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https://api.github.com/repos/pandas-dev/pandas/issues/1101
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4,227,136
MDU6SXNzdWU0MjI3MTM2
1,101
TimeSeries.take loses tz
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0
2012-04-22T02:23:21Z
2012-04-22T04:49:15Z
2012-04-22T04:49:15Z
MEMBER
null
``` In [24]: ts2.index Out[24]: <class 'pandas.tseries.index.DatetimeIndex'> freq: <1 Day>, timezone: US/Central [1990-01-01 00:00:00-06:00, ..., 2000-01-01 00:00:00-06:00] length: 3653 In [25]: ts2.take(range(5)).index Out[25]: DatetimeIndex([1990-01-01 00:00:00, 1990-01-02 00:00:00, 1990-01-03 00:00:00, 1990-01-04 00:00:00, 1990-01-05 00:00:00], dtype=datetime64[us]) ```
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4,227,159
MDU6SXNzdWU0MjI3MTU5
1,102
Add frequency tastefully to TimeSeries/DataFrame repr
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0
2012-04-22T02:30:08Z
2012-04-25T19:17:22Z
2012-04-25T19:17:22Z
MEMBER
null
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4,227,233
MDU6SXNzdWU0MjI3MjMz
1,103
How to store timestamps with time zone in Series/DataFrame?
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1
2012-04-22T02:56:59Z
2012-05-03T22:44:07Z
2012-05-03T22:44:07Z
MEMBER
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4,228,899
MDU6SXNzdWU0MjI4ODk5
1,104
Import error after update
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4
2012-04-22T11:56:12Z
2012-04-22T14:59:43Z
2012-04-22T14:48:56Z
NONE
null
> > > from pandas import * > > > Traceback (most recent call last): > > > File "<stdin>", line 1, in <module> > > > File "/usr/local/lib/python2.7/dist-packages/pandas-0.8.0.dev_be5cd06-py2.7-linux-x86_64.egg/pandas/**init**.py", line 22, in <module> > > > from pandas.core.api import * > > > File "/usr/local/lib/python2.7/dist-packages/pandas-0.8.0.dev_be5cd06-py2.7-linux-x86_64.egg/pandas/core/api.py", line 6, in <module> > > > from pandas.core.datetools import DateOffset, to_datetime > > > File "/usr/local/lib/python2.7/dist-packages/pandas-0.8.0.dev_be5cd06-py2.7-linux-x86_64.egg/pandas/core/datetools.py", line 3, in <module> > > > from pandas.tseries.tools import * > > > ImportError: No module named tseries.tools
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4,231,913
MDU6SXNzdWU0MjMxOTEz
1,105
More informative error message with malformed CSV file
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2
2012-04-22T20:52:00Z
2012-05-08T14:51:43Z
2012-05-08T14:51:43Z
MEMBER
null
Zipping and leads to a "wrong number of columns" message
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4,232,468
MDU6SXNzdWU0MjMyNDY4
1,106
Bug? numpy.dtype is not sortable.
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closed
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1
2012-04-22T22:25:06Z
2012-05-16T21:06:23Z
2012-05-16T21:06:23Z
CONTRIBUTOR
null
I find this when I am writing the pull request #1098. As it is loosely related to the pull request, I am reporting here as a separate issue. It looks like dtype does not support sorting: ``` python >>> from numpy import dtype >>> sorted([dtype('bool'), dtype('float64'), dtype('complex64'), ... dtype('float64'), dtype('object')]) [dtype('bool'), dtype('float64'), dtype('complex64'), dtype('float64'), dtype('object')] ``` `core.internals._consolidate` relies sortability of `dtype`. Probably it is better to sort using `dtype.name` as I did in bae81555be2c16cb191b5c9f2b9f9f305eea53d5?
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4,235,731
MDU6SXNzdWU0MjM1NzMx
1,107
nosetests pandas.tseries.tests.test_resample 'double free or corruption'
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4
2012-04-23T07:29:07Z
2012-04-23T15:59:59Z
2012-04-23T15:54:32Z
CONTRIBUTOR
null
``` (pandas)[1837][n] nosetests pandas.tseries.tests.test_resample *** glibc detected *** ~/.virtualenvs/pandas/bin/python: double free or corruption (!prev): 0x0000000003d319f0 *** ======= Backtrace: ========= /lib64/libc.so.6[0x3d7047245f] /lib64/libc.so.6(cfree+0x4b)[0x3d704728bb] ~/.virtualenvs/pandas/lib/python2.7/site-packages/numpy/core/multiarray.so[0x2adc0147126f] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0[0x2adbf9e40083] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x5ef9)[0x2adbf9eb00b9] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x5ed3)[0x2adbf9eb0093] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x8d2)[0x2adbf9eb1722] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x54f6)[0x2adbf9eaf6b6] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x8d2)[0x2adbf9eb1722] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0[0x2adbf9e41522] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyObject_Call+0x68)[0x2adbf9e1ad18] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0xd29)[0x2adbf9eaaee9] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x8d2)[0x2adbf9eb1722] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x54f6)[0x2adbf9eaf6b6] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x5ed3)[0x2adbf9eb0093] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x8d2)[0x2adbf9eb1722] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0[0x2adbf9e41522] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyObject_Call+0x68)[0x2adbf9e1ad18] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0xd29)[0x2adbf9eaaee9] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x8d2)[0x2adbf9eb1722] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0[0x2adbf9e41522] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyObject_Call+0x68)[0x2adbf9e1ad18] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0[0x2adbf9e2918d] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyObject_Call+0x68)[0x2adbf9e1ad18] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0[0x2adbf9e7115a] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyObject_Call+0x68)[0x2adbf9e1ad18] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x1268)[0x2adbf9eab428] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x5ed3)[0x2adbf9eb0093] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x8d2)[0x2adbf9eb1722] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0[0x2adbf9e41522] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyObject_Call+0x68)[0x2adbf9e1ad18] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0xd29)[0x2adbf9eaaee9] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x8d2)[0x2adbf9eb1722] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0[0x2adbf9e41522] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyObject_Call+0x68)[0x2adbf9e1ad18] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0[0x2adbf9e2918d] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyObject_Call+0x68)[0x2adbf9e1ad18] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0[0x2adbf9e7115a] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyObject_Call+0x68)[0x2adbf9e1ad18] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x1268)[0x2adbf9eab428] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x8d2)[0x2adbf9eb1722] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0[0x2adbf9e41522] ~/.virtualenvs/pandas/lib/libpython2.7.so.1.0(PyObject_Call+0x68)[0x2adbf9e1ad18] ~/.virtualenvs/pandas/lib/libpyzsh: abort nosetests pandas.tseries.tests.test_resample ``` ``` python In [2]: pandas.__version__ Out[2]: '0.8.0.dev-ce8629a' ``` ``` LSB Version: :core-4.0-amd64:core-4.0-ia32:core-4.0-noarch:graphics-4.0-amd64:graphics-4.0-ia32:graphics-4.0-noarch:printing-4.0-amd64:printing-4.0-ia32:printing-4.0-noarch Distributor ID: RedHatEnterpriseServer Description: Red Hat Enterprise Linux Server release 5.6 (Tikanga) Release: 5.6 Codename: Tikanga ```
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4,235,790
MDU6SXNzdWU0MjM1Nzkw
1,108
Not all labels are showing for DataFrame.plot(subplots=True)
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closed
false
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[]
null
2
2012-04-23T07:34:50Z
2012-04-26T20:34:29Z
2012-04-26T20:34:29Z
CONTRIBUTOR
null
From the [mailing list](https://groups.google.com/forum/?fromgroups#!searchin/pystatsmodels/label/pystatsmodels/QLNULH-fS9o/YFYKPziNoZIJ) see http://pandas.pydata.org/pandas-docs/stable/visualization.html for an example.
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4,245,697
MDU6SXNzdWU0MjQ1Njk3
1,109
Implement resampling of objects with PeriodIndex
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0
2012-04-23T17:51:22Z
2012-04-28T20:09:31Z
2012-04-28T20:09:31Z
MEMBER
null
``` In [6]: ts = ts.resample('M', kind='period') In [7]: ts Out[7]: Jan-1990 -0.008004 Feb-1990 -0.117806 Mar-1990 0.291086 Apr-1990 -0.298024 May-1990 -0.306769 Jun-1990 0.173145 Jul-1990 0.144821 Aug-1990 -0.238503 Sep-1990 0.102926 Oct-1990 -0.023604 Nov-1990 0.043893 Dec-1990 -0.229339 Jan-1991 -0.026023 Feb-1991 0.133059 Mar-1991 -0.006739 Apr-1991 0.138948 May-1991 0.150813 Jun-1991 0.208500 Jul-1991 -0.015446 Aug-1991 0.040145 Sep-1991 -0.252116 Oct-1991 0.378951 Nov-1991 0.333716 Dec-1991 -0.067042 Jan-1992 -0.066540 Feb-1992 0.271326 Mar-1992 0.075388 Apr-1992 0.014510 May-1992 0.008858 Jun-1992 -0.082096 Jul-1992 0.157964 Aug-1992 -0.060613 Sep-1992 0.093209 In [8]: ts.resample('A') --------------------------------------------------------------------------- ValueError Traceback (most recent call last) /Users/wesm/code/pandas/<ipython-input-8-d20eb06885e9> in <module>() ----> 1 ts.resample('A') /Users/wesm/code/pandas/pandas/core/generic.pyc in resample(self, rule, how, axis, as_index, fill_method, closed, label, kind) 158 idx = self._get_axis(axis) 159 if not isinstance(idx, DatetimeIndex): --> 160 raise ValueError("Cannot call resample with non-DatetimeIndex") 161 162 grouper = TimeGrouper(rule, label=label, closed=closed, ValueError: Cannot call resample with non-DatetimeIndex ```
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4,245,758
MDU6SXNzdWU0MjQ1NzU4
1,110
DatetimeIndex.repeat needs to be overridden
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0
2012-04-23T17:54:08Z
2012-04-25T20:32:03Z
2012-04-25T20:32:03Z
MEMBER
null
``` (Pdb) rng <class 'pandas.tseries.index.DatetimeIndex'> freq: <1 Day>, timezone: None [2000-01-01 00:00:00, ..., 2000-01-31 00:00:00] length: 31 (Pdb) rng2 = rng.repeat(5) (Pdb) rng2 <class 'pandas.tseries.index.DatetimeIndex'> freq: <1 Day>, timezone: None [2000-01-01 00:00:00, ..., 2000-01-31 00:00:00] length: 155 ```
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4,246,158
MDU6SXNzdWU0MjQ2MTU4
1,111
Add tshift method for periodindex/datetimeindexed with frequency
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0
2012-04-23T18:17:49Z
2012-05-03T01:27:37Z
2012-05-03T01:27:37Z
MEMBER
null
A bit tedious to have to specify the own frequency, e.g.: `ts / ts.shift(freq='B')` If freq is already `B` then you would like to just type: `ts / ts.tshift(1)`, this should raise an exception if no frequency set
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4,246,195
MDU6SXNzdWU0MjQ2MTk1
1,112
Poor weekofyear performance
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1
2012-04-23T18:19:52Z
2012-04-23T19:54:24Z
2012-04-23T19:54:24Z
MEMBER
null
``` In [14]: rng Out[14]: <class 'pandas.tseries.index.DatetimeIndex'> freq: <1 Day>, timezone: None [1800-01-01 00:00:00, ..., 2000-01-01 00:00:00] length: 73049 In [15]: timeit rng.weekofyear 1 loops, best of 3: 501 ms per loop In [16]: timeit rng.year 100 loops, best of 3: 3.48 ms per loop ```
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4,247,704
MDU6SXNzdWU0MjQ3NzA0
1,113
Check that quarterly time rules don't normalize away time of day
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0
2012-04-23T19:44:17Z
2012-04-26T23:04:23Z
2012-04-26T23:04:23Z
MEMBER
null
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4,247,740
MDU6SXNzdWU0MjQ3NzQw
1,114
Handling of "non-full" PeriodIndex
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1
2012-04-23T19:46:12Z
2012-05-12T17:01:55Z
2012-05-12T17:01:55Z
MEMBER
null
scikits.timeseries notions of fill_missing_dates, duplicates possible, etc. Little to no testing in this regard
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4,247,761
MDU6SXNzdWU0MjQ3NzYx
1,115
Add missing fields from DatetimeIndex to Timestamp
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0
2012-04-23T19:47:29Z
2016-10-12T23:02:55Z
2012-05-05T20:18:24Z
MEMBER
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4,247,876
MDU6SXNzdWU0MjQ3ODc2
1,116
Test/fix Period.to_timestamp issues
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0
2012-04-23T19:52:57Z
2012-04-26T22:58:14Z
2012-04-26T22:58:14Z
MEMBER
null
Should conform with new PeriodIndex.to_timestamp, add lots of test for annual, quarterly, other frequencies ``` def start_time(self): return self.to_timestamp(which_end='S') def end_time(self): return self.to_timestamp(which_end='E') def to_timestamp(self, which_end='S'): """ Return the Timestamp at the start/end of the period Parameters ---------- which_end: str, default 'S' (start) 'S', 'E'. Can be aliased as case insensitive 'Start', 'Finish', 'Begin', 'End' Returns ------- Timestamp """ which_end = _validate_end_alias(which_end) new_val = self.asfreq('S', which_end) base, mult = _gfc(new_val.freq) return Timestamp(lib.period_ordinal_to_dt64(new_val.ordinal, base, mult)) ```
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4,248,211
MDU6SXNzdWU0MjQ4MjEx
1,117
Implement take on PeriodIndex
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0
2012-04-23T20:12:05Z
2012-04-26T19:34:51Z
2012-04-26T19:34:51Z
MEMBER
null
``` In [5]: rng Out[5]: <class 'pandas.tseries.period.PeriodIndex'> freq: B [28-Dec-1999, ..., 02-Jan-2001] length: 54 In [6]: rng.take(np.random.permutation(len(rng))) Out[6]: Int64Index([521672, 521592, 521572, 521587, 521732, 521712, 521512, 521627, 521552, 521582, 521717, 521752, 521737, 521777, 521647, 521517, 521597, 521677, 521722, 521622, 521542, 521652, 521682, 521707, 521632, 521612, 521577, 521772, 521637, 521547, 521557, 521532, 521667, 521617, 521747, 521527, 521742, 521562, 521607, 521522, 521642, 521657, 521537, 521662, 521727, 521692, 521702, 521567, 521697, 521767, 521757, 521602, 521687, 521762]) ```
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1,118
PeriodIndex constructor should take frequency from start period if has one
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2012-04-23T20:19:39Z
2012-04-27T17:48:37Z
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MEMBER
null
EDIT: actually just need a better error message ``` In [10]: PeriodIndex(val, periods=20) --------------------------------------------------------------------------- ValueError Traceback (most recent call last) /Users/wesm/code/pandas/<ipython-input-10-e39b42220b85> in <module>() ----> 1 PeriodIndex(val, periods=20) /Users/wesm/code/pandas/pandas/tseries/period.pyc in __new__(cls, data, freq, start, end, periods, copy, name) 568 569 if freq is None: --> 570 raise ValueError('freq cannot be none') 571 572 data = _period_unbox_array(data, check=freq) ValueError: freq cannot be none In [11]: val Out[11]: Period('02-Apr-2012', 'B') ```
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https://api.github.com/repos/pandas-dev/pandas/issues/1119
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4,248,378
MDU6SXNzdWU0MjQ4Mzc4
1,119
Support for different "bases" with multiples of deltas
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2
2012-04-23T20:21:17Z
2012-05-15T01:01:05Z
2012-05-15T01:01:05Z
MEMBER
null
Want a sane way to be able to do like `ts.resample('5min', base=2)` base=0 should be the default (as it is now)
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4,248,395
MDU6SXNzdWU0MjQ4Mzk1
1,120
Parsing mixed time strings?
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0
2012-04-23T20:22:32Z
2012-04-25T20:21:05Z
2012-04-25T20:21:05Z
MEMBER
null
Like `2hr30min`. Can use regular expressions
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4,248,753
MDU6SXNzdWU0MjQ4NzUz
1,121
build error in current master
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7
2012-04-23T20:43:06Z
2012-04-26T21:47:47Z
2012-04-26T21:38:36Z
CONTRIBUTOR
null
``` creating build/lib.linux-x86_64-2.6/pandas/tseries/tests/data copying pandas/tseries/tests/data/series.pickle -> build/lib.linux-x86_64-2.6/pandas/tseries/tests/data copying pandas/tseries/tests/data/frame.pickle -> build/lib.linux-x86_64-2.6/pandas/tseries/tests/data running build_ext cythoning pandas/src/tseries.pyx to pandas/src/tseries.c Error compiling Cython file: ------------------------------------------------------------ ... from numpy cimport int32_t, int64_t, import_array, ndarray from cpython cimport * from libc.stdlib cimport malloc, free, abs from libc.math cimport floor ^ ------------------------------------------------------------ pandas/pandas_test/pandas/src/datetime.pyx:10:0: 'floor.pxd' not found Error compiling Cython file: ------------------------------------------------------------ ... from numpy cimport int32_t, int64_t, import_array, ndarray from cpython cimport * from libc.stdlib cimport malloc, free, abs from libc.math cimport floor ^ ------------------------------------------------------------ pandas/pandas_test/pandas/src/datetime.pyx:10:23: Name 'floor' not declared in module 'libc.math' Error compiling Cython file: ------------------------------------------------------------ ... def roll_median_c(ndarray[float64_t] arg, int win, int minp): cdef double val, res, prev cdef: int ret=0 skiplist_t *sl ^ ------------------------------------------------------------ pandas/pandas_test/pandas/src/moments.pyx:448:8: 'skiplist_t' is not a type identifier Error compiling Cython file: ------------------------------------------------------------ ... cdef Py_ssize_t N = len(arg) cdef ndarray[double_t] output = np.empty(N, dtype=float) sl = skiplist_init(win) ^ ------------------------------------------------------------ pandas/pandas_test/pandas/src/moments.pyx:455:22: undeclared name not builtin: skiplist_init Error compiling Cython file: ------------------------------------------------------------ ... val = arg[i] # Not NaN if val == val: nobs += 1 skiplist_insert(sl, val) ^ ------------------------------------------------------------ pandas/pandas_test/pandas/src/moments.pyx:465:27: undeclared name not builtin: skiplist_insert Error compiling Cython file: ------------------------------------------------------------ ... if i > win - 1: prev = arg[i - win] if prev == prev: skiplist_remove(sl, prev) ^ ------------------------------------------------------------ pandas/pandas_test/pandas/src/moments.pyx:476:31: undeclared name not builtin: skiplist_remove Error compiling Cython file: ------------------------------------------------------------ ... skiplist_remove(sl, prev) nobs -= 1 if val == val: nobs += 1 skiplist_insert(sl, val) ^ ------------------------------------------------------------ pandas/pandas_test/pandas/src/moments.pyx:481:27: undeclared name not builtin: skiplist_insert Error compiling Cython file: ------------------------------------------------------------ ... skiplist_insert(sl, val) if nobs >= minp: midpoint = nobs / 2 if nobs % 2: res = skiplist_get(sl, midpoint, &ret) ^ ------------------------------------------------------------ pandas/pandas_test/pandas/src/moments.pyx:486:34: undeclared name not builtin: skiplist_get Error compiling Cython file: ------------------------------------------------------------ ... if nobs >= minp: midpoint = nobs / 2 if nobs % 2: res = skiplist_get(sl, midpoint, &ret) else: res = (skiplist_get(sl, midpoint, &ret) + ^ ------------------------------------------------------------ pandas/pandas_test/pandas/src/moments.pyx:488:35: undeclared name not builtin: skiplist_get Error compiling Cython file: ------------------------------------------------------------ ... midpoint = nobs / 2 if nobs % 2: res = skiplist_get(sl, midpoint, &ret) else: res = (skiplist_get(sl, midpoint, &ret) + skiplist_get(sl, (midpoint - 1), &ret)) / 2 ^ ------------------------------------------------------------ pandas/pandas_test/pandas/src/moments.pyx:489:35: undeclared name not builtin: skiplist_get Error compiling Cython file: ------------------------------------------------------------ ... else: res = NaN output[i] = res skiplist_destroy(sl) ^ ------------------------------------------------------------ pandas/pandas_test/pandas/src/moments.pyx:495:20: undeclared name not builtin: skiplist_destroy building 'pandas._tseries' extension creating build/temp.linux-x86_64-2.6 creating build/temp.linux-x86_64-2.6/pandas creating build/temp.linux-x86_64-2.6/pandas/src gcc -pthread -fno-strict-aliasing -DNDEBUG -g -fwrapv -O2 -Wall -Wstrict-prototypes -g -O2 -fPIC -I/usr/lib/pymodules/python2.6/numpy/core/include -I/usr/include/python2.6 -c pandas/src/tseries.c -o build/temp.linux-x86_64-2.6/pandas/src/tseries.o pandas/src/tseries.c:1:2: Fehler: #error Do not use this file, it is the result of a failed Cython compilation. error: command 'gcc' failed with exit status 1 make[1]: *** [python-install2.6] Fehler 1 make[1]: Verlasse Verzeichnis 'pandas/pandas_test' make: *** [binary] Fehler 2 dpkg-buildpackage: Fehler: Fehler-Exitstatus von fakeroot debian/rules binary war 2 ```
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4,249,648
MDU6SXNzdWU0MjQ5NjQ4
1,122
NaN group causes all groups to be NaN in groupby.transform with shift
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1
2012-04-23T21:34:04Z
2012-04-25T09:42:26Z
2012-04-25T09:42:26Z
NONE
null
df = DataFrame( [(1,1,3), (1,2,4),(2,1,np.nan),(2,2,np.nan)]) print df.groupby([0,1]).transform(lambda x: x) ``` 2 ``` 0 3 1 4 2 NaN 3 NaN print df.groupby([0,1]).transform(lambda x: x.shift(1)) 2 0 NaN 1 NaN 2 NaN 3 NaN expected: 2 0 NaN 1 3 2 NaN 3 NaN use case would be group wise changes of another column (i.e., group by dimension and week, then week over week change in a new column by transform(lambda x: x/x.shift(1)-1) edit: apparently: df = DataFrame( [(1,1,3), (1,2,4),(2,1,1),(2,2,np.nan)]) has the same problem...so it's sufficient to have an operation that results in a full NaN group. edit2: print df.groupby([0,1]).transform(lambda x: 1/x) (and the first df in this issue) does not result in a full NaN result. so the issue seems to be with Series.shift()
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4,250,962
MDU6SXNzdWU0MjUwOTYy
1,123
Integer overflow with period_asfreq on 32-bit system
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2012-04-23T23:08:34Z
2012-04-24T11:13:37Z
2012-04-24T11:13:37Z
CONTRIBUTOR
null
This causes a lot of test failures on my system. ``` In [4]: ival_H = Period(freq='H', year=2007, month=1, day=1, hour=0) In [5]: ival_H.asfreq('S','S') --------------------------------------------------------------------------- ValueError Traceback (most recent call last) /home/thomas/Code/<ipython-input-5-1380e902ce36> in <module>() ----> 1 ival_H.asfreq('S','S') /home/thomas/Code/virtualenvs/pandas-py2/local/lib/python2.7/site-packages/pandas-0.8.0.dev_4bf61b5-py2.7-linux-i686.egg/pandas/tseries/period.pyc in asfreq(self, freq, how) 168 base2, mult2, py3compat.str_to_bytes(how)) 169 --> 170 return Period(new_ordinal, (base2, mult2)) 171 172 def start_time(self): /home/thomas/Code/virtualenvs/pandas-py2/local/lib/python2.7/site-packages/pandas-0.8.0.dev_4bf61b5-py2.7-linux-i686.egg/pandas/tseries/period.pyc in __init__(self, value, freq, year, month, quarter, day, hour, minute, second) 112 elif isinstance(value, (int, long, np.integer)): 113 if value <= 0: --> 114 raise ValueError("Value must be positive") 115 self.ordinal = value 116 if freq is None: ValueError: Value must be positive ``` The C code is ultimately doing `ival_H.ordinal * 60 * 60`, and trying to store the result in a `long` - which according to [this table](http://en.wikipedia.org/wiki/Integer_%28computer_science%29#Common_long_integer_sizes) will be 32 bits on my system, and therefore isn't enough to hold it. From the debugger, `lib.period_asfreq()` returns -1121299440, which is equal to `(ival_H.ordinal*60*60 & sys.maxsize) - sys.maxsize - 1`. I've tried substituing `long long` or `int64_t`, but the problem persisted, so I must be missing something.
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MDU6SXNzdWU0MjU1Nzk2
1,124
sharex and sharey do not turn off redundant tick labeling
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1
2012-04-24T08:45:52Z
2012-04-29T19:16:50Z
2012-04-29T19:16:50Z
CONTRIBUTOR
null
sharex and sharey do not turn off redundant tick labeling, is this an intended deviation from matplotlib `subplots()` behavior? [pandas.tools.plotting._subplots()](https://github.com/pydata/pandas/blob/master/pandas/tools/plotting.py#L923) is a copy from matplotlib, but the code to remove the redundant tick labeling when using _sharex=True_ or _sharey=True_ has been left out. This is the code present in matplotlib `subplots()` but not in [pandas.tools.plotting._subplots()](https://github.com/pydata/pandas/blob/master/pandas/tools/plotting.py#L923) ``` python # turn off redundant tick labeling if sharex and nrows>1: # turn off all but the bottom row for ax in axarr[:-1,:].flat: for label in ax.get_xticklabels(): label.set_visible(False) if sharey and ncols>1: # turn off all but the first column for ax in axarr[:,1:].flat: for label in ax.get_yticklabels(): label.set_visible(False) ```
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1,125
failing unittests on 32b linux machine
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2
2012-04-24T09:51:41Z
2012-04-26T21:39:35Z
2012-04-26T21:39:35Z
CONTRIBUTOR
null
Just did a fresh install of pandas on a 32bits linux machine (ubuntu), i suppose this is a supported platform. Running nosetests shows many failures (one example at the bottom). numpy 1.6.1 Cython 0.16 pandas from master A lot of them are related to numpy issue: ``` python In [11]: values = np.random.randn(100000, 5) In [12]: values.take(np.arange(10, dtype='int32')) Out[12]: array([-0.49410797, -0.24884862, 0.76527299, -0.96366541, -2.64132367, 0.21082825, -0.09124413, -0.89438207, -0.16012725, 0.20569685]) In [13]: values.take(np.arange(10, dtype='int64')) --------------------------------------------------------------------------- TypeError Traceback (most recent call last) /home/lodagro/projects/pandas/<ipython-input-13-6ad7fa396ff4> in <module>() ----> 1 values.take(np.arange(10, dtype='int64')) TypeError: array cannot be safely cast to required type In [14]: ``` ``` ====================================================================== ERROR: test_append (pandas.sparse.tests.test_sparse.TestSparseDataFrame) ---------------------------------------------------------------------- Traceback (most recent call last): File "/home/lodagro/.virtualenvs/pandas/lib/python2.7/site-packages/pandas-0.8.0.dev_789300e-py2.7-linux-i686.egg/pandas/sparse/tests/test_sparse.py", line 1014, in test_append a = self.frame[:5] File "/home/lodagro/.virtualenvs/pandas/lib/python2.7/site-packages/pandas-0.8.0.dev_789300e-py2.7-linux-i686.egg/pandas/sparse/frame.py", line 318, in __getitem__ return self.reindex(date_rng) File "/home/lodagro/.virtualenvs/pandas/lib/python2.7/site-packages/pandas-0.8.0.dev_789300e-py2.7-linux-i686.egg/pandas/core/frame.py", line 1916, in reindex fill_value, limit) File "/home/lodagro/.virtualenvs/pandas/lib/python2.7/site-packages/pandas-0.8.0.dev_789300e-py2.7-linux-i686.egg/pandas/sparse/frame.py", line 511, in _reindex_index new = values.take(indexer) TypeError: array cannot be safely cast to required type ```
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1,126
Lost PeriodIndex plotting support
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1
2012-04-24T15:17:49Z
2012-05-01T20:31:05Z
2012-05-01T20:31:05Z
MEMBER
null
Lost it during the merge and the plot refactor. All that code (pandas/tseries/plotting.py) needs to be cleaned up
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1,127
Add option for label shift in resample
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0
2012-04-24T15:20:57Z
2012-04-27T15:47:51Z
2012-04-27T15:47:51Z
MEMBER
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Suppose we're doing 5 minute data and want to get 9:34:59 instead of 9:35:00 for the resampled labels. want to do like: ``` ts.resample('5min', closed='left', label='right', loffset=timedelta(seconds=-1)) ``` Straightforward to convert the timedelta into microseconds and adjust the datetime64 values
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Add level option to rank() for decile, quartile analysis
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2
2012-04-24T17:06:44Z
2012-07-13T01:38:34Z
2012-07-13T01:38:34Z
MEMBER
null
What do you think about a kwarg to rank, like "levels=None"? If None, it does the default, which is the 1...n rank. If levels=k, then it does the 1..k, eg 1..10. Then you could do df.groupby(df.A.rank(levels=10)).mean() which is a hell of a lot prettier than (df.A.rank()/float(len(df))*10.).astype(int) Actually, what I am after is a bit more than this. I have some tile summary code that I use all the time that takes as input x and y and returns a record array of the tile label, the min and max for x, and descriptive statistics for y in each tile. If looks like this in use: In [14]: rt = nansafe.tile_summary(df.A, df.B, levels=np.arange(10, 101, 10)) In [15]: print mlab.rec2txt(rt) label xmin xmax qcount qmean qmedian qmin qmax qcimin qcimax tile 0 -3.466 -1.259 100 -0.067 -0.105 -2.424 2.308 -0.165 0.030 tile 1 -1.258 -0.821 100 0.031 0.014 -3.017 2.016 -0.067 0.129 tile 2 -0.820 -0.533 100 -0.013 0.024 -2.924 2.476 -0.117 0.091 tile 3 -0.531 -0.258 100 0.190 0.236 -2.449 2.454 0.091 0.289 tile 4 -0.252 0.016 100 0.008 -0.063 -1.717 1.789 -0.073 0.090 tile 5 0.025 0.240 100 0.014 -0.018 -2.116 2.513 -0.081 0.109 tile 6 0.243 0.494 100 0.050 0.006 -1.957 1.618 -0.030 0.130 tile 7 0.494 0.820 100 0.170 -0.011 -1.924 2.327 0.082 0.257 tile 8 0.826 1.244 100 -0.036 -0.131 -2.317 2.360 -0.137 0.065 tile 9 1.246 3.055 100 -0.153 -0.123 -3.225 1.845 -0.249 -0.058 tile ALL -3.466 3.055 1000 0.019 -0.020 -3.225 2.513 -0.011 0.049 and the output y columns are customizable:: Definition: nansafe.tile_summary(x, y, stats=(<function count at 0x98cebc4>, <function mean at 0x98ce994>, <function median at 0x98ce9cc>, <function min at 0x98ceca4>, <function max at 0x98cecdc>, <function cimin at 0x98cec34>, <function cimax at 0x98cec6c>), levels=(20.0, 40.0, 60.0, 80.0, 100.0), breakpoints=None, tilelabel='tile', names=None, catd=None, verbose_output=False, force_categorical=False) Do you think something like this has a place in pandas? cc @jdh2358
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4,265,400
MDU6SXNzdWU0MjY1NDAw
1,129
Series/DataFrame.asfreq not implemented for PeriodIndex
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0
2012-04-24T17:57:36Z
2012-04-27T15:38:42Z
2012-04-27T15:38:42Z
MEMBER
null
This is not a surprise but needs to be fixed
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4,273,555
MDU6SXNzdWU0MjczNTU1
1,130
Method for selecting values at or as of time of day for each date
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0
2012-04-25T03:05:34Z
2012-04-27T20:14:54Z
2012-04-27T20:14:54Z
MEMBER
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4,288,827
MDU6SXNzdWU0Mjg4ODI3
1,131
Build error with np_datetime_strings on OS X 10.7
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3
2012-04-25T20:16:29Z
2012-09-18T00:24:51Z
2012-09-18T00:24:51Z
NONE
null
Building from most recently-available source, I get the following build error (on OS X 10.7 with clang compiler): ``` gcc-4.2 -DNDEBUG -g -fwrapv -Os -Wall -Wstrict-prototypes -pipe -arch x86_64 -I/Library/Python/2.7/site-packages/numpy-1.7.0.dev_3cb783e_20120425-py2.7-macosx-10.7-x86_64.egg/numpy/core/include -I/System/Library/Frameworks/Python.framework/Versions/2.7/include/python2.7 -c pandas/src/np_datetime_strings.c -o build/temp.macosx-10.7-x86_64-2.7/pandas/src/np_datetime_strings.o In file included from /Library/Python/2.7/site-packages/numpy-1.7.0.dev_3cb783e_20120425-py2.7-macosx-10.7-x86_64.egg/numpy/core/include/numpy/ndarraytypes.h:1974, from /Library/Python/2.7/site-packages/numpy-1.7.0.dev_3cb783e_20120425-py2.7-macosx-10.7-x86_64.egg/numpy/core/include/numpy/ndarrayobject.h:17, from /Library/Python/2.7/site-packages/numpy-1.7.0.dev_3cb783e_20120425-py2.7-macosx-10.7-x86_64.egg/numpy/core/include/numpy/arrayobject.h:15, from pandas/src/np_datetime_strings.c:17: /Library/Python/2.7/site-packages/numpy-1.7.0.dev_3cb783e_20120425-py2.7-macosx-10.7-x86_64.egg/numpy/core/include/numpy/npy_deprecated_api.h:11:2: warning: #warning "Using deprecated NumPy API, disable it by #defining NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION" pandas/src/np_datetime_strings.c: In function ‘get_datetime_iso_8601_strlen’: pandas/src/np_datetime_strings.c:911: error: ‘NPY_FR_B’ undeclared (first use in this function) pandas/src/np_datetime_strings.c:911: error: (Each undeclared identifier is reported only once pandas/src/np_datetime_strings.c:911: error: for each function it appears in.) pandas/src/np_datetime_strings.c:888: warning: enumeration value ‘NPY_FR_GENERIC’ not handled in switch error: command 'gcc-4.2' failed with exit status 1 ```
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4,291,391
MDU6SXNzdWU0MjkxMzkx
1,132
Add normalization check / normalize method?
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0
2012-04-25T21:45:42Z
2012-04-27T22:24:25Z
2012-04-27T22:24:25Z
MEMBER
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4,291,467
MDU6SXNzdWU0MjkxNDY3
1,133
Add ability to set local frequency "context" via context manager or some such
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1
2012-04-25T21:48:00Z
2016-09-29T22:44:19Z
2016-09-29T22:13:35Z
MEMBER
null
The idea being that a lot of filling and other things would happen automatically. Goes against "explicit is better than implicit" but could really simplify the logic in a number of places
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1,134
pandas.Series.__eq__ is broken for series with different index
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14
2012-04-25T23:59:00Z
2016-08-25T10:20:52Z
2016-08-25T10:20:52Z
CONTRIBUTOR
null
Something seems to be wrong with s1 == s2 when s1 and s2 don't have the same index. Here is a snippet example: ``` python import operator import pandas s1 = pandas.Series([1,2], ['a','b']) s2 = pandas.Series([2,3], ['b','c']) s1 == s2 s2 == s1 ``` with the output: ``` InIn [5]: s1 == s2 Out[5]: a False b False In [6]: s2 == s1 Out[6]: b False c False ``` On the other hand using combine works fine: ``` In [7]: s1.combine(s2, operator.eq) Out[7]: a 0 b 1 c 0 In [8]: s2.combine(s1, operator.eq) Out[8]: a 0 b 1 c 0 ``` I guess you can first align s1 and s2 and then compare them, but is there a good reason why this couldn't work out of the box? There doesn't seem to be any tests for pandas.Series. __eq__ for two series with a different index in pandas/pandas/tests/test_series.py. I have a patch lying around to add such a test and I could commit it if that's useful.
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1,135
df.groupby('key').groups printed all: problem with large arrays
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7
2012-04-26T07:52:16Z
2020-01-31T04:06:39Z
2020-01-31T04:06:39Z
MEMBER
null
When you are working with a large array, it is not printed out in its entirety in the console, but when you have grouped them with `groupby('key')`, the groups are all printed out. Would it be possible to also restrict the output of `groupby('key').groups` to eg the first and last groups? I was working with a rather large dataframe (around 80000 rows), and first it took a long time to print it all, and second the console got stuck for a while (but that could also be an issue with spyder). I know it is not very useful to print out the groups, but I was curious to see what it would look like, but it was not a very good idea with such a large array. ```python >>> import numpy as np >>> import pandas as pd >>> df = pd.DataFrame(np.random.randn(100000, 4), columns=list('abcd')) >>> df['g'] = np.random.randint(0, 100, 100000) >>> df.groupby('g').groups # this repr should be truncated ```
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MDU6SXNzdWU0MzAyMDQw
1,136
pandas and pyinstaller
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1
2012-04-26T13:47:27Z
2012-04-26T14:55:57Z
2012-04-26T14:55:54Z
NONE
null
Dear pandas dev, thanks a lot for this great tools. I try to make a one file distribuable under window with pyinstaller. This do not work becasue from what I anderstand : "pandas do hidden import" and need a hook-pandas in pyinstaller. So question : does anyone have tried to use pyinstaller with pandas ? Thanks a lot. Samuel
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Different types returned for numpy 1.5.1 and 1.6.1
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1
2012-04-26T18:14:37Z
2012-06-21T22:44:55Z
2012-06-21T22:44:55Z
NONE
null
I noticed that certain `numpy` functions return `pandas.Series` in 1.5.1 and `numpy.array` in 1.6.1. This makes it hard to write code that works for both versions when the index is not `0..n`, but something else like timestamps. For example on Mac OS X 10.7.3 with numpy 1.5.1: ``` python Python 2.7.1 (r271:86832, Jun 25 2011, 05:09:01) [GCC 4.2.1 (Based on Apple Inc. build 5658) (LLVM build 2335.15.00)] on darwin Type "help", "copyright", "credits" or "license" for more information. >>> import numpy >>> numpy.__version__ '1.5.1' >>> import pandas >>> pandas.__version__ '0.7.3' >>> a = numpy.array(range(10)) >>> s = pandas.Series(a) >>> numpy.where(~numpy.isnan(s)) (0 0 1 1 2 2 3 3 4 4 5 5 6 6 7 7 8 8 9 9,) >>> type(numpy.where(~numpy.isnan(s))[0]) <class 'pandas.core.series.Series'> ``` versus same system with numpy 1.6.1 ``` python Python 2.7.1 (r271:86832, Jun 25 2011, 05:09:01) [GCC 4.2.1 (Based on Apple Inc. build 5658) (LLVM build 2335.15.00)] on darwin Type "help", "copyright", "credits" or "license" for more information. >>> import numpy >>> numpy.__version__ '1.6.1' >>> import pandas >>> pandas.__version__ '0.7.3' >>> a = numpy.array(range(10)) >>> s = pandas.Series(a) >>> numpy.where(~numpy.isnan(s)) (array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9]),) >>> type(numpy.where(~numpy.isnan(s))[0]) <type 'numpy.ndarray'> ```
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MDU6SXNzdWU0MzA5OTgx
1,138
Test joins and set ops with PeriodIndex-ed data
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0
2012-04-26T19:43:25Z
2012-04-27T21:52:56Z
2012-04-27T21:52:56Z
MEMBER
null
``` In [5]: idx Out[5]: <class 'pandas.tseries.period.PeriodIndex'> freq: D [01-Jan-2000, ..., 20-Jan-2000] length: 20 In [6]: idx.join(idx[:-5], how='inner') Out[6]: Int64Index([730120, 730121, 730122, 730123, 730124, 730125, 730126, 730127, 730128, 730129, 730130, 730131, 730132, 730133, 730134]) In [7]: idx.union(idx[:-5]) --------------------------------------------------------------------------- ValueError Traceback (most recent call last) /home/wesm/code/pandas/<ipython-input-7-e8f9b3613a4d> in <module>() ----> 1 idx.union(idx[:-5]) /home/wesm/code/pandas/pandas/core/index.pyc in union(self, other) 496 497 # for subclasses --> 498 return self._wrap_union_result(other, result) 499 500 def _wrap_union_result(self, other, result): /home/wesm/code/pandas/pandas/core/index.pyc in _wrap_union_result(self, other, result) 500 def _wrap_union_result(self, other, result): 501 name = self.name if self.name == other.name else None --> 502 return type(self)(data=result, name=name) 503 504 def intersection(self, other): /home/wesm/code/pandas/pandas/tseries/period.pyc in __new__(cls, data, freq, start, end, periods, copy, name) 518 else: 519 if freq is None: --> 520 raise ValueError('freq cannot be none') 521 522 if data.dtype == np.datetime64: ValueError: freq cannot be none ```
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MDU6SXNzdWU0MzExNTY3
1,139
build error in current master: command 'gcc' failed with exit status 1
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4
2012-04-26T21:09:47Z
2012-04-26T21:47:07Z
2012-04-26T21:37:44Z
CONTRIBUTOR
null
``` pandas/src/tseries.c: In Funktion »__pyx_pf_6pandas_8_tseries_236join_sorter«: pandas/src/tseries.c:127783:14: Warnung: Variable »__pyx_bshape_0_where« gesetzt, aber nicht verwendet [-Wunused-but-set-variable] pandas/src/tseries.c:127780:14: Warnung: Variable »__pyx_bshape_0_counts« gesetzt, aber nicht verwendet [-Wunused-but-set-variable] pandas/src/tseries.c:127777:14: Warnung: Variable »__pyx_bshape_0_result« gesetzt, aber nicht verwendet [-Wunused-but-set-variable] pandas/src/tseries.c:127774:14: Warnung: Variable »__pyx_bshape_0_index« gesetzt, aber nicht verwendet [-Wunused-but-set-variable] pandas/src/tseries.c: In Funktion »is_datetime64_object«: pandas/src/numpy_helper.h:74:1: Warnung: Kontrollfluss erreicht Ende von Nicht-void-Funktion [-Wreturn-type] pandas/src/tseries.c: In Funktion »infer_type«: pandas/src/numpy_helper.h:43:1: Warnung: Kontrollfluss erreicht Ende von Nicht-void-Funktion [-Wreturn-type] error: command 'gcc' failed with exit status 1 make[1]: *** [python-install2.6] Fehler 1 make[1]: Verlasse Verzeichnis 'pandas/pandas_test' make: *** [binary] Fehler 2 dpkg-buildpackage: Fehler: Fehler-Exitstatus von fakeroot debian/rules binary war 2 ```
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0
2012-04-26T22:39:11Z
2014-07-07T20:34:02Z
2012-04-27T15:47:49Z
CONTRIBUTOR
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4,313,187
MDU6SXNzdWU0MzEzMTg3
1,141
Improve TimeSeries.asof to take an array of dates / index
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2012-04-26T22:59:44Z
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4,314,751
MDU6SXNzdWU0MzE0NzUx
1,142
.ix column assignment
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9
2012-04-27T01:49:47Z
2012-05-07T15:43:33Z
2012-05-07T15:36:15Z
CONTRIBUTOR
null
Hi, I was wondering if there was a good reason why this works: ``` python dat.ix[:,2] + 2 ``` but not this: ``` python dat.ix[:,2] = dat.ix[:,2] + 2 ```
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1,143
Pass single label to drop instead of list of labels
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0
2012-04-27T14:37:14Z
2012-04-27T17:27:41Z
2012-04-27T17:27:41Z
MEMBER
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DatetimeIndex(DatetimeIndex) loses frequency information
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0
2012-04-27T19:45:00Z
2012-04-27T20:38:12Z
2012-04-27T20:38:12Z
CONTRIBUTOR
null
In [18]: a = DatetimeIndex(start=datetime(2000, 1, 1), freq='D', periods=3) In [19]: a Out[19]: <class 'pandas.tseries.index.DatetimeIndex'> freq: D, timezone: None [2000-01-01 00:00:00, ..., 2000-01-03 00:00:00] length: 3 In [20]: DatetimeIndex(a) Out[20]: DatetimeIndex([2000-01-01 00:00:00, 2000-01-02 00:00:00, 2000-01-03 00:00:00], dtype=datetime64[us])
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4,329,266
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1,145
Assigning df.col_name differs from assigning df
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2
2012-04-27T20:46:13Z
2013-12-04T00:47:46Z
2012-04-27T20:52:56Z
CONTRIBUTOR
null
``` df2 = pd.DataFrame(columns=['A', 'B', 'C'], index=[1,2,3]) In [38]: df2 Out[38]: A B C 1 NaN NaN NaN 2 NaN NaN NaN 3 NaN NaN NaN In [40]: x = df2.ix[1] # create reference to index 1 In [42]: x['A'] = 3 # this changes the value in original df2 In [43]: df2 Out[43]: A B C 1 3.0 NaN NaN 2 NaN NaN NaN 3 NaN NaN NaN In [44]: x.A = 4 # this doesn't change df2, while they should behave the same (intuitively) In [45]: df2 Out[45]: A B C 1 3.0 NaN NaN 2 NaN NaN NaN 3 NaN NaN NaN ```
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MDU6SXNzdWU0MzMxMjI2
1,146
Unit tests for PeriodIndex field attributes
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0
2012-04-27T23:16:29Z
2012-05-03T01:20:37Z
2012-05-03T01:20:37Z
MEMBER
null
There are no tests for these
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4,331,305
MDU6SXNzdWU0MzMxMzA1
1,147
Storing PeriodIndex in HDFStore
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0
2012-04-27T23:25:27Z
2012-05-01T18:09:21Z
2012-05-01T18:09:21Z
MEMBER
null
I don't think this roundtrips work right now
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4,335,475
MDU6SXNzdWU0MzM1NDc1
1,148
Panel apply to subframes in groupby
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1
2012-04-28T15:00:48Z
2014-01-15T02:53:46Z
2014-01-15T02:53:46Z
MEMBER
null
see also #5556 Right now it's either aggregate whole chunks or 1D arrays, maybe should allow frame-by-frame
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4,335,515
MDU6SXNzdWU0MzM1NTE1
1,149
Resample on other axes, tests for Panel aggregation
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0
2012-04-28T15:09:13Z
2012-05-08T02:23:19Z
2012-05-08T02:23:19Z
MEMBER
null
Want to be able to resample Panel data easily also (either on axis=1 or 2)
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4,335,894
MDU6SXNzdWU0MzM1ODk0
1,150
See about switching Period ordinals to use NumPy datetime64 units
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0
2012-04-28T16:13:51Z
2012-05-12T15:40:27Z
2012-05-12T15:40:27Z
MEMBER
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4,337,977
MDU6SXNzdWU0MzM3OTc3
1,151
Pickling sparse dataframes with hierarchical indexing results in loss of data
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1
2012-04-28T22:43:53Z
2016-10-12T23:02:56Z
2013-09-20T18:09:22Z
NONE
null
Hi, thanks for all the awesome work with Pandas. I just started working on it, and I ran into two distinct bugs: - The HDFStore function won't accept sparse_dataframes as objects - doing so raises a KeyError. - If you pickle a sparse data frame with a hierarchical index, then reload the matrix, the resulting matrix loses all hierarchical indexing information and all the indexes are collapsed as tuples. I am using the latest version of pandas on Ubuntu 12.04 with the latest version of EPD. Federico
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MDU6SXNzdWU0MzM4MDQ5
1,152
Improve performance of resample on data with PeriodIndex
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2012-04-28T23:00:09Z
2012-05-07T13:33:42Z
2012-05-07T13:33:42Z
MEMBER
null
Underperforms timestamped data significantly right now
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4,338,088
MDU6SXNzdWU0MzM4MDg4
1,153
Think about strategies for nanosecond support
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2012-04-28T23:11:56Z
2012-06-21T22:49:38Z
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4,338,168
MDU6SXNzdWU0MzM4MTY4
1,154
Indexing PeriodIndex with duplicate periods
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1
2012-04-29T00:15:03Z
2012-05-05T19:30:52Z
2012-05-05T19:30:52Z
MEMBER
null
I did some refactoring recently and probably broke this myself, but there was no unit test to catch it. To reproduce: convert from UTC to local around a DST transition
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4,338,318
MDU6SXNzdWU0MzM4MzE4
1,156
Timestamps don't always get the right tzinfo attached
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0
2012-04-29T00:17:09Z
2012-05-05T19:26:42Z
2012-05-05T19:26:42Z
MEMBER
null
Each timezone in pytz has a `_tzinfos` dict: In [3]: type(pytz.timezone('US/Eastern')) Out[3]: pytz.tzfile.US/Eastern In [4]: pytz.timezone('US/Eastern')._tzinfos Out[4]: {(datetime.timedelta(-1, 68400), datetime.timedelta(0), 'EST'): <DstTzInfo 'US/Eastern' EST-1 day, 19:00:00 STD>, (datetime.timedelta(-1, 72000), datetime.timedelta(0, 3600), 'EDT'): <DstTzInfo 'US/Eastern' EDT-1 day, 20:00:00 DST>, (datetime.timedelta(-1, 72000), datetime.timedelta(0, 3600), 'EPT'): <DstTzInfo 'US/Eastern' EPT-1 day, 20:00:00 DST>, (datetime.timedelta(-1, 72000), datetime.timedelta(0, 3600), 'EWT'): <DstTzInfo 'US/Eastern' EWT-1 day, 20:00:00 DST>} Need some kind of sane (read: performant) way to retrieve the right one of these to attach when boxing a timestamp. Is not as trivial as I thought
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https://api.github.com/repos/pandas-dev/pandas/issues/1157
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4,341,199
MDU6SXNzdWU0MzQxMTk5
1,157
Series.shift doesn't work with PeriodIndex
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1
2012-04-29T14:51:45Z
2012-05-03T01:20:25Z
2012-05-03T01:20:25Z
MEMBER
null
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4,341,218
MDU6SXNzdWU0MzQxMjE4
1,158
What should DatetimeIndex + 1 do?
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3
2012-04-29T14:54:24Z
2012-05-05T20:42:26Z
2012-05-05T20:42:26Z
MEMBER
null
Perhaps should shift like PeriodIndex if frequency is set
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4,341,309
MDU6SXNzdWU0MzQxMzA5
1,159
Time zone support with PeriodIndex
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2
2012-04-29T15:10:33Z
2018-07-06T20:20:59Z
2018-07-06T19:34:27Z
MEMBER
null
This might be quite a bit of work, maybe leave for post 0.8.0
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4,341,387
MDU6SXNzdWU0MzQxMzg3
1,160
Should avoid hash table creation in monotonic DatetimeIndex?
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0
2012-04-29T15:23:12Z
2012-05-15T00:48:13Z
2012-05-15T00:48:13Z
MEMBER
null
In very large time series, a first call to ``` ts[stamp] ``` will cause a hash table population to look up the location of `stamp`. If the index has, say, 10mm timestamps, the allocated hash table will take up at minimum 160 megabytes ((timestamp, location) pairs, each 8 bytes) probably rounded up to 256 megabytes. I would say either always use binary search or don't create the hash table when the index exceeds a certain length.
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4,341,498
MDU6SXNzdWU0MzQxNDk4
1,161
Time series branch, feature request for grouping by volume
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4
2012-04-29T15:45:01Z
2019-01-11T11:55:18Z
2019-01-11T11:55:18Z
NONE
null
It looks like the time series branch already includes increased functionality for high performance time resampling between time frequencies. Will there be support for converting from higher frequency data to other grouping methods, such as tick data or 1s bars to 1000 volume bars? Perhaps this doesn't fall into true time series functionality.
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4,342,059
MDU6SXNzdWU0MzQyMDU5
1,162
Negative numbers not handled correctly in frequency strings
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0
2012-04-29T17:33:45Z
2012-05-01T16:54:55Z
2012-05-01T16:54:55Z
MEMBER
null
``` In [2]: datetools.to_offset('-1S') Out[2]: <1 Second> ```
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4,342,082
MDU6SXNzdWU0MzQyMDgy
1,163
Frequency strings don't work with loffset parameter in resampling
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0
2012-04-29T17:39:46Z
2012-04-29T21:43:57Z
2012-04-29T21:43:57Z
MEMBER
null
``` In [7]: ts Out[7]: 2000-01-01 00:00:00 -1.135382 2000-01-01 00:01:00 1.295421 2000-01-01 00:02:00 0.625706 2000-01-01 00:03:00 0.235525 2000-01-01 00:04:00 0.254634 2000-01-01 00:05:00 -0.393107 2000-01-01 00:06:00 -1.881196 2000-01-01 00:07:00 -2.447050 2000-01-01 00:08:00 1.055716 2000-01-01 00:09:00 1.156710 2000-01-01 00:10:00 -1.108877 2000-01-01 00:11:00 -0.710064 Freq: T In [8]: ts.resample('5min', loffset=datetools.Second(-1)) Out[8]: 1999-12-31 23:59:59 -1.135382 2000-01-01 00:04:59 0.403636 2000-01-01 00:09:59 -0.644939 2000-01-01 00:14:59 -0.710064 Freq: 5T In [9]: ts.resample('5min', loffset='1min') Out[9]: 2000-01-01 00:00:00 -1.135382 2000-01-01 00:05:00 0.403636 2000-01-01 00:10:00 -0.644939 2000-01-01 00:15:00 -0.710064 Freq: 5T ```
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4,342,121
MDU6SXNzdWU0MzQyMTIx
1,164
Add column name option to Series.reset_index
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0
2012-04-29T17:48:18Z
2012-05-01T08:21:04Z
2012-05-01T08:21:04Z
MEMBER
null
Currently the column name in the result DataFrame will either be 0 or the `name` attribute (if any): ``` In [31]: df1.groupby( [ "Name", "City"] ).size() Out[31]: Name City Alice Seattle 1 Bob Seattle 2 Mallory Portland 2 Seattle 1 In [32]: df1.groupby( [ "Name", "City"] ).size().reset_index() Out[32]: Name City 0 0 Alice Seattle 1 1 Bob Seattle 2 2 Mallory Portland 2 3 Mallory Seattle 1 ```
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https://api.github.com/repos/pandas-dev/pandas/issues/1165
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4,342,153
MDU6SXNzdWU0MzQyMTUz
1,165
Minutely resampling needs to be independent of start timestamp
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0
2012-04-29T17:53:16Z
2012-05-12T21:28:11Z
2012-05-12T21:28:11Z
MEMBER
null
Date ranges are very naively generated: ``` In [44]: ts.resample('5min') Out[44]: 2000-01-01 00:00:00 -0.744244 2000-01-01 00:05:00 -0.934083 2000-01-01 00:10:00 0.198829 2000-01-01 00:15:00 1.786013 Freq: 5T In [45]: ts[2:].resample('5min') Out[45]: 2000-01-01 00:02:00 -0.903645 2000-01-01 00:07:00 -0.496863 2000-01-01 00:12:00 0.461970 2000-01-01 00:17:00 NaN Freq: 5T ```
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4,342,452
MDU6SXNzdWU0MzQyNDUy
1,166
np.ptp does not produce scalar value from Series
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0
2012-04-29T18:41:32Z
2012-05-03T01:20:17Z
2012-05-03T01:20:17Z
MEMBER
null
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4,343,332
MDU6SXNzdWU0MzQzMzMy
1,167
Floats stored in object Index may not slice properly when passed float64 scalars
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0
2012-04-29T21:12:14Z
2012-05-07T16:06:56Z
2012-05-07T16:06:56Z
MEMBER
null
Should include this fix in 0.7.x maintenance branch
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4,343,333
MDU6SXNzdWU0MzQzMzMz
1,168
Faster implementation of Series.asof for sequence inputs
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0
2012-04-29T21:12:22Z
2012-05-04T14:04:52Z
2012-05-04T14:04:52Z
CONTRIBUTOR
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4,343,683
MDU6SXNzdWU0MzQzNjgz
1,169
Decide what time series stuff goes in the pandas.* namespace
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0
2012-04-29T22:06:25Z
2012-05-27T19:12:31Z
2012-05-27T19:12:31Z
MEMBER
null
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null
null
null
https://api.github.com/repos/pandas-dev/pandas/issues/1170
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4,343,736
MDU6SXNzdWU0MzQzNzM2
1,170
Dubious Period interpreting monthly date
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closed
false
null
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0
2012-04-29T22:15:43Z
2012-05-03T01:20:06Z
2012-05-03T01:20:06Z
MEMBER
null
``` In [3]: Period(200701, freq='M') Out[3]: Period('Jan-16726', 'M') In [4]: Period('200701', freq='M') Out[4]: Period('Jul-2020', 'M') ```
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4,344,078
MDU6SXNzdWU0MzQ0MDc4
1,171
More efficient "conform check" for array of dates and passed frequency
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closed
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2
2012-04-29T23:24:42Z
2012-05-05T19:33:18Z
2012-05-05T19:33:18Z
MEMBER
null
Currently the code calls `offset.onOffset` on every date. This is pretty weak; might want to do something more intelligent. Add vbenchmarks too
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4,353,314
MDU6SXNzdWU0MzUzMzE0
1,172
Should only store UTC timestamps in DatetimeIndex
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0
2012-04-30T16:36:22Z
2012-05-05T20:18:16Z
2012-05-05T20:18:16Z
MEMBER
null
The time zone only affects what the user "sees"; will make set ops and operations between different-timezone time series much more straightforward
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4,355,674
MDU6SXNzdWU0MzU1Njc0
1,173
Allow duplicate index values from read_* functions
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2012-04-30T18:55:22Z
2012-05-07T14:33:27Z
2012-05-07T14:33:27Z
MEMBER
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4,355,682
MDU6SXNzdWU0MzU1Njgy
1,174
Parsing of time series text files with date/time split across multiple columns
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2012-05-21T18:30:22Z
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1,175
BUG: work around missing NPY_FR_B in numpy 1.7
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2012-05-01T00:36:00Z
2012-05-07T18:10:40Z
2012-05-07T18:10:40Z
CONTRIBUTOR
null
This is one potential work-around for the missing NPY_FR_B enum definition in numpy 1.7. Maybe there's a cleaner work-around, but this fixes the compilation problem for now.
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MDU6SXNzdWU0MzY5MDgz
1,176
Index(DatetimeIndex) loses freq info
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0
2012-05-01T16:06:12Z
2012-05-01T16:16:29Z
2012-05-01T16:16:29Z
CONTRIBUTOR
null
does returns DatetimeIndex but loses freq info
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MDU6SXNzdWU0MzcwMTMy
1,177
DataFrame.hist() doesn't work for DataFrame with only 1 column
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2012-05-01T17:09:30Z
2012-05-03T00:25:30Z
2012-05-02T17:42:19Z
NONE
null
## This is in version 0.7.1 In [209]: a = DataFrame(np.asarray([1,2,3,4,5]).T) In [210]: a Out[210]: 0 0 1 1 2 2 3 3 4 4 5 In [211]: a.hist() TypeError Traceback (most recent call last) H:<ipython-input-211-351515a79fe3> in <module>() ----> 1 a.hist() C:\Python27\lib\site-packages\pandas\core\frame.pyc in hist(self, grid, *_kwds) 3923 3924 for i, col in enumerate(_try_sort(self.columns)): -> 3925 ax = axes[i / k][i % k] 3926 ax.hist(self[col].dropna().values, *_kwds) 3927 ax.set_title(col) TypeError: 'AxesSubplot' object does not support indexing
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1,178
Add __slots__ to Series
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1
2012-05-01T18:32:03Z
2012-05-07T16:26:04Z
2012-05-07T16:26:04Z
MEMBER
null
Want to disable attribute setting outside of name and index
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4,386,820
MDExOlB1bGxSZXF1ZXN0MTI3MjUxNw==
1,179
EHN: (First commit) -- Began implementation of new regex methods for Se...
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8
2012-05-02T15:14:41Z
2014-06-26T11:02:15Z
2012-07-15T22:49:43Z
CONTRIBUTOR
null
...ries class, performing element-wise regex matching (Series.str_find) and substitution (Series.string_sub).
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https://api.github.com/repos/pandas-dev/pandas/issues/1180
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4,389,448
MDU6SXNzdWU0Mzg5NDQ4
1,180
create a community supported set of typical converters for read_csv
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6
2012-05-02T17:30:01Z
2014-01-02T02:27:27Z
2014-01-01T03:40:06Z
CONTRIBUTOR
null
Unfortauntely, nearly no input data file uses ISO format but rather random columns and formats. Following https://groups.google.com/forum/?fromgroups#!topic/pydata/pZjQMX_avmY and https://github.com/pydata/pandas/issues/854 I would suggest to insert: https://github.com/pydata/pandas/tree/master/pandas/tseries/converters.py Where users could contribute/share typical converters for getting their date and times parsed into a pandas object from input.
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4,389,620
MDU6SXNzdWU0Mzg5NjIw
1,181
Don't create (or add option to not create) empty columns when unstacking
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10
2012-05-02T17:39:01Z
2012-05-09T17:54:02Z
2012-05-08T18:27:05Z
MEMBER
null
from @rkern on the pydata mailing list: ``` Hello! I am using the pivot table functionality to good effect. One issue I am running to, however, is that the columns end up being roughly a full Cartesian product of the column pivots. That is, there are blocks of all-NA columns. The row pivots appear to be pruned already; all-NA rows don't show up. For pivot values that are roughly tree-structured (i.e. the children of one node mostly don't show up as children of a neighboring node), this can create pivot tables with very many columns. Currently, I post-process the pivot tables using .dropna(axis=1, how='all'), but I have just run into a case there the intermediate table is too large for my 32-bit machine. Would there be a good way to change the pivot table computation to get appropriately sparse trees for both the rows and the columns? I am happy to look into it myself, but I did want to check to see if it was on anyone's radar or if anyone had suggestions. ``` to my response ``` That's actually a good point and it's basically an oversight in the pivot_table implementation. If you look at the code, it's basically a convenience function that uses groupby and calls unstack on the aggregated result. I suspect the problem with unstack is that it's creating lots of empty columns; ``` ``` ```
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4,390,010
MDU6SXNzdWU0MzkwMDEw
1,182
Add frequency for specifying non M-F business day calendar
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2012-05-02T18:00:46Z
2013-07-26T18:42:14Z
2013-07-26T18:42:14Z
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4,390,730
MDU6SXNzdWU0MzkwNzMw
1,183
Series.apply bug when result same length as series
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2012-05-02T18:38:53Z
2012-05-07T18:23:41Z
2012-05-07T18:23:41Z
MEMBER
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``` In [2]: s = pandas.Series([1,2]) In [3]: s Out[3]: 0 1 1 2 In [4]: s.apply(lambda x: (x, x+1)) Out[4]: 0 0 1 1 2 1 0 2 1 3 ``` But: ``` In [8]: s = pandas.Series([1,2,3]) In [9]: s Out[9]: 0 1 1 2 2 3 In [10]: s.apply(lambda x: (x, x+1)) Out[10]: 0 (1, 2) 1 (2, 3) 2 (3, 4) ```
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4,391,937
MDU6SXNzdWU0MzkxOTM3
1,184
Better freqstr for non-Tick frequencies with offset
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0
2012-05-02T19:45:11Z
2012-06-25T13:51:14Z
2012-06-25T13:51:14Z
MEMBER
null
``` In [1]: date_range('1/1/2000', periods=10, freq='1B30min') Out[1]: <class 'pandas.tseries.index.DatetimeIndex'> [2000-01-03 00:30:00, ..., 2000-01-13 04:30:00] Length: 9, Freq: B, Timezone: None In [2]: date_range('1/1/2000', periods=10, freq='1B30min').offset Out[2]: <1 BusinessDay: offset=datetime.timedelta(0, 1800)> ```
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4,392,131
MDU6SXNzdWU0MzkyMTMx
1,185
Define frequencies like "Last Xday of month"
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3
2012-05-02T19:54:43Z
2015-04-13T19:09:10Z
2015-04-13T19:06:09Z
MEMBER
null
`WeekOfMonth` can't readily generate, say, US Thanksgivings which are the last Thursday of November each year
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1,186
As tsfromtxt like ability to convert multiple text file columns into a single date column
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2012-05-02T21:38:47Z
2016-10-12T23:02:56Z
2012-05-14T14:53:12Z
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reindexing / "'Index' object has no attribute 'freq'"
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1
2012-05-03T12:10:01Z
2012-05-08T19:29:13Z
2012-05-08T19:29:13Z
CONTRIBUTOR
null
from pystatsmodels mailing list: I've created a DataFrame using read_clipboard() (Pandas built from Git trunk) and am having problems reindexing unless I select rows using the [:] notation. IIRC the index was defined using 'set_index("Timestamp")'. In [47]: df Out[47]: <class 'pandas.core.frame.DataFrame'> Index: 61507 entries, 2010-01-31 15:30:00 to 2011-11-03 09:15:00 Data columns: Q 61507 non-null values NTU 61507 non-null values dtypes: float64(2) In [50]: df[:50000000]['Q'] < 14 Out[50]: time 2010-01-31 15:30:00 True 2010-01-31 15:45:00 True 2010-01-31 16:00:00 True 2010-01-31 16:15:00 False 2010-01-31 16:30:00 False <<snip; all fine here>> In [51]: ## df['Q'] < 14 AttributeError Traceback (most recent call last) /home/will/Dropbox/PhD/AI_general/Semblance/<ipython-input-51-2f53055c9488> in <module>() ----> 1 q_and_turb_df['Q'] < 14 /usr/lib/python2.7/dist-packages/IPython/core/displayhook.pyc in **call**(self, result) 236 self.start_displayhook() 237 self.write_output_prompt() --> 238 format_dict = self.compute_format_data(result) 239 self.write_format_data(format_dict) 240 self.update_user_ns(result) /usr/lib/python2.7/dist-packages/IPython/core/displayhook.pyc in compute_format_data(self, result) 148 MIME type representation of the object. 149 """ --> 150 return self.shell.display_formatter.format(result) 151 152 def write_format_data(self, format_dict): /usr/lib/python2.7/dist-packages/IPython/core/formatters.pyc in format(self, obj, include, exclude) 124 continue 125 try: --> 126 data = formatter(obj) 127 except: 128 # FIXME: log the exception /usr/lib/python2.7/dist-packages/IPython/core/formatters.pyc in **call**(self, obj) 445 type_pprinters=self.type_printers, 446 deferred_pprinters=self.deferred_printers) --> 447 printer.pretty(obj) 448 printer.flush() 449 return stream.getvalue() /usr/lib/python2.7/dist-packages/IPython/lib/pretty.pyc in pretty(self, obj) 352 if callable(obj_class._repr_pretty_): 353 return obj_class._repr_pretty_(obj, self, cycle) --> 354 return _default_pprint(obj, self, cycle) 355 finally: 356 self.end_group() /usr/lib/python2.7/dist-packages/IPython/lib/pretty.pyc in _default_pprint(obj, p, cycle) 472 if getattr(klass, '__repr__', None) not in _baseclass_reprs: 473 # A user-provided repr. --> 474 p.text(repr(obj)) 475 return 476 p.begin_group(1, '<') /usr/local/lib/python2.7/dist-packages/pandas-0.8.0.dev_1ea766c-py2.7-linux-x86_64.egg/pandas/core/series.pyc in **repr**(self) 710 else fmt.print_config.max_rows) 711 if len(self.index) > max_rows: --> 712 result = self._tidy_repr(min(30, max_rows - 4)) 713 elif len(self.index) > 0: 714 result = self._get_repr(print_header=True, /usr/local/lib/python2.7/dist-packages/pandas-0.8.0.dev_1ea766c-py2.7-linux-x86_64.egg/pandas/core/series.pyc in _tidy_repr(self, max_vals) 728 name=False) 729 result = head + '\n...\n' + tail --> 730 return '%s\n%s' % (result, self._repr_footer()) 731 732 def _repr_footer(self): /usr/local/lib/python2.7/dist-packages/pandas-0.8.0.dev_1ea766c-py2.7-linux-x86_64.egg/pandas/core/series.pyc in _repr_footer(self) 2551 2552 def _repr_footer(self): -> 2553 if self.index.freq is not None: 2554 freqstr = 'Freq: %s, ' % self.index.freqstr 2555 else: AttributeError: 'Index' object has no attribute 'freq'
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MDU6SXNzdWU0NDA0Mzgx
1,188
Maybe add use_inferred_type option to Index constructor
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1
2012-05-03T12:54:54Z
2012-05-03T13:02:41Z
2012-05-03T13:02:41Z
CONTRIBUTOR
null
use inferred type info of input argument to try and be more clever about returning the right subclass, esp timeseries Index classes. related to #1187
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1,189
Add documentation regarding -mno-cygwin option when building on windows
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1
2012-05-03T13:59:29Z
2012-07-13T03:12:51Z
2012-07-13T03:12:51Z
CONTRIBUTOR
null
from pydata mailing list: """ The problem I'm hitting is in getting setup.py to run either with build_ext --inplace or develop, so I can run 'nosetests pandas' cc1.exe: error: unrecognized command line option '-mno-cygwin' error: command 'gcc' failed with exit status 1 Which looks like a possible case of http://bugs.python.org/issue12641. Some details: I'm running python 2.7.2 on Windows 64. mingw installed per http://wiki.cython.org/InstallingOnWindows: C:\Users\US\pandas>gcc --version gcc (GCC) 4.6.2 Copyright (C) 2011 Free Software Foundation, Inc. """
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Add documentation regarding -mno-cygwin option when building on windows
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2012-05-03T14:14:59Z
2012-05-03T14:15:22Z
2012-05-03T14:15:21Z
CONTRIBUTOR
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from pydata mailing list: """ The problem I'm hitting is in getting setup.py to run either with build_ext --inplace or develop, so I can run 'nosetests pandas' cc1.exe: error: unrecognized command line option '-mno-cygwin' error: command 'gcc' failed with exit status 1 Which looks like a possible case of http://bugs.python.org/issue12641. Some details: I'm running python 2.7.2 on Windows 64. mingw installed per http://wiki.cython.org/InstallingOnWindows: C:\Users\US\pandas>gcc --version gcc (GCC) 4.6.2 Copyright (C) 2011 Free Software Foundation, Inc. """
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Implement DataFrame.to_timestamp and to_period
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2012-05-03T16:25:56Z
2012-05-07T23:38:20Z
2012-05-07T23:38:20Z
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Think about adding Period slicing
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1
2012-05-03T17:24:31Z
2019-12-12T14:40:44Z
2019-12-12T14:40:37Z
CONTRIBUTOR
null
Get subperiods via getitem p = Period( 2001) p[0, 'D'] => Period('01-Jan-2001', 'D') p[0] => Period('2001Q1', 'Q-DEC')
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4,411,935
MDU6SXNzdWU0NDExOTM1
1,193
logy argument not respected in pandas.tseries.plotting
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0
2012-05-03T19:29:50Z
2012-05-03T19:52:28Z
2012-05-03T19:52:28Z
MEMBER
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MDU6SXNzdWU0NDE1MTYy
1,194
Add ability to plot Series/TimeSeries easily on secondary Y axis
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0
2012-05-03T22:27:00Z
2012-06-21T22:47:58Z
2012-06-21T22:47:58Z
MEMBER
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MDU6SXNzdWU0NDIzNDA2
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DocumenTATION for timeseries API
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0
2012-05-04T13:12:51Z
2012-05-29T02:03:00Z
2012-05-29T02:03:00Z
CONTRIBUTOR
null
yes the caps are intentional
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MDU6SXNzdWU0NDIzNTgx
1,196
DataFrame.take raises exception on list input
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0
2012-05-04T13:25:02Z
2012-05-04T14:33:21Z
2012-05-04T14:33:21Z
CONTRIBUTOR
null
In [24]: df.take([1,2]) /pandas/pandas/core/common.pyc in _ensure_int32(arr) 687 688 def _ensure_int32(arr): --> 689 if arr.dtype != np.int32: 690 arr = arr.astype(np.int32) 691 return arr AttributeError: 'list' object has no attribute 'dtype'
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MDU6SXNzdWU0NDI3MDg0
1,197
Add limit keyword to fillna method of sparse data frame
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0
2012-05-04T16:33:52Z
2012-05-07T14:47:10Z
2012-05-07T14:47:10Z
CONTRIBUTOR
null
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4,432,735
MDU6SXNzdWU0NDMyNzM1
1,198
Standard deviation error?
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3
2012-05-04T23:05:09Z
2012-05-08T01:45:05Z
2012-05-08T01:45:05Z
NONE
null
Hey Wes, I think there's a bug in your implementation of standard deviation in 0.8.0.dev-7085b94. In an arbitrary dataset, if I use df.groupby(df.col).std(), I get NaNs in some records. If I use groupby([df.col]).apply(lambda x: np.std(x)), the records are correct (0.000000). Haven't had a chance to dig into it deeper, but prima facie this seems like a bug. Let me know what other info you need. Cheers, Peter
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4,448,196
MDU6SXNzdWU0NDQ4MTk2
1,199
Remove period multipliers
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0
2012-05-07T02:37:39Z
2012-05-12T16:03:01Z
2012-05-12T16:03:01Z
MEMBER
null
After some thought I don't think I want period multipliers. They're rigid and inflexible as they are, probably likely to lead to more trouble than they're worth right now
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4,453,175
MDU6SXNzdWU0NDUzMTc1
1,200
failed tests
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1
2012-05-07T12:32:10Z
2013-12-04T00:43:23Z
2012-05-18T19:24:50Z
NONE
null
I'm running on Windows 7 32-bit, with Python 2.7.2. Dependencies installed, pandas cloned and built. Here is the output when I run "nosetests pandas" : ................SS.........S...............S.................C:\Python27\lib\site-packages\scikits\statsmodels\tools\tools.py:256: FutureWarning: The default of `prepend` will be changed to True in the next release, use explicit prepend "next release, use explicit prepend", FutureWarning) ...........S...................EEEEEE...............SS.....................C:\Users\candre4\pandas\pandas\core\index.py:441: RuntimeWarning: tp_compare didn't return -1 or -2 for exception return self.view(np.ndarray).argsort(_args, *_kwargs) # .........S.................................S.......................S...... ## ERROR: test_line_plot_datetime_frame (pandas.tseries.tests.test_plotting.TestTSPlot) Traceback (most recent call last): File "C:\Users\candre4\pandas\pandas\tseries\tests\test_plotting.py", line 82, in test_line_plot_datetime_frame _check_plot_works(df.plot, freq) File "C:\Users\candre4\pandas\pandas\tseries\tests\test_plotting.py", line 118, in _check_plot_works plt.savefig(PNG_PATH) File "C:\Python27\lib\site-packages\matplotlib\pyplot.py", line 363, in savefig return fig.savefig(_args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\figure.py", line 1084, in savefig self.canvas.print_figure(_args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\backend_bases.py", line 1923, in print_figure *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\backends\backend_agg.py", line 438, in print_png FigureCanvasAgg.draw(self) File "C:\Python27\lib\site-packages\matplotlib\backends\backend_agg.py", line 394, in draw self.figure.draw(self.renderer) File "C:\Python27\lib\site-packages\matplotlib\artist.py", line 55, in draw_wrapper draw(artist, renderer, *args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\figure.py", line 798, in draw func(_args) File "C:\Python27\lib\site-packages\matplotlib\artist.py", line 55, in draw_wrapper draw(artist, renderer, *args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\axes.py", line 1946, in draw a.draw(renderer) File "C:\Python27\lib\site-packages\matplotlib\artist.py", line 55, in draw_wrapper draw(artist, renderer, _args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\axis.py", line 971, in draw tick_tups = [ t for t in self.iter_ticks()] File "C:\Python27\lib\site-packages\matplotlib\axis.py", line 907, in iter_ticks majorLabels = [self.major.formatter(val, i) for i, val in enumerate(majorLocs)] File "C:\Users\candre4\pandas\pandas\tseries\plotting.py", line 812, in __call__ return Period(ordinal=int(x), freq=self.freq).strftime(fmt) File "C:\Users\candre4\pandas\pandas\tseries\period.py", line 101, in **init** raise ValueError("Ordinal must be positive") ValueError: Ordinal must be positive # ## ERROR: test_line_plot_datetime_series (pandas.tseries.tests.test_plotting.TestTSPlot) Traceback (most recent call last): File "C:\Users\candre4\pandas\pandas\tseries\tests\test_plotting.py", line 71, in test_line_plot_datetime_series _check_plot_works(s.plot, s.index.freq.rule_code) File "C:\Users\candre4\pandas\pandas\tseries\tests\test_plotting.py", line 118, in _check_plot_works plt.savefig(PNG_PATH) File "C:\Python27\lib\site-packages\matplotlib\pyplot.py", line 363, in savefig return fig.savefig(_args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\figure.py", line 1084, in savefig self.canvas.print_figure(_args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\backend_bases.py", line 1923, in print_figure *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\backends\backend_agg.py", line 438, in print_png FigureCanvasAgg.draw(self) File "C:\Python27\lib\site-packages\matplotlib\backends\backend_agg.py", line 394, in draw self.figure.draw(self.renderer) File "C:\Python27\lib\site-packages\matplotlib\artist.py", line 55, in draw_wrapper draw(artist, renderer, *args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\figure.py", line 798, in draw func(_args) File "C:\Python27\lib\site-packages\matplotlib\artist.py", line 55, in draw_wrapper draw(artist, renderer, *args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\axes.py", line 1946, in draw a.draw(renderer) File "C:\Python27\lib\site-packages\matplotlib\artist.py", line 55, in draw_wrapper draw(artist, renderer, _args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\axis.py", line 971, in draw tick_tups = [ t for t in self.iter_ticks()] File "C:\Python27\lib\site-packages\matplotlib\axis.py", line 907, in iter_ticks majorLabels = [self.major.formatter(val, i) for i, val in enumerate(majorLocs)] File "C:\Users\candre4\pandas\pandas\tseries\plotting.py", line 812, in __call__ return Period(ordinal=int(x), freq=self.freq).strftime(fmt) File "C:\Users\candre4\pandas\pandas\tseries\period.py", line 101, in **init** raise ValueError("Ordinal must be positive") ValueError: Ordinal must be positive # ## ERROR: test_line_plot_inferred_freq (pandas.tseries.tests.test_plotting.TestTSPlot) Traceback (most recent call last): File "C:\Users\candre4\pandas\pandas\tseries\tests\test_plotting.py", line 88, in test_line_plot_inferred_freq _check_plot_works(ser.plot, ser.index.inferred_freq) File "C:\Users\candre4\pandas\pandas\tseries\tests\test_plotting.py", line 118, in _check_plot_works plt.savefig(PNG_PATH) File "C:\Python27\lib\site-packages\matplotlib\pyplot.py", line 363, in savefig return fig.savefig(_args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\figure.py", line 1084, in savefig self.canvas.print_figure(_args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\backend_bases.py", line 1923, in print_figure *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\backends\backend_agg.py", line 438, in print_png FigureCanvasAgg.draw(self) File "C:\Python27\lib\site-packages\matplotlib\backends\backend_agg.py", line 394, in draw self.figure.draw(self.renderer) File "C:\Python27\lib\site-packages\matplotlib\artist.py", line 55, in draw_wrapper draw(artist, renderer, *args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\figure.py", line 798, in draw func(_args) File "C:\Python27\lib\site-packages\matplotlib\artist.py", line 55, in draw_wrapper draw(artist, renderer, *args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\axes.py", line 1946, in draw a.draw(renderer) File "C:\Python27\lib\site-packages\matplotlib\artist.py", line 55, in draw_wrapper draw(artist, renderer, _args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\axis.py", line 971, in draw tick_tups = [ t for t in self.iter_ticks()] File "C:\Python27\lib\site-packages\matplotlib\axis.py", line 907, in iter_ticks majorLabels = [self.major.formatter(val, i) for i, val in enumerate(majorLocs)] File "C:\Users\candre4\pandas\pandas\tseries\plotting.py", line 812, in __call__ return Period(ordinal=int(x), freq=self.freq).strftime(fmt) File "C:\Users\candre4\pandas\pandas\tseries\period.py", line 101, in **init** raise ValueError("Ordinal must be positive") ValueError: Ordinal must be positive # ## ERROR: test_line_plot_period_frame (pandas.tseries.tests.test_plotting.TestTSPlot) Traceback (most recent call last): File "C:\Users\candre4\pandas\pandas\tseries\tests\test_plotting.py", line 76, in test_line_plot_period_frame _check_plot_works(df.plot, df.index.freq) File "C:\Users\candre4\pandas\pandas\tseries\tests\test_plotting.py", line 118, in _check_plot_works plt.savefig(PNG_PATH) File "C:\Python27\lib\site-packages\matplotlib\pyplot.py", line 363, in savefig return fig.savefig(_args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\figure.py", line 1084, in savefig self.canvas.print_figure(_args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\backend_bases.py", line 1923, in print_figure *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\backends\backend_agg.py", line 438, in print_png FigureCanvasAgg.draw(self) File "C:\Python27\lib\site-packages\matplotlib\backends\backend_agg.py", line 394, in draw self.figure.draw(self.renderer) File "C:\Python27\lib\site-packages\matplotlib\artist.py", line 55, in draw_wrapper draw(artist, renderer, *args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\figure.py", line 798, in draw func(_args) File "C:\Python27\lib\site-packages\matplotlib\artist.py", line 55, in draw_wrapper draw(artist, renderer, *args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\axes.py", line 1946, in draw a.draw(renderer) File "C:\Python27\lib\site-packages\matplotlib\artist.py", line 55, in draw_wrapper draw(artist, renderer, _args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\axis.py", line 971, in draw tick_tups = [ t for t in self.iter_ticks()] File "C:\Python27\lib\site-packages\matplotlib\axis.py", line 907, in iter_ticks majorLabels = [self.major.formatter(val, i) for i, val in enumerate(majorLocs)] File "C:\Users\candre4\pandas\pandas\tseries\plotting.py", line 812, in __call__ return Period(ordinal=int(x), freq=self.freq).strftime(fmt) File "C:\Users\candre4\pandas\pandas\tseries\period.py", line 101, in **init** raise ValueError("Ordinal must be positive") ValueError: Ordinal must be positive # ## ERROR: test_line_plot_period_series (pandas.tseries.tests.test_plotting.TestTSPlot) Traceback (most recent call last): File "C:\Users\candre4\pandas\pandas\tseries\tests\test_plotting.py", line 66, in test_line_plot_period_series _check_plot_works(s.plot, s.index.freq) File "C:\Users\candre4\pandas\pandas\tseries\tests\test_plotting.py", line 118, in _check_plot_works plt.savefig(PNG_PATH) File "C:\Python27\lib\site-packages\matplotlib\pyplot.py", line 363, in savefig return fig.savefig(_args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\figure.py", line 1084, in savefig self.canvas.print_figure(_args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\backend_bases.py", line 1923, in print_figure *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\backends\backend_agg.py", line 438, in print_png FigureCanvasAgg.draw(self) File "C:\Python27\lib\site-packages\matplotlib\backends\backend_agg.py", line 394, in draw self.figure.draw(self.renderer) File "C:\Python27\lib\site-packages\matplotlib\artist.py", line 55, in draw_wrapper draw(artist, renderer, *args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\figure.py", line 798, in draw func(_args) File "C:\Python27\lib\site-packages\matplotlib\artist.py", line 55, in draw_wrapper draw(artist, renderer, *args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\axes.py", line 1946, in draw a.draw(renderer) File "C:\Python27\lib\site-packages\matplotlib\artist.py", line 55, in draw_wrapper draw(artist, renderer, _args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\axis.py", line 971, in draw tick_tups = [ t for t in self.iter_ticks()] File "C:\Python27\lib\site-packages\matplotlib\axis.py", line 907, in iter_ticks majorLabels = [self.major.formatter(val, i) for i, val in enumerate(majorLocs)] File "C:\Users\candre4\pandas\pandas\tseries\plotting.py", line 812, in __call__ return Period(ordinal=int(x), freq=self.freq).strftime(fmt) File "C:\Users\candre4\pandas\pandas\tseries\period.py", line 101, in **init** raise ValueError("Ordinal must be positive") ValueError: Ordinal must be positive # ## ERROR: test_tsplot (pandas.tseries.tests.test_plotting.TestTSPlot) Traceback (most recent call last): File "C:\Users\candre4\pandas\pandas\tseries\tests\test_plotting.py", line 59, in test_tsplot _check_plot_works(f, s.index.freq, ax=ax, series=s) File "C:\Users\candre4\pandas\pandas\tseries\tests\test_plotting.py", line 118, in _check_plot_works plt.savefig(PNG_PATH) File "C:\Python27\lib\site-packages\matplotlib\pyplot.py", line 363, in savefig return fig.savefig(_args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\figure.py", line 1084, in savefig self.canvas.print_figure(_args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\backend_bases.py", line 1923, in print_figure *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\backends\backend_agg.py", line 438, in print_png FigureCanvasAgg.draw(self) File "C:\Python27\lib\site-packages\matplotlib\backends\backend_agg.py", line 394, in draw self.figure.draw(self.renderer) File "C:\Python27\lib\site-packages\matplotlib\artist.py", line 55, in draw_wrapper draw(artist, renderer, *args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\figure.py", line 798, in draw func(_args) File "C:\Python27\lib\site-packages\matplotlib\artist.py", line 55, in draw_wrapper draw(artist, renderer, *args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\axes.py", line 1946, in draw a.draw(renderer) File "C:\Python27\lib\site-packages\matplotlib\artist.py", line 55, in draw_wrapper draw(artist, renderer, _args, *_kwargs) File "C:\Python27\lib\site-packages\matplotlib\axis.py", line 971, in draw tick_tups = [ t for t in self.iter_ticks()] File "C:\Python27\lib\site-packages\matplotlib\axis.py", line 907, in iter_ticks majorLabels = [self.major.formatter(val, i) for i, val in enumerate(majorLocs)] File "C:\Users\candre4\pandas\pandas\tseries\plotting.py", line 812, in __call__ return Period(ordinal=int(x), freq=self.freq).strftime(fmt) File "C:\Users\candre4\pandas\pandas\tseries\period.py", line 101, in **init** raise ValueError("Ordinal must be positive") ValueError: Ordinal must be positive --- Ran 1743 tests in 60.531s FAILED (SKIP=10, errors=6)
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