I have a situation for Ruby, where an object is possibly necessary to be created, but it is not sure. And as the creation of the object might be costly I am not too eager creating it. I think this is a clear case for lazy loading. How can I define an object which is not created only when someone sends a message to it? The object would be created in a block. Is there a way for simple lazy loading/initialisation in Ruby? Are these things supported by some gems, which provide different solutions for various cases of lazy initialisation of objects? Thanks for your suggestions!
Lazy enumeration means that an expression is only processed when we are working with the result. There are languages that are lazy by default, like Haskell, and many others are implementing a way to lazily evaluate expressions.
Lazy evaluation is an evaluation strategy which holds the evaluation of an expression until its value is needed. It avoids repeated evaluation. Haskell is a good example of such a functional programming language whose fundamentals are based on Lazy Evaluation.
Lazy evaluation (or call-by-need) delays evaluating an expression until it is actually needed; when it is evaluated, the result is saved so repeated evaluation is not needed. Lazy evaluation is a technique that can make some algorithms easier to express compactly or much more efficiently, or both.
Lazy evaluation means that if you tell Spark to operate on a set of data, it listens to what you ask it to do, writes down some shorthand for it so it doesn't forget, and then does absolutely nothing. It will continue to do nothing, until you ask it for the final answer.
There are two ways.
The first is to let the caller handle lazy object creation. This is the simplest solution, and it is a very common pattern in Ruby code.
class ExpensiveObject
def initialize
# Expensive stuff here.
end
end
class Caller
def some_method
my_object.do_something
end
def my_object
# Expensive object is created when my_object is called. Subsequent calls
# will return the same object.
@my_object ||= ExpensiveObject.new
end
end
The second option is to let the object initialise itself lazily. We create a delegate object around our actual object to achieve this. This approach is a little more tricky and not recommended unless you have existing calling code that you can't modify, for example.
class ExpensiveObject # Delegate
class RealExpensiveObject # Actual object
def initialize
# Expensive stuff here.
end
# More methods...
end
def initialize(*args)
@init_args = args
end
def method_missing(method, *args)
# Delegate to expensive object. __object method will create the expensive
# object if necessary.
__object__.send(method, *args)
end
def __object__
@object ||= RealExpensiveObject.new(*@init_args)
end
end
# This will only create the wrapper object (cheap).
obj = ExpensiveObject.new
# Only when the first message is sent will the internal object be initialised.
obj.do_something
You could also use the stdlib delegate
to build this on top of.
If you want to lazily evaluate pieces of code, use a proxy:
class LazyProxy
# blank slate... (use BasicObject in Ruby 1.9)
instance_methods.each do |method|
undef_method(method) unless method =~ /^__/
end
def initialize(&lazy_proxy_block)
@lazy_proxy_block = lazy_proxy_block
end
def method_missing(method, *args, &block)
@lazy_proxy_obj ||= @lazy_proxy_block.call # evaluate the real receiver
@lazy_proxy_obj.send(method, *args, &block) # delegate unknown methods to the real receiver
end
end
You then use it like this:
expensive_object = LazyProxy.new { ExpensiveObject.new }
expensive_object.do_something
You can use this code to do arbitrarily complex initialization of expensive stuff:
expensive_object = LazyProxy.new do
expensive_helper = ExpensiveHelper.new
do_really_expensive_stuff_with(expensive_helper)
ExpensiveObject.new(:using => expensive_helper)
end
expensive_object.do_something
How does it work? You instantiate a LazyProxy object that holds instructions on how to build some expensive object in a Proc. If you then call some method on the proxy object, it first instantiates the expensive object and then delegates the method call to it.
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