def test_threshold_hit_prevents_consequent_calls(mock_remote: Mock):
mock_remote.side_effect = ConnectionError('Connection refused')
circuitbreaker = CircuitBreakerMonitor.get('threshold_1')
assert circuitbreaker.closed
with raises(ConnectionError):
circuit_threshold_1()
assert circuitbreaker.opened
with raises(CircuitBreakerError):
circuit_threshold_1()
mock_remote.assert_called_once()
def test_jumpstart_models_cache_set_reset_fxs(mock_model_cache: Mock):
# test change of region resets cache
accessors.JumpStartModelsAccessor.get_model_header(
region="us-west-2", model_id="pytorch-ic-mobilenet-v2", version="*")
accessors.JumpStartModelsAccessor.get_model_specs(
region="us-west-2", model_id="pytorch-ic-mobilenet-v2", version="*")
mock_model_cache.assert_called_once()
mock_model_cache.reset_mock()
accessors.JumpStartModelsAccessor.get_model_header(
region="us-east-2", model_id="pytorch-ic-mobilenet-v2", version="*")
mock_model_cache.assert_called_once()
mock_model_cache.reset_mock()
accessors.JumpStartModelsAccessor.get_model_specs(
region="us-west-1", model_id="pytorch-ic-mobilenet-v2", version="*")
mock_model_cache.assert_called_once()
mock_model_cache.reset_mock()
# test set_cache_kwargs
accessors.JumpStartModelsAccessor.set_cache_kwargs(
cache_kwargs={"some": "kwarg"})
mock_model_cache.assert_called_once_with(some="kwarg")
mock_model_cache.reset_mock()
accessors.JumpStartModelsAccessor.set_cache_kwargs(
region="us-west-2", cache_kwargs={"some": "kwarg"})
mock_model_cache.assert_called_once_with(region="us-west-2", some="kwarg")
mock_model_cache.reset_mock()
# test reset cache
accessors.JumpStartModelsAccessor.reset_cache(
cache_kwargs={"some": "kwarg"})
mock_model_cache.assert_called_once_with(some="kwarg")
mock_model_cache.reset_mock()
accessors.JumpStartModelsAccessor.reset_cache(
region="us-west-2", cache_kwargs={"some": "kwarg"})
mock_model_cache.assert_called_once_with(region="us-west-2", some="kwarg")
mock_model_cache.reset_mock()
accessors.JumpStartModelsAccessor.reset_cache()
mock_model_cache.assert_called_once_with()
mock_model_cache.reset_mock()
# validate region and cache kwargs utility
assert {
"some": "kwarg"
} == accessors.JumpStartModelsAccessor._validate_and_mutate_region_cache_kwargs(
{"some": "kwarg"}, "us-west-2")
assert {
"some": "kwarg"
} == accessors.JumpStartModelsAccessor._validate_and_mutate_region_cache_kwargs(
{
"some": "kwarg",
"region": "us-west-2"
}, "us-west-2")
with pytest.raises(ValueError):
accessors.JumpStartModelsAccessor._validate_and_mutate_region_cache_kwargs(
{
"some": "kwarg",
"region": "us-east-2"
}, "us-west-2")
# necessary because accessors is a static module
reload(accessors)
