08-23T17:57:57Z | 2018-08-23T16:04:04Z | CONTRIBUTOR | null | Will ignore the `versionadded` directive when checking for `'.'` at the end of descriptions.
- [x] closes #22405
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/22424 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22424/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22424/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22424/events | https://github.com/pandas-dev/pandas/pull/22424 | 351,939,972 | MDExOlB1bGxSZXF1ZXN0MjA5MzgzMjQw | 22,424 | CI: add missing tzlocal dependency (rpy2, doc build) | {
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- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/22425 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22425/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22425/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22425/events | https://github.com/pandas-dev/pandas/pull/22425 | 351,995,212 | MDExOlB1bGxSZXF1ZXN0MjA5NDE4MzEw | 22,425 | Backport PR #22424 on branch 0.23.x | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22426 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22426/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22426/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22426/events | https://github.com/pandas-dev/pandas/issues/22426 | 352,001,121 | MDU6SXNzdWUzNTIwMDExMjE= | 22,426 | AttributeError: type object pandas._TSObject has no attribute __reduce_cython__ | {
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**First**
With pandas(0.23.4) imported, I use pyinstaller 3.3.1 to package my program, when open the .exe program, it reminded me error message as bellow and self-closing then.
`" File "pandas\_libs\tslibs\conversion.pyx", line 222, in init pandas._libs.tslibs.conversion
AttributeError... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22427 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22427/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22427/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22427/events | https://github.com/pandas-dev/pandas/issues/22427 | 352,115,390 | MDU6SXNzdWUzNTIxMTUzOTA= | 22,427 | CI: Travis tests timing out | {
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```
........................................................................ [ 95%]
.......................
No output has been received in the last 10m0s, this potentially indicates a stalled build or something wrong with the build itself.
Check the det... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22428 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22428/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22428/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22428/events | https://github.com/pandas-dev/pandas/issues/22428 | 352,123,238 | MDU6SXNzdWUzNTIxMjMyMzg= | 22,428 | IntervalArray.shift and missing value handling | {
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... | 4 | 2018-08-20T12:57:39Z | 2020-04-27T00:03:36Z | null | CONTRIBUTOR | null | Followup to https://github.com/pandas-dev/pandas/pull/22387
The default implementation of `shift` fails when `dtype.na_dtype` can't be stored in a `dtype` array (e.g. int can't hold na).
```python
In [24]: idx = IntervalArray.from_breaks(range(10))
In [25]: idx.shift()
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https://api.github.com/repos/pandas-dev/pandas/issues/22429 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22429/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22429/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22429/events | https://github.com/pandas-dev/pandas/pull/22429 | 352,127,952 | MDExOlB1bGxSZXF1ZXN0MjA5NTE1NTk1 | 22,429 | Pin blosc to 1.14.3 for travis-27 build | {
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xref https://github.com/pandas-dev/pandas/issues/22427 and https://github.com/pandas-dev/pandas/pull/22424 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22430 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22430/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22430/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22430/events | https://github.com/pandas-dev/pandas/issues/22430 | 352,207,306 | MDU6SXNzdWUzNTIyMDczMDY= | 22,430 | packers tests failing on python 2 with blosc 1.14.4 | {
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"gi... | [] | closed | false | null | [] | null | 2 | 2018-08-20T16:25:33Z | 2019-06-27T19:20:39Z | 2019-06-27T19:20:39Z | CONTRIBUTOR | null | Using the `ci/travis-27.yml`:
```
pytest pandas/tests/io/test_packers.py::TestCompression::test_small_strings_no_warn_blosc -x --pdb
==================================================================== test session starts ====================================================================
platform darwin -- Pyth... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22431 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22431/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22431/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22431/events | https://github.com/pandas-dev/pandas/issues/22431 | 352,218,085 | MDU6SXNzdWUzNTIyMTgwODU= | 22,431 | .std() & .skew() giving wrong answer with .rolling | {
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"descript... | closed | false | null | [] | null | 2 | 2018-08-20T16:59:04Z | 2018-09-04T23:49:31Z | 2018-08-20T18:08:19Z | NONE | null | I am using pandas version: '0.23.4'
While debugging my code I realized that, std & skew is not giving correct results with rolling window.
Check the code below:
import pandas as pd
import numpy as np
import scipy.stats as sp
df = pd.DataFrame(np.random.randint(1,10,(5)))
df_w = df.rolling(window=3, min_per... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22432 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22432/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22432/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22432/events | https://github.com/pandas-dev/pandas/pull/22432 | 352,242,518 | MDExOlB1bGxSZXF1ZXN0MjA5NjAyMDgy | 22,432 | POC Use fused types more, tempita less | {
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"de... | closed | false | null | [] | null | 6 | 2018-08-20T18:16:26Z | 2018-08-21T22:02:59Z | 2018-08-21T22:02:58Z | MEMBER | null | Low priority after other outstanding cython PRs; will run asvs before long.
Discussed in #22411. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22433 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22433/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22433/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22433/events | https://github.com/pandas-dev/pandas/issues/22433 | 352,243,351 | MDU6SXNzdWUzNTIyNDMzNTE= | 22,433 | to_datetime() has an unexpected output when time is 00:00:00 | {
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it should be 2018-07-13 00:00:00, but I just got 2018-07-13. I think the result should be the first one even if it means the same datetime. So I assume all of the timestamp which can be convert to YYYY-mm-dd 00:0... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22434 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22434/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22434/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22434/events | https://github.com/pandas-dev/pandas/issues/22434 | 352,317,676 | MDU6SXNzdWUzNTIzMTc2NzY= | 22,434 | TST: clipboard warnings | {
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"followers_url": "https://api.github.com/users/wesm... | 1 | 2018-08-20T22:22:42Z | 2019-12-30T19:06:05Z | 2019-12-30T19:06:04Z | CONTRIBUTOR | null | from a master build: https://travis-ci.org/pandas-dev/pandas/jobs/418356362
the tests are failing on this build, though they do pass, not sure why its flaky.
```
pandas/tests/io/test_clipboard.py::TestClipboard::()::test_round_trip_frame[delims]
source:2406: DeprecationWarning: invalid escape sequence \(
pan... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22435 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22435/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22435/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22435/events | https://github.com/pandas-dev/pandas/issues/22435 | 352,346,451 | MDU6SXNzdWUzNTIzNDY0NTE= | 22,435 | DataFrame query method - numexpr safety check fails | {
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```python
# Your code here
import pandas as pd
df = pd.DataFrame({'a': ['1','2','3'], 'b': [4,5,6]})
df.query("a.astype('int') < 2")
```
raises `TypeError: unhashable type: 'numpy.ndarray'`
#### Problem description
**Background**
When using numexpr... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22436 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22436/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22436/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22436/events | https://github.com/pandas-dev/pandas/pull/22436 | 352,407,960 | MDExOlB1bGxSZXF1ZXN0MjA5NzI1MDc2 | 22,436 | BUG #19860 Corrected use of mixed indexes with .at | {
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"followers_url": "https://api.github... | 11 | 2018-08-21T06:54:14Z | 2018-09-10T05:48:38Z | 2018-08-29T12:49:03Z | CONTRIBUTOR | null | `.at` incorrectly disallowed the use of integer indexes when a mixed index was used
```
s = Series([1,2,3,4,5],index=['a','b','c',1,2])
s.at['a'] # returns 1
s.at[1] # returns 4
s.at[4] # raises KeyError, doesn't do fallback indexing
```
Made sure fallback indexing doesn't happen on mixed indexes
- [X] ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22437 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22437/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22437/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22437/events | https://github.com/pandas-dev/pandas/pull/22437 | 352,426,752 | MDExOlB1bGxSZXF1ZXN0MjA5NzM4ODg4 | 22,437 | Fix DataFrame.to_string() justification | {
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- [ ] tests added / passed
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
Fixes justification with `DataFrame.to_string(index=False)`, but breaks other tests :-(
There are two side-effects of this PR, which will likely make it unacceptable,... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22438 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22438/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22438/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22438/events | https://github.com/pandas-dev/pandas/issues/22438 | 352,466,082 | MDU6SXNzdWUzNTI0NjYwODI= | 22,438 | No OverflowError when reading int longer than C long with pd.read_json() | {
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```python
import pandas as pd
big_int = 2147483647 + 1
json_string = '[{"A": "' + str(big_int) + '"}]'
df = pd.read_json(json_string)
```
#### Problem description
No error when loading int longer than `C long`. In contrast,
`df = pd.DataFrame(json.loads(json_string)).astype(int)`
raises ... | {
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] | closed | false | null | [] | null | 5 | 2018-08-21T10:31:39Z | 2018-11-23T03:37:26Z | 2018-11-23T03:37:26Z | NONE | null | - [ ] closes #20585
- [ ] tests added / passed
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/22440 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22440/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22440/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22440/events | https://github.com/pandas-dev/pandas/issues/22440 | 352,547,048 | MDU6SXNzdWUzNTI1NDcwNDg= | 22,440 | BUG: IntegerArray cannot cast from int to uint | {
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```
In [25]: s = pd.Series([1, 2, 3, 4], dtype='Int64')
In [26]: s
Out[26]:
0 1
1 2
2 3
3 4
dtype: Int64
In [27]: s.astype('UInt32')
...
TypeError: Cannot cast array from dtype('int64') to dtype('uint32') according to the rule 'same_kind'
```
with numpy dtypes this works:
```
In ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22441 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22441/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22441/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22441/events | https://github.com/pandas-dev/pandas/pull/22441 | 352,571,662 | MDExOlB1bGxSZXF1ZXN0MjA5ODQ4NTQw | 22,441 | BUG fix IntegerArray.astype int -> uint | {
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"followers_url": "https://api.github... | 2 | 2018-08-21T14:35:47Z | 2018-08-22T10:19:18Z | 2018-08-22T10:08:24Z | MEMBER | null | Closes https://github.com/pandas-dev/pandas/issues/22440 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22442 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22442/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22442/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22442/events | https://github.com/pandas-dev/pandas/issues/22442 | 352,616,000 | MDU6SXNzdWUzNTI2MTYwMDA= | 22,442 | Provide single base class with all extension tests. | {
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"followers_url": "https://api.github.com/users/jorisva... | 5 | 2018-08-21T16:20:33Z | 2018-08-27T21:36:54Z | 2018-08-27T21:36:50Z | CONTRIBUTOR | null | It's slightly annoying to have files like
```python
class TestMissing(base.BaseMissingTests):
pass
class TestOps(base.BaseOpsTests):
pass
```
for all the extension tests. It'd be nice to have a single base class. The problem is ensuring names don't clash. Python has a built-in mechansim, name mangl... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22443 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22443/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22443/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22443/events | https://github.com/pandas-dev/pandas/issues/22443 | 352,618,693 | MDU6SXNzdWUzNTI2MTg2OTM= | 22,443 | EA concat_same_type vs Index concat_same_dtype? | {
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"followers_url": "https://api.github.com/users/jorisva... | 2 | 2018-08-21T16:28:15Z | 2019-09-18T11:30:05Z | 2019-09-18T01:48:06Z | MEMBER | null | Working on making making the DatetimeLike ArrayMixin classes into full-fledged EA subclasses, I need to implement `_concat_same_type`. The Index subclasses already have `_concat_same_dtype`, which looks like it implements the right thing.
Should we rename the Index method to match the EA name? Or do these need to ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22444 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22444/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22444/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22444/events | https://github.com/pandas-dev/pandas/issues/22444 | 352,622,193 | MDU6SXNzdWUzNTI2MjIxOTM= | 22,444 | numpy binary incompatibility for pandas 0.23.4 and numpy 1.15 with pip and .whl | {
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A simple pandas import
```python
import pandas as pd
```
#### Problem description
Several `RuntimeWarnings` in Python 2 or Python 3. I think it's due to a different version of numpy between:
* the version of numpy used to compile pandas and built th... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22445 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22445/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22445/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22445/events | https://github.com/pandas-dev/pandas/issues/22445 | 352,633,889 | MDU6SXNzdWUzNTI2MzM4ODk= | 22,445 | Add a function to draw sequential samples from a DataFrame | {
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"description": "May be closeable, nee... | closed | false | null | [] | null | 2 | 2018-08-21T17:14:48Z | 2021-03-21T15:45:54Z | 2021-03-21T15:45:54Z | NONE | null | I've written this method that I use repeatedly on Pandas DataFrames. I'd like to propose it be included in Pandas core, either on its own, or as a modification to `DataFrame.sample()`.
```python
def draw_sample(df, length=1):
"""Random sequential sample with replacement of the given length."""
end_of_sam... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22446 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22446/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22446/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22446/events | https://github.com/pandas-dev/pandas/issues/22446 | 352,637,425 | MDU6SXNzdWUzNTI2Mzc0MjU= | 22,446 | BUG: to_datetime drops UTC offset when parsing datetime strings and box=False | {
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... | closed | false | null | [] | {
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"followers_url": "https://api.github... | 0 | 2018-08-21T17:26:03Z | 2018-08-24T03:29:53Z | 2018-08-24T03:29:53Z | MEMBER | null | xref https://github.com/pandas-dev/pandas/pull/22380#issuecomment-413617891 and post PR #21822
```
In [1]: data = ['2018-01-04 09:01:00+09:00', '2018-01-04 09:02:00+09:00']
# This output should behave like Out[5]
In [3]: pd.to_datetime(data, box=False)
Out[3]:
array(['2018-01-04T00:01:00.000000000', '2018-01-... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22447 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22447/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22447/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22447/events | https://github.com/pandas-dev/pandas/issues/22447 | 352,643,167 | MDU6SXNzdWUzNTI2NDMxNjc= | 22,447 | DOC: Add DateOffset and subclasses to api.rst | {
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"followers_url": "https://api.github... | 0 | 2018-08-21T17:43:53Z | 2018-11-01T01:09:03Z | 2018-11-01T01:09:03Z | MEMBER | null | xref https://github.com/pandas-dev/pandas/pull/22288#issuecomment-414757610
`DateOffset` and its subclasses are only described in `timeseries.rst` and currently do not exist in `api.rst`. Since this represents a good portion of pandas timeseries functionality, we should probably be highlighting them in `api.rst`.
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https://api.github.com/repos/pandas-dev/pandas/issues/22448 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22448/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22448/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22448/events | https://github.com/pandas-dev/pandas/issues/22448 | 352,644,692 | MDU6SXNzdWUzNTI2NDQ2OTI= | 22,448 | read_csv reference cites two different default delimiters | {
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] | closed | false | null | [] | null | 3 | 2018-08-21T17:48:43Z | 2020-09-23T01:05:57Z | 2020-09-23T01:05:56Z | NONE | null | In the [reference for the pandas.read_csv function ](https://pandas.pydata.org/pandas-docs/stable/generated/pandas.read_csv.html), the prototype function shows that the default value for sep is `sep=', ',` (notice the space after the comma).
In the detailed description, it says that the default is
> `sep : str, ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22449 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22449/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22449/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22449/events | https://github.com/pandas-dev/pandas/issues/22449 | 352,650,160 | MDU6SXNzdWUzNTI2NTAxNjA= | 22,449 | DataFrame.join left_index right_index inverted | {
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```python
import numpy as np
import pandas as pd
df_left = pd.DataFrame(data=['X'],columns=['C'],index=[22])
df_right = pd.DataFrame(data=['X'],columns=['C'],index=[999])
merge = pd.merge(df_left,df_right,on=['C'], left_index=True)
print merge.index
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https://api.github.com/repos/pandas-dev/pandas/issues/22450 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22450/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22450/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22450/events | https://github.com/pandas-dev/pandas/issues/22450 | 352,676,205 | MDU6SXNzdWUzNTI2NzYyMDU= | 22,450 | Timestamp.timestamp() inconsistent with Datetime.timestamp() | {
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```python
import datetime as dt
import pandas as pd
t = dt.datetime.now()
ts1 = t.timestamp()
ts2 = pd.Timestamp(t).timestamp()
print((ts1 - ts2) / 3600)
```
#### Problem description
Pandas and Datetime evidently have different defaults when hand... | {
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```
unow = pd.Timestamp.utcnow()
result = pd.Timestamp.utcfromtimestamp(unow.timestamp())
assert unow == result # <-- TypeError because unow is tza... | {
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... | 7 | 2018-08-21T22:23:10Z | 2021-02-22T15:27:15Z | 2021-02-22T15:27:14Z | NONE | null | #### Code Sample, a copy-pastable example if possible
```python
a = np.array(["foo", "foo", "foo", "foo", "bar", "bar", "bar", "bar", "foo", "foo", "foo"], dtype=object)
b = np.array(["one", "one", "one", "two", "one", "one", "one", "two", "two", "two", "one"], dtype=object)
c = np.array(["dull", "dull", "shiny",... | {
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"followers_url": "https://api.github... | 10 | 2018-08-21T23:40:56Z | 2018-09-18T13:51:39Z | 2018-09-18T12:43:14Z | MEMBER | null | - [ ] closes #xxxx
- [ ] tests added / passed
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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"followers_url": "https://api.github... | 3 | 2018-08-22T06:06:51Z | 2018-08-22T15:59:24Z | 2018-08-22T10:05:14Z | MEMBER | null | xref #22122
Applying the lint comprehension codes that seem to be fully clean in specified paths in `lint.sh`
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cc @WillAyd | {
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- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
Don't think this requires a whatsnew entry since this was introduced in (and part of) #21822 which is slated for v0.24.0 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22458 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22458/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22458/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22458/events | https://github.com/pandas-dev/pandas/issues/22458 | 352,893,469 | MDU6SXNzdWUzNTI4OTM0Njk= | 22,458 | Inconsistent keyword argument name for the 'periods' in pandas.Index.shift for a DatetimeIndex | {
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"followers_url": "https://api.github... | 3 | 2018-08-22T10:28:30Z | 2018-10-08T19:13:20Z | 2018-10-08T19:13:20Z | NONE | null | The actual implementation of ``pandas.Index.shift`` for a datetime-like index takes a differently named parameter for the number of shifts than the base method.
It should be named ``periods``, which would also be consistent with the ``pandas.DataFrame.shift`` or ``pandas.Series.shift`` methods. But for a DatetimeInd... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22459 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22459/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22459/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22459/events | https://github.com/pandas-dev/pandas/issues/22459 | 352,922,922 | MDU6SXNzdWUzNTI5MjI5MjI= | 22,459 | DOC: ongoing fixing of doctests | {
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... | 7 | 2018-08-22T12:03:20Z | 2021-06-18T23:13:20Z | null | MEMBER | null | Starting with https://github.com/pandas-dev/pandas/pull/19952, we run (some) doctests on Travis to ensure the example are kept up to date.
Currently, we only test the docstrings for Series and DataFrame, and reshape-related top level functions, *and* we also skip a lot of the tests.
So PRs to incrementally test mo... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22460 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22460/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22460/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22460/events | https://github.com/pandas-dev/pandas/issues/22460 | 352,943,590 | MDU6SXNzdWUzNTI5NDM1OTA= | 22,460 | Inconsistent concat behavior when changing axis | {
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```python
>>> import pandas as pd
>>> pd.__version__
'0.23.4'
>>> z = pd.Series([1, 2, 3])
>>> z
0 1
1 2
2 3
dtype: int64
>>> pd.concat([z], axis=0)
0 1
1 2
2 3
dtype: int64
>>> pd.concat([z], axis=1)
0
0 1
1 2
2 3
>>> pd.concat([z, z], axis=0)
0 1
1 ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22461 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22461/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22461/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22461/events | https://github.com/pandas-dev/pandas/issues/22461 | 352,950,262 | MDU6SXNzdWUzNTI5NTAyNjI= | 22,461 | Increasing HTML Table Size on DataFrames | {
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"descript... | closed | false | null | [] | null | 4 | 2018-08-22T13:19:09Z | 2018-08-22T16:32:07Z | 2018-08-22T13:28:27Z | NONE | null | I have a general question: When I display the `pd.DataFrame` in Jupyter Notebooks, I have lots of white space.
Example:
Is there a way to increase the font, and cell size? During presentations it is h... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22462 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22462/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22462/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22462/events | https://github.com/pandas-dev/pandas/issues/22462 | 352,960,366 | MDU6SXNzdWUzNTI5NjAzNjY= | 22,462 | DOC: Update docstring of DataFrame/Series .equals() to explain the behavior with indices | {
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"id": 7171206... | closed | false | null | [] | null | 3 | 2018-08-22T13:45:01Z | 2018-09-05T23:34:52Z | 2018-09-05T23:34:52Z | MEMBER | null | Some work and some discussion happened at #19213.
`df1.equals(df2)` returns a single boolean value on whether the two dataframes contain the same values and indices. This includes types for the data, but not for the indices.
The docstring should be improved to follow all our standards, including:
- A `See Also` ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22463 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22463/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22463/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22463/events | https://github.com/pandas-dev/pandas/issues/22463 | 352,962,564 | MDU6SXNzdWUzNTI5NjI1NjQ= | 22,463 | DOC: confusing wording in Dataframe.quantile 'a la' | {
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... | 0 | 2018-08-22T13:50:17Z | 2018-08-22T13:54:23Z | 2018-08-22T13:54:23Z | CONTRIBUTOR | null | #### Problem description
`` a la`` is confusing. The same issue I encountered in Series.quantile is in Dataframe.quantile
#21292
https://github.com/pandas-dev/pandas/blob/25e6a21ac5f3a266de97a6dc00170e106215efa1/pandas/core/frame.py#L7249-L7253
#### Expected Output
#### Output of ``pd.show_versions()``
<detai... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22464 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22464/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22464/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22464/events | https://github.com/pandas-dev/pandas/pull/22464 | 352,963,876 | MDExOlB1bGxSZXF1ZXN0MjEwMTQxNTU5 | 22,464 | DOC: confusing wording in Dataframe.quantile, term 'a la` | {
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] | closed | false | null | [] | null | 1 | 2018-08-22T13:53:19Z | 2018-08-22T13:58:22Z | 2018-08-22T13:54:23Z | CONTRIBUTOR | null | - [x] closes #22463
- [ ] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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... | closed | false | null | [] | null | 4 | 2018-08-22T14:22:06Z | 2018-09-14T11:13:50Z | 2018-09-14T11:13:50Z | CONTRIBUTOR | null | ```python
import pandas as pd
offset = pd.tseries.offsets.Week(weekday=6)
idx = pd.DatetimeIndex(['1999-12-26', '2000-05-14'])
assert (idx[0] + offset) == (idx + offset)[0]
```
bisected to https://github.com/pandas-dev/pandas/pull/18952
Before that the assertion was true, after it's false
```
# befo... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22466 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22466/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22466/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22466/events | https://github.com/pandas-dev/pandas/issues/22466 | 352,994,148 | MDU6SXNzdWUzNTI5OTQxNDg= | 22,466 | `.align()` sorts indexes when they differ, does not sort otherwise | {
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] | open | false | null | [] | null | 1 | 2018-08-22T14:59:52Z | 2021-06-22T04:36:11Z | null | NONE | null | #### Code Sample, a copy-pastable example if possible
```python
# two frames w/similar indexes
df_1 = pd.DataFrame(np.eye(4))
df_2 = pd.DataFrame(np.eye(4)*-1)
# reverse, sort -> indexes are kept reversed
df_1.iloc[::-1].align(df_2.iloc[::-1], axis=0, join="outer")
# one frame has a different index
df_2 =... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22467 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22467/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22467/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22467/events | https://github.com/pandas-dev/pandas/pull/22467 | 352,997,961 | MDExOlB1bGxSZXF1ZXN0MjEwMTY3MzY3 | 22,467 | TEST: groupby(as_index=False, sort=False).aggregate formerly (?) gave unexpected results with a list-like function | {
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- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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https://api.github.com/repos/pandas-dev/pandas/issues/22468 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22468/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22468/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22468/events | https://github.com/pandas-dev/pandas/issues/22468 | 353,016,721 | MDU6SXNzdWUzNTMwMTY3MjE= | 22,468 | wide_to_long mishandles string arg for `stubnames` | {
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"followers_url": "https://api.github... | 5 | 2018-08-22T15:51:38Z | 2018-09-23T20:11:03Z | 2018-09-23T20:11:03Z | NONE | null | wide_to_long should sanitize/format input args BEFORE sanity checking.
This bug report pertains to wide_to_long() in master/pandas/core/reshape/melt.py
#### Code Sample, a copy-pastable example if possible
```python
# This check (~line 411) needs to move below input sanitization (~line 425).
if any(col in ... | {
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- [ ] tests added / passed
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/22470 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22470/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22470/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22470/events | https://github.com/pandas-dev/pandas/pull/22470 | 353,120,914 | MDExOlB1bGxSZXF1ZXN0MjEwMjYxMjUx | 22,470 | BUG: resample Grouper in a list grouping on a column with NaT throws an error | {
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- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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https://api.github.com/repos/pandas-dev/pandas/issues/22471 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22471/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22471/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22471/events | https://github.com/pandas-dev/pandas/issues/22471 | 353,134,597 | MDU6SXNzdWUzNTMxMzQ1OTc= | 22,471 | TST/CLN: remove TestData from frame-tests; replace with fixtures | {
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> ok, pls open a new issue that refs this, to remove use of `TestData` in favor of fixtures
Started the process in that PR by creating a `conftest.py` that translates all the current attributes of `TestData` to fixtures, with the following "translation guide":
* `frame` -> `float_fra... | {
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- [ y] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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```python
dates = pd.date_range('20180101', periods=2, freq='D')
df = pd.DataFrame([1, 2], index=dates)
# 1. (runs fine)
df.loc[pd.Timestamp('20180101')]
# 2. (runs fine)
df.loc['20180101']
# 3. (runs fine)
df.loc[[pd.Timestamp('20180101')]]
# 4. (KeyE... | {
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"followers_url": "https://api.github... | 5 | 2018-08-23T00:19:44Z | 2018-08-26T18:33:41Z | 2018-08-24T07:28:07Z | CONTRIBUTOR | null | With reference to: #22459. I have fixed up the agg/map doc strings for `pandas/core/series.py` so they now pass our doc tests. CC @jorisvandenbossche
Thanks,
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- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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Fix the DataFrame.to_csv docstring to match `scripts/validate_docstrings.py` as explained in #22459. I also added an example. Is the whatsnew entry needed for documentation too?
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>>> import pandas as pd
>>> series = pd.Series(index=range(5), dtype=str)
>>> series
0 n
1 n
2 n
3 n
4 n
dtype: object
>>> pd.show_versions()
INSTALLED VERSIONS
------------------
commit: None
python: 3.6.0.final.0
python-bits: 64
OS: Darwin
OS-release: 14.3.0
machine: x86_6... | {
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"followers_url": "https://api.github... | 2 | 2018-08-23T04:54:35Z | 2018-10-03T07:28:07Z | 2018-10-03T07:28:07Z | CONTRIBUTOR | null | #### Code Sample, a copy-pastable example if possible
```python
In [41]: s
Out[41]:
0 1
1 2
2 3
dtype: Int64
In [42]: s.values
Out[42]: IntegerArray([1, 2, 3], dtype='Int64')
In [43]: s + s.values
---------------------------------------------------------------------------
UnboundLocalError ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22479 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22479/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22479/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22479/events | https://github.com/pandas-dev/pandas/pull/22479 | 353,224,763 | MDExOlB1bGxSZXF1ZXN0MjEwMzMwNjY3 | 22,479 | BUG: fix Series(extension array) + extension array values addition | {
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"followers_url": "https://api.github... | 24 | 2018-08-23T04:57:40Z | 2018-10-03T11:51:01Z | 2018-10-03T07:28:08Z | CONTRIBUTOR | null | - [x] closes #22478
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/22480 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22480/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22480/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22480/events | https://github.com/pandas-dev/pandas/issues/22480 | 353,280,399 | MDU6SXNzdWUzNTMyODAzOTk= | 22,480 | Please add detail message instead of `Killed` | {
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I have two large DataFrame to join, console output `Killed` after join. I have to add log to every function to locate it is by pandas,. You should really add a proper error message , to tell people where this error come from and why
This https://github.com/dask/hdfs3/issues/168 may c... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22481 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22481/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22481/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22481/events | https://github.com/pandas-dev/pandas/issues/22481 | 353,313,223 | MDU6SXNzdWUzNTMzMTMyMjM= | 22,481 | String method `.contains()` doesn't return True when it should | {
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See attached screenshot:
<img width="551" alt="screen shot 2018-08-23 at 12 03 51" src="https://user-image... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22482 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22482/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22482/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22482/events | https://github.com/pandas-dev/pandas/pull/22482 | 353,366,750 | MDExOlB1bGxSZXF1ZXN0MjEwNDM3NTUz | 22,482 | BUG: loffset has no effect when passing in a numpy.timedelta64 | {
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"followers_url": "https://api.github... | 4 | 2018-08-23T12:52:52Z | 2018-09-04T11:09:21Z | 2018-09-04T11:09:18Z | CONTRIBUTOR | null | - [x] closes #7687
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/22483 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22483/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22483/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22483/events | https://github.com/pandas-dev/pandas/issues/22483 | 353,370,276 | MDU6SXNzdWUzNTMzNzAyNzY= | 22,483 | Capture STDOUT For Validations Script Tests | {
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https://github.com/pandas-dev/pandas/pull/20061#issuecomment-415339418 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22484 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22484/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22484/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22484/events | https://github.com/pandas-dev/pandas/issues/22484 | 353,428,359 | MDU6SXNzdWUzNTM0MjgzNTk= | 22,484 | API: better error-handling for df.set_index | {
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Let's have
```df = pd.DataFrame(np.random.randn(5, 5), columns=list('ABCDE'))```
The error handling of `df.set_index` can be improved in at least three cases:
1. ```df.set_index(['A', 'A'], drop=False)``` works, while
```df.set_index(['A', 'A'], drop=True)``` yields
```KeyError: 'A'``... | {
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- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
split off of #22236, and so builds on top of it.
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https://api.github.com/repos/pandas-dev/pandas/issues/22487 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22487/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22487/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22487/events | https://github.com/pandas-dev/pandas/issues/22487 | 353,432,513 | MDU6SXNzdWUzNTM0MzI1MTM= | 22,487 | DataFrame.gropuby().mean() incorrect result | {
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Anybody knows why I'm having different results when I apply the same operator to the same DataFrame but using groupby?
When using groupby , It returned negative values while all values are positive.
```
from pandas import DataFrame
df = DataFrame({"user":["A", "A", "A", "A", "A"],
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https://api.github.com/repos/pandas-dev/pandas/issues/22488 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22488/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22488/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22488/events | https://github.com/pandas-dev/pandas/pull/22488 | 353,531,290 | MDExOlB1bGxSZXF1ZXN0MjEwNTU5MzY3 | 22,488 | BUG: resample with TimedeltaIndex, fenceposts are off | {
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"followers_url": "https://api.github... | 7 | 2018-08-23T19:59:09Z | 2018-09-05T11:31:07Z | 2018-09-05T11:31:04Z | CONTRIBUTOR | null | - [x] closes #13022
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/22489 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22489/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22489/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22489/events | https://github.com/pandas-dev/pandas/pull/22489 | 353,558,198 | MDExOlB1bGxSZXF1ZXN0MjEwNTc5NTEx | 22,489 | Wrong error message in HDFStore.append | {
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] | closed | false | null | [] | null | 5 | 2018-08-23T21:21:18Z | 2018-08-24T14:53:34Z | 2018-08-24T14:53:34Z | NONE | null | Updated pytables.py to clarify error message when appending dataframe with None item in previously string-only column
- [ ] closes #16300
- [ ] tests passed
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/22490 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22490/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22490/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22490/events | https://github.com/pandas-dev/pandas/pull/22490 | 353,573,972 | MDExOlB1bGxSZXF1ZXN0MjEwNTkxMTI2 | 22,490 | BUG:reorder type check/conversion so wide_to_long handles str arg for… | {
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"followers_url": "https://api.github... | 13 | 2018-08-23T22:17:05Z | 2018-09-24T01:28:42Z | 2018-09-23T20:11:03Z | CONTRIBUTOR | null | closes #22468
- [x] closes #xxxx
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
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```python
pd.DataFrame({'a': [1, 2, 3], 'b': [4, 5, np.nan]}).merge(pd.DataFrame({'c': [6, 7, 8, 9], 'd': [4, np.nan, np.nan, 5]}), how='left', left_on='b', right_on='d')
```
#### Problem description
df1:
| a | b
-- | -- | --
0 | 1 | 4.0
1 | 2 | 5.... | {
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"followers_url": "https://api.github... | 2 | 2018-08-24T03:04:52Z | 2018-08-31T10:10:59Z | 2018-08-31T10:10:59Z | CONTRIBUTOR | null | #### Problem description
Below I present two methods to calculate the time difference between two `pd.Timestamp`'s. The first way is the native python `datetime` subtraction, whereas the second way wraps things in a `pd.Series`. They should be equivalent. In example 1 the output is correct; but in example 2 the resu... | {
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```python
a = pd.DataFrame(np.array(range(8)).reshape(4, 2), pd.MultiIndex.from_product([['a1', 'a2'], ['b1', 'b2']]), ['c1', 'c2'])
a
# c1 c2
# a1 b1 0 1
# b2 2 3
# a2 b1 4 5
# b2 6 7
a.loc['a1']
# c1 c2
# b1 0 1
... | {
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"followers_url": "https://api.github... | 4 | 2018-08-24T04:43:59Z | 2018-08-29T15:56:04Z | 2018-08-29T12:31:53Z | MEMBER | null | I _think_ after #22457 we do not need the `np.asarray` calls that were introduced in #22380 | {
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] | closed | false | null | [] | null | 2 | 2018-08-24T06:45:52Z | 2018-08-24T15:13:36Z | 2018-08-24T15:13:35Z | CONTRIBUTOR | null | #### My code
```python
import pandas as pd
df3 = pd.DataFrame({"sip":["a","b","c","d"],"h3":[6.0,7.0,9.0,0.0]}).set_index("sip")
df4 = pd.DataFrame({"sip":["a","b","c","d"],"h3":[6.0,7.0,9.0,0.0]}).set_index("sip")
df5 = pd.DataFrame({"sip5":["a","b","c","d"],"h3":[6.0,7.0,9.0,0.0]}).set_index("sip5")
df6 =... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22496 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22496/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22496/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22496/events | https://github.com/pandas-dev/pandas/issues/22496 | 353,677,804 | MDU6SXNzdWUzNTM2Nzc4MDQ= | 22,496 | Add support for "regex" library | {
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```python
import re
import pandas as pd
import regex
df = pd.DataFrame({"a": [1, 2, 3], "b": ["a", "1", "2"]})
pattern = r"\d"
df.b.str.match(pattern)
df.b.str.match(re.compile(pattern))
df.b.str.match(regex.compile(pattern)) # throws typeError
`... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22497 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22497/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22497/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22497/events | https://github.com/pandas-dev/pandas/issues/22497 | 353,682,595 | MDU6SXNzdWUzNTM2ODI1OTU= | 22,497 | Saving and reloading a csv on Windows with a \n-character in a field replaces \n with \r\n. | {
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"... | open | false | null | [] | null | 1 | 2018-08-24T07:56:23Z | 2020-04-05T01:19:34Z | null | NONE | null | #### Code Sample, a copy-pastable example if possible
```python
filename = "E:\\Temp\\newline_test.csv"
import pandas as pd
df1 = pd.DataFrame({"A":["test","te\nst"]})
df1.to_csv(filename,index=False)
df2 = pd.read_csv(filename)
print(df1)
print(df2)
```
#### Problem description
Take a dataframe that has a... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22498 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22498/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22498/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22498/events | https://github.com/pandas-dev/pandas/issues/22498 | 353,693,687 | MDU6SXNzdWUzNTM2OTM2ODc= | 22,498 | the latest version of pd.Timestamp issue on transforming timestamp | {
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"followers_url": "https://api.github.com/users/jorisva... | 3 | 2018-08-24T08:34:58Z | 2018-08-24T15:08:03Z | 2018-08-24T15:07:51Z | NONE | null | ```python
In [1]: import pandas as pd
In [2]: pd.Timestamp.fromtimestamp(1535097720.0).timestamp()
Out[2]: 1535126520.0
```
the input is:1535097720.0 and the output is:1535126520.0
It seems pd.Timestamp use the local time zone to format the time and then treat it as UTC+0,but it's wrong.
in version 0.21.... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22499 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22499/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22499/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22499/events | https://github.com/pandas-dev/pandas/pull/22499 | 353,788,314 | MDExOlB1bGxSZXF1ZXN0MjEwNzQzOTMx | 22,499 | CI: Bump to NumPy compat to 1.9.3 | {
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"followers_url": "https://api.github... | 3 | 2018-08-24T13:41:26Z | 2018-08-24T14:26:30Z | 2018-08-24T14:20:12Z | CONTRIBUTOR | null | 1.9.2 doesn't seem to be available in `/pkgs/main`. We're seeing errors like
```
ImportError: libgfortran.so.1: cannot open shared object file: No such file or directory
```
when importing numpy.
Switching to 1.9.3 (which is available in main) solves that for me locally. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22500 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22500/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22500/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22500/events | https://github.com/pandas-dev/pandas/issues/22500 | 353,829,431 | MDU6SXNzdWUzNTM4Mjk0MzE= | 22,500 | Assigning with loc using an index with string values | {
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```python
import numpy as np
import pandas as pd
import pytest # Not run via pytest -- just used for exception testing
def create_df(total, index=None):
dma = [501, 501, 501, 501, 501, 501, 502, 502, 502, 502, 502, 502]
size = [1, 1, 1, 2, 2, 2, 1, 1,... | {
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```python
import pandas as pd
from pandas.api.types import CategoricalDtype
cat_type1 = CategoricalDtype(categories=["a", "b", "c"], ordered=False)
cat_type2 = CategoricalDtype(categories=["c", "b", "a"], ordered=False)
print('Check dtypes are equivalent... | {
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"color": "bfe5... | closed | false | null | [] | null | 6 | 2018-08-24T21:54:56Z | 2018-11-23T03:34:00Z | 2018-11-23T03:34:00Z | NONE | null | …tant_memory set to true, most of the cells are empty. Now raises NotImlementedError. #15392
- [x] closes #15392
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/22503 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22503/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22503/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22503/events | https://github.com/pandas-dev/pandas/pull/22503 | 353,997,622 | MDExOlB1bGxSZXF1ZXN0MjEwODk0MDE3 | 22,503 | CLN: Remove versionadded in groupby.rst | {
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- [x] tests added / passed
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
Updated `pandas.date_range` and `pandas.bdate_range` docstrings to resolve errors raised from `scripts/validate_docstrings.py` from #22459. Also added an example to `pandas.bdate... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22505 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22505/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22505/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22505/events | https://github.com/pandas-dev/pandas/pull/22505 | 354,016,412 | MDExOlB1bGxSZXF1ZXN0MjEwOTA0ODcy | 22,505 | Fix DataFrame.to_string() justification (2) | {
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closes #13032
- [ ] tests added / passed
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
'Competes' with #22437 which attempts to revert `% d` to `%d` as suggested here: https://github.com/pandas-dev/pandas/issues/13032#issue-151973347 That turned o... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22506 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22506/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22506/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22506/events | https://github.com/pandas-dev/pandas/issues/22506 | 354,020,358 | MDU6SXNzdWUzNTQwMjAzNTg= | 22,506 | computing mean on non-numeric column turns dataframe into a complex number? | {
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"c... | closed | false | null | [] | null | 10 | 2018-08-25T15:18:17Z | 2018-10-01T17:48:24Z | 2018-09-08T16:20:09Z | NONE | null | #### Code Sample, a copy-pastable example if possible
```python
import pandas as pd
df = pd.DataFrame({ ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22507 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22507/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22507/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22507/events | https://github.com/pandas-dev/pandas/issues/22507 | 354,028,460 | MDU6SXNzdWUzNTQwMjg0NjA= | 22,507 | Cannot import pandas after building from source | {
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```bash
(pandas-dev) pulkitmaloo@Pulkits-MacBook-Pro ~/Box Sync/Workspace/Github/Open-Source/pandas-pulkitmaloo/pandas/core (master)
$ git pull upstream master --ff-only
From https://github.com/pandas-dev/pandas
* branch master -> FETCH_HE... | {
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- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/22509 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22509/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22509/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22509/events | https://github.com/pandas-dev/pandas/issues/22509 | 354,056,107 | MDU6SXNzdWUzNTQwNTYxMDc= | 22,509 | Wrong output of GroupBy transform with string input (e.g., transform('rank')) | {
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```python
import pandas as pd
df = pd.DataFrame([[1, 10], [1, 20], [2, 40], [2, 30]], columns=['a', 'b'])
print("%s\n" % df)
print("Output of df.groupby('a')['b'].transform('rank'):\n%s\n" %
df.groupby('a')['b'].transform('rank'))
print("Out... | {
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- [x] tests added / passed
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Updated `Series.apply` docstring to resolve errors raised from scripts/validate_docstrings.py from #22459. | {
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closes #12423
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
Proposal to make a new repr for MultiIndex. Displaying MultiIndex will be based on displaying vertically stacked tuples, as discussed in #13480. This makes it easier t... | {
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