Problem Statement (Asked By Jane Street)
The function cons(a, b)
creates a pair of two elements. Implement two functions:
car(pair)
: Extracts the first element of the pair.cdr(pair)
: Extracts the second element of the pair.
For instance:
car(cons(3, 4))
should return3
.cdr(cons(3, 4))
should return4
.
Below is the implementation of cons
:
def cons(a, b): def pair(f): return f(a, b) return pair
Your task is to define the car
and cdr
functions.
Disclaimer: Try solving the problem on your own first! Use this solution only as a reference to learn and improve.
Solution:
This is a fascinating example of using closures to encapsulate and manage data. The key lies in understanding how cons
, car
, and cdr
interact.
The cons
function takes two arguments, a
and b
, and returns an anonymous function that takes another function f
as its input. This function f
is then invoked with a
and b
. This means the output of cons
is a callable function that “stores” a
and b
implicitly through its closure.
To retrieve a
(the first element) or b
(the second element), we pass a specific function to the pair
. For car
, this function extracts the first parameter; for cdr
, it extracts the second parameter.
Here’s how you can implement this idea in Java:
import java.util.function.BiFunction; import java.util.function.Function; public class ConsExample { // Cons function: creates a pair public static <A, B> Function<BiFunction<A, B, ?>, ?> cons(A a, B b) { return (BiFunction<A, B, ?> f) -> f.apply(a, b); } // Car function: retrieves the first element public static <A, B> A car(Function<BiFunction<A, B, ?>, ?> pair) { return (A) pair.apply((a, b) -> a); } // Cdr function: retrieves the second element public static <A, B> B cdr(Function<BiFunction<A, B, ?>, ?> pair) { return (B) pair.apply((a, b) -> b); } public static void main(String[] args) { // Example usage Function<BiFunction<Integer, String, ?>, ?> pair = cons(42, "Hello"); // Retrieve the first and second elements int first = car(pair); String second = cdr(pair); System.out.println("First: " + first); // Output: First: 42 System.out.println("Second: " + second); // Output: Second: Hello } }
Explanation:
cons
Function:- Creates a closure by capturing the values
a
andb
. - Returns a function that takes a
BiFunction
and applies it toa
andb
.
- Creates a closure by capturing the values
car
Function:- Extracts the first element by applying a lambda function
(a, b) -> a
to the pair.
- Extracts the first element by applying a lambda function
cdr
Function:- Extracts the second element by applying a lambda function
(a, b) -> b
to the pair.
- Extracts the second element by applying a lambda function
Fun Fact:
In Lisp, cdr
is pronounced “cudder,” as a nod to its roots in the language’s historical implementation details.
This Java implementation mirrors the functional behavior of the original Python example and demonstrates how closures can be effectively used to encapsulate and retrieve data.
Did this solution help you understand the concept better? Let me know your thoughts in the comments below! Don’t forget to follow us on Instagram @coderz.py for more DSA tips and solutions to ace your coding interviews.
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