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# Copyright (c) 2021 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 AbstractSearchAlgorithm class."""
from abc import ABCMeta, abstractmethod
class AbstractSearchAlgorithm(metaclass=ABCMeta):
"""Abstract class defining common API for search algorithms."""
def __init__(self, measurer):
"""Store the rate provider.
:param measurer: Object able to perform trial or composite measurements.
:type measurer: AbstractMeasurer.AbstractMeasurer
"""
self.measurer = measurer
@abstractmethod
def narrow_down_intervals(
self, min_rate, max_rate, packet_loss_ratios):
"""Perform measurements to narrow down intervals, return them.
:param min_rate: Minimal target transmit rate [tps].
Usually, tests are set to fail if search reaches this or below.
:param max_rate: Maximal target transmit rate [tps].
Usually computed from line rate and various other limits,
to prevent failures or duration stretching in Traffic Generator.
:param packet_loss_ratios: Ratios of packet loss to search for,
e.g. [0.0, 0.005] for NDR and PDR.
:type min_rate: float
:type max_rate: float
:type packet_loss_ratios: Iterable[float]
:returns: Structure containing narrowed down intervals
and their measurements.
:rtype: List[ReceiveRateInterval.ReceiveRateInterval]
"""
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