#!/usr/bin/env python import sys, os, re from basename import basename if len(sys.argv) not in [2,3]: print("usage: {} fidelity_data_file [fidelity_cutoff]".format(sys.argv[0])) exit(1) fname = sys.argv[1] if len(sys.argv) == 3: fidelity_cutoff = float(sys.argv[2]) else: fidelity_cutoff = 0.5 if not os.path.isfile(fname): print("invalid file: {}".format(fname)) exit(1) out_file = "{}/fidelities-{}".format(os.path.dirname(fname),os.path.basename(fname)) split_name = re.split("-|\.",fname) samples = int(10**float(split_name[split_name.index("ls")+1])) results = [] collect = False with open(fname,'r') as f: for line in f: if not collect: if "--seed" in line: seed = int(line.split()[line.split().index("--seed")+1]) elif " fidelity" in line: description = line.replace("\n"," seed") collect = True else: if line == "\n": collect = False continue results += [ "{} {}".format(line.replace("\n",""),seed) ] if len(results) == 0: print("no simulation data in file: {}".format(fname)) exit(1) fidelity_column = description.split().index("fidelity") cutoff_results = [ result for result in results if float(result.split()[fidelity_column]) > fidelity_cutoff ] cutoff_results.sort(key = lambda r: -float(r.split()[fidelity_column])) with open(out_file,"w") as f: f.write("# samples: {}\n".format(samples)) f.write("# total results: {}\n".format(len(results))) f.write("# {}\n".format(description)) for result in cutoff_results: f.write(result+"\n")