1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
|
#!/usr/bin/env python3
import csv
import numpy as np
import os
import struct
import sys
import tarfile
import matplotlib.pyplot as plt
from dfatool.loader import MIMOSA
from dfatool.utils import running_mean
voltage = float(sys.argv[1])
shunt = float(sys.argv[2])
mimfile = sys.argv[3]
mim = MIMOSA(voltage, shunt)
charges, triggers = mim.load_data(mimfile)
trigidx = mim.trigger_edges(triggers)
cal_edges = mim.calibration_edges(running_mean(mim.currents_nocal(charges[0:trigidx[0]]), 10))
#charges = charges[charges > 20000]
#charges = charges[charges < 21000]
def show_hist(data):
bins = np.max(data) - np.min(data)
if bins == 0:
bins = 1
if bins > 1000:
bins = bins / 10
#bins = 500
n, bins, patches = plt.hist(data, bins, normed=0, facecolor='green', alpha=0.75)
plt.grid(True)
plt.show()
print(np.histogram(data, bins=bins))
#show_hist(charges[cal_edges[0]:cal_edges[1]])
#show_hist(charges[cal_edges[4]:cal_edges[5]])
#show_hist(charges[cal_edges[2]:cal_edges[3]])
#show_hist(charges[trigidx[7]:trigidx[8]])
#show_hist(np.array(charges))
#print(charges[cal_edges[0]:cal_edges[1]])
#print(charges[cal_edges[4]:cal_edges[5]])
#print(charges[cal_edges[2]:cal_edges[3]])
plt.hist(mim.charge_to_current_nocal(charges[cal_edges[2]:cal_edges[3]]) * 1e-3, 100, normed=0, facecolor='blue', alpha=0.8)
plt.xlabel('mA MimosaCMD')
plt.ylabel('#')
plt.grid(True)
plt.show()
plt.hist(mim.charge_to_current_nocal(charges[cal_edges[4]:cal_edges[5]]) * 1e-3, 100, normed=0, facecolor='blue', alpha=0.8)
plt.xlabel('mA MimosaCMD')
plt.ylabel('#')
plt.grid(True)
plt.show()
plt.hist(mim.charge_to_current_nocal(charges[cal_edges[0]:cal_edges[1]]) * 1e-3, 100, normed=0, facecolor='blue', alpha=0.8)
plt.xlabel('mA MimosaCMD')
plt.ylabel('#')
plt.grid(True)
plt.show()
plt.hist(charges[cal_edges[0]:cal_edges[1]], 100, normed=0, facecolor='blue', alpha=0.8)
plt.xlabel('Rohwert MimosaCMD')
plt.ylabel('#')
plt.grid(True)
plt.show()
|
