mandos.model.hit_utils.HitUtils.df_to_hits() - Code Metrics - Inspection of "feat: no clue" - dmyersturnbull/mandos - Measure and Improve Code Quality continuously with Scrutinizer

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by Douglas

created 2021-08-02 23:37 UTC

mandos.model.hit_utils.HitUtils.df_to_hits() A

↳ Parent: mandos.model.hit_utils

Complexity

Conditions

Size

Total Lines	12
Code Lines	9

Duplication

Lines	0
Ratio	0 %

Importance

Changes

Metric	Value
cc	2
eloc	9
nop	2
dl	0
loc	12
rs	9.95
c	0
b	0
f	0

from typing import Sequence


import pandas as pd


from mandos.model.hits import AbstractHit, HitFrame
from mandos.model.concrete_hits import HIT_CLASSES


class HitUtils:

    @classmethod
    def hits_to_df(cls, hits: Sequence[AbstractHit]) -> HitFrame:

        data = []
        for hit in hits:
            x = {f: getattr(hit, f) for f in hit.__class__.fields()}

            x["universal_id"] = hit.universal_id
            x["hit_class"] = hit.hit_class
            data.append(x)
        return HitFrame([pd.Series(x) for x in data])

    @classmethod
    def df_to_hits(cls, self: HitFrame) -> Sequence[AbstractHit]:

        hits = []
        for row in self.itertuples():
            clazz = HIT_CLASSES[row.hit_class]
            # ignore extra columns
            # if cols are missing, let it fail on clazz.__init__
            data = {f: getattr(row, f) for f in clazz.fields()}
            # noinspection PyArgumentList
            hit = clazz(**data)
            hits.append(hit)
        return hits


__all__ = ["HitUtils"]


1			from typing import Sequence
			0 ignored issues – show introduced 2021-08-02 23:39 UTC by Report Bug Copy Issue Report Missing module docstring Loading history...
2
3			import pandas as pd
			0 ignored issues – show introduced 2021-08-02 23:39 UTC by Report Bug Copy Issue Report Unable to import 'pandas' Loading history...
4
5			from mandos.model.hits import AbstractHit, HitFrame
6			from mandos.model.concrete_hits import HIT_CLASSES
7
8
9			class HitUtils:
			0 ignored issues – show introduced 2021-08-02 23:39 UTC by Report Bug Copy Issue Report Missing class docstring Loading history...
10			@classmethod
11			def hits_to_df(cls, hits: Sequence[AbstractHit]) -> HitFrame:
			0 ignored issues – show introduced 2021-08-02 23:39 UTC by Report Bug Copy Issue Report Missing function or method docstring Loading history...
12			data = []
13			for hit in hits:
14			x = {f: getattr(hit, f) for f in hit.__class__.fields()}
			0 ignored issues – show Coding Style Naming introduced 2021-06-30 04:51 UTC by Report Bug Copy Issue Report Variable name "x" doesn't conform to snake_case naming style ('([^\\W\\dA-Z][^\\WA-Z]2,\|_[^\\WA-Z]*\|__[^\\WA-Z\\d_][^\\WA-Z]+__)$' pattern) This check looks for invalid names for a range of different identifiers. You can set regular expressions to which the identifiers must conform if the defaults do not match your requirements. If your project includes a Pylint configuration file, the settings contained in that file take precedence. To find out more about Pylint, please refer to their site. Loading history...
15			x["universal_id"] = hit.universal_id
16			x["hit_class"] = hit.hit_class
17			data.append(x)
18			return HitFrame([pd.Series(x) for x in data])
19
20			@classmethod
21			def df_to_hits(cls, self: HitFrame) -> Sequence[AbstractHit]:
			0 ignored issues – show introduced 2021-08-02 23:39 UTC by Report Bug Copy Issue Report Missing function or method docstring Loading history...
22			hits = []
23			for row in self.itertuples():
24			clazz = HIT_CLASSES[row.hit_class]
25			# ignore extra columns
26			# if cols are missing, let it fail on clazz.__init__
27			data = {f: getattr(row, f) for f in clazz.fields()}
28			# noinspection PyArgumentList
29			hit = clazz(**data)
30			hits.append(hit)
31			return hits
32
33
34			__all__ = ["HitUtils"]
35

dmyersturnbull / mandos

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mandos.model.hit_utils.HitUtils.df_to_hits() A

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