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https://api.github.com/repos/pandas-dev/pandas/issues/24313 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24313/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24313/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24313/events | https://github.com/pandas-dev/pandas/pull/24313 | 391,512,400 | MDExOlB1bGxSZXF1ZXN0MjM4OTk1MDk2 | 24,313 | CLN: Add issue number | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24314 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24314/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24314/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24314/events | https://github.com/pandas-dev/pandas/issues/24314 | 391,514,853 | MDU6SXNzdWUzOTE1MTQ4NTM= | 24,314 | Numpy 'inf' values cause pandas.cut to fail | {
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"followers_url": "https://api.github... | 5 | 2018-12-16T23:02:14Z | 2018-12-19T01:49:50Z | 2018-12-18T13:03:50Z | NONE | null | #### Code Sample, a copy-pastable example if possible
```python
import pandas as pd
foo = pd.Series([1, 2, 3,])
bar = pd.Series([1, 2, 0])
baz = foo / bar
cut = pd.cut(baz, 8, duplicates='drop')
*** ValueError: missing values must be missing in the same location both left and right sides
```
#### Problem... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24315 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24315/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24315/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24315/events | https://github.com/pandas-dev/pandas/issues/24315 | 391,521,131 | MDU6SXNzdWUzOTE1MjExMzE= | 24,315 | SettingWithCopyWarning single- vs mixed-type dataframes | {
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It seems that pandas (at least `v0.23.4`) handles mixed-type and single-type dataframes differently when it comes to throwing `SettingWithCopyWarning`
```python
df = pd.DataFrame({'a': [4, 5, 6], 'c': [3, 2, 1]})
df._is_view # False
df._is_cached # False
df._is_mixed_t... | {
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"followers_url": "https://api.github... | 3 | 2018-12-17T00:55:32Z | 2018-12-17T12:43:00Z | 2018-12-17T12:42:56Z | MEMBER | null | In #24292 we made the doc build fail when there is a failure. But in PR builds, pushing to github pages is expected to fail, so the build job is failing for every PR now. Pushing docs to github pages only for `master` builds in this PR (we still build the docs, to make sure it doesn't fail). | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24317 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24317/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24317/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24317/events | https://github.com/pandas-dev/pandas/pull/24317 | 391,709,416 | MDExOlB1bGxSZXF1ZXN0MjM5MTQyMzI0 | 24,317 | Try conda canary | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24318 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24318/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24318/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24318/events | https://github.com/pandas-dev/pandas/issues/24318 | 391,729,451 | MDU6SXNzdWUzOTE3Mjk0NTE= | 24,318 | hash_pandas_object fails on empty dataframe with index=False | {
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... | 7 | 2018-12-17T14:11:00Z | 2019-12-01T17:46:14Z | null | CONTRIBUTOR | null | ```python
In [8]: df = pd.DataFrame(index=pd.Index([1, 2, 3]))
In [9]: pd.util.hash_pandas_object(df, index=False)
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
<ipython-input-9-23d57ac9e66b> in <module>
--... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24319 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24319/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24319/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24319/events | https://github.com/pandas-dev/pandas/pull/24319 | 391,741,560 | MDExOlB1bGxSZXF1ZXN0MjM5MTY3Mjgx | 24,319 | BUG: Ensure incomplete stata files are deleted | {
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- [x] closes N/A
- [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/24320 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24320/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24320/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24320/events | https://github.com/pandas-dev/pandas/pull/24320 | 391,754,453 | MDExOlB1bGxSZXF1ZXN0MjM5MTc3NDUx | 24,320 | DOC: Use sphinx link for internal link to contributing guide | {
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- [x] closes #24172
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... | closed | false | null | [] | null | 1 | 2018-12-17T16:22:06Z | 2019-07-15T13:35:20Z | 2019-07-15T13:35:20Z | CONTRIBUTOR | null | #### Code Sample, a copy-pastable example if possible
```python
pd.read_parquet(url_to_public_parquet_file_on_azure_blob)
```
#### Problem description
[The doc](https://pandas-docs.github.io/pandas-docs-travis/generated/pandas.read_parquet.html?highlight=read_parquet#pandas.read_parquet) says `path` parameter ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24323 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24323/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24323/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24323/events | https://github.com/pandas-dev/pandas/issues/24323 | 391,860,727 | MDU6SXNzdWUzOTE4NjA3Mjc= | 24,323 | API: Remove 'codes' parameter from MultiIndex signature, and add 'data' | {
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Now that the signature is being changed anyway, I've started to think about if this is even the right signature:
I think ``codes`` should actually be an implementation detail, and... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24324 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24324/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24324/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24324/events | https://github.com/pandas-dev/pandas/pull/24324 | 391,875,271 | MDExOlB1bGxSZXF1ZXN0MjM5MjcyMDc3 | 24,324 | REF/TST: Add more pytest idiom to resample/test_base.py | {
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- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ n/a] whatsnew entry
in this pass:
- restructure fixtures in order to parametrize base class tests
- remove test base class
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https://api.github.com/repos/pandas-dev/pandas/issues/24325 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24325/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24325/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24325/events | https://github.com/pandas-dev/pandas/issues/24325 | 391,888,071 | MDU6SXNzdWUzOTE4ODgwNzE= | 24,325 | pandas.Series docstrings dtype information | {
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dtype : numpy.dtype or None
If None, dtype will be inferred
I'm new at this so I don't know all the dtypes that are valid, but at the very least I see that I can write dtype='category' yet categorical_dtype is (as far as I know) *not* a numpy.dtype (or am I missing... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24326 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24326/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24326/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24326/events | https://github.com/pandas-dev/pandas/issues/24326 | 391,922,216 | MDU6SXNzdWUzOTE5MjIyMTY= | 24,326 | Fixtures making IntNA tests difficult to run interactively | {
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] | closed | false | null | [] | null | 3 | 2018-12-17T22:47:14Z | 2019-06-11T14:31:07Z | 2019-06-11T14:31:07Z | MEMBER | null | Trying to run tests.arrays.test_integer TestArithmeticOps.test_error in the REPL, need to produce the `data` arg that gets passed to `test_error`. `data` is defined in a fixture:
```
@pytest.fixture(params=[Int8Dtype, Int16Dtype, Int32Dtype, Int64Dtype,
UInt8Dtype, UInt16Dtype, UInt32Dtype... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24327 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24327/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24327/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24327/events | https://github.com/pandas-dev/pandas/pull/24327 | 391,961,012 | MDExOlB1bGxSZXF1ZXN0MjM5MzM4NzM0 | 24,327 | ERR: Improve error message for cut with infinity in input and integer bins | {
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- [X] tests added / passed
- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
Doesn't seem like a whatsnew entry is needed, since this is just changing the error message and not the actual behavior of `cut`. Can add an entry if deemed appropriate. | {
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- [ ] tests added / passed
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
Fixed PEP8 errors in **doc/source/whatsnew/v0.15.***, still can't get rid of **line too long ( x >79)** where x is the number of characters in line.
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https://api.github.com/repos/pandas-dev/pandas/issues/24329 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24329/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24329/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24329/events | https://github.com/pandas-dev/pandas/issues/24329 | 392,002,961 | MDU6SXNzdWUzOTIwMDI5NjE= | 24,329 | BUG: Timestamp(Timestamp(Ambiguous time)) modifies .value with dateutil tz | {
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```
In [7]: pd.__version__
Out[7]: '0.24.0.dev0+1300.ge0a68076a.dirty'
# Ambiguous time
In [8]: t = pd.Timestamp(1382835600000000000, tz='dateutil/Europe/London')
# Repr is consistent
In [11]: t
Out[11]: Timestamp('2013-10-27 01:00:00+0100', tz='dateutil//usr/shar... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24330 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24330/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24330/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24330/events | https://github.com/pandas-dev/pandas/pull/24330 | 392,011,696 | MDExOlB1bGxSZXF1ZXN0MjM5Mzc2MDk4 | 24,330 | API: Remove CalendarDay | {
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- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
Given that we want to ship 0.24.0 soon and that converting `'D'` and `Day` to always act as calendar day warrants more game-planning, this PR just simply removes `CalendarDay` and reverts `'D'` and `Day` to their prior b... | {
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```python
import pandas as pd
df_str = pd.DataFrame(dict(key_cat=['a', 'b', 'c', 'd'] * 250, key_num1=range(1000), key_num2=range(1000), val=[1]*1000))
df_cat = df_str.copy()
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%%time
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- [ ] ~~closes #11292 xxx~~ (there is no issue, should I open one?)
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that have a different encoding in latin-1 and utf-8. The utf-8 size
needs to be written instead of the latin-1 size.
- [x] closes #23573
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- [ ] tests added / passed
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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- [ ] tests added / passed
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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"followers_url": "https://api.github... | 4 | 2018-12-18T19:55:05Z | 2019-01-02T20:17:46Z | 2018-12-19T12:34:43Z | CONTRIBUTOR | null | This is part 1 of https://github.com/pandas-dev/pandas/issues/23995
We make the signature
`to_numpy(dtype : Union[str, np.dtype], copy : bool) -> ndarray` | {
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Fixed an indentation error that revealed more flake8 issues.
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There is currently no straightforward way to perform a parallel build of pandas. This is a problem for me as I need to build virtual environments quite often and there is no binary package for my platform:
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$ cat /proc/cpuinfo
....
processor : 159
cpu : POWER8NVL (raw), altivec sup... | {
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In some cases, that will copy data twice, when the `asarray(self._values, dtype=dtype)` makes a copy, Series / Index doesn't know about it.
To avoid that, we could add a method to the ExtensionArray developer API
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```python
>>> n = 1_000_000
>>> c = pd.Categorical(list('a' * n) + (['bcd'] * n), categories=['a', 'bcd'])
>>> %timeit pd.core.arrays.categorical._facto... | {
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- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
Passes locally. Removes some old code for determining the time bins for resample. | {
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#### Problem description
When I tried to compare 2 columns of date in one dataframe, if one column has type pandas._libs.tslib.Timestamp while the other is python datetime, a mere comparison will return an error of `Cannot change data-type for object array.`
To compare, I have to convert Timestamp to datetime. A... | {
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... | 8 | 2018-12-19T18:08:30Z | 2020-06-23T18:45:37Z | 2020-06-23T18:45:37Z | NONE | null | ```
df1 = pd.DataFrame([["one", i] for i in range(3)], columns=["a","b"])
df2 = pd.DataFrame([["one", i] for i in range(5)], columns=["a","b"])
df3 = df1.combine_first(df2)
df1.dtypes
df2.dtypes
df3.dtypes
#all below statements should show a dtype of int64 for column b
df1.dtypes
df2.dtypes
df3.dtypes
#A... | {
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```python
>>> t1 = pd.timedelta_range('0 days', '4 days', periods=5)
>>> t2 = pd.timedelta_range('0 days', '4 days', periods=5)
>>> t1 / t2
Traceback (most recent call last):
File "<input>", line 1, in <module>
TypeError: unsupported operand type(s) for... | {
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xref https://github.com/pandas-dev/pandas/pull/22200#issuecomment-448525434 | {
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... | open | false | null | [] | null | 3 | 2018-12-19T21:12:37Z | 2021-06-25T04:25:24Z | null | CONTRIBUTOR | null | ```python
In [25]: a = pd.date_range('2000', periods=4, tz="US/Central")
In [26]: a & a.tz_convert("US/Eastern")
---------------------------------------------------------------------------
AttributeError Traceback (most recent call last)
<ipython-input-26-d8e6c109715c> in <module>
---... | {
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The following flake8 'errors' have been fixed:
- doc/source/groupby.rst:72:18: F821 undefined name 'obj'
- doc/source/groupby.rst:72:30: F821 undefined name 'key'
- doc/source/groupby.rst:73:18: F821 undefined name 'obj'
- doc/source/groupby.rst:... | {
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If I did this right, this shouldn't cause rebasing headaches. LMK if I messed up on that and I'll try to fix.
Nearly everything here is verbatim from #24024. I'll comment inline with pieces that are not. | {
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Instead we may want to split each individual value onto its own row,
keeping the same mapping to the other key columns. While it's possible
to chain together existing pandas operations (in fact that's exactly
what this implementation is) to do... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24367 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24367/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24367/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24367/events | https://github.com/pandas-dev/pandas/pull/24367 | 392,855,338 | MDExOlB1bGxSZXF1ZXN0MjQwMDI5OTA5 | 24,367 | REF/TST: collect reduction tests | {
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"followers_url": "https://api.github... | 6 | 2018-12-20T02:00:18Z | 2018-12-23T16:40:30Z | 2018-12-23T15:45:32Z | MEMBER | null | Similar to how to have tests.arithmetic for tests where we expect EA/Index/Series/DataFrame behavior to be analogous, this starts collecting the tests for reduction operations. This is motivated by #24293.
This does not yet collect tests from tests.frame.test_analytics or any of tests.arrays or tests.indexes.
Op... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24368 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24368/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24368/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24368/events | https://github.com/pandas-dev/pandas/issues/24368 | 392,871,346 | MDU6SXNzdWUzOTI4NzEzNDY= | 24,368 | DataFrame constructor with dict of series misbehaving when `columns` specified | {
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```diff
diff --git a/pandas/core/internals/construction.py b/pandas/core/internals/construction.py
index c43745679..54108ec58 100644
--- a/pandas/core/internals/construction.py
+++ b/pandas/core/internals/construction.py
@@ -552,6 +552,7 @@ def sanitize_array(data, index, dtype=None,... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24370 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24370/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24370/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24370/events | https://github.com/pandas-dev/pandas/pull/24370 | 392,994,727 | MDExOlB1bGxSZXF1ZXN0MjQwMTMwODE5 | 24,370 | REF/TST: Add more pytest idiom to indexing/multiindex/test_xs.py | {
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- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ n/a] whatsnew entry
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"followers_url": "https://api.github... | 3 | 2018-12-20T12:10:41Z | 2018-12-21T17:11:49Z | 2018-12-21T17:11:49Z | CONTRIBUTOR | null | ```python
In [1]: import pandas as pd
In [2]: s = pd.Series(pd.SparseArray([0, 1], fill_value=0))
In [3]: pd.concat([s, s], axis=1, keys=['a', 'b'])
Out[3]:
a b
0 NaN NaN
1 1.0 1.0
``` | {
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"followers_url": "https://api.github... | 6 | 2018-12-20T12:43:51Z | 2019-01-02T20:17:52Z | 2018-12-21T17:11:50Z | CONTRIBUTOR | null | Working around the DataFrame constructor perf issue in https://github.com/pandas-dev/pandas/issues/24368
Fixes deprecation warnings in the ASV files so there's something to run.
Closes https://github.com/pandas-dev/pandas/issues/24371 | {
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```python
import pandas as pd
from dateutil.tz import gettz
TZ = 'Europe/Paris'
start = '2018-10-28T01:30' # Just before the end of daylight saving time in Paris
end = '2018-10-28T03:30' # Just after the end of daylight saving time in Paris
range_str = ... | {
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```
python setup.py install
```
#### Problem description
I checked the recent issues and it seems that this issue is not here before. I understand that this is kind of a environment dependent issue, and probably hard to debug, but I was wondering if I was the... | {
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```python
In [7]: idx = pd.MultiIndex.from_tuples([(1, 'a'), (np.nan, 'b')])
In [8]: list(idx)[0]
Out[8]: (1.0, 'a')
In [9]: idx[0]
Out[9]: (1, 'a')
```
`__iter__` should be equivalent to repeated getitems. This came up in my fix for https://github.com/pandas-dev/pan... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24376 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24376/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24376/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24376/events | https://github.com/pandas-dev/pandas/pull/24376 | 393,177,247 | MDExOlB1bGxSZXF1ZXN0MjQwMjc0NTIz | 24,376 | REF/TST: Collect Straggler Arithmetic Tests | {
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Moved tests are unchanged except for contextifying pytest.raises where appropriate.
There's a hackathon in Feb ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24377 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24377/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24377/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24377/events | https://github.com/pandas-dev/pandas/pull/24377 | 393,182,975 | MDExOlB1bGxSZXF1ZXN0MjQwMjc5MDIy | 24,377 | REF/TST: Add more pytest idiom to resample/test_base.py | {
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- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ n/a] whatsnew entry
in this pass:
- alternative approach to #24324
- parametrize base class tests individually to avoid changing fixtures
cc @jreback | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24378 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24378/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24378/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24378/events | https://github.com/pandas-dev/pandas/pull/24378 | 393,297,979 | MDExOlB1bGxSZXF1ZXN0MjQwMzYyMzEx | 24,378 | implement ensure_localized in datetimelikeArrayMixin | {
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"followers_url": "https://api.github... | 3 | 2018-12-21T03:24:02Z | 2020-04-05T17:43:39Z | 2018-12-21T16:31:23Z | MEMBER | null | This method is used by `TimelikeOps._round`, so needs to be implemented on the array mixin before we can move forward on #24064.
@TomAugspurger this places the method in a different location than you did in #24024 and made a small docstring edit, but otherwise should be compatible. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24379 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24379/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24379/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24379/events | https://github.com/pandas-dev/pandas/pull/24379 | 393,313,591 | MDExOlB1bGxSZXF1ZXN0MjQwMzcxNDYz | 24,379 | implement _index_data parts of #24024 | {
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Aside from removing apparently-unused imports in reduction.pyx, the affected code is copied verbatim from #24024. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24380 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24380/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24380/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24380/events | https://github.com/pandas-dev/pandas/issues/24380 | 393,382,951 | MDU6SXNzdWUzOTMzODI5NTE= | 24,380 | Add ability to ignore entirely null rows when reading CSV | {
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example.csv:
```
col1,col2
1,a
2,b
3,c
,
```
```python
import pandas as pd
import numpy as np
# Runs OK, but would be useful to have an option to ignore null rows, as the integers are forced to floats.
pd.read_csv("example.csv")
# "ValueError: Integer column has NA values in column 0"... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24381 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24381/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24381/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24381/events | https://github.com/pandas-dev/pandas/issues/24381 | 393,459,294 | MDU6SXNzdWUzOTM0NTkyOTQ= | 24,381 | Datetimelike index / arrays ignore integer sign and size in astype | {
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"followers_url": "https://api.github.com/users/j... | 2 | 2018-12-21T13:29:03Z | 2020-12-23T19:24:36Z | 2020-12-23T19:24:36Z | CONTRIBUTOR | null | For datetimelike indexes, `.astype` ignore the sign and size of an integer dtype, and always uses int64
```python
In [1]: import pandas as pd
In [2]: idx = pd.date_range('2000', periods=4)
In [3]: idx.astype('uint16')
Out[3]:
Int64Index([946684800000000000, 946771200000000000, 946857600000000000,
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https://api.github.com/repos/pandas-dev/pandas/issues/24382 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24382/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24382/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24382/events | https://github.com/pandas-dev/pandas/issues/24382 | 393,461,007 | MDU6SXNzdWUzOTM0NjEwMDc= | 24,382 | Implement min, argmin, max, argmax on ExtensionArrays? | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24383 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24383/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24383/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24383/events | https://github.com/pandas-dev/pandas/pull/24383 | 393,513,027 | MDExOlB1bGxSZXF1ZXN0MjQwNTE2NjA2 | 24,383 | BUG: DataFrame.loc/iloc fails to update object with new dtype GH24269 | {
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- [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/24384 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24384/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24384/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24384/events | https://github.com/pandas-dev/pandas/issues/24384 | 393,518,947 | MDU6SXNzdWUzOTM1MTg5NDc= | 24,384 | Wrong conda panda-dev env filepath in "Creating a Python Environment" docs | {
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```python
In [4]: pd.DataFrame(None, index=[1, 2, 3], columns=['a'], dtype=int)
Out[4]:
a
1 NaN
2 NaN
3 NaN
In [5]: pd.Series(None, index=[1, 2, 3], dtype=int)
Out[5]:
1 0
2 0
3 0
dty... | {
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"followers_url": "https://api.github.com/users/j... | 5 | 2018-12-21T18:27:35Z | 2021-05-12T19:26:32Z | 2020-06-20T22:25:59Z | CONTRIBUTOR | null | This is close to https://github.com/pandas-dev/pandas/issues/24385, but we don't have a test saying otherwise, so I'm actually going to fix this one :)
```python
In [21]: pd.DataFrame({"a": [1, 2]}, columns=['b'], dtype=int).dtypes
Out[21]:
b float64
dtype: object
In [22]: pd.DataFrame({"a": [1, 2]}, colum... | {
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"default"... | closed | false | null | [] | null | 13 | 2018-12-21T19:19:15Z | 2019-06-08T20:15:00Z | 2019-06-08T20:15:00Z | CONTRIBUTOR | null | When passing a dict and `column=` to DataFrame, we previously
passed the dict of {column: array} to the Series constructor. This
eventually hit `construct_1d_object_array_from_listlike`[1]. For
extension arrays, this ends up calling `ExtensionArray.__iter__`,
iterating over the elements of the ExtensionArray, which... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24388 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24388/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24388/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24388/events | https://github.com/pandas-dev/pandas/issues/24388 | 393,569,819 | MDU6SXNzdWUzOTM1Njk4MTk= | 24,388 | DataFrame constructor is inconsistent when coercing values to strings with `dtype=str`. | {
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"color": "370... | closed | false | null | [] | null | 3 | 2018-12-21T19:39:01Z | 2018-12-26T12:54:33Z | 2018-12-26T12:54:33Z | CONTRIBUTOR | null | When providing `dtype=str` to the DataFrame constructor, we're inconsistent about coercing values to strings.
When there's no overlap between the keys of `data` and columns, things are probably OK.
```python
In [4]: pd.DataFrame(index=[0, 1], columns=[0, 1], dtype=str)
Out[4]:
0 1
0 NaN NaN
1 NaN ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24389 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24389/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24389/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24389/events | https://github.com/pandas-dev/pandas/issues/24389 | 393,573,682 | MDU6SXNzdWUzOTM1NzM2ODI= | 24,389 | DataFrame constructor is inconsistent in handling of duplicates in columns | {
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"color": "370... | closed | false | null | [] | null | 1 | 2018-12-21T19:53:39Z | 2018-12-21T20:01:36Z | 2018-12-21T20:01:36Z | CONTRIBUTOR | null | ```python
In [5]: pd.DataFrame(columns=['a', 'a', 'b'])
Out[5]:
Empty DataFrame
Columns: [a, b]
Index: []
In [6]: pd.DataFrame.from_records({}, columns=['a', 'a', 'b'])
Out[6]:
Empty DataFrame
Columns: [a, a, b]
Index: []
```
I don't know which is preferred.
This is not being fixed in https://github.... | {
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] | closed | false | null | [] | null | 4 | 2018-12-21T21:34:00Z | 2019-01-01T16:38:57Z | 2019-01-01T16:38:57Z | NONE | null | #### Code Sample, a copy-pastable example if possible
```python
# Your code here
```
#### Problem description
Quick suggestion if possible, maybe more of an issue for python core library, but it would be terrific if there was an option within the various writers (to_csv, etc) to check for existence of file... | {
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```python
In [1]: import pandas as pd; pd.__version__
Out[1]: '0.24.0.dev0+1340.g8c58817bd'
In [2]: pi = pd.period_range('2018-01-01', periods=3, freq='2D')
In [3]: pi
Out[3]: PeriodIndex(['2018-01-01', '2018-01-03', '2018-01-05'], dtype='period[2D]', freq='2D')
In [4]: pi._shallow_copy(pi.asi8,... | {
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"followers_url": "https://api.github... | 4 | 2018-12-22T00:22:48Z | 2018-12-23T16:39:08Z | 2018-12-23T15:36:41Z | MEMBER | null | Uses Substitution for the strftime docstring instead of pinning it below the method.
Changes section titles from "Formatting" to "Rendering Methods" to match other classes.
This is a pre-requisite to another push I'm making to split less-trivial pieces off of #24024, figured it was a decent small-scope to get out... | {
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xref #23922 | {
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"followers_url": "https://api.github... | 10 | 2018-12-22T02:11:37Z | 2018-12-28T12:02:27Z | 2018-12-27T23:39:58Z | MEMBER | null | With _index_data figured out, it is now feasible to implement the DTA/TDA inheritance->composition changeover independently of all of the rest of #24024. This PR is a proof of concept for what that would look like. The steps would be roughly:
1) Instead of dispatching to `self._data`, we temporarily implement `_ea... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24395 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24395/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24395/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24395/events | https://github.com/pandas-dev/pandas/pull/24395 | 393,644,995 | MDExOlB1bGxSZXF1ZXN0MjQwNjE3NDc3 | 24,395 | CLN: Make repeat method consistent | {
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Summary:
- Made the function signature consistent: `repeat(self, repeats, *args, **kwargs)`
- I _think_ this could be restricted to `repeat(self, r... | {
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```python
import pandas as pd
s=pd.Series(range(1,10))
s1=pd.Series("foo")
s1%s
0 foo
1 [nan, nan, nan, nan, nan, nan, nan, nan, nan]
2 [nan, nan, nan, nan, nan, nan, nan, nan, nan]
3 [nan, nan, nan, nan, nan, nan, nan, nan, nan]
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"followers_url": "https://api.github... | 6 | 2018-12-22T17:43:06Z | 2018-12-26T00:16:02Z | 2018-12-25T23:34:00Z | MEMBER | null | Fixes a problem with tz-aware DatetimeArray.round (ref #24038)
Fixes PI, PA, DTA failing to validate lengths when doing comparisons against length-1 instances (ref #23078)
Pins names to a handful of methods that currently don't have them (working on a separate branch that checks these systematically; these are the lo... | {
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- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
Added parameter ``dtype`` to ``Categorical.from_codes``. | {
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The suggestion is to allow the user to define a function specifying how they want the merge "on" to be done.
For example, the best I can do now with the predefined "nearest" is to match the "nearest" value on one column, but let's say I wanted to match the "nearest value" for a function of the valu... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24401 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24401/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24401/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24401/events | https://github.com/pandas-dev/pandas/pull/24401 | 393,724,666 | MDExOlB1bGxSZXF1ZXN0MjQwNjY2NDI5 | 24,401 | CLN: tslibs imports and unused variables | {
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- Remove unused imports, mostly `Py_ssize_t`, and variables
- Remove a block that is not hit after the `DatetimeIndex.normalize` performance upgrades https://github.com/pandas-dev/pandas/pull/23634
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https://api.github.com/repos/pandas-dev/pandas/issues/24402 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24402/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24402/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24402/events | https://github.com/pandas-dev/pandas/pull/24402 | 393,736,018 | MDExOlB1bGxSZXF1ZXN0MjQwNjczMzI3 | 24,402 | CLN: minor cleaning of Categorical.__init__ | {
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This small PR does that. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24403 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24403/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24403/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24403/events | https://github.com/pandas-dev/pandas/issues/24403 | 393,746,913 | MDU6SXNzdWUzOTM3NDY5MTM= | 24,403 | request to implement LATIN sorting algorithm in pandas | {
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```python
# Your code here
import locale
locale.setlocale(locale.LC_ALL, 'hu_HU.UTF-8')
a = ["A", "E", "Z", "a", "e", "é","z" , "5","4","1", "AA", "AÁ", "ÁA", "ÁÁ", "aa", "aá", "áa", "áá"]
sorted(a, key=locale.strxfrm)
['1', '4', '5', 'a', 'A', 'aa', 'AA',... | {
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"followers_url": "https://api.github... | 4 | 2018-12-23T21:47:13Z | 2019-07-07T03:54:31Z | 2019-01-01T01:12:20Z | CONTRIBUTOR | null | #### Code Sample, a copy-pastable example if possible
```python
# Part of the code to be executed in Python 2
import pandas as pd
df = pd.DataFrame([[1, 2, 3, "D"]],
columns=['A', 'B', 'C', 'D'],
index=pd.Index(['ABC'], name='INDEX_NAME'))
store = pd.HDFStore("test.hdf", m... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24405 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24405/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24405/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24405/events | https://github.com/pandas-dev/pandas/pull/24405 | 393,800,733 | MDExOlB1bGxSZXF1ZXN0MjQwNzEzNTc0 | 24,405 | implement astype portion of #24024 | {
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Uses _eadata like #24394
Constitutes ~10% of the diff of #24024, more after that gets rebased. | {
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```python
In [3]: df1
Out[3]:
store_id ... stockout_min
datetime ...
9 1148a913-7860-4525-b9c9-06c428baea4e ... 0.0
10 1148a913-7860-45... | {
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- [x] closes #23758
- [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/24408 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24408/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24408/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24408/events | https://github.com/pandas-dev/pandas/issues/24408 | 393,861,094 | MDU6SXNzdWUzOTM4NjEwOTQ= | 24,408 | BUG: Series.dt accessor throws exception after Series.drop when inplace=True | {
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```python
import pandas as pd
z = pd.Series(pd.date_range('2018-01-01', periods=100))
z.drop(z[z.dt.weekday >= 4].index, inplace=True)
print(f"Length of z's index is {len(z.index)}, trying to access z.dt.date")
try:
z.dt.date
except ValueError as e:
print... | {
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- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ n/a] whatsnew entry
in this pass:
- follow-on from #24053 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/24410 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24410/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24410/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24410/events | https://github.com/pandas-dev/pandas/pull/24410 | 393,876,032 | MDExOlB1bGxSZXF1ZXN0MjQwNzcwODU3 | 24,410 | CI: Fixes to the patterns code checks | {
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"followers_url": "https://api.github... | 3 | 2018-12-24T12:49:48Z | 2018-12-24T18:25:10Z | 2018-12-24T18:25:07Z | MEMBER | null | Fixing couple of small errors in the CI (detected in https://dev.azure.com/pandas-dev/pandas/_build/results?buildId=5707):
- When the `patterns` (grep unwanted patterns) step fails, the installation of flake8... is cancelled
- When a file has a blank line with whitespaces, the reported error is not clear
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https://api.github.com/repos/pandas-dev/pandas/issues/24411 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/24411/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/24411/comments | https://api.github.com/repos/pandas-dev/pandas/issues/24411/events | https://github.com/pandas-dev/pandas/pull/24411 | 393,896,047 | MDExOlB1bGxSZXF1ZXN0MjQwNzg2MTUz | 24,411 | Bug 23970 | {
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- [ ] tests added / passed
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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