test.MyPipeline.transform() - Code Metrics - SimonBlanke/Hyperactive - Measure and Improve Code Quality continuously with Scrutinizer

test.MyPipeline.transform() A
last analyzed 2025-08-17 14:42 UTC

↳ Parent: test

Complexity

Conditions

Size

Total Lines	5
Code Lines	5

Duplication

Lines	0
Ratio	0 %

Importance

Changes

Metric	Value
eloc	5
dl	0
loc	5
rs	10
c	0
b	0
f	0
cc	1
nop	2

finetuned_opt = OptPipe([("first", FooOpt())("second", BarOpt(params))], more_params)


column_transformer = BetterColumnTransformer(

    [
        {"name": "num", "transformer": StandardScaler(), "columns": ["age", "income"]},

        {"name": "cat", "transformer": OneHotEncoder(), "columns": ["gender", "city"]},

    ]
)


class MyPipeline(Pipeline):

    def transform(self, data):
        numeric = self.columns(["age", "income"]).apply(StandardScaler())

        categorical = self.columns(["gender", "city"]).apply(OneHotEncoder())

        combined = self.concat(numeric, categorical)
        return combined.then(SVC())



finetuned_opt = OptPipe(more_params)
finetuned_opt.add_step(RandomOpt(), fraction=0.3)

finetuned_opt.add_step(fraction=0.4)
finetuned_opt.add_step(fraction=0.3)

finetuned_opt


class OptPipe:
    def __init__(self, a, b, c):
        self.a = a
        self.b = b
        self.c = c

    def set_params(self):
        # einzige Möglichkeit um a b c zu ändern
        pass


1			finetuned_opt = OptPipe([("first", FooOpt())("second", BarOpt(params))], more_params)
			0 ignored issues – show Comprehensibility Best Practice introduced 2025-08-16 11:03 UTC by Report Bug Copy Issue Report The variable `params` does not seem to be defined. Loading history... Comprehensibility Best Practice introduced 2025-08-16 11:03 UTC by Report Bug Copy Issue Report The variable `BarOpt` does not seem to be defined. Loading history... Comprehensibility Best Practice introduced 2025-08-16 11:03 UTC by Report Bug Copy Issue Report The variable `more_params` does not seem to be defined. Loading history... Comprehensibility Best Practice introduced 2025-08-16 11:03 UTC by Report Bug Copy Issue Report The variable `OptPipe` does not seem to be defined. Loading history... Comprehensibility Best Practice introduced 2025-08-16 11:03 UTC by Report Bug Copy Issue Report The variable `FooOpt` does not seem to be defined. Loading history...
2
3			column_transformer = BetterColumnTransformer(
			0 ignored issues – show Comprehensibility Best Practice introduced 2025-08-16 11:03 UTC by Report Bug Copy Issue Report The variable `BetterColumnTransformer` does not seem to be defined. Loading history...
4			[
5			{"name": "num", "transformer": StandardScaler(), "columns": ["age", "income"]},
			0 ignored issues – show Comprehensibility Best Practice introduced 2025-08-16 11:03 UTC by Report Bug Copy Issue Report The variable `StandardScaler` does not seem to be defined. Loading history...
6			{"name": "cat", "transformer": OneHotEncoder(), "columns": ["gender", "city"]},
			0 ignored issues – show Comprehensibility Best Practice introduced 2025-08-16 11:03 UTC by Report Bug Copy Issue Report The variable `OneHotEncoder` does not seem to be defined. Loading history...
7			]
8			)
9
10
11			class MyPipeline(Pipeline):
			0 ignored issues – show Comprehensibility Best Practice introduced 2025-08-16 11:03 UTC by Report Bug Copy Issue Report The variable `Pipeline` does not seem to be defined. Loading history...
12			def transform(self, data):
13			numeric = self.columns(["age", "income"]).apply(StandardScaler())
			0 ignored issues – show Comprehensibility Best Practice introduced 2025-08-16 11:03 UTC by Report Bug Copy Issue Report The variable `StandardScaler` does not seem to be defined. Loading history...
14			categorical = self.columns(["gender", "city"]).apply(OneHotEncoder())
			0 ignored issues – show Comprehensibility Best Practice introduced 2025-08-16 11:03 UTC by Report Bug Copy Issue Report The variable `OneHotEncoder` does not seem to be defined. Loading history...
15			combined = self.concat(numeric, categorical)
16			return combined.then(SVC())
			0 ignored issues – show Comprehensibility Best Practice introduced 2025-08-16 11:03 UTC by Report Bug Copy Issue Report The variable `SVC` does not seem to be defined. Loading history...
17
18
19			finetuned_opt = OptPipe(more_params)
20			finetuned_opt.add_step(RandomOpt(), fraction=0.3)
			0 ignored issues – show Comprehensibility Best Practice introduced 2025-08-16 11:03 UTC by Report Bug Copy Issue Report The variable `RandomOpt` does not seem to be defined. Loading history...
21			finetuned_opt.add_step(fraction=0.4)
22			finetuned_opt.add_step(fraction=0.3)
23
24			finetuned_opt
25
26
27			class OptPipe:
28			def __init__(self, a, b, c):
29			self.a = a
30			self.b = b
31			self.c = c
32
33			def set_params(self):
34			# einzige Möglichkeit um a b c zu ändern
35			pass
36

SimonBlanke / Hyperactive

test.MyPipeline.transform() A last analyzed 2025-08-17 14:42 UTC

Complexity

Size

Duplication

Importance

Duplication Side-by-Side

Filter issues like

test.MyPipeline.transform() A
last analyzed 2025-08-17 14:42 UTC