def evaluate_query_time(num_papers):
api = API()
papers = api.get_all_paper()[:num_papers]
settings = TFIDF.get_default_config()
settings["mode"] = Mode.importance_to_sections
settings["use-unclassified-chapters"] = True
all_elapsed_times = []
for paper in papers:
start = time.time()
api.get_papers_with_paper(paper.filename, settings)
end = time.time()
elapsed_time = start - end
print("Elapsed time: ", elapsed_time)
all_elapsed_times.append(elapsed_time)
print("Overall time: ", sum(all_elapsed_times))
print("Mean: ", mean(all_elapsed_times))
def evaluate_ranking_time(paper, settings):
print("Evaluate ", settings["algorithm"])
api = API()
settings["mode"] = Mode.importance_to_sections
settings["use-unclassified-chapters"] = True
start = time.time()
ranked_papers, queries = api.get_papers_with_paper(paper.filename,
settings)
end = time.time()
elapsed_time = end - start
print("Elapsed time: ", elapsed_time)