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https://api.github.com/repos/pandas-dev/pandas/issues/22312 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22312/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22312/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22312/events | https://github.com/pandas-dev/pandas/issues/22312 | 350,013,703 | MDU6SXNzdWUzNTAwMTM3MDM= | 22,312 | DatetimeIndex.map() preserves freq only for some functions | {
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... | open | false | null | [] | null | 0 | 2018-08-13T12:43:35Z | 2020-04-01T03:32:10Z | null | MEMBER | null | #### Code Sample, a copy-pastable example if possible
```python
In [2]: idx = pd.date_range(start='2010-08-08', end='2010-08-15')
In [3]: idx.map(lambda x : x + pd.Timedelta('3 days'))
Out[3]:
DatetimeIndex(['2010-08-11', '2010-08-12', '2010-08-13', '2010-08-14',
'2010-08-15', '2010-08-16', '2... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22313 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22313/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22313/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22313/events | https://github.com/pandas-dev/pandas/issues/22313 | 350,021,198 | MDU6SXNzdWUzNTAwMjExOTg= | 22,313 | "closed" is reset to 'right' when interval is multiplied by scalar | {
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"color": "00... | closed | false | null | [] | {
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"followers_url": "https://api.github... | 1 | 2018-08-13T13:05:07Z | 2018-08-14T14:28:28Z | 2018-08-14T14:28:28Z | MEMBER | null | #### Code Sample, a copy-pastable example if possible
```python
In [2]: pd.Interval(0, 2, closed='left') * 2
Out[2]: Interval(0, 4, closed='right')
```
#### Problem description
I see no reason why multiplying an ``Interval`` by a scalar should change its "direction".
#### Expected Output
```
Out[2]: ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22314 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22314/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22314/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22314/events | https://github.com/pandas-dev/pandas/issues/22314 | 350,027,582 | MDU6SXNzdWUzNTAwMjc1ODI= | 22,314 | Document `deep` parameter in ExtensionArray.copy | {
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] | closed | false | null | [] | null | 11 | 2018-08-13T13:22:45Z | 2019-07-23T18:00:29Z | 2019-07-23T18:00:28Z | CONTRIBUTOR | null | And pass it through via `Series.copy`.
```diff
diff --git a/pandas/tests/extension/decimal/array.py b/pandas/tests/extension/decimal/array.py
index 108b8874b..7085a231b 100644
--- a/pandas/tests/extension/decimal/array.py
+++ b/pandas/tests/extension/decimal/array.py
@@ -78,6 +78,7 @@ class DecimalArray(Extensi... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22315 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22315/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22315/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22315/events | https://github.com/pandas-dev/pandas/issues/22315 | 350,074,506 | MDU6SXNzdWUzNTAwNzQ1MDY= | 22,315 | Index() constructor is inconsistent in detecting subclass-specific keyword arguments | {
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"followers_url": "https://api.github.com/users/j... | 1 | 2018-08-13T15:16:54Z | 2020-12-22T23:45:29Z | 2020-12-22T23:45:29Z | MEMBER | null | #### Code Sample, a copy-pastable example if possible
```python
In [2]: pd.Index(['20000101', '20000102'])
Out[2]: Index(['20000101', '20000102'], dtype='object')
In [3]: pd.Index(['20000101', '20000102'], freq='D')
Out[3]: Index(['20000101', '20000102'], dtype='object')
In [4]: pd.Index(['20000101', '20000... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22316 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22316/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22316/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22316/events | https://github.com/pandas-dev/pandas/issues/22316 | 350,085,797 | MDU6SXNzdWUzNTAwODU3OTc= | 22,316 | Match can return non-boolean results yet warning suggests results are boolean | {
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"followers_url": "https://api.github... | 5 | 2018-08-13T15:45:00Z | 2018-09-07T12:47:56Z | 2018-09-07T12:47:56Z | NONE | null | #### Code Sample, a copy-pastable example if possible
```python
In [26]: pd.Series(['a', 'b', 4]).str.match('a')
Out[26]:
0 True
1 False
2 NaN
dtype: object
In [27]: pd.Series(['a', 'b', 4]).str.match('a', as_indexer=True)
# C:\Users\username\AppData\Local\Continuum\Anaconda3\Scripts\ipython:1:... | {
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to_json method provides date in either epoch or iso format. Would be nice if we can support more date formats like UTC, GMT etc. | {
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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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- [ ] tests added / passed
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https://api.github.com/repos/pandas-dev/pandas/issues/22321 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22321/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22321/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22321/events | https://github.com/pandas-dev/pandas/pull/22321 | 350,167,002 | MDExOlB1bGxSZXF1ZXN0MjA4MDgyOTU5 | 22,321 | CLN: Remove unused method | {
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This method isn't used anywhere in the codebase, good to delete? | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22322 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22322/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22322/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22322/events | https://github.com/pandas-dev/pandas/pull/22322 | 350,168,244 | MDExOlB1bGxSZXF1ZXN0MjA4MDgzODkw | 22,322 | CLN: Remove variable assignment on CI script | {
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"followers_url": "https://api.github... | 2 | 2018-08-13T19:49:26Z | 2018-08-26T18:38:16Z | 2018-08-14T00:05:41Z | CONTRIBUTOR | null | Looks to me like this variable assignment is not required since on line 19 `old_class = current_class` | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22323 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22323/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22323/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22323/events | https://github.com/pandas-dev/pandas/pull/22323 | 350,168,572 | MDExOlB1bGxSZXF1ZXN0MjA4MDg0MTM1 | 22,323 | CLN: Remove unused param | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22324 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22324/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22324/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22324/events | https://github.com/pandas-dev/pandas/pull/22324 | 350,170,693 | MDExOlB1bGxSZXF1ZXN0MjA4MDg1NzY3 | 22,324 | CLN: Remove deprecated method | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22325 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22325/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22325/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22325/events | https://github.com/pandas-dev/pandas/pull/22325 | 350,172,762 | MDExOlB1bGxSZXF1ZXN0MjA4MDg3MzYy | 22,325 | SparseArray is an ExtensionArray | {
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Closes #19506
Closes https://github.com/pandas-dev/pandas/issues/22835
High-level summary: SparseArray is an ExtensionArray. It's no longer an ndarray subclass. The actual data model hasn't changed at all, it's still an array and a `sparse_index`. Only now the sparse values are `self.sparse_values`... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22326 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22326/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22326/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22326/events | https://github.com/pandas-dev/pandas/issues/22326 | 350,174,394 | MDU6SXNzdWUzNTAxNzQzOTQ= | 22,326 | Clarify is_bool_indexer for Extension dtypes | {
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"followers_url": "https://api.github... | 4 | 2018-08-13T20:07:38Z | 2018-09-20T14:01:32Z | 2018-09-20T14:01:32Z | CONTRIBUTOR | null | What do we want here?
```python
In [1]: import pandas as pd
In [2]: pd.core.common.is_bool_indexer(pd.Categorical([True, True]))
Out[2]: False
```
working around this in https://github.com/pandas-dev/pandas/pull/22325/ | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22327 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22327/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22327/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22327/events | https://github.com/pandas-dev/pandas/pull/22327 | 350,224,889 | MDExOlB1bGxSZXF1ZXN0MjA4MTI4MTE5 | 22,327 | CLN: Parameterize test case | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22328 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22328/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22328/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22328/events | https://github.com/pandas-dev/pandas/issues/22328 | 350,233,104 | MDU6SXNzdWUzNTAyMzMxMDQ= | 22,328 | DataFrame.corrwith has unintuitive behavior | {
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"followers_url": "https://api.github... | 3 | 2018-08-13T23:50:25Z | 2018-12-31T13:17:54Z | 2018-12-31T13:17:54Z | MEMBER | null | ```python
import numpy as np
import pandas as pd
np.random.seed(2357)
df1 = pd.DataFrame(np.random.normal(size=(100, 3)))
df2 = pd.DataFrame(np.random.normal(size=(100, 3)))
# not clear what this means
df1.corrwith(df2)
# simply renaming columns produces nans
df2.columns = ["a", "b", "c"]
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https://api.github.com/repos/pandas-dev/pandas/issues/22329 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22329/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22329/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22329/events | https://github.com/pandas-dev/pandas/pull/22329 | 350,251,506 | MDExOlB1bGxSZXF1ZXN0MjA4MTQ3Nzcx | 22,329 | CLN: de-duplicate index validation code | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22330 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22330/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22330/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22330/events | https://github.com/pandas-dev/pandas/issues/22330 | 350,268,543 | MDU6SXNzdWUzNTAyNjg1NDM= | 22,330 | BUG: MultiIndex name lost when using .loc with missing index values | {
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```python
# Your code here
import pandas as pd
K = 10000
l1 = list(range(K))
l2 = list(range(K))
index = pd.MultiIndex.from_tuples(list(zip(l1, l2)), names=['first', 'second'])
data = [[1, 2]] * K
df = pd.DataFrame(data, index=index, columns=['c1', 'c2'])... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22331 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22331/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22331/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22331/events | https://github.com/pandas-dev/pandas/pull/22331 | 350,276,059 | MDExOlB1bGxSZXF1ZXN0MjA4MTY1MzQ0 | 22,331 | BUG: Interval scalar arithmetic operations reset closed | {
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"followers_url": "https://api.github... | 1 | 2018-08-14T04:24:22Z | 2018-08-14T14:28:57Z | 2018-08-14T14:28:28Z | MEMBER | null | - [X] closes #22313
- [X] tests added / passed
- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [X] whatsnew entry
Including this with 0.24.0 for the time being; I think this would be easy to backport into 0.23.5 since this looks to be disjoint from the other interval related changes but tho... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22332 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22332/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22332/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22332/events | https://github.com/pandas-dev/pandas/issues/22332 | 350,282,990 | MDU6SXNzdWUzNTAyODI5OTA= | 22,332 | Index.get_indexer() throws when None and at least one of np.nan, pd.NaT are present in input | {
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"followers_url": "https://api.github... | 1 | 2018-08-14T05:13:58Z | 2018-09-18T12:51:16Z | 2018-09-18T12:51:16Z | CONTRIBUTOR | null | #### Code Sample
```python
arr=pd.unique(np.array([pd.NaT, None], dtype=np.object))
index=pd.Index(arr, dtype=np.object).get_indexer([])
```
#### Problem description
throws "Reindexing only valid with uniquely valued Index objects".
This is also the case for `[np.nan, None]`
#### Expected Output
It s... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22333 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22333/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22333/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22333/events | https://github.com/pandas-dev/pandas/issues/22333 | 350,290,068 | MDU6SXNzdWUzNTAyOTAwNjg= | 22,333 | is_sequence is too aggressive for determining how to print | {
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"color": "00980... | closed | false | null | [] | null | 3 | 2018-08-14T05:56:52Z | 2019-06-24T09:46:36Z | 2019-06-24T09:46:36Z | CONTRIBUTOR | null | #### Code Sample, a copy-pastable example if possible
```python
import pandas as pd
class Foo(object):
def __len__(self):
return 3
def __iter__(self):
return iter([1, 2, 3])
class Bar(Foo):
def __repr__(self):
return "Hello world"
print(pd.DataFrame([[Foo()],
... | {
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```
In [6]: df = pd.DataFrame({'sales': [3, 2, 3],
...: 'visits': [20, 42, 28],
...... | {
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... | 5 | 2018-08-14T09:26:07Z | 2020-10-18T22:46:27Z | null | MEMBER | null | #### Code Sample, a copy-pastable example if possible
```python
In [1]: import pandas as pd
In [2]: idx = pd.Index([2, 4, 6])
In [3]: idx.__inv__()
Out[3]: Int64Index([-2, -4, -6], dtype='int64')
```
#### Problem description
``idx.__inv__`` does what ``idx.__neg__`` does, and not do what its name sugges... | {
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"color": "20... | closed | false | null | [] | null | 10 | 2018-08-14T10:01:06Z | 2018-11-04T16:15:05Z | 2018-11-04T16:15:04Z | MEMBER | null | - [x] closes #22335
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
@jreback @jorisvandenbossche suggestions on where to put a test (``pandas/tests/test_arithmetic.py`` would seem the right place, except it only contains tests involving datetime... | {
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"followers_url": "https://api.github... | 5 | 2018-08-14T10:04:33Z | 2018-08-16T10:32:32Z | 2018-08-16T10:32:32Z | CONTRIBUTOR | null | https://travis-ci.org/pandas-dev/pandas/jobs/415820574, this is the numpy-dev build
we are building dateutil from source: dateutil: 2.7.3.dev208+g510359d
is causing the following
```
=================================== FAILURES ===================================
_____ TestDatetimeIndexTimezones.test_timetz_a... | {
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"followers_url": "https://api.github... | 4 | 2018-08-14T10:06:38Z | 2018-09-14T01:54:18Z | 2018-09-14T01:54:18Z | CONTRIBUTOR | null | https://travis-ci.org/pandas-dev/pandas/jobs/415820572: this is the 3.6 build
```
=============================== warnings summary ===============================
pandas/tests/io/test_sql.py::TestSQLApiConn::()::test_read_sql_iris
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"i... | closed | false | null | [] | null | 1 | 2018-08-14T11:00:30Z | 2018-08-17T07:59:47Z | 2018-08-17T07:59:47Z | CONTRIBUTOR | null | #### Code Sample, a copy-pastable example if possible
code diff to reproduce the issue
```
diff --git a/pandas/core/resample.py b/pandas/core/resample.py
index 4a3625b2d..c82382f96 100644
--- a/pandas/core/resample.py
+++ b/pandas/core/resample.py
@@ -1043,7 +1043,7 @@ class PeriodIndexResampler(DatetimeInde... | {
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I have tried following the steps of this answer [here](https://stackoverflow.com/questions/31532501/how-to-install-pandas-library-in-qgis-python/31533128#31533128)
Uninstalled and reinstalled pandas using pip, and confirm its added to the PATH, still not... | {
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"followers_url": "https://api.github.com/users/jorisva... | 4 | 2018-08-14T12:26:16Z | 2018-08-15T12:44:36Z | 2018-08-15T12:44:21Z | CONTRIBUTOR | null | ```python
diff --git a/pandas/tests/io/parser/test_network.py b/pandas/tests/io/parser/test_network.py
index a7cc3ad98..2b728c03d 100644
--- a/pandas/tests/io/parser/test_network.py
+++ b/pandas/tests/io/parser/test_network.py
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def test_parse_public_s3_bucket(self, t... | {
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... | 2 | 2018-08-14T13:32:35Z | 2020-04-01T03:34:46Z | null | CONTRIBUTOR | null | At least under some conditions?
```python
>>> import locale
>>> import calendar
>>> import unicodedata
>>> from pandas._libs.tslibs import fields
>>> locale_name = "crh_UA.UTF-8"
>>> x = fields.get_locale_names('f_month', locale_name)[6].capitalize()
>>> y = calendar.month_name[6].capitalize()
>>> x == y
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split from https://github.com/pandas-dev/pandas/pull/22325
Note that this is just a partial fix to get sparse working. We have some issues:
for better or worse, categorical is still special cased. `Series[EA].astype('category')` will not yet dispatch to ... | {
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"followers_url": "https://api.github... | 4 | 2018-08-14T15:37:19Z | 2018-08-20T14:02:54Z | 2018-08-20T11:18:11Z | CONTRIBUTOR | null | closes #22290
split from https://github.com/pandas-dev/pandas/pull/22325
It's not clear what else we should be testing, since I'm not sure what all uses `Block.is_numeric`.
cc @jschendel | {
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"followers_url": "https://api.github... | 4 | 2018-08-14T16:46:27Z | 2018-10-12T12:19:58Z | 2018-10-12T12:19:58Z | CONTRIBUTOR | null | Creeping up to this in https://github.com/pandas-dev/pandas/pull/22345
A few questions
1. What should this look like for EA authors? What helpers can / should we provide?
2. How does this affect users? Specifically, assuming IntegerArray implements reductions, what's the dtype here?
```python
In [11]: df = p... | {
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"gists... | null | 16 | 2018-08-14T16:51:55Z | 2021-06-21T06:11:46Z | null | CONTRIBUTOR | null | I would like to request a `pandas.Series.query()` method that works identically to [`pandas.DataFrame.query()`](https://pandas.pydata.org/pandas-docs/stable/generated/pandas.DataFrame.query.html).
I have a large multi-indexed series that I would like to split into training and testing data for an ML research project... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22348 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22348/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22348/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22348/events | https://github.com/pandas-dev/pandas/issues/22348 | 350,517,868 | MDU6SXNzdWUzNTA1MTc4Njg= | 22,348 | Pandas to_datetime() breaks on or after 2262-04-12 | {
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```python
import pandas as pd
from datetime import datetime
# Works ok
dt = '2262-04-11'
datetime.strptime(dt, '%Y-%m-%d')
# Works ok
dt = '2262-04-11'
pd.to_datetime(dt, format='%Y-%m-%d')
# Works ok
dt = '2262-04-12'
datetime.strptime(dt, '%Y-%... | {
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"followers_url": "https://api.github... | 6 | 2018-08-14T17:31:41Z | 2018-08-17T12:27:31Z | 2018-08-16T10:43:03Z | CONTRIBUTOR | null | We have the `TestLocaleUtils` class in `tests/util/test_util.py`
https://github.com/pandas-dev/pandas/blob/master/pandas/tests/util/test_util.py#L421
which is more comprehensive and includes `test_get_locales` which is functionally identical.
- [ ] closes #xxxx
- [ ] tests added / passed
- [ ] passes `git diff u... | {
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user_table = get_user_table(user_id)
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pandas/tests/series/indexing/test_datetime.py::test_getitem_median_slice_bug
/home/travis/build/pandas-dev/pandas/pandas/core/internals/blocks.py:301: FutureWarning: Using a non-tuple sequence for mult... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22353 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22353/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22353/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22353/events | https://github.com/pandas-dev/pandas/issues/22353 | 350,628,403 | MDU6SXNzdWUzNTA2Mjg0MDM= | 22,353 | test_can_set_locale_invalid_get local failure | {
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```
self = <pandas.tests.util.test_util.TestLocaleUtils object at 0x13db41290>, monkeypatch = <_pytest.monkeypatch.MonkeyPatch object at 0x13db41450>
def test_can_set_locale_invalid_get(self, monkeypatch):
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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/22355 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22355/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22355/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22355/events | https://github.com/pandas-dev/pandas/issues/22355 | 350,636,225 | MDU6SXNzdWUzNTA2MzYyMjU= | 22,355 | [DISC][BUG] DataFrame broadcasting behavior | {
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```
df = pd.DataFrame(np.arange(6).reshape(3, 2), columns=['A', 'B'])
```
- [x] 1-D list and 1D np.array are treated differently, with the style of differentness dependent on shape:
```
>>> df =... | {
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- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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removed as_indexer(deprecated of 0.20.0) arg completely from str.match. | {
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```DataFrame.update(other, join='left', overwrite=True, filter_func=None, raise_conflict=False)```
and
```Series.update(other)```
I think Series should have the same keywords/capabilities, and ideally share the implementation, probably in `generic.py`. Relevant also in light of #22286 and #2... | {
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- N/A tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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I added is_float, is_integer_dtype in Index.\_\_contains\_\_.
If key is float and dtype of Index object is integer, return False. | {
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```python
# Your code here
import pandas as pd
from enum import Enum, IntEnum, auto
# Your code here
class ConnectionRoles(Enum):
Client = auto()
Server = auto()
dtype_role = pd.api.types.CategoricalDtype(categories=list(ConnectionRoles), orde... | {
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... | open | false | null | [] | null | 5 | 2018-08-15T08:26:40Z | 2020-04-01T03:35:09Z | null | NONE | null | #### Groupby is missing "semester"
```
from datetime import *
import pandas as pd
import numpy as np
df = pd.DataFrame()
days = pd.date_range(start="2017-05-17",
end="2017-11-29",
freq="1D")
df = pd.DataFrame({'DTIME': days, 'DATA': np.random.randint(50, high=80,... | {
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- [x] closes #20787
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`test_resample.py::TestPeriodIndex::test_resample_empty_dataframe` triggers new changes
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https://api.github.com/repos/pandas-dev/pandas/issues/22366 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22366/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22366/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22366/events | https://github.com/pandas-dev/pandas/pull/22366 | 350,797,595 | MDExOlB1bGxSZXF1ZXN0MjA4NTUzNjM1 | 22,366 | fixes #22085 (int type pandas.series.index contains float type key bug) | {
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- [ ] tests added / passed
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
checks for type using is_float, is_integer_dtype and if key is a float that does not resolve to an equivalent int and Index is int, returns false. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22367 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22367/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22367/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22367/events | https://github.com/pandas-dev/pandas/issues/22367 | 350,801,689 | MDU6SXNzdWUzNTA4MDE2ODk= | 22,367 | DataFrame.__setitem__ is broken for SparseArray | {
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] | closed | false | null | [] | null | 2 | 2018-08-15T13:04:51Z | 2018-10-13T11:38:04Z | 2018-10-13T11:38:04Z | CONTRIBUTOR | null | It doesn't sparsify, and the values are incorrect.
I'll fix this in #22325
```python
In [1]: import pandas as pd
In [2]: df = pd.DataFrame({"A": [1., None]})
In [3]: df['A'] = pd.SparseSeries(df.A)
In [4]: df.A.values
Out[4]: array([1., 1.])
In [5]: df = pd.DataFrame({"A": [True, False]})
In [6]... | {
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"de... | closed | false | null | [] | null | 3 | 2018-08-15T13:58:06Z | 2021-03-02T21:05:39Z | 2021-03-02T21:05:39Z | CONTRIBUTOR | null | There's lots of nested logic there (plus 1 more level from https://github.com/pandas-dev/pandas/pull/22343). Would be good to simplify this.
The components:
1. argument validation (could maybe do this elsewhere, not a big deal)
2. astyping *to* categorical is special cased. We'll want to remove that in favor of ... | {
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In this snippet of code:
```python
# Your code here
def pwr_offset (n_streams, delta):
#print ('n_streams:', n_streams, 'delta:', delta)
return 10 * log10 (np.sum (10**(-0.1*e) for e in find_pwr_offsets (n_streams, delta)))
df['esno_correction2'] ... | {
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"followers_url": "https://api.github... | 2 | 2018-08-15T16:47:17Z | 2020-04-05T17:40:23Z | 2018-08-16T10:08:10Z | MEMBER | null | Separates out parts of #22287 to troubleshoot persistent Travis failures. | {
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```python
import numpy as np
import pandas as pd
def f2(seed=789, niter=10):
rng = np.random.RandomState(seed=seed)
df = pd.DataFrame(index=np.arange(5))
df['x'] = rng.uniform(0, 2, size=5)
df['y'] = rng.uniform(0, 2, size=5)
df['cos... | {
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>>> import pandas as pd
>>> pd.__version__
'0.23.4'
>>> pd.RangeIndex(0, 3, 1, 'name')
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/mpfluege/.local/miniconda3/envs/pitchwalk/lib/python3.7/site-packages/pandas/core/indexes/range.py", line 74, in __new__
cls... | {
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```text
1,
2, 1.23, 4.56
3, 1.24, 4.57
4, 1.25, 4.58
...
```
I wrote some code like this:
```python
import pandas as pd
pd.read_csv('file.txt').values
```
And the output I got looked liked this:
```python
[[nan]
[nan]
[na... | {
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"followers_url": "https://api.github... | 38 | 2018-08-16T00:14:57Z | 2018-12-31T15:50:50Z | 2018-12-31T13:17:55Z | MEMBER | null | This PR is to enable `DataFrame.corrwith` to calculate rank correlations in addition to Pearson's correlation (and should hopefully be fully backwards compatible), as well as clarifying functionality in the docstring . An error message is generated if the user specifies a form of correlation that isn't implemented. T... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22376 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22376/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22376/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22376/events | https://github.com/pandas-dev/pandas/issues/22376 | 351,011,404 | MDU6SXNzdWUzNTEwMTE0MDQ= | 22,376 | DataFrame.apply fails for string function arguments with additional positional or keyword arguments | {
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"followers_url": "https://api.github... | 0 | 2018-08-16T00:16:50Z | 2018-08-23T10:42:55Z | 2018-08-23T10:42:55Z | CONTRIBUTOR | null | #### Code sample
```python
import pandas as pd
df = pd.DataFrame([[1, 2, 3], [1, 2, 3]])
df.apply('sum', axis=1, min_count=1)
```
#### Problem description
When we use the ``DataFrame.apply`` method with a string function argument (e.g. 'sum') and provide additional positional or keyword arguments it fails ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22377 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22377/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22377/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22377/events | https://github.com/pandas-dev/pandas/pull/22377 | 351,012,951 | MDExOlB1bGxSZXF1ZXN0MjA4NzE1OTc5 | 22,377 | BUG: Fix DataFrame.apply for string arg with additional args (#22376) | {
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"followers_url": "https://api.github... | 3 | 2018-08-16T00:26:04Z | 2018-08-23T10:42:59Z | 2018-08-23T10:42:56Z | CONTRIBUTOR | null | - [x] closes #22376
- [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/22378 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22378/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22378/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22378/events | https://github.com/pandas-dev/pandas/pull/22378 | 351,028,740 | MDExOlB1bGxSZXF1ZXN0MjA4NzI2OTQw | 22,378 | Fix and test scalar extension dtype op corner case | {
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"followers_url": "https://api.github... | 3 | 2018-08-16T02:04:00Z | 2020-04-05T17:38:47Z | 2018-08-18T07:52:15Z | MEMBER | null | Fixes the following behavior in master:
```
ser = pd.Series(['a', 'b', 'c'])
>>> ser + "category"
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "pandas/core/ops.py", line 1233, in wrapper
return dispatch_to_extension_op(op, left, right)
File "pandas/core/ops.py", line... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22379 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22379/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22379/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22379/events | https://github.com/pandas-dev/pandas/issues/22379 | 351,038,248 | MDU6SXNzdWUzNTEwMzgyNDg= | 22,379 | Nothing assigned (except nan) when use `loc` | {
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In [3]: rrDF = pd.DataFrame()
In [4]: rrDF.loc[:,'c']=thatDF.c
In [5]: rrDF
Out[5]:
c
0 9
1 8
2 8
...
18 5
19 9
20 0
In [6]: x
Out[6]:
result
0 0.0
1 0.0
2 0.0
...
18 0.0
19 0.0
20 0.0
In [7]: type(x)
Out[7]: pandas.core.frame.DataFrame
In [8... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22380 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22380/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22380/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22380/events | https://github.com/pandas-dev/pandas/pull/22380 | 351,042,020 | MDExOlB1bGxSZXF1ZXN0MjA4NzM2MDcy | 22,380 | BUG: fix read_csv to parse timezone correctly | {
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"followers_url": "https://api.github... | 20 | 2018-08-16T03:26:31Z | 2018-08-22T10:28:26Z | 2018-08-22T10:27:16Z | CONTRIBUTOR | null | Use `box=True` for `to_datetime()`, and adjust downstream processing to the change.
- [x] closes #22256
- [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/22381 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22381/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22381/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22381/events | https://github.com/pandas-dev/pandas/issues/22381 | 351,047,415 | MDU6SXNzdWUzNTEwNDc0MTU= | 22,381 | CategoricalBlock.array_dtype out of date? | {
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] | closed | false | null | [] | null | 2 | 2018-08-16T04:01:47Z | 2019-09-18T01:47:47Z | 2019-09-18T01:47:47Z | MEMBER | null | `CategoricalBlock.array_dtype` returns `np.object_`, but the docstring describes `array_dtype` as "the dtype to return if I want to construct this block as an array". Shouldn't the array constructed now be `Categorical`? In which case, shouldn't the dtype here be `self.dtype`? (which matches the base class, and in f... | {
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] | closed | false | null | [] | null | 4 | 2018-08-16T06:31:29Z | 2018-11-23T03:21:47Z | 2018-11-23T03:21:47Z | CONTRIBUTOR | null | This is very WIP, but might IMO be helpful in figuring out the EA interfaces, since it has some other requirements than the EAs so far. It makes some way towards #4480 and might be a basis for #21547, where the comments were effectively "make this an EA", e.g. @jreback:
> EA is an extension array & a dtype, both of wh... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22383 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22383/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22383/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22383/events | https://github.com/pandas-dev/pandas/issues/22383 | 351,123,493 | MDU6SXNzdWUzNTExMjM0OTM= | 22,383 | .ne fails with abiguous message if comparing a list of columns containing column name 'dtype' | {
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"followers_url": "https://api.github... | 9 | 2018-08-16T09:22:06Z | 2018-12-31T13:19:05Z | 2018-12-31T13:19:05Z | NONE | null | #### Code Sample, a copy-pastable example if possible
```python
df = pd.DataFrame([[0,1,2,'aa'],[0,1,2,'aa'],[0,1,5,'bb'],[0,1,5,'bb'],[0,1,5,'bb'],['cc',4,4,4]], columns=['a','b','c','dtype'])
df.loc[:, ['a', 'dtype']].ne(df.loc[:, ['a', 'dtype']])
In [10]: df
Out[10]:
a b c dtype
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... | 30 | 2018-08-16T12:30:52Z | 2021-10-31T22:03:52Z | null | CONTRIBUTOR | null | In https://github.com/pandas-dev/pandas/pull/22343, we're bumping into a few problems around casting to / from extension arrays.
1. Our current default implementation for `ExtensionArray.astype` doesn't handle target `dtype`s that are extension types (so `extension_array.astype('category')` fails). At the moment, ea... | {
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```python
import pandas as pd
import numpy as np
data = pd.DataFrame(np.ones(60000).astype('float32') * 1e6)
print(np.mean(data))
print(np.mean(data.values))
print(np.std(data))
print(np.std(data.values))
```
which results in the following output
```
0 999645.0
dtype: float3... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22386 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22386/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22386/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22386/events | https://github.com/pandas-dev/pandas/issues/22386 | 351,263,511 | MDU6SXNzdWUzNTEyNjM1MTE= | 22,386 | Support ExtensionArrarys for shift | {
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"followers_url": "https://api.github... | 0 | 2018-08-16T15:46:19Z | 2018-08-23T10:38:31Z | 2018-08-23T10:38:31Z | CONTRIBUTOR | null | This is needed for sparse. I have a separate PR incoming
```python
In [2]: import pandas as pd
In [3]: pd.Series([1, 2], dtype='Int8').shift()
---------------------------------------------------------------------------
AttributeError Traceback (most recent call last)
<ipython-input-... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22387 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22387/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22387/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22387/events | https://github.com/pandas-dev/pandas/pull/22387 | 351,271,170 | MDExOlB1bGxSZXF1ZXN0MjA4OTEwMDU4 | 22,387 | Support NDFrame.shift with EAs | {
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"followers_url": "https://api.github... | 19 | 2018-08-16T16:06:27Z | 2018-08-23T10:38:34Z | 2018-08-23T10:38:31Z | CONTRIBUTOR | null | Uses take internally.
Closes https://github.com/pandas-dev/pandas/issues/22386
One question: do we want to add `shift` to the interface, and dispatch to that? This just does the right thing at the block level, by writing a `shift` that'll work with an ExtensionArray.
CategoricalBlock still overrides `.shift` t... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22388 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22388/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22388/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22388/events | https://github.com/pandas-dev/pandas/issues/22388 | 351,329,735 | MDU6SXNzdWUzNTEzMjk3MzU= | 22,388 | Make EAs for all Block subclasses | {
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{... | closed | false | null | [] | null | 0 | 2018-08-16T19:03:36Z | 2019-07-09T15:23:22Z | 2019-07-09T15:23:22Z | MEMBER | null | A `Block` is basically an Array with `mgr_locs` attached. An `Index` is basically an Array with some fancy indexing and set operations. These should share a bunch of their code.
`Block.make_block` behaves essentially the same way as `Index._shallow_copy`. `blocks.make_block` behaves like `Index.__new__`. Some `v... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22389 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22389/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22389/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22389/events | https://github.com/pandas-dev/pandas/issues/22389 | 351,345,422 | MDU6SXNzdWUzNTEzNDU0MjI= | 22,389 | Series[sparse].to_sparse messes up length | {
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"followers_url": "https://api.github... | 0 | 2018-08-16T19:53:32Z | 2018-10-13T11:38:04Z | 2018-10-13T11:38:04Z | CONTRIBUTOR | null | ```python
In [23]: a = pd.Series(pd.SparseArray([1, 2, None, 2]))
In [24]: b = a.to_sparse()
In [25]: len(a), len(b)
Out[25]: (4, 3)
In [26]: b
Out[26]:
0 1.0
1 2.0
2 2.0
3
dtype: float64
IntIndex
Indices: array([0, 1, 2], dtype=int32)
```
Fixing in https://github.com/pandas-dev/pandas/p... | {
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"followers_url": "https://api.github... | 5 | 2018-08-16T20:35:04Z | 2018-08-23T15:46:31Z | 2018-08-23T10:37:07Z | MEMBER | null | Kind of surprising, but I don't see any Issues for these bugs. Might be because many of them were found after parametrizing arithmetic tests, so instead of Issues we had xfails.
xref #20088
xref #22163
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] wha... | {
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] | closed | false | null | [] | null | 1 | 2018-08-17T01:06:44Z | 2018-08-17T02:40:25Z | 2018-08-17T02:40:24Z | NONE | null | #### Code Sample, a copy-pastable example if possible
```python
# Your code here
self.feature_concated.to_hdf(self.h5_result_name, key='feature_data', mode='a', format='table')
self.feature_concated.to_hdf(self.h5_result_name, key='feature_data', mode='a')
```
#### Problem description
[this should explain **... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22392 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22392/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22392/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22392/events | https://github.com/pandas-dev/pandas/issues/22392 | 351,422,535 | MDU6SXNzdWUzNTE0MjI1MzU= | 22,392 | Overflow problem when writing large dataframe to HDF5 with table format. | {
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```python
# Your code here
self.feature_concated.to_hdf(self.h5_result_name, key='feature_data', mode='a', format='table')
self.feature_concated.to_hdf(self.h5_result_name, key='feature_data', mode='a')
```
#### Problem description
I need to save a large Da... | {
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One thought would be to have `qqplot` be a `Series` method which optionally takes another `Series` as an argument. If this argument is missing then `qqplot` could fall bac... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22394 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22394/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22394/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22394/events | https://github.com/pandas-dev/pandas/pull/22394 | 351,439,618 | MDExOlB1bGxSZXF1ZXN0MjA5MDMzNTgz | 22,394 | Bug in DataFrame.drop_duplicates for empty DataFrame throws error | {
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- [x] tests added / passed
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https://api.github.com/repos/pandas-dev/pandas/issues/22395 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22395/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22395/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22395/events | https://github.com/pandas-dev/pandas/pull/22395 | 351,484,900 | MDExOlB1bGxSZXF1ZXN0MjA5MDY1NDI4 | 22,395 | DOC: add pd.set_eng_float_format function in the API reference | {
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2. Document running locally with docker and `circle-ci` command | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22397 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22397/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22397/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22397/events | https://github.com/pandas-dev/pandas/issues/22397 | 351,560,105 | MDU6SXNzdWUzNTE1NjAxMDU= | 22,397 | Make Series.shift always a copy? | {
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"followers_url": "https://api.github... | 3 | 2018-08-17T11:33:52Z | 2018-09-15T12:25:21Z | 2018-09-15T12:25:21Z | CONTRIBUTOR | null | Right now, `Series.shift(0)` will just return the series. Shifting for all other periods induces a copy:
```python
In [1]: import pandas as pd
In [2]: a = pd.Series([1, 2])
In [3]: a.shift(1) is a
Out[3]: False
In [4]: a.shift(0) is a
Out[4]: True
```
Should we defensively copy on `0` as well, for a ... | {
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] | open | false | null | [] | null | 4 | 2018-08-17T11:55:00Z | 2018-08-18T19:29:21Z | null | MEMBER | null | We have some hacks to have class docstring pages without needing to build pages for all its methods/attributes.
For 0.22 docs this was working nicely:
https://pandas.pydata.org/pandas-docs/version/0.22.0/generated/pandas.Int64Index.html
But with 0.23, this now lists 'None' (which is a bit ugly on the page, but... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22399 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22399/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22399/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22399/events | https://github.com/pandas-dev/pandas/pull/22399 | 351,672,655 | MDExOlB1bGxSZXF1ZXN0MjA5MjA4MTE0 | 22,399 | Progress bar gbq | {
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```python
#!/usr/bin/env python
import numpy as np
import pandas as pd
import pandas.testing as pdt
# Notice these are identically constructed objects
x = pd.Series([0,
0.0131142231938,
1.77774652865e-05,
np.array([0.4722720840328748, 0.4216929... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22401 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22401/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22401/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22401/events | https://github.com/pandas-dev/pandas/issues/22401 | 351,695,783 | MDU6SXNzdWUzNTE2OTU3ODM= | 22,401 | Memory issues with `multiprocessing` and GroupBy on multiindex DataFrame | {
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```python
import pandas as pd
import multiprocessing as mp
import numpy as np
%load_ext memory_profiler
```
```python
def working_apply_function(x):
"""
Working version of apply function
"""
var_a = x["var_a"].values
var_b = x[... | {
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] | closed | false | null | [] | null | 16 | 2018-08-17T20:07:42Z | 2018-12-23T23:16:39Z | 2018-12-23T23:16:39Z | NONE | null | - [x] Closes #16827 partially : makes bubble plots possible by passing a column name as an argument ''s''
- [x] Replaces PR #20572 (updated and improved)
- [x] 2 tests added & passed
- [x] Passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] Whatsnew entry added for 0.24.0
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https://api.github.com/repos/pandas-dev/pandas/issues/22404 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22404/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22404/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22404/events | https://github.com/pandas-dev/pandas/pull/22404 | 351,729,370 | MDExOlB1bGxSZXF1ZXN0MjA5MjUwNjA0 | 22,404 | Updating `DataFrame.mode` docstring. | {
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] | closed | false | null | [] | null | 3 | 2018-08-17T20:31:39Z | 2018-09-30T04:22:37Z | 2018-09-30T04:22:37Z | MEMBER | null | Supersedes #20241 (source branch does not exist anymore). | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22405 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22405/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22405/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22405/events | https://github.com/pandas-dev/pandas/issues/22405 | 351,730,662 | MDU6SXNzdWUzNTE3MzA2NjI= | 22,405 | Consider directives when validating docstrings parameters | {
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"followers_url": "https://api.github... | 1 | 2018-08-17T20:36:27Z | 2018-08-23T16:04:04Z | 2018-08-23T16:04:04Z | MEMBER | null | When running the docstring validation script, errors are mistakenly reported if parameters have a `deprecated`, `versionadded` or `versionchanged` directive.
For example, when running `./scripts/validate_docstrings.py pandas.DataFrame.mode`, the next error is returned by the script:
```
#########################... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22406 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22406/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22406/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22406/events | https://github.com/pandas-dev/pandas/pull/22406 | 351,754,465 | MDExOlB1bGxSZXF1ZXN0MjA5MjY5NzU3 | 22,406 | CLN: dedent else part of Series._get_with | {
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"followers_url": "https://api.github... | 2 | 2018-08-17T22:16:15Z | 2018-10-27T08:19:10Z | 2018-08-20T10:41:54Z | CONTRIBUTOR | null | - [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
There is a gigantic and unneeded ``else`` clause in ``Series._get_with`` and it makes the code hard to read.
This PR removes the else clause and dedents its content one level. This helps readability.
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https://api.github.com/repos/pandas-dev/pandas/issues/22407 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22407/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22407/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22407/events | https://github.com/pandas-dev/pandas/issues/22407 | 351,798,258 | MDU6SXNzdWUzNTE3OTgyNTg= | 22,407 | df-df.mean(axis=1) gives Memory Error | {
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"followers_url": "https://api.github.com/users/jorisva... | 2 | 2018-08-18T07:11:35Z | 2018-08-18T11:26:47Z | 2018-08-18T10:47:05Z | NONE | null | #### Code Sample, a copy-pastable example if possible
```python
import pandas as pd
import numpy as np
df=pd.DataFrame(np.random.rand(150000,2))
s=df-df.mean(axis=1)
MemoryError:
```
#### Problem description
The snippet above fails in a Linux machine with 32gb of memory. Unless I am missing something, ther... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22408 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22408/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22408/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22408/events | https://github.com/pandas-dev/pandas/pull/22408 | 351,820,421 | MDExOlB1bGxSZXF1ZXN0MjA5MzEyMTQ2 | 22,408 | Changes to validate_docstring script to be able to check all docstrings at once | {
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"followers_url": "https://api.github... | 14 | 2018-08-18T13:28:48Z | 2018-10-13T18:43:10Z | 2018-10-13T18:20:49Z | MEMBER | null | - [ ] closes #xxxx
- [X] tests added / passed
- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
This PR includes two main changes:
1. When calling the `scripts/validate_docstrings.py` script without parameters, it returns a JSON with the validation of all docstrings.
2. R... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22409 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22409/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22409/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22409/events | https://github.com/pandas-dev/pandas/issues/22409 | 351,828,526 | MDU6SXNzdWUzNTE4Mjg1MjY= | 22,409 | selection within the DataFrame by empty series loses column schema | {
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"color": "00... | closed | false | null | [] | null | 1 | 2018-08-18T15:24:02Z | 2018-08-18T21:48:19Z | 2018-08-18T21:48:19Z | CONTRIBUTOR | null | #### Code Sample, a copy-pastable example if possible
```python
#!/usr/bin/env python
import numpy as np
import pandas as pd
df1 = pd.DataFrame(columns=['A', 'B', 'C'])
df1[pd.Series()].shape == df1.shape # False
df2 = pd.DataFrame(index=['A', 'B', 'C'])
df2[pd.Series()].shape == df2.shape # True
df3 = pd.... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22410 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22410/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22410/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22410/events | https://github.com/pandas-dev/pandas/issues/22410 | 351,844,385 | MDU6SXNzdWUzNTE4NDQzODU= | 22,410 | Feature Request: merge_asof with interpolation | {
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Define
```
np.random.seed(0)
start = pd.Timestamp("2018-07-23 09:00... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/22411 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/22411/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/22411/comments | https://api.github.com/repos/pandas-dev/pandas/issues/22411/events | https://github.com/pandas-dev/pandas/issues/22411 | 351,853,579 | MDU6SXNzdWUzNTE4NTM1Nzk= | 22,411 | Use fused types to avoid tempita | {
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"de... | closed | false | null | [] | null | 6 | 2018-08-18T21:26:59Z | 2018-10-23T02:49:06Z | 2018-10-23T02:26:44Z | MEMBER | null | A lot of the cython code is templated to avoid duplication, but is not especially readable (see anything in _libs with filename ending in ".pxi.in").
AFAICT we can use [fused types](https://cython.readthedocs.io/en/latest/src/userguide/fusedtypes.html#type-checking-specializations) and cython will internally generat... | {
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