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import pickle
import json
import matplotlib
matplotlib.use('TkAgg')
import matplotlib.pyplot as plt
def main():
table = {}
with open("duration300.txt",'r') as f:
pos = f.tell()
while True:
line = f.readline()
new_pos = f.tell()
if pos ==new_pos:
break
else:
pos = new_pos
lines = line.strip().split(' ')
time = float(lines[0])
id_ = lines[1]
action = lines[2]
try :
table[id_]
except :
table[id_] = {}
if action == "retrieved":
try :
table[id_]["retrieved"]
except:
table[id_]["retrieved"] = []
table[id_]["retrieved"].append(time)
elif action == "failed":
try :
table[id_]["failed"]
except:
table[id_]["failed"] = []
table[id_]["failed"].append(time)
else:
table[id_][action]=time
if action == "stored":
table[id_]["key"] = lines[3]
# failed/retrieved
failed = []
for key in table.keys():
try :
f = len(table[key]["failed"])
r = len(table[key]["retrieved"])
t = f/(f+r) * 100
t = t//1
failed.append(t)
except:
continue
plt.hist(failed,bins=100,range=(0,100))
# plt.plot(x,y)
plt.xlabel("percent %")
plt.ylabel("num")
plt.title("Failed rate")
plt.savefig("png/failed_rate.png",dpi=300)
plt.close()
# avg failed
failed = []
for key in table.keys():
try :
num = len(table[key]["failed"])
t = table[key]["failed"][-1]//60 - table[key]["stored"]//60
failed.append(t/num)
except:
continue
plt.hist(failed,bins=100,range=(0,400))
# plt.plot(x,y)
plt.xlabel("minute")
plt.ylabel("num")
plt.title("Average failed time")
plt.savefig("png/avg_failed.png",dpi=300)
plt.close()
# live time
failed = []
for key in table.keys():
try :
t = table[key]["retrieved"][-1]//60 - table[key]["retrieved"][0]//60
failed.append(t)
except:
continue
plt.hist(failed,bins=100,range=(0,1600))
plt.xlabel("minute")
plt.ylabel("num")
plt.title("Live time")
plt.savefig("png/live_time.png",dpi=300)
plt.close()
# First retrieved time
retrieved = []
count = 0
for key in table.keys():
try :
t = table[key]["retrieved"][0]//60 - table[key]["stored"]//60
retrieved.append(t)
except:
continue
plt.hist(retrieved,bins=100,range=(0,70))
plt.xlabel("minute")
plt.ylabel("num")
plt.title("First retrieved time")
plt.savefig("png/retrieved_time.png",dpi=300)
plt.close()
# stored time
retrieved = []
count = 0
for key in table.keys():
try :
t = table[key]["stored"]//60 - table[key]["start"]//60
retrieved.append(t)
except:
continue
plt.hist(retrieved,bins=100,range=(0,250))
plt.xlabel("minute")
plt.ylabel("num")
plt.title("Stored time")
plt.savefig("png/stored_time.png",dpi=300)
plt.close()
if __name__ == "__main__":
main()
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