How to resolve the algorithm Monads/Writer monad step by step in the Ruby programming language
How to resolve the algorithm Monads/Writer monad step by step in the Ruby programming language
Table of Contents
Problem Statement
The Writer monad is a programming design pattern which makes it possible to compose functions which return their result values paired with a log string. The final result of a composed function yields both a value, and a concatenation of the logs from each component function application. Demonstrate in your programming language the following:
Let's start with the solution:
Step by Step solution about How to resolve the algorithm Monads/Writer monad step by step in the Ruby programming language
The provided Ruby code demonstrates the use of the Writer class to perform a series of mathematical operations on a value while keeping track of the operations performed.
Here's a detailed explanation:
-
Writer Class: The Writer class is defined with two instance variables:
@value
, which holds the current value, and@log
, which records the operations performed on the value. It has aninitialize
method that takes two parameters:value
andlog
. Ifvalue
is a Proc (a Ruby closure),@log
is set to the providedlog
string. Otherwise,@log
is set to the concatenation oflog
and the string representation ofvalue
. -
Writer::unit Method: This class method creates a new Writer object with the given
value
andlog
. -
bind Method: This method is defined on the Writer class and takes a
mwriter
argument, which is another Writer object. It returns a new Writer object with the following:new_value
: The result of calling themwriter.value
Proc with the current@value
as the argument.new_log
: The concatenation of the current@log
andmwriter.log
.
-
Lambda Functions: The code defines three lambda functions:
lam_sqrt
: Calculates the square root of a number.lam_add_one
: Adds one to a number.lam_half
: Divides a number by 2.
-
Creating Writer Objects: The code creates three Writer objects using the
Writer::unit
method:sqrt
: Represents the square root operation.add_one
: Represents the addition operation.half
: Represents the division operation.
-
Chain of Operations: A chain of operations is performed on the initial Writer object
m1
(with an initial value of 5) by using thebind
method:m1.bind(sqrt)
applies the square root operation.m1.bind(add_one)
applies the add one operation.m1.bind(half)
applies the division by 2 operation.- The result is stored in
m2
.
-
Accessing Value and Log: The code prints the final value (
m2.value
), which is the result of the combined operations. It also prints them2.log
, which shows the sequence of operations performed to derive the final value.
In summary, this code uses the Writer class to create a chain of mathematical operations and keep track of the operations performed during the calculation. This approach allows for a clear and auditable record of the operations and the resulting value.
Source code in the ruby programming language
# 20220720 Ruby programming solution
class Writer
attr_reader :value, :log
def initialize(value, log = "New")
@value = value
if value.is_a? Proc
@log = log
else
@log = log + ": " + @value.to_s
end
end
def self.unit(value, log)
Writer.new(value, log)
end
def bind(mwriter)
new_value = mwriter.value.call(@value)
new_log = @log + "\n" + mwriter.log
self.class.new(new_value, new_log)
end
end
lam_sqrt = ->(number) { Math.sqrt(number) }
lam_add_one = ->(number) { number + 1 }
lam_half = ->(number) { number / 2.0 }
sqrt = Writer.unit( lam_sqrt, "Took square root")
add_one = Writer.unit( lam_add_one, "Added one")
half = Writer.unit( lam_half, "Divided by 2")
m1 = Writer.unit(5, "Initial value")
m2 = m1.bind(sqrt).bind(add_one).bind(half)
puts "The final value is #{m2.value}\n\n"
puts "This value was derived as follows:"
puts m2.log
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