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)
