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authorVratko Polak <vrpolak@cisco.com>2018-04-27 15:11:12 +0200
committerPeter Mikus <pmikus@cisco.com>2018-05-04 11:46:26 +0000
commit35175924550d67f98fb1c2c50b0634656d29169e (patch)
treefe1008e80c9c6f09227dff84672bd0eaa831ff23 /resources/libraries/python/search/ReceiveRateInterval.py
parent4bfd1dcd604dac12d1dd00ba63c0d5e4170a1f2b (diff)
CSIT-992: Add libraries for optimized search
+ Place the libraries into resources/libraries/python/search/. + Except OptimizedTrexSearch in TrafficGenerator.py + Change traffic generator to support floats for duration and warmup. + Remove explicit type conversions where not needed. + Add robot keywords to performance_utils.robot + for calling the optimized search. + for reporting the resulting values. + for checking the minimal performance has been reached. + for running five second "Traffic should pass with no loss" after the search. - Add methodology documentation in subsequent Change. - Add simulator for testing algorithm correctness in a subsequent Change. - Add tests using the libraries in subsequent Change. Change-Id: Ia041008382ee4c9a562172099aea794c854d5f2f Signed-off-by: Vratko Polak <vrpolak@cisco.com>
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+# Copyright (c) 2018 Cisco and/or its affiliates.
+# 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.
+
+"""Module defining ReceiveRateInterval class."""
+
+import math
+
+from .ReceiveRateMeasurement import ReceiveRateMeasurement
+
+
+class ReceiveRateInterval(object):
+ """Structure defining two Rr measurements, and their relation."""
+
+ def __init__(self, measured_low, measured_high):
+ """Store the bound measurements after checking argument types.
+
+ :param measured_low: Measurement for the lower bound.
+ :param measured_high: Measurement for the upper bound.
+ :type measured_low: ReceiveRateMeasurement
+ :type measured_high: ReceiveRateMeasurement
+ """
+ # TODO: Type checking is not very pythonic,
+ # perhaps users can fix wrong usage without it?
+ if not isinstance(measured_low, ReceiveRateMeasurement):
+ raise TypeError("measured_low is not a ReceiveRateMeasurement: "
+ "{low!r}".format(low=measured_low))
+ if not isinstance(measured_high, ReceiveRateMeasurement):
+ raise TypeError("measured_high is not a ReceiveRateMeasurement: "
+ "{high!r}".format(high=measured_high))
+ self.measured_low = measured_low
+ self.measured_high = measured_high
+ # Declare secondary quantities to appease pylint.
+ self.abs_tr_width = None
+ """Absolute width of target transmit rate. Upper minus lower."""
+ self.rel_tr_width = None
+ """Relative width of target transmit rate. Ansolute divided by upper."""
+ self.sort()
+
+ def sort(self):
+ """Sort bounds by target Tr, compute secondary quantities."""
+ if self.measured_low.target_tr > self.measured_high.target_tr:
+ self.measured_low, self.measured_high = (
+ self.measured_high, self.measured_low)
+ self.abs_tr_width = (
+ self.measured_high.target_tr - self.measured_low.target_tr)
+ self.rel_tr_width = self.abs_tr_width / self.measured_high.target_tr
+
+ def width_in_goals(self, relative_width_goal):
+ """Return float value.
+
+ Relative width goal is some (negative) value on logarithmic scale.
+ Current relative width is another logarithmic value.
+ Return the latter divided by the former.
+ This is useful when investigating how did surprising widths come to be.
+
+ :param relative_width_goal: Upper bound times this is the goal
+ difference between upper bound and lower bound.
+ :type relative_width_goal: float
+ :returns: Current width as logarithmic multiple of goal width [1].
+ :rtype: float
+ """
+ return math.log(1.0 - self.rel_tr_width) / math.log(
+ 1.0 - relative_width_goal)
+
+ def __str__(self):
+ """Return string as half-open interval."""
+ return "[{low!s};{high!s})".format(
+ low=self.measured_low, high=self.measured_high)
+
+ def __repr__(self):
+ """Return string evaluable as a constructor call."""
+ return ("ReceiveRateInterval(measured_low={low!r}"
+ ",measured_high={high!r})".format(
+ low=self.measured_low, high=self.measured_high))