|
|
@@ -0,0 +1,35 @@
|
|
|
+#!/usr/bin/env python3
|
|
|
+
|
|
|
+import numpy as np
|
|
|
+import re
|
|
|
+import sys
|
|
|
+
|
|
|
+# Print the mean and stddev of the floats in the list of data
|
|
|
+def printstats(data):
|
|
|
+ mean = np.mean(data)
|
|
|
+ stddev = np.std(data)
|
|
|
+ print(f",{mean:.3f},{stddev:.3f}", end='')
|
|
|
+
|
|
|
+if __name__ == "__main__":
|
|
|
+ times = {}
|
|
|
+ for line in sys.stdin.readlines():
|
|
|
+ if matches := \
|
|
|
+ re.match(r'(\d+) (\d+) \d+ (\d+\.?\d*) (\d+\.?\d*) (\d+\.?\d*)',
|
|
|
+ line):
|
|
|
+ groups = matches.groups()
|
|
|
+ label, send_time, fetch_time, tot_time = \
|
|
|
+ (int(groups[0]), int(groups[1])), float(groups[2]), \
|
|
|
+ float(groups[3]), float(groups[4])
|
|
|
+ if label not in times:
|
|
|
+ times[label] = [ [], [], [] ]
|
|
|
+ times[label][0].append(send_time)
|
|
|
+ times[label][1].append(fetch_time)
|
|
|
+ times[label][2].append(tot_time)
|
|
|
+
|
|
|
+ print("users,batches,send_mean,send_stddev,fetch_mean,fetch_stddev,tot_mean,tot_stddev")
|
|
|
+ for k in sorted(times.keys()):
|
|
|
+ print(k[0], k[1], sep=',', end='')
|
|
|
+ for data in times[k]:
|
|
|
+ printstats(data)
|
|
|
+ print('')
|
|
|
+
|
