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CS320 explores the fundamentals of compiler design and implementation techniques. Taught by Professor David Walker, lectures cover key concepts, including source and target languages, parsing, lexing, intermediate forms, and code generation. Students will learn Standard ML for assignments and projects, utilizing resources like "Modern Compiler Implementation in ML" by Andrew Appel and "Elements of ML Programming" by Jeffrey Ullman. Key tasks include subscribing to the course mailing list, completing assignments, and understanding the intricacies of compilers through practical examples and theoretical discussions.
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CS 320: Compiling Techniques David Walker
People • David Walker (Professor) • 412 Computer Science Building • dpw@cs.princeton.edu • office hours: after each class • Dan Dantas (TA) • 417 Computer Science Building • ddantas@cs.princeton.edu • office hours: Mondays 2-3 PM
Information • Web site: • www.cs.princeton.edu/courses/archive/spring04/cos320/index.htm • Mailing list:
Books • Modern Compiler Implementation in ML • Andrew Appel • required • Elements of ML Programming • Jeffrey D. Ullman • also: online references; see Web site
Assignment 0 • Write your name and other information on the sheet circulating • Find, skim and bookmark the course web pages • Subscribe to course e-mail list • Begin assignment 1 • Read chapter 1 Appel • Figure out how to run & use SML • Due next Thursday 12
What is a compiler? • A compiler is program that translates a source language into an equivalent target language
What is a compiler? while (i > 3) { a[i] = b[i]; i ++ } C program compiler does this mov eax, ebx add eax, 1 cmp eax, 3 jcc eax, edx assembly program
What is a compiler? class foo { int bar; ... } Java program compiler does this struct foo { int bar; ... } C program
What is a compiler? class foo { int bar; ... } Java program compiler does this ........ ......... ........ Java virtual machine program
What is a compiler? \newcommand{ .... } Latex program compiler does this \sfd\sf\fadg Tex program
What is a compiler? \newcommand{ .... } Tex program compiler does this \sfd\sf\fadg Postscript program
What is a compiler? • Other places: • Web scripts are compiled into HTML • assembly language is compiled into machine language • hardware description language is compiled into a hardware circuit • ...
text file to abstract syntax lexing; parsing abstract syntax to intermediate form (IR) analysis; optimizations; data layout IR to machine code code generation; register allocation Compilers are complex front-end middle-end back-end
Tiger Source Language simple imperative language Instruction Trees as intermediate form (IR) type checking; data layout on the stack Code Generation instruction selection algorithms; register allocation via graph coloring Course project front-end middle-end back-end
Standard ML • Standard ML is a domain-specific language for building compilers • Support for • Complex data structures (abstract syntax, compiler intermediate forms) • Memory management like Java • Large projects with many modules • Advanced type system for error detection
Introduction to ML • You will be responsible for learning ML on your own. • Today I will cover some basics • Resources: • Jeffrey Ullman “Elements of ML Programming” • Robert Harper’s “an introduction to ML” • See course webpage for pointers and info about how to get the software
Intro to ML • Highlights • Data Structures for compilers • Data type definitions • Pattern matching • Strongly-typed language • Every expression has a type • Certain errors cannot occur • Polymorphic types provide flexibility • Flexible Module System • Abstract Types • Higher-order modules (functors)
Intro to ML • Interactive Language • Type in expressions • Evaluate and print type and result • Compiler as well • High-level programming features • Data types • Pattern matching • Exceptions • Mutable data discouraged
Preliminaries • Read – Eval – Print – Loop - 3 + 2;
Preliminaries • Read – Eval – Print – Loop - 3 + 2; > 5: int
Preliminaries • Read – Eval – Print – Loop - 3 + 2; > 5: int - it + 7; > 12 : int
Preliminaries • Read – Eval – Print – Loop - 3 + 2; > 5: int - it + 7; > 12 : int - it – 3; > 9 : int - 4 + true; stdIn:17.1-17.9 Error: operator and operand don't agree [literal] operator domain: int * int operand: int * bool in expression: 4 + true
Preliminaries • Read – Eval – Print – Loop - 3 div 0; Failure : Div - run-time error
Basic Values - (); > () : unit => like “void” in C (sort of) => the uninteresting value/type - true; > true : bool - false; > false : bool - if it then 3+2 else 7; “else” clause is always necessary > 7 : int - false andalso loop_Forever; > false : bool and also, or else short-circuit eval
Basic Values Integers - 3 + 2 > 5 : int - 3 + (if not true then 5 else 7); > 10 : int No division between expressions and statements Strings - “Dave” ^ “ “ ^ “Walker”; > “Dave Walker” : string - print “foo\n”; foo > 3 : int Reals - 3.14; > 3.14 : real
Using SML/NJ • Interactive mode is a good way to start learning and to debug programs, but… • Type in a series of declarations into a “.sml” file - use “foo.sml” [opening foo.sml] … list of declarations with their types
Larger Projects • SML has its own built in interactive “make” • Pros: • It automatically does the dependency analysis for you • No crazy makefile syntax to learn • Cons: • May be more difficult to interact with other languages or tools
Compilation Manager sources.cm a.sig b.sml c.sml Group is a.sig b.sml c.sml • % sml • OS.FileSys.chDir “~/courses/510/a2”; • CM.make(); looks for “sources.cm”, analyzes dependencies • [compiling…] compiles files in group • [wrote…] saves binaries in ./CM/ • - CM.make’“myproj/”(); specify directory
What is next? • ML has a rich set of structured values • Tuples: (17, true, “stuff”) • Records: {name = “Dave”, ssn = 332177} • Lists: 3::4::5::nil or [3,4]@[5] • Datatypes • Functions • And more! • Rather than list all the details, we will write a couple of programs
An interpreter • Interpreters are usually implemented as a series of transformers: lexing/ parsing evaluate print stream of characters abstract syntax abstract value stream of characters
A little language (LL) • An arithmetic expression e is • a boolean value • an if statement (if e1 then e2 else e3) • an integer • an add operation • a test for zero (isZero e)
LL abstract syntax in ML datatype term = Bool of bool | If of term * term * term | Num of int | Add of term * term | IsZero of term -- constructors are capitalized -- constructors can take a single argument of a particular type type of a tuple another eg: string * char vertical bar separates alternatives
LL abstract syntax in ML Add Add (Num 2, Num 3) represents the expression “2 + 3” Num Num 2 3
LL abstract syntax in ML If If (Bool true, Num 0, Add (Num 2, Num 3)) represents “if true then 0 else 2 + 3” Add Bool Num true Num Num 0 3 2
Function declarations function name function parameter fun isValue t = case t of Num n => true | Bool b => true | _ => false default pattern matches anything
What is the type of the parameter t? Of the function? function name function parameter fun isValue t = case t of Num n => true | Bool b => true | _ => false default pattern matches anything
What is the type of the parameter t? Of the function? fun isValue (t:term) : bool = case t of Num n => true | Bool b => true | _ => false val isValue : term -> bool ML does type inference => you need not annotate functions yourself (but it can be helpful)
A type error fun isValue t = case t of Num _ => true | _ => false ex.sml:22.3-24.15 Error: types of rules don't agree [literal] earlier rule(s): term -> int this rule: term -> bool in rule: _ => false
A type error Actually, ML will give you several errors in a row: ex.sml:22.3-25.15 Error: types of rules don't agree [literal] earlier rule(s): term -> int this rule: term -> bool in rule: Successor t2 => true ex.sml:22.3-25.15 Error: types of rules don't agree [literal] earlier rule(s): term -> int this rule: term -> bool in rule: _ => false
A very subtle error fun isValue t = case t of num => true | _ => false The code above type checks. But when we test it refined the function always returns “true.” What has gone wrong?
A very subtle error fun isValue t = case t of Num 0 => 1 | Add(Num t1,Num t2) => t1 + t2 | _ => 0 The code above type checks. But when we test it refined the function always returns “true.” What has gone wrong? -- num is not capitalized (and has no argument) -- ML treats it like a variable pattern (matches anything!)
Exceptions exception Error of string fun debug s : unit = raise (Error s)
Exceptions exception Error of string fun debug s : unit = raise (Error s) in SML interpreter: - debug "hello"; uncaught exception Error raised at: ex.sml:15.28-15.35
Evaluator fun isValue t = ... exception NoRule fun eval t = case t of Bool _ | Num _ => t | ...
Evaluator ... fun eval t = case t of Bool _ | Num _ => t | If(t1,t2,t3) => let val v = eval t1 in case v of Bool b => if b then (eval t2) else (eval t3) | _ => raise NoRule end let statement for remembering temporary results
Evaluator exception NoRule fun eval1 t = case t of Bool _ | Num _ => ... | ... | Add (t1,t2) => case (eval v1, eval v2) of (Num n1, Num n2) => Num (n1 + n2) | (_,_) => raise NoRule
Finishing the Evaluator fun eval1 t = case t of ... | ... | Add (t1,t2) => ... | IsZero t => ... be sure your case is exhaustive
Finishing the Evaluator fun eval1 t = case t of ... | ... | Add (t1,t2) => ... What if we forgot a case?
Finishing the Evaluator fun eval1 t = case t of ... | ... | Add (t1,t2) => ... What if we forgot a case? ex.sml:25.2-35.12 Warning: match nonexhaustive (Bool _ | Zero) => ... If (t1,t2,t3) => ... Add (t1,t2) => ...