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Code Editor : test_serialize.py
"""test serialization tools""" # Copyright (c) IPython Development Team. # Distributed under the terms of the Modified BSD License. import pickle from collections import namedtuple from ipykernel.serialize import serialize_object, deserialize_object from IPython.testing import decorators as dec from ipykernel.pickleutil import CannedArray, CannedClass, interactive def roundtrip(obj): """roundtrip an object through serialization""" bufs = serialize_object(obj) obj2, remainder = deserialize_object(bufs) assert remainder == [] return obj2 SHAPES = ((100,), (1024,10), (10,8,6,5), (), (0,)) DTYPES = ('uint8', 'float64', 'int32', [('g', 'float32')], '|S10') def new_array(shape, dtype): import numpy return numpy.random.random(shape).astype(dtype) def test_roundtrip_simple(): for obj in [ 'hello', dict(a='b', b=10), [1,2,'hi'], (b'123', 'hello'), ]: obj2 = roundtrip(obj) assert obj == obj2 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) assert obj == obj2 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) assert len(bufs) == 2 obj2, remainder = deserialize_object(bufs) assert remainder == [] assert obj == obj2 def test_roundtrip_memoryview(): b = b'asdf' * 1025 view = memoryview(b) bufs = serialize_object(view) assert len(bufs) == 2 v2, remainder = deserialize_object(bufs) assert remainder == [] assert v2.tobytes() == b @dec.skip_without('numpy') def test_numpy(): import numpy from numpy.testing.utils import assert_array_equal for shape in SHAPES: for dtype in DTYPES: A = new_array(shape, dtype=dtype) bufs = serialize_object(A) bufs = [memoryview(b) for b in bufs] B, r = deserialize_object(bufs) assert r == [] assert A.shape == B.shape assert A.dtype == B.dtype assert_array_equal(A,B) @dec.skip_without('numpy') def test_recarray(): import numpy from numpy.testing.utils import assert_array_equal for shape in SHAPES: for dtype in [ [('f', float), ('s', '|S10')], [('n', int), ('s', '|S1'), ('u', 'uint32')], ]: A = new_array(shape, dtype=dtype) bufs = serialize_object(A) B, r = deserialize_object(bufs) assert r == [] assert A.shape == B.shape assert A.dtype == B.dtype assert_array_equal(A,B) @dec.skip_without('numpy') def test_numpy_in_seq(): import numpy from numpy.testing.utils import assert_array_equal for shape in SHAPES: for dtype in DTYPES: A = new_array(shape, dtype=dtype) bufs = serialize_object((A,1,2,b'hello')) canned = pickle.loads(bufs[0]) assert isinstance(canned[0], CannedArray) tup, r = deserialize_object(bufs) B = tup[0] assert r == [] assert A.shape == B.shape assert A.dtype == B.dtype assert_array_equal(A,B) @dec.skip_without('numpy') def test_numpy_in_dict(): import numpy from numpy.testing.utils import assert_array_equal for shape in SHAPES: for dtype in DTYPES: A = new_array(shape, dtype=dtype) bufs = serialize_object(dict(a=A,b=1,c=range(20))) canned = pickle.loads(bufs[0]) assert isinstance(canned['a'], CannedArray) d, r = deserialize_object(bufs) B = d['a'] assert r == [] assert A.shape == B.shape assert A.dtype == B.dtype assert_array_equal(A,B) def test_class(): @interactive class C(object): a=5 bufs = serialize_object(dict(C=C)) canned = pickle.loads(bufs[0]) assert isinstance(canned['C'], CannedClass) d, r = deserialize_object(bufs) C2 = d['C'] assert C2.a == C.a def test_class_oldstyle(): @interactive class C: a=5 bufs = serialize_object(dict(C=C)) canned = pickle.loads(bufs[0]) assert isinstance(canned['C'], CannedClass) d, r = deserialize_object(bufs) C2 = d['C'] assert C2.a == C.a def test_tuple(): tup = (lambda x:x, 1) bufs = serialize_object(tup) canned = pickle.loads(bufs[0]) assert isinstance(canned, tuple) t2, r = deserialize_object(bufs) assert t2[0](t2[1]) == tup[0](tup[1]) point = namedtuple('point', 'x y') def test_namedtuple(): p = point(1,2) bufs = serialize_object(p) canned = pickle.loads(bufs[0]) assert isinstance(canned, point) p2, r = deserialize_object(bufs, globals()) assert p2.x == p.x assert p2.y == p.y def test_list(): lis = [lambda x:x, 1] bufs = serialize_object(lis) canned = pickle.loads(bufs[0]) assert isinstance(canned, list) l2, r = deserialize_object(bufs) assert l2[0](l2[1]) == lis[0](lis[1]) def test_class_inheritance(): @interactive class C(object): a=5 @interactive class D(C): b=10 bufs = serialize_object(dict(D=D)) canned = pickle.loads(bufs[0]) assert isinstance(canned['D'], CannedClass) d, r = deserialize_object(bufs) D2 = d['D'] assert D2.a == D.a assert D2.b == D.b
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