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https://api.github.com/repos/pandas-dev/pandas/issues/11003
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11,003
ENH: add Series.astype with the new tz dtype
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2015-09-05T18:15:55Z
2015-09-07T20:20:50Z
2015-09-07T20:20:50Z
CONTRIBUTOR
null
add ability to astype using the new dtype
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11,004
DOC: consistent doc-string with function declaration, added missing param doc-string for sql.py
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2015-09-05T18:15:57Z
2015-09-05T18:39:41Z
2015-09-05T18:38:17Z
CONTRIBUTOR
null
Added default values for params in doc-string and added missing param doc-string that are needed for new users.
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105,041,505
MDU6SXNzdWUxMDUwNDE1MDU=
11,005
Errors when running nosetest test_excel.py
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2015-09-05T18:24:40Z
2015-09-05T18:35:45Z
2015-09-05T18:28:27Z
CONTRIBUTOR
null
When I run tests nosetests pandas/io/tests/test_excel.py, I got a lot of errors but the code is just pulled from master without any changes. Could anyone try it on your end? Anything I missed?
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11,006
BUG: Bug in pickling of a non-regular freq DatetimeIndex #11002
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2015-09-05T18:27:44Z
2015-09-05T23:22:57Z
2015-09-05T23:22:57Z
CONTRIBUTOR
null
closes #11002
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11,007
BUG: to_excel swaps order of values of duplicate columns
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2015-09-05T18:56:36Z
2015-10-10T00:23:39Z
2015-10-10T00:23:39Z
MEMBER
null
On master, as a small example: ``` In [1]: df = pd.DataFrame([[1,2,3,4],[5,6,7,8]], columns=['A','B','A','B']) In [2]: df Out[2]: A B A B 0 1 2 3 4 1 5 6 7 8 In [4]: df.to_excel('test_excel_duplicate_columns.xlsx') ``` gives: ![capture](https://cloud.githubusercontent.com/assets/1020496/9700751/4cacf...
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11,008
TST: need to pip install latest openpyxl and check for borking
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2015-09-05T19:09:03Z
2015-09-21T15:35:26Z
2015-09-11T14:52:10Z
CONTRIBUTOR
null
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11,009
TST: corrected URL for newly added Excel test data file
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2015-09-05T20:12:55Z
2015-09-05T20:20:06Z
2015-09-05T20:20:06Z
CONTRIBUTOR
null
There was one small thing overlooked when merging PR #10964: the url of the renamed test file was still pointing to my repo instead of pydata/pandas.
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11,010
PERF: NaT groups cause wrong path in grouping
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2015-09-05T20:58:39Z
2015-09-08T00:30:05Z
2015-09-08T00:30:05Z
CONTRIBUTOR
null
xref #10625 before this patch: ``` In [1]: from string import ascii_lowercase In [2]: np.random.seed(2718281) In [3]: n = 1 << 21 In [4]: dr = date_range('2015-08-30', periods=n // 10, freq='T') In [5]: df = DataFrame({ ...: '1st':np.random.choice(list(ascii_lowercase), n), ...: '2nd':np.random....
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11,011
DOC: Docstring Redesign to fix the problem of unexpected keyword arg (issue10888)
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2015-09-05T21:24:50Z
2015-09-09T15:04:00Z
2015-09-09T14:55:53Z
CONTRIBUTOR
null
Fixed issue #10888
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read_csv index callback functionality
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3
2015-09-05T22:06:11Z
2015-09-05T22:13:34Z
2015-09-05T22:13:34Z
NONE
null
I have 3 csv files, which could be linked together via different columns. I want to merge all the 3 csv files in 1 dataframe. ``` import pandas as pd a_df = pd.read_csv(a_file, sep=';', index_col=['booking_id']) b_df = pd.read_csv(b_file, sep=';', index_col=['ga:adwordsCreativeID', 'ga:date', 'ga:transactionId']) c_d...
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11,013
CLN: removes cython implementation of groupby count
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2015-09-05T22:48:36Z
2015-09-08T01:37:28Z
2015-09-07T20:30:05Z
CONTRIBUTOR
null
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11,014
ValueError adding boolean dataframe to panel fails in 0.16.2 but not 0.15.2
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2015-09-07T00:34:38Z
2015-09-07T20:32:13Z
2015-09-07T20:32:13Z
NONE
null
In Pandas 0.16.2 an attempt to assign a boolean array (created by pd.notnull) to a Panel fails with "ValueError: could not broadcast input array from shape...". The same code is successful using Pandas 0.15.2. ``` python >>> import pandas as pd >>> import numpy as np >>> >>> # create a test panel ... dates = pd.date...
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11,015
BUG: .ix with PeriodIndex is fixed
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3
2015-09-07T04:21:55Z
2015-12-08T03:52:34Z
2015-09-09T21:40:50Z
CONTRIBUTOR
null
Solves https://github.com/pydata/pandas/issues/4125 It doesn't feel like an elegant solution, but I think it works. I think when Period gets its own dtype, these will all go away?
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11,016
groupby on NaN-only column gives IndexError
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3
2015-09-07T14:27:19Z
2015-09-09T12:39:53Z
2015-09-09T11:17:16Z
NONE
null
Using pandas from master (0.16.2+590.g81b647f) in Python 3.4.2, the following code gives an `IndexError: index out of bounds`: ``` import pandas as pd, numpy as np df = pd.DataFrame(dict(a=[np.nan]*3, b=[1,2,3])) g = df.groupby(('a', 'b')) len(g) # IndexError ``` The same problem occurs when calling `list(g)` instea...
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11,017
BUG: Index dtype may not be applied properly
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10
2015-09-07T14:46:47Z
2015-09-11T14:36:06Z
2015-09-11T14:24:25Z
MEMBER
null
Fixed 2 problems: - Specified `dtype` is not applied to other iterables. ``` import numpy as np import pandas as pd pd.Index([1, 2, 3], dtype=int) # Index([1, 2, 3], dtype='object') ``` - Specifying `category` to ndarray-like results in `TypeError` ``` pd.Index(np.array([1, 2, 3]), dtype='category') # TypeError: dat...
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11,018
BUG: Unable to infer negative freq
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1
2015-09-07T15:44:46Z
2015-09-07T20:23:10Z
2015-09-07T20:19:58Z
MEMBER
null
Fixed 2 issues: - `date_range` can't handle negative calendar-based freq (like `A`, `Q` and `M`). ``` import pandas as pd # OK pd.date_range('2011-01-01', freq='-1D', periods=3) # DatetimeIndex(['2011-01-01', '2010-12-31', '2010-12-30'], dtype='datetime64[ns]', freq='-1D') # NG pd.date_range('2011-01-01', freq='-1M'...
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11,019
read_csv: Inconsistent behaviour with parse_dates if the first row is short
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1
2015-09-07T15:55:08Z
2021-04-18T23:34:07Z
null
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null
I suspect this is related to #6710. ``` import pandas from io import StringIO t = "a,b,c,d\n1970-01-01,2,3,4" s2 = "a,b,c\n1970-01-01,2,3\n1980-01-01,2,3,4" s = "a,b,c\n1970-01-01,2,3,4" pandas.read_csv(StringIO(t), parse_dates=['a']) pandas.read_csv(StringIO(s2), parse_dates=['a']) pandas.read_csv(StringIO(...
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11,020
pandas.read_csv(..., skiprows=2, engine='c') with unix-style line breaks crashes python on windows
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5
2015-09-07T16:59:35Z
2020-01-04T17:25:15Z
2020-01-04T17:25:15Z
NONE
null
The following makes python crash ("Kernel died, restarting" in IPython) on my windows 7 machine: ``` import pandas myfile = open("test.csv", "w", newline="\n") myfile.write("blah\n\ncol_1,col_2,col_3\n\n") myfile.close() dat = pandas.read_csv("test.csv", skiprows=2, encoding="utf-8", engine="c") ``` Note the unix-sty...
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11,021
BUG: Exception when setting a major- or minor-axis slice of a Panel with RHS a DataFrame
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1
2015-09-07T18:33:05Z
2015-09-19T00:38:09Z
2015-09-07T20:16:06Z
CONTRIBUTOR
null
Fixes GH #11014 This isn't actually a recent regression. The bug was introduced in 0.15.0 with this commit: https://github.com/pydata/pandas/commit/30246a7d2b113b7115fd0708655ae8e1c3f2e6c5; it was just made more common (i.e., it happens on panels without mixed dtype) in 0.16.2 by this commit: https://github.com/pydata...
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105,257,959
MDU6SXNzdWUxMDUyNTc5NTk=
11,022
datetime64[ns] astype datetime64[s]
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3
2015-09-07T19:05:11Z
2016-11-30T15:30:51Z
2015-09-07T20:14:54Z
NONE
null
Hello all, I'm trying to convert a `datetime64[ns]` object to a unix timestamp without an `apply`. I was wondering if it was the desired behavior to throw an error when trying to do: ``` python import pandas as pd import datetime as dt import numpy as np my_time = np.datetime64(dt.datetime.utcnow()) my_df = pd.DataFr...
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https://api.github.com/repos/pandas-dev/pandas/issues/11023
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105,273,878
MDExOlB1bGxSZXF1ZXN0NDQzODE4Mjk=
11,023
PERF: use NaT comparisons in int64/datetimelikes #11010
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1
2015-09-07T22:43:56Z
2015-09-08T00:30:05Z
2015-09-08T00:30:05Z
CONTRIBUTOR
null
closes #11010 ``` In [10]: %timeit gr['3rd'].count() 100 loops, best of 3: 15.1 ms per loop In [11]: %timeit gr['3rd'].min() 100 loops, best of 3: 8.4 ms per loop In [12]: %timeit gr['3rd'].max() 100 loops, best of 3: 8.47 ms per loop In [13]: %timeit gr['3rd'].first() 100 loops, best of 3: 10.5 ms per loop In [1...
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105,376,756
MDExOlB1bGxSZXF1ZXN0NDQ0Mjk2NzA=
11,024
BUG: DatetimeIndex.freq can defer by ufunc
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1
2015-09-08T13:07:49Z
2015-09-09T08:47:50Z
2015-09-09T08:47:32Z
MEMBER
null
Follow up of #10638. `DatetimeIndex.freq` also can be changed when other arg is an ndarray. As the same as #10638, freq is re-infered only when it exists. Otherwise, leave it as `None` even if the result can be on specific freq. This is based on other functions behavior as below: ``` idx = pd.DatetimeIndex(['2011-01-...
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105,385,359
MDExOlB1bGxSZXF1ZXN0NDQ0MzQzOTg=
11,025
DOC: Add GroupBy.count
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1
2015-09-08T13:51:54Z
2015-09-08T20:35:25Z
2015-09-08T15:21:31Z
MEMBER
null
Related to #11013. Define `GroupBy.count` for API doc and added docstring.
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105,421,388
MDU6SXNzdWUxMDU0MjEzODg=
11,026
DataFrame fast search
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15
2015-09-08T16:40:44Z
2020-04-17T03:20:19Z
null
NONE
null
Would be really cool if would be implemented to quickly find and retrieve rows from DataFrame. Currently I previously sort a field and the use "**searchsorted**" function in order to get the index of the selection... but this is limited to one field only and still doesn't handle multiple searches. It would be really s...
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https://api.github.com/repos/pandas-dev/pandas/issues/11027
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105,429,704
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11,027
Fix common typo in documentation
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1
2015-09-08T17:22:31Z
2015-09-08T17:28:01Z
2015-09-08T17:27:36Z
CONTRIBUTOR
null
documenation -> documentation
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11,028
Fix for DataFrame.hist() with by- and weights-keyword
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9
2015-09-08T20:34:19Z
2015-10-27T20:25:50Z
2015-10-27T20:25:50Z
NONE
null
closes https://github.com/pydata/pandas/issues/9540 for example: ``` python import pandas as pd d = {'one' : ['A', 'A', 'B', 'C'], 'two' : [4., 3., 2., 1.], 'three' : [10., 8., 5., 7.]} df = pd.DataFrame(d) df.hist('two', by='one', weights='three', bins=range(0, 10)) ``` does not seem to break anythin...
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11,029
DataFrameGroupBy.filter returns empty dataframe when grouping by multiple columns and one column is type datetime64[ns]
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2015-09-08T21:22:16Z
2015-09-08T21:57:46Z
2015-09-08T21:44:41Z
NONE
null
There seems to be a bug in the `filter` method when grouping by multiple columns, where one of the grouping columns has type `datetime64[ns]`. Here is an example: ``` python data = [ ('a', pd.Timestamp('2015-08-01'), 0), ('a', pd.Timestamp('2015-08-01'), 0), ('a', pd.Timestamp('2015-08-02'), 1), ('b', ...
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11,030
BUG: Fixed bug in len(DataFrame.groupby) causing IndexError when there's a NaN-only column (issue11016)
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3
2015-09-09T01:18:09Z
2015-09-09T01:52:44Z
2015-09-09T01:52:42Z
CONTRIBUTOR
null
Fixed #11016
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https://api.github.com/repos/pandas-dev/pandas/issues/11031
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https://github.com/pandas-dev/pandas/pull/11031
105,501,785
MDExOlB1bGxSZXF1ZXN0NDQ1MDI4MDQ=
11,031
BUG: Fixed bug in len(DataFrame.groupby) causing IndexError when there's a NaN-only column (issue11016)
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6
2015-09-09T01:51:42Z
2015-09-09T12:40:45Z
2015-09-09T11:16:52Z
CONTRIBUTOR
null
This is the new PR for Fixed issue #11016
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https://api.github.com/repos/pandas-dev/pandas/issues/11032
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105,511,203
MDU6SXNzdWUxMDU1MTEyMDM=
11,032
BUG?: Runtime Warning invalid value encountered in greater has_large_values
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2015-09-09T03:25:01Z
2015-09-09T03:37:18Z
2015-09-09T03:37:18Z
CONTRIBUTOR
null
When I try and run `head()` or `query()` on a dataframe while working in ipython, I'm getting the following error on a DataFrame that seems pretty normal (850 rows, 159 columns, mixed type (lots of strings). ``` /Users/Nick/github/pandas/pandas/core/format.py:2052: RuntimeWarning: invalid value encountered in greater...
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https://api.github.com/repos/pandas-dev/pandas/issues/11033
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105,575,631
MDU6SXNzdWUxMDU1NzU2MzE=
11,033
accept pathlib paths wherever a path/file is expected
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9
2015-09-09T11:12:13Z
2015-10-18T08:37:00Z
2015-10-17T14:45:29Z
CONTRIBUTOR
null
i’d like `pd.read_table(some_path / 'filename.tsv')` to work without going through `str()`
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https://api.github.com/repos/pandas-dev/pandas/issues/11034
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105,599,200
MDU6SXNzdWUxMDU1OTkyMDA=
11,034
Timestamp equality broadcasts incorrectly
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3
2015-09-09T13:43:38Z
2015-09-09T21:09:28Z
2015-09-09T21:09:28Z
CONTRIBUTOR
null
Always returns true for equality and inequality: ``` python In [168]: t = pd.Timestamp('2000-01-29 01:59:00') In [169]: a = pd.Series([t]) In [170]: b = pd.Series([t]) In [171]: a Out[171]: 0 2000-01-29 01:59:00 dtype: datetime64[ns] In [172]: a == b Out[172]: 0 True dtype: bool In [173]: a != b Out[173]: 0 ...
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https://api.github.com/repos/pandas-dev/pandas/issues/11035
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105,627,275
MDU6SXNzdWUxMDU2MjcyNzU=
11,035
BUG: Invisible rounding error in the results of Dataframe.interpolate()
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2015-09-09T15:56:00Z
2015-09-09T16:27:26Z
2015-09-09T16:03:25Z
NONE
null
This issue arose when using the interpolate method to extend an existing dataframe using the procedure in the snippet. Most interpolated values seem to behave correctly, but occasionally there is some kind of rounding error which is not visible to ordinary inspection. Trying to access a row in the dataframe using one o...
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https://api.github.com/repos/pandas-dev/pandas/issues/11036
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11,036
BUG: Fix Timestamp __ne__ comparison issue
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1
2015-09-09T17:05:23Z
2015-09-09T21:09:17Z
2015-09-09T21:09:17Z
MEMBER
null
closes #11034
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https://api.github.com/repos/pandas-dev/pandas/issues/11037
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105,675,826
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11,037
DOC: Fix misspelling of max_colwidth in documentation.
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1
2015-09-09T20:14:32Z
2015-09-09T21:37:01Z
2015-09-09T21:10:44Z
CONTRIBUTOR
null
One location referencing `display.max_colwidth` was incorrectly spelled as `display.max_columnwidth`.
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https://api.github.com/repos/pandas-dev/pandas/issues/11038
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105,704,135
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11,038
groupby.nth with dropna is buggy
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3
2015-09-09T23:35:42Z
2019-10-21T19:52:15Z
null
CONTRIBUTOR
null
``` python >>> df 1st 2nd 0 1 NaN 1 2 3 2 1 NaN 3 2 4 >>> df.groupby('1st')['2nd'].nth(0, dropna=True) 1st 1 3 2 4 Name: 2nd, dtype: float64 ```
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https://api.github.com/repos/pandas-dev/pandas/issues/11039
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11,039
PERF: improves performance in GroupBy.cumcount
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34
2015-09-09T23:38:43Z
2016-04-25T14:22:20Z
2016-04-25T14:21:45Z
CONTRIBUTOR
null
closes #12839 ``` ------------------------------------------------------------------------------- Test name | head[ms] | base[ms] | ratio | ------------------------------------------------------------------------------- groupby_ngroups_10000_cumcount ...
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4
2015-09-10T03:57:40Z
2015-09-21T12:41:12Z
2015-09-10T10:33:31Z
NONE
null
> > > import pandas as pd > > > text = 'this is "out text"' > > > df = pd.DataFrame(index=['1'],columns=['1','2']) > > > df.loc['1','1']=123 > > > df.loc['1','2']=text > > > df.to_csv('foo.txt',index=False,header=False,quoting=3,sep=' ') --- Error Traceback (most recent call last) ...
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11,041
grouped.filter with axis=1 gave filtered rows
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2015-09-10T04:44:15Z
2015-09-11T14:12:48Z
2015-09-11T14:12:48Z
NONE
null
using pandas 0.16.2 minimum example here: ``` import numpy as np import pandas as pd index = pd.MultiIndex.from_product([range(10), [0, 1]]) data = pd.DataFrame(np.arange(100).reshape(-1, 20), columns=index) data.groupby(level=0, axis=1).filter(lambda x: x.iloc[0, 0] > 10) ``` expected: get all filtered (grouped) co...
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11,042
DOC: document optional arguments on plot submethods
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1
2015-09-10T05:59:15Z
2019-10-23T05:23:37Z
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As a follow up on #9321: We should start adding optional arguments that are common between multiple plot types to the signatures for plotting sub-methods, such as `figsize` and `axis`. Currently, these are only documented on the main `.plot()` methods and we use `**kwargs` for the rest. This would be nice because we c...
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11,043
DOC: consider updating visualization.rst to use plot submethods rather than kind
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2015-09-10T06:01:50Z
2016-02-12T03:10:54Z
2016-02-12T03:10:54Z
MEMBER
null
Another followup to #9321: Most of the documentation examples in visualization.rst (the [main plotting docs](http://pandas.pydata.org/pandas-docs/stable/visualization.html)) currently use the `kind` argument. We should probably switch these to use the plotting submethods instead, to push users in that direction.
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11,044
Wrong string comparison in df.eval
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2015-09-10T06:15:34Z
2019-10-22T16:15:12Z
null
NONE
null
Why string comparison return 'False'? How I can compare strings? ``` In [3]: import pandas as pd In [4]: df = pd.DataFrame( {'col1':[1,0]} ) In [5]: external_var = 'yes' In [6]: df.eval( '(@external_var == "yes") == col1' ) Out[6]: 0 False 1 True dtype: bool In [7]: df.eval( '(@external_var == "yes")') Out[...
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11,045
gc.collect(2) call shouldn't be forced by pandas
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2015-09-10T07:36:20Z
2015-09-10T09:40:20Z
2015-09-10T09:40:20Z
NONE
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We have lots of objects allocated in memory and the explicit call to `gc.collect(2)` in `generic.py` is killing our app's performance (taking ~0.5s _each time_!) https://github.com/pydata/pandas/blob/master/pandas/core/generic.py#L1278 Ideally pandas shouldn't call the garbage collector manually, or at the very list t...
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11,046
DOC: correct quoting constants order
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1
2015-09-10T08:50:49Z
2015-09-10T10:57:48Z
2015-09-10T10:57:47Z
MEMBER
null
Small correction, QUOTE_NONE and QUOTE_NONNUMERIC have to be switched: ``` In [1]: import csv In [2]: csv.QUOTE_NONNUMERIC Out[2]: 2 In [3]: csv.QUOTE_NONE Out[3]: 3 ```
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11,047
to_sql throws latin-1 encoding error even though everything seems encoded in utf-8
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3
2015-09-10T09:01:48Z
2015-09-10T11:43:23Z
2015-09-10T11:43:23Z
NONE
null
I want to upload a file from csv to mysql with the following commands ``` df = pandas.read_csv('test.csv', encoding = 'utf-8') engine = sqlalchemy.create(<Mysql-Connection-URI>, encoding = 'utf-8') df.to_sql('testtable', con = engine) ``` mysql has utf-8 as global encoding. If I upload the file manually to the datab...
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11,048
DOC/CLN: typo and redundant code
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2015-09-10T10:52:17Z
2015-09-10T20:48:47Z
2015-09-10T20:48:47Z
CONTRIBUTOR
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11,049
BUG: GH10645 and GH10692 where operation on large Index would error
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3
2015-09-10T11:42:38Z
2015-09-10T22:12:02Z
2015-09-10T22:11:55Z
CONTRIBUTOR
null
closes #10645 closes #10692 replaces #10675 Do I need `@slow` for these tests?
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105,793,890
MDU6SXNzdWUxMDU3OTM4OTA=
11,050
Memory usage increasing with df.dropna(inplace=True) and df.head()
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2
2015-09-10T12:15:57Z
2015-10-08T19:23:35Z
2015-09-10T12:24:04Z
NONE
null
There appears to be a memory leak in the DataFrame.dropna(inplace=True) function. Please see the ipython session: ``` [1]: import ipython_memory_usage.ipython_memory_usage as imu imu.start_watching_memory() ​ import pandas as pd import numpy as np pd.__version__ Out[1]: '0.16.2' In [1] used 23.6875 MiB RAM in 0.70s, ...
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105,801,209
MDExOlB1bGxSZXF1ZXN0NDQ2NjQxMTk=
11,051
Add capability to handle Path/LocalPath objects
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11
2015-09-10T12:59:11Z
2015-10-17T14:46:11Z
2015-10-17T14:45:16Z
CONTRIBUTOR
null
fixes #11033
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11,052
DataFrame could have a to_markdown method.
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17
2015-09-10T13:57:34Z
2019-12-27T16:58:05Z
2019-12-27T16:58:05Z
NONE
null
Similar to `to_latex` and `to_html`.
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11,053
API: consider deprecating DataFrame.hist in favor of DataFrame.plot.hist
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12
2015-09-10T21:29:48Z
2021-07-12T01:35:40Z
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MEMBER
null
This came up in the PR adding plot submethods like `.plot.hist`: https://github.com/pydata/pandas/pull/9321#issuecomment-139203762 As long as API differences can be reconciled, I think it would be a nice idea to deprecate (and eventually remove) `DataFrame.hist`, `DataFrame.boxplot` and `Series.hist` in favor of the ...
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11,054
DOC: Deleted redundant/repetitive import statement
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2015-09-11T01:55:38Z
2015-09-11T04:46:12Z
2015-09-11T04:46:09Z
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11,055
BUG: Fixed bug in groupby(axis=1) with filter() throws IndexError, #11041
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2015-09-11T02:15:01Z
2015-09-11T14:15:01Z
2015-09-11T14:12:16Z
CONTRIBUTOR
null
Fixed #11041
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105,943,899
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11,056
DataFrame slice retaining unsliced MultiIndex
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4
2015-09-11T04:39:54Z
2015-09-11T13:43:41Z
2015-09-11T12:33:48Z
NONE
null
When slicing a data frame with MultiIndex, the returned dataframes 'index' attribute is not sliced. It remains equal to the index of the unsliced object. ``` python # Setup test DF df = pd.DataFrame(np.random.randint(0, 10, size=(10,5))) df['date'] = pd.date_range(start='2015-01-01', periods=10) df.loc[0:4, 'id'] = '...
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11,057
DOC: Updated doc-string using new doc-string design for DataFrameFormatter
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2015-09-11T05:26:28Z
2015-09-13T20:27:43Z
2015-09-13T20:16:22Z
CONTRIBUTOR
null
`DataFrameFormatter` does not have this parameter: `force_unicode_docstring`. This change uses the doc-string re-design in #11011
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11,058
pd.concat on two (or more) series produces all-NaN dataframe
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2015-09-11T07:04:32Z
2020-04-22T21:26:00Z
2020-04-22T21:26:00Z
NONE
null
this is from a stackoverflow question [here](http://stackoverflow.com/questions/32441403/pandas-concat-produces-all-nan), you can download serialized object [here](https://www.evernote.com/l/AH4AdfgOJJROuZSfGfDR_jZvA0zEpIHgyq0) and reproduce using **python 2.7** and **pandas 0.16.2**. I'm trying to concat two series w...
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11,059
DOC: clean up 0.17 whatsnew
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2015-09-11T09:20:20Z
2015-09-11T11:14:09Z
2015-09-11T11:14:04Z
MEMBER
null
Mainly some rearranging (eg the datetime tz was somewhere in the middle of the API changes, moved it to in front of the new features)
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106,020,298
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11,060
TST: random html testing issues
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0
2015-09-11T14:20:16Z
2019-01-03T00:40:12Z
2019-01-03T00:40:12Z
CONTRIBUTOR
null
I have seen these errors spuriously: https://travis-ci.org/jreback/pandas/jobs/79852164 but they go away when re-run...any ideas? ``` ====================================================================== FAIL: test_to_html_truncate (pandas.tests.test_format.TestDataFrameFormatting) ----------------------------------...
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https://api.github.com/repos/pandas-dev/pandas/issues/11061
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106,022,822
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11,061
shifting across blocks results in NaNs if dataframe has multiple blocks (mixed types)
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2
2015-09-11T14:34:54Z
2015-09-12T13:16:30Z
2015-09-12T13:16:30Z
NONE
null
variant of #10907 ``` In [1]: import pandas as pd In [2]: df = pd.DataFrame({'a' : [1],'b':[2]}) In [3]: df Out[3]: a b 0 1 2 In [4]: df['c'] = 3.5 In [5]: df.shift(axis=1) Out[5]: a b c 0 NaN 1 NaN ```
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11,062
Provide option to render HTML tags
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1
2015-09-11T14:51:15Z
2021-09-09T14:14:19Z
2021-09-09T14:14:19Z
NONE
null
Exploring [in-lining plots](https://github.com/iiSeymour/sparkline-nb/blob/master/sparkline-nb.ipynb) in DataFrames I found it would be useful to have a display option for setting HTML escaping. This would avoid the work around of `HTML(df.to_html(escape=False))` every time you want to render the DataFrame. I propose ...
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11,063
Adds the option display.escape_notebook_repr_html
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2015-09-11T14:59:20Z
2015-11-02T12:08:44Z
2015-11-02T12:08:44Z
NONE
null
Adds the option `display.escape_notebook_repr_html` for controlling HTML escaping when rendering DataFrames in IPython notebooks. Unset, this argument does not change the default behaviour. Fixes #11062
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11,064
Iterate over an Excel file (.xls/.xlsx) without loading the data into the memory
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2015-09-11T15:10:54Z
2015-09-11T15:27:35Z
2015-09-11T15:26:12Z
NONE
null
This is more of a request rather than a call for help I believe, as I think there isn't a way pandas can currently help me with this. Here's my stackoverflow thread relating the issue. http://stackoverflow.com/questions/32523083/iterator-to-iterate-over-excel-file-in-python I work with large excel files which I use as...
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11,065
BUG: matplotlib inset-axis #10407
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2015-09-11T16:38:44Z
2015-11-15T21:09:40Z
2015-11-15T21:09:28Z
NONE
null
This is the issue: https://github.com/pydata/pandas/issues/10407 I just added a bunch of try-catch AttributeError around the offending code - it seemed to do the trick for me.
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11,066
MultiIndex.from_product does not properly handle a single arrays containing NaN or NaT
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2015-09-11T20:40:57Z
2018-05-18T07:44:24Z
2018-05-18T07:44:24Z
MEMBER
null
NaT and NaN get infilled in some strange way: ``` In [16]: pd.MultiIndex.from_product([pd.to_datetime(['2000-01-01', 'NaT', '2000-01-05'])]) Out[16]: DatetimeIndex(['2000-01-01', '2000-01-05', '2000-01-05'], dtype='datetime64[ns]', freq=None) In [25]: pd.MultiIndex.from_product([[1.0, np.nan, 2.0]]) Out[25]: Float64I...
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DOC: Missing Excel index images
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2015-09-11T22:33:26Z
2015-09-11T23:05:56Z
2015-09-11T23:00:48Z
CONTRIBUTOR
null
Adds missing static files that didn't get pushed in https://github.com/pydata/pandas/pull/10967 @jreback
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DOC: Re-organize whatsnew
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2015-09-12T09:05:48Z
2015-09-12T10:45:07Z
2015-09-12T09:22:34Z
MEMBER
null
Reorganized release note for 0.17. There are some descriptions which looks the same level, but one in a highlights and the other is not.
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11,069
DOC/CI: include api docs on travis
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13
2015-09-12T10:14:21Z
2016-01-08T23:59:46Z
2015-11-20T18:44:08Z
MEMBER
null
Continued in #12002 --- Closes #6100 Closes #3800 Just to check how this takes on travis
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11,070
Improvements for read_csv from AWS S3
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2015-09-12T13:24:59Z
2015-09-15T13:34:03Z
2015-09-15T13:23:57Z
CONTRIBUTOR
null
I frequently find myself interacting with CSV files stored in Amazon's S3 service, and have run into a few areas where I think small improvements in `read_csv` could be a big help. - [x] #11073 Allow streaming reads<br> This is the most important improvement for me. The current pandas code downloads the entire file ...
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11,071
ENH Recognize 's3n' and 's3a' as an S3 address
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2015-09-12T13:29:25Z
2015-09-14T20:09:26Z
2015-09-14T19:49:34Z
CONTRIBUTOR
null
This PR allows `read_csv` to recognize that "s3n://" designates a valid AWS S3 address. Partially addresses issue #11070 .
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11,072
ENH Enable bzip2 streaming for Python 3
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2015-09-12T13:32:12Z
2015-09-14T20:12:22Z
2015-09-13T14:52:53Z
CONTRIBUTOR
null
This is the one modification related to issue #11070 which affects non-S3 interactions with `read_csv`. The Python 3 standard library has an improved capability for handling bz2 compression, so a simple change will let `read_csv` stream bz2-compressed files.
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ENH Enable streaming from S3
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2015-09-12T13:51:09Z
2015-09-14T22:32:55Z
2015-09-14T22:24:49Z
CONTRIBUTOR
null
File reading from AWS S3: Modify the `get_filepath_or_buffer` function such that it only opens the connection to S3, rather than reading the entire file at once. This allows partial reads (e.g. through the `nrows` argument) or chunked reading (e.g. through the `chunksize` argument) without needing to download the entir...
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ENH Add check for inferred compression before `get_filepath_or_buffer`
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2015-09-12T16:09:22Z
2015-09-15T13:29:18Z
2015-09-15T13:23:42Z
CONTRIBUTOR
null
When reading CSVs, if `compression='infer'`, check the input before calling `get_filepath_or_buffer` in the `_read` function. This way we can catch compresion extensions on S3 files. Partially resolves issue #11070 . Checking for the file extension in the `_read` function should make the checks inside the parsers redu...
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DOC: Comparison with SAS
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2015-09-12T16:21:30Z
2015-09-13T19:10:41Z
2015-09-13T19:10:41Z
CONTRIBUTOR
null
I don't really use SAS any more, but I've got some SAS -> pandas notes I was thinking of expanding to a doc section (like the R & SQL ones) as long as people don't think it's too out of scope for the pandas docs.
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DataFrame.plot() with secondary_y is missing y-axis gridlines, has x-axis gridlines above data
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2015-09-12T16:51:35Z
2021-04-18T23:42:14Z
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Info: matplotlib (1.4.3) pandas (0.16.2) Python 3.4.2 Example: ``` dataframe.plot(secondary_y=['error']) ``` Yields: ![image](https://cloud.githubusercontent.com/assets/395851/9832544/249e58bc-594c-11e5-83d8-457d0080b1c1.png) The gridlines appear on top of the `power` data and there are no lines parallel to the y-a...
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Broken nunique on Series group by
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2015-09-12T18:04:09Z
2015-09-14T22:09:01Z
2015-09-14T22:09:01Z
MEMBER
null
The following code works in 0.16.2 and not in latest master: ``` python data = pd.DataFrame( [[100, 1, 'Alice'], [200, 2, 'Bob'], [300, 3, 'Charlie'], [-400, 4, 'Dan'], [500, 5, 'Edith']], columns=['amount', 'id', 'name'] ) expected = data.groupby(['id', 'amount'])['name'].nunique() ``` G...
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updateing my fork
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2015-09-12T18:18:15Z
2015-09-12T18:20:20Z
2015-09-12T18:20:20Z
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11,079
BUG: Fix Series nunique groupby with object dtype
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11
2015-09-12T18:31:35Z
2015-09-14T22:11:28Z
2015-09-14T22:09:02Z
MEMBER
null
closes #11077
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11,080
PERF: checking is_monotonic_increasing/decreasing before sorting on an index
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1
2015-09-12T20:52:47Z
2015-10-14T10:56:26Z
2015-10-14T10:56:26Z
CONTRIBUTOR
null
We don't keep the sortedness state in an index per-se, but it is rather cheap to check - `is_monotonic_increasing` or `is_monotonic_decreasing` on a reg-index - MultiIndex should check `is_lexsorted` (this might be done already) ``` In [8]: df = DataFrame(np.random.randn(1000000,2),columns=list('AB')) In [9]: %timei...
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11,081
CI: support *.pip for installations
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2015-09-12T22:46:57Z
2015-09-12T23:36:12Z
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CONTRIBUTOR
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11,082
BUG: empty Series concat has no effect
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1
2015-09-12T22:50:09Z
2016-04-10T14:22:42Z
2016-04-10T14:22:42Z
MEMBER
null
``` import numpy as np import pandas as pd s1 = pd.Series([1, 2, 3], name='x') s2 = pd.Series(name='y') # NG, no columns is added pd.concat([s1, s2], axis=1) # x #0 1 #1 2 #2 3 # If padded by value, OK pd.concat([s1, pd.Series([np.nan]*3, name='z')], axis=1) # x z #0 1 NaN #1 2 NaN #2 3 NaN # If conve...
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11,083
DOC: fix plot submethods whatsnew example
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2015-09-12T23:25:09Z
2015-09-13T00:23:54Z
2015-09-12T23:35:09Z
MEMBER
null
This was not building properly.
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11,084
PERF: some regressions
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2015-09-13T00:08:24Z
2020-01-01T16:02:30Z
2020-01-01T15:55:38Z
CONTRIBUTOR
null
http://pydata.github.io/pandas/# is a view since 0.14 (its not every tag, but a sampling). The regressions pages is now working [here](http://pydata.github.io/pandas/#regressions?sort=3&dir=desc) - [ ] http://pydata.github.io/pandas/#groupby.groupby_indices.time_groupby_indices - [ ] http://pydata.github.io/pandas/#fra...
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BUG: Fixed bug in groupby.std changing target column when as_index=False
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14
2015-09-13T00:28:26Z
2019-02-14T05:23:07Z
2015-09-14T02:01:07Z
CONTRIBUTOR
null
Fixed #10355
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11,086
Union of index with itself not invariant, sets frequency attribute
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2015-09-13T10:52:27Z
2015-09-21T02:35:53Z
2015-09-21T02:35:53Z
CONTRIBUTOR
null
When creating the union of an index with itself, the frequency may end up being reset. I would have expected the call to union in the following example to be invariant and return the original index: ``` In [56]: index = pd.bdate_range('20150101', periods=10) In [57]: index.freq = None In [58]: index Out[58]: <class 'p...
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DOC: Comparison with SAS
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2015-09-13T14:17:11Z
2015-09-13T21:43:33Z
2015-09-13T19:10:41Z
CONTRIBUTOR
null
closes #11075 xref #4052 There doesn't seem to be a straightforward way to syntax highlight the SAS code, so it will format as generic code blocks.
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TST: make sure to close stata readers
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2015-09-13T15:27:25Z
2015-09-13T18:27:40Z
2015-09-13T18:27:40Z
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null
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11,089
BigQuery integration tests are skipped on travis
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2015-09-13T17:23:53Z
2016-08-31T12:47:53Z
2016-08-31T12:47:53Z
CONTRIBUTOR
null
Certain BigQuery integration tests are being skipped because they require a project id. Valid BigQuery credentials are required to properly test the gbq module on travis. See PR #10857 ``` ------------------------------------------------------------------------------------------------------------------------------...
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Unit tests in test_ga are being skipped
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2015-09-13T19:09:12Z
2015-09-14T19:51:21Z
2015-09-14T19:51:21Z
CONTRIBUTOR
null
While working on another issue, I noticed the following error in the build test log on travis. ``` ------------------------------------------------------------- #15 nose.failure.Failure.runTest: need httplib2 and auth libs ------------------------------------------------------------- ``` I'm not familar with the ga m...
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TST: Fix skipped unit tests in test_ga. Install python-gflags using p…
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2015-09-13T20:15:02Z
2015-09-14T20:23:13Z
2015-09-14T19:51:21Z
CONTRIBUTOR
null
closes #11090 This commit should resolve the following error in the travis build log. ``` ------------------------------------------------------------- #15 nose.failure.Failure.runTest: need httplib2 and auth libs ------------------------------------------------------------- ``` Valid Google credentials are require...
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11,092
DOC: Update "enhancing perf" doc based on #10953
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2015-09-14T12:21:30Z
2015-09-14T13:10:51Z
2015-09-14T13:10:48Z
MEMBER
null
Updated ["enhancing performance"](http://pandas.pydata.org/pandas-docs/stable/enhancingperf.html#enhancingperf-eval) doc based on #10953. CC @sklam
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TST: More thorough test to check correctness of to_html_unicode
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2015-09-14T15:25:50Z
2015-09-16T23:02:45Z
2015-09-16T23:02:08Z
CONTRIBUTOR
null
The current test for `test_to_html_unicode` only checks for whether the function works but does not check for its correctness.
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11,094
COMPAT: gbq support for python3
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2015-09-14T19:41:10Z
2015-09-27T14:10:24Z
2015-09-27T14:10:24Z
CONTRIBUTOR
null
xref #10572 cc @parthea now that the testing infrastructure is more sound, I think this only requires a newish version of the apiclient (e.g. > 1.4)
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ERR/API: Raise NotImplementedError when method is not implemented (issue: 7692)
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2015-09-14T20:27:25Z
2015-09-21T15:33:55Z
2015-09-21T15:32:17Z
CONTRIBUTOR
null
Fixed #7692
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ENH/COMPAT: add __matmul__ support
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2015-09-14T22:33:24Z
2015-09-15T00:43:33Z
2015-09-15T00:43:33Z
CONTRIBUTOR
null
xref https://github.com/numpy/numpy/issues/4464
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11,097
TST/COMPAT: python 3.5 compat
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0
2015-09-14T22:39:53Z
2015-09-15T23:25:24Z
2015-09-15T23:25:24Z
CONTRIBUTOR
null
A few changes are needed: https://travis-ci.org/jreback/pandas/jobs/80331174 (since merged to master) so the Call node as changed need to do something like this: https://bitbucket.org/pytest-dev/pytest/pull-requests/296/astcall-signature-changed-on-35/diff If this is fixed I think everything will pass. I guess this i...
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11,098
DOC: Fixed outdated doc-string, added missing default values, added missing optional parameters for some io classes
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5
2015-09-14T23:54:06Z
2015-09-17T17:34:49Z
2015-09-17T17:27:23Z
CONTRIBUTOR
null
Some doc-strings are outdated, in a sense that there are missing newly added optional parameters and default values.
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11,099
ENH Add user defined function support to read_gbq
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12
2015-09-15T02:29:11Z
2015-10-11T15:43:28Z
2015-10-11T15:43:28Z
CONTRIBUTOR
null
Added support for BigQuery's new user defined function (UDF) feature. See https://cloud.google.com/bigquery/user-defined-functions#api for details.
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11,100
Passing colors to barplots with subplot=True
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3
2015-09-15T06:25:42Z
2020-04-30T05:49:21Z
2020-04-30T05:49:21Z
NONE
null
Is there a way to pass a list or dict of colors to a pandas barplot with subplot=True? The colors are used per plot instead of colors for individual bars. I would like to plot bar plots that have a different color per bar.
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11,101
SeriesGroupBy.count() failing with TypeError
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1
2015-09-15T08:47:46Z
2015-09-15T10:18:44Z
2015-09-15T10:18:44Z
CONTRIBUTOR
null
``` python >>> import pandas as pd >>> pd.__version__ u'0.17.0rc1' >>> df = pd.DataFrame({'A': [0, 0, 1, 1], 'B': range(4)}) >>> df.groupby('A').count()['B'] A 0 2 1 2 Name: B, dtype: int64 >>> df.groupby('A')['B'].count() Traceback (most recent call last): ... TypeError: Cannot cast array data from dtype('int6...
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11,102
ENH: Data formatting with unicode length
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23
2015-09-15T12:38:20Z
2015-10-03T22:24:44Z
2015-10-03T14:41:03Z
MEMBER
null
Closes #2612. Added `display.unicode.east_asian_width` options, which calculate text width considering East Asian Width. Enabling this option affects to a performance as width must be calculated per characters. #### Current results (captured) ![2015-09-15 20 57 27](https://cloud.githubusercontent.com/assets/1696302/98...
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