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typecoders_test.py
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164 lines (134 loc) · 6.38 KB
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#
# Licensed to the Apache Software Foundation (ASF) under one or more
# contributor license agreements. See the NOTICE file distributed with
# this work for additional information regarding copyright ownership.
# The ASF licenses this file to You under the Apache License, Version 2.0
# (the "License"); you may not use this file except in compliance with
# the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
"""Unit tests for the typecoders module."""
# pytype: skip-file
import unittest
from apache_beam.coders import coders
from apache_beam.coders import typecoders
from apache_beam.internal import pickler
from apache_beam.typehints import typehints
from apache_beam.utils import windowed_value
class CustomClass(object):
def __init__(self, n):
self.number = n
def __eq__(self, other):
return self.number == other.number
def __hash__(self):
return self.number
class CustomCoder(coders.Coder):
def encode(self, value):
return str(value.number).encode('ASCII')
def decode(self, encoded):
return CustomClass(int(encoded))
def is_deterministic(self):
# This coder is deterministic. Though we don't use need this coder to be
# deterministic for this test, we annotate this as such to follow best
# practices.
return True
class TypeCodersTest(unittest.TestCase):
def test_register_non_type_coder(self):
coder = CustomCoder()
with self.assertRaisesRegex(
TypeError,
('Coder registration requires a coder class object. '
'Received %r instead.' % coder)):
# When registering a coder the coder class must be specified.
typecoders.registry.register_coder(CustomClass, coder)
def test_get_coder_with_custom_coder(self):
typecoders.registry.register_coder(CustomClass, CustomCoder)
self.assertEqual(
CustomCoder, typecoders.registry.get_coder(CustomClass).__class__)
def test_get_coder_with_composite_custom_coder(self):
typecoders.registry.register_coder(CustomClass, CustomCoder)
coder = typecoders.registry.get_coder(typehints.KV[CustomClass, str])
revived_coder = pickler.loads(pickler.dumps(coder))
self.assertEqual(
(CustomClass(123), 'abc'),
revived_coder.decode(revived_coder.encode((CustomClass(123), 'abc'))))
def test_get_coder_with_standard_coder(self):
self.assertEqual(
coders.BytesCoder, typecoders.registry.get_coder(bytes).__class__)
def test_fallbackcoder(self):
coder = typecoders.registry.get_coder(typehints.Any)
self.assertEqual(('abc', 123), coder.decode(coder.encode(('abc', 123))))
def test_get_coder_can_be_pickled(self):
coder = typecoders.registry.get_coder(typehints.Tuple[str, int])
revived_coder = pickler.loads(pickler.dumps(coder))
self.assertEqual(('abc', 123),
revived_coder.decode(revived_coder.encode(('abc', 123))))
def test_standard_int_coder(self):
real_coder = typecoders.registry.get_coder(int)
expected_coder = coders.VarIntCoder()
self.assertEqual(real_coder.encode(0x0404), expected_coder.encode(0x0404))
self.assertEqual(0x0404, real_coder.decode(real_coder.encode(0x0404)))
self.assertEqual(
real_coder.encode(0x040404040404),
expected_coder.encode(0x040404040404))
self.assertEqual(
0x040404040404, real_coder.decode(real_coder.encode(0x040404040404)))
def test_standard_str_coder(self):
real_coder = typecoders.registry.get_coder(bytes)
expected_coder = coders.BytesCoder()
self.assertEqual(real_coder.encode(b'abc'), expected_coder.encode(b'abc'))
self.assertEqual(b'abc', real_coder.decode(real_coder.encode(b'abc')))
def test_standard_bool_coder(self):
real_coder = typecoders.registry.get_coder(bool)
expected_coder = coders.BooleanCoder()
self.assertEqual(real_coder.encode(True), expected_coder.encode(True))
self.assertEqual(True, real_coder.decode(real_coder.encode(True)))
self.assertEqual(real_coder.encode(False), expected_coder.encode(False))
self.assertEqual(False, real_coder.decode(real_coder.encode(False)))
def test_iterable_coder(self):
real_coder = typecoders.registry.get_coder(typehints.Iterable[bytes])
expected_coder = coders.IterableCoder(coders.BytesCoder())
values = [b'abc', b'xyz']
self.assertEqual(expected_coder, real_coder)
self.assertEqual(real_coder.encode(values), expected_coder.encode(values))
@unittest.skip('https://github.com/apache/beam/issues/21658')
def test_list_coder(self):
real_coder = typecoders.registry.get_coder(typehints.List[bytes])
expected_coder = coders.IterableCoder(coders.BytesCoder())
values = [b'abc', b'xyz']
self.assertEqual(expected_coder, real_coder)
self.assertEqual(real_coder.encode(values), expected_coder.encode(values))
# IterableCoder.decode() always returns a list. Its implementation,
# IterableCoderImpl, *can* return a non-list if it is provided a read_state
# object, but this is not possible using the atomic IterableCoder interface.
self.assertIs(
list, type(expected_coder.decode(expected_coder.encode(values))))
def test_nullable_coder(self):
expected_coder = coders.NullableCoder(coders.BytesCoder())
real_coder = typecoders.registry.get_coder(typehints.Optional[bytes])
self.assertEqual(expected_coder, real_coder)
self.assertEqual(expected_coder.encode(None), real_coder.encode(None))
self.assertEqual(expected_coder.encode(b'abc'), real_coder.encode(b'abc'))
def test_paneinfo_coder(self):
expected_coder = coders.PaneInfoCoder()
real_coder = typecoders.registry.get_coder(windowed_value.PaneInfo)
self.assertEqual(expected_coder, real_coder)
for i in range(10):
pane_info = windowed_value.PaneInfo(
is_first=i == 0,
is_last=i == 9,
timing=windowed_value.PaneInfoTiming.EARLY, # 0
index=i,
nonspeculative_index=-1)
encoded = real_coder.encode(pane_info)
self.assertEqual(expected_coder.encode(pane_info), encoded)
self.assertEqual(pane_info, real_coder.decode(encoded))
if __name__ == '__main__':
unittest.main()