X-Git-Url: https://gerrit.fd.io/r/gitweb?p=csit.git;a=blobdiff_plain;f=PyPI%2Fjumpavg%2Fjumpavg%2FAbstractGroupClassifier.py;fp=PyPI%2Fjumpavg%2Fjumpavg%2FAbstractGroupClassifier.py;h=2612b009da37f3bdecab92126ce3bc65d6ebbfac;hp=0000000000000000000000000000000000000000;hb=6149ec451efff00068f38e3343e66cdec7b943f4;hpb=2f99b522d591a95d6ac4f11db8a34b8162258ecd diff --git a/PyPI/jumpavg/jumpavg/AbstractGroupClassifier.py b/PyPI/jumpavg/jumpavg/AbstractGroupClassifier.py new file mode 100644 index 0000000000..2612b009da --- /dev/null +++ b/PyPI/jumpavg/jumpavg/AbstractGroupClassifier.py @@ -0,0 +1,40 @@ +# 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 holding AbstractGroupClassifier class.""" + +from abc import ABCMeta, abstractmethod + + +class AbstractGroupClassifier(object): + """Abstract class defining API for classifier. + + The classifier is an object with classify() method + which divides data into groups containing metadata. + """ + + __metaclass__ = ABCMeta + + @abstractmethod + def classify(self, values): + """Divide values into consecutive groups with metadata. + + The metadata does not need to follow any specific rules, + although progression/regression/outlier description would be fine. + + :param values: Sequence of runs to classify. + :type values: Iterable of float or of AvgStdevMetadata + :returns: Classified groups + :rtype: Iterable of RunGroup + """ + pass