Showing 443 of 443 total issues
Use def with parentheses when there are parameters. Open
def load_weights weights
- Read upRead up
- Exclude checks
This cops checks for parentheses around the arguments in method definitions. Both instance and class/singleton methods are checked.
Example: EnforcedStyle: require_parentheses (default)
# The `require_parentheses` style requires method definitions
# to always use parentheses
# bad
def bar num1, num2
num1 + num2
end
def foo descriptive_var_name,
another_descriptive_var_name,
last_descriptive_var_name
do_something
end
# good
def bar(num1, num2)
num1 + num2
end
def foo(descriptive_var_name,
another_descriptive_var_name,
last_descriptive_var_name)
do_something
end
Example: EnforcedStyle: requirenoparentheses
# The `require_no_parentheses` style requires method definitions
# to never use parentheses
# bad
def bar(num1, num2)
num1 + num2
end
def foo(descriptive_var_name,
another_descriptive_var_name,
last_descriptive_var_name)
do_something
end
# good
def bar num1, num2
num1 + num2
end
def foo descriptive_var_name,
another_descriptive_var_name,
last_descriptive_var_name
do_something
end
Example: EnforcedStyle: requirenoparenthesesexceptmultiline
# The `require_no_parentheses_except_multiline` style prefers no
# parantheses when method definition arguments fit on single line,
# but prefers parantheses when arguments span multiple lines.
# bad
def bar(num1, num2)
num1 + num2
end
def foo descriptive_var_name,
another_descriptive_var_name,
last_descriptive_var_name
do_something
end
# good
def bar num1, num2
num1 + num2
end
def foo(descriptive_var_name,
another_descriptive_var_name,
last_descriptive_var_name)
do_something
end
Use %i
or %I
for an array of symbols. Open
[:@layer_row_sizes, :@layer_col_sizes, :@nlayers, :@layer_shapes,
:@nweights_per_layer, :@nweights].each do |sym|
- Read upRead up
- Exclude checks
This cop can check for array literals made up of symbols that are not using the %i() syntax.
Alternatively, it checks for symbol arrays using the %i() syntax on projects which do not want to use that syntax.
Configuration option: MinSize
If set, arrays with fewer elements than this value will not trigger the
cop. For example, a MinSize of
3` will not enforce a style on an array
of 2 or fewer elements.
Example: EnforcedStyle: percent (default)
# good
%i[foo bar baz]
# bad
[:foo, :bar, :baz]
Example: EnforcedStyle: brackets
# good
[:foo, :bar, :baz]
# bad
%i[foo bar baz]
Line is too long. [81/80] Open
# That's it! 18 lines and you got a working neuroevolution algorithm, congrats :)
- Exclude checks
Prefer single-quoted strings when you don't need string interpolation or special symbols. Open
lib = File.expand_path("../lib", __FILE__)
- Read upRead up
- Exclude checks
Checks if uses of quotes match the configured preference.
Example: EnforcedStyle: single_quotes (default)
# bad
"No special symbols"
"No string interpolation"
"Just text"
# good
'No special symbols'
'No string interpolation'
'Just text'
"Wait! What's #{this}!"
Example: EnforcedStyle: double_quotes
# bad
'Just some text'
'No special chars or interpolation'
# good
"Just some text"
"No special chars or interpolation"
"Every string in #{project} uses double_quotes"
Prefer single-quoted strings when you don't need string interpolation or special symbols. Open
spec.add_development_dependency "rake", "~> 10.0"
- Read upRead up
- Exclude checks
Checks if uses of quotes match the configured preference.
Example: EnforcedStyle: single_quotes (default)
# bad
"No special symbols"
"No string interpolation"
"Just text"
# good
'No special symbols'
'No string interpolation'
'Just text'
"Wait! What's #{this}!"
Example: EnforcedStyle: double_quotes
# bad
'Just some text'
'No special chars or interpolation'
# good
"Just some text"
"No special chars or interpolation"
"Every string in #{project} uses double_quotes"
Use nested module/class definitions instead of compact style. Open
module MachineLearningWorkbench::NeuralNetwork
- Read upRead up
- Exclude checks
This cop checks the style of children definitions at classes and modules. Basically there are two different styles:
Example: EnforcedStyle: nested (default)
# good
# have each child on its own line
class Foo
class Bar
end
end
Example: EnforcedStyle: compact
# good
# combine definitions as much as possible
class Foo::Bar
end
The compact style is only forced for classes/modules with one child.
Line is too long. [89/80] Open
# @return [Array<NArray>] list of weight matrices, each uniquely describing a layer
- Exclude checks
Line is too long. [83/80] Open
# flatter makes activation less sensitive, better with large number of inputs
- Exclude checks
Space missing after comma. Open
NET = FFNN.new [2,2,1], act_fn: :logistic
- Read upRead up
- Exclude checks
Checks for comma (,) not followed by some kind of space.
Example:
# bad
[1,2]
{ foo:bar,}
# good
[1, 2]
{ foo:bar, }
unexpected token kEND
(Using Ruby 2.1 parser; configure using TargetRubyVersion
parameter, under AllCops
) Open
end
- Exclude checks
Dependencies should be sorted in an alphabetical order within their section of the gemspec. Dependency pry-doc
should appear before pry-stack_explorer
. Open
spec.add_development_dependency "pry-doc", "~> 0.12"
- Read upRead up
- Exclude checks
Dependencies in the gemspec should be alphabetically sorted.
Example:
# bad
spec.add_dependency 'rubocop'
spec.add_dependency 'rspec'
# good
spec.add_dependency 'rspec'
spec.add_dependency 'rubocop'
# good
spec.add_dependency 'rubocop'
spec.add_dependency 'rspec'
# bad
spec.add_development_dependency 'rubocop'
spec.add_development_dependency 'rspec'
# good
spec.add_development_dependency 'rspec'
spec.add_development_dependency 'rubocop'
# good
spec.add_development_dependency 'rubocop'
spec.add_development_dependency 'rspec'
# bad
spec.add_runtime_dependency 'rubocop'
spec.add_runtime_dependency 'rspec'
# good
spec.add_runtime_dependency 'rspec'
spec.add_runtime_dependency 'rubocop'
# good
spec.add_runtime_dependency 'rubocop'
spec.add_runtime_dependency 'rspec'
# good only if TreatCommentsAsGroupSeparators is true
# For code quality
spec.add_dependency 'rubocop'
# For tests
spec.add_dependency 'rspec'
required_ruby_version
(2.4, declared in machine_learning_workbench.gemspec) and TargetRubyVersion
(2.1, declared in .rubocop.yml) should be equal. Open
spec.required_ruby_version = '>= 2.4.0'
- Read upRead up
- Exclude checks
Checks that required_ruby_version
of gemspec and TargetRubyVersion
of .rubocop.yml are equal.
Thereby, RuboCop to perform static analysis working on the version
required by gemspec.
Example:
# When `TargetRubyVersion` of .rubocop.yml is `2.3`.
# bad
Gem::Specification.new do |spec|
spec.required_ruby_version = '>= 2.2.0'
end
# bad
Gem::Specification.new do |spec|
spec.required_ruby_version = '>= 2.4.0'
end
# good
Gem::Specification.new do |spec|
spec.required_ruby_version = '>= 2.3.0'
end
# good
Gem::Specification.new do |spec|
spec.required_ruby_version = '>= 2.3'
end
# good
Gem::Specification.new do |spec|
spec.required_ruby_version = ['>= 2.3.0', '< 2.5.0']
end
%q
-literals should be delimited by (
and )
. Open
spec.summary = %q[Workbench for practical machine learning in Ruby.]
- Read upRead up
- Exclude checks
This cop enforces the consistent usage of %
-literal delimiters.
Specify the 'default' key to set all preferred delimiters at once. You can continue to specify individual preferred delimiters to override the default.
Example:
# Style/PercentLiteralDelimiters:
# PreferredDelimiters:
# default: '[]'
# '%i': '()'
# good
%w[alpha beta] + %i(gamma delta)
# bad
%W(alpha #{beta})
# bad
%I(alpha beta)
Prefer single-quoted strings when you don't need string interpolation or special symbols. Open
spec.require_paths = ["lib"]
- Read upRead up
- Exclude checks
Checks if uses of quotes match the configured preference.
Example: EnforcedStyle: single_quotes (default)
# bad
"No special symbols"
"No string interpolation"
"Just text"
# good
'No special symbols'
'No string interpolation'
'Just text'
"Wait! What's #{this}!"
Example: EnforcedStyle: double_quotes
# bad
'Just some text'
'No special chars or interpolation'
# good
"Just some text"
"No special chars or interpolation"
"Every string in #{project} uses double_quotes"
Prefer single-quoted strings when you don't need string interpolation or special symbols. Open
spec.add_dependency "parallel", "~> 1.12"
- Read upRead up
- Exclude checks
Checks if uses of quotes match the configured preference.
Example: EnforcedStyle: single_quotes (default)
# bad
"No special symbols"
"No string interpolation"
"Just text"
# good
'No special symbols'
'No string interpolation'
'Just text'
"Wait! What's #{this}!"
Example: EnforcedStyle: double_quotes
# bad
'Just some text'
'No special chars or interpolation'
# good
"Just some text"
"No special chars or interpolation"
"Every string in #{project} uses double_quotes"
Unnecessary spacing detected. Open
gpu = false # prepare for switching to GPUs
- Read upRead up
- Exclude checks
This cop checks for extra/unnecessary whitespace.
Example:
# good if AllowForAlignment is true
name = "RuboCop"
# Some comment and an empty line
website += "/bbatsov/rubocop" unless cond
puts "rubocop" if debug
# bad for any configuration
set_app("RuboCop")
website = "https://github.com/bbatsov/rubocop"
Space between { and | missing. Open
@layer_row_sizes ||= struct.each_cons(2).collect {|prev, _curr| prev+1}
- Read upRead up
- Exclude checks
Checks that block braces have or don't have surrounding space inside them on configuration. For blocks taking parameters, it checks that the left brace has or doesn't have trailing space depending on configuration.
Example: EnforcedStyle: space (default)
# The `space` style enforces that block braces have
# surrounding space.
# bad
some_array.each {puts e}
# good
some_array.each { puts e }
Example: EnforcedStyle: no_space
# The `no_space` style enforces that block braces don't
# have surrounding space.
# bad
some_array.each { puts e }
# good
some_array.each {puts e}
Example: EnforcedStyleForEmptyBraces: no_space (default)
# The `no_space` EnforcedStyleForEmptyBraces style enforces that
# block braces don't have a space in between when empty.
# bad
some_array.each { }
some_array.each { }
some_array.each { }
# good
some_array.each {}
Example: EnforcedStyleForEmptyBraces: space
# The `space` EnforcedStyleForEmptyBraces style enforces that
# block braces have at least a spece in between when empty.
# bad
some_array.each {}
# good
some_array.each { }
some_array.each { }
some_array.each { }
Example: SpaceBeforeBlockParameters: true (default)
# The SpaceBeforeBlockParameters style set to `true` enforces that
# there is a space between `{` and `|`. Overrides `EnforcedStyle`
# if there is a conflict.
# bad
[1, 2, 3].each {|n| n * 2 }
# good
[1, 2, 3].each { |n| n * 2 }
Example: SpaceBeforeBlockParameters: true
# The SpaceBeforeBlockParameters style set to `false` enforces that
# there is no space between `{` and `|`. Overrides `EnforcedStyle`
# if there is a conflict.
# bad
[1, 2, 3].each { |n| n * 2 }
# good
[1, 2, 3].each {|n| n * 2 }
Space missing inside }. Open
@layer_row_sizes ||= struct.each_cons(2).collect {|prev, _curr| prev+1}
- Read upRead up
- Exclude checks
Checks that block braces have or don't have surrounding space inside them on configuration. For blocks taking parameters, it checks that the left brace has or doesn't have trailing space depending on configuration.
Example: EnforcedStyle: space (default)
# The `space` style enforces that block braces have
# surrounding space.
# bad
some_array.each {puts e}
# good
some_array.each { puts e }
Example: EnforcedStyle: no_space
# The `no_space` style enforces that block braces don't
# have surrounding space.
# bad
some_array.each { puts e }
# good
some_array.each {puts e}
Example: EnforcedStyleForEmptyBraces: no_space (default)
# The `no_space` EnforcedStyleForEmptyBraces style enforces that
# block braces don't have a space in between when empty.
# bad
some_array.each { }
some_array.each { }
some_array.each { }
# good
some_array.each {}
Example: EnforcedStyleForEmptyBraces: space
# The `space` EnforcedStyleForEmptyBraces style enforces that
# block braces have at least a spece in between when empty.
# bad
some_array.each {}
# good
some_array.each { }
some_array.each { }
some_array.each { }
Example: SpaceBeforeBlockParameters: true (default)
# The SpaceBeforeBlockParameters style set to `true` enforces that
# there is a space between `{` and `|`. Overrides `EnforcedStyle`
# if there is a conflict.
# bad
[1, 2, 3].each {|n| n * 2 }
# good
[1, 2, 3].each { |n| n * 2 }
Example: SpaceBeforeBlockParameters: true
# The SpaceBeforeBlockParameters style set to `false` enforces that
# there is no space between `{` and `|`. Overrides `EnforcedStyle`
# if there is a conflict.
# bad
[1, 2, 3].each { |n| n * 2 }
# good
[1, 2, 3].each {|n| n * 2 }
Do not use spaces between ->
and opening brace in lambda literals Open
-> (vec) { 1.7159 * NMath.tanh(2.0*vec/3.0) + 1e-3*vec }
- Read upRead up
- Exclude checks
This cop checks for spaces between -> and opening parameter brace in lambda literals.
Example: EnforcedStyle: requirenospace (default)
# bad
a = -> (x, y) { x + y }
# good
a = ->(x, y) { x + y }
Example: EnforcedStyle: require_space
# bad
a = ->(x, y) { x + y }
# good
a = -> (x, y) { x + y }
Line is too long. [81/80] Open
# @return [Array<NArray>] list of NArray matrices of weights (one per layer).
- Exclude checks