File: test_pickle.py

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from mpi4py import MPI
import mpiunittest as unittest
import sys

try:
    import pickle as pyPickle
except ImportError:
    pyPickle = None

try:
    import dill
except ImportError:
    dill = None

try:
    import marshal
except ImportError:
    marshal = None

try:
    import json
except ImportError:
    json = None

try:
    import yaml
    yaml.dump(None)
except ImportError:
    yaml = None

OBJS = [
    None,
    True,
    False,
    7,
    1<<32,
    3.14,
    1+2j,
    'qwerty',
    (0, 1, 2),
    [0, 1, 2],
    {'a':0, 'b':1},
]

def tobytes(s):
    return memoryview(s).tobytes()

class TestPickle(unittest.TestCase):

    def setUp(self):
        self.pickle = MPI.pickle

    def tearDown(self):
        self.pickle.__init__()

    def do_pickle(self, obj, pickle):
        comm = MPI.COMM_SELF
        o = comm.sendrecv(obj, 0, 0, None, 0, 0)
        self.assertEqual(obj, o)
        s = pickle.dumps(obj)
        o = pickle.loads(s)
        self.assertEqual(obj, o)

    def testDefault(self):
        pickle = self.pickle
        protocols = [0, 1, 2, 3, 4]
        if sys.version_info[:2] >= (3, 8):
            protocols.append(5)
        protocols.append(-1)
        protocols.append(None)
        for proto in protocols:
            pickle.__init__(protocol=proto)
            for obj in OBJS:
                self.do_pickle(obj, pickle)
            self.do_pickle(OBJS, pickle)

    def testPyPickle(self):
        pickle = self.pickle
        dumps = pyPickle.dumps
        loads = pyPickle.loads
        protocols = [0, 1, 2, 3, 4]
        if sys.version_info[:2] >= (3, 8):
            protocols.append(5)
        protocols.append(-1)
        protocols.append(None)
        for proto in protocols:
            pickle.__init__(dumps, loads, proto)
            for obj in OBJS:
                self.do_pickle(obj, pickle)
            self.do_pickle(OBJS, pickle)

    @unittest.skipIf(dill is None, 'dill')
    def testDill(self):
        pickle = self.pickle
        dumps = dill.dumps
        loads = dill.loads
        protocols = list(range(dill.HIGHEST_PROTOCOL+1))
        protocols.append(-1)
        protocols.append(None)
        for proto in protocols:
            pickle.__init__(dumps, loads, proto)
            for obj in OBJS:
                self.do_pickle(obj, pickle)
            self.do_pickle(OBJS, pickle)

    @unittest.skipIf(marshal is None, 'marshal')
    def testMarshal(self):
        pickle = self.pickle
        dumps = marshal.dumps
        loads = marshal.loads
        protocols = [0, 1, 2, 3, 4]
        protocols.append(None)
        for protocol in protocols:
            pickle.__init__(dumps, loads, protocol)
            for obj in OBJS:
                self.do_pickle(obj, pickle)
            self.do_pickle(OBJS, pickle)

    @unittest.skipIf(json is None, 'json')
    def testJson(self):
        pickle = self.pickle
        dumps = lambda o: json.dumps(o).encode()
        loads = lambda s: json.loads(tobytes(s).decode())
        pickle.__init__(dumps, loads)
        OBJS2 = [
            o for o in OBJS
            if not isinstance(o, (float, complex, tuple))
        ]
        for obj in OBJS2:
            self.do_pickle(obj, pickle)
        self.do_pickle(OBJS2, pickle)

    @unittest.skipIf(yaml is None, 'yaml')
    def testYAML(self):
        pickle = self.pickle
        dumps = lambda o: yaml.dump(o).encode()
        loads = lambda s: yaml.load(tobytes(s).decode(), Loader=yaml.Loader)
        pickle.__init__(dumps, loads)
        OBJS2 = [
            o for o in OBJS
            if not isinstance(o, (complex, tuple))
        ]
        for obj in OBJS2:
            self.do_pickle(obj, pickle)
        self.do_pickle(OBJS2, pickle)


if __name__ == '__main__':
    unittest.main()