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Diffstat (limited to 'src/python/grpcio_tests/tests/qps/histogram.py')
-rw-r--r-- | src/python/grpcio_tests/tests/qps/histogram.py | 85 |
1 files changed, 85 insertions, 0 deletions
diff --git a/src/python/grpcio_tests/tests/qps/histogram.py b/src/python/grpcio_tests/tests/qps/histogram.py new file mode 100644 index 0000000000..9a7b5eb2ba --- /dev/null +++ b/src/python/grpcio_tests/tests/qps/histogram.py @@ -0,0 +1,85 @@ +# Copyright 2016, 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. + +import math +import threading + +from src.proto.grpc.testing import stats_pb2 + + +class Histogram(object): + """Histogram class used for recording performance testing data. + + This class is thread safe. + """ + + def __init__(self, resolution, max_possible): + self._lock = threading.Lock() + self._resolution = resolution + self._max_possible = max_possible + self._sum = 0 + self._sum_of_squares = 0 + self.multiplier = 1.0 + self._resolution + self._count = 0 + self._min = self._max_possible + self._max = 0 + self._buckets = [0] * (self._bucket_for(self._max_possible) + 1) + + def reset(self): + with self._lock: + self._sum = 0 + self._sum_of_squares = 0 + self._count = 0 + self._min = self._max_possible + self._max = 0 + self._buckets = [0] * (self._bucket_for(self._max_possible) + 1) + + def add(self, val): + with self._lock: + self._sum += val + self._sum_of_squares += val * val + self._count += 1 + self._min = min(self._min, val) + self._max = max(self._max, val) + self._buckets[self._bucket_for(val)] += 1 + + def get_data(self): + with self._lock: + data = stats_pb2.HistogramData() + data.bucket.extend(self._buckets) + data.min_seen = self._min + data.max_seen = self._max + data.sum = self._sum + data.sum_of_squares = self._sum_of_squares + data.count = self._count + return data + + def _bucket_for(self, val): + val = min(val, self._max_possible) + return int(math.log(val, self.multiplier)) |