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https://api.github.com/repos/pandas-dev/pandas/issues/6101
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26,306,493
MDExOlB1bGxSZXF1ZXN0MTE4NzkzNzE=
6,101
TST: json test file, make encoding explicit
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2
2014-01-26T02:48:59Z
2014-07-16T08:49:11Z
2014-01-26T03:33:33Z
CONTRIBUTOR
null
Replace hidden BOM with explicit utf-8 encoding. closes #6067
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MDU6SXNzdWUyNjMwOTIwMQ==
6,102
Installing 0.13.0 failed while building 'pandas.msgpack' extension.
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9
2014-01-26T06:44:12Z
2014-01-27T06:26:17Z
2014-01-27T06:26:17Z
NONE
null
Hi all, I've tried to install pandas 0.13.0 through `pip install pandas`, but failed to install it. The last few lines of the error says: ``` fatal error: too many errors emitted, stopping now [-ferror-limit=] 1 warning and 20 errors generated. error: command 'clang' failed with exit status 1 ``` , and more detail...
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MDU6SXNzdWUyNjMxMzM5Mw==
6,103
Heads-up: Releasing 0.13.1
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70
2014-01-26T13:01:26Z
2014-02-09T22:43:39Z
2014-02-03T05:17:08Z
NONE
null
We're due to release 0.13.1 in a few days (or as soon as we clear the queue), as a bugfix release stabilising 0.13.0, allowing us to start on the 3 month release cycle for 0.14. Anything that isn't in 0.13.1 will have to wait until then to hit pypi. Any objections, warnings or notes? cc @jseabold , @yarikoptic, @j...
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6,104
COMPAT: provide compat tests and better error messages for multiple file opening on PyTables >= 3.1 (GH6047)
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0
2014-01-26T15:09:30Z
2014-07-16T08:49:12Z
2014-01-26T16:11:50Z
CONTRIBUTOR
null
close #6047
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6,105
get_options_data fails when given only the month
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1
2014-01-26T15:58:54Z
2016-10-12T23:04:33Z
2014-01-27T03:11:54Z
NONE
null
if you call this method using only the month, an UnboundedLocalError exception is trown ``` goog_opt.get_options_data(month=3) ``` ``` /opt/local/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pandas/io/data.pyc in _get_option_data(self, month, year, expiry, table_loc, name) 639 ...
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6,106
pandas.Series.str raises wrong exception
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3
2014-01-26T16:01:46Z
2014-01-26T20:28:03Z
2014-01-26T18:25:09Z
CONTRIBUTOR
null
Use the following code snippet to reproduce: ``` python >>> import pandas >>> pandas.Series.str Traceback (most recent call last): File "<stdin>", line 1, in <module> File "properties.pyx", line 25, in pandas.lib.cache_readonly.__get__ (pandas/lib.c:29334) AttributeError: 'NoneType' object has no attribute '_cache...
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6,107
TST: add a test for nested strings
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2014-01-26T18:21:51Z
2014-06-15T21:49:21Z
2014-01-26T19:14:54Z
MEMBER
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6,108
API: Series.str wont' raise and now returns None (GH6106)
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2014-01-26T18:25:01Z
2014-06-23T13:10:25Z
2014-01-26T18:25:09Z
CONTRIBUTOR
null
closes #6106
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TST: add tests for old version of numexpr
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15
2014-01-26T19:13:45Z
2014-07-04T13:23:08Z
2014-01-26T22:58:21Z
MEMBER
null
closes #5857 closes #5855 closes #5845
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CLN: Eliminate handful of test docstrings, use nose -v on travis
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1
2014-01-26T20:38:49Z
2014-07-16T08:49:23Z
2014-01-26T21:15:06Z
NONE
null
I'm being forced to do unspeakable thing in aid of pandas and these docstring outliers are getting in the way.
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26,324,019
MDExOlB1bGxSZXF1ZXN0MTE4ODY0MjQ=
6,111
Replace network decorator with with_connectivity_check
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3
2014-01-26T22:20:36Z
2014-06-13T01:11:38Z
2014-01-28T03:13:56Z
CONTRIBUTOR
null
Network decorator was ignoring test failures due to API changes in external services. Closes #5816.
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https://api.github.com/repos/pandas-dev/pandas/issues/6112
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26,328,394
MDExOlB1bGxSZXF1ZXN0MTE4ODgyOTM=
6,112
BUG: HTMLFormatter does not die on unicode frame GH6098
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0
2014-01-27T02:12:49Z
2014-06-24T23:13:52Z
2014-01-27T02:36:53Z
NONE
null
closes #6098
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26,329,299
MDU6SXNzdWUyNjMyOTI5OQ==
6,113
read_table, header flag. false interpreted as 0.
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5
2014-01-27T02:54:32Z
2015-09-24T11:32:00Z
2015-09-24T11:32:00Z
CONTRIBUTOR
null
For read_table, Would it be possible to make "header=None" and "header=False" have the same behavior? Interpreting "False" as saying that the first line is the header has tricked me a couple times...
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26,329,654
MDExOlB1bGxSZXF1ZXN0MTE4ODg4OTY=
6,114
BUG: get_options_data should validate it's arguments GH6105
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2014-01-27T03:11:33Z
2014-06-17T10:30:54Z
2014-01-27T03:11:54Z
NONE
null
closes #6105
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6,115
TST: add _skip_if_no_xlrd() to test GH5583
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2014-01-27T03:51:17Z
2014-07-16T08:49:30Z
2014-01-27T03:51:24Z
NONE
null
new test added in #5583 does not skip_xlrd() and caused failures on sparc. Noting that we don't seem to have min-dep coverage in travis. cc @Jaydyou wow. [that](https://github.com/pydata/pandas/pull/5995#issuecomment-33333749) sure payed itself off right quick. cc @yarikoptic
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6,116
Possible regression in groupby ufuncs?
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3
2014-01-27T05:39:47Z
2014-01-27T15:11:45Z
2014-01-27T11:32:09Z
NONE
null
People who tweet bug reports instead of opening an issue _on the issue tracker_ are... not my favorite kind. ``` Did something change in pandas recently that would effect df.groupby('col')['date'].min()? Returning int64 instead of datetime64 ``` cc @jreback
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6,117
TST: Add xlsm to Excel parsing tests.
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0
2014-01-27T08:11:41Z
2014-07-16T08:49:31Z
2014-01-27T11:08:14Z
CONTRIBUTOR
null
Added a test to verify that #4172 (failed read from an Excel `xlsm` file) is no longer an issue. The test extends 3 of the existing Excel reader tests to also read from an `xlsm` (macro) file.
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6,118
ENH: allow legend='reverse' in df.plot() GH6014
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1
2014-01-27T09:08:44Z
2014-06-13T01:27:07Z
2014-02-07T10:30:39Z
NONE
null
![reverse](https://f.cloud.github.com/assets/1820866/2007133/009ee032-8732-11e3-920c-7bb53c754ed7.png) works for line plots, bar plots, and kde plots. scatter plots don't seem to have a legend. As usual, the plotting code is a tangled mess, I have no idea if this breaks something, testing seems like a herculean task ...
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6,119
Numexpr 2.2.2: "could not operate with block values <...>" error
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21
2014-01-27T11:07:41Z
2014-01-28T10:19:13Z
2014-01-27T19:35:43Z
CONTRIBUTOR
null
Under numexpr 2.2.2 (and for some reason that's the latest version available in the anaconda distribution at the moment), I get the following kind of errors: ``` python >>> data.shape (2, 219, 104, 6) >>> data.dtype dtype('float64') >>> df = pd.Panel(data[0]).to_frame().reset_index() >>> df[0].dtype dtype('float64') >...
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6,120
Assign to df with repeated column fails
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3
2014-01-27T11:09:40Z
2014-01-27T13:04:29Z
2014-01-27T12:57:15Z
CONTRIBUTOR
null
If you have a DataFrame with a repeated or non-unique column, then some assignments fail. ``` python df = pd.DataFrame(np.random.randn(10,2), columns=['that', 'that']) df2 Out[10]: that that 0 1 1 1 1 1 2 1 1 3 1 1 4 1 1 5 1 1 6 1 1 7 1 1 8 1 ...
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26,348,530
MDU6SXNzdWUyNjM0ODUzMA==
6,121
Slice by column then by index fails if columns/rows are repeated.
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4
2014-01-27T12:10:08Z
2014-01-28T11:00:46Z
2014-01-27T14:17:59Z
CONTRIBUTOR
null
We've found a problem where repeating a row and a column in a DataFrame fails with a "Cannot create BlockManager._ref_locs" assertion error. The dataframe is very simple: ``` python df = pd.DataFrame(np.arange(25.).reshape(5,5), index=['a', 'b', 'c', 'd', 'e'], ...
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26,350,026
MDExOlB1bGxSZXF1ZXN0MTE4OTk3Nzk=
6,122
BUG: Bug in assignment with duplicate columns in a frame where the locations are a slice
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0
2014-01-27T12:41:28Z
2014-06-24T20:03:54Z
2014-01-27T12:57:15Z
CONTRIBUTOR
null
closes #6120
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26,353,856
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6,123
BUG: Bug in propogating _ref_locs during construction of a DataFrame with dups index/columns (GH6121)
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0
2014-01-27T13:54:50Z
2014-06-22T13:28:39Z
2014-01-27T14:17:59Z
CONTRIBUTOR
null
closes #6121
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https://api.github.com/repos/pandas-dev/pandas/issues/6124
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26,356,382
MDU6SXNzdWUyNjM1NjM4Mg==
6,124
Propagate Series.name attribute when merging series into data frame
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6
2014-01-27T14:33:39Z
2014-03-05T21:58:54Z
2014-03-05T21:58:54Z
CONTRIBUTOR
null
See #6068 ## Use case Facilitate DataFrame group/apply transformations when using a function that returns a Series. Right now, if we perform the following: ``` import pandas df = pandas.DataFrame( {'a': [0, 0, 0, 0, 1, 1, 1, 1, 2, 2, 2, 2], 'b': [0, 0, 1, 1, 0, 0, 1, 1, 0, 0, 1, 1], 'c': ...
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6,125
DataFrame.apply not working with datetimes
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2
2014-01-27T15:19:18Z
2014-01-28T10:55:22Z
2014-01-27T16:22:38Z
CONTRIBUTOR
null
When you use apply on a DataFrame with datetimes in, the result is unexpected. This is a dataframe with just integers and strings and the result is that we get the market names back out. ``` python positions = pd.DataFrame([[1, 'ABC', 50], [1, 'YUM', 20], [1, 'DEF', 20], [2, 'ABC', 50], ...
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6,126
BUG: DataFrame.apply when using mixed datelike reductions (GH6125)
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0
2014-01-27T15:34:23Z
2014-06-23T20:08:10Z
2014-01-27T16:22:38Z
CONTRIBUTOR
null
closes #6125
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26,363,751
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6,127
Since 0.13: passing pandas DataFrame/Series like numpy array breaks
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19
2014-01-27T16:16:52Z
2014-06-12T21:35:37Z
2014-01-30T01:28:26Z
CONTRIBUTOR
null
As discussed in #6063: I noticed that that numpy-style access breaks sometimes under 0.13. While I haven't been able to pin-point the issue, calls like `pylab.hist(-df.ix[row, col_name])` fail with some `x[0]` index error and I have to use `pylab.hist(-df.ix[row, col_name]).values`. Here is a csv file for which this ...
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6,128
ImportError for SNDArray
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7
2014-01-27T16:26:15Z
2014-01-27T17:22:42Z
2014-01-27T17:18:27Z
NONE
null
Building from the current master, I receive an ImportError from `__init__.py` related to `SNDArray` on import of Pandas. ``` cannot import name SNDArray --------------------------------------------------------------------------- ImportError Traceback (most recent call last) <ipython-inpu...
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6,129
DataFrame.append() does not create missing columns
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1
2014-01-27T17:24:19Z
2014-01-27T17:58:18Z
2014-01-27T17:58:10Z
NONE
null
Appending a Series to a DataFrame does not create new columns in the DataFrame for unmatched labels in the Series. ``` df = pd.DataFrame({'a': {'x': 1, 'y': 2}, 'b': {'x': 3, 'y': 4}}) row = pd.Series([5, 6, 7], index=['a', 'b', 'c'], name='z') df = df.append(row) print(df.to_string()) ``` Result: ``` a b x 1 ...
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6,130
BUG: DataFrame.append when appending a row with different columns (GH6129)
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0
2014-01-27T17:41:33Z
2014-06-26T02:45:54Z
2014-01-27T17:58:11Z
CONTRIBUTOR
null
closes #6129
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6,131
Missing ellipsis cells in pivot_table.to_html when limited by max_cols and len(rows) > 1
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2014-01-27T17:44:18Z
2018-09-09T17:11:29Z
2018-09-09T17:11:29Z
NONE
null
``` python import pandas df = pandas.DataFrame([ {'a': 'aa', 'b': 'ba', 'c': 'ca', 'd': 1}, {'a': 'ab', 'b': 'bb', 'c': 'cc', 'd': 2}, {'a': 'ac', 'b': 'bc', 'c': 'cc', 'd': 3} ]) df.pivot_table(cols=['a'], rows=['b', 'c']).to_html(max_cols=2) ``` This renders like this: ![broken_output](https://f.cloud.g...
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6,132
ENH get_dummies str method
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2014-01-27T21:04:44Z
2014-07-10T09:36:33Z
2014-01-28T00:52:46Z
CONTRIBUTOR
null
fixes #3695. ``` In [8]: s = pd.Series(['a|b', 'a|c', np.nan], list('ABC')) In [9]: s.str.get_dummies('|') Out[9]: a b c A 1 1 0 B 1 0 1 C 0 0 0 ``` _iterates over each tag filling in with str.contains._ Edit: This works pretty fast with "few" tags (since I'm iterating over each tag), which I think i...
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6,133
DOC: clarify that ExcelFile is not deprecated but only moved (#5435)
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2
2014-01-27T22:59:24Z
2014-07-16T08:49:48Z
2014-01-28T01:05:02Z
MEMBER
null
closes #5435. Clarified that ExcelFile is not deprecated but just moved. I don't use Excel myself, so can somebody check if it makes sense what I wrote? (@ For now, I didn't add ExcelFile to api.rst (but ExcelFile.parse is already in there, so it is already in some way mentioned), as I am not sure if all it's methods ...
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6,134
ENH: add per axis, per level indexing with tuples using loc
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2014-01-27T23:12:15Z
2014-06-13T23:55:57Z
2014-02-04T13:28:55Z
NONE
null
Selection only. Did not check (nor care) about performance at this point. Full Tests, vbenches and docs to follow in due course. Please hold off on PEP8 comments or suggestions on how this could be made more complex. I'd like to get something functional, solid and understandable in master fairly early in 0.14. @jreb...
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ENH partial sorting for mi in sortlevel
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2014-01-28T06:01:06Z
2014-06-12T13:29:23Z
2014-05-02T12:51:32Z
CONTRIBUTOR
null
fixes #3984. Still need to tweak the docstrings and stuff. But I think this is working. cc @jtratner
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6,136
Failing test on win/py2.6/64, TestResample:test_how_lambda_functions
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2014-01-28T07:42:52Z
2014-01-31T21:49:46Z
2014-01-31T16:25:24Z
NONE
null
This has failed intermittently a couple of times in the last week or two. ``` ============================================================= ======================= FAILURE: test_how_lambda_functions (pandas.tseries.tests.test_resample.TestResample) ----------------------------------------------------------------------...
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PERF: fix JSON performance regression from 0.12 (GH5765)
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2014-01-28T08:05:02Z
2014-06-14T21:42:59Z
2014-01-28T12:40:18Z
CONTRIBUTOR
null
This fixes the main JSON performance regression in v0.13 (closes #5765). The main bottleneck was the use of intermediate NumPy scalars (from PR #4498). I introduced code to avoid the use of NumPy scalars. Also: - checks current locale so locale fudging is only done if necessary - added numpy 1.6 preprocessor switches ...
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[DOC] install.rst: numexpr and anaconda warnings
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2014-01-28T10:19:13Z
2014-06-19T09:31:18Z
2014-01-28T15:42:35Z
CONTRIBUTOR
null
- Anaconda currently provides `pandas` v0.13, `numpy` 1.7.1 and `numexpr` 2.2.2 as the latest versions (#6056). - There seem to exist rare but evil lurking bugs when using `numexpr` <= 2.2.2 and `numpy` >= 1.8.0 (#6119).
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6,139
dataframe.eval() can't work with 'cash' column ?
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2014-01-28T10:25:11Z
2014-01-28T12:23:56Z
2014-01-28T12:23:56Z
NONE
null
``` >>> df cash sales net_pft STK_ID RPT_Date 600141 20120331 7.8427 21.0882 0.6560 20120630 7.5140 46.9515 1.5912 20120930 7.7667 74.0364 2.5173 20121231 17.2350 96.1204 2.9458 20130331 13.3643 25.0869 0.7267 2...
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DataFrame.from_records doesn't handle missing dates (None)
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3
2014-01-28T10:54:15Z
2014-01-29T00:59:07Z
2014-01-28T15:39:16Z
CONTRIBUTOR
null
When you construct a DataFrame from a numpy recarray with datetime data and None for missing dates you get an error. ``` python arrdata = [np.array([datetime.datetime(2005, 3, 1, 0, 0), None])] dtypes = [('EXPIRY', '<M8[m]')] recarray = np.core.records.fromarrays(arrdata, dtype=dtypes) df = pd.DataFrame.from_records(...
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6,141
BLD: use newer versions of numexpr with numpy 1.8
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2014-01-28T13:19:13Z
2014-06-14T09:36:10Z
2014-01-28T13:19:18Z
CONTRIBUTOR
null
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6,142
BUG: Bug in DataFrame construction with recarray and non-ns datetime dtype (GH6140)
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2014-01-28T13:20:58Z
2014-06-19T22:42:08Z
2014-01-28T15:39:16Z
CONTRIBUTOR
null
closes #6140
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6,143
PERF: update vbench historical displays
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2014-01-28T14:54:02Z
2017-11-24T10:38:16Z
2017-11-24T10:37:38Z
CONTRIBUTOR
null
http://pandas.pydata.org/pandas-docs/vbench/ ideally have this run say once a week need a few more categories (to cover the newer stuff)
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6,144
BLD: network exceptions, related to revised network decorator?
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2014-01-28T16:02:02Z
2014-02-02T15:56:02Z
2014-01-30T23:41:05Z
CONTRIBUTOR
null
http://scatterci.github.io/ScatterCI-Pandas/
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6,145
Describe() does not work properly on timedelta64
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2014-01-28T16:36:00Z
2016-07-24T13:52:46Z
2016-07-24T13:52:46Z
CONTRIBUTOR
null
When being `describe`d, series of `timedelta64` resulted in misformatted output: Test example: ``` xx = pd.DataFrame({'t1':pd.date_range('2010-01-01 00:00:00', freq='T', periods=10), 't2':pd.date_range('2010-01-01 00:00:00', freq='2T', periods=10)}) xx['dt'] = xx['t2']-xx['t1'] print xx ``` Then `...
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6,146
Add nunique and unique to series apply whitelist
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2014-01-28T17:57:27Z
2014-01-28T18:21:12Z
2014-01-28T18:21:12Z
CONTRIBUTOR
null
The `unique` and `nunique` attributes are very useful in conjunction with series groupby operations. I used these extensively in previous versions of Pandas whenever I needed to get a list of unique values for each subgroup (or the number of unique values). This can be used, for example, to count the number of subjec...
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6,147
ENH: Add unique and nunique to GroupBy whitelist
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3
2014-01-28T18:05:47Z
2014-06-22T16:55:55Z
2014-01-28T18:21:12Z
CONTRIBUTOR
null
Series.unique and Series.nunique are useful methods for querying the unique elements (or number of unique elements) in each group when used in conjunction with DataFrame.GroupBy. This commit addresses closes pydata/pandas#6146.
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6,148
BUG: boolean query evaluation
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2014-01-28T19:37:34Z
2016-10-12T23:04:34Z
2014-01-29T03:54:13Z
CONTRIBUTOR
null
http://stackoverflow.com/questions/21414959/querying-a-single-row-dataframe-with-anded-conditionals/21415119#21415119 cc @cpcloud
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6,149
API/BUG: should df.loc[:,'col'] be the same as df['col'] for assignment
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2014-01-28T20:17:55Z
2014-02-15T23:16:11Z
2014-02-15T23:16:11Z
CONTRIBUTOR
null
see also: http://stackoverflow.com/questions/21415432/pandas-v0-13-0-setting-dataframe-values-of-type-datetime64ns ~~I believe this changed from 0.12.~~ was the same in 0.12 Boils down to if the row indexer is a null-slice (IOW all rows are selected), should dtype conversion be done or not (as it current) ``` In [45...
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6,150
Creating DatetimeIndex from date column performance regression
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0
2014-01-28T21:23:53Z
2014-01-29T00:48:24Z
2014-01-29T00:48:24Z
CONTRIBUTOR
null
This seems to be significantly slower since 0.12: ``` import numpy as np; import pandas as pd; import datetime s = pd.Series([np.random.choice(pd.date_range(datetime.datetime(1992,1,1,0,0,0),datetime.datetime(2014,1,1,0,0,0),freq='H')) for i in range(1200)]) # s is datetime64 column. ``` In 0.12: ``` In [12]: %timei...
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26,482,233
MDExOlB1bGxSZXF1ZXN0MTE5Njg4OTg=
6,151
BLD/TST: catch more spurious errors in @network decorator
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4
2014-01-28T22:28:13Z
2014-06-26T02:13:51Z
2014-01-28T22:28:44Z
NONE
null
add more Exception classes, and add checking for errnos. We'll soon hit fundamental facts on errors in distributed systems. #6144, hopefully.
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6,152
BUG: fix loc setitem with a dataframe on rhs, multiple items, and a datetimelike
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2014-01-28T22:44:56Z
2014-06-16T17:43:55Z
2014-01-28T23:24:00Z
CONTRIBUTOR
null
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6,153
PERF: perf regression index construction from series (GH6150)
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2014-01-28T23:17:21Z
2014-06-22T09:52:31Z
2014-01-29T00:48:24Z
CONTRIBUTOR
null
closes #6150
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6,154
BUG: failure to import (Python 3.3, Windows 7)
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2014-01-28T23:21:06Z
2014-01-29T00:46:31Z
2014-01-29T00:41:28Z
NONE
null
I'm running Python 3.3 (Anaconda) on Windows 7, and I just upgraded pandas using the conda package manager. I get the following error on import unless I comment out the import of OutOfBoundsDatetime in offsets.py. I don't think commenting out the import will cause trouble, just less informative error messages. Fil...
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6,155
String comparison in query()
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10
2014-01-29T00:24:40Z
2014-01-29T06:19:54Z
2014-01-29T03:24:59Z
NONE
null
Hi, it seems that string comparisons aren't supported in query() yet, so maybe this isn't a bug yet. Anyway, hopefully this behavior will be fixed for future editions of pandas. ``` python import pandas as pd import numexpr as ne a = list('abcdef') b = range(6) df = pd.DataFrame({'X':pd.Series(a),'Y': pd.Series(b)}) ...
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6,156
TST: rec arrays don't support datetimes in creation on certain platforms, related (GH6140)
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2
2014-01-29T00:59:07Z
2014-06-19T22:41:01Z
2014-01-29T01:34:23Z
CONTRIBUTOR
null
related #6140, #6142
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6,157
Updated docs to reflect a pagination bug that was fixed. Closes: issue #6068
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1
2014-01-29T01:47:21Z
2014-06-13T13:20:42Z
2014-01-29T02:13:14Z
CONTRIBUTOR
null
Closes https://github.com/pydata/pandas/issues/6096
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6,158
BUG: allow lex string comparisons
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2014-01-29T02:25:33Z
2014-06-16T01:40:36Z
2014-01-29T03:24:59Z
MEMBER
null
closes #6155
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6,159
BUG/API: df['col'] = value and df.loc[:,'col'] = value are now completely equivalent
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2014-01-29T02:40:04Z
2014-06-26T12:23:34Z
2014-02-15T23:16:11Z
CONTRIBUTOR
null
previously the .loc would not necessarily coerce the dtype of the resultant series closes #6149
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6,160
Assignment by Attribute has Odd Behavior
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4
2014-01-29T03:04:45Z
2017-07-10T12:00:06Z
2017-07-10T12:00:01Z
CONTRIBUTOR
null
When assigning to a column in a DataFrame, If I assign an existing column, the assignment works: ``` In [36]: df = pd.DataFrame({'a':[1,2,12], 'b':['a','b','a']}) In [37]: df.b = df.a In [38]: print df a b 0 1 1 1 2 2 2 12 12 [3 rows x 2 columns] ``` but assigning to a new column fails silently: ```...
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26,495,680
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6,161
ewma does not work on Panel
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4
2014-01-29T03:11:27Z
2018-07-06T20:21:03Z
2017-07-10T21:09:42Z
CONTRIBUTOR
null
I would expect to be able to perform an `ewma` over each minor axis within each major axis: ``` In [52]: wp = pd.Panel(np.random.randn(2, 4, 5), items=['Item1', 'Item2'], minor_axis=pd.date_range('1/1/2000', periods=5), major_axis=['A', 'B', 'C', 'D']) In [57]: wp Out[57]: <class 'panda...
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26,496,006
MDU6SXNzdWUyNjQ5NjAwNg==
6,162
Incorrect Statement in Docs for Advanced indexing with hierarchical index
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5
2014-01-29T03:21:59Z
2014-03-22T21:27:12Z
2014-03-22T21:27:05Z
CONTRIBUTOR
null
See: http://pandas.pydata.org/pandas-docs/dev/indexing.html#advanced-indexing-with-hierarchical-index, where it states: "The following does not work, and it’s not clear if it should or not:" ``` >>> df.ix[['bar', 'qux']] ``` That does work. See for example: ``` In [65]: wp = pd.Panel(np.random.randn(2, 4, 5), items...
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6,163
BUG: allow single element bool queries
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6
2014-01-29T03:26:59Z
2014-06-21T19:28:05Z
2014-01-29T03:54:13Z
MEMBER
null
closes #6148
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6,164
4304r if_exists == 'fail' should actually work
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11
2014-01-29T06:49:35Z
2014-06-20T19:03:14Z
2014-01-29T20:26:50Z
CONTRIBUTOR
null
fixes #4110 #4304 #4304 rebased and passes travis. cc @y-p
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26,503,929
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6,165
Add Indexer for MultiIndex
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1
2014-01-29T08:04:29Z
2014-01-29T11:31:44Z
2014-01-29T11:31:44Z
NONE
null
`.ix[]` doesn't handle MultiIndex very well, for example here is the questions from stackoverflow: http://stackoverflow.com/questions/15520408/how-to-index-into-a-pandas-multindex-with-ix http://stackoverflow.com/questions/21234279/selection-with-hierarchical-index-getting-subset-of-the-dataframe They want to select...
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6,166
BUG: long str unconvert fix
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2014-01-29T08:45:05Z
2014-06-24T10:39:07Z
2014-04-06T16:59:32Z
CONTRIBUTOR
null
When storing long strings in hdf5, they get truncated at 64bytes when converted back to strings. The fix computes the itemsize of the strings and uses it before converting to strings. It would be possible to use the attribute information of the table, but that would require changes in the calling code. Test that faile...
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6,167
append to existing table with mulitindex fix
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2014-01-29T10:59:31Z
2014-06-16T09:44:30Z
2014-01-29T15:39:38Z
CONTRIBUTOR
null
Appending to an existing table with a multiindex failed as data_columns is set to [] but compared with None
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6,168
IndexError when indexing numpy array with boolean Series
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7
2014-01-29T13:42:18Z
2014-09-18T17:53:08Z
2014-01-29T14:36:31Z
NONE
null
Previously (version 0.11) it was possible to generate a boolean Series, and use that to index a numpy array. Version 0.13.0 breaks this behaviour and raises "IndexError: unsupported iterator index" ``` python import numpy as np import pandas as pd rng = np.arange(5) rng[rng > 2] ...
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6,169
can't select a specific column from a HDFStore table with a MultiIndex DataFrame
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6
2014-01-29T15:24:50Z
2014-01-31T13:32:00Z
2014-01-31T13:32:00Z
CONTRIBUTOR
null
I'm running in what seems to be a bug. I'm using pandas version '0.13.0rc1-29-ga0a527b' from github, python 3.3 on a linux Mint 15 64 bits. Here's a minimal example that fails: ``` python import numpy as np import pandas as pd index = pd.MultiIndex(levels=[['foo', 'bar', 'baz', 'qux'], ...
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6,170
BUG: parsing multi-column headers in read_csv (GH6051)
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26
2014-01-29T15:47:23Z
2017-07-24T04:02:34Z
2015-01-18T21:40:11Z
CONTRIBUTOR
null
closes #6051 Bug: `mangle_dupe_cols` cannot work while the header is a list. Originally, `has_mi_columns` will be set as 1 while the header is a list. And the `mangle_dupe_cols` things would not work when `has_mi_columns` == 1. This pull request is to 1. for the list with single element, for example [0], the `ha...
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26,530,006
MDU6SXNzdWUyNjUzMDAwNg==
6,171
Assignments: numerics, strings and .loc
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20
2014-01-29T15:56:50Z
2014-01-29T19:48:08Z
2014-01-29T17:23:04Z
CONTRIBUTOR
null
Why would assigning an entire column to an array of values work differently with numbers vs strings? **Assigning numeric values:** ``` python >>> df = pd.DataFrame(columns=['x', 'y']) >>> df['x'] = [1, 2] >>> df x y 0 1 NaN 1 2 NaN ``` **Assigning string values:** ``` python >>> df = pd.DataFrame(columns=...
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6,172
BUG: Consistency with dtypes in setting an empty DataFrame (GH6171)
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0
2014-01-29T16:48:25Z
2014-06-24T03:11:45Z
2014-01-29T17:23:04Z
CONTRIBUTOR
null
closes #6171
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6,173
.loc for appending/assigning multiple values
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2
2014-01-29T17:09:52Z
2018-11-23T02:38:12Z
2018-11-23T02:38:12Z
CONTRIBUTOR
null
According to the latest v0.13 docs `.loc` can append, but can it (or rather, should it?) append more than one value at once? **Setting multiple via .loc:** ``` python >>> df = pd.DataFrame(columns=['x', 'y']) >>> df.loc[:, 'x'] = [1, 2] >>> df Empty DataFrame Columns: [x, y] Index: [] >>> df.loc[[0, 1], 'x'] = [1, 2]...
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6,174
More @network fixes
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0
2014-01-29T17:31:14Z
2014-06-22T03:44:52Z
2014-01-29T17:31:38Z
NONE
null
More fixes to @network to handle the incredibly unreliable yahoo servers. This should do it. The mind boggles that a billion-dollar company can have a QoS this bad. N.B. the default socket timeout setting. It's not required for this because I believe travis has some firewall rules that timeout net connections, but ...
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6,175
Convert use of assert_/assert to specialized asserts in tests
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11
2014-01-29T17:43:36Z
2014-03-09T16:07:06Z
2014-03-09T16:06:03Z
NONE
null
An example of an exception that uses `assert_`: ``` ============================================================================ FAILURE: test_class_ops (pandas.tseries.tests.test_timeseries.TestTimestamp) ---------------------------------------------------------------------------- Traceback (most recent call last): ...
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6,176
CLN: clear up some cython warnings
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1
2014-01-29T20:10:38Z
2014-06-18T17:57:58Z
2014-02-04T08:52:23Z
NONE
null
cython 20 is out, and complains about syntax. Holding off till 0.14, on general principle.
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6,177
ENH: select column/coordinates/multiple with start/stop/selection
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2014-01-29T20:47:11Z
2014-06-13T12:19:31Z
2014-02-09T13:31:35Z
CONTRIBUTOR
null
select_as_multiple/column/coordinate and remove behaves strange on combinations of where clauses and start/stop keyword arguments so I started fixing this. I changed select_as_multiple to select coordinates inside the TableIterator, so it will work on large tables. Moreover select_as_multiple always throws a KeyError ...
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BUG: div by integer 0 returning non-signed infs (and nan issue)
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2
2014-01-29T23:15:41Z
2016-10-12T23:04:34Z
2014-02-15T22:05:03Z
CONTRIBUTOR
null
#6149 exposed this bug; going to update the tests (and i'll link there that show it) initially only showed up on py2.6...but it is real the signs of the inf under integer division are wrong. for the most part the np.nan are preserved, not sure if this is right or not ``` In [1]: Series([np.nan,1,-1])/0 Out[1]: 0 ...
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BLD/DOC: Faster doc building via jinja2 and conf.py logic
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2014-06-12T20:04:58Z
2014-01-30T19:40:23Z
NONE
null
``` ~/src/pandas/doc/ λ ./make.py clean ;time ./make.py ; 993.28s ``` ``` ~/src/pandas/doc/ λ ./make.py clean ;time ./make.py --no-api ; 255.12s ``` ``` ~/src/pandas/doc/ λ ./make.py clean ;time ./make.py --single indexing ; 8.08s ``` @jorisvandenbossche , please...
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6,180
BLD: commit automated cron script for setting up linux/py2 doc build env
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2014-01-30T01:38:26Z
2014-06-16T19:14:53Z
2014-01-30T01:38:33Z
NONE
null
I wrote it, so I guess others might find it useful as well. It's actually a single script for setting up a full py2 venv for pandas with all deps as well.
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6,181
reset_index + set_index with drop=False
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6
2014-01-30T01:59:23Z
2014-04-15T18:02:00Z
2014-01-30T02:04:55Z
CONTRIBUTOR
null
Is there a simple way to make the `Index` in a `DataFrame` into columns in a while still keeping the index? Currently I do the following and am wondering if this is the best I can do: ``` df.reset_index().set_index(df.index.names, drop=False) ```
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6,182
xs with slices
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1
2014-01-30T02:02:04Z
2014-01-30T02:03:13Z
2014-01-30T02:03:13Z
CONTRIBUTOR
null
If I have a DataFrame with a MultiIndex, is there any way to slice on the second level? If I only want one value, I can use `xs`. For example: ``` wp = pd.Panel(np.random.randn(2, 4, 5), items=['Item1', 'Item2'], minor_axis=pd.date_range('1/1/2000', periods=5), major_axis=['A', 'B', 'C'...
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26,572,896
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6,183
pandas 0.12.0 and matplotlib 1.3.1 and missing data
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2014-01-30T03:32:01Z
2014-01-30T14:30:36Z
2014-01-30T14:30:31Z
CONTRIBUTOR
null
I can't find this reported anywhere (and I can't reproduce on my dev versions). Is this known? Currently affects canopy users. https://stackoverflow.com/questions/20564536/error-when-plotting-dataframe-containing-nan-with-pandas-0-12-0-and-matplotlib-1
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6,184
TST: fix test_reshape.py
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2014-01-30T04:44:14Z
2014-07-16T08:50:50Z
2014-01-31T14:53:15Z
CONTRIBUTOR
null
Fixes #6081 issues in test_reshape.py -- most of `test_custom_var_and_value_name` wasn't being executed (hiding some bugs in the test code too) because it was being shadowed by another method of the same name.
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6,185
BLD: ipython_directive, handle non-ascii execution results
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9
2014-01-30T04:57:14Z
2014-07-16T08:50:51Z
2014-01-31T02:02:18Z
NONE
null
@jorisvandenbossche I think this is a clean solution to the non-utf8 output problem we discussed, specifically the example in io.rst. This PR should produce the right output on windows and be more amenable to py3 compat work too. If you confirm that it's good I feel this is clean enough to try and get upstream, comple...
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6,186
to_csv: index and header parameter interference
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2014-01-30T09:26:35Z
2014-04-21T05:45:10Z
2014-04-21T05:45:10Z
NONE
null
In the following snippet the two to_csv calls differs only in the index argument. Although the output header in the first case is (index), 'X', 'Y' but in the second case is 'A', 'B'. The documentation didn't suggest that sort of difference. ``` import pandas as pd df = pd.DataFrame([[1, 2], [3, 4]], columns=['A', 'B'...
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6,187
PERF: performance regression in 0.13.0 release
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2014-01-30T13:40:58Z
2014-03-14T11:38:01Z
2014-03-14T11:38:01Z
CONTRIBUTOR
null
One of the projects in my workplace that uses `pandas` a lot has hit a performance regression (~50%) when I was trying to upgrade from `0.12.0` to `0.13.0`. I've double-checked with ``` python In [1]: pd.__version__ Out[1]: '0.13.0-470-gf0c4953' ``` and the regression is still there. I've skimmed through recent ticke...
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6,188
ENH: Import testing into main namespace.
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2014-01-30T14:54:52Z
2014-07-16T08:50:53Z
2014-02-18T20:07:16Z
CONTRIBUTOR
null
Unfortunately I won't be able to use this in production until 2020 when we require 0.14, but this would make some things a bit easier for projects that use pandas as a library.
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6,189
Drop with boolean raises a ValueError
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5
2014-01-30T15:17:49Z
2017-08-27T06:21:55Z
2017-07-11T10:35:28Z
CONTRIBUTOR
null
Shouldn't this work? ``` >>> pd.version.version '0.13.0-472-g9109812' >>> df = pd.DataFrame(np.random.random((10,4))) >>> df = df.drop(df[0] > .5) >>> df.drop(df[0] < .2) --------------------------------------------------------------------------- ValueError Traceback (most recent call...
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6,190
webpage: link to docs points to whatsnew
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2014-01-30T16:25:49Z
2014-01-31T02:05:23Z
2014-01-31T02:05:16Z
CONTRIBUTOR
null
The link to the 0.13 documentation on pandas.pydata.org points to [whatsnew](http://pandas.pydata.org/pandas-docs/stable/whatsnew.html) instead of the [docs](http://pandas.pydata.org/pandas-docs/stable/index.html)
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TST: buggy tests on sparc/debian platforms
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2014-01-30T20:56:56Z
2014-06-25T23:36:28Z
2014-01-30T21:13:10Z
CONTRIBUTOR
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6,192
BLD/TST: @network, inspect formatted expection rather then str(e)
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2014-01-30T21:46:29Z
2014-06-26T02:15:16Z
2014-01-30T23:40:28Z
NONE
null
@jreback, here's the next attempt. I guess the output we see from pdb and str(e) are not the same thing, so this compares the strings against a properly formatted exception (I ommited the traceback, shouldn't be relevent). I'l rerun this on travis 15 times or so before merging. https://github.com/pydata/pandas/issues...
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6,193
DOC: contributing.rst, document fast doc building
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2014-01-30T21:54:28Z
2014-06-26T23:16:21Z
2014-01-30T21:54:38Z
NONE
null
@jreback, don't say you didn't know about this feature later.
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Enhancement: Add dropna to Float64Index
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2014-01-30T21:54:32Z
2016-07-29T00:08:33Z
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CONTRIBUTOR
null
``` python AttributeError: 'Float64Index' object has no attribute 'dropna' ``` Any reason why it could not have a dropna()?
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Possible bug in set_index
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2014-01-30T22:55:57Z
2014-01-31T00:47:11Z
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NONE
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This is similar to the question at http://stackoverflow.com/questions/18071222/working-with-set-index-in-pandas-dataframe, but I think this one may actually be a bug. ``` import pandas as pd import numpy as np d = {'ID': pd.Series(['x']*3 + ['y']*3,index = range(6)), 'Count': pd.Series([1,2,1,1,1,1], index = ran...
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CLN: Small spelling fixes in find_undoc_args.py
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2014-01-31T02:11:32Z
2014-06-24T21:34:54Z
2014-01-31T03:53:49Z
CONTRIBUTOR
null
Cleaning up some small typos.
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CLN/TST: #6175, specializing assert_ (WIP)
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CONTRIBUTOR
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Helping with the specialization request. Work-in-progress. Updated tests pass locally.
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CLN: Change some assert_'s to specialized foms
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2014-01-31T05:13:40Z
2014-06-12T10:44:58Z
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CONTRIBUTOR
null
Work on #6175 to specialize asserts. A work-in-progress.
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DOC: document how to run performance tests
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MEMBER
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To not forget what @jreback said here: https://github.com/pydata/pandas/pull/6193#issuecomment-33740417
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BUG/TST raise a more detailed error when GH6169 occurs, added a test
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2014-01-31T11:21:08Z
2014-01-31T13:33:55Z
2014-01-31T13:07:29Z
CONTRIBUTOR
null
Raise a detailed error when a `columns` argument is passed through 'where' to select a multiIndexed Dataframe from an HDF store. Wrote a test showcasing the bug ``` modified: pandas/io/pytables.py modified: pandas/io/tests/test_pytables.py ```
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