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Lecture 19: Environments CS200: Computer Science University of Virginia Computer Science David Evans http://www.cs.virginia.edu/~evans Menu • Exam 1 • Environments • Evaluation Rules 27 February 2002 CS 200 Spring 2002 2 How does Exam 1 compare to other CS classes? 27 February 2002 CS 200 Spring 2002 3 CS 101 (Spring 2001) 7. Why do programmers comment? (a) Give compiler extra instructions (b) Aid readability (c) To hide code for debugging purposes (d) (b) and (c) “Correct” answer (e) none of the above 27 February 2002 CS 200 Spring 2002 4 Why Comment? • To assign credit, blame or (non) liability (your name, copyright, disclaimer) • To document external assumptions • To remind you what you are doing (e.g., ;;; This is a bug!) • To keep code readers entertained with jokes, poems, and stories • To make sure your employer has to rehire you to fix the code (comments in foreign languages are especially effective) 27 February 2002 CS 200 Spring 2002 5 CS 201 (Fall 2001) 5. [13 points total] Recursion. The “SuperCool” function is defined for positive integers greater than or equal to zero as: supercool(i) = supercool(i-1) * supercool(i-2); supercool(0) = 1; supercool(1) = 2; For example: supercool(2) = 2 * 1 = 2 supercool(3) = 2 * 2 = 4 supercool(4) = 4 * 2 = 8 supercool(5) = 8 * 4 = 32 Write a recursive function that calculates supercool. Your function must be recursive to receive any credit. 27 February 2002 CS 200 Spring 2002 6 CS 415 (Spring 2002) 3. Define a function (zip op x y) that takes lists (x1 x2 x3 ....) and (y1 y2 y3 ...) and evaluated to the list ((op x1 y1) (op x2 y2) (op x3 y3) ...). Examples: > (zip + '(1 2 3 4) '(5 10 15 20)) (6 12 18 24) > (zip list '(a b c d) '(6 7 8 9)) ((a 6) (b 7) (c 8) (d 9)) 27 February 2002 CS 200 Spring 2002 7 zip (define (zip f list1 list2) (if (null? list1) null (cons (f (car list1) (car list2)) (zip f (cdr list1) (cdr list2))))) (define zip map) 27 February 2002 CS 200 Spring 2002 (Easy way) 8 CS 655 (Spring 2001) 1. Mergering a. Write a Scheme procedure listadder that combines two lists by adding their elements. For example, (listadder '(3 1 3) '(3 4 2)) should produce (6 5 5). b. Write deeplistadder that works on nested lists also. For example, (deeplistadder '((1 2 (3 4)) 4) '((1 2 (3 4)) 6)) should produce ((2 4 (6 8)) 10). 27 February 2002 CS 200 Spring 2002 9 listadder (define (listadder list1 list2) (if (null? list1) '() (cons (+ (car list1) (car list2)) (listadder (cdr list1) (cdr list2))))) 27 February 2002 CS 200 Spring 2002 10 deeplistadder (define (deeplistadder list1 list2) (if (null? list1) list1 (if (list? (car list1)) (cons (deeplistadder (car list1) (car list2)) (deeplistadder (cdr list1) (cdr list2))) (cons (+ (car list1) (car list2)) (deeplistadder (cdr list1) (cdr list2)))))) 27 February 2002 CS 200 Spring 2002 11 deeplistmerger (define (deeplistmerger f list1 list2) (if (null? list1) list1 (if (list? (car list1)) (cons (deeplistmapper f (car list1) (car list2)) (deeplistmapper f (cdr list1) (cdr list2))) (cons (f (car list1) (car list2)) (deeplistmapper f (cdr list1) (cdr list2)))))) 27 February 2002 CS 200 Spring 2002 12 PhD Qualifying Exam Using any language you want, write a program that reverses a list? 27 February 2002 CS 200 Spring 2002 13 reverse • A recursive definition: – Reversing an empty list is an empty list – To reverse a non-empty list, put the first element of the list at the end of the result of reversing the rest of the list (a . rest) 1234 27 February 2002 (reverse rest) . a (reverse 2 3 4) 1 (reverse 3 4) 2 1 (reverse 4) 3 2 1 (reverse ) 4 3 2 1 4321 CS 200 Spring 2002 14 reverse try 1: (define (reverse lst) (if (null? lst) lst (cons (reverse (cdr lst)) (car lst)))) (reverse ‘(1 2)) ((lambda (lst) (if (null? lst) lst (cons (reverse (cdr lst)) (car lst)))) ‘(1 2 (if (null? ‘(1 2)) ‘(1 2) (cons (reverse (cdr ‘(1 2))) (car ‘(1 2)))) (cons (reverse ‘(2)) 1) (cons 2 1) Not the list (2 1) (2 . 1) 27 February 2002 CS 200 Spring 2002 15 reverse (define (reverse lst) (if (null? lst) lst (append (reverse (cdr lst)) (list (car lst))))) (n) 27 February 2002 n times reverse is (n2) Challenge: Define a reverse procedure that is (n) without using CS 200 mutation Spring 2002 16 Environments 27 February 2002 CS 200 Spring 2002 17 (define nest (lambda (x) (lambda (x) (+ x x)))) > ((nest 3) 4) 8 27 February 2002 CS 200 Spring 2002 Does the substitution model of evaluation tell us how to evaluate this? 18 Review: Names, Places, Mutation • A name is a place for storing a value. • define creates a new place • cons creates two new places, the car and the cdr • (set! name expr) changes the value in the place name to the value of expr • (set-car! pair expr) changes the value in the car place of pair to the value of expr • (set-cdr! pair expr) changes the value in the cdr place of pair to the value of expr 27 February 2002 CS 200 Spring 2002 19 Lambda and Places • (lambda (x) …) also creates a new place named x • The passed argument is put in that place > (define x 3) > ((lambda (x) x) 4) 4 >x 3 27 February 2002 x:3 x:4 How are these places different? CS 200 Spring 2002 20 Location, Location, Location • Places live in frames • An environment is a pointer to a frame • We start in the global environment • Application creates a new frame • All frames except the global frame have one parent frame 27 February 2002 CS 200 Spring 2002 21 Environments global environment + : #<primitive:+> null? : #<primitive:null?> x:3 The global environment points to the outermost frame. It starts with all Scheme primitives. > (define x 3) 27 February 2002 CS 200 Spring 2002 22 Procedures global environment + : #<primitive:+> null? : #<primitive:null?> x:3 double: ?? > (define double (lambda (x) (+ x x))) 27 February 2002 CS 200 Spring 2002 23 How to Draw a Procedure • A procedure needs both code and an environment – We’ll see why soon • We draw procedures like this: Environment pointer Code pointer parameters: x body: (+ x x) 27 February 2002 CS 200 Spring 2002 24 Procedures global environment + : #<primitive:+> null? : #<primitive:null?> x:3 double: > (define double (lambda (x) (+ x x))) 27 February 2002 CS 200 Spring 2002 parameters: x body: (+ x x) 25 Application • Old rule: (Substitution model) Apply Rule 2: Compounds. If the procedure is a compound procedure, evaluate the body of the procedure with each formal parameter replaced by the corresponding actual argument expression value. 27 February 2002 CS 200 Spring 2002 26 Application 1. Construct a new frame, enclosed in the environment of this procedure 2. Make places in that frame with the names of each parameter 3. Put the values of the parameters in those places 4. Evaluate the body in the new environment 27 February 2002 CS 200 Spring 2002 27 1. 2. 3. 4. Construct a new frame, global environment enclosed in the environment of this + : #<primitive:+> procedure Make places in that double: x:3 frame with the names of each parameter Put the values of the parameters in those parameters: x places body: (+ x x) Evaluate the body in the new environment x :4 > (double 4) (+ x) 8 4x 4) 8 27 February 2002 CS 200 Spring 2002 28 global environment (define nest (lambda (x) (lambda (x) (+ x x)))) > ((nest 3) 4) + : #<primitive:+> x:3 x :3 nest: parameters: x body: (lambda (x) (+ x x)) (nest 3) (x) (+ x x)) 4) ((lambda x :4 (+ x x) Evaluation Rule 2 (Names) If the expression is a name, it evaluates to the value associated with that name. To find the value associated with a name, look for the name in the frame pointed to by the evaluation environment. If it contains a place with that name, use the value in that place. If it doesn’t, evaluate the name using the frame’s parent environment as the new evaluation environment. If the frame has no parent, error (name is not a place). 27 February 2002 CS 200 Spring 2002 30 evaluate-name (define (evaluate-name name env) (if (null? env) (error “Undefined name: …”) (if (frame-contains name (get-frame env)) (lookup name (get-frame env)) (evaluate-name name (parent-environment (get-frame env)))))) Hmm…maybe we can define a Scheme interpreter in Scheme! 27 February 2002 CS 200 Spring 2002 31 Charge • Mutation makes evaluation rules more complicated • Environment diagrams quickly get complicated – but like substitution evaluations, just follow rules mechanically • Read SICP Ch 3 (through p. 266) • Get cracking on PS5 – Lab hours – Monday 8-9:30 • After Spring Break – we will define our own Scheme interpreter! 27 February 2002 CS 200 Spring 2002 32