def main(): debug = Debugger() chrono = Chrono() universe = Universe(debug) source = Source(debug).get_source() bucket_chain = BucketChain(debug, chrono, universe, source) clusters = Clusters(debug, chrono, universe) algorithm = OnlineClustering(debug, universe, bucket_chain, clusters) while True: operation_time = time.time() if bucket_chain.is_updated(): universe.compute_log_n_df() bucket_chain.compute_universal_counts() bucket_chain.compute_universal_tfidf() clusters.update_centroid_counts() clusters.update_centroid_tfidf() algorithm.pre_clustering_work() algorithm.online_clustering() clusters.remove_old_clusters() universe.prune_terms(clusters) debug.log("BUCKET FINISHED IN: " + str(time.time() - operation_time)) clusters.debug_active_clusters() clusters.save_active_clusters()