def get_config(self):
return {
'name': self.name,
'url_prefix': self.url_prefix,
'working_directory': self._working_dir,
'data_set': plugin.to_plugin_config(self._data_set),
'descr_generator': plugin.to_plugin_config(self._descriptor_generator),
'nn_index': plugin.to_plugin_config(self._nn_index),
'rel_index_config': self._rel_index_config,
}
def get_config(self):
return {
'name': self.name,
'url_prefix': self.url_prefix,
'working_directory': self._working_dir,
'data_set': plugin.to_plugin_config(self._data_set),
'descr_generator': plugin.to_plugin_config(self._descriptor_generator),
'nn_index': plugin.to_plugin_config(self._nn_index),
'rel_index_config': self._rel_index_config,
'descriptor_factory': self._descr_elem_factory.get_config(),
}
def get_config(self):
hi_conf = None
if self.hash_index is not None:
hi_conf = plugin.to_plugin_config(self.hash_index)
return {
"lsh_functor": plugin.to_plugin_config(self.lsh_functor),
"descriptor_index": plugin.to_plugin_config(self.descriptor_index),
"hash_index": hi_conf,
"hash2uuids_kvstore":
plugin.to_plugin_config(self.hash2uuids_kvstore),
"distance_method": self.distance_method,
"read_only": self.read_only,
}
def get_config(self):
hi_conf = None
if self.hash_index is not None:
hi_conf = plugin.to_plugin_config(self.hash_index)
return {
"lsh_functor": plugin.to_plugin_config(self.lsh_functor),
"descriptor_index": plugin.to_plugin_config(self.descriptor_index),
"hash_index": hi_conf,
"hash2uuids_kvstore":
plugin.to_plugin_config(self.hash2uuids_kvstore),
"distance_method": self.distance_method,
"read_only": self.read_only,
}
def get_config(self):
# If no cache elements (set to None), return default plugin configs.
c = merge_dict(self.get_default_config(), {
"bit_length": self.bit_length,
"itq_iterations": self.itq_iterations,
"normalize": self.normalize,
"random_seed": self.random_seed,
})
if self.mean_vec_cache_elem:
c['mean_vec_cache'] = \
plugin.to_plugin_config(self.mean_vec_cache_elem)
if self.rotation_cache_elem:
c['rotation_cache'] = \
plugin.to_plugin_config(self.rotation_cache_elem)
return c
def get_config(self):
hi_conf = None
if self.hash_index is not None:
hi_conf = plugin.to_plugin_config(self.hash_index)
return {
"lsh_functor": plugin.to_plugin_config(self.lsh_functor),
"descriptor_index": plugin.to_plugin_config(self.descriptor_index),
"hash_index": hi_conf,
"hash2uuid_cache_filepath": self.hash2uuid_cache_filepath,
"distance_method": self.distance_method,
"read_only": self.read_only,
"live_reload": self.live_reload,
"reload_mon_interval": self.reload_mon_interval,
"reload_settle_window": self.reload_settle_window,
}
def get_config(self):
hi_conf = None
if self.hash_index is not None:
hi_conf = plugin.to_plugin_config(self.hash_index)
return {
"lsh_functor": plugin.to_plugin_config(self.lsh_functor),
"descriptor_index": plugin.to_plugin_config(self.descriptor_index),
"hash_index": hi_conf,
"hash2uuid_cache_filepath": self.hash2uuid_cache_filepath,
"distance_method": self.distance_method,
"read_only": self.read_only,
"live_reload": self.live_reload,
"reload_mon_interval": self.reload_mon_interval,
"reload_settle_window": self.reload_settle_window,
}
def get_config(self):
c = self.get_default_config()
if self.cache_element:
c['cache_element'] = merge_dict(c['cache_element'],
plugin.to_plugin_config(
self.cache_element))
return c
def get_config(self):
# If no cache elements (set to None), return default plugin configs.
c = merge_dict(
self.get_default_config(), {
"bit_length": self.bit_length,
"itq_iterations": self.itq_iterations,
"normalize": self.normalize,
"random_seed": self.random_seed,
})
if self.mean_vec_cache_elem:
c['mean_vec_cache'] = \
plugin.to_plugin_config(self.mean_vec_cache_elem)
if self.rotation_cache_elem:
c['rotation_cache'] = \
plugin.to_plugin_config(self.rotation_cache_elem)
return c
def get_default_config(cls):
"""
Generate and return a default configuration dictionary for this class.
This will be primarily used for generating what the configuration
dictionary would look like for this class without instantiating it.
By default, we observe what this class's constructor takes as arguments,
turning those argument names into configuration dictionary keys. If any
of those arguments have defaults, we will add those values into the
configuration dictionary appropriately. The dictionary returned should
only contain JSON compliant value types.
It is not be guaranteed that the configuration dictionary returned
from this method is valid for construction of an instance of this class.
:return: Default configuration dictionary for the class.
:rtype: dict
"""
default = super(ITQNearestNeighborsIndex, cls).get_default_config()
# replace ``code_index`` with nested plugin configuration
index_conf = plugin.make_config(get_code_index_impls)
if default['code_index'] is not None:
# Only overwrite default config if there is a default value
index_conf.update(plugin.to_plugin_config(default['code_index']))
default['code_index'] = index_conf
return default
def get_config(self):
c = self.get_default_config()
if self.cache_element:
c['cache_element'] = merge_dict(c['cache_element'],
plugin.to_plugin_config(
self.cache_element))
return c
def get_config(self):
# Recursively get config from data element if we have one.
if hasattr(self._cache_element, 'get_config'):
elem_config = to_plugin_config(self._cache_element)
else:
elem_config = None
return {'cache_element': elem_config}
def get_config(self):
c = merge_dict(self.get_default_config(), {
"pickle_protocol": self.pickle_protocol,
})
if self.cache_element:
merge_dict(c['cache_element'],
plugin.to_plugin_config(self.cache_element))
return c
def get_config(self):
# Recursively get config from data element if we have one.
if hasattr(self._cache_element, 'get_config'):
elem_config = to_plugin_config(self._cache_element)
else:
# No cache element, output default config with no type.
elem_config = make_config(get_data_element_impls())
return {'cache_element': elem_config}
def get_config(self):
c = merge_dict(self.get_default_config(), {
"pickle_protocol": self.pickle_protocol,
})
if self.cache_element:
merge_dict(c['cache_element'],
plugin.to_plugin_config(self.cache_element))
return c
def test_to_config(self):
i = DummyAlgo1()
d1 = i.get_config()
c = to_plugin_config(i)
self.assertEqual(c, {
'type': 'DummyAlgo1',
'DummyAlgo1': d1,
})
# return should update with updates to
i.foo = 8
d2 = i.get_config()
self.assertNotEqual(d1, d2)
c = to_plugin_config(i)
self.assertEqual(c, {
'type': 'DummyAlgo1',
'DummyAlgo1': d2,
})
def test_to_config(self):
i = DummyAlgo1()
d1 = i.get_config()
c = to_plugin_config(i)
self.assertEqual(c, {
'type': 'DummyAlgo1',
'DummyAlgo1': d1,
})
# return should update with updates to
i.foo = 8
d2 = i.get_config()
self.assertNotEqual(d1, d2)
c = to_plugin_config(i)
self.assertEqual(c, {
'type': 'DummyAlgo1',
'DummyAlgo1': d2,
})
def get_config(self):
return {
"descriptor_set": plugin.to_plugin_config(self._descriptor_set),
"exhaustive": self.exhaustive,
"read_only": self.read_only,
"random_seed": self.random_seed,
"pickle_protocol": self.pickle_protocol,
"use_multiprocessing": self.use_multiprocessing,
}
def get_config(self):
# Recursively get config from data element if we have one.
if hasattr(self._cache_element, 'get_config'):
elem_config = to_plugin_config(self._cache_element)
else:
# No cache element, output default config with no type.
elem_config = make_config(get_data_element_impls())
return {
'cache_element': elem_config
}
def get_config(self):
c = merge_dict(self.get_default_config(), {
'leaf_size': self.leaf_size,
'random_seed': self.random_seed,
})
if self.cache_element:
c['cache_element'] = merge_dict(
c['cache_element'],
plugin.to_plugin_config(self.cache_element))
return c
def get_config(self):
return {
"mean_vec_filepath": self._mean_vec_cache_filepath,
"rotation_filepath": self._rotation_cache_filepath,
"code_index": plugin.to_plugin_config(self._code_index),
"bit_length": self._bit_len,
"itq_iterations": self._itq_iter_num,
"distance_method": self._dist_method,
'random_seed': self._rand_seed,
}
def get_config(self):
config = {
"descriptor_set": plugin.to_plugin_config(self._descriptor_set),
"uid2idx_kvs": plugin.to_plugin_config(self._uid2idx_kvs),
"idx2uid_kvs": plugin.to_plugin_config(self._idx2uid_kvs),
"factory_string": self.factory_string,
"read_only": self.read_only,
"random_seed": self.random_seed,
"use_multiprocessing": self.use_multiprocessing,
"use_gpu": self._use_gpu,
"gpu_id": self._gpu_id,
}
if self._index_element:
config['index_element'] = plugin.to_plugin_config(
self._index_element)
if self._index_param_element:
config['index_param_element'] = plugin.to_plugin_config(
self._index_param_element)
return config
def get_config(self):
return {
"descriptor_set": plugin.to_plugin_config(self._descriptor_set),
"index_filepath": self._index_filepath,
"parameters_filepath": self._index_param_filepath,
"read_only": self._read_only,
"random_seed": self._rand_seed,
"pickle_protocol": self._pickle_protocol,
"use_multiprocessing": self._use_multiprocessing,
"depth": self._depth,
"num_trees": self._num_trees,
}
def get_config(self):
return {
"descriptor_set": plugin.to_plugin_config(self._descriptor_set),
"index_filepath": self._index_filepath,
"parameters_filepath": self._index_param_filepath,
"read_only": self._read_only,
"random_seed": self._rand_seed,
"pickle_protocol": self._pickle_protocol,
"use_multiprocessing": self._use_multiprocessing,
"depth": self._depth,
"num_trees": self._num_trees,
}
def get_default_config(cls):
"""
Generate and return a default configuration dictionary for this class.
It is not be guaranteed that the configuration dictionary returned
from this method is valid for construction of an instance of this class.
:return: Default configuration dictionary for the class.
:rtype: dict
"""
c = super(KVSDataSet, cls).get_default_config()
c['kvstore'] = merge_dict(
plugin.make_config(get_key_value_store_impls()),
plugin.to_plugin_config(c['kvstore']))
return c
def get_config(self):
"""
This implementation has no configuration properties.
:return: JSON type compliant configuration dictionary.
:rtype: dict
"""
c = merge_dict(self.get_default_config(), {
"pickle_protocol": self.pickle_protocol,
})
if self.cache_element:
c['cache_element'] = merge_dict(
c['cache_element'],
plugin.to_plugin_config(self.cache_element))
return c
def get_default_config(cls):
"""
Generate and return a default configuration dictionary for this class.
It is not be guaranteed that the configuration dictionary returned
from this method is valid for construction of an instance of this class.
:return: Default configuration dictionary for the class.
:rtype: dict
"""
c = super(KVSDataSet, cls).get_default_config()
c['kvstore'] = merge_dict(
plugin.make_config(get_key_value_store_impls()),
plugin.to_plugin_config(c['kvstore'])
)
return c
def get_config(self):
with self._label_to_classifier_lock:
c = dict((label, plugin.to_plugin_config(classifier))
for label, classifier
in six.iteritems(self._label_to_classifier))
return c
def get_config(self):
return {'kvstore': plugin.to_plugin_config(self._kvstore)}
def get_config(self):
return {
'iqr_service_url': self._iqr_service.url,
'working_directory': self._working_dir,
'data_set': plugin.to_plugin_config(self._data_set),
}
def get_config(self):
return {
'iqr_service_url': self._iqr_service.url,
'working_directory': self._working_dir,
'data_set': plugin.to_plugin_config(self._data_set),
}
def get_config(self):
return {
'kvstore': plugin.to_plugin_config(self._kvstore)
}