Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

• Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
• Code is considered more complex for each "break in the linear flow of the code"
• Code is considered more complex when "flow breaking structures are nested"

Further reading

• Cognitive Complexity docs
• Cognitive Complexity: A new way of measuring understandability

Boolean Parameter is a special case of Control Couple, where a method parameter is defaulted to true or false. A Boolean Parameter effectively permits a method's caller to decide which execution path to take. This is a case of bad cohesion. You're creating a dependency between methods that is not really necessary, thus increasing coupling.

Example

Given

class Dummy
  def hit_the_switch(switch = true)
    if switch
      puts 'Hitting the switch'
      # do other things...
    else
      puts 'Not hitting the switch'
      # do other things...
    end
  end
end

Reek would emit the following warning:

test.rb -- 3 warnings:
  [1]:Dummy#hit_the_switch has boolean parameter 'switch' (BooleanParameter)
  [2]:Dummy#hit_the_switch is controlled by argument switch (ControlParameter)

Note that both smells are reported, Boolean Parameter and Control Parameter.

Getting rid of the smell

This is highly dependent on your exact architecture, but looking at the example above what you could do is:

• Move everything in the if branch into a separate method
• Move everything in the else branch into a separate method
• Get rid of the hit_the_switch method alltogether
• Make the decision what method to call in the initial caller of hit_the_switch

Boolean Parameter is a special case of Control Couple, where a method parameter is defaulted to true or false. A Boolean Parameter effectively permits a method's caller to decide which execution path to take. This is a case of bad cohesion. You're creating a dependency between methods that is not really necessary, thus increasing coupling.

Example

Given

class Dummy
  def hit_the_switch(switch = true)
    if switch
      puts 'Hitting the switch'
      # do other things...
    else
      puts 'Not hitting the switch'
      # do other things...
    end
  end
end

Reek would emit the following warning:

test.rb -- 3 warnings:
  [1]:Dummy#hit_the_switch has boolean parameter 'switch' (BooleanParameter)
  [2]:Dummy#hit_the_switch is controlled by argument switch (ControlParameter)

Note that both smells are reported, Boolean Parameter and Control Parameter.

Getting rid of the smell

This is highly dependent on your exact architecture, but looking at the example above what you could do is:

• Move everything in the if branch into a separate method
• Move everything in the else branch into a separate method
• Get rid of the hit_the_switch method alltogether
• Make the decision what method to call in the initial caller of hit_the_switch

Boolean Parameter is a special case of Control Couple, where a method parameter is defaulted to true or false. A Boolean Parameter effectively permits a method's caller to decide which execution path to take. This is a case of bad cohesion. You're creating a dependency between methods that is not really necessary, thus increasing coupling.

Example

Given

class Dummy
  def hit_the_switch(switch = true)
    if switch
      puts 'Hitting the switch'
      # do other things...
    else
      puts 'Not hitting the switch'
      # do other things...
    end
  end
end

Reek would emit the following warning:

test.rb -- 3 warnings:
  [1]:Dummy#hit_the_switch has boolean parameter 'switch' (BooleanParameter)
  [2]:Dummy#hit_the_switch is controlled by argument switch (ControlParameter)

Note that both smells are reported, Boolean Parameter and Control Parameter.

Getting rid of the smell

This is highly dependent on your exact architecture, but looking at the example above what you could do is:

• Move everything in the if branch into a separate method
• Move everything in the else branch into a separate method
• Get rid of the hit_the_switch method alltogether
• Make the decision what method to call in the initial caller of hit_the_switch

A method with Too Many Statements is any method that has a large number of lines.

Too Many Statements warns about any method that has more than 5 statements. Reek's smell detector for Too Many Statements counts +1 for every simple statement in a method and +1 for every statement within a control structure (if, else, case, when, for, while, until, begin, rescue) but it doesn't count the control structure itself.

So the following method would score +6 in Reek's statement-counting algorithm:

def parse(arg, argv, &error)
  if !(val = arg) and (argv.empty? or /\A-/ =~ (val = argv[0]))
    return nil, block, nil                                         # +1
  end
  opt = (val = parse_arg(val, &error))[1]                          # +2
  val = conv_arg(*val)                                             # +3
  if opt and !arg
    argv.shift                                                     # +4
  else
    val[0] = nil                                                   # +5
  end
  val                                                              # +6
end

(You might argue that the two assigments within the first @if@ should count as statements, and that perhaps the nested assignment should count as +2.)

Too Many Instance Variables is a special case of LargeClass.

Example

Given this configuration

TooManyInstanceVariables:
  max_instance_variables: 3

and this code:

class TooManyInstanceVariables
  def initialize
    @arg_1 = :dummy
    @arg_2 = :dummy
    @arg_3 = :dummy
    @arg_4 = :dummy
  end
end

Reek would emit the following warning:

test.rb -- 5 warnings:
  [1]:TooManyInstanceVariables has at least 4 instance variables (TooManyInstanceVariables)

A Long Parameter List occurs when a method has a lot of parameters.

Example

Given

class Dummy
  def long_list(foo,bar,baz,fling,flung)
    puts foo,bar,baz,fling,flung
  end
end

Reek would report the following warning:

test.rb -- 1 warning:
  [2]:Dummy#long_list has 5 parameters (LongParameterList)

A common solution to this problem would be the introduction of parameter objects.

Boolean Parameter is a special case of Control Couple, where a method parameter is defaulted to true or false. A Boolean Parameter effectively permits a method's caller to decide which execution path to take. This is a case of bad cohesion. You're creating a dependency between methods that is not really necessary, thus increasing coupling.

Example

Given

class Dummy
  def hit_the_switch(switch = true)
    if switch
      puts 'Hitting the switch'
      # do other things...
    else
      puts 'Not hitting the switch'
      # do other things...
    end
  end
end

Reek would emit the following warning:

test.rb -- 3 warnings:
  [1]:Dummy#hit_the_switch has boolean parameter 'switch' (BooleanParameter)
  [2]:Dummy#hit_the_switch is controlled by argument switch (ControlParameter)

Note that both smells are reported, Boolean Parameter and Control Parameter.

Getting rid of the smell

This is highly dependent on your exact architecture, but looking at the example above what you could do is:

• Move everything in the if branch into a separate method
• Move everything in the else branch into a separate method
• Get rid of the hit_the_switch method alltogether
• Make the decision what method to call in the initial caller of hit_the_switch

Duplication occurs when two fragments of code look nearly identical, or when two fragments of code have nearly identical effects at some conceptual level.

Reek implements a check for Duplicate Method Call.

Example

Here's a very much simplified and contrived example. The following method will report a warning:

def double_thing()
  @other.thing + @other.thing
end

One quick approach to silence Reek would be to refactor the code thus:

def double_thing()
  thing = @other.thing
  thing + thing
end

A slightly different approach would be to replace all calls of double_thing by calls to @other.double_thing:

class Other
  def double_thing()
    thing + thing
  end
end

The approach you take will depend on balancing other factors in your code.

Duplication occurs when two fragments of code look nearly identical, or when two fragments of code have nearly identical effects at some conceptual level.

Reek implements a check for Duplicate Method Call.

Example

Here's a very much simplified and contrived example. The following method will report a warning:

def double_thing()
  @other.thing + @other.thing
end

One quick approach to silence Reek would be to refactor the code thus:

def double_thing()
  thing = @other.thing
  thing + thing
end

A slightly different approach would be to replace all calls of double_thing by calls to @other.double_thing:

class Other
  def double_thing()
    thing + thing
  end
end

The approach you take will depend on balancing other factors in your code.