Passing a method as a parameter in Ruby
I am trying to mess around a little bit with Ruby. Therefor I try to implement the algorithms (given in Python) from the book "Programming Collective Intelligence" Ruby.
In chapter 8 the author passes a method a as parameter. This seems to work in Python but not in Ruby.
I have here the method
def gaussian(dist, sigma=10.0)
foo
end
and want to call this with another method
def weightedknn(data, vec1, k = 5, weightf = gaussian)
foo
weight = weightf(dist)
foo
end
All I got is an error
ArgumentError: wrong number of arguments (0 for 1)
The comments referring to blocks and Procs are correct in that they are more usual in Ruby. But you can pass a method if you want. You call method
to get the method and .call
to call it:
def weightedknn( data, vec1, k = 5, weightf = method(:gaussian) )
...
weight = weightf.call( dist )
...
end
You want a proc object:
gaussian = Proc.new do |dist, *args|
sigma = args.first || 10.0
...
end
def weightedknn(data, vec1, k = 5, weightf = gaussian)
...
weight = weightf.call(dist)
...
end
Just note that you can't set a default argument in a block declaration like that. So you need to use a splat and setup the default in the proc code itself.
Or, depending on your scope of all this, it may be easier to pass in a method name instead.
def weightedknn(data, vec1, k = 5, weightf = :gaussian)
...
weight = self.send(weightf)
...
end
In this case you are just calling a method that is defined on an object rather than passing in a complete chunk of code. Depending on how you structure this you may need replace self.send
with object_that_has_the_these_math_methods.send
Last but not least, you can hang a block off the method.
def weightedknn(data, vec1, k = 5)
...
weight =
if block_given?
yield(dist)
else
gaussian.call(dist)
end
end
...
end
weightedknn(foo, bar) do |dist|
# square the dist
dist * dist
end
But it sounds like you would like more reusable chunks of code here.
You can pass a method as parameter with method(:function)
way. Below is a very simple example:
def double(a) return a * 2 end => nil def method_with_function_as_param( callback, number) callback.call(number) end => nil method_with_function_as_param( method(:double) , 10 ) => 20
The normal Ruby way to do this is to use a block.
So it would be something like:
def weightedknn( data, vec1, k = 5 )
foo
weight = yield( dist )
foo
end
And used like:
weightenknn( data, vec1 ) { |dist| gaussian( dist ) }
This pattern is used extensively in Ruby.
You can use the &
operator on the Method
instance of your method to convert the method to a block.
Example:
def foo(arg)
p arg
end
def bar(&block)
p 'bar'
block.call('foo')
end
bar(&method(:foo))
More details at http://weblog.raganwald.com/2008/06/what-does-do-when-used-as-unary.html