def main(path_to_serialized_model):
print('Loading: ' + str(path_to_serialized_model))
network = fieldnetwork.deserialize_network(path_to_serialized_model)
api = API(network)
api.init_store()
ip_shell = InteractiveShellEmbed(banner1=init_banner, exit_msg=exit_banner)
ip_shell()
def test_ranking_certainty_chem(self):
path = '../models/chemical/'
network = deserialize_network(path)
api = API(network)
api.init_store()
table = 'activities'
table_drs = api.drs_from_table(table)
sim_tables = api.similar_content_to(table_drs)
sim_tables.rank_certainty()
print("All columns CERTAINTY: ")
sim_tables.pretty_print_columns_with_scores()
print("")
print("All tables CERTAINTY: ")
sim_tables.print_tables_with_scores()
print("")
sim_tables.rank_coverage()
print("All columns COVERAGE: ")
sim_tables.pretty_print_columns_with_scores()
print("")
print("All tables COVERAGE: ")
sim_tables.print_tables_with_scores()
print("")
def init_system(path_to_serialized_model, reporting=True):
print_md('Loading: *' + str(path_to_serialized_model) + "*")
sl = time.time()
network = fieldnetwork.deserialize_network(path_to_serialized_model)
api = API(network)
if reporting:
reporting = Report(network)
api.init_store()
api.help()
el = time.time()
print("Took " + str(el - sl) + " to load all data")
return api, reporting