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Author SHA1 Message Date
Nicolas Rohrbeck
1eb0157ddb kind of works? something is weird with SethEvent diodes 2025-08-11 17:36:22 +02:00
Nicolas Rohrbeck
2fccdf4e50 do simple histogram 2025-08-11 17:35:36 +02:00
2 changed files with 101 additions and 70 deletions

View file

@ -2,16 +2,7 @@
from seth_classes import * from seth_classes import *
import argparse import argparse
from cycler import cycler
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt import matplotlib.pyplot as plt
# get colormap
cmap=plt.cm.gist_rainbow
# build cycler with 5 equally spaced colors from that colormap
c = cycler('color', cmap(np.linspace(0,1,24)) )
# supply cycler to the rcParam
plt.rcParams["axes.prop_cycle"] = c
parser = argparse.ArgumentParser(prog='bananas.py') parser = argparse.ArgumentParser(prog='bananas.py')
parser.add_argument('filepath') parser.add_argument('filepath')
@ -21,35 +12,27 @@ args = parser.parse_args()
fp = args.filepath fp = args.filepath
v = args.verbose v = args.verbose
channel_names = {0:'A2', 1:'A1', 2:'A0', 3:'B2', 4:'B1', 5:'B0', 6:'C2', 7:'C1',
8:'C0', 9:'D2', 10:'D1', 11:'D0', 12:'E1', 13:'E2', 14:'F2', 15:'E0',
16:'F0', 17:'F1', 18:'G1', 19:'G2', 20:'H2', 21:'G0', 22:'H0', 23:'H1'
} # connects shaper (key) to ADC (value)
def make_hist(dataframe):
mask_slice0 = dataframe['sl'] == '0'
mask_slice1 = dataframe['sl'] == '1'
cut_high = dataframe['pha'] <= 60000
cut_low = dataframe['pha'] >= -100
dataframe = dataframe[cut_high]
dataframe = dataframe[cut_low]
for ch in range(24):
hist = {}
print(f"Working on channel {ch}")
for index, row in dataframe.iterrows():
if row['channel'] == ch:
if row['pha'] not in hist.keys():
hist.setdefault(row['pha'], 1)
else:
hist[row['pha']] += 1
plt.plot(hist.keys(), hist.values(), 'x', label=f'{ch}')
plt.yscale("log"); plt.ylabel("Occurence"); plt.xlabel("Energy in arb. units.")
plt.grid(); plt.legend()
plt.title(f"{fp}")
plt.show()
test = ReadSeth(fp, v) test = ReadSeth(fp, v)
upper = {}
lower = {}
for event in test: for event in test:
print(event) if (not event.upper_td) or (not event.lower_td):
pass
else:
if event.upper_td[0] in upper:
upper[event.upper_td[0]] += 1
if event.lower_td[0] in lower:
lower[event.lower_td[0]] += 1
else:
lower.setdefault(event.lower_td[0], 1)
else:
upper.setdefault(event.upper_td[0], 1)
if event.lower_td[0] in lower:
lower[event.lower_td[0]] += 1
else:
lower.setdefault(event.lower_td[0], 1)
plt.bar(upper.keys(), upper.values())
plt.xlabel('Detector')
plt.ylabel('Counts')
plt.show()

View file

@ -4,21 +4,6 @@ import numpy as np
import pandas as pd import pandas as pd
class Banana:
def read_from_file(self, filepath):
d={'clock':[], 'sl':[], 'channel':[], 'dtime':[], 'lost':[], 'a':[], 'b':[], 'phase':[], 'banana':[], 'pha':[]} # slice (sl) is called det in ahepamfile.c
keys = list(d.keys())
with open(filepath) as file:
for line in file:
ll = line.split()
if ll[0] == 'EDB' and 'nan' not in ll and '-nan' not in ll and 'inf' not in ll and '-inf' not in ll:
contents = [float(num) for num in line.split()[1:]]
for i in range(10):
d[keys[i]].append(contents[i])
return pd.DataFrame(d)
class ReadSeth: class ReadSeth:
def __init__(self, filename, verbose = False): def __init__(self, filename, verbose = False):
self.verbose = verbose self.verbose = verbose
@ -33,35 +18,98 @@ class ReadSeth:
def __next__(self): def __next__(self):
while not self.complete: while not self.complete:
self.read_more() self.read_more()
if not self.read_more(): if self.read_more() == "EOF":
raise StopIteration raise StopIteration # if end of file has been reached, stop iterating
event = SethEvent(self.complete[0]) event = SethEvent(self.complete[0])
self.complete[0]=[] self.complete=[]
return event return event
time_old=100 time_old=100
def read_more(self): def read_more(self):
time_window = 5 time_window = 5 # ticks, 1 tick = 2 us
l = self.file.readline() l = self.file.readline()
if not l: if not l: # if line is empty, close file and say end of file reached
self.file.close() self.file.close()
return False return "EOF"
if self.verbose: if self.verbose:
print(l, l[0]) print(l, l[0])
if l[0] == 'E': if l[0] == 'E': # works on EDB, EDS, and ED lines
line = [float(num) for num in l.split(r'\s+')[1:]] #print(l)
print(line) line = [float(num) for num in l.split()[1:]] # split contents into floats
if not self.partial or line[0] + time_window <= self.partial[0][0]: #print(line)
self.partial.append(line) if not self.partial or line[0] <= self.partial[0][0] + time_window: # if list is empty or new line is not older than 5 ticks relative to first line in event
self.complete.append(self.partial) self.partial.append(line)
self.partial = [] else:
self.complete.append(self.partial)
self.partial = []
self.partial.append(line)
class SethEvent: class SethEvent:
def __init__(self, event: list): def __init__(self, event: list):
self.event = event diode_dictionary = {# can be found in ahepam/nmahepam_channels.md
#dorn_channel:seth_diode
16:13,
8:16,
0:17,
17:20,
9:7,
1:10,
18:1,
10:4,
2:19,
19:2,
11:'HET',
3:'BGO1',
12:'BGO2',
20:'BGO3',
21:8,
4:5,
5:6,
13:3,
14:9,
22:12,
23:11,
6:14,
7:15,
15:18
}
sl = 1 # for clearer referencing in event line
ch = 2
self._event = event
self.upper_td = ()
self.BGOB = [0, 0, 0]
self.HETA = 0
self.HETB = 0
self.BGOD = [0, 0, 0]
self.lower_td = ()
for detector in event:
detector[ch] = int(detector[ch])
if detector[sl] == 0: # slice 0
if detector[ch] == 11: # dorn channel 11
self.HETB = detector[9]
if detector[ch] == 3:
self.BGOD[0] = detector[9]
if detector[ch] == 12:
self.BGOD[1] = detector[9]
if detector[ch] == 20:
self.BGOD[2] = detector[9]
if int(detector[ch]) not in [3,11,12,20] and abs(detector[ch]) < 24:
self.lower_td = (diode_dictionary[detector[ch]], detector[9]) # tuple of (seth_diode, pha) for seth_diode see Jaspers thesis
def __get__(self): else: # slice 1
return self.event if detector[ch] == 11: # dorn channel 11 is
self.HETA = detector[9]
if detector[ch] == 3:
self.BGOB[0] = detector[9]
if detector[ch] == 12:
self.BGOB[1] = detector[9]
if detector[ch] == 20:
self.BGOB[2] = detector[9]
if detector[ch] not in [3,11,12,20] and abs(detector[ch]) < 24:
self.upper_td = (diode_dictionary[detector[ch]], detector[9]) # tuple of (seth_diode, pha) for seth_diode see Jaspers thesis
def get_event(self):
return self._event