mandos.analysis

Complexity

Total Complexity

5

Size/Duplication

Total Lines	43
Duplicated Lines	0 %

Importance

Changes

0

4 Methods

Rating	Name	Duplication	Size	Complexity
A	AnalysisUtils._score()	0	3	1
A	AnalysisUtils.elle()	0	3	1
A	AnalysisUtils.weights_of_pairs()	0	9	1
A	AnalysisUtils.hit_multidict()	0	6	2

"""
Calculations.
"""
import math
from collections import defaultdict
from typing import Collection, Dict, Sequence, Set, Tuple

from typeddfs import TypedDfs

Unable to import 'typeddfs'

from mandos.model.hits import AbstractHit, HitFrame, Pair

SimilarityDf = TypedDfs.typed("DistanceDf").symmetric().build()


class AnalysisUtils:

Missing class docstring

    @classmethod
    def elle(cls, x: float) -> float:

Missing function or method docstring

Argument name "x" doesn't conform to snake_case naming style ('([^\\W\\dA-Z][^\\WA-Z]2,|_[^\\WA-Z]*|__[^\\WA-Z\\d_][^\\WA-Z]+__)$' pattern)

        return math.log10(1 + x)

    @classmethod
    def hit_multidict(cls, hits: Sequence[AbstractHit], key: str):

Missing function or method docstring

        x_to_hits = defaultdict(list)
        for hit in hits:
            x_to_hits[getattr(hit, key)].append(hit)
        return x_to_hits

    @classmethod
    def weights_of_pairs(
        cls, hits1: Collection[AbstractHit], hits2: Collection[AbstractHit]

Wrong hanging indentation before block (add 4 spaces).

    ) -> Dict[Pair, Tuple[float, float]]:
        """
        Calculates the sum of
        """
        union = {h.to_pair for h in hits1}.union({h.to_pair for h in hits2})
        return {p: (cls._score(hits1, p), cls._score(hits2, p)) for p in union}

    @classmethod
    def _score(cls, hits: Collection[AbstractHit], pair: Pair) -> int:
        return sum([h.value for h in hits if h.to_pair == pair])


__all__ = ["AnalysisUtils", "SimilarityDf"]