IPython/zmq/tests/test_serialize.py

"""test serialization tools"""

#-------------------------------------------------------------------------------
#  Copyright (C) 2011  The IPython Development Team
#
#  Distributed under the terms of the BSD License.  The full license is in
#  the file COPYING, distributed as part of this software.
#-------------------------------------------------------------------------------

#-------------------------------------------------------------------------------
# Imports
#-------------------------------------------------------------------------------

import pickle

import nose.tools as nt

# from unittest import TestCaes
from IPython.zmq.serialize import serialize_object, unserialize_object
from IPython.testing import decorators as dec
from IPython.utils.pickleutil import CannedArray

def roundtrip(obj):
    """roundtrip an object through serialization"""
    bufs = serialize_object(obj)
    obj2, remainder = unserialize_object(bufs)
    nt.assert_equals(remainder, [])
    return obj2

class C(object):
    """dummy class for """
    
    def __init__(self, **kwargs):
        for key,value in kwargs.iteritems():
            setattr(self, key, value)

@dec.parametric
def test_roundtrip_simple():
    for obj in [
        'hello',
        dict(a='b', b=10),
        [1,2,'hi'],
        (b'123', 'hello'),
    ]:
        obj2 = roundtrip(obj)
        yield nt.assert_equals(obj, obj2)

@dec.parametric
def test_roundtrip_nested():
    for obj in [
        dict(a=range(5), b={1:b'hello'}),
        [range(5),[range(3),(1,[b'whoda'])]],
    ]:
        obj2 = roundtrip(obj)
        yield nt.assert_equals(obj, obj2)

@dec.parametric
def test_roundtrip_buffered():
    for obj in [
        dict(a=b"x"*1025),
        b"hello"*500,
        [b"hello"*501, 1,2,3]
    ]:
        bufs = serialize_object(obj)
        yield nt.assert_equals(len(bufs), 2)
        obj2, remainder = unserialize_object(bufs)
        yield nt.assert_equals(remainder, [])
        yield nt.assert_equals(obj, obj2)

@dec.parametric
@dec.skip_without('numpy')
def test_numpy():
    import numpy
    from numpy.testing.utils import assert_array_equal
    for shape in ((), (0,), (100,), (1024,10), (10,8,6,5)):
        for dtype in ('uint8', 'float64', 'int32', [('int16', 'float32')]):
            A = numpy.empty(shape, dtype=dtype)
            bufs = serialize_object(A)
            B, r = unserialize_object(bufs)
            yield nt.assert_equals(r, [])
            yield assert_array_equal(A,B)

@dec.parametric
@dec.skip_without('numpy')
def test_numpy_in_seq():
    import numpy
    from numpy.testing.utils import assert_array_equal
    for shape in ((), (0,), (100,), (1024,10), (10,8,6,5)):
        for dtype in ('uint8', 'float64', 'int32', [('int16', 'float32')]):
            A = numpy.empty(shape, dtype=dtype)
            bufs = serialize_object((A,1,2,b'hello'))
            canned = pickle.loads(bufs[0])
            yield nt.assert_true(canned[0], CannedArray)
            tup, r = unserialize_object(bufs)
            B = tup[0]
            yield nt.assert_equals(r, [])
            yield assert_array_equal(A,B)

@dec.parametric
@dec.skip_without('numpy')
def test_numpy_in_dict():
    import numpy
    from numpy.testing.utils import assert_array_equal
    for shape in ((), (0,), (100,), (1024,10), (10,8,6,5)):
        for dtype in ('uint8', 'float64', 'int32', [('int16', 'float32')]):
            A = numpy.empty(shape, dtype=dtype)
            bufs = serialize_object(dict(a=A,b=1,c=range(20)))
            canned = pickle.loads(bufs[0])
            yield nt.assert_true(canned['a'], CannedArray)
            d, r = unserialize_object(bufs)
            B = d['a']
            yield nt.assert_equals(r, [])
            yield assert_array_equal(A,B)