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# Copyright 2017 Google LLC
#
# Licensed 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.
import itertools
import re
from unittest import mock
import pytest
import requests.exceptions
from google.api_core import exceptions
from google.api_core import retry
from google.auth import exceptions as auth_exceptions
def test_if_exception_type():
predicate = retry.if_exception_type(ValueError)
assert predicate(ValueError())
assert not predicate(TypeError())
def test_if_exception_type_multiple():
predicate = retry.if_exception_type(ValueError, TypeError)
assert predicate(ValueError())
assert predicate(TypeError())
assert not predicate(RuntimeError())
def test_if_transient_error():
assert retry.if_transient_error(exceptions.InternalServerError(""))
assert retry.if_transient_error(exceptions.TooManyRequests(""))
assert retry.if_transient_error(exceptions.ServiceUnavailable(""))
assert retry.if_transient_error(requests.exceptions.ConnectionError(""))
assert retry.if_transient_error(requests.exceptions.ChunkedEncodingError(""))
assert retry.if_transient_error(auth_exceptions.TransportError(""))
assert not retry.if_transient_error(exceptions.InvalidArgument(""))
# Make uniform return half of its maximum, which will be the calculated
# sleep time.
@mock.patch("random.uniform", autospec=True, side_effect=lambda m, n: n)
def test_exponential_sleep_generator_base_2(uniform):
gen = retry.exponential_sleep_generator(1, 60, multiplier=2)
result = list(itertools.islice(gen, 8))
assert result == [1, 2, 4, 8, 16, 32, 60, 60]
def test_build_retry_error_empty_list():
"""
attempt to build a retry error with no errors encountered
should return a generic RetryError
"""
from google.api_core.retry import build_retry_error
from google.api_core.retry import RetryFailureReason
reason = RetryFailureReason.NON_RETRYABLE_ERROR
src, cause = build_retry_error([], reason, 10)
assert isinstance(src, exceptions.RetryError)
assert cause is None
assert src.message == "Unknown error"
def test_build_retry_error_timeout_message():
"""
should provide helpful error message when timeout is reached
"""
from google.api_core.retry import build_retry_error
from google.api_core.retry import RetryFailureReason
reason = RetryFailureReason.TIMEOUT
cause = RuntimeError("timeout")
src, found_cause = build_retry_error([ValueError(), cause], reason, 10)
assert isinstance(src, exceptions.RetryError)
assert src.message == "Timeout of 10.0s exceeded"
# should attach appropriate cause
assert found_cause is cause
def test_build_retry_error_empty_timeout():
"""
attempt to build a retry error when timeout is None
should return a generic timeout error message
"""
from google.api_core.retry import build_retry_error
from google.api_core.retry import RetryFailureReason
reason = RetryFailureReason.TIMEOUT
src, _ = build_retry_error([], reason, None)
assert isinstance(src, exceptions.RetryError)
assert src.message == "Timeout exceeded"
class Test_BaseRetry(object):
def _make_one(self, *args, **kwargs):
return retry.retry_base._BaseRetry(*args, **kwargs)
def test_constructor_defaults(self):
retry_ = self._make_one()
assert retry_._predicate == retry.if_transient_error
assert retry_._initial == 1
assert retry_._maximum == 60
assert retry_._multiplier == 2
assert retry_._timeout == 120
assert retry_._on_error is None
assert retry_.timeout == 120
assert retry_.timeout == 120
def test_constructor_options(self):
_some_function = mock.Mock()
retry_ = self._make_one(
predicate=mock.sentinel.predicate,
initial=1,
maximum=2,
multiplier=3,
timeout=4,
on_error=_some_function,
)
assert retry_._predicate == mock.sentinel.predicate
assert retry_._initial == 1
assert retry_._maximum == 2
assert retry_._multiplier == 3
assert retry_._timeout == 4
assert retry_._on_error is _some_function
@pytest.mark.parametrize("use_deadline", [True, False])
@pytest.mark.parametrize("value", [None, 0, 1, 4, 42, 5.5])
def test_with_timeout(self, use_deadline, value):
retry_ = self._make_one(
predicate=mock.sentinel.predicate,
initial=1,
maximum=2,
multiplier=3,
timeout=4,
on_error=mock.sentinel.on_error,
)
new_retry = (
retry_.with_timeout(value)
if not use_deadline
else retry_.with_deadline(value)
)
assert retry_ is not new_retry
assert new_retry._timeout == value
assert (
new_retry.timeout == value
if not use_deadline
else new_retry.deadline == value
)
# the rest of the attributes should remain the same
assert new_retry._predicate is retry_._predicate
assert new_retry._initial == retry_._initial
assert new_retry._maximum == retry_._maximum
assert new_retry._multiplier == retry_._multiplier
assert new_retry._on_error is retry_._on_error
def test_with_predicate(self):
retry_ = self._make_one(
predicate=mock.sentinel.predicate,
initial=1,
maximum=2,
multiplier=3,
timeout=4,
on_error=mock.sentinel.on_error,
)
new_retry = retry_.with_predicate(mock.sentinel.predicate)
assert retry_ is not new_retry
assert new_retry._predicate == mock.sentinel.predicate
# the rest of the attributes should remain the same
assert new_retry._timeout == retry_._timeout
assert new_retry._initial == retry_._initial
assert new_retry._maximum == retry_._maximum
assert new_retry._multiplier == retry_._multiplier
assert new_retry._on_error is retry_._on_error
def test_with_delay_noop(self):
retry_ = self._make_one(
predicate=mock.sentinel.predicate,
initial=1,
maximum=2,
multiplier=3,
timeout=4,
on_error=mock.sentinel.on_error,
)
new_retry = retry_.with_delay()
assert retry_ is not new_retry
assert new_retry._initial == retry_._initial
assert new_retry._maximum == retry_._maximum
assert new_retry._multiplier == retry_._multiplier
@pytest.mark.parametrize(
"originals,updated,expected",
[
[(1, 2, 3), (4, 5, 6), (4, 5, 6)],
[(1, 2, 3), (0, 0, 0), (0, 0, 0)],
[(1, 2, 3), (None, None, None), (1, 2, 3)],
[(0, 0, 0), (None, None, None), (0, 0, 0)],
[(1, 2, 3), (None, 0.5, None), (1, 0.5, 3)],
[(1, 2, 3), (None, 0.5, 4), (1, 0.5, 4)],
[(1, 2, 3), (9, None, None), (9, 2, 3)],
],
)
def test_with_delay(self, originals, updated, expected):
retry_ = self._make_one(
predicate=mock.sentinel.predicate,
initial=originals[0],
maximum=originals[1],
multiplier=originals[2],
timeout=14,
on_error=mock.sentinel.on_error,
)
new_retry = retry_.with_delay(
initial=updated[0], maximum=updated[1], multiplier=updated[2]
)
assert retry_ is not new_retry
assert new_retry._initial == expected[0]
assert new_retry._maximum == expected[1]
assert new_retry._multiplier == expected[2]
# the rest of the attributes should remain the same
assert new_retry._timeout == retry_._timeout
assert new_retry._predicate is retry_._predicate
assert new_retry._on_error is retry_._on_error
def test_with_delay_partial_options(self):
retry_ = self._make_one(
predicate=mock.sentinel.predicate,
initial=1,
maximum=2,
multiplier=3,
timeout=4,
on_error=mock.sentinel.on_error,
)
new_retry = retry_.with_delay(initial=4)
assert retry_ is not new_retry
assert new_retry._initial == 4
assert new_retry._maximum == 2
assert new_retry._multiplier == 3
new_retry = retry_.with_delay(maximum=4)
assert retry_ is not new_retry
assert new_retry._initial == 1
assert new_retry._maximum == 4
assert new_retry._multiplier == 3
new_retry = retry_.with_delay(multiplier=4)
assert retry_ is not new_retry
assert new_retry._initial == 1
assert new_retry._maximum == 2
assert new_retry._multiplier == 4
# the rest of the attributes should remain the same
assert new_retry._timeout == retry_._timeout
assert new_retry._predicate is retry_._predicate
assert new_retry._on_error is retry_._on_error
def test___str__(self):
def if_exception_type(exc):
return bool(exc) # pragma: NO COVER
# Explicitly set all attributes as changed Retry defaults should not
# cause this test to start failing.
retry_ = self._make_one(
predicate=if_exception_type,
initial=1.0,
maximum=60.0,
multiplier=2.0,
timeout=120.0,
on_error=None,
)
assert re.match(
(
r"<_BaseRetry predicate=<function.*?if_exception_type.*?>, "
r"initial=1.0, maximum=60.0, multiplier=2.0, timeout=120.0, "
r"on_error=None>"
),
str(retry_),
)
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