# struct definition to hold all relevant statistics data
class statistics_data (object):
 min   = 0.0
 mean  = 0.0
 max   = 0.0
 sigma = 0.0

# struct definition for statistics dat aof all three amplitude levels
class all_statistics_data (object):
 sat   = statistics_data()
 m5    = statistics_data()
 m10   = statistics_data()

 def return_string(self):
     ret_str = "Statistics:\tmin\tmean\tmax\tstdev"
     ret_str = ret_str + "\nSaturation    :\t" + str(self.sat.min)[:7] + "\t" + str(self.sat.mean)[:7] + "\t" + str(self.sat.max)[:7] + "\t" + str(self.sat.stdev)[:7] 
     ret_str = ret_str + "\n5% out of sat :\t" + str(self.m5.min)[:7]  + "\t" + str(self.m5.mean)[:7]  + "\t" + str(self.m5.max)[:7]  + "\t" + str(self.m5.stdev)[:7] 
     ret_str = ret_str + "\n10% out of sat:\t" + str(self.m10.min)[:7] + "\t" + str(self.m10.mean)[:7] + "\t" + str(self.m10.max)[:7] + "\t" + str(self.m10.stdev)[:7] 
     return ret_str

def statistics_calc(data_in):
    "function calculates the min/max/mean/stdev of an array"
    temp = statistics_data();
    temp.mean  = mean (data_in)
    temp.min   = min  (data_in)
    temp.max   = max  (data_in)
    temp.stdev = stdev(data_in)
    return temp


def all_statistics_calc(data_in):
    "function calculates for all three amplitudes the statistics data."
    temp = all_statistics_data();
    temp.m10   = statistics_calc (data_in[0:35])
    temp.m5    = statistics_calc (data_in[36:71])
    temp.sat   = statistics_calc (data_in[72:107])
    return temp



# create emtpy structs
ref_jit_amplt = all_statistics_data()
ref_jit_phase = all_statistics_data()

iqm_jit_amplt = all_statistics_data()
iqm_jit_phase = all_statistics_data()

pre_jit_amplt = all_statistics_data()
pre_jit_phase = all_statistics_data()

kly_jit_amplt = all_statistics_data()
kly_jit_phase = all_statistics_data()


# calculate statistics
ref_jit_amplt = all_statistics_calc(scan_result.getReadable(0))
ref_jit_phase = all_statistics_calc(scan_result.getReadable(1))

iqm_jit_amplt = all_statistics_calc(scan_result.getReadable(2))
iqm_jit_phase = all_statistics_calc(scan_result.getReadable(3))

pre_jit_amplt = all_statistics_calc(scan_result.getReadable(4))
pre_jit_phase = all_statistics_calc(scan_result.getReadable(5))

kly_jit_amplt = all_statistics_calc(scan_result.getReadable(6))
kly_jit_phase = all_statistics_calc(scan_result.getReadable(7))

mystr = ref_jit_amplt.return_string()
print mystr