From f58d93c0bf793ddc73967c066a0a817195b48dfc Mon Sep 17 00:00:00 2001 From: Kevin O'Connor Date: Mon, 31 Oct 2016 11:03:52 -0400 Subject: [PATCH] graphstats: Add new helper script that generates graphs of MCU load Signed-off-by: Kevin O'Connor --- scripts/graphstats.py | 85 +++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 85 insertions(+) create mode 100755 scripts/graphstats.py diff --git a/scripts/graphstats.py b/scripts/graphstats.py new file mode 100755 index 00000000..7fa1e901 --- /dev/null +++ b/scripts/graphstats.py @@ -0,0 +1,85 @@ +#!/usr/bin/env python +# Script to parse a logging file, extract the stats, and graph them +# +# Copyright (C) 2016 Kevin O'Connor +# +# This file may be distributed under the terms of the GNU GPLv3 license. +import optparse, datetime +import matplotlib.pyplot as plt, matplotlib.dates as mdates + +MAXBANDWIDTH=25000. +MAXBUFFER=5. + +def parse_log(logname): + f = open(logname, 'rb') + out = [] + for line in f: + parts = line.split() + if not parts or parts[0] != 'INFO:root:Stats': + #if parts and parts[0] == 'INFO:root:shutdown:': + # break + continue + keyparts = dict(p.split('=', 1) for p in parts[2:]) + keyparts['#sampletime'] = float(parts[1][:-1]) + out.append(keyparts) + f.close() + return out + +def plot_mcu(data, maxbw, outname): + # Generate data for plot + basetime = lasttime = data[0]['#sampletime'] + lastbw = float(data[0]['bytes_write']) + float(data[0]['bytes_retransmit']) + times = [] + bwdeltas = [] + loads = [] + hostbuffers = [] + for d in data: + st = d['#sampletime'] + timedelta = st - lasttime + if timedelta <= 0.: + continue + bw = float(d['bytes_write']) + float(d['bytes_retransmit']) + load = float(d['mcu_task_avg']) + 3*float(d['mcu_task_stddev']) + if st - basetime < 15.: + load = 0. + pt = float(d['print_time']) + hb = float(d['buffer_time']) + if pt <= 2*MAXBUFFER or hb >= MAXBUFFER: + hb = 0. + else: + hb = 100. * (MAXBUFFER - hb) / MAXBUFFER + hostbuffers.append(hb) + times.append(datetime.datetime.utcfromtimestamp(st)) + bwdeltas.append(100. * (bw - lastbw) / (maxbw * timedelta)) + loads.append(100. * load / .001) + lasttime = st + lastbw = bw + + # Build plot + fig, ax1 = plt.subplots() + ax1.set_title("MCU bandwidth and load utilization") + ax1.set_xlabel('Time (UTC)') + ax1.set_ylabel('Usage (%)') + ax1.plot_date(times, loads, 'r', label='MCU load') + ax1.plot_date(times, bwdeltas, 'g', label='Bandwidth') + #ax1.plot_date(times, hostbuffers, 'c', label='Host buffer') + ax1.legend() + ax1.xaxis.set_major_formatter(mdates.DateFormatter('%H:%M')) + #plt.gcf().autofmt_xdate() + ax1.grid(True) + plt.savefig(outname) + +def main(): + usage = "%prog [options] " + opts = optparse.OptionParser(usage) + options, args = opts.parse_args() + if len(args) != 2: + opts.error("Incorrect number of arguments") + logname, outname = args + data = parse_log(logname) + if not data: + return + plot_mcu(data, MAXBANDWIDTH, outname) + +if __name__ == '__main__': + main()