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Diffstat (limited to 'resources/libraries/python/MLRsearch/relevant_bounds.py')
-rw-r--r-- | resources/libraries/python/MLRsearch/relevant_bounds.py | 56 |
1 files changed, 56 insertions, 0 deletions
diff --git a/resources/libraries/python/MLRsearch/relevant_bounds.py b/resources/libraries/python/MLRsearch/relevant_bounds.py new file mode 100644 index 0000000000..4bc6796f71 --- /dev/null +++ b/resources/libraries/python/MLRsearch/relevant_bounds.py @@ -0,0 +1,56 @@ +# Copyright (c) 2023 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 RelevantBounds class.""" + +from __future__ import annotations + +from dataclasses import dataclass +from typing import Optional + +from .trimmed_stat import TrimmedStat + + +@dataclass +class RelevantBounds: + """Container for the pair of relevant bounds for a target. + + If there is no valid bound, None is used. + + Relevant upper bound is smallest load acting as an upper bound. + Relevant lower bound acts as a lower bound, has to be strictly smaller + than the relevant upper bound, and is largest among such loads. + + The short names "clo" and "chi" are also commonly used + in logging and technical comments. + + Trimming could be done here, but it needs to known the target explicitly, + so it is done in MeasurementDatabase instead. + """ + + clo: Optional[TrimmedStat] + """The relevant lower bound (trimmed) for the current target.""" + chi: Optional[TrimmedStat] + """The relevant upper bound (trimmed) for the current target.""" + + # TODO: Check types in post init? + + def __str__(self) -> str: + """Convert into a short human-readable string. + + :returns: The short string. + :rtype: str + """ + clo = int(self.clo) if self.clo else None + chi = int(self.chi) if self.chi else None + return f"clo={clo},chi={chi}" |