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yarikoptic opened this issue Oct 10, 2015 · 15 comments
Closed

few fresh failed tests on big-endian platforms (0.17.0+git8-gcac4ad2) #11282

yarikoptic opened this issue Oct 10, 2015 · 15 comments
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Linux Linux OS Testing pandas testing functions or related to the test suite Unreliable Test Unit tests that occasionally fail

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@yarikoptic
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for details see https://buildd.debian.org/status/fetch.php?pkg=pandas&arch=powerpc&ver=0.17.0%2Bgit8-gcac4ad2-1&stamp=1444485115 but here is the excerpt of few failed tests:

======================================================================
FAIL: pandas.io.tests.test_packers.TestMsgpack.test_msgpack('0.16.2',)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/usr/lib/python2.7/dist-packages/nose/case.py", line 197, in runTest
    self.test(*self.arg)
  File "/«BUILDDIR»/pandas-0.17.0+git8-gcac4ad2/debian/tmp/usr/lib/python2.7/dist-packages/pandas/io/tests/test_packers.py", line 623, in read_msgpacks
    self.compare(vf, version)
  File "/«BUILDDIR»/pandas-0.17.0+git8-gcac4ad2/debian/tmp/usr/lib/python2.7/dist-packages/pandas/io/tests/test_packers.py", line 595, in compare
    check_arbitrary(result, expected)
  File "/«BUILDDIR»/pandas-0.17.0+git8-gcac4ad2/debian/tmp/usr/lib/python2.7/dist-packages/pandas/io/tests/test_packers.py", line 42, in check_arbitrary
    assert_series_equal(a, b)
  File "/«BUILDDIR»/pandas-0.17.0+git8-gcac4ad2/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 903, in assert_series_equal
    obj='{0}.index'.format(obj))
  File "/«BUILDDIR»/pandas-0.17.0+git8-gcac4ad2/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 669, in assert_index_equal
    obj=obj, lobj=left, robj=right)
  File "pandas/src/testing.pyx", line 58, in pandas._testing.assert_almost_equal (pandas/src/testing.c:3809)
  File "pandas/src/testing.pyx", line 147, in pandas._testing.assert_almost_equal (pandas/src/testing.c:2685)
  File "/«BUILDDIR»/pandas-0.17.0+git8-gcac4ad2/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 798, in raise_assert_detail
    raise AssertionError(msg)
AssertionError: Series.index are different

Series.index values are different (80.0 %)
[left]:  Int64Index([                 0,  72057594037927936, 144115188075855872,
            216172782113783808, 288230376151711744],
           dtype='int64')
[right]: Int64Index([0, 1, 2, 3, 4], dtype='int64')

======================================================================
FAIL: pandas.io.tests.test_packers.TestMsgpack.test_msgpack('0.16.0',)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/usr/lib/python2.7/dist-packages/nose/case.py", line 197, in runTest
    self.test(*self.arg)
  File "/«BUILDDIR»/pandas-0.17.0+git8-gcac4ad2/debian/tmp/usr/lib/python2.7/dist-packages/pandas/io/tests/test_packers.py", line 623, in read_msgpacks
    self.compare(vf, version)
  File "/«BUILDDIR»/pandas-0.17.0+git8-gcac4ad2/debian/tmp/usr/lib/python2.7/dist-packages/pandas/io/tests/test_packers.py", line 595, in compare
    check_arbitrary(result, expected)
  File "/«BUILDDIR»/pandas-0.17.0+git8-gcac4ad2/debian/tmp/usr/lib/python2.7/dist-packages/pandas/io/tests/test_packers.py", line 44, in check_arbitrary
    assert_index_equal(a, b)
  File "/«BUILDDIR»/pandas-0.17.0+git8-gcac4ad2/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 665, in assert_index_equal
    raise_assert_detail(obj, msg, left, right)
  File "/«BUILDDIR»/pandas-0.17.0+git8-gcac4ad2/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 798, in raise_assert_detail
    raise AssertionError(msg)
AssertionError: Index are different

Index values are different (100.0 %)
[left]:  DatetimeIndex(['1970-01-03 12:45:03.392593170',
               '1970-01-01 06:33:35.598089490',
               '1970-01-02 06:33:18.485329170',
               '1970-01-03 06:51:25.162321170',
               '1970-01-01 00:39:57.351040530',
               '1970-01-02 00:58:04.028032530',
               '1970-01-03 00:57:46.915272210',
               '1970-01-04 01:15:53.575487250',
               '1970-01-01 19:04:25.780983570',
               '1970-01-02 19:04:08.668223250'],
              dtype='datetime64[ns]', freq='D')
[right]: DatetimeIndex(['2013-01-01', '2013-01-02', '2013-01-03', '2013-01-04',
               '2013-01-05', '2013-01-06', '2013-01-07', '2013-01-08',
               '2013-01-09', '2013-01-10'],
              dtype='datetime64[ns]', freq='D')

======================================================================
FAIL: test_NaT_cast (pandas.tseries.tests.test_timeseries.TestSeriesDatetime64)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/«BUILDDIR»/pandas-0.17.0+git8-gcac4ad2/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tseries/tests/test_timeseries.py", line 3498, in test_NaT_cast
    assert_series_equal(result, expected)
  File "/«BUILDDIR»/pandas-0.17.0+git8-gcac4ad2/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 925, in assert_series_equal
    check_less_precise, obj='{0}'.format(obj))
  File "pandas/src/testing.pyx", line 58, in pandas._testing.assert_almost_equal (pandas/src/testing.c:3809)
  File "pandas/src/testing.pyx", line 147, in pandas._testing.assert_almost_equal (pandas/src/testing.c:2685)
  File "/«BUILDDIR»/pandas-0.17.0+git8-gcac4ad2/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 798, in raise_assert_detail
    raise AssertionError(msg)
AssertionError: Series are different

Series values are different (100.0 %)
[left]:  [2262-04-10T00:12:45.292707840+0000]
[right]: [NaT]

======================================================================
FAIL: test_where_datetime (pandas.tests.test_series.TestSeries)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/«BUILDDIR»/pandas-0.17.0+git8-gcac4ad2/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_series.py", line 2156, in test_where_datetime
    assert_series_equal(rs, expected)
  File "/«BUILDDIR»/pandas-0.17.0+git8-gcac4ad2/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 925, in assert_series_equal
    check_less_precise, obj='{0}'.format(obj))
  File "pandas/src/testing.pyx", line 58, in pandas._testing.assert_almost_equal (pandas/src/testing.c:3809)
  File "pandas/src/testing.pyx", line 147, in pandas._testing.assert_almost_equal (pandas/src/testing.c:2685)
  File "/«BUILDDIR»/pandas-0.17.0+git8-gcac4ad2/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 798, in raise_assert_detail
    raise AssertionError(msg)
AssertionError: Series are different

Series values are different (50.0 %)
[left]:  [1970-01-01T00:00:00.000000010+0000, 2262-04-10T00:12:45.292707840+0000]
[right]: [1970-01-01T00:00:00.000000010+0000, NaT]

----------------------------------------------------------------------
Ran 8936 tests in 754.808s

FAILED (SKIP=248, failures=4)
@yarikoptic
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actually time_series ones aren't BE specific since happen also on armel: https://buildd.debian.org/status/fetch.php?pkg=pandas&arch=armel&ver=0.17.0%2Bgit8-gcac4ad2-1&stamp=1444493597

@jreback
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jreback commented Oct 10, 2015

pls pd.show_versions() on the platforms where its failing. These have been testing on myriad linux/mac/windows both 32/64, so not sure what the issue would be.

@jreback jreback added the Testing pandas testing functions or related to the test suite label Oct 10, 2015
@yarikoptic
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once again -- those failures are architecture specific -- pass fine on conventional x86 (32 or 64 bit). Those full reports above always contain the printout of show_versions like this one on armel:

python2.7 ci/print_versions.py; \
    cd build/; LC_ALL=C.UTF-8 xvfb-run -a -s "-screen 0 1280x1024x24 -noreset" \
      python2.7 /usr/bin/nosetests -s -v -A 'not network and not disabled' --exclude 'test_(bar_log|set_locale|constructor_compound_dtypes|invalid_index_types)'  pandas;

INSTALLED VERSIONS
------------------
commit: None
python: 2.7.10.final.0
python-bits: 32
OS: Linux
OS-release: 3.16.0-4-armmp-lpae
machine: armv7l
processor: 
byteorder: little
LC_ALL: None
LANG: None

pandas: 0.17.0+git8-gcac4ad2
nose: 1.3.6
pip: None
setuptools: 18.3.1
Cython: 0.23.2
numpy: 1.9.2
scipy: 0.16.0
statsmodels: 0.6.1
IPython: None
sphinx: 1.3.1
patsy: 0.4.0
dateutil: 2.2
pytz: 2012c
blosc: None
bottleneck: None
tables: 3.2.2
numexpr: 2.4.3
matplotlib: 1.5.0rc2
openpyxl: 2.3.0-b1
xlrd: 0.9.4
xlwt: 0.7.5
xlsxwriter: None
lxml: 3.4.4
bs4: 4.4.0
html5lib: 0.999
httplib2: None
apiclient: None
sqlalchemy: None
pymysql: None
psycopg2: None

@jreback
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jreback commented Oct 10, 2015

do you have the chart of how many users actually use these platforms? would be interested to see.

@yarikoptic
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if overall, not just for pandas, then see http://popcon.debian.org/ . Remember that this is voluntary submissions, actual number of users is somewhere between x10 and x100 of that ;) Also note that failures on big endian platforms are quite often not big endian specific but rather trigger bugs in the code which otherwise go not mentioned on regular little endian, e.g. that one test_msgpack('0.16.2',) could well be such since e.g. 72057594037927936 is 0x100000000000000 (thus 1 is in the wrong byte ;) ) -- either it is incorrect placement during IO or memory alignment issue is to be figured out by looking inside the code (which I haven't done yet)

@jreback
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jreback commented Oct 10, 2015

nice graphs! ok so after i386/amd64 things drop off a lot.

@yarikoptic
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sure thing, but e.g. more and more arms you might see around, so who knows how it will look in e.g. 10 years? ;)

@yarikoptic
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@aplanas
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aplanas commented Feb 8, 2016

I confirm that for 0.17.1 under s390x we have this:

[  820s] ======================================================================
[  820s] ERROR: test_read_dta18 (pandas.io.tests.test_stata.TestStata)
[  820s] ----------------------------------------------------------------------
[  820s] Traceback (most recent call last):
[  820s]   File "/home/abuild/rpmbuild/BUILD/pandas-0.17.1/pandas/io/tests/test_stata.py", line 253, in test_read_dta18
[  820s]     parsed_118 = self.read_dta(self.dta22_118)
[  820s]   File "/home/abuild/rpmbuild/BUILD/pandas-0.17.1/pandas/io/tests/test_stata.py", line 86, in read_dta
[  820s]     return read_stata(file, convert_dates=True)
[  820s]   File "/home/abuild/rpmbuild/BUILD/pandas-0.17.1/pandas/io/stata.py", line 165, in read_stata
[  820s]     return reader.read()
[  820s]   File "/home/abuild/rpmbuild/BUILD/pandas-0.17.1/pandas/io/stata.py", line 1507, in read
[  820s]     data = self._insert_strls(data)
[  820s]   File "/home/abuild/rpmbuild/BUILD/pandas-0.17.1/pandas/io/stata.py", line 1598, in _insert_strls
[  820s]     data.iloc[:, i] = [self.GSO[k] for k in data.iloc[:, i]]
[  820s] KeyError: 65539
[  820s] 
[  820s] ======================================================================
[  820s] FAIL: pandas.io.tests.test_packers.TestMsgpack.test_msgpack('0.16.0',)
[  820s] ----------------------------------------------------------------------
[  820s] Traceback (most recent call last):
[  820s]   File "/usr/lib/python2.7/site-packages/nose/case.py", line 197, in runTest
[  820s]     self.test(*self.arg)
[  820s]   File "/home/abuild/rpmbuild/BUILD/pandas-0.17.1/pandas/io/tests/test_packers.py", line 624, in read_msgpacks
[  820s]     self.compare(vf, version)
[  820s]   File "/home/abuild/rpmbuild/BUILD/pandas-0.17.1/pandas/io/tests/test_packers.py", line 596, in compare
[  820s]     check_arbitrary(result, expected)
[  820s]   File "/home/abuild/rpmbuild/BUILD/pandas-0.17.1/pandas/io/tests/test_packers.py", line 44, in check_arbitrary
[  820s]     assert_index_equal(a, b)
[  820s]   File "/home/abuild/rpmbuild/BUILD/pandas-0.17.1/pandas/util/testing.py", line 686, in assert_index_equal
[  820s]     raise_assert_detail(obj, msg, left, right)
[  820s]   File "/home/abuild/rpmbuild/BUILD/pandas-0.17.1/pandas/util/testing.py", line 819, in raise_assert_detail
[  820s]     raise AssertionError(msg)
[  820s] AssertionError: Index are different
[  820s] 
[  820s] Index values are different (100.0 %)
[  820s] [left]:  DatetimeIndex(['1970-01-03 12:45:03.392593170',
[  820s]                '1970-01-01 06:33:35.598089490',
[  820s]                '1970-01-02 06:33:18.485329170',
[  820s]                '1970-01-03 06:51:25.162321170',
[  820s]                '1970-01-01 00:39:57.351040530',
[  820s]                '1970-01-02 00:58:04.028032530',
[  820s]                '1970-01-03 00:57:46.915272210',
[  820s]                '1970-01-04 01:15:53.575487250',
[  820s]                '1970-01-01 19:04:25.780983570',
[  820s]                '1970-01-02 19:04:08.668223250'],
[  820s]               dtype='datetime64[ns]', freq='D')
[  820s] [right]: DatetimeIndex(['2013-01-01', '2013-01-02', '2013-01-03', '2013-01-04',
[  820s]                '2013-01-05', '2013-01-06', '2013-01-07', '2013-01-08',
[  820s]                '2013-01-09', '2013-01-10'],
[  820s]               dtype='datetime64[ns]', freq='D')

@coreycb
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coreycb commented Feb 9, 2016

On Ubuntu for arm64 for 0.17.1 we're hitting:

======================================================================
ERROR: test_timestamp_compare (pandas.tests.test_frame.TestDataFrame)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_frame.py", line 5749, in test_timestamp_compare
    expected = left_f(df, Timestamp('20010109'))
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/core/ops.py", line 1116, in f
    return res.fillna(True).astype(bool)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/core/generic.py", line 2632, in astype
    dtype=dtype, copy=copy, raise_on_error=raise_on_error, **kwargs)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/core/internals.py", line 2864, in astype
    return self.apply('astype', dtype=dtype, **kwargs)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/core/internals.py", line 2823, in apply
    applied = getattr(b, f)(**kwargs)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/core/internals.py", line 430, in astype
    values=values, **kwargs)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/core/internals.py", line 2001, in _astype
    return super(DatetimeBlock, self)._astype(dtype=dtype, **kwargs)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/core/internals.py", line 472, in _astype
    values = com._astype_nansafe(values.ravel(), dtype, copy=True)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/core/common.py", line 2433, in _astype_nansafe
    (arr.dtype, dtype))
TypeError: cannot astype a datetimelike from [datetime64[ns]] to [bool]

======================================================================
ERROR: test_nankurt (pandas.tests.test_nanops.TestnanopsDataFrame)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 470, in test_nankurt
    allow_complex=False, allow_str=False, allow_date=False, allow_tdelta=False)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 242, in check_funs
    **kwargs)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 229, in check_fun
    testarval, targarval, targarnanval, **kwargs)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 188, in check_fun_data
    self.check_results(targ, res, axis)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 148, in check_results
    if targ.dtype == 'm8[ns]':
AttributeError: ("'float' object has no attribute 'dtype'", 'axis: 0 of 2', 'skipna: False', 'kwargs: {}', 'testar: arr_float_nan', 'targar: arr_float', 'targarnan: arr_float_nan')

======================================================================
ERROR: test_nansem (pandas.tests.test_nanops.TestnanopsDataFrame)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 398, in test_nansem
    allow_obj='convert')
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 302, in check_funs_ddof
    ddof=ddof)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 242, in check_funs
    **kwargs)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 229, in check_fun
    testarval, targarval, targarnanval, **kwargs)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 188, in check_fun_data
    self.check_results(targ, res, axis)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 148, in check_results
    if targ.dtype == 'm8[ns]':
AttributeError: ("'float' object has no attribute 'dtype'", 'axis: 0 of 2', 'skipna: False', "kwargs: {'ddof': 0}", 'testar: arr_float_nan', 'targar: arr_float', 'targarnan: arr_float_nan', 'ddof 0')

======================================================================
ERROR: test_nanskew (pandas.tests.test_nanops.TestnanopsDataFrame)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 462, in test_nanskew
    allow_complex=False, allow_str=False, allow_date=False, allow_tdelta=False)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 242, in check_funs
    **kwargs)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 229, in check_fun
    testarval, targarval, targarnanval, **kwargs)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 188, in check_fun_data
    self.check_results(targ, res, axis)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 148, in check_results
    if targ.dtype == 'm8[ns]':
AttributeError: ("'float' object has no attribute 'dtype'", 'axis: 0 of 2', 'skipna: False', 'kwargs: {}', 'testar: arr_float_nan', 'targar: arr_float', 'targarnan: arr_float_nan')

======================================================================
FAIL: test_NaT_cast (pandas.tseries.tests.test_timeseries.TestSeriesDatetime64)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tseries/tests/test_timeseries.py", line 3516, in test_NaT_cast
    assert_series_equal(result, expected)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 946, in assert_series_equal
    check_less_precise, obj='{0}'.format(obj))
  File "pandas/src/testing.pyx", line 58, in pandas._testing.assert_almost_equal (pandas/src/testing.c:3809)
  File "pandas/src/testing.pyx", line 147, in pandas._testing.assert_almost_equal (pandas/src/testing.c:2685)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 819, in raise_assert_detail
    raise AssertionError(msg)
AssertionError: Series are different

Series values are different (100.0 %)
[left]:  [1970-01-01T00:00:00.000000000+0000]
[right]: [NaT]

======================================================================
FAIL: test_interp_alt_scipy (pandas.tests.test_generic.TestDataFrame)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_generic.py", line 1168, in test_interp_alt_scipy
    assert_frame_equal(result, expected)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 1049, in assert_frame_equal
    obj='DataFrame.iloc[:, {0}]'.format(i))
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 946, in assert_series_equal
    check_less_precise, obj='{0}'.format(obj))
  File "pandas/src/testing.pyx", line 58, in pandas._testing.assert_almost_equal (pandas/src/testing.c:3809)
  File "pandas/src/testing.pyx", line 147, in pandas._testing.assert_almost_equal (pandas/src/testing.c:2685)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 819, in raise_assert_detail
    raise AssertionError(msg)
AssertionError: DataFrame.iloc[:, 0] are different

DataFrame.iloc[:, 0] values are different (14.28571 %)
[left]:  [1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0]
[right]: [1.0, 2.0, 3.0, 4.0, 5.0, 6.125, 7.0]

======================================================================
FAIL: test_where_datetime (pandas.tests.test_series.TestSeries)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_series.py", line 2191, in test_where_datetime
    assert_series_equal(rs, expected)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 946, in assert_series_equal
    check_less_precise, obj='{0}'.format(obj))
  File "pandas/src/testing.pyx", line 58, in pandas._testing.assert_almost_equal (pandas/src/testing.c:3809)
  File "pandas/src/testing.pyx", line 147, in pandas._testing.assert_almost_equal (pandas/src/testing.c:2685)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 819, in raise_assert_detail
    raise AssertionError(msg)
AssertionError: Series are different

Series values are different (50.0 %)
[left]:  [1970-01-01T00:00:00.000000010+0000, 1970-01-01T00:00:00.000000000+0000]
[right]: [1970-01-01T00:00:00.000000010+0000, NaT]

======================================================================
FAIL: test_where_timedelta (pandas.tests.test_series.TestSeries)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_series.py", line 2212, in test_where_timedelta
    assert_series_equal(rs, expected)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 946, in assert_series_equal
    check_less_precise, obj='{0}'.format(obj))
  File "pandas/src/testing.pyx", line 58, in pandas._testing.assert_almost_equal (pandas/src/testing.c:3809)
  File "pandas/src/testing.pyx", line 147, in pandas._testing.assert_almost_equal (pandas/src/testing.c:2685)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 819, in raise_assert_detail
    raise AssertionError(msg)
AssertionError: Series are different

Series values are different (50.0 %)
[left]:  [10 nanoseconds, 0 nanoseconds]
[right]: [10 nanoseconds, NaT]

======================================================================
FAIL: test_rank_methods_frame (pandas.tests.test_stats.TestRank)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_stats.py", line 82, in test_rank_methods_frame
    tm.assert_frame_equal(result, expected)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 1049, in assert_frame_equal
    obj='DataFrame.iloc[:, {0}]'.format(i))
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 927, in assert_series_equal
    assert_attr_equal('dtype', left, right)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 729, in assert_attr_equal
    left_attr, right_attr)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 819, in raise_assert_detail
    raise AssertionError(msg)
AssertionError: Attributes are different

Attribute "dtype" are different
[left]:  float64
[right]: int64

======================================================================
FAIL: test_rank_methods_series (pandas.tests.test_stats.TestRank)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_stats.py", line 63, in test_rank_methods_series
    tm.assert_series_equal(result, Series(sprank, index=index))
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 927, in assert_series_equal
    assert_attr_equal('dtype', left, right)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 729, in assert_attr_equal
    left_attr, right_attr)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 819, in raise_assert_detail
    raise AssertionError(msg)
AssertionError: Attributes are different

Attribute "dtype" are different
[left]:  float64
[right]: int64

----------------------------------------------------------------------
Ran 9096 tests in 2411.125s

FAILED (SKIP=268, errors=4, failures=6)

aplanas added a commit to aplanas/pandas that referenced this issue Feb 9, 2016
@coreycb
Copy link

coreycb commented Feb 9, 2016

Also on Ubuntu for powerpc for 0.17.1 we're hitting:

======================================================================
ERROR: test_timestamp_compare (pandas.tests.test_frame.TestDataFrame)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_frame.py", line 5749, in test_timestamp_compare
    expected = left_f(df, Timestamp('20010109'))
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/core/ops.py", line 1116, in f
    return res.fillna(True).astype(bool)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/core/generic.py", line 2632, in astype
    dtype=dtype, copy=copy, raise_on_error=raise_on_error, **kwargs)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/core/internals.py", line 2864, in astype
    return self.apply('astype', dtype=dtype, **kwargs)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/core/internals.py", line 2823, in apply
    applied = getattr(b, f)(**kwargs)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/core/internals.py", line 430, in astype
    values=values, **kwargs)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/core/internals.py", line 2001, in _astype
    return super(DatetimeBlock, self)._astype(dtype=dtype, **kwargs)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/core/internals.py", line 472, in _astype
    values = com._astype_nansafe(values.ravel(), dtype, copy=True)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/core/common.py", line 2433, in _astype_nansafe
    (arr.dtype, dtype))
TypeError: cannot astype a datetimelike from [datetime64[ns]] to [bool]

======================================================================
ERROR: test_nankurt (pandas.tests.test_nanops.TestnanopsDataFrame)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 470, in test_nankurt
    allow_complex=False, allow_str=False, allow_date=False, allow_tdelta=False)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 242, in check_funs
    **kwargs)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 229, in check_fun
    testarval, targarval, targarnanval, **kwargs)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 188, in check_fun_data
    self.check_results(targ, res, axis)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 148, in check_results
    if targ.dtype == 'm8[ns]':
AttributeError: ("'float' object has no attribute 'dtype'", 'axis: 0 of 2', 'skipna: False', 'kwargs: {}', 'testar: arr_float_nan', 'targar: arr_float', 'targarnan: arr_float_nan')

======================================================================
ERROR: test_nansem (pandas.tests.test_nanops.TestnanopsDataFrame)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 398, in test_nansem
    allow_obj='convert')
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 302, in check_funs_ddof
    ddof=ddof)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 242, in check_funs
    **kwargs)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 229, in check_fun
    testarval, targarval, targarnanval, **kwargs)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 188, in check_fun_data
    self.check_results(targ, res, axis)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 148, in check_results
    if targ.dtype == 'm8[ns]':
AttributeError: ("'float' object has no attribute 'dtype'", 'axis: 0 of 2', 'skipna: False', "kwargs: {'ddof': 0}", 'testar: arr_float_nan', 'targar: arr_float', 'targarnan: arr_float_nan', 'ddof 0')

======================================================================
ERROR: test_nanskew (pandas.tests.test_nanops.TestnanopsDataFrame)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 462, in test_nanskew
    allow_complex=False, allow_str=False, allow_date=False, allow_tdelta=False)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 242, in check_funs
    **kwargs)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 229, in check_fun
    testarval, targarval, targarnanval, **kwargs)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 188, in check_fun_data
    self.check_results(targ, res, axis)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_nanops.py", line 148, in check_results
    if targ.dtype == 'm8[ns]':
AttributeError: ("'float' object has no attribute 'dtype'", 'axis: 0 of 2', 'skipna: False', 'kwargs: {}', 'testar: arr_float_nan', 'targar: arr_float', 'targarnan: arr_float_nan')

======================================================================
FAIL: pandas.io.tests.test_packers.TestMsgpack.test_msgpack('0.16.0',)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/usr/lib/python2.7/dist-packages/nose/case.py", line 197, in runTest
    self.test(*self.arg)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/io/tests/test_packers.py", line 624, in read_msgpacks
    self.compare(vf, version)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/io/tests/test_packers.py", line 596, in compare
    check_arbitrary(result, expected)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/io/tests/test_packers.py", line 44, in check_arbitrary
    assert_index_equal(a, b)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 686, in assert_index_equal
    raise_assert_detail(obj, msg, left, right)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 819, in raise_assert_detail
    raise AssertionError(msg)
AssertionError: Index are different

Index values are different (100.0 %)
[left]:  DatetimeIndex(['1970-01-03 12:45:03.392593170',
               '1970-01-01 06:33:35.598089490',
               '1970-01-02 06:33:18.485329170',
               '1970-01-03 06:51:25.162321170',
               '1970-01-01 00:39:57.351040530',
               '1970-01-02 00:58:04.028032530',
               '1970-01-03 00:57:46.915272210',
               '1970-01-04 01:15:53.575487250',
               '1970-01-01 19:04:25.780983570',
               '1970-01-02 19:04:08.668223250'],
              dtype='datetime64[ns]', freq='D')
[right]: DatetimeIndex(['2013-01-01', '2013-01-02', '2013-01-03', '2013-01-04',
               '2013-01-05', '2013-01-06', '2013-01-07', '2013-01-08',
               '2013-01-09', '2013-01-10'],
              dtype='datetime64[ns]', freq='D')

======================================================================
FAIL: pandas.io.tests.test_packers.TestMsgpack.test_msgpack('0.16.2',)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/usr/lib/python2.7/dist-packages/nose/case.py", line 197, in runTest
    self.test(*self.arg)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/io/tests/test_packers.py", line 624, in read_msgpacks
    self.compare(vf, version)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/io/tests/test_packers.py", line 596, in compare
    check_arbitrary(result, expected)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/io/tests/test_packers.py", line 42, in check_arbitrary
    assert_series_equal(a, b)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 924, in assert_series_equal
    obj='{0}.index'.format(obj))
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 690, in assert_index_equal
    obj=obj, lobj=left, robj=right)
  File "pandas/src/testing.pyx", line 58, in pandas._testing.assert_almost_equal (pandas/src/testing.c:3809)
  File "pandas/src/testing.pyx", line 147, in pandas._testing.assert_almost_equal (pandas/src/testing.c:2685)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 819, in raise_assert_detail
    raise AssertionError(msg)
AssertionError: Series.index are different

Series.index values are different (80.0 %)
[left]:  Int64Index([                 0,  72057594037927936, 144115188075855872,
            216172782113783808, 288230376151711744],
           dtype='int64')
[right]: Int64Index([0, 1, 2, 3, 4], dtype='int64')

======================================================================
FAIL: test_NaT_cast (pandas.tseries.tests.test_timeseries.TestSeriesDatetime64)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tseries/tests/test_timeseries.py", line 3516, in test_NaT_cast
    assert_series_equal(result, expected)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 946, in assert_series_equal
    check_less_precise, obj='{0}'.format(obj))
  File "pandas/src/testing.pyx", line 58, in pandas._testing.assert_almost_equal (pandas/src/testing.c:3809)
  File "pandas/src/testing.pyx", line 147, in pandas._testing.assert_almost_equal (pandas/src/testing.c:2685)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 819, in raise_assert_detail
    raise AssertionError(msg)
AssertionError: Series are different

Series values are different (100.0 %)
[left]:  [2262-04-10T00:12:45.292707840+0000]
[right]: [NaT]

======================================================================
FAIL: test_interp_alt_scipy (pandas.tests.test_generic.TestDataFrame)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_generic.py", line 1168, in test_interp_alt_scipy
    assert_frame_equal(result, expected)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 1049, in assert_frame_equal
    obj='DataFrame.iloc[:, {0}]'.format(i))
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 946, in assert_series_equal
    check_less_precise, obj='{0}'.format(obj))
  File "pandas/src/testing.pyx", line 58, in pandas._testing.assert_almost_equal (pandas/src/testing.c:3809)
  File "pandas/src/testing.pyx", line 147, in pandas._testing.assert_almost_equal (pandas/src/testing.c:2685)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 819, in raise_assert_detail
    raise AssertionError(msg)
AssertionError: DataFrame.iloc[:, 0] are different

DataFrame.iloc[:, 0] values are different (14.28571 %)
[left]:  [1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0]
[right]: [1.0, 2.0, 3.0, 4.0, 5.0, 6.125, 7.0]

======================================================================
FAIL: test_where_datetime (pandas.tests.test_series.TestSeries)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_series.py", line 2191, in test_where_datetime
    assert_series_equal(rs, expected)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 946, in assert_series_equal
    check_less_precise, obj='{0}'.format(obj))
  File "pandas/src/testing.pyx", line 58, in pandas._testing.assert_almost_equal (pandas/src/testing.c:3809)
  File "pandas/src/testing.pyx", line 147, in pandas._testing.assert_almost_equal (pandas/src/testing.c:2685)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 819, in raise_assert_detail
    raise AssertionError(msg)
AssertionError: Series are different

Series values are different (50.0 %)
[left]:  [1970-01-01T00:00:00.000000010+0000, 2262-04-10T00:12:45.292707840+0000]
[right]: [1970-01-01T00:00:00.000000010+0000, NaT]

======================================================================
FAIL: test_where_timedelta (pandas.tests.test_series.TestSeries)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_series.py", line 2212, in test_where_timedelta
    assert_series_equal(rs, expected)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 946, in assert_series_equal
    check_less_precise, obj='{0}'.format(obj))
  File "pandas/src/testing.pyx", line 58, in pandas._testing.assert_almost_equal (pandas/src/testing.c:3809)
  File "pandas/src/testing.pyx", line 147, in pandas._testing.assert_almost_equal (pandas/src/testing.c:2685)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 819, in raise_assert_detail
    raise AssertionError(msg)
AssertionError: Series are different

Series values are different (50.0 %)
[left]:  [10 nanoseconds, -9223372034707292160 nanoseconds]
[right]: [10 nanoseconds, NaT]

======================================================================
FAIL: test_rank_methods_frame (pandas.tests.test_stats.TestRank)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_stats.py", line 82, in test_rank_methods_frame
    tm.assert_frame_equal(result, expected)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 1049, in assert_frame_equal
    obj='DataFrame.iloc[:, {0}]'.format(i))
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 927, in assert_series_equal
    assert_attr_equal('dtype', left, right)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 729, in assert_attr_equal
    left_attr, right_attr)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 819, in raise_assert_detail
    raise AssertionError(msg)
AssertionError: Attributes are different

Attribute "dtype" are different
[left]:  float64
[right]: int32

======================================================================
FAIL: test_rank_methods_series (pandas.tests.test_stats.TestRank)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/tests/test_stats.py", line 63, in test_rank_methods_series
    tm.assert_series_equal(result, Series(sprank, index=index))
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 927, in assert_series_equal
    assert_attr_equal('dtype', left, right)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 729, in assert_attr_equal
    left_attr, right_attr)
  File "/«PKGBUILDDIR»/debian/tmp/usr/lib/python2.7/dist-packages/pandas/util/testing.py", line 819, in raise_assert_detail
    raise AssertionError(msg)
AssertionError: Attributes are different

Attribute "dtype" are different
[left]:  float64
[right]: int32

----------------------------------------------------------------------
Ran 9071 tests in 1007.555s

FAILED (SKIP=253, errors=4, failures=8)

@jreback
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Contributor

jreback commented Feb 9, 2016

love to have fixes for these. but keep in mind that we don't formally support these platforms as they are not regularly tested. so fixes would have to be specifically targeted with tests (see my comments on #12269).

@jreback jreback added the Compat pandas objects compatability with Numpy or Python functions label Feb 9, 2016
@jreback jreback added this to the Next Major Release milestone Feb 9, 2016
@yarikoptic
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note that NaT issue is deep within numpy guts: numpy/numpy#8325

@jbrockmendel
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@yarikoptic can you confirm whether these failures persist with up-to-date versions?

The constraint on trying to troubleshoot these architectures is that we don't have them available in the CI. I don't suppose Debian has a "Guest CI" program for exactly this situation?

@jbrockmendel jbrockmendel added the Unreliable Test Unit tests that occasionally fail label Dec 25, 2019
@mroeschke mroeschke added Linux Linux OS and removed Compat pandas objects compatability with Numpy or Python functions labels Apr 10, 2020
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While we do want to fix errors on various platforms the biggest challenge is finding a CI providers that support various architectures. Additionally, these test examples appear to have run on fairly old versions of pandas.

Due to these issues and the inactivity going to close. Happy to reopen if someone could confirm these issues persist on master

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