if args.extra_label_str is not None:
label += '-' + args.extra_label_str
if args.bak:
label += '.bak'
print 'run', human
n_leaves, mut_mult = None, None # values if we're runing on data
for action in args.actions:
if action == 'write-plots' or action == 'compare-subsets':
continue
print ' ', action
if action == 'cache-data-parameters':
compareutils.execute(args, action, datafname, label, n_leaves, mut_mult, procs)
continue
for n_leaves in args.n_leaf_list:
print ' ----> ', n_leaves, ' leaves'
for mut_mult in args.mutation_multipliers:
print ' ----> mutate', mut_mult
compareutils.execute(args, action, datafname, label, n_leaves, mut_mult, procs)
# sys.exit()
if 'write-plots' in args.actions:
compareutils.write_all_plot_csvs(args, label)
if 'compare-subsets' in args.actions:
compareutils.compare_all_subsets(args, label)
# break
exit_codes = [p.wait() for p in procs]
print 'exit ', exit_codes
]
else:
parameterlist = [
{"n_leaves": nl, "mut_mult": mm, "hfrac_bounds": hbs}
for nl in args.n_leaf_list
for mm in args.mutation_multipliers
for hbs in args.hfrac_bound_list
]
for action in args.actions:
if action == "write-plots" or action == "compare-subsets":
continue
print " ", action
if action == "cache-parameters" and not args.is_simu:
compareutils.execute(args, action, datafname, label, n_leaves, mut_mult, procs)
continue
for params in parameterlist:
compareutils.execute(
args, action, datafname, label, params["n_leaves"], params["mut_mult"], procs, params["hfrac_bounds"]
)
if "write-plots" in args.actions:
compareutils.write_all_plot_csvs(args, label, parameterlist, datafname)
if "compare-subsets" in args.actions:
compareutils.compare_subsets(args, label)
if len(procs) > 0:
exit_codes = [p.wait() for p in procs]
print "exit ", exit_codes
else:
parameterlist = [{
'n_leaves': nl,
'mut_mult': mm,
'hfrac_bounds': hbs
} for nl in args.n_leaf_list for mm in args.mutation_multipliers
for hbs in args.hfrac_bound_list]
for action in args.actions:
if action == 'write-plots' or action == 'compare-subsets':
continue
print ' ', action
if action == 'cache-parameters' and not args.is_simu:
compareutils.execute(args, action, datafname, label, n_leaves,
mut_mult, procs)
continue
for params in parameterlist:
compareutils.execute(args, action, datafname, label,
params['n_leaves'], params['mut_mult'], procs,
params['hfrac_bounds'])
if 'write-plots' in args.actions:
compareutils.write_all_plot_csvs(args, label, parameterlist, datafname)
if 'compare-subsets' in args.actions:
compareutils.compare_subsets(args, label)
if len(procs) > 0:
exit_codes = [p.wait() for p in procs]
print 'exit ', exit_codes