Orange.preprocess.Average.__call__() - Code Metrics - hugobuddel/orange3 - Measure and Improve Code Quality continuously with Scrutinizer

Orange.preprocess.Average.call() A
last analyzed 2015-12-08 12:38 UTC

↳ Parent: Orange.preprocess.Average

Complexity

Conditions

Size

Total Lines

Duplication

Lines	0
Ratio	0 %

Metric	Value
cc	4
dl	0
loc	13
rs	9.2

import copy


import numpy
# .scrutinizer.yml
before_commands:
    - sudo pip install abc # Python2
    - sudo pip3 install abc # Python3

import Orange.data

from Orange.statistics import distribution, basic_stats
from .transformation import Transformation

__all__ = ["ReplaceUnknowns", "Average"]


class ReplaceUnknowns(Transformation):
    def __init__(self, variable, value=0):
        super().__init__(variable)
        self.value = value

    def transform(self, c):
        return numpy.where(numpy.isnan(c), self.value, c)


class Average:
    def __call__(self, data, variable, value=None):
        variable = data.domain[variable]
        if value is None:
            if variable.is_continuous:
                stats = basic_stats.BasicStats(data, variable)
                value = stats.mean
            elif variable.is_discrete:
                dist = distribution.get_distribution(data, variable)
                value = dist.modus()
            else:
                raise TypeError("Variable must be continuous or discrete")

        return variable.copy(compute_value=ReplaceUnknowns(variable, value))


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Orange.preprocess.Average.call() A
last analyzed 2015-12-08 12:38 UTC

Complexity

Size

Duplication

1. Missing Dependencies

2. Missing init.py files

1			import copy
			0 ignored issues – show Unused Code introduced 2015-12-02 09:15 UTC by Report Bug Copy Issue Report The import `copy` seems to be unused. Loading history...
2
3			import numpy
			0 ignored issues – show Configuration introduced 2015-12-02 09:15 UTC by Report Bug Copy Issue Report The import `numpy` could not be resolved. This can be caused by one of the following: 1. Missing Dependencies This error could indicate a configuration issue of Pylint. Make sure that your libraries are available by adding the necessary commands. # .scrutinizer.yml before_commands: - sudo pip install abc # Python2 - sudo pip3 install abc # Python3 Tip: We are currently not using virtualenv to run pylint, when installing your modules make sure to use the command for the correct version. 2. Missing __init__.py files This error could also result from missing `__init__.py` files in your module folders. Make sure that you place one file in each sub-folder. Loading history...
4
5			import Orange.data
			0 ignored issues – show Unused Code introduced 2015-12-02 09:15 UTC by Report Bug Copy Issue Report The import `Orange.data` seems to be unused. Loading history...
6			from Orange.statistics import distribution, basic_stats
7			from .transformation import Transformation
8
9			__all__ = ["ReplaceUnknowns", "Average"]
10
11
12			class ReplaceUnknowns(Transformation):
13			def __init__(self, variable, value=0):
14			super().__init__(variable)
15			self.value = value
16
17			def transform(self, c):
18			return numpy.where(numpy.isnan(c), self.value, c)
19
20
21			class Average:
22			def __call__(self, data, variable, value=None):
23			variable = data.domain[variable]
24			if value is None:
25			if variable.is_continuous:
26			stats = basic_stats.BasicStats(data, variable)
27			value = stats.mean
28			elif variable.is_discrete:
29			dist = distribution.get_distribution(data, variable)
30			value = dist.modus()
31			else:
32			raise TypeError("Variable must be continuous or discrete")
33
34			return variable.copy(compute_value=ReplaceUnknowns(variable, value))
35

hugobuddel / orange3

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Orange.preprocess.Average.__call__() A last analyzed 2015-12-08 12:38 UTC

Complexity

Size

Duplication

1. Missing Dependencies

2. Missing __init__.py files

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Orange.preprocess.Average.call() A
last analyzed 2015-12-08 12:38 UTC

2. Missing init.py files