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authorVratko Polak <vrpolak@cisco.com>2023-10-17 16:31:35 +0200
committerVratko Polak <vrpolak@cisco.com>2023-10-18 08:10:06 +0000
commite5dbe10d9599b9a53fa07e6fadfaf427ba6d69e3 (patch)
tree147b7972bea35a093f6644e63c5f1fb4e4b2c9a0 /resources/libraries/python/MLRsearch/AbstractSearchAlgorithm.py
parentc6dfb6c09c5dafd1d522f96b4b86c5ec5efc1c83 (diff)
feat(MLRsearch): MLRsearch v7
Replaces MLRv2, suitable for "big bang" upgrade across CSIT. PyPI metadata updated only partially (full edits will come separately). Pylint wants less complexity, but the differences are only minor. + Use the same (new CSIT) defaults everywhere, also in Python library. + Update also PLRsearch to use the new result class. + Make upper bound optional in UTI. + Fix ASTF approximate duration detection. + Do not keep approximated_receive_rate (for MRR) in result structure. Change-Id: I03406f32d5c93f56b527cb3f93791b61955dfd74 Signed-off-by: Vratko Polak <vrpolak@cisco.com>
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-rw-r--r--resources/libraries/python/MLRsearch/AbstractSearchAlgorithm.py48
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diff --git a/resources/libraries/python/MLRsearch/AbstractSearchAlgorithm.py b/resources/libraries/python/MLRsearch/AbstractSearchAlgorithm.py
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--- a/resources/libraries/python/MLRsearch/AbstractSearchAlgorithm.py
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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]
- """