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Diffstat (limited to 'benchmarks/harness/benchmark_driver.py')
-rw-r--r-- | benchmarks/harness/benchmark_driver.py | 85 |
1 files changed, 85 insertions, 0 deletions
diff --git a/benchmarks/harness/benchmark_driver.py b/benchmarks/harness/benchmark_driver.py new file mode 100644 index 000000000..9abc21b54 --- /dev/null +++ b/benchmarks/harness/benchmark_driver.py @@ -0,0 +1,85 @@ +# python3 +# Copyright 2019 Google LLC +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +"""Main driver for benchmarks.""" + +import copy +import statistics +import threading +import types + +from benchmarks import suites +from benchmarks.harness.machine_producers import machine_producer + + +# pylint: disable=too-many-instance-attributes +class BenchmarkDriver: + """Allocates machines and invokes a benchmark method.""" + + def __init__(self, + producer: machine_producer.MachineProducer, + method: types.FunctionType, + runs: int = 1, + **kwargs): + + self._producer = producer + self._method = method + self._kwargs = copy.deepcopy(kwargs) + self._threads = [] + self.lock = threading.RLock() + self._runs = runs + self._metric_results = {} + + def start(self): + """Starts a benchmark thread.""" + for _ in range(self._runs): + thread = threading.Thread(target=self._run_method) + thread.start() + self._threads.append(thread) + + def join(self): + """Joins the thread.""" + # pylint: disable=expression-not-assigned + [t.join() for t in self._threads] + + def _run_method(self): + """Runs all benchmarks.""" + machines = self._producer.get_machines( + suites.benchmark_machines(self._method)) + try: + result = self._method(*machines, **self._kwargs) + for name, res in result: + with self.lock: + if name in self._metric_results: + self._metric_results[name].append(res) + else: + self._metric_results[name] = [res] + finally: + # Always release. + self._producer.release_machines(machines) + + def median(self): + """Returns the median result, after join is finished.""" + for key, value in self._metric_results.items(): + yield key, [statistics.median(value)] + + def all(self): + """Returns all results.""" + for key, value in self._metric_results.items(): + yield key, value + + def meanstd(self): + """Returns all results.""" + for key, value in self._metric_results.items(): + mean = statistics.mean(value) + yield key, [mean, statistics.stdev(value, xbar=mean)] |