From 439cfc97a81f221daaf8ba13aa5daa87e8511047 Mon Sep 17 00:00:00 2001 From: Nat Goodspeed Date: Fri, 13 Sep 2024 16:32:04 -0400 Subject: Add script to compare a Frame Profile JSON stats file vs. baseline. Extract `latest_file()` logic replicated in profile_pretty.py and profile_csv.py out to logsdir.py, and use for new profile_cmp.py. --- scripts/perf/profile_cmp.py | 104 ++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 104 insertions(+) create mode 100644 scripts/perf/profile_cmp.py (limited to 'scripts/perf/profile_cmp.py') diff --git a/scripts/perf/profile_cmp.py b/scripts/perf/profile_cmp.py new file mode 100644 index 0000000000..9dbfa3145b --- /dev/null +++ b/scripts/perf/profile_cmp.py @@ -0,0 +1,104 @@ +#!/usr/bin/env python3 +"""\ +@file profile_cmp.py +@author Nat Goodspeed +@date 2024-09-13 +@brief Compare a frame profile stats file with a similar baseline file. + +$LicenseInfo:firstyear=2024&license=viewerlgpl$ +Copyright (c) 2024, Linden Research, Inc. +$/LicenseInfo$ +""" + +from datetime import datetime +import json +from logsdir import Error, latest_file, logsdir +from pathlib import Path +import sys + +# variance that's ignorable +DEFAULT_EPSILON = 0.03 # 3% + +def compare(baseline, test, epsilon=DEFAULT_EPSILON): + if Path(baseline).samefile(test): + print(f'{baseline} same as\n{test}\nAnalysis moot.') + return + + with open(baseline) as inf: + bdata = json.load(inf) + with open(test) as inf: + tdata = json.load(inf) + print(f'baseline {baseline}\ntestfile {test}') + + for k, tv in tdata['context'].items(): + bv = bdata['context'].get(k) + if bv != tv: + print(f'baseline {k}={bv} vs.\ntestfile {k}={tv}') + + btime = bdata['context'].get('time') + ttime = tdata['context'].get('time') + if btime and ttime: + print('testfile newer by', + datetime.fromisoformat(ttime) - datetime.fromisoformat(btime)) + + # The following ignores totals and unused shaders, except to the extent + # that some shaders were used in the baseline but not in the recent test + # or vice-versa. While the viewer considers that a shader has been used if + # 'binds' is nonzero, we exclude any whose 'time' is zero to avoid zero + # division. + bshaders = {s['name']: s for s in bdata['shaders'] if s['time'] and s['samples']} + tshaders = {s['name']: s for s in tdata['shaders'] if s['time']} + + bothshaders = set(bshaders).intersection(tshaders) + deltas = [] + for shader in bothshaders: + bshader = bshaders[shader] + tshader = tshaders[shader] + bthruput = bshader['samples']/bshader['time'] + tthruput = tshader['samples']/tshader['time'] + delta = (tthruput - bthruput)/bthruput + if abs(delta) > epsilon: + deltas.append((delta, shader, bthruput, tthruput)) + + # descending order of performance gain + deltas.sort(reverse=True) + print(f'{len(deltas)} shaders showed nontrivial performance differences ' + '(millon samples/sec):') + namelen = max(len(s[1]) for s in deltas) if deltas else 0 + for delta, shader, bthruput, tthruput in deltas: + print(f' {shader.rjust(namelen)} {delta*100:6.1f}% ' + f'{bthruput/1000000:8.2f} -> {tthruput/1000000:8.2f}') + + tunused = set(bshaders).difference(tshaders) + print(f'{len(tunused)} baseline shaders not used in test:') + for s in tunused: + print(f' {s}') + bunused = set(tshaders).difference(bshaders) + print(f'{len(bunused)} shaders newly used in test:') + for s in bunused: + print(f' {s}') + +def main(*raw_args): + from argparse import ArgumentParser + parser = ArgumentParser(description=""" +%(prog)s compares a baseline JSON file from Develop -> Render Tests -> Frame +Profile to another such file from a more recent test. It identifies shaders +that have gained and lost in throughput. +""") + parser.add_argument('-e', '--epsilon', type=float, default=int(DEFAULT_EPSILON*100), + help="""percent variance considered ignorable (default %(default)s%%)""") + parser.add_argument('baseline', + help="""baseline profile filename to compare against""") + parser.add_argument('test', nargs='?', + help="""test profile filename to compare + (default is most recent)""") + args = parser.parse_args(raw_args) + compare(args.baseline, + args.test or latest_file(logsdir(), 'profile.*.json'), + epsilon=(args.epsilon / 100.)) + +if __name__ == "__main__": + try: + sys.exit(main(*sys.argv[1:])) + except (Error, OSError, json.JSONDecodeError) as err: + sys.exit(str(err)) -- cgit v1.2.3