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author | Ned Batchelder <ned@nedbatchelder.com> | 2016-11-20 15:17:22 -0500 |
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committer | Ned Batchelder <ned@nedbatchelder.com> | 2016-11-20 15:17:22 -0500 |
commit | 28f407337314d00222110577621b082210825414 (patch) | |
tree | ef6cdeeff46048f0c13665aa70f41ed60bb11516 /perf/perf_measure.py | |
parent | 87e2fe503a813c2396b1a9ec6865013d0cfccd08 (diff) | |
download | python-coveragepy-git-28f407337314d00222110577621b082210825414.tar.gz |
Rename this so it doesn't have "test" in the file name.
--HG--
rename : perf/stress_test.py => perf/perf_measure.py
Diffstat (limited to 'perf/perf_measure.py')
-rw-r--r-- | perf/perf_measure.py | 210 |
1 files changed, 210 insertions, 0 deletions
diff --git a/perf/perf_measure.py b/perf/perf_measure.py new file mode 100644 index 00000000..8ead6ce4 --- /dev/null +++ b/perf/perf_measure.py @@ -0,0 +1,210 @@ +# Licensed under the Apache License: http://www.apache.org/licenses/LICENSE-2.0 +# For details: https://bitbucket.org/ned/coveragepy/src/default/NOTICE.txt + +import csv +from collections import namedtuple +import os +import shutil +import statistics +import sys +import time + +import coverage +from tests.coveragetest import CoverageTest + + +class StressResult(namedtuple('StressResult', ['files', 'calls', 'lines', 'baseline', 'covered'])): + @property + def overhead(self): + return self.covered - self.baseline + + +NANOS = 1e9 + +TEST_FILE = """\ +def parent(call_count, line_count): + for _ in range(call_count): + child(line_count) + +def child(line_count): + for i in range(line_count): + x = 1 +""" + +def mk_main(file_count, call_count, line_count): + lines = [] + lines.extend("import test{}".format(idx) for idx in range(file_count)) + lines.extend("test{}.parent({}, {})".format(idx, call_count, line_count) for idx in range(file_count)) + + return "\n".join(lines) + + +class StressTest(CoverageTest): + + def _compute_overhead(self, file_count, call_count, line_count): + self.clean_local_file_imports() + + for idx in range(file_count): + self.make_file('test{}.py'.format(idx), TEST_FILE) + self.make_file('testmain.py', mk_main(file_count, call_count, line_count)) + + # Run it once just to get the disk caches loaded up. + self.import_local_file("testmain") + self.clean_local_file_imports() + + # Run it to get the baseline time. + start = time.perf_counter() + self.import_local_file("testmain") + baseline = time.perf_counter() - start + self.clean_local_file_imports() + + # Run it to get the covered time. + start = time.perf_counter() + cov = coverage.Coverage() + cov.start() + try: # pragma: nested + # Import the Python file, executing it. + mod = self.import_local_file("testmain") + finally: # pragma: nested + # Stop coverage.py. + covered = time.perf_counter() - start + stats = cov.collector.tracers[0].get_stats() + if stats: + stats = stats.copy() + cov.stop() + + print("baseline = {:.2f}, covered = {:.2f}".format(baseline, covered)) + # Empirically determined to produce the same numbers as the collected + # stats from get_stats(). + actual_file_count = 6 + file_count + actual_call_count = 85 + file_count * (call_count + 98) + actual_line_count = ( + 343 + + 390 * file_count + + 3 * file_count * call_count + + 2 * file_count * call_count * line_count + ) + + if stats is not None: + assert actual_file_count == stats['files'] + assert actual_call_count == stats['calls'] + assert actual_line_count == stats['lines'] + print("File counts", file_count, actual_file_count, stats['files']) + print("Call counts", call_count, actual_call_count, stats['calls']) + print("Line counts", line_count, actual_line_count, stats['lines']) + print() + + return StressResult( + actual_file_count, + actual_call_count, + actual_line_count, + baseline, + covered, + ) + + def stress_test(self): + + # For checking the calculation of actual stats: + if 0: + for f in range(3): + for c in range(3): + for l in range(3): + self._compute_overhead(100*f+1, 100*c+1, 100*l+1) + + # For checking the overhead for each component: + fixed = 900 + step = 500 + + def time_thing(thing): + per_thing = [] + pct_thing = [] + for runs in range(5): + for n in range(100, 1000, step): + kwargs = { + "file_count": fixed, + "call_count": fixed, + "line_count": fixed, + } + kwargs[thing+"_count"] = n + res = self._compute_overhead(**kwargs) + per_thing.append(res.overhead / getattr(res, "{}s".format(thing))) + pct_thing.append(res.covered / res.baseline * 100) + + print("Per {}: mean = {:.5f}us, stddev = {:0.5f}us".format(thing, statistics.mean(per_thing)*1e6, statistics.stdev(per_thing)*1e6)) + print(" pct = {:.3f}%, stddev = {:.5f}".format(statistics.mean(pct_thing), statistics.stdev(pct_thing))) + + time_thing("file") + time_thing("call") + time_thing("line") + + return + + line_result = self._compute_overhead(1, 1, int(1e8)) + call_result = self._compute_overhead(1, int(1e7), 1) + file_result = self._compute_overhead(int(1e4), 1, 1) + + line_overhead_estimate = 0 + call_overhead_estimate = 0 + file_overhead_estimate = 0 + + for i in range(20): + line_overhead_estimate = ( + line_result.overhead * NANOS - + call_overhead_estimate * line_result.calls - + file_overhead_estimate * line_result.files + ) / line_result.lines + + call_overhead_estimate = ( + call_result.overhead * NANOS - + line_overhead_estimate * call_result.lines - + file_overhead_estimate * call_result.files + ) / call_result.calls + + file_overhead_estimate = ( + file_result.overhead * NANOS - + call_overhead_estimate * file_result.calls - + line_overhead_estimate * file_result.lines + ) / file_result.files + + line_baseline_estimate = 0 + call_baseline_estimate = 0 + file_baseline_estimate = 0 + + for i in range(20): + line_baseline_estimate = ( + line_result.baseline * NANOS - + call_baseline_estimate * line_result.calls - + file_baseline_estimate * line_result.files + ) / line_result.lines + + call_baseline_estimate = ( + call_result.baseline * NANOS - + line_baseline_estimate * call_result.lines - + file_baseline_estimate * call_result.files + ) / call_result.calls + + file_baseline_estimate = ( + file_result.baseline * NANOS - + call_baseline_estimate * file_result.calls - + line_baseline_estimate * file_result.lines + ) / file_result.files + + print("Line: {:.2f} ns baseline, {:.2f} ns overhead, {:.2%} overhead".format( + line_baseline_estimate, + line_overhead_estimate, + line_overhead_estimate/line_baseline_estimate, + )) + + print("Call: {:.2f} ns baseline, {:.2f} ns overhead, {:.2%} overhead".format( + call_baseline_estimate, + call_overhead_estimate, + call_overhead_estimate/call_baseline_estimate, + )) + + print("File: {:.2f} ns baseline, {:.2f} ns overhead, {:.2%} overhead".format( + file_baseline_estimate, + file_overhead_estimate, + file_overhead_estimate/file_baseline_estimate, + )) + + assert False |