contrib/perf-utils/perf-revlog-write-plot.py
author timeless <timeless@mozdev.org>
Wed, 15 May 2019 10:54:36 -0400
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permissions -rwxr-xr-x
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#!/usr/bin/env python
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#
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#  Copyright 2018 Paul Morelle <Paul.Morelle@octobus.net>
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#
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# This software may be used and distributed according to the terms of the
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# GNU General Public License version 2 or any later version.
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#
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# This script use the output of `hg perfrevlogwrite -T json --details` to draw
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# various plot related to write performance in a revlog
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#
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# usage: perf-revlog-write-plot.py details.json
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from __future__ import absolute_import, print_function
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import json
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import re
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import numpy as np
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import scipy.signal
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from matplotlib import (
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    pyplot as plt,
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    ticker as mticker,
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)
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def plot(data, title=None):
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    items = {}
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    re_title = re.compile(r'^revisions #\d+ of \d+, rev (\d+)$')
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    for item in data:
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        m = re_title.match(item['title'])
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        if m is None:
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            continue
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        rev = int(m.group(1))
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        items[rev] = item
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    min_rev = min(items.keys())
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    max_rev = max(items.keys())
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    ary = np.empty((2, max_rev - min_rev + 1))
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    for rev, item in items.items():
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        ary[0][rev - min_rev] = rev
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        ary[1][rev - min_rev] = item['wall']
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    fig = plt.figure()
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    comb_plt = fig.add_subplot(211)
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    other_plt = fig.add_subplot(212)
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    comb_plt.plot(ary[0],
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                  np.cumsum(ary[1]),
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                  color='red',
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                  linewidth=1,
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                  label='comb')
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    plots = []
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    p = other_plt.plot(ary[0],
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                       ary[1],
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                       color='red',
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                       linewidth=1,
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                       label='wall')
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    plots.append(p)
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    colors = {
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        10: ('green', 'xkcd:grass green'),
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        100: ('blue', 'xkcd:bright blue'),
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        1000: ('purple', 'xkcd:dark pink'),
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    }
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    for n, color in colors.items():
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        avg_n = np.convolve(ary[1], np.full(n, 1. / n), 'valid')
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        p = other_plt.plot(ary[0][n - 1:],
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                           avg_n,
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                           color=color[0],
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                           linewidth=1,
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                           label='avg time last %d' % n)
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        plots.append(p)
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        med_n = scipy.signal.medfilt(ary[1], n + 1)
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        p = other_plt.plot(ary[0],
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                           med_n,
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                           color=color[1],
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                           linewidth=1,
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                           label='median time last %d' % n)
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        plots.append(p)
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    formatter = mticker.ScalarFormatter()
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    formatter.set_scientific(False)
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    formatter.set_useOffset(False)
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    comb_plt.grid()
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    comb_plt.xaxis.set_major_formatter(formatter)
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    comb_plt.legend()
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    other_plt.grid()
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    other_plt.xaxis.set_major_formatter(formatter)
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    leg = other_plt.legend()
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    leg2plot = {}
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    for legline, plot in zip(leg.get_lines(), plots):
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        legline.set_picker(5)
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        leg2plot[legline] = plot
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    def onpick(event):
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        legline = event.artist
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        plot = leg2plot[legline]
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        visible = not plot[0].get_visible()
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        for l in plot:
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            l.set_visible(visible)
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        if visible:
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            legline.set_alpha(1.0)
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        else:
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            legline.set_alpha(0.2)
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        fig.canvas.draw()
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    if title is not None:
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        fig.canvas.set_window_title(title)
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    fig.canvas.mpl_connect('pick_event', onpick)
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    plt.show()
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if __name__ == '__main__':
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    import sys
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    if len(sys.argv) > 1:
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        print('reading from %r' % sys.argv[1])
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        with open(sys.argv[1], 'r') as fp:
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            plot(json.load(fp), title=sys.argv[1])
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    else:
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        print('reading from stdin')
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        plot(json.load(sys.stdin))