def main(): prog = "python plotBranin.py whatIsThis <onepkl> [whatIsThis] <onepkl>]" description = "Plot a Trace with std for multiple experiments" parser = ArgumentParser(description=description, prog=prog) parser.add_argument("-s", "--save", dest="save", default="", help="Where to save plot instead of showing it?") parser.add_argument("-t", "--title", dest="title", default="", help="Optional supertitle for plot") args, unknown = parser.parse_known_args() if len(unknown) % 2 != 0: print "Wrong number of arguments", len(args) print prog sys.exit(1) pkl_list, name_list = plotUtil.get_pkl_and_name_list(unknown) trial_list = list() for i in range(len(name_list)): result_file = pkl_list[i][0] fh = open(result_file, "r") trials = cPickle.load(fh) fh.close() trial_list.append(trials) plot_contour(trial_list=trial_list, name_list=name_list, save=args.save, title=args.title)
def main(): prog = "python plotBranin.py whatIsThis <onepkl> [whatIsThis] <onepkl>]" description = "Plot a Trace with std for multiple experiments" parser = ArgumentParser(description=description, prog=prog) parser.add_argument("-s", "--save", dest="save", default="", help="Where to save plot instead of showing it?") parser.add_argument("-t", "--title", dest="title", default="", help="Optional supertitle for plot") args, unknown = parser.parse_known_args() if len(unknown) % 2 != 0: print "Wrong number of arguments", len(args) print prog sys.exit(1) pkl_list, name_list = plotUtil.get_pkl_and_name_list(unknown) trial_list = list() for i in range(len(name_list)): result_file = pkl_list[i][0] fh = open(result_file, "r") trials = cPickle.load(fh) fh.close() trial_list.append(trials) plot_contour(trial_list=trial_list, name_list=name_list, save=args.save, title=args.title)
if len(value_list) == 0: print("No values found for param '%s', Available params:\n%s" % (param, "\n".join([p[1:] for p in param_set]))) sys.exit(1) else: print "Found %s values for %s" % (str(len(value_list)), param) plot_params(value_list=value_list, result_list=result_list, name=param, save=save, title=title, jitter=jitter) if __name__ == "__main__": prog = "python plot_param.py WhatIsThis <pathTo.pkl>* " description = "Plot one param wrt to minfunction value" parser = ArgumentParser(description=description, prog=prog) parser.add_argument("-s", "--save", dest="save", default="", help="Where to save plot instead of showing it?") parser.add_argument("-p", "--parameter", dest="param", default="", help="Which parameter to plot") parser.add_argument("-j", "--jitter", dest="jitter", default=0, type=float, help="Jitter data?") parser.add_argument("-t", "--title", dest="title", default="", help="Choose a supertitle for the plot") args, unknown = parser.parse_known_args() sys.stdout.write("\nFound " + str(len(unknown)) + " argument[s]...\n") pkl_list_main, name_list_main = plot_util.get_pkl_and_name_list(unknown) main(pkl_list=pkl_list_main, name_list=name_list_main, param=args.param, save=args.save, title=args.title, jitter=args.jitter)
default="", help="Where to save plot instead of showing it?") parser.add_argument("-t", "--title", dest="title", default="", help="Choose a supertitle for the plot") # Options which are available only for this plot parser.add_argument("-a", "--autofill", action="store_true", dest="autofill", default=False, help="Fill trace automatically") args, unknown = parser.parse_known_args() sys.stdout.write("\nFound " + str(len(unknown)) + " arguments\n") pkl_list_main, name_list_main = plot_util.get_pkl_and_name_list(unknown) main(pkl_list_main, name_list_main, autofill=args.autofill, title=args.title, log=args.log, save=args.save, y_min=args.min, y_max=args.max, cut=args.cut)
def main(): prog = "python doAllPlots.py WhatIsThis <oneOrMorePickles> [WhatIsThis <oneOrMorePickles>]" description = "Tries to save as many plots as possible" parser = ArgumentParser(description=description, prog=prog) # General Options parser.add_argument("-l", "--log", action="store_true", dest="log", default=False, help="Plot on log scale") parser.add_argument("-s", "--save", dest="save", default="", help="Where to save plots? (directory)") parser.add_argument("-f", "--file", dest="file", default="pdf", help="File ending") parser.add_argument("-c", "--cut", dest="cut", default=sys.maxint, type=int, help="Cut experiment pickles after a specified number of trials.") args, unknown = parser.parse_known_args() sys.stdout.write("Found " + str(len(unknown)) + " arguments\n") save_dir = os.path.realpath(args.save) log = args.log pkl_list, name_list = plot_util.get_pkl_and_name_list(unknown) if len(pkl_list) == 0: raise ValueError("You must at least provide one experiment pickle.") time_str = int(time.time() % 1000) if not os.path.isdir(save_dir) and save_dir is not "": os.mkdir(save_dir) for i in range(len(pkl_list)): for j in range(len(pkl_list[i])): if os.path.exists(pkl_list[i][j]): pkl_list[i][j] = os.path.abspath(pkl_list[i][j]) else: raise NotImplementedError("%s is not a valid file" % pkl_list[i][j]) if len(name_list) == 1 and name_list[0][1] == 1: # We have one exp and one pkl if save_dir is not "": tmp_save = os.path.join(save_dir, "plotTrace_%s.%s" % (time_str, args.file)) else: tmp_save = save_dir sys.stdout.write("plotTrace.py ... %s ..." % tmp_save) _plot_trace(pkl_list=pkl_list, name_list=name_list, save=tmp_save, log=log, cut=args.cut) if len(name_list) > 1: # Some plots only make sense, if there are many experiments # BoxWhisker if save_dir is not "": tmp_save = os.path.join(save_dir, "BoxWhisker_%s.%s" % (time_str, args.file)) else: tmp_save = save_dir sys.stdout.write("plotBoxWhisker.py ... %s ..." % tmp_save) _box_whisker(pkl_list=pkl_list, name_list=name_list, save=tmp_save, log=log, cut=args.cut) # LaTeX table if save_dir is not "": tmp_save = os.path.join(save_dir, "table_%s.tex" % time_str) else: tmp_save = save_dir sys.stdout.write("generateTexTable.py ... %s ..." % tmp_save) ret = _generate_tex_table(pkl_list=pkl_list, name_list=name_list, save=tmp_save, log=log, cut=args.cut) if ret is not None: print ret # We can always plot this # OptimizerOverhead if save_dir is not "": tmp_save = os.path.join(save_dir, "OptimizerOverhead_%s.%s" % (time_str, args.file)) else: tmp_save = save_dir sys.stdout.write("plotOptimizerOverhead.py ... %s ..." % tmp_save) _optimizer_overhead(pkl_list=pkl_list, name_list=name_list, save=tmp_save, log=log, cut=args.cut) # statistics if save_dir is not "": tmp_save = os.path.join(save_dir, "statistics_%s.txt" % time_str) else: tmp_save = save_dir sys.stdout.write("statistics.py ... %s ..." % tmp_save) _statistics(pkl_list=pkl_list, name_list=name_list, save=tmp_save, log=log, cut=args.cut) # Error Trace with Std if save_dir is not "": tmp_save = os.path.join(save_dir, "TraceWithStd_perEval_%s.%s" % (time_str, args.file)) else: tmp_save = save_dir sys.stdout.write("TraceWithStd_perEval.py ... %s ..." % tmp_save) _trace_with_std_per_eval(pkl_list=pkl_list, name_list=name_list, save=tmp_save, log=log, cut=args.cut) if save_dir is not "": tmp_save = os.path.join(save_dir, "TraceWithStd_perTime_%s.%s" % (time_str, args.file)) else: tmp_save = save_dir sys.stdout.write("TraceWithStd_perTime.py ... %s ..." % tmp_save) _trace_with_std_per_time(pkl_list=pkl_list, name_list=name_list, save=tmp_save, log=log, cut=args.cut)
def main(): prog = "python doAllPlots.py WhatIsThis <oneOrMorePickles> [WhatIsThis <oneOrMorePickles>]" description = "Tries to save as many plots as possible" parser = ArgumentParser(description=description, prog=prog) # General Options parser.add_argument("-l", "--log", action="store_true", dest="log", default=False, help="Plot on log scale") parser.add_argument("-s", "--save", dest="save", default="", help="Where to save plots? (directory)") parser.add_argument("-f", "--file", dest="file", default="pdf", help="File ending") parser.add_argument( "-c", "--cut", dest="cut", default=sys.maxint, type=int, help="Cut experiment pickles after a specified number of trials.", ) args, unknown = parser.parse_known_args() sys.stdout.write("Found " + str(len(unknown)) + " arguments\n") save_dir = os.path.realpath(args.save) log = args.log pkl_list, name_list = plot_util.get_pkl_and_name_list(unknown) if len(pkl_list) == 0: raise ValueError("You must at least provide one experiment pickle.") time_str = int(time.time() % 1000) if not os.path.isdir(save_dir) and save_dir is not "": os.mkdir(save_dir) for i in range(len(pkl_list)): for j in range(len(pkl_list[i])): if os.path.exists(pkl_list[i][j]): pkl_list[i][j] = os.path.abspath(pkl_list[i][j]) else: raise NotImplementedError("%s is not a valid file" % pkl_list[i][j]) if len(name_list) == 1 and name_list[0][1] == 1: # We have one exp and one pkl if save_dir is not "": tmp_save = os.path.join(save_dir, "plotTrace_%s.%s" % (time_str, args.file)) else: tmp_save = save_dir sys.stdout.write("plotTrace.py ... %s ..." % tmp_save) _plot_trace(pkl_list=pkl_list, name_list=name_list, save=tmp_save, log=log, cut=args.cut) if len(name_list) > 1: # Some plots only make sense, if there are many experiments # BoxWhisker if save_dir is not "": tmp_save = os.path.join(save_dir, "BoxWhisker_%s.%s" % (time_str, args.file)) else: tmp_save = save_dir sys.stdout.write("plotBoxWhisker.py ... %s ..." % tmp_save) _box_whisker(pkl_list=pkl_list, name_list=name_list, save=tmp_save, log=log, cut=args.cut) # LaTeX table if save_dir is not "": tmp_save = os.path.join(save_dir, "table_%s.tex" % time_str) else: tmp_save = save_dir sys.stdout.write("generateTexTable.py ... %s ..." % tmp_save) ret = _generate_tex_table(pkl_list=pkl_list, name_list=name_list, save=tmp_save, log=log, cut=args.cut) if ret is not None: print ret # We can always plot this # OptimizerOverhead if save_dir is not "": tmp_save = os.path.join(save_dir, "OptimizerOverhead_%s.%s" % (time_str, args.file)) else: tmp_save = save_dir sys.stdout.write("plotOptimizerOverhead.py ... %s ..." % tmp_save) _optimizer_overhead(pkl_list=pkl_list, name_list=name_list, save=tmp_save, log=log, cut=args.cut) # statistics if save_dir is not "": tmp_save = os.path.join(save_dir, "statistics_%s.txt" % time_str) else: tmp_save = save_dir sys.stdout.write("statistics.py ... %s ..." % tmp_save) _statistics(pkl_list=pkl_list, name_list=name_list, save=tmp_save, log=log, cut=args.cut) # Error Trace with Std if save_dir is not "": tmp_save = os.path.join(save_dir, "TraceWithStd_perEval_%s.%s" % (time_str, args.file)) else: tmp_save = save_dir sys.stdout.write("TraceWithStd_perEval.py ... %s ..." % tmp_save) _trace_with_std_per_eval(pkl_list=pkl_list, name_list=name_list, save=tmp_save, log=log, cut=args.cut) if save_dir is not "": tmp_save = os.path.join(save_dir, "TraceWithStd_perTime_%s.%s" % (time_str, args.file)) else: tmp_save = save_dir sys.stdout.write("TraceWithStd_perTime.py ... %s ..." % tmp_save) _trace_with_std_per_time(pkl_list=pkl_list, name_list=name_list, save=tmp_save, log=log, cut=args.cut)