def test_configuration_none_HI(self):
c = LSHNearestNeighborIndex.get_default_config()
# Check that default is in JSON format and is decoded to the same
# result.
self.assertEqual(json.loads(json.dumps(c)), c)
# Make a simple configuration
c['lsh_functor'][
'type'] = 'smqtk.algorithms.nn_index.lsh.functors.itq.ItqFunctor'
c['descriptor_set'][
'type'] = 'smqtk.representation.descriptor_set.memory.MemoryDescriptorSet'
c['hash2uuids_kvstore'][
'type'] = 'smqtk.representation.key_value.memory.MemoryKeyValueStore'
c['hash_index']['type'] = None
index = LSHNearestNeighborIndex.from_config(c)
self.assertIsInstance(index.lsh_functor, ItqFunctor)
self.assertIsInstance(index.descriptor_set, MemoryDescriptorSet)
self.assertIsNone(index.hash_index)
self.assertIsInstance(index.hash2uuids_kvstore, MemoryKeyValueStore)
# Can convert instance config to JSON
self.assertEqual(json.loads(json.dumps(index.get_config())),
index.get_config())
def test_configuration(self):
c = LSHNearestNeighborIndex.get_default_config()
# Check that default is in JSON format and is decoded to the same
# result.
self.assertEqual(json.loads(json.dumps(c)), c)
# Make a simple configuration
# - ItqFunctor should always be available since it has no dependencies.
c['lsh_functor']['type'] = 'ItqFunctor'
c['descriptor_index']['type'] = 'MemoryDescriptorIndex'
c['hash2uuids_kvstore']['type'] = 'MemoryKeyValueStore'
c['hash_index']['type'] = 'LinearHashIndex'
index = LSHNearestNeighborIndex.from_config(c)
self.assertIsInstance(index.lsh_functor, ItqFunctor)
self.assertIsInstance(index.descriptor_index, MemoryDescriptorIndex)
self.assertIsInstance(index.hash_index, LinearHashIndex)
self.assertIsInstance(index.hash2uuids_kvstore, MemoryKeyValueStore)
# Can convert instance config to JSON
self.assertEqual(
json.loads(json.dumps(index.get_config())),
index.get_config()
)
def test_configuration(self):
c = LSHNearestNeighborIndex.get_default_config()
# Check that default is in JSON format and is decoded to the same
# result.
self.assertEqual(json.loads(json.dumps(c)), c)
# Make a simple configuration
# - ItqFunctor should always be available since it has no dependencies.
c['lsh_functor']['type'] = 'ItqFunctor'
c['descriptor_index']['type'] = 'MemoryDescriptorIndex'
c['hash2uuids_kvstore']['type'] = 'MemoryKeyValueStore'
c['hash_index']['type'] = 'LinearHashIndex'
index = LSHNearestNeighborIndex.from_config(c)
self.assertIsInstance(index.lsh_functor, ItqFunctor)
self.assertIsInstance(index.descriptor_index, MemoryDescriptorIndex)
self.assertIsInstance(index.hash_index, LinearHashIndex)
self.assertIsInstance(index.hash2uuids_kvstore, MemoryKeyValueStore)
# Can convert instance config to JSON
self.assertEqual(
json.loads(json.dumps(index.get_config())),
index.get_config()
)
def test_configuration(self):
c = LSHNearestNeighborIndex.get_default_config()
ntools.assert_equal(json.loads(json.dumps(c)), c)
# Make a simple configuration
c["lsh_functor"]["type"] = "ItqFunctor"
c["descriptor_index"]["type"] = "MemoryDescriptorIndex"
c["hash_index"]["type"] = "LinearHashIndex"
index = LSHNearestNeighborIndex.from_config(c)
ntools.assert_is_instance(index.lsh_functor, ItqFunctor)
ntools.assert_is_instance(index.descriptor_index, MemoryDescriptorIndex)
ntools.assert_is_instance(index.hash_index, LinearHashIndex)
# Can convert instance config to JSON
ntools.assert_equal(json.loads(json.dumps(index.get_config())), index.get_config())
def test_configuration(self):
c = LSHNearestNeighborIndex.get_default_config()
ntools.assert_equal(json.loads(json.dumps(c)), c)
# Make a simple configuration
c['lsh_functor']['type'] = 'ItqFunctor'
c['descriptor_index']['type'] = 'MemoryDescriptorIndex'
c['hash_index']['type'] = 'LinearHashIndex'
index = LSHNearestNeighborIndex.from_config(c)
ntools.assert_is_instance(index.lsh_functor, ItqFunctor)
ntools.assert_is_instance(index.descriptor_index,
MemoryDescriptorIndex)
ntools.assert_is_instance(index.hash_index, LinearHashIndex)
# Can convert instance config to JSON
ntools.assert_equal(json.loads(json.dumps(index.get_config())),
index.get_config())
def test_configuration_none_HI(self):
c = LSHNearestNeighborIndex.get_default_config()
# Check that default is in JSON format and is decoded to the same
# result.
ntools.assert_equal(json.loads(json.dumps(c)), c)
# Make a simple configuration
c['lsh_functor']['type'] = 'ItqFunctor'
c['descriptor_index']['type'] = 'MemoryDescriptorIndex'
c['hash2uuids_kvstore']['type'] = 'MemoryKeyValueStore'
c['hash_index']['type'] = None
index = LSHNearestNeighborIndex.from_config(c)
ntools.assert_is_instance(index.lsh_functor, ItqFunctor)
ntools.assert_is_instance(index.descriptor_index,
MemoryDescriptorIndex)
ntools.assert_is_none(index.hash_index)
ntools.assert_is_instance(index.hash2uuids_kvstore,
MemoryKeyValueStore)
# Can convert instance config to JSON
ntools.assert_equal(json.loads(json.dumps(index.get_config())),
index.get_config())
def test_configuration_none_HI(self):
c = LSHNearestNeighborIndex.get_default_config()
# Check that default is in JSON format and is decoded to the same
# result.
self.assertEqual(json.loads(json.dumps(c)), c)
# Make a simple configuration
c['lsh_functor']['type'] = 'ItqFunctor'
c['descriptor_index']['type'] = 'MemoryDescriptorIndex'
c['hash2uuids_kvstore']['type'] = 'MemoryKeyValueStore'
c['hash_index']['type'] = None
index = LSHNearestNeighborIndex.from_config(c)
self.assertIsInstance(index.lsh_functor, ItqFunctor)
self.assertIsInstance(index.descriptor_index, MemoryDescriptorIndex)
self.assertIsNone(index.hash_index)
self.assertIsInstance(index.hash2uuids_kvstore, MemoryKeyValueStore)
# Can convert instance config to JSON
self.assertEqual(
json.loads(json.dumps(index.get_config())),
index.get_config()
)
