rigorous software development csci-ga 3033-011 instructor: thomas wies spring 2012 lecture 8

Rigorous Software DevelopmentCSCI-GA 3033-011

Instructor: Thomas Wies

Spring 2012

Lecture 8

Run-time vs. Static Checking

• Runtime Assertion Checking (RAC)– finds errors at run time,– tests for violation during execution,– can check most of the JML,– depends on appropriate test cases.

• (Extended) Static Checking (ESC)– finds errors at compile time,– proves that there is no violation – higher degree of confidence,– can check only parts of the JML,– does not require test cases.

ESC/Java 2• Developed by the DEC Software Research Center (now HP

Research)• Extended by David Cok and Joe Kiniry (Kind Software)• Proves correctness of Java code wrt. JML specifications • Is not sound: may approve an incorrect program• Is not complete: may complain about a correct program• Is useful to find many errors• Works with Java 1.5

Homepage: http://kindsoftware.com/products/opensource/ESCJava2Download link: ESCJava2.0.5

Importance of Specifications

• ESC/Java checks that each method behaves correctly in all calling contexts admitted by the specification.

• Programmer needs to provide method contracts and invariants to reduce the number of alarms produced by the tool.

• The tool emits three types of alarms:– error: program is not well-formed (syntax/type error)– warning: a likely error that might disappear when the

user provides a stronger specification– caution: a property has not been checked

Absence of Runtime Exceptions

ESC checks that no undeclared runtime exceptions occur.• NullPointerException• ClassCastException• ArrayIndexOutOfBoundsException• ArrayStoreException• ArithmeticException• NegativeArraySizeException• other run-time exception, e.g., when calling library

functions.

ESC/Java and JML Specifications

• ESC/Java also checks JML specifications:– ensures clauses at end of a called method,– requires clauses before call of a method,– assert statements,– signals clauses,– invariants (loop invariants and class invariants).

• ESC/Java assumes that some specifications hold:– requires clauses at entry of a method,– ensures clauses after return of a called method,– assume statements,– invariants (loop invariants and class invariants).

ESC/Java 2 Demo

Consider the following code:

Object[] a;void m(int i) { a[i] = "Hello";}

• Is a a null pointer? (NullPointerException)• Is i non-negative? (ArrayIndexOutOfBoundsException)• Is i smaller than the array length?

(ArrayIndexOutOfBoundsException)• Is a an array of Object or String? (ArrayStoreException)

ESC/Java warns about these issues.

NullPointerExceptionpublic void put(Object o) { int hash = o.hashCode(); ...}

ESC/Java reports: Possible null dereference

Solutions:• Declare o as non_null.• Add o != null to precondition.• Add throws NullPointerException

or add signals (NullPointerException) o == null.• Add Java code that handles null pointers:int hash = (o == null ? 0 : o.hashCode());

ClassCastExceptionclass Priority implements Comparable { public int compareTo(Object other) { Priority o = (Priority) other; ... }}

ESC/Java reports: Possible type cast error.

Solutions:• Add throws ClassCastException or add

signals (ClassCastException) !(other instanceof Priority))

• Add Java code that handles differently typed objects:if (!(other instanceof Priority)) return -other.compareTo(this)Priority o = ...

ArrayIndexOutOfBoundsException

void write(/*@non_null@*/ byte[] what, int offset, int len) { for (int i = 0; i < len; i++) { write(what[offset + i]); }}

ESC/Java reports: Possible negative array index

Solution:• Add offset >= 0 to pre-condition.

This results in Array index possibly too large.• Add offset + len <= what.length.• ESC/Java does not complain but there is still a problem.

If offset and len are very large numbers, then offset + len can be negative. The code would throw an ArrayIndexOutOfBoundsException at runtime.

• The correct pre-condition is:/*@ requires offset >= 0 && offset + len >= offset && @ offset + len <= what.length; @*/

ArrayStoreException

public class Stack { /*@non_null@*/ Object[] elems; int top; /*@ invariant 0 <= top && top <= elems.length @*/ /*@ requires top < elems.length; @*/ void add(Object o) { elems[top++] = o; }

ESC/Java reports:Type of right-hand side possibly not a subtype of array element type (ArrayStore).

Solutions:• Add an invariant \typeof(elems) == \type(Object[]).• Add a precondition \typeof(o) <: \elemtype(\typeof(elems)).

Java Types and JML

• \typeof gets the runtime type of an expression:\typeof(obj) » obj.getClass()

• \elemtype gets the base type of an array type:\elemtype(t1) » t1.getComponentType()

• \type gets the type representing the given Java type:\type(Foo) » Foo.class

• <: means is sub-type of:t1 <: t2 » t2.isAssignableFrom(t1)

ArithmeticException

class HashTable { /*@non_null@*/ Bucket[] buckets; void put(/*@non_null@*/ Object key, Object val) { int hash = key.hashCode() % buckets.length; ... }

ESC/Java reports: Possible division by zero

Solution:• Add class invariant buckets.length > 0.• Run ESC/Java again to check that this invariant holds.

It probably warns about a Possible negative array index.

Exceptions in Library Functions

class Bag { /*@ non_null @*/ Object[] elems; void sort() { java.util.Arrays.sort(elems); }}

ESC/Java reports: Possible unexpected exception• Look in escjava/specs/java/util/Arrays.refines-spec!• Array.sort() has pre-condition:elems[i] instanceof Comparable for all i.

• Solution: Add similar condition as class invariant.

Modular Checking

• ESC/Java checks each method in each class in isolation.

• Each method body is transformed into straight-line code with inlined specs, but with all method calls and loops eliminated.

• Straight-line code is then transformed into logical formulas that are given to an automated theorem prover.

assume and assert

The basic specifications in ESC/Java are assume and assert. /*@ assume this.next != null; @*/ this.next.prev = this; /*@ assert this.next.prev == this; @*/

• ESC/Java proves that if the assume statement holds in the pre-state, the assert statement holds in the post-state.

• Such a triple of specification and code is calledHoare triple.

Checking for Runtime Errors

To check for runtime errors ESC/Java automatically inserts appropriate assert statements: a[x] = "Hello";becomes /*@ assert a != null && x >= 0 && x < a.length && @ \typeof("Hello") <: \elemtype(\typeof(a)); @*/ a[x] = "Hello";

Inlining requires and ensures

The method specification is just translated into assume and assert: /*@ requires n > 0; @ ensures \result == (int) Math.sqrt(n); @*/ int m() { body return x; }

becomes:

/*@ assume n > 0; @*/ body /*@ assert x == (int) Math.sqrt(n); @*/

Eliminating Method Calls

And if method m is called, the roles of assume and assert are interchanged: ... y = m(x); ...becomes: ... /*@ assert x > 0; @*/ y = m_x; // m_x is a “fresh” variable /*@ assume y == (int) Math.sqrt(x); @*/ ...

Handling Loopsint a[] = new int[6]; for (int i = 0; i <= 6; i++) { a[i] = i;}

> escj -q Loop.java0 warnings

> escj -Loop 7 -q Loop.javaLoop.java:5: Warning: Array index possibly too large (IndexTooBig)

a[i] = i; ^

1 warning

> escj -LoopSafe -q Loop.javaLoop.java:5: Warning: Array index possibly too large (IndexTooBig)

a[i] = i; ^

1 warning

Adding Loop Invariants

int a[] = new int[6];for (int i = 0; i < 6; i++) a[i] = i;

> escj -LoopSafe -q Loop.javaLoop.java:6: Warning: Possible negative array index (IndexNegative) a[i] = i; ^1 warning

Adding Loop Invariants

public void m() { int a[] = new int[6]; //@ maintaining i >= 0; for (int i = 0; i < 6; i++) a[i] = i;}> escj -LoopSafe -q Loop.java0 warnings

Caution with assume

Never assume something that is not true, otherwise ESC/Java will be able to prove everything: /*@nullable*/ Object o = null; /*@ assume o != null; @*/ Object[] a = new String[-5]; a[-3] = new Integer(2);

> escj -q BadAssume.java0 warnings

ESC/Java is not completeESC/Java can only do limited reasoning: /*@ requires i == 5 && j== 3; @ ensures \result == 15; @*/ int m(int i, int j) { return i*j; }

Incomplete.java:7: Warning: Postcondition possibly not established (Post) } ^Associated declaration is “Incomplete.java", line 3, col 6:@ ensures \result == 15;

Adding a good assumption can help eliminate such warnings, e.g. int m(int i, int j) { /*@ assume 15 == 5 * 3; @*/ return i*j; }

But this is dangerous since assume statements are not checked.

Class Invariants

• Class invariants are properties that must hold at the entry and exit point of every method

• They often express properties about the consistency of the internal representation of an object.

• They are typically transparent to clients of an object.

• They are sometimes also called object invariants or instance invariants.

The Problem with Class Invariants

There are some problems with class invariants:• Ownership: invariants can depend on fields of other

objects.– For example, the invariant of List accesses Node fields.

• Callback: invariants can be temporarily violated.– While the invariant is violated, we call a different method

that calls back to the same object.• Atomicity: invariants can be temporarily violated.– While the invariant is violated, another thread accesses

object.

The Problem with Class Invariants

• ESC/Java checks the highlighted assumes and asserts.• This is unsound!

public class SomeClass { /*@ invariant inv; @*/ /*@ requires P; @ ensures Q; @*/ public void doSomething() { //@ assume(P); //@ assume(inv); ...code of doSomething... //@ assert(Q); //@ assert(inv); }}

public class OtherClass { public void caller(SomeClass o) { ...some other code... //@ assert(P); o.doSomething(); //@ assume(Q); }}

Invariants May Depend on Other ObjectsConsider a doubly linked list: class Node { Node prev, next; /*@ invariant this.prev.next == this && this.next.prev == this; @*/ } class List { private Node first; public void add() { Node newnode = new Node(); newnode.prev = first.prev; newnode.next = first; first.prev.next = newnode; first.prev = newnode; } }

The invariant of this depends on the fields of this.next and this.prev. Moreover the List.add function changes the fields of the invariants of Node.

List ExampleFirst observation: the invariant should be put into the List class:

class Node { Node prev, next; } class List { private Node first; /*@ private ghost JMLObjectSet nodes; @*/ /*@ invariant (\forall Node n; nodes.has(n); n.prev.next == n && n.next.prev == n); @*/ public void add() { Node newnode = new Node(); newnode.prev = first.prev; newnode.next = first; first.prev.next = newnode; first.prev = newnode; //@ set nodes = nodes.insert(newnode); } }

List ExampleSecond observation: Node objects much not be shared between to different lists. class Node { /*@ ghost Object owner; @*/ Node prev, next; } class List { private Node first; /*@ private ghost JMLObjectSet nodes; @*/ /*@ invariant (\forall Node n; nodes.has(n); n.prev.next == n && n.next.prev == n && n.owner == this); @*/ public void add() { Node newnode = new Node(); //@ set newnode.owner = this; newnode.prev = first.prev; newnode.next = first; first.prev.next = newnode; first.prev = newnode; //@ set nodes = nodes.insert(newnode); }

List ExampleThird observation: One may only change the owned fields. class Node { /*@ ghost Object owner; @*/ Node prev, next; } class List { private Node first; /*@ private ghost JMLObjectSet nodes; @*/ /*@ invariant (\forall Node n; nodes.has(n); n.prev.next == n && n.next.prev == n && n.owner == this); @*/ public void add() { Node newnode = new Node(); //@ set newnode.owner = this; newnode.prev = first.prev; newnode.next = first; //@ assert(first.prev.owner == this) first.prev.next = newnode; //@ assert(first.owner == this) first.prev = newnode; //@ set nodes = nodes.insert(newnode); }

The Owner-As-Modifier PropertyJML supports a type system for checking the owner-as-modifier property, when invoked as

jmlc --universes.

The underlying type system is called Universes:• The class Object has a ghost field owner.• Fields can be declared as rep, peer, readonly.

– rep Object x adds an implicit invariant (or requires) x.owner = this.

– peer Object x adds an implicit invariant (or requires)x.owner = this.owner.

– readonly Object x does not restrict owner, but does not allow modifications of x.

• The new operation supports rep and peer:– new /*@rep@*/Node() sets owner field of new node to this.– new /*@peer@*/Node() sets owner field of new node to this.owner.

List with Universes Type Systemclass Node { /*@ peer @*/ Node prev, next; }class List { private /*@ rep @*/ Node first; /*@ private ghost JMLObjectSet nodes; @*/ /*@ invariant (\forall Node n; nodes.has(n); n.prev.next == n && n.next.prev == n && n.owner == this); @*/ public void add() { Node newnode = new /*@ rep @*/ Node(); newnode.prev = first.prev; newnode.next = first; first.prev.next = newnode; first.prev = newnode; //@ set nodes = nodes.insert(newnode); }}

The Universes Type System

A simple type system can check most issues related to ownership:• rep T can be assigned without cast to rep T and readonly T.

• peer T can be assigned without cast to peer T and readonly T.

• readonly T can be assigned without cast to readonly T.

The Universes Type System

One needs to distinguish between the type of a field peer Node prev and the type of a field expression rep Node first.prev.• If obj is a peer type and fld is a peer T field then obj.fld has type peer T.

• If obj is a rep type and fld is a peer T field then obj.fld has type rep T.

• If obj = this and fld is a rep T field then this.fld has type rep T.

• In all other cases obj.fld has type readonly T.

readonly References

To prevent changing readonly references, the following restrictions apply:• If obj has type readonly T, then – obj.fld = expr is illegal.– obj.method(...) is only allowed if method is a pure

method.• It is allowed to cast readonly T references to rep T or peer T:– (rep T) expr asserts that expr.owner == this.– (peer T) expr asserts that expr.owner == this.owner.

Modification only by Owner

All write accesses to a field of an object obj are • in a method of the owner of obj or• in a method of an object having the same

owner as the object that was invoked (directly or indirectly) by the owner of obj.

Invariants that only depend on fields of owned objects can only be invalidated by the owner or methods that the owner invokes.