class Adaptation(object):
"""
This is a base from which ChatterBot inherits utility methods
and a context attribute that allows access of adapters to be
shared between other adapters. This also makes it possible to
share other context information such as a name, or the current
conversation with each of the adapters.
"""
def __init__(self, **kwargs):
self.storage_adapters = []
self.io_adapters = []
self.logic = MultiLogicAdapter(**kwargs)
self.logic.set_context(self)
def add_adapter(self, adapter, **kwargs):
NewAdapter = import_module(adapter)
adapter = NewAdapter(**kwargs)
if issubclass(NewAdapter, StorageAdapter):
self.storage_adapters.append(adapter)
elif issubclass(NewAdapter, LogicAdapter):
self.logic.add_adapter(adapter)
elif issubclass(NewAdapter, IOAdapter):
self.io_adapters.append(adapter)
else:
raise UnknownAdapterTypeException()
def test_set_context(self):
adapter = MultiLogicAdapter()
adapter.set_context(self.chatbot)
# Test that the multi adapter's context is set
self.assertEqual(adapter.context, self.chatbot)
# Test that all sub adapters have the context set
for sub_adapter in adapter.adapters:
self.assertEqual(sub_adapter.context, self.chatbot)
def __init__(self, **kwargs):
self.storage_adapters = []
self.io = MultiIOAdapter(**kwargs)
self.logic = MultiLogicAdapter(**kwargs)
self.logic.set_context(self)
# Add required system adapter
self.add_adapter("chatterbot.adapters.logic.NoKnowledgeAdapter")
class MultiLogicAdapterTestCase(ChatBotTestCase):
def setUp(self):
super(MultiLogicAdapterTestCase, self).setUp()
self.adapter = MultiLogicAdapter()
self.adapter.set_context(self.chatbot)
def test_sub_adapter_agreement(self):
"""
In the case that multiple adapters agree on a given
statement, this statement should be returned with the
highest confidence available from these matching options.
"""
self.adapter.add_adapter(TestAdapterA())
self.adapter.add_adapter(TestAdapterB())
self.adapter.add_adapter(TestAdapterC())
confidence, statement = self.adapter.process(Statement('Howdy!'))
self.assertEqual(confidence, 0.5)
self.assertEqual(statement, 'Good morning.')
def test_get_greatest_confidence(self):
statement = 'Hello'
options = [
(0.50, 'Hello'),
(0.85, 'Hello'),
(0.42, 'Hello')
]
value = self.adapter.get_greatest_confidence(statement, options)
self.assertEqual(value, 0.85)
def test_add_adapter(self):
sub_adapter = TestAdapterA()
adapter_count_before = len(self.adapter.adapters)
self.adapter.add_adapter(sub_adapter)
adapter_count_after = len(self.adapter.adapters)
self.assertEqual(adapter_count_after, adapter_count_before + 1)
def test_set_context(self):
adapter = MultiLogicAdapter()
adapter.set_context(self.chatbot)
# Test that the multi adapter's context is set
self.assertEqual(adapter.context, self.chatbot)
# Test that all sub adapters have the context set
for sub_adapter in adapter.adapters:
self.assertEqual(sub_adapter.context, self.chatbot)
def __init__(self, **kwargs):
self.storage_adapters = []
self.io_adapters = []
self.logic = MultiLogicAdapter(**kwargs)
self.logic.set_context(self)
# Add required system adapter
self.add_adapter("chatterbot.adapters.logic.NoKnowledgeAdapter")
def setUp(self):
super(MultiLogicAdapterTestCase, self).setUp()
self.adapter = MultiLogicAdapter()
self.adapter.set_context(self.chatbot)
def __init__(self, **kwargs):
self.storage_adapters = []
self.io_adapters = []
self.logic = MultiLogicAdapter(**kwargs)
self.logic.set_context(self)