Using Higher Order Functions In Hypedsearch

high_order_hypedsearch

#original
def do_fourth_thing(spectrum, b_sorted_clusters, y_sorted_clusters, prec_tol):
    start_time = time.time()
    hybrid_merged = clustering.get_hybrid_matches(b_sorted_clusters, y_sorted_clusters, spectrum.precursor_mass, prec_tol, spectrum.precursor_charge)
    end_time = time.time() - start_time
    with open('Timing_data.txt', 'a') as t:
        t.write("Finding hybrid merges took:" + '\t' + str(end_time) + "\n")
    return hybrid_merged

#reduces to
def do_fourth_thing(spectrum, b_sorted_clusters, y_sorted_clusters, prec_tol):
    hybrid_merged = clustering.get_hybrid_matches(b_sorted_clusters, y_sorted_clusters, spectrum.precursor_mass, prec_tol, spectrum.precursor_charge)

def write_metrics(func, spectrum, b_sorted_clusters, y_sorted_clusters, prec_tol):
    start_time = time.time()
    func(spectrum, b_sorted_clusters, y_sorted_clusters, prec_tol)
    end_time = time.time() - start_time
    with open('Timing_data.txt', 'a') as t:
        t.write("Finding hybrid merges took:" + '\t' + str(end_time) + "\n")
    return hybrid_merged

write_metrics(do_fourth_thing,spectrum, b_sorted_clusters, y_sorted_clusters, prec_tol)

#reduces to
def write_metrics(func, spectrum, b_sorted_clusters, y_sorted_clusters, prec_tol):
    start_time = time.time()
    func(spectrum, b_sorted_clusters, y_sorted_clusters, prec_tol)
    end_time = time.time() - start_time
    with open('Timing_data.txt', 'a') as t:
        t.write("Finding hybrid merges took:" + '\t' + str(end_time) + "\n")
    return hybrid_merged

write_metrics(clustering.get_hybrid_matches,spectrum, b_sorted_clusters, y_sorted_clusters, prec_tol)