Noah Eisen
8 years ago
committed by
GitHub
commit
dae8854b7d
18 changed files with 1117 additions and 304 deletions
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# Copyright 2017, Google Inc. |
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# All rights reserved. |
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# |
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# Redistribution and use in source and binary forms, with or without |
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# modification, are permitted provided that the following conditions are |
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# met: |
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# |
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# * Redistributions of source code must retain the above copyright |
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# notice, this list of conditions and the following disclaimer. |
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# * Redistributions in binary form must reproduce the above |
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# copyright notice, this list of conditions and the following disclaimer |
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# in the documentation and/or other materials provided with the |
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# distribution. |
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# * Neither the name of Google Inc. nor the names of its |
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# contributors may be used to endorse or promote products derived from |
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# this software without specific prior written permission. |
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# |
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# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS |
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# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT |
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# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR |
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# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT |
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# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, |
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# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT |
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# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, |
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# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY |
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# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT |
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# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE |
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# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
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# |
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# This script is invoked by Jenkins and runs a diff on the qps drivers |
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set -ex |
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|
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# Enter the gRPC repo root |
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cd $(dirname $0)/../.. |
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|
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tools/run_tests/start_port_server.py |
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tools/profiling/qps/qps_diff.py -d origin/$ghprbTargetBranch |
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@ -0,0 +1,37 @@ |
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# Copyright 2017, Google Inc. |
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# All rights reserved. |
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# |
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# Redistribution and use in source and binary forms, with or without |
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# modification, are permitted provided that the following conditions are |
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# met: |
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# |
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# * Redistributions of source code must retain the above copyright |
||||
# notice, this list of conditions and the following disclaimer. |
||||
# * Redistributions in binary form must reproduce the above |
||||
# copyright notice, this list of conditions and the following disclaimer |
||||
# in the documentation and/or other materials provided with the |
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# distribution. |
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# * Neither the name of Google Inc. nor the names of its |
||||
# contributors may be used to endorse or promote products derived from |
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# this software without specific prior written permission. |
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# |
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# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS |
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# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT |
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# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR |
||||
# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT |
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# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, |
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# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT |
||||
# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, |
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# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY |
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# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT |
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# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE |
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# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
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# |
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# This script is invoked by Jenkins and runs a diff on bm_fullstack_trickle |
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set -ex |
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|
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# Enter the gRPC repo root |
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cd $(dirname $0)/../.. |
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|
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tools/run_tests/start_port_server.py |
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tools/profiling/microbenchmarks/bm_diff/bm_main.py -d origin/$ghprbTargetBranch -b bm_fullstack_trickle -l 4 -t cli_transport_stalls_per_iteration cli_stream_stalls_per_iteration svr_transport_stalls_per_iteration svr_stream_stalls_per_iteration --no-counters --pr_comment_name trickle |
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Microbenchmarks |
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==== |
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|
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This directory contains helper scripts for the microbenchmark suites. |
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@ -1,259 +0,0 @@ |
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#!/usr/bin/env python2.7 |
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# Copyright 2017, Google Inc. |
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# All rights reserved. |
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# |
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# Redistribution and use in source and binary forms, with or without |
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# modification, are permitted provided that the following conditions are |
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# met: |
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# |
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# * Redistributions of source code must retain the above copyright |
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# notice, this list of conditions and the following disclaimer. |
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# * Redistributions in binary form must reproduce the above |
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# copyright notice, this list of conditions and the following disclaimer |
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# in the documentation and/or other materials provided with the |
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# distribution. |
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# * Neither the name of Google Inc. nor the names of its |
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# contributors may be used to endorse or promote products derived from |
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# this software without specific prior written permission. |
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# |
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# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS |
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# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT |
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# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR |
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# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT |
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# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, |
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# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT |
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# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, |
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# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY |
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# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT |
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# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE |
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# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
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|
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import sys |
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import json |
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import bm_json |
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import tabulate |
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import argparse |
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from scipy import stats |
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import subprocess |
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import multiprocessing |
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import collections |
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import pipes |
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import os |
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sys.path.append(os.path.join(os.path.dirname(sys.argv[0]), '..', '..', 'run_tests', 'python_utils')) |
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import comment_on_pr |
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import jobset |
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import itertools |
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import speedup |
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import random |
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import shutil |
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import errno |
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|
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_INTERESTING = ( |
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'cpu_time', |
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'real_time', |
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'locks_per_iteration', |
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'allocs_per_iteration', |
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'writes_per_iteration', |
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'atm_cas_per_iteration', |
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'atm_add_per_iteration', |
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'cli_transport_stalls_per_iteration', |
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'cli_stream_stalls_per_iteration', |
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'svr_transport_stalls_per_iteration', |
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'svr_stream_stalls_per_iteration' |
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'nows_per_iteration', |
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) |
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|
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def changed_ratio(n, o): |
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if float(o) <= .0001: o = 0 |
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if float(n) <= .0001: n = 0 |
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if o == 0 and n == 0: return 0 |
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if o == 0: return 100 |
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return (float(n)-float(o))/float(o) |
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|
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def median(ary): |
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ary = sorted(ary) |
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n = len(ary) |
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if n%2 == 0: |
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return (ary[n/2] + ary[n/2+1]) / 2.0 |
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else: |
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return ary[n/2] |
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|
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def min_change(pct): |
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return lambda n, o: abs(changed_ratio(n,o)) > pct/100.0 |
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|
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_AVAILABLE_BENCHMARK_TESTS = ['bm_fullstack_unary_ping_pong', |
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'bm_fullstack_streaming_ping_pong', |
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'bm_fullstack_streaming_pump', |
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'bm_closure', |
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'bm_cq', |
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'bm_call_create', |
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'bm_error', |
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'bm_chttp2_hpack', |
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'bm_chttp2_transport', |
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'bm_pollset', |
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'bm_metadata', |
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'bm_fullstack_trickle'] |
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|
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argp = argparse.ArgumentParser(description='Perform diff on microbenchmarks') |
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argp.add_argument('-t', '--track', |
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choices=sorted(_INTERESTING), |
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nargs='+', |
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default=sorted(_INTERESTING), |
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help='Which metrics to track') |
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argp.add_argument('-b', '--benchmarks', nargs='+', choices=_AVAILABLE_BENCHMARK_TESTS, default=['bm_cq']) |
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argp.add_argument('-d', '--diff_base', type=str) |
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argp.add_argument('-r', '--repetitions', type=int, default=1) |
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argp.add_argument('-l', '--loops', type=int, default=20) |
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argp.add_argument('-j', '--jobs', type=int, default=multiprocessing.cpu_count()) |
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args = argp.parse_args() |
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|
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assert args.diff_base |
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|
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def avg(lst): |
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sum = 0.0 |
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n = 0.0 |
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for el in lst: |
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sum += el |
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n += 1 |
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return sum / n |
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|
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def make_cmd(cfg): |
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return ['make'] + args.benchmarks + [ |
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'CONFIG=%s' % cfg, '-j', '%d' % args.jobs] |
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|
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def build(dest): |
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shutil.rmtree('bm_diff_%s' % dest, ignore_errors=True) |
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subprocess.check_call(['git', 'submodule', 'update']) |
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try: |
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subprocess.check_call(make_cmd('opt')) |
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subprocess.check_call(make_cmd('counters')) |
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except subprocess.CalledProcessError, e: |
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subprocess.check_call(['make', 'clean']) |
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subprocess.check_call(make_cmd('opt')) |
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subprocess.check_call(make_cmd('counters')) |
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os.rename('bins', 'bm_diff_%s' % dest) |
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|
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def collect1(bm, cfg, ver, idx): |
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cmd = ['bm_diff_%s/%s/%s' % (ver, cfg, bm), |
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'--benchmark_out=%s.%s.%s.%d.json' % (bm, cfg, ver, idx), |
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'--benchmark_out_format=json', |
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'--benchmark_repetitions=%d' % (args.repetitions) |
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] |
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return jobset.JobSpec(cmd, shortname='%s %s %s %d/%d' % (bm, cfg, ver, idx+1, args.loops), |
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verbose_success=True, timeout_seconds=None) |
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|
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build('new') |
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|
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where_am_i = subprocess.check_output(['git', 'rev-parse', '--abbrev-ref', 'HEAD']).strip() |
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subprocess.check_call(['git', 'checkout', args.diff_base]) |
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try: |
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build('old') |
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finally: |
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subprocess.check_call(['git', 'checkout', where_am_i]) |
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subprocess.check_call(['git', 'submodule', 'update']) |
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|
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jobs = [] |
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for loop in range(0, args.loops): |
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jobs.extend(x for x in itertools.chain( |
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(collect1(bm, 'opt', 'new', loop) for bm in args.benchmarks), |
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(collect1(bm, 'counters', 'new', loop) for bm in args.benchmarks), |
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(collect1(bm, 'opt', 'old', loop) for bm in args.benchmarks), |
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(collect1(bm, 'counters', 'old', loop) for bm in args.benchmarks), |
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)) |
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random.shuffle(jobs, random.SystemRandom().random) |
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|
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jobset.run(jobs, maxjobs=args.jobs) |
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|
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class Benchmark: |
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|
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def __init__(self): |
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self.samples = { |
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True: collections.defaultdict(list), |
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False: collections.defaultdict(list) |
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} |
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self.final = {} |
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|
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def add_sample(self, data, new): |
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for f in args.track: |
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if f in data: |
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self.samples[new][f].append(float(data[f])) |
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|
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def process(self): |
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for f in sorted(args.track): |
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new = self.samples[True][f] |
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old = self.samples[False][f] |
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if not new or not old: continue |
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mdn_diff = abs(median(new) - median(old)) |
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print '%s: new=%r old=%r mdn_diff=%r' % (f, new, old, mdn_diff) |
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s = speedup.speedup(new, old) |
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if abs(s) > 3 and mdn_diff > 0.5: |
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self.final[f] = '%+d%%' % s |
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return self.final.keys() |
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|
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def skip(self): |
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return not self.final |
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|
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def row(self, flds): |
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return [self.final[f] if f in self.final else '' for f in flds] |
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|
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|
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def eintr_be_gone(fn): |
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"""Run fn until it doesn't stop because of EINTR""" |
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while True: |
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try: |
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return fn() |
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except IOError, e: |
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if e.errno != errno.EINTR: |
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raise |
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|
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|
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def read_json(filename): |
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try: |
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with open(filename) as f: return json.loads(f.read()) |
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except ValueError, e: |
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return None |
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|
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|
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def finalize(): |
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benchmarks = collections.defaultdict(Benchmark) |
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|
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for bm in args.benchmarks: |
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for loop in range(0, args.loops): |
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js_new_ctr = read_json('%s.counters.new.%d.json' % (bm, loop)) |
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js_new_opt = read_json('%s.opt.new.%d.json' % (bm, loop)) |
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js_old_ctr = read_json('%s.counters.old.%d.json' % (bm, loop)) |
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js_old_opt = read_json('%s.opt.old.%d.json' % (bm, loop)) |
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|
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if js_new_ctr: |
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for row in bm_json.expand_json(js_new_ctr, js_new_opt): |
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print row |
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name = row['cpp_name'] |
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if name.endswith('_mean') or name.endswith('_stddev'): continue |
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benchmarks[name].add_sample(row, True) |
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if js_old_ctr: |
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for row in bm_json.expand_json(js_old_ctr, js_old_opt): |
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print row |
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name = row['cpp_name'] |
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if name.endswith('_mean') or name.endswith('_stddev'): continue |
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benchmarks[name].add_sample(row, False) |
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|
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really_interesting = set() |
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for name, bm in benchmarks.items(): |
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print name |
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really_interesting.update(bm.process()) |
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fields = [f for f in args.track if f in really_interesting] |
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|
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headers = ['Benchmark'] + fields |
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rows = [] |
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for name in sorted(benchmarks.keys()): |
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if benchmarks[name].skip(): continue |
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rows.append([name] + benchmarks[name].row(fields)) |
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if rows: |
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text = 'Performance differences noted:\n' + tabulate.tabulate(rows, headers=headers, floatfmt='+.2f') |
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else: |
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text = 'No significant performance differences' |
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print text |
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comment_on_pr.comment_on_pr('```\n%s\n```' % text) |
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|
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|
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eintr_be_gone(finalize) |
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@ -0,0 +1,115 @@ |
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The bm_diff Family |
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==== |
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|
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This family of python scripts can be incredibly useful for fast iteration over |
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different performance tweaks. The tools allow you to save performance data from |
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a baseline commit, then quickly compare data from your working branch to that |
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baseline data to see if you have made any performance wins. |
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|
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The tools operate with three concrete steps, which can be invoked separately, |
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or all together via the driver script, bm_main.py. This readme will describe |
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the typical workflow for these scripts, then it will include sections on the |
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details of every script for advanced usage. |
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|
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## Normal Workflow |
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|
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Let's say you are working on a performance optimization for grpc_error. You have |
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made some significant changes and want to see some data. From your branch, run |
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(ensure everything is committed first): |
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|
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`tools/profiling/microbenchmarks/bm_diff/bm_main.py -b bm_error -l 5 -d master` |
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|
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This will build the `bm_error` binary on your branch, and then it will checkout |
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master and build it there too. It will then run these benchmarks 5 times each. |
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Lastly it will compute the statistically significant performance differences |
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between the two branches. This should show the nice performance wins your |
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changes have made. |
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|
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If you have already invoked bm_main with `-d master`, you should instead use |
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`-o` for subsequent runs. This allows the script to skip re-building and |
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re-running the unchanged master branch. For example: |
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|
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`tools/profiling/microbenchmarks/bm_diff/bm_main.py -b bm_error -l 5 -o` |
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|
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This will only build and run `bm_error` on your branch. It will then compare |
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the output to the saved runs from master. |
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|
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## Advanced Workflow |
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|
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If you have a deeper knowledge of these scripts, you can use them to do more |
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fine tuned benchmark comparisons. For example, you could build, run, and save |
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the benchmark output from two different base branches. Then you could diff both |
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of these baselines against your working branch to see how the different metrics |
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change. The rest of this doc goes over the details of what each of the |
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individual modules accomplishes. |
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|
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## bm_build.py |
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|
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This scrips builds the benchmarks. It takes in a name parameter, and will |
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store the binaries based on that. Both `opt` and `counter` configurations |
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will be used. The `opt` is used to get cpu_time and real_time, and the |
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`counters` build is used to track other metrics like allocs, atomic adds, |
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etc etc etc. |
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|
||||
For example, if you were to invoke (we assume everything is run from the |
||||
root of the repo): |
||||
|
||||
`tools/profiling/microbenchmarks/bm_diff/bm_build.py -b bm_error -n baseline` |
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|
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then the microbenchmark binaries will show up under |
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`bm_diff_baseline/{opt,counters}/bm_error` |
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|
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## bm_run.py |
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|
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This script runs the benchmarks. It takes a name parameter that must match the |
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name that was passed to `bm_build.py`. The script then runs the benchmark |
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multiple times (default is 20, can be toggled via the loops parameter). The |
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output is saved as `<benchmark name>.<config>.<name>.<loop idx>.json` |
||||
|
||||
For example, if you were to run: |
||||
|
||||
`tools/profiling/microbenchmarks/bm_diff/bm_run.py -b bm_error -b baseline -l 5` |
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|
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Then an example output file would be `bm_error.opt.baseline.0.json` |
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|
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## bm_diff.py |
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|
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This script takes in the output from two benchmark runs, computes the diff |
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between them, and prints any significant improvements or regressions. It takes |
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in two name parameters, old and new. These must have previously been built and |
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run. |
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|
||||
For example, assuming you had already built and run a 'baseline' microbenchmark |
||||
from master, and then you also built and ran a 'current' microbenchmark from |
||||
the branch you were working on, you could invoke: |
||||
|
||||
`tools/profiling/microbenchmarks/bm_diff/bm_diff.py -b bm_error -o baseline -n current -l 5` |
||||
|
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This would output the percent difference between your branch and master. |
||||
|
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## bm_main.py |
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|
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This is the driver script. It uses the previous three modules and does |
||||
everything for you. You pass in the benchmarks to be run, the number of loops, |
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number of CPUs to use, and the commit to compare to. Then the script will: |
||||
* Build the benchmarks at head, then checkout the branch to compare to and |
||||
build the benchmarks there |
||||
* Run both sets of microbenchmarks |
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* Run bm_diff.py to compare the two, outputs the difference. |
||||
|
||||
For example, one might run: |
||||
|
||||
`tools/profiling/microbenchmarks/bm_diff/bm_main.py -b bm_error -l 5 -d master` |
||||
|
||||
This would compare the current branch's error benchmarks to master. |
||||
|
||||
This script is invoked by our infrastructure on every PR to protect against |
||||
regressions and demonstrate performance wins. |
||||
|
||||
However, if you are iterating over different performance tweaks quickly, it is |
||||
unnecessary to build and run the baseline commit every time. That is why we |
||||
provide a different flag in case you are sure that the baseline benchmark has |
||||
already been built and run. In that case use the --old flag to pass in the name |
||||
of the baseline. This will only build and run the current branch. For example: |
||||
|
||||
`tools/profiling/microbenchmarks/bm_diff/bm_main.py -b bm_error -l 5 -o old` |
||||
@ -0,0 +1,93 @@ |
||||
# Copyright 2017, Google Inc. |
||||
# All rights reserved. |
||||
# |
||||
# Redistribution and use in source and binary forms, with or without |
||||
# modification, are permitted provided that the following conditions are |
||||
# met: |
||||
# |
||||
# * Redistributions of source code must retain the above copyright |
||||
# notice, this list of conditions and the following disclaimer. |
||||
# * Redistributions in binary form must reproduce the above |
||||
# copyright notice, this list of conditions and the following disclaimer |
||||
# in the documentation and/or other materials provided with the |
||||
# distribution. |
||||
# * Neither the name of Google Inc. nor the names of its |
||||
# contributors may be used to endorse or promote products derived from |
||||
# this software without specific prior written permission. |
||||
# |
||||
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS |
||||
# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT |
||||
# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR |
||||
# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT |
||||
# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, |
||||
# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT |
||||
# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, |
||||
# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY |
||||
# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT |
||||
# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE |
||||
# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
||||
|
||||
""" Python utility to build opt and counters benchmarks """ |
||||
|
||||
import bm_constants |
||||
|
||||
import argparse |
||||
import subprocess |
||||
import multiprocessing |
||||
import os |
||||
import shutil |
||||
|
||||
|
||||
def _args(): |
||||
argp = argparse.ArgumentParser(description='Builds microbenchmarks') |
||||
argp.add_argument( |
||||
'-b', |
||||
'--benchmarks', |
||||
nargs='+', |
||||
choices=bm_constants._AVAILABLE_BENCHMARK_TESTS, |
||||
default=bm_constants._AVAILABLE_BENCHMARK_TESTS, |
||||
help='Which benchmarks to build') |
||||
argp.add_argument( |
||||
'-j', |
||||
'--jobs', |
||||
type=int, |
||||
default=multiprocessing.cpu_count(), |
||||
help='How many CPUs to dedicate to this task') |
||||
argp.add_argument( |
||||
'-n', |
||||
'--name', |
||||
type=str, |
||||
help='Unique name of this build. To be used as a handle to pass to the other bm* scripts' |
||||
) |
||||
argp.add_argument('--counters', dest='counters', action='store_true') |
||||
argp.add_argument('--no-counters', dest='counters', action='store_false') |
||||
argp.set_defaults(counters=True) |
||||
args = argp.parse_args() |
||||
assert args.name |
||||
return args |
||||
|
||||
|
||||
def _make_cmd(cfg, benchmarks, jobs): |
||||
return ['make'] + benchmarks + ['CONFIG=%s' % cfg, '-j', '%d' % jobs] |
||||
|
||||
|
||||
def build(name, benchmarks, jobs, counters): |
||||
shutil.rmtree('bm_diff_%s' % name, ignore_errors=True) |
||||
subprocess.check_call(['git', 'submodule', 'update']) |
||||
try: |
||||
subprocess.check_call(_make_cmd('opt', benchmarks, jobs)) |
||||
if counters: |
||||
subprocess.check_call(_make_cmd('counters', benchmarks, jobs)) |
||||
except subprocess.CalledProcessError, e: |
||||
subprocess.check_call(['make', 'clean']) |
||||
subprocess.check_call(_make_cmd('opt', benchmarks, jobs)) |
||||
if counters: |
||||
subprocess.check_call(_make_cmd('counters', benchmarks, jobs)) |
||||
os.rename( |
||||
'bins', |
||||
'bm_diff_%s' % name,) |
||||
|
||||
|
||||
if __name__ == '__main__': |
||||
args = _args() |
||||
build(args.name, args.benchmarks, args.jobs, args.counters) |
||||
@ -0,0 +1,44 @@ |
||||
# Copyright 2017, Google Inc. |
||||
# All rights reserved. |
||||
# |
||||
# Redistribution and use in source and binary forms, with or without |
||||
# modification, are permitted provided that the following conditions are |
||||
# met: |
||||
# |
||||
# * Redistributions of source code must retain the above copyright |
||||
# notice, this list of conditions and the following disclaimer. |
||||
# * Redistributions in binary form must reproduce the above |
||||
# copyright notice, this list of conditions and the following disclaimer |
||||
# in the documentation and/or other materials provided with the |
||||
# distribution. |
||||
# * Neither the name of Google Inc. nor the names of its |
||||
# contributors may be used to endorse or promote products derived from |
||||
# this software without specific prior written permission. |
||||
# |
||||
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS |
||||
# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT |
||||
# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR |
||||
# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT |
||||
# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, |
||||
# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT |
||||
# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, |
||||
# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY |
||||
# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT |
||||
# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE |
||||
# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
||||
|
||||
""" Configurable constants for the bm_*.py family """ |
||||
|
||||
_AVAILABLE_BENCHMARK_TESTS = [ |
||||
'bm_fullstack_unary_ping_pong', 'bm_fullstack_streaming_ping_pong', |
||||
'bm_fullstack_streaming_pump', 'bm_closure', 'bm_cq', 'bm_call_create', |
||||
'bm_error', 'bm_chttp2_hpack', 'bm_chttp2_transport', 'bm_pollset', |
||||
'bm_metadata', 'bm_fullstack_trickle' |
||||
] |
||||
|
||||
_INTERESTING = ('cpu_time', 'real_time', 'locks_per_iteration', |
||||
'allocs_per_iteration', 'writes_per_iteration', |
||||
'atm_cas_per_iteration', 'atm_add_per_iteration', |
||||
'nows_per_iteration', 'cli_transport_stalls_per_iteration', |
||||
'cli_stream_stalls_per_iteration', 'svr_transport_stalls_per_iteration', |
||||
'svr_stream_stalls_per_iteration',) |
||||
@ -0,0 +1,229 @@ |
||||
# Copyright 2017, Google Inc. |
||||
# All rights reserved. |
||||
# |
||||
# Redistribution and use in source and binary forms, with or without |
||||
# modification, are permitted provided that the following conditions are |
||||
# met: |
||||
# |
||||
# * Redistributions of source code must retain the above copyright |
||||
# notice, this list of conditions and the following disclaimer. |
||||
# * Redistributions in binary form must reproduce the above |
||||
# copyright notice, this list of conditions and the following disclaimer |
||||
# in the documentation and/or other materials provided with the |
||||
# distribution. |
||||
# * Neither the name of Google Inc. nor the names of its |
||||
# contributors may be used to endorse or promote products derived from |
||||
# this software without specific prior written permission. |
||||
# |
||||
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS |
||||
# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT |
||||
# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR |
||||
# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT |
||||
# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, |
||||
# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT |
||||
# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, |
||||
# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY |
||||
# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT |
||||
# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE |
||||
# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
||||
""" Computes the diff between two bm runs and outputs significant results """ |
||||
|
||||
import bm_constants |
||||
import bm_speedup |
||||
|
||||
import sys |
||||
import os |
||||
|
||||
sys.path.append(os.path.join(os.path.dirname(sys.argv[0]), '..')) |
||||
import bm_json |
||||
|
||||
import json |
||||
import tabulate |
||||
import argparse |
||||
import collections |
||||
import subprocess |
||||
|
||||
verbose = False |
||||
|
||||
|
||||
def _median(ary): |
||||
assert (len(ary)) |
||||
ary = sorted(ary) |
||||
n = len(ary) |
||||
if n % 2 == 0: |
||||
return (ary[(n - 1) / 2] + ary[(n - 1) / 2 + 1]) / 2.0 |
||||
else: |
||||
return ary[n / 2] |
||||
|
||||
|
||||
def _args(): |
||||
argp = argparse.ArgumentParser( |
||||
description='Perform diff on microbenchmarks') |
||||
argp.add_argument( |
||||
'-t', |
||||
'--track', |
||||
choices=sorted(bm_constants._INTERESTING), |
||||
nargs='+', |
||||
default=sorted(bm_constants._INTERESTING), |
||||
help='Which metrics to track') |
||||
argp.add_argument( |
||||
'-b', |
||||
'--benchmarks', |
||||
nargs='+', |
||||
choices=bm_constants._AVAILABLE_BENCHMARK_TESTS, |
||||
default=bm_constants._AVAILABLE_BENCHMARK_TESTS, |
||||
help='Which benchmarks to run') |
||||
argp.add_argument( |
||||
'-l', |
||||
'--loops', |
||||
type=int, |
||||
default=20, |
||||
help='Number of times to loops the benchmarks. Must match what was passed to bm_run.py' |
||||
) |
||||
argp.add_argument('--counters', dest='counters', action='store_true') |
||||
argp.add_argument('--no-counters', dest='counters', action='store_false') |
||||
argp.set_defaults(counters=True) |
||||
argp.add_argument('-n', '--new', type=str, help='New benchmark name') |
||||
argp.add_argument('-o', '--old', type=str, help='Old benchmark name') |
||||
argp.add_argument( |
||||
'-v', '--verbose', type=bool, help='Print details of before/after') |
||||
args = argp.parse_args() |
||||
global verbose |
||||
if args.verbose: verbose = True |
||||
assert args.new |
||||
assert args.old |
||||
return args |
||||
|
||||
|
||||
def _maybe_print(str): |
||||
if verbose: print str |
||||
|
||||
|
||||
class Benchmark: |
||||
|
||||
def __init__(self): |
||||
self.samples = { |
||||
True: collections.defaultdict(list), |
||||
False: collections.defaultdict(list) |
||||
} |
||||
self.final = {} |
||||
|
||||
def add_sample(self, track, data, new): |
||||
for f in track: |
||||
if f in data: |
||||
self.samples[new][f].append(float(data[f])) |
||||
|
||||
def process(self, track, new_name, old_name): |
||||
for f in sorted(track): |
||||
new = self.samples[True][f] |
||||
old = self.samples[False][f] |
||||
if not new or not old: continue |
||||
mdn_diff = abs(_median(new) - _median(old)) |
||||
_maybe_print('%s: %s=%r %s=%r mdn_diff=%r' % |
||||
(f, new_name, new, old_name, old, mdn_diff)) |
||||
s = bm_speedup.speedup(new, old, 1e-5) |
||||
if abs(s) > 3: |
||||
if mdn_diff > 0.5 or 'trickle' in f: |
||||
self.final[f] = '%+d%%' % s |
||||
return self.final.keys() |
||||
|
||||
def skip(self): |
||||
return not self.final |
||||
|
||||
def row(self, flds): |
||||
return [self.final[f] if f in self.final else '' for f in flds] |
||||
|
||||
|
||||
def _read_json(filename, badjson_files, nonexistant_files): |
||||
stripped = ".".join(filename.split(".")[:-2]) |
||||
try: |
||||
with open(filename) as f: |
||||
r = f.read(); |
||||
return json.loads(r) |
||||
except IOError, e: |
||||
if stripped in nonexistant_files: |
||||
nonexistant_files[stripped] += 1 |
||||
else: |
||||
nonexistant_files[stripped] = 1 |
||||
return None |
||||
except ValueError, e: |
||||
print r |
||||
if stripped in badjson_files: |
||||
badjson_files[stripped] += 1 |
||||
else: |
||||
badjson_files[stripped] = 1 |
||||
return None |
||||
|
||||
def fmt_dict(d): |
||||
return ''.join([" " + k + ": " + str(d[k]) + "\n" for k in d]) |
||||
|
||||
def diff(bms, loops, track, old, new, counters): |
||||
benchmarks = collections.defaultdict(Benchmark) |
||||
|
||||
badjson_files = {} |
||||
nonexistant_files = {} |
||||
for bm in bms: |
||||
for loop in range(0, loops): |
||||
for line in subprocess.check_output( |
||||
['bm_diff_%s/opt/%s' % (old, bm), |
||||
'--benchmark_list_tests']).splitlines(): |
||||
stripped_line = line.strip().replace("/", "_").replace( |
||||
"<", "_").replace(">", "_").replace(", ", "_") |
||||
js_new_opt = _read_json('%s.%s.opt.%s.%d.json' % |
||||
(bm, stripped_line, new, loop), |
||||
badjson_files, nonexistant_files) |
||||
js_old_opt = _read_json('%s.%s.opt.%s.%d.json' % |
||||
(bm, stripped_line, old, loop), |
||||
badjson_files, nonexistant_files) |
||||
if counters: |
||||
js_new_ctr = _read_json('%s.%s.counters.%s.%d.json' % |
||||
(bm, stripped_line, new, loop), |
||||
badjson_files, nonexistant_files) |
||||
js_old_ctr = _read_json('%s.%s.counters.%s.%d.json' % |
||||
(bm, stripped_line, old, loop), |
||||
badjson_files, nonexistant_files) |
||||
else: |
||||
js_new_ctr = None |
||||
js_old_ctr = None |
||||
|
||||
for row in bm_json.expand_json(js_new_ctr, js_new_opt): |
||||
name = row['cpp_name'] |
||||
if name.endswith('_mean') or name.endswith('_stddev'): |
||||
continue |
||||
benchmarks[name].add_sample(track, row, True) |
||||
for row in bm_json.expand_json(js_old_ctr, js_old_opt): |
||||
name = row['cpp_name'] |
||||
if name.endswith('_mean') or name.endswith('_stddev'): |
||||
continue |
||||
benchmarks[name].add_sample(track, row, False) |
||||
|
||||
really_interesting = set() |
||||
for name, bm in benchmarks.items(): |
||||
_maybe_print(name) |
||||
really_interesting.update(bm.process(track, new, old)) |
||||
fields = [f for f in track if f in really_interesting] |
||||
|
||||
headers = ['Benchmark'] + fields |
||||
rows = [] |
||||
for name in sorted(benchmarks.keys()): |
||||
if benchmarks[name].skip(): continue |
||||
rows.append([name] + benchmarks[name].row(fields)) |
||||
note = None |
||||
if len(badjson_files): |
||||
note = 'Corrupt JSON data (indicates timeout or crash): \n%s' % fmt_dict(badjson_files) |
||||
if len(nonexistant_files): |
||||
if note: |
||||
note += '\n\nMissing files (indicates new benchmark): \n%s' % fmt_dict(nonexistant_files) |
||||
else: |
||||
note = '\n\nMissing files (indicates new benchmark): \n%s' % fmt_dict(nonexistant_files) |
||||
if rows: |
||||
return tabulate.tabulate(rows, headers=headers, floatfmt='+.2f'), note |
||||
else: |
||||
return None, note |
||||
|
||||
|
||||
if __name__ == '__main__': |
||||
args = _args() |
||||
diff, note = diff(args.benchmarks, args.loops, args.track, args.old, |
||||
args.new, args.counters) |
||||
print('%s\n%s' % (note, diff if diff else "No performance differences")) |
||||
@ -0,0 +1,160 @@ |
||||
#!/usr/bin/env python2.7 |
||||
# |
||||
# Copyright 2017, Google Inc. |
||||
# All rights reserved. |
||||
# |
||||
# Redistribution and use in source and binary forms, with or without |
||||
# modification, are permitted provided that the following conditions are |
||||
# met: |
||||
# |
||||
# * Redistributions of source code must retain the above copyright |
||||
# notice, this list of conditions and the following disclaimer. |
||||
# * Redistributions in binary form must reproduce the above |
||||
# copyright notice, this list of conditions and the following disclaimer |
||||
# in the documentation and/or other materials provided with the |
||||
# distribution. |
||||
# * Neither the name of Google Inc. nor the names of its |
||||
# contributors may be used to endorse or promote products derived from |
||||
# this software without specific prior written permission. |
||||
# |
||||
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS |
||||
# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT |
||||
# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR |
||||
# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT |
||||
# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, |
||||
# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT |
||||
# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, |
||||
# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY |
||||
# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT |
||||
# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE |
||||
# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
||||
|
||||
""" Runs the entire bm_*.py pipeline, and possible comments on the PR """ |
||||
|
||||
import bm_constants |
||||
import bm_build |
||||
import bm_run |
||||
import bm_diff |
||||
|
||||
import sys |
||||
import os |
||||
import argparse |
||||
import multiprocessing |
||||
import subprocess |
||||
|
||||
sys.path.append( |
||||
os.path.join( |
||||
os.path.dirname(sys.argv[0]), '..', '..', 'run_tests', 'python_utils')) |
||||
import comment_on_pr |
||||
|
||||
|
||||
def _args(): |
||||
argp = argparse.ArgumentParser( |
||||
description='Perform diff on microbenchmarks') |
||||
argp.add_argument( |
||||
'-t', |
||||
'--track', |
||||
choices=sorted(bm_constants._INTERESTING), |
||||
nargs='+', |
||||
default=sorted(bm_constants._INTERESTING), |
||||
help='Which metrics to track') |
||||
argp.add_argument( |
||||
'-b', |
||||
'--benchmarks', |
||||
nargs='+', |
||||
choices=bm_constants._AVAILABLE_BENCHMARK_TESTS, |
||||
default=bm_constants._AVAILABLE_BENCHMARK_TESTS, |
||||
help='Which benchmarks to run') |
||||
argp.add_argument( |
||||
'-d', |
||||
'--diff_base', |
||||
type=str, |
||||
help='Commit or branch to compare the current one to') |
||||
argp.add_argument( |
||||
'-o', |
||||
'--old', |
||||
default='old', |
||||
type=str, |
||||
help='Name of baseline run to compare to. Ususally just called "old"') |
||||
argp.add_argument( |
||||
'-r', |
||||
'--repetitions', |
||||
type=int, |
||||
default=1, |
||||
help='Number of repetitions to pass to the benchmarks') |
||||
argp.add_argument( |
||||
'-l', |
||||
'--loops', |
||||
type=int, |
||||
default=20, |
||||
help='Number of times to loops the benchmarks. More loops cuts down on noise' |
||||
) |
||||
argp.add_argument( |
||||
'-j', |
||||
'--jobs', |
||||
type=int, |
||||
default=multiprocessing.cpu_count(), |
||||
help='Number of CPUs to use') |
||||
argp.add_argument( |
||||
'--pr_comment_name', |
||||
type=str, |
||||
default="microbenchmarks", |
||||
help='Name that Jenkins will use to commen on the PR') |
||||
argp.add_argument('--counters', dest='counters', action='store_true') |
||||
argp.add_argument('--no-counters', dest='counters', action='store_false') |
||||
argp.set_defaults(counters=True) |
||||
args = argp.parse_args() |
||||
assert args.diff_base or args.old, "One of diff_base or old must be set!" |
||||
if args.loops < 3: |
||||
print "WARNING: This run will likely be noisy. Increase loops." |
||||
return args |
||||
|
||||
|
||||
def eintr_be_gone(fn): |
||||
"""Run fn until it doesn't stop because of EINTR""" |
||||
|
||||
def inner(*args): |
||||
while True: |
||||
try: |
||||
return fn(*args) |
||||
except IOError, e: |
||||
if e.errno != errno.EINTR: |
||||
raise |
||||
|
||||
return inner |
||||
|
||||
|
||||
def main(args): |
||||
|
||||
bm_build.build('new', args.benchmarks, args.jobs, args.counters) |
||||
|
||||
old = args.old |
||||
if args.diff_base: |
||||
old = 'old' |
||||
where_am_i = subprocess.check_output( |
||||
['git', 'rev-parse', '--abbrev-ref', 'HEAD']).strip() |
||||
subprocess.check_call(['git', 'checkout', args.diff_base]) |
||||
try: |
||||
bm_build.build(old, args.benchmarks, args.jobs, args.counters) |
||||
finally: |
||||
subprocess.check_call(['git', 'checkout', where_am_i]) |
||||
subprocess.check_call(['git', 'submodule', 'update']) |
||||
|
||||
bm_run.run('new', args.benchmarks, args.jobs, args.loops, args.repetitions, args.counters) |
||||
bm_run.run(old, args.benchmarks, args.jobs, args.loops, args.repetitions, args.counters) |
||||
|
||||
diff, note = bm_diff.diff(args.benchmarks, args.loops, args.track, old, |
||||
'new', args.counters) |
||||
if diff: |
||||
text = '[%s] Performance differences noted:\n%s' % (args.pr_comment_name, diff) |
||||
else: |
||||
text = '[%s] No significant performance differences' % args.pr_comment_name |
||||
if note: |
||||
text = note + '\n\n' + text |
||||
print('%s' % text) |
||||
comment_on_pr.comment_on_pr('```\n%s\n```' % text) |
||||
|
||||
|
||||
if __name__ == '__main__': |
||||
args = _args() |
||||
main(args) |
||||
@ -0,0 +1,130 @@ |
||||
# Copyright 2017, Google Inc. |
||||
# All rights reserved. |
||||
# |
||||
# Redistribution and use in source and binary forms, with or without |
||||
# modification, are permitted provided that the following conditions are |
||||
# met: |
||||
# |
||||
# * Redistributions of source code must retain the above copyright |
||||
# notice, this list of conditions and the following disclaimer. |
||||
# * Redistributions in binary form must reproduce the above |
||||
# copyright notice, this list of conditions and the following disclaimer |
||||
# in the documentation and/or other materials provided with the |
||||
# distribution. |
||||
# * Neither the name of Google Inc. nor the names of its |
||||
# contributors may be used to endorse or promote products derived from |
||||
# this software without specific prior written permission. |
||||
# |
||||
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS |
||||
# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT |
||||
# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR |
||||
# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT |
||||
# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, |
||||
# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT |
||||
# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, |
||||
# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY |
||||
# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT |
||||
# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE |
||||
# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
||||
|
||||
""" Python utility to run opt and counters benchmarks and save json output """ |
||||
|
||||
import bm_constants |
||||
|
||||
import argparse |
||||
import subprocess |
||||
import multiprocessing |
||||
import random |
||||
import itertools |
||||
import sys |
||||
import os |
||||
|
||||
sys.path.append( |
||||
os.path.join( |
||||
os.path.dirname(sys.argv[0]), '..', '..', '..', 'run_tests', |
||||
'python_utils')) |
||||
import jobset |
||||
|
||||
|
||||
def _args(): |
||||
argp = argparse.ArgumentParser(description='Runs microbenchmarks') |
||||
argp.add_argument( |
||||
'-b', |
||||
'--benchmarks', |
||||
nargs='+', |
||||
choices=bm_constants._AVAILABLE_BENCHMARK_TESTS, |
||||
default=bm_constants._AVAILABLE_BENCHMARK_TESTS, |
||||
help='Benchmarks to run') |
||||
argp.add_argument( |
||||
'-j', |
||||
'--jobs', |
||||
type=int, |
||||
default=multiprocessing.cpu_count(), |
||||
help='Number of CPUs to use') |
||||
argp.add_argument( |
||||
'-n', |
||||
'--name', |
||||
type=str, |
||||
help='Unique name of the build to run. Needs to match the handle passed to bm_build.py' |
||||
) |
||||
argp.add_argument( |
||||
'-r', |
||||
'--repetitions', |
||||
type=int, |
||||
default=1, |
||||
help='Number of repetitions to pass to the benchmarks') |
||||
argp.add_argument( |
||||
'-l', |
||||
'--loops', |
||||
type=int, |
||||
default=20, |
||||
help='Number of times to loops the benchmarks. More loops cuts down on noise' |
||||
) |
||||
argp.add_argument('--counters', dest='counters', action='store_true') |
||||
argp.add_argument('--no-counters', dest='counters', action='store_false') |
||||
argp.set_defaults(counters=True) |
||||
args = argp.parse_args() |
||||
assert args.name |
||||
if args.loops < 3: |
||||
print "WARNING: This run will likely be noisy. Increase loops to at least 3." |
||||
return args |
||||
|
||||
|
||||
def _collect_bm_data(bm, cfg, name, reps, idx, loops): |
||||
jobs_list = [] |
||||
for line in subprocess.check_output( |
||||
['bm_diff_%s/%s/%s' % (name, cfg, bm), |
||||
'--benchmark_list_tests']).splitlines(): |
||||
stripped_line = line.strip().replace("/", "_").replace( |
||||
"<", "_").replace(">", "_").replace(", ", "_") |
||||
cmd = [ |
||||
'bm_diff_%s/%s/%s' % (name, cfg, bm), '--benchmark_filter=^%s$' % |
||||
line, '--benchmark_out=%s.%s.%s.%s.%d.json' % |
||||
(bm, stripped_line, cfg, name, idx), '--benchmark_out_format=json', |
||||
'--benchmark_repetitions=%d' % (reps) |
||||
] |
||||
jobs_list.append( |
||||
jobset.JobSpec( |
||||
cmd, |
||||
shortname='%s %s %s %s %d/%d' % (bm, line, cfg, name, idx + 1, |
||||
loops), |
||||
verbose_success=True, |
||||
timeout_seconds=60 * 60)) # one hour |
||||
return jobs_list |
||||
|
||||
|
||||
def run(name, benchmarks, jobs, loops, reps, counters): |
||||
jobs_list = [] |
||||
for loop in range(0, loops): |
||||
for bm in benchmarks: |
||||
jobs_list += _collect_bm_data(bm, 'opt', name, reps, loop, loops) |
||||
if counters: |
||||
jobs_list += _collect_bm_data(bm, 'counters', name, reps, loop, |
||||
loops) |
||||
random.shuffle(jobs_list, random.SystemRandom().random) |
||||
jobset.run(jobs_list, maxjobs=jobs) |
||||
|
||||
|
||||
if __name__ == '__main__': |
||||
args = _args() |
||||
run(args.name, args.benchmarks, args.jobs, args.loops, args.repetitions, args.counters) |
||||
@ -0,0 +1,185 @@ |
||||
#!/usr/bin/env python2.7 |
||||
# |
||||
# Copyright 2017, Google Inc. |
||||
# All rights reserved. |
||||
# |
||||
# Redistribution and use in source and binary forms, with or without |
||||
# modification, are permitted provided that the following conditions are |
||||
# met: |
||||
# |
||||
# * Redistributions of source code must retain the above copyright |
||||
# notice, this list of conditions and the following disclaimer. |
||||
# * Redistributions in binary form must reproduce the above |
||||
# copyright notice, this list of conditions and the following disclaimer |
||||
# in the documentation and/or other materials provided with the |
||||
# distribution. |
||||
# * Neither the name of Google Inc. nor the names of its |
||||
# contributors may be used to endorse or promote products derived from |
||||
# this software without specific prior written permission. |
||||
# |
||||
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS |
||||
# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT |
||||
# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR |
||||
# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT |
||||
# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, |
||||
# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT |
||||
# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, |
||||
# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY |
||||
# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT |
||||
# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE |
||||
# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
||||
|
||||
""" Computes the diff between two qps runs and outputs significant results """ |
||||
|
||||
import argparse |
||||
import json |
||||
import multiprocessing |
||||
import os |
||||
import qps_scenarios |
||||
import shutil |
||||
import subprocess |
||||
import sys |
||||
import tabulate |
||||
|
||||
sys.path.append( |
||||
os.path.join( |
||||
os.path.dirname(sys.argv[0]), '..', 'microbenchmarks', 'bm_diff')) |
||||
import bm_speedup |
||||
|
||||
sys.path.append( |
||||
os.path.join( |
||||
os.path.dirname(sys.argv[0]), '..', '..', 'run_tests', 'python_utils')) |
||||
import comment_on_pr |
||||
|
||||
|
||||
def _args(): |
||||
argp = argparse.ArgumentParser( |
||||
description='Perform diff on QPS Driver') |
||||
argp.add_argument( |
||||
'-d', |
||||
'--diff_base', |
||||
type=str, |
||||
help='Commit or branch to compare the current one to') |
||||
argp.add_argument( |
||||
'-l', |
||||
'--loops', |
||||
type=int, |
||||
default=4, |
||||
help='Number of loops for each benchmark. More loops cuts down on noise' |
||||
) |
||||
argp.add_argument( |
||||
'-j', |
||||
'--jobs', |
||||
type=int, |
||||
default=multiprocessing.cpu_count(), |
||||
help='Number of CPUs to use') |
||||
args = argp.parse_args() |
||||
assert args.diff_base, "diff_base must be set" |
||||
return args |
||||
|
||||
|
||||
def _make_cmd(jobs): |
||||
return ['make', '-j', '%d' % jobs, 'qps_json_driver', 'qps_worker'] |
||||
|
||||
|
||||
def build(name, jobs): |
||||
shutil.rmtree('qps_diff_%s' % name, ignore_errors=True) |
||||
subprocess.check_call(['git', 'submodule', 'update']) |
||||
try: |
||||
subprocess.check_call(_make_cmd(jobs)) |
||||
except subprocess.CalledProcessError, e: |
||||
subprocess.check_call(['make', 'clean']) |
||||
subprocess.check_call(_make_cmd(jobs)) |
||||
os.rename('bins', 'qps_diff_%s' % name) |
||||
|
||||
|
||||
def _run_cmd(name, scenario, fname): |
||||
return ['qps_diff_%s/opt/qps_json_driver' % name, '--scenarios_json', scenario, '--json_file_out', fname] |
||||
|
||||
|
||||
def run(name, scenarios, loops): |
||||
for sn in scenarios: |
||||
for i in range(0, loops): |
||||
fname = "%s.%s.%d.json" % (sn, name, i) |
||||
subprocess.check_call(_run_cmd(name, scenarios[sn], fname)) |
||||
|
||||
|
||||
def _load_qps(fname): |
||||
try: |
||||
with open(fname) as f: |
||||
return json.loads(f.read())['qps'] |
||||
except IOError, e: |
||||
print("IOError occurred reading file: %s" % fname) |
||||
return None |
||||
except ValueError, e: |
||||
print("ValueError occurred reading file: %s" % fname) |
||||
return None |
||||
|
||||
|
||||
def _median(ary): |
||||
assert (len(ary)) |
||||
ary = sorted(ary) |
||||
n = len(ary) |
||||
if n % 2 == 0: |
||||
return (ary[(n - 1) / 2] + ary[(n - 1) / 2 + 1]) / 2.0 |
||||
else: |
||||
return ary[n / 2] |
||||
|
||||
|
||||
def diff(scenarios, loops, old, new): |
||||
old_data = {} |
||||
new_data = {} |
||||
|
||||
# collect data |
||||
for sn in scenarios: |
||||
old_data[sn] = [] |
||||
new_data[sn] = [] |
||||
for i in range(loops): |
||||
old_data[sn].append(_load_qps("%s.%s.%d.json" % (sn, old, i))) |
||||
new_data[sn].append(_load_qps("%s.%s.%d.json" % (sn, new, i))) |
||||
|
||||
# crunch data |
||||
headers = ['Benchmark', 'qps'] |
||||
rows = [] |
||||
for sn in scenarios: |
||||
mdn_diff = abs(_median(new_data[sn]) - _median(old_data[sn])) |
||||
print('%s: %s=%r %s=%r mdn_diff=%r' % (sn, new, new_data[sn], old, old_data[sn], mdn_diff)) |
||||
s = bm_speedup.speedup(new_data[sn], old_data[sn], 10e-5) |
||||
if abs(s) > 3 and mdn_diff > 0.5: |
||||
rows.append([sn, '%+d%%' % s]) |
||||
|
||||
if rows: |
||||
return tabulate.tabulate(rows, headers=headers, floatfmt='+.2f') |
||||
else: |
||||
return None |
||||
|
||||
|
||||
def main(args): |
||||
build('new', args.jobs) |
||||
|
||||
if args.diff_base: |
||||
where_am_i = subprocess.check_output( |
||||
['git', 'rev-parse', '--abbrev-ref', 'HEAD']).strip() |
||||
subprocess.check_call(['git', 'checkout', args.diff_base]) |
||||
try: |
||||
build('old', args.jobs) |
||||
finally: |
||||
subprocess.check_call(['git', 'checkout', where_am_i]) |
||||
subprocess.check_call(['git', 'submodule', 'update']) |
||||
|
||||
run('new', qps_scenarios._SCENARIOS, args.loops) |
||||
run('old', qps_scenarios._SCENARIOS, args.loops) |
||||
|
||||
diff_output = diff(qps_scenarios._SCENARIOS, args.loops, 'old', 'new') |
||||
|
||||
if diff_output: |
||||
text = '[qps] Performance differences noted:\n%s' % diff_output |
||||
else: |
||||
text = '[qps] No significant performance differences' |
||||
print('%s' % text) |
||||
comment_on_pr.comment_on_pr('```\n%s\n```' % text) |
||||
|
||||
|
||||
if __name__ == '__main__': |
||||
args = _args() |
||||
main(args) |
||||
@ -0,0 +1,34 @@ |
||||
# Copyright 2017, Google Inc. |
||||
# All rights reserved. |
||||
# |
||||
# Redistribution and use in source and binary forms, with or without |
||||
# modification, are permitted provided that the following conditions are |
||||
# met: |
||||
# |
||||
# * Redistributions of source code must retain the above copyright |
||||
# notice, this list of conditions and the following disclaimer. |
||||
# * Redistributions in binary form must reproduce the above |
||||
# copyright notice, this list of conditions and the following disclaimer |
||||
# in the documentation and/or other materials provided with the |
||||
# distribution. |
||||
# * Neither the name of Google Inc. nor the names of its |
||||
# contributors may be used to endorse or promote products derived from |
||||
# this software without specific prior written permission. |
||||
# |
||||
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS |
||||
# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT |
||||
# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR |
||||
# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT |
||||
# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, |
||||
# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT |
||||
# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, |
||||
# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY |
||||
# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT |
||||
# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE |
||||
# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
||||
""" QPS Scenarios to run """ |
||||
|
||||
_SCENARIOS = { |
||||
'large-message-throughput': '{"scenarios":[{"name":"large-message-throughput", "spawn_local_worker_count": -2, "warmup_seconds": 30, "benchmark_seconds": 270, "num_servers": 1, "server_config": {"async_server_threads": 1, "security_params": null, "server_type": "ASYNC_SERVER"}, "num_clients": 1, "client_config": {"client_type": "ASYNC_CLIENT", "security_params": null, "payload_config": {"simple_params": {"resp_size": 1048576, "req_size": 1048576}}, "client_channels": 1, "async_client_threads": 1, "outstanding_rpcs_per_channel": 1, "rpc_type": "UNARY", "load_params": {"closed_loop": {}}, "histogram_params": {"max_possible": 60000000000.0, "resolution": 0.01}}}]}', |
||||
'multi-channel-64-KiB': '{"scenarios":[{"name":"multi-channel-64-KiB", "spawn_local_worker_count": -3, "warmup_seconds": 30, "benchmark_seconds": 270, "num_servers": 1, "server_config": {"async_server_threads": 31, "security_params": null, "server_type": "ASYNC_SERVER"}, "num_clients": 2, "client_config": {"client_type": "ASYNC_CLIENT", "security_params": null, "payload_config": {"simple_params": {"resp_size": 65536, "req_size": 65536}}, "client_channels": 32, "async_client_threads": 31, "outstanding_rpcs_per_channel": 100, "rpc_type": "UNARY", "load_params": {"closed_loop": {}}, "histogram_params": {"max_possible": 60000000000.0, "resolution": 0.01}}}]}' |
||||
} |
||||
Loading…
Reference in new issue