def analysis_exp_1010():
"""1009NCDKHT-b"""
# code for simulation folders
datename = ['1009', '1010']
probname = ['b', 's']
pername = [5, 100]
config = ['NCDKHT', 'DCDKHT']
n_runs = 1000
rp = RiskPlot()
parent_folders = list()
parent_folders.append(rp.assemble_parent_name(datename[0], config[0], probname[0]))
parent_folders.append(rp.assemble_parent_name(datename[1], config[1], probname[0]))
parent_folders.append(rp.assemble_parent_name(datename[1], config[0], probname[1]))
parent_folders.append(rp.assemble_parent_name(datename[1], config[1], probname[1]))
# NC-b
stats_nc_b = MyStats(parent_folders[0], n_runs, pername[1])
# MyStats(parent_folders[0], n_runs, pername[0])
# DC-b
stats_dc_b = MyStats(parent_folders[1], n_runs, pername[1])
# MyStats(parent_folders[1], n_runs, pername[0])
# rp.add_stats(stats_nc_b)
# rp.add_stats(stats_dc_b)
rp.plot_stat([stats_nc_b.cum_success_rate, stats_dc_b.cum_success_rate], 'Success Rate', ['NC', 'DC'])
# # NC-s
# stats_nc_s = MyStats(parent_folders[2], n_runs, pername[1])
# MyStats(parent_folders[2], n_runs, pername[0])
#
# # DC-s
# stats_dc_s = MyStats(parent_folders[3], n_runs, pername[1])
#
# rp.add_stats(stats_nc_s)
# rp.add_stats(stats_dc_s)
# rp.plot_stat()
return
def analysis_exp_1012():
rp = RiskPlot()
datename = ['1012', '1013']
config = ['DCDKHT', 'NCDKHT']
extra_id = ['PK', '100', '05', 'NA', 'NFOV']
pername = [5, 100]
n_runs = 1000
perception = 'point'
folders = []
"""1012DCDKHT-h-PK"""
folders.append(rp.assemble_parent_name(datename[0], config[0], extra_id[0])[0])
"""1012DCDKHT-h-100"""
folders.append(rp.assemble_parent_name(datename[0], config[0], extra_id[1])[0])
"""1012DCDKHT-h-05"""
folders.append(rp.assemble_parent_name(datename[0], config[0], extra_id[2])[0])
"""1012NCDKHT-h-NA"""
folders.append(rp.assemble_parent_name(datename[0], config[1], extra_id[3])[0])
folders.append('1013NCNKHT-n-0')
"""1013NCDKHT-h-NFOV """
folders.append(rp.assemble_parent_name(datename[1], config[0], extra_id[4])[0])
#
subtitle = ['Perfect Knowledge', '100\% images', '5\% images', 'No Constraints', 'No Danger', 'no FOV']
# rp.retrieve_data(folders[0], 'DCDKHT_100hpoint_PK_G46Vss2_1012_', subtitle[0])
# rp.retrieve_data(folders[1], 'DCDKHT_100hpoint_G46Vss2_1012_', subtitle[1])
# rp.retrieve_data(folders[2], 'DCDKHT_05hpoint_G46Vss2_1012_', subtitle[2])
# rp.retrieve_data(folders[3], 'NCDKHT_NAhpoint_G46Vss2_1012_', subtitle[3])
# rp.retrieve_data(folders[4], 'NCNKHT_NApoint_G46Vss2_1013_', subtitle[4])
subtitle.append('no FOV')
rp.retrieve_data(folders[5], 'DCDKHT_05hpoint_NFOV_G46Vss2_1013_', subtitle[4])