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https://api.github.com/repos/pandas-dev/pandas/issues/5301
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21,459,103
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5,301
BUG: setting on a frame without an index silently was failing, related (GH5226)
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0
2013-10-23T14:51:25Z
2014-06-23T20:59:54Z
2013-10-23T15:30:29Z
CONTRIBUTOR
null
related to #5226 the following would previously silently fail: ``` In [3]: df = DataFrame(columns=['A','B']) In [4]: df[0] = Series(1,index=range(4)) In [5]: df Out[5]: A B 0 0 NaN NaN 1 1 NaN NaN 1 2 NaN NaN 1 3 NaN NaN 1 ```
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21,477,686
MDU6SXNzdWUyMTQ3NzY4Ng==
5,302
pd.merge() crashes with core/internals.py error
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2013-10-23T19:12:49Z
2013-10-23T20:37:43Z
2013-10-23T20:37:43Z
NONE
null
Hello, After I did a couple of merges on DataFrames, they crashed with some strange message. After stripping all unnecessary info, here is what I've got: Pandas version: '0.12.0' Numpy version: '1.6.1 How to reproduce: Create three files with the following content: ===input0.csv=== ``` ,myid,lang,someid 0,0,en,0 ...
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https://api.github.com/repos/pandas-dev/pandas/issues/5303
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21,484,527
MDExOlB1bGxSZXF1ZXN0OTM0NjM0NQ==
5,303
BUG: Fix Series.isin with date/time-like dtypes (GH5021)
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0
2013-10-23T21:03:57Z
2014-06-25T23:10:50Z
2013-10-24T10:21:38Z
CONTRIBUTOR
null
closes #5021 ``` In [6]: s = Series(date_range('jan-01-2013','jan-05-2013')) In [7]: s Out[7]: 0 2013-01-01 00:00:00 1 2013-01-02 00:00:00 2 2013-01-03 00:00:00 3 2013-01-04 00:00:00 4 2013-01-05 00:00:00 dtype: datetime64[ns] In [8]: s.isin(s[0:2]) Out[8]: 0 True 1 True 2 False 3 False 4 ...
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21,486,535
MDU6SXNzdWUyMTQ4NjUzNQ==
5,304
ENH: Tweaks to axis handling (esp for flex methods)
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6
2013-10-23T21:36:02Z
2013-10-28T01:14:47Z
2013-10-28T01:14:47Z
CONTRIBUTOR
null
- [x] Add 'rows' as synonym for 'index' for DataFrame and Series - #5309 - [x] Allow Series to accept axis kwarg for flex ops (and only allow axis=0) - #5352 - [x] Fix Panel functions that aren't getting axis correctly - #5354 I think (2) may already be there, but I'm not sure and I want to check that. This should be...
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21,493,055
MDExOlB1bGxSZXF1ZXN0OTM1MTI1OQ==
5,305
ENH: allow astype conversions for timedeltas to other timedelta freqs (still returns a float series), related to GH4521
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0
2013-10-23T23:55:58Z
2014-07-16T08:36:35Z
2013-10-24T00:13:07Z
CONTRIBUTOR
null
related #4521 ``` In [4]: td = pd.to_timedelta([0,1,2],unit='D') In [5]: td Out[5]: 0 00:00:00 1 1 days, 00:00:00 2 2 days, 00:00:00 dtype: timedelta64[ns] In [6]: td / np.timedelta64(1,'s') Out[6]: 0 0 1 86400 2 172800 dtype: float64 ``` This is new (used to raise) ``` In [7]: td.as...
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21,495,574
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5,306
Unused Imports in tseries.tools
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2
2013-10-24T01:11:47Z
2014-07-28T14:58:21Z
2014-07-28T14:58:21Z
CONTRIBUTOR
null
Imports https://github.com/pydata/pandas/blob/master/pandas/tseries/tools.py#L213 and https://github.com/pydata/pandas/blob/master/pandas/tseries/tools.py#L214 are not used: ``` from pandas.tseries.offsets import DateOffset from pandas.tseries.frequencies import (_get_rule_month, _month_numbers, ...
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5,307
Parameter Name of startingMonth for QuarterEnd is Misleading
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2
2013-10-24T01:34:08Z
2021-04-11T03:46:38Z
null
CONTRIBUTOR
null
`startingMonth` is the month the quarter ends. This is confusing.
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21,496,403
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5,308
Revert print_skipped.py changes for now
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1
2013-10-24T01:42:57Z
2014-07-16T08:36:37Z
2013-10-24T11:32:14Z
CONTRIBUTOR
null
goes back to @cpcloud's original plugin that echo'd separately. Just until @cpcloud has time to implement this for nose-skipped. Just makes it much easier to read through Travis builds (especially for new users) if the print_skipped stuff is hidden at first glance.
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5,309
ENH: Make 'rows' an axis alias for 'index'
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2013-10-24T02:03:08Z
2014-07-16T08:36:38Z
2013-10-25T09:59:02Z
CONTRIBUTOR
null
Think this covers it - think I have an appropriate number of cases too. I don't actually want to put this in the docs, as it's just for convenience. Thoughts on that?
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5,310
TypeError when plotting TimeSeries with NaN data, maybe a BUG?
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7
2013-10-24T08:32:06Z
2013-10-28T12:27:28Z
2013-10-24T13:53:46Z
NONE
null
I get a TypeError message when I try to plot a pandas TimeSeries object that contains NaN's. The strange thing is, this does not happen when I have 'inf' values, or when a normal series is used with integer index values. Now, all of a sudden (no recent updates I can think of) all my plotting scripts get the TypeError...
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21,519,271
MDExOlB1bGxSZXF1ZXN0OTM2NTA1MQ==
5,311
TST: changes AssertionErrors in core/generic/_construct_axes_from_arguments to Type/Value Errors
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2
2013-10-24T12:32:48Z
2014-07-16T08:36:40Z
2013-10-24T18:18:37Z
CONTRIBUTOR
null
closes #5051
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21,542,972
MDU6SXNzdWUyMTU0Mjk3Mg==
5,312
Failing statsmodels tests on pandas master vs. 0.12.0
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18
2013-10-24T18:46:12Z
2013-10-26T00:31:29Z
2013-10-26T00:31:29Z
CONTRIBUTOR
null
https://launchpadlibrarian.net/154849014/buildlog_ubuntu-trusty-i386.statsmodels_0.6.0~ppa18~revno-1486~ubuntu14.04.1_UPLOADING.txt.gz ``` ====================================================================== ERROR: statsmodels.iolib.tests.test_foreign.test_genfromdta_datetime ----------------------------------------...
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21,549,338
MDU6SXNzdWUyMTU0OTMzOA==
5,313
ENH: Add support for Categoricals in BlockManager
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19
2013-10-24T20:27:36Z
2014-07-14T21:42:11Z
2014-07-14T21:42:11Z
CONTRIBUTOR
null
tl;dr - add true support for Categoricals in NDFrame. There was an issue on the mailing list about using cut and sorting the results that brought this to mind. The issue is both that (I believe) a categorical loses its representation when you put it in a DataFrame and so the output of cut has to just be strings. I pr...
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21,549,758
MDU6SXNzdWUyMTU0OTc1OA==
5,314
ENH: Special type for qcut/cut to enable sorting.
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2013-10-24T20:33:50Z
2014-07-14T21:42:11Z
2014-07-14T21:42:11Z
CONTRIBUTOR
null
I recall discussing this before but came up on the mailing list again. Sorting of cut output is always wrong / ugly. I propose creating a str-like that compares with others of the same type as if they were tuples (possibly with nice logic around ranges) - would be facilitated by intro of CategoricalBlock. Similar to r...
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21,550,236
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5,315
ENH: add basic postgresql support to io.sql
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14
2013-10-24T20:40:40Z
2014-07-07T14:18:40Z
2014-01-26T12:21:13Z
NONE
null
I added in basic postresql support
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21,566,878
MDU6SXNzdWUyMTU2Njg3OA==
5,316
Failing tests in csv
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0
2013-10-25T03:15:51Z
2013-10-25T13:45:12Z
2013-10-25T13:45:12Z
CONTRIBUTOR
null
I'm getting three errors in the csv tests: AssertionError: attr is not equal [dtype]: dtype('int32') != dtype('int64') Note: I'm using a 32 bit OS.
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21,567,248
MDU6SXNzdWUyMTU2NzI0OA==
5,317
HDFStore table format append issue
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2013-10-25T03:28:21Z
2013-10-25T13:30:23Z
2013-10-25T03:46:15Z
CONTRIBUTOR
null
I can't seem to append a 2-column filled with timedelta64 and datetime64 to an empty HDFStore: http://nbviewer.ipython.org/7149023
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5,318
TST: Fixed int32/int64 problem in csv parser tests
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1
2013-10-25T03:30:59Z
2014-07-16T08:36:42Z
2013-10-25T13:45:12Z
CONTRIBUTOR
null
Fixes #5316 I think this was just an issue with 32 bit OSes.
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5,319
Regression for pd.Series.replace(np.nan, inplace=True)
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23
2013-10-25T06:09:01Z
2016-10-12T23:04:19Z
2013-12-01T20:00:10Z
CONTRIBUTOR
null
This code was working in pd 0.12.0, but is failing in current master ('0.12.0-955-ga96cd66'): ``` python df.last_el_cmd.replace(np.nan, inplace=True) ``` The error: ``` python /usr/local/epd/lib/python2.7/site-packages/pandas-0.12.0_955_ga96cd66-py2.7-linux-x86_64.egg/pandas/core/generic.pyc in replace(self, to_repl...
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21,590,082
MDU6SXNzdWUyMTU5MDA4Mg==
5,320
PERF: slow assignement of an index to a frame
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0
2013-10-25T13:27:04Z
2013-10-25T13:44:35Z
2013-10-25T13:44:35Z
CONTRIBUTOR
null
http://stackoverflow.com/questions/19578736/timespan-of-groups-in-pandas-timeseries
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5,321
PERF: vbench for time-series index assignment in frame (GH5320)
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2013-10-25T13:30:56Z
2014-07-16T08:36:46Z
2013-10-25T13:44:35Z
CONTRIBUTOR
null
PERF: direct index assignment in a frame was doing lots of work closes #5320 ``` ------------------------------------------------------------------------------- Test name | head[ms] | base[ms] | ratio | -----------------------------------------------------------------------------...
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5,322
BUG: when trying to use an out-of-bounds date as an object dtype (GH5312)
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0
2013-10-25T14:24:13Z
2014-07-16T08:36:48Z
2013-10-25T14:44:17Z
CONTRIBUTOR
null
closes 1st issue in #5312
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5,323
ENH: add more postgres support - started adding some oracle code
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2013-10-25T15:05:39Z
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NONE
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5,324
BUG: embedded pandas object cause formatting exceptions
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0
2013-10-25T15:56:32Z
2013-10-25T19:24:09Z
2013-10-25T19:24:09Z
CONTRIBUTOR
null
http://stackoverflow.com/questions/19594003/should-it-be-supported-to-store-a-pandas-dataframe-in-another-pandas-dataframe
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5,325
BUG: bug when trying to display an embedded PandasObject (GH5324)
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6
2013-10-25T16:02:46Z
2014-06-20T16:31:35Z
2013-10-25T19:24:09Z
CONTRIBUTOR
null
closes #5324 There was a bug where this wasn't display at all, so this PR fixes Do we care about formatting _embedded_ pandas objects? (as we don't recommend this anyhow) ``` In [15]: df1 = DataFrame({'a':[1, 2, 3], 'b':[3, 4, 5]}) In [19]: df2.dtypes Out[19]: 0 object dtype: object In [16]: df1 Out[16]: a...
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5,326
objToJSON nonvoid function does not return a value
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10
2013-10-25T16:52:11Z
2013-10-26T14:13:31Z
2013-10-26T14:13:31Z
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I am trying to package pandas 0.12.0 for openSUSE with python 3 the build fails with the following error: E: python3-pandas no-return-in-nonvoid-function pandas/src/ujson/python/objToJSON.c:166 I think this may be related to pull request #3874, where the return type was changed to int but the rest of the function rem...
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5,327
TST/BUG: allow invalid Timestamps to pass thru as datetimes when operating with offsets
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2
2013-10-25T17:44:31Z
2014-06-27T23:14:58Z
2013-10-26T00:31:29Z
CONTRIBUTOR
null
closes #5312
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5,328
BUG: repr/str of storers in HDFStore was calling an incorrect method
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CONTRIBUTOR
null
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5,329
Possible memory leak with HDFStores and dataframes?
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14
2013-10-25T19:38:33Z
2014-04-09T13:53:48Z
2014-04-09T13:53:48Z
CONTRIBUTOR
null
I am running this loop over approx 48 large HDFstores, each with approx 17 million rows. After roughly half the list done, it crashes with a memory error on my 96 GB RAM machine running CentOS6 64-bit. ``` python for fname in fnames: print fname df = pd.read_hdf(fname, 'df', columns=[colname]) df['mybool'...
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21,612,480
MDExOlB1bGxSZXF1ZXN0OTQxNTk4NQ==
5,330
ENH: Add option to highlight NaN cells
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4
2013-10-25T19:53:01Z
2014-06-14T01:25:10Z
2013-11-21T13:59:41Z
NONE
null
Useful for quickly inspecting data in an ipynb - Add display.highlight_nan option (default True) - Add argument to DataFrame.to_html and HTMLFormatter.__init__ - Add test
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21,612,729
MDU6SXNzdWUyMTYxMjcyOQ==
5,331
DOC: build error on to_latex
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28
2013-10-25T19:58:01Z
2013-11-06T14:09:25Z
2013-11-06T12:58:55Z
CONTRIBUTOR
null
https://gist.github.com/changhiskhan/7159783 from @changhiskhan
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21,621,712
MDU6SXNzdWUyMTYyMTcxMg==
5,332
Period.asfreq broken for freq=MS
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10
2013-10-25T23:10:41Z
2014-04-09T03:02:03Z
2014-04-09T03:01:56Z
CONTRIBUTOR
null
This works: ``` In [9]: pd.Period("2013").asfreq(freq="M", how="S") Out[9]: Period('2013-01', 'M') ``` but this does not: ``` In [8]: pd.Period("2013").asfreq(freq="MS", how="S") ----> 1 pd.Period("2013").asfreq(freq="MS", how="S") /usr/local/lib/python2.7/dist-packages/pandas/tseries/period.pyc in asfreq(self, fre...
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21,623,010
MDU6SXNzdWUyMTYyMzAxMA==
5,333
asfreq_info has redundant fields / poor comments
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2
2013-10-25T23:52:46Z
2018-10-25T23:56:16Z
2018-10-25T23:56:16Z
CONTRIBUTOR
null
looking at the definition for the `asfreq_info` struct in `period.h`, I see the following lines: ``` int from_a_year_end; // month the year ends on in the "from" frequency int from_q_year_end; // month the year ends on in the "from" frequency int to_a_year_end; // month the year ends on in the "to" frequency int to...
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21,623,713
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5,334
CLN: Fix return type for initObjToJSON()
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6
2013-10-26T00:17:03Z
2014-06-25T20:51:28Z
2013-10-26T14:13:31Z
CONTRIBUTOR
null
Make it so that it always returns the same thing as numpy, so that it matches the right signature whether in or not in the error condition. Closes #5326.
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5,335
BUG: empty series not printing name in repr (#4651)
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11
2013-10-26T00:42:38Z
2014-06-23T09:41:29Z
2013-11-02T20:58:19Z
CONTRIBUTOR
null
Implemented as suggested in #4651
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5,336
DOC: Added/fixed some docstrings, esp Panel flex
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2
2013-10-26T02:27:57Z
2014-06-13T13:53:33Z
2013-10-28T01:18:49Z
CONTRIBUTOR
null
1. Panel flex docstrings had str representation of functions like `<builtin-func add..>` (not pretty). Fixed to be name 2. Added some docstrings to miscellaneous properties and clarified meaning of info_axis/keys. 3. Wrap 0.13's release.rst at 80 characters per line. I'm happy to revert (3) above...just was both...
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21,626,339
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5,337
Docs for error_bad_lines, and warn_bad_lines options to pd.read_*
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1
2013-10-26T02:55:02Z
2014-07-16T08:37:14Z
2014-01-01T03:14:28Z
CONTRIBUTOR
null
Hi, Added some docs for error_bad_lines & warn_bad_lines, as currently there aren't any found here: http://pandas.pydata.org/pandas-docs/dev/generated/pandas.io.parsers.read_csv.html
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DataFrame.replace(dict) has weird behaviour in some cases
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2013-10-26T11:04:26Z
2016-10-12T23:04:19Z
2014-02-21T12:00:51Z
CONTRIBUTOR
null
``` python import pandas as pd df = pd.DataFrame({"color":[1,2,3,4]}) print df color 0 1 1 2 2 3 3 4 print df.replace({"color":{"1":"2","3":"4",}}) # works but shouldn't? color 0 2 1 2 2 4 3 4 print df.replace({"color":{"1":"2","2":"3","3":"4","4":"5"}}) # strange color 0 ...
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https://api.github.com/repos/pandas-dev/pandas/issues/5339
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21,636,772
MDU6SXNzdWUyMTYzNjc3Mg==
5,339
Timestamp.now() throws an Error
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9
2013-10-26T16:38:59Z
2013-10-27T21:59:55Z
2013-10-27T21:59:55Z
CONTRIBUTOR
null
Not sure if that is expected, but if it is expected it would be nice if the error message and the docsring of `Timestamp.now()` could be improved. ``` from pandas.tslib import Timestamp Timestamp.now() --------------------------------------------------------------------------- TypeError ...
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21,637,848
MDExOlB1bGxSZXF1ZXN0OTQyNzkzNQ==
5,340
More informative exception when trying to use ``MS`` as period frequency
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22
2013-10-26T17:45:23Z
2014-07-16T08:37:16Z
2014-04-09T03:01:05Z
CONTRIBUTOR
null
Closes #5332
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21,638,243
MDExOlB1bGxSZXF1ZXN0OTQyODA4Ng==
5,341
BUG/CLN: Cleanup sanitize column and abstract broadcasting
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11
2013-10-26T18:09:21Z
2014-07-16T08:37:19Z
2013-10-26T23:40:01Z
CONTRIBUTOR
null
Also fixes small bug from #5321
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21,639,712
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5,342
API: provide compat for Timestamp now/today/utcnow class methods (GH5339)
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6
2013-10-26T19:39:45Z
2014-07-16T08:37:21Z
2013-10-27T21:59:55Z
CONTRIBUTOR
null
closes #5339
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21,642,526
MDExOlB1bGxSZXF1ZXN0OTQyOTY5MA==
5,343
ENH: allow in-line expression assignment with df.eval
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17
2013-10-26T22:34:45Z
2014-06-17T03:29:49Z
2013-10-27T22:12:25Z
CONTRIBUTOR
null
This was a relatively easy extension of eval to allow in-line creation/assignment. Allows one to basically use formulas to do things (pandas conquers excel!!!!) - [x] docs - [x] tests non-frame ``` In [11]: df = DataFrame(dict(a = range(5), b = range(5,10))) In [12]: df Out[12]: a b 0 0 5 1 1 6 2 2 7 3 3...
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21,644,077
MDU6SXNzdWUyMTY0NDA3Nw==
5,344
BUG: set_index not resetting ref_locs
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0
2013-10-27T00:29:56Z
2013-10-27T00:45:07Z
2013-10-27T00:45:07Z
CONTRIBUTOR
null
http://stackoverflow.com/questions/19612650/pandas-multiindex-names-not-working
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21,644,166
MDExOlB1bGxSZXF1ZXN0OTQzMDI4Mw==
5,345
BUG: Bug when renaming then set_index on a DataFrame (GH5344)
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0
2013-10-27T00:36:05Z
2014-06-17T11:24:24Z
2013-10-27T00:45:07Z
CONTRIBUTOR
null
closes #5344
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21,652,562
MDU6SXNzdWUyMTY1MjU2Mg==
5,346
to_clipboard() should ignore display options
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2
2013-10-27T13:27:20Z
2013-11-26T01:04:01Z
2013-11-26T01:04:01Z
NONE
null
When the frame is too wide or too long, summary/expand_repr kick in and the contents of the clipboard are unusable. Could perhaps introduce an option to enforce a limit on row count (10,000? 100,000? ) and/or add a `force` keyword in `to_clipboard()` since copying a huge amount into the clipboard can hang. now that ...
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5,347
please tidy up your temporary files during testing
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2
2013-10-27T15:44:18Z
2016-10-12T23:04:19Z
2013-10-28T03:26:02Z
CONTRIBUTOR
null
I found that our /tmp on nibotmi was filled up with tmp*png files. And they are coming from pandas. I did mkdir tmp; TMPDIR=$PWD/tmp nosetests -s -v pandas to find 186 .png of 12M total after a single run of tests
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21,656,721
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5,348
Cannot Add Dates that are the 1st of a Month and on a Sunday to a DatetimeIndex
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3
2013-10-27T17:40:46Z
2016-12-11T14:06:54Z
2016-12-11T14:06:54Z
NONE
null
Running into a problem when I attempt to add the first date of a month that is a Sunday. ``` python import datetime from pandas.tseries.index import DatetimeIndex d1 = datetime.date(2002, 9, 1) d2 = datetime.date(2013, 10, 27) d3 = datetime.date(2012, 9, 30) i1 = DatetimeIndex([d1, d2]) i2 = DatetimeIndex([d3]) i1...
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21,659,349
MDU6SXNzdWUyMTY1OTM0OQ==
5,349
np.max(Index) creates an invalid index.
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2013-10-27T20:06:22Z
2013-10-27T21:13:49Z
2013-10-27T21:13:49Z
NONE
null
Pandas version: '0.12.0' Numpy version: '1.6.1' How to reproduce: ser = pd.Series([2, 4, 6], index=[0, 2, 3]) ids = ser.index x = np.max(ids) Now, two things happen: *) type(x) is Index *) x is a 0-d array (so getting x[0]) crashes *) print x crashes as well: /home/olexiy/clients/olexiy-validators/google3/blaze-bin/...
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21,659,572
MDExOlB1bGxSZXF1ZXN0OTQzNTYwNA==
5,350
DOC: Panel *xs() docstring indicates wrong default for copy
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1
2013-10-27T20:17:41Z
2014-06-24T22:56:53Z
2013-11-21T14:06:31Z
CONTRIBUTOR
null
Also the copy param in Panel.xs was undocumented. Intentional? Worth a line in release.rst?
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21,661,395
MDU6SXNzdWUyMTY2MTM5NQ==
5,351
fromtimestamp, utcfromtimestamp, strptime and combine are broken for Timestamp
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0
2013-10-27T22:01:07Z
2014-11-17T10:56:44Z
2014-11-17T10:56:44Z
CONTRIBUTOR
null
See #5342
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21,661,797
MDExOlB1bGxSZXF1ZXN0OTQzNjQ5Mg==
5,352
CLN: Add axis kwarg to Series wrapper for compat
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2
2013-10-27T22:27:17Z
2014-07-16T08:37:31Z
2013-10-28T00:48:46Z
CONTRIBUTOR
null
Now flex methods can take axis=0/axis='rows'/axis='index'. Also updated tests to cover full range of Series flex ops and check that they all accept an axis argument.
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21,662,275
MDU6SXNzdWUyMTY2MjI3NQ==
5,353
Plotting in a specific axis with DataFrame.hist(by=) is not working as expected
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8
2013-10-27T22:58:05Z
2014-08-19T17:09:14Z
2014-08-19T17:09:14Z
CONTRIBUTOR
null
Hi, I posted this on stackoverflow http://stackoverflow.com/questions/19602864/how-to-plot-in-a-specific-axis-with-dataframe-histby-in-pandas?noredirect=1#comment29118427_19602864 and was suggested to file a bug report here. I am trying plot several histogram groups in the same figure. Each group contains two conditio...
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5,354
BUG/ENH: Allow drop to accept axis name
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1
2013-10-28T00:09:50Z
2014-06-14T15:19:38Z
2013-10-28T01:14:38Z
CONTRIBUTOR
null
Still need to add tests for DataFrame and Series, but should work. Very simple fix to boot :). Finally closes #5044
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21,664,366
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5,355
BUG: .drop() doesn't parse strings for DatetimeIndex.
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2013-10-28T00:33:32Z
2020-03-31T04:12:46Z
null
CONTRIBUTOR
null
Needs to coerce: e.g. ``` python In [1]: import pandas.util.testing as tm In [2]: pan = tm.makePanel() In [3]: pan Out[3]: <class 'pandas.core.panel.Panel'> Dimensions: 3 (items) x 30 (major_axis) x 4 (minor_axis) Items axis: ItemA to ItemC Major_axis axis: 2000-01-03 00:00:00 to 2000-02-11 00:00:00 Minor_axis axis...
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5,356
ENH: Change `NDFrame.div()` to be truediv in Python 2.X
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2013-10-28T00:43:16Z
2013-11-05T22:53:10Z
2013-11-05T22:53:10Z
CONTRIBUTOR
null
Now that we have all the arithmetic methods, there's no reason to keep it as before. Not having this means that operating on an int column with missing values switches operation result from floordiv to truediv. @wesm You had, at one point, said that you would consider this. I believe this change would iron over a lon...
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5,357
ERR: Poor error message passing iterator to DataFrame constructor.
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2013-10-28T00:59:30Z
2014-04-27T23:39:58Z
2014-04-27T23:39:58Z
CONTRIBUTOR
null
E.g.: ``` python from itertools import izip df = DataFrame(izip(range(3), range(-3, 1), list('abc')), columns=list('abc')) --------------------------------------------------------------------------- PandasError Traceback (most recent call last) <ipython-input-3-15234514160e> in <module>()...
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5,358
BUG: set_index doesn't work with MI.
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1
2013-10-28T01:59:23Z
2014-04-04T18:08:48Z
2014-04-04T18:08:41Z
CONTRIBUTOR
null
Changes it to tuples instead (so it's probably just converting to list or going to values somewhere) ``` python In [9]: df = DataFrame(list(zip(range(3), range(3), range(3), range(3)))) In [10]: ind = MultiIndex.from_arrays([['x', 'y', 'z'], [4, 4, 5]], names=['ind1', 'ind2']) In [11]: df.set_index(ind) Out[11]: ...
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5,359
TST: Make sure files are removed in test_graphics
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2013-10-28T03:10:35Z
2014-07-16T08:37:36Z
2013-10-28T03:26:02Z
CONTRIBUTOR
null
plt.savefig() appends an extension by default, which messes up ensure_clean(). Added option to ensure_clean() to just return file-like. Closes #5347.
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21,669,458
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5,360
TST/CLN: Only print on test failures.
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2013-10-28T03:46:45Z
2014-07-16T08:37:37Z
2013-10-28T04:00:35Z
CONTRIBUTOR
null
Don't pollute output.
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5,361
BUG: to_datetime returns KeyError: 'p' when %p specified in format string
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1
2013-10-28T13:27:29Z
2014-06-07T06:13:38Z
2014-01-24T22:16:35Z
CONTRIBUTOR
null
Here's a question on SO - http://stackoverflow.com/questions/19635704/keyerror-in-pandas-to-datetime-using-custom-format, also possible to check it like this: ``` pd.to_datetime('09/30/2013 04:14 PM', format="%m/%d/%Y %I:%M %p") ``` It works for python time: ``` time.strptime('09/30/2013 04:14 PM', "%m/%d/%Y %I:%M %...
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5,362
TST: interpolate precision inference
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2013-10-28T18:26:15Z
2014-07-16T08:37:39Z
2013-10-28T19:52:51Z
CONTRIBUTOR
null
closes #5174
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BUG/TST: Precision on downcast
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1
2013-10-28T19:53:37Z
2013-10-28T23:57:12Z
2013-10-28T23:57:12Z
CONTRIBUTOR
null
See https://github.com/pydata/pandas/issues/5174 May not be just Macs. From that thread, yarikoptic's OS was: `OS: Linux 3.9-1-amd64 #1 SMP Debian 3.9.8-1 x86_64`. A sample failure is from the generic.interpolate suite (modified to downcast, which is the default): ``` python def test_interp_quad(self): ...
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21,720,011
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5,364
HDF5 (PyTables) fsync support
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2013-10-28T20:51:13Z
2013-10-29T20:29:10Z
2013-10-29T20:29:10Z
CONTRIBUTOR
null
I'm using Pandas HDF5 files on a shared network file system with a distributed lock manager (based on Kazoo) to ensure a single writer at a time. When there is significant lock contention, a rapid series of flush, close, lock release and lock acquisition in a different process will cause corruption to the HDF5 file. T...
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5,365
Google Analytics Segments are now strings
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2013-10-28T20:56:04Z
2013-10-28T21:07:17Z
2013-10-28T21:01:49Z
NONE
null
Since the advanced segment changes Google has rolled out, Google Analytics segments are now alphanumeric instead of integers. https://developers.google.com/analytics/devguides/config/mgmt/v3/mgmtReference/management/segments When I run: ``` from pandas.io.ga import GAnalytics gAnalytics = GAnalytics() gAnalytics.cre...
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5,366
fix: to_datetime returns KeyError: 'p' when %p specified in format string (GH5361)
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2013-10-28T21:04:33Z
2014-06-20T18:09:45Z
2014-01-24T22:16:24Z
CONTRIBUTOR
null
closes https://github.com/pydata/pandas/issues/5361
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5,367
Add mode() function to pandas.Series
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2013-10-28T21:50:57Z
2013-11-05T06:00:57Z
2013-11-05T06:00:57Z
NONE
null
The mode function returns the most common value (http://en.wikipedia.org/wiki/Mode_%28statistics%29) and it would be nice to have it is a shortcut for Series.value_counts().idxmax() .
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5,368
BUG: downcasting is now more robust (related GH5174)
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2013-10-28T22:58:08Z
2014-07-16T08:37:41Z
2013-10-28T23:55:55Z
CONTRIBUTOR
null
related #5174
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5,369
ENH: HDFStore.flush() to optionally perform fsync (GH5364)
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2
2013-10-28T23:59:11Z
2014-06-16T19:17:25Z
2013-10-29T20:28:40Z
CONTRIBUTOR
null
Pull request for #5364. The `fsync=False` parameter was added to `flush` given this offers utility for non-distribution use cases, such as a user just wanting to ensure their data is regularly flushed to disk. I could not see any mocking library in use in the Pandas tests, so I skipped adding one just to verify `os.f...
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21,735,355
MDU6SXNzdWUyMTczNTM1NQ==
5,370
df.head() and .tail() weirdness
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9
2013-10-29T03:19:16Z
2013-10-30T00:27:29Z
2013-10-29T18:33:10Z
CONTRIBUTOR
null
I am data wrangling some Excel data into a dataframe. At some point it has an Index like so: ``` python Index([u'(K)', -440.0, -439.0, -438.0, -437.0, -436.0, -435.0, -434.0, -433.0, -432.0], dtype='object') ``` Naturally, I want to drop the "u'(K)'" index. Interestingly, after doing so the head() and tail() calcula...
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5,371
TST: Better handle np.array_equal() edge cases
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2013-10-29T03:45:56Z
2014-07-16T08:37:47Z
2013-10-29T22:51:12Z
CONTRIBUTOR
null
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5,372
repr for PeriodIndex does not handle <=2 elements well
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0
2013-10-29T12:26:59Z
2013-10-31T01:24:56Z
2013-10-31T01:24:56Z
CONTRIBUTOR
null
The `repr` for `PeriodIndex` uses ellipses (i.e. ...) for all number of elements. Ellipses should only be used for more than two elements. `DatetimeIndex` correctly does this: ``` In [9]: pd.period_range('2013Q1', periods=1, freq="Q") Out[9]: <class 'pandas.tseries.period.PeriodIndex'> freq: Q-DEC [2013Q1, ..., 2013Q...
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21,754,109
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5,373
BUG: Make sure that head/tail are iloc based, (GH5370)
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0
2013-10-29T12:43:57Z
2014-07-01T05:46:01Z
2013-10-29T18:33:10Z
CONTRIBUTOR
null
closes #5370
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21,759,043
MDExOlB1bGxSZXF1ZXN0OTQ4NzQ4NA==
5,374
Escape special characters in to_latex() output
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19
2013-10-29T14:12:05Z
2014-06-18T14:06:06Z
2014-01-21T21:06:58Z
CONTRIBUTOR
null
Some characters have special meaning in latex: & % $ # _ { } ~ ^ . When a dataframe contains a special character (as part of an index label, for example), to_latex() spits out invalid latex.
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21,780,427
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5,375
BUG/TST: transform and filter on non-unique index, closes #4620
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2013-10-29T19:08:50Z
2014-06-18T17:10:16Z
2013-11-01T18:34:36Z
CONTRIBUTOR
null
closes #4620 This is a relatively minor change. Previously, `filter` on `SeriesGroupBy` and `DataFrameGroupby` and `transform` on only `SeriesGroupBy` referred to the index of each group's object. This cannot work with repeated indexes, because some repeated indexes occur between more than one group. Instead, use `{S...
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5,376
repr for PeriodIndex does not handle <=2 elements well (GH5372)
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2013-10-29T19:33:00Z
2014-07-16T08:37:57Z
2013-10-31T01:24:57Z
CONTRIBUTOR
null
closes https://github.com/pydata/pandas/issues/5372
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5,377
ENH: DataFrame.value_counts()
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2013-10-29T20:52:17Z
2020-02-26T02:20:44Z
2020-02-26T02:20:44Z
CONTRIBUTOR
null
Enable value_counts on DataFrame by delegating along axis (ie columns/items) to value_counts as convenience, boiling down to same Series value_counts (Panel is more complicated so not going to attempt for now). Gets weird with heterogeneous dtypes (b/c union of all unique values) @rockg - can you make up some test c...
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5,378
BUG: Fixes color selection in andrews_curve
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21
2013-10-30T02:46:42Z
2014-06-22T05:09:45Z
2013-10-31T03:28:25Z
CONTRIBUTOR
null
Fixed bug introduced in b5265a5b84ae1aeaf5fff88f1f9e5872a9b404e6 which change from picking a single random color for the class to picking a random color for each line. This returns the color selection to a per-set basis. See http://stackoverflow.com/questions/19667209/colors-in-andrews-curves
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21,802,514
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5,379
TST: Use matplotlib's compare_images to check plots
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2013-10-30T02:53:32Z
2020-05-22T03:26:25Z
null
CONTRIBUTOR
null
With #5378 - could be a good time to start comparing against images for these plotting tests... matplotlib has a test function and GeoPandas is working on it here - https://github.com/kjordahl/geopandas/pull/43, so we could work off of their example, maybe a decorator that handles ensure_clean and comparisons...
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5,380
ENH: Add mode method to Series and DataFrame
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2013-10-30T03:32:21Z
2014-06-15T23:15:45Z
2013-11-05T06:00:57Z
CONTRIBUTOR
null
Closes #5367 - generally as fast or faster than value_counts (which makes sense because it has to construct Series), so should be relatively good performance-wise. Also, doesn't get stuck on value_counts' pathological case (huge array with # uniques close to/at the size of the array). Not using result of hashtable.val...
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5,381
WIP: Add value_counts() to DataFrame
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19
2013-10-30T03:43:00Z
2015-01-18T21:39:35Z
2015-01-18T21:39:35Z
CONTRIBUTOR
null
- abstract bin generation from cut to use elsewhere. Panel goes to ndarray on apply so that's a future TODO. I'm relatively certain that this works, but I don't have explicit tests for it. I'm hoping others who are interested (cough cough @rockg) will be willing to create some of them. Key to test are that binning, ...
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21,805,501
MDU6SXNzdWUyMTgwNTUwMQ==
5,382
Missing entries in tseries.offsets.prefix_mapping
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2013-10-30T05:02:39Z
2013-11-01T20:57:28Z
2013-11-01T20:57:28Z
CONTRIBUTOR
null
The dict `tseries.offsets.prefix_mapping` is missing at least the `Nano` and `LastWeekOfMonth` offset classes.
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21,805,599
MDExOlB1bGxSZXF1ZXN0OTUxNDMxMA==
5,383
Update offset prefix map
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4
2013-10-30T05:08:02Z
2014-07-01T17:16:52Z
2013-11-01T20:57:08Z
CONTRIBUTOR
null
This should address issue #5382
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21,822,769
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5,384
io.html.read_html returning table "twice"
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2
2013-10-30T12:57:17Z
2013-10-30T14:23:23Z
2013-10-30T14:23:23Z
CONTRIBUTOR
null
Forgive the markup indentation. ``` python from pandas.io.html import read_html read_html('http://www.epexspot.com/en/market-data/auction/auction-table/2005-10-25/DE', attrs={'class': 'list hours responsive'}, skiprows=1, parse_dates=False) ``` returns a list of two data frames where the first one is equivalent to `r...
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5,385
CLN/BUILD: Fix clang warnings on build
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2013-10-30T13:16:44Z
2018-10-25T03:22:23Z
2018-10-25T03:22:23Z
CONTRIBUTOR
null
Here's the [output](https://gist.github.com/TomAugspurger/7232405) from the current master. I could try to clean some of the warnings up someday _if there's any interest_; a decent excuse to look through the source code. A lot of the warnings look similar: - deprecated numpy API - warning: static variable 'PyArray_API...
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5,386
ER: raise properly on storing unicode index in HDFStore table
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2013-10-30T13:19:08Z
2013-10-30T13:43:13Z
2013-10-30T13:43:13Z
CONTRIBUTOR
null
http://stackoverflow.com/questions/19672508/dtypes-of-dataframe-does-not-fit-dataframe-info
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5,387
ER/API: unicode indices not supported on table formats in py2 (GH5386)
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2013-10-30T13:20:45Z
2014-06-23T13:40:00Z
2013-10-30T13:43:13Z
CONTRIBUTOR
null
closes #5386
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5,388
BUG: Panel.to_hdf silently fails with NaT
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2013-10-30T14:13:12Z
2018-07-06T20:21:02Z
2017-07-10T21:09:13Z
CONTRIBUTOR
null
Just on panels, works fine for DataFrames. Gives a `TypeError` when reading: ``` python In [7]: df = pd.DataFrame({'A': [1, 2], 'B': pd.to_datetime(['2010-01-01', np.nan])}) In [8]: df Out[8]: A B 0 1 2010-01-01 00:00:00 1 2 NaT In [10]: tst = pd.HDFStore('tst.h5') In [12]: df...
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5,389
io.html.read_html support XPath table identification
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16
2013-10-30T14:22:55Z
2014-01-18T16:30:29Z
2014-01-01T02:38:26Z
CONTRIBUTOR
null
Feature request as in subject that came up on #5384. This would be for cases where table attrs alone don't cut it and manual lxml / bs4 could be avoided. What do you think?
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5,390
API: raise/warn SettingWithCopy when chained assignment is detected
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40
2013-10-30T21:50:14Z
2014-06-12T12:24:22Z
2013-11-06T22:24:20Z
CONTRIBUTOR
null
``` In [1]: df = DataFrame({"A": [1, 2, 3, 4, 5], "B": [3.125, 4.12, 3.1, 6.2, 7.]}) In [2]: row = df.loc[0] ``` Default is to warn ``` In [3]: row["A"] = 0 pandas/core/generic.py:1001: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_index,col_indexer] = ...
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5,391
left join fails in case of non-unique indices
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4
2013-10-30T22:01:55Z
2014-08-21T22:11:28Z
2014-08-21T22:11:28Z
CONTRIBUTOR
null
It seems to me that join operation fails if the index is not of unique values. The particular circumastance that I observed this was with multi-index: ``` df1.set_index( [ 'col1', 'col2', 'col3' ], inplace=True ) df2.join ( df1, on=['cola', 'colb', 'colc' ], how='left' ) ``` I understand that the above join operation...
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5,392
TST: Set up Travis-CI to auto build pandas' PRs
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5
2013-10-30T23:07:29Z
2013-12-20T17:54:33Z
2013-11-07T21:53:41Z
CONTRIBUTOR
null
@wesm - can you do this - http://about.travis-ci.org/blog/2012-09-04-pull-requests-just-got-even-more-awesome/ ? Looks like you just have to tweak a setting and then Travis will build every PR automatically. I don't have admin rights to pydata so I can't change it. And then we wouldn't have to tell everyone to set up...
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5,393
BUG: groupby with a Float like index misbehaving when the index is non-monotonic (related GH5375)
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2013-10-31T00:19:00Z
2014-07-16T08:38:13Z
2013-10-31T00:30:26Z
CONTRIBUTOR
null
related #5375
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5,394
ENH: read_excel: try converting numeric to int
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2013-10-31T00:56:03Z
2021-06-09T03:27:30Z
2013-11-01T02:52:15Z
CONTRIBUTOR
null
Adds a convert_float=True kwarg to read_excel and parse. All Excel numeric data is stored as floats, so have to convert it specifically. Changing default because it's suprising to save something with what looks like a row/column of integers and get a column of floats instead. (especially because it can lead to annoyin...
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21,873,629
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5,395
HTML Parsing Cleanup
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2013-10-31T02:43:58Z
2016-03-20T15:25:36Z
2014-02-16T22:04:20Z
CONTRIBUTOR
null
- Can pass `Flavor` to HTML parse (closes #4594 and #5130). Instead of #5131 - Cleanup API for HTML parsers I added new (public class) `Flavor` which users can subclass. Currently the expectation is to pass in the class (not an instance of the class) CC @cpcloud @jtratner @jreback
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5,396
segmentation fault 11 on Mavericks python Python 2.7.6rc1
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2013-10-31T08:21:55Z
2014-01-27T02:17:06Z
2013-11-01T22:20:17Z
NONE
null
I get a segmentation fault 11 when I try to read from a csv. Here is the full error report : Process: Python [95313] Path: /Library/Frameworks/Python.framework/Versions/2.7/Resources/Python.app/Contents/MacOS/Python Identifier: Python Version: 2.7.6rc1 (2.7.6rc1) Code Type: X86...
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5,397
BUG/TST: fix downcasting of float-like object array
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0
2013-10-31T12:04:13Z
2014-07-16T08:38:18Z
2013-10-31T12:30:10Z
CONTRIBUTOR
null
related #5394 This now works ``` In [1]: arr = np.array([1.0,2.0],dtype=object) In [3]: pandas.core.common._possibly_downcast_to_dtype(arr,'infer') Out[3]: array([1, 2]) ```
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5,398
BUG: Google Analytics v3 segments should support underscores
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2013-10-31T15:40:32Z
2013-12-07T14:22:13Z
2013-12-07T14:22:13Z
CONTRIBUTOR
null
In working with Google Analytics I've found new segments being named with underscores included. This relates to the pandas/io/ga module.
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21,904,713
MDExOlB1bGxSZXF1ZXN0OTU2ODM3MQ==
5,399
Display the correct error message when calling a binary moment without appropriate parameters.
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2
2013-10-31T15:41:15Z
2014-06-22T05:58:40Z
2013-11-21T13:44:48Z
CONTRIBUTOR
null
This pr fixes a typo in the type checking of binary moments. It makes the error messages below consistent: > > > import pandas > > > a = pandas.DataFrame([1,2,3,4,5,6]) > > > pandas.rolling_cov(list(), a, 3) > > > ValueError: arguments to moment function must be of type ndarray/DataFrame > > > > > > pandas.rolling_c...
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https://github.com/pandas-dev/pandas/pull/5400
21,911,891
MDExOlB1bGxSZXF1ZXN0OTU3MjYwMA==
5,400
BUG: support for GA new segment format (GH5398)
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13
2013-10-31T17:24:27Z
2014-06-27T14:53:37Z
2013-12-07T14:22:02Z
CONTRIBUTOR
null
Adds support for underscores to Google's new segment format. The issue referenced is here: closes https://github.com/pydata/pandas/issues/5398
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