David Evans CS201j: Engineering Software University of Virginia Computer Science Lecture 17: Garbage Collection
5 November 2002CS 201J Fall Menu Stack and Heap Mark and Sweep Stop and Copy Reference Counting Java’s Garbage Collector
5 November 2002CS 201J Fall Stack and Heap Review public class Strings { public static void test () { StringBuffer sb = new StringBuffer ("hello"); } static public void main (String args[]) { test (); } sb java.lang.StringBuffer “hello” Stack Heap When do the stack and heap look like this? A B 1 2 3
5 November 2002CS 201J Fall Stack and Heap Review public class Strings { public static void test () { StringBuffer sb = new StringBuffer ("hello"); } static public void main (String args[]) { test (); } sb java.lang.StringBuffer “hello” Stack Heap B 2
5 November 2002CS 201J Fall Garbage Heap public class Strings { public static void test () { StringBuffer sb = new StringBuffer ("hello"); } static public void main (String args[]) { while (true) test (); } “hello” Stack Heap “hello”
5 November 2002CS 201J Fall Garbage Collection System needs to reclaim storage on the heap used by garbage objects How can it identify garbage objects? How come we don’t need to garbage collect the stack?
5 November 2002CS 201J Fall Mark and Sweep
5 November 2002CS 201J Fall Mark and Sweep John McCarthy, 1960 (first LISP implementation) Start with a set of root references Mark every object you can reach from those references Sweep up the unmarked objects What are the root references? References on the stack.
5 November 2002CS 201J Fall public class Phylogeny { static public void main (String args[]) { SpeciesSet ss = new SpeciesSet (); … (open file for reading) while (…not end of file…) { Species current = new Species (…name from file…, …genome from file…); ss.insert (current); } public class SpeciesSet { private Vector els; public void insert Species s) { if (getIndex (s) < 0) els.add (s); }
5 November 2002CS 201J Fall Stack Top of Stack Bottom of Stack Phylogeny.main “Duck” “CATAG” root: Species name: genome: String[]: args ss: SpeciesSet “in.spc” els: current: Species “Goat” “CAGTG” name: genome: “Elf” “CGGTG” name: genome: “Frog” “CGATG” name: genome: SpeciesSet.inser t this: SpeciesSet s: Species public class Phylogeny { static public void main (String args[]) { SpeciesSet ss = new SpeciesSet (); while (…not end of file…) { Species current = new Species (…name…, …genome…); ss.insert (current); } } public class SpeciesSet { private Vector els; public void insert Species s) { if (getIndex (s) < 0) els.add (s); }
5 November 2002CS 201J Fall Stack Top of Stack Bottom of Stack Phylogeny.main “Duck” “CATAG” root: Species name: genome: String[]: args ss: SpeciesSet “in.spc” els: current: Species “Goat” “CAGTG” name: genome: “Elf” “CGGTG” name: genome: “Frog” “CGATG” name: genome: SpeciesSet.inser t this: SpeciesSet s: Species public class Phylogeny { static public void main (String args[]) { SpeciesSet ss = new SpeciesSet (); while (…not end of file…) { Species current = new Species (…name…, …genome…); ss.insert (current); } } public class SpeciesSet { private Vector els; public void insert Species s) { if (getIndex (s) < 0) els.add (s); } After els.add (s)…
5 November 2002CS 201J Fall Stack Top of Stack Bottom of Stack Phylogeny.main “Duck” “CATAG” root: Species name: genome: String[]: args ss: SpeciesSet “in.spc” els: current: Species “Goat” “CAGTG” name: genome: “Elf” “CGGTG” name: genome: “Frog” “CGATG” name: genome: SpeciesSet.inser t this: SpeciesSet s: Species public class Phylogeny { static public void main (String args[]) { SpeciesSet ss = new SpeciesSet (); while (…not end of file…) { Species current = new Species (…name…, …genome…); ss.insert (current); } } public class SpeciesSet { private Vector els; public void insert Species s) { if (getIndex (s) < 0) els.add (s); } SpeciesSet.insert returns…
5 November 2002CS 201J Fall Stack Bottom of Stack Phylogeny.main “Duck” “CATAG” root: Species name: genome: String[]: args ss: SpeciesSet “in.spc” els: current: Species “Goat” “CAGTG” name: genome: “Elf” “CGGTG” name: genome: “Frog” “CGATG” name: genome: public class Phylogeny { static public void main (String args[]) { SpeciesSet ss = new SpeciesSet (); while (…not end of file…) { Species current = new Species (…name…, …genome…); ss.insert (current); } } public class SpeciesSet { private Vector els; public void insert Species s) { if (getIndex (s) < 0) els.add (s); } Finish while loop… Top of Stack
5 November 2002CS 201J Fall Stack Bottom of Stack Phylogeny.main “Duck” “CATAG” root: Species name: genome: String[]: args ss: SpeciesSet “in.spc” els: “Goat” “CAGTG” name: genome: “Elf” “CGGTG” name: genome: “Frog” “CGATG” name: genome: public class Phylogeny { static public void main (String args[]) { SpeciesSet ss = new SpeciesSet (); while (…not end of file…) { Species current = new Species (…name…, …genome…); ss.insert (current); } } public class SpeciesSet { private Vector els; public void insert Species s) { if (getIndex (s) < 0) els.add (s); } Garbage Collection Top of Stack
5 November 2002CS 201J Fall Stack Bottom of Stack Phylogeny.main “Duck” “CATAG” root: Species name: genome: String[]: args ss: SpeciesSet “in.spc” els: “Goat” “CAGTG” name: genome: “Elf” “CGGTG” name: genome: “Frog” “CGATG” name: genome: Garbage Collection Top of Stack Initialize Mark and Sweeper: active = all objects on stack
5 November 2002CS 201J Fall Stack Bottom of Stack Phylogeny.main “Duck” “CATAG” root: Species name: genome: String[]: args ss: SpeciesSet “in.spc” els: “Goat” “CAGTG” name: genome: “Elf” “CGGTG” name: genome: “Frog” “CGATG” name: genome: Garbage Collection Top of Stack active = all objects on stack while (!active.isEmpty ()) newactive = { } foreach (Object a in active) mark a as reachable (non-garbage) foreach (Object o that a points to) if o is not marked newactive = newactive U { o } active = newactive
5 November 2002CS 201J Fall Stack Bottom of Stack Phylogeny.main “Duck” “CATAG” root: Species name: genome: String[]: args ss: SpeciesSet “in.spc” els: “Goat” “CAGTG” name: genome: “Elf” “CGGTG” name: genome: “Frog” “CGATG” name: genome: Garbage Collection Top of Stack active = all objects on stack while (!active.isEmpty ()) newactive = { } foreach (Object a in active) mark a as reachable (non-garbage) foreach (Object o that a points to) if o is not marked newactive = newactive U { o } active = newactive
5 November 2002CS 201J Fall Stack Bottom of Stack Phylogeny.main “Duck” “CATAG” root: Species name: genome: String[]: args ss: SpeciesSet “in.spc” els: “Goat” “CAGTG” name: genome: “Elf” “CGGTG” name: genome: “Frog” “CGATG” name: genome: Garbage Collection Top of Stack active = all objects on stack while (!active.isEmpty ()) newactive = { } foreach (Object a in active) mark a as reachable (non-garbage) foreach (Object o that a points to) if o is not marked newactive = newactive U { o } active = newactive
5 November 2002CS 201J Fall Stack Bottom of Stack Phylogeny.main “Duck” “CATAG” root: Species name: genome: String[]: args ss: SpeciesSet “in.spc” els: “Goat” “CAGTG” name: genome: “Elf” “CGGTG” name: genome: “Frog” “CGATG” name: genome: Garbage Collection Top of Stack active = all objects on stack while (!active.isEmpty ()) newactive = { } foreach (Object a in active) mark a as reachable (non-garbage) foreach (Object o that a points to) if o is not marked newactive = newactive U { o } active = newactive
5 November 2002CS 201J Fall Stack Bottom of Stack Phylogeny.main “Duck” “CATAG” root: Species name: genome: String[]: args ss: SpeciesSet “in.spc” els: “Goat” “CAGTG” name: genome: “Elf” “CGGTG” name: genome: “Frog” “CGATG” name: genome: Garbage Collection Top of Stack active = all objects on stack while (!active.isEmpty ()) newactive = { } foreach (Object a in active) mark a as reachable (non-garbage) foreach (Object o that a points to) if o is not marked newactive = newactive U { o } active = newactive
5 November 2002CS 201J Fall Stack Bottom of Stack Phylogeny.main “Duck” “CATAG” root: Species name: genome: String[]: args ss: SpeciesSet “in.spc” els: “Goat” “CAGTG” name: genome: “Elf” “CGGTG” name: genome: “Frog” “CGATG” name: genome: Garbage Collection Top of Stack active = all objects on stack while (!active.isEmpty ()) newactive = { } foreach (Object a in active) mark a as reachable foreach (Object o that a points to) if o is not marked newactive = newactive U { o } active = newactive sweep () // remove unmarked objects on heap
5 November 2002CS 201J Fall Stack Bottom of Stack Phylogeny.main “Duck” “CATAG” root: Species name: genome: String[]: args ss: SpeciesSet “in.spc” els: “Goat” “CAGTG” name: genome: “Elf” “CGGTG” name: genome: “Frog” “CGATG” name: genome: After main returns… Top of Stack active = all objects on stack while (!active.isEmpty ()) newactive = { } foreach (Object a in active) mark a as reachable foreach (Object o that a points to) if o is not marked newactive = newactive U { o } active = newactive sweep () // remove unmarked objects on heap
5 November 2002CS 201J Fall Stack Bottom of Stack “Duck” “CATAG” name: genome: “in.spc” els: “Goat” “CAGTG” name: genome: “Elf” “CGGTG” name: genome: “Frog” “CGATG” name: genome: Garbage Collection Top of Stack active = all objects on stack while (!active.isEmpty ()) newactive = { } foreach (Object a in active) mark a as reachable foreach (Object o that a points to) if o is not marked newactive = newactive U { o } active = newactive sweep () // remove unmarked objects on heap
5 November 2002CS 201J Fall Problems with Mark and Sweep Fragmentation: free space and alive objects will be mixed –Harder to allocate space for new objects –Poor locality means bad memory performance Caches make it quick to load nearby memory Multiple Threads –One stack per thread, one heap shared by all threads –All threads must stop for garbage collection
5 November 2002CS 201J Fall Stop and Copy Solves fragmentation problem Copy all reachable objects to a new memory area After copying, reclaim the whole old heap Disadvantages: –More complicated: need to change stack and internal object pointers to new heap –Need to save enough memory to copy –Expensive if most objects are not garbage
5 November 2002CS 201J Fall Generational Collectors Observation: –Many objects are short-lived Temporary objects that get garbage collected right away –Other objects are long-lived Data that lives for the duration of execution Separate storage into regions –Short term: collect frequently –Long term: collect infrequently Stop and copy, but move copies into longer-lived areas
5 November 2002CS 201J Fall Reference Counting What if each object kept track of the number of references to it? If the object has zero references, it is garbage!
5 November 2002CS 201J Fall Referencing Counting T x = new T (); The x object has one reference y = x; The object x references has 1 more ref The object y pre references has 1 less ref }Leave scope where x is declared The object x references has 1 less ref
5 November 2002CS 201J Fall Reference Counting class Recycle { private String name; private Vector pals; public Recycle (String name) { this.name = name; pals = new Vector (); } public void addPal (Recycle r) { pals.addElement (r); } } public class Garbage { static public void main (String args[]) { Recycle alice = new Recycle ("alice"); Recycle bob = new Recycle ("bob"); bob.addPal (alice); alice = new Recycle ("coleen"); bob = new Recycle ("dave"); } “Alice” name: pals: refs: 1 “Bob” name: pals: refs: 1 2
5 November 2002CS 201J Fall Reference Counting class Recycle { private String name; private Vector pals; public Recycle (String name) { this.name = name; pals = new Vector (); } public void addPal (Recycle r) { pals.addElement (r); } } public class Garbage { static public void main (String args[]) { Recycle alice = new Recycle ("alice"); Recycle bob = new Recycle ("bob"); bob.addPal (alice); alice = new Recycle ("coleen"); bob = new Recycle ("dave"); } “Alice” name: pals: refs: 1 “Bob” name: pals: refs: 1 2 “Coleen” name: pals: refs: 1
5 November 2002CS 201J Fall Reference Counting class Recycle { private String name; private Vector pals; public Recycle (String name) { this.name = name; pals = new Vector (); } public void addPal (Recycle r) { pals.addElement (r); } } public class Garbage { static public void main (String args[]) { Recycle alice = new Recycle ("alice"); Recycle bob = new Recycle ("bob"); bob.addPal (alice); alice = new Recycle ("coleen"); bob = new Recycle ("dave"); } “Alice” name: pals: refs: 1 “Bob” name: pals: refs: 1 0 0
5 November 2002CS 201J Fall Circular References class Recycle { private String name; private Vector pals; public Recycle (String name) { this.name = name; pals = new Vector (); } public void addPal (Recycle r) { pals.addElement (r); } } public class Garbage { static public void main (String args[]) { Recycle alice = new Recycle ("alice"); Recycle bob = new Recycle ("bob"); bob.addPal (alice); alice.addPal (bob); alice = null; bob = null; } “Alice” name: pals: refs: 1 “Bob” name: pals: refs: 1 2 2
5 November 2002CS 201J Fall Reference Counting Summary Advantages –Can clean up garbage right away when the last reference is lost –No need to stop other threads! Disadvantages –Need to store and maintain reference count –Some garbage is left to fester (circular references) –Memory fragmentation
5 November 2002CS 201J Fall Java’s Garbage Collector Mark and Sweep collector Before collecting an object, it will call finalize Can call garbage collector directly: System.gc () protected void finalize() throws Throwable
5 November 2002CS 201J Fall Garbage in, Garbage out? class Recycle { private String name; private Vector pals; public Recycle (String name) { this.name = name; pals = new Vector (); } public void addPal (Recycle r) { pals.addElement (r); } protected void finalize () { System.err.println (name + " is garbage!"); } } public class Garbage { static public void main (String args[]) { Recycle alice = new Recycle ("alice"); Recycle bob = new Recycle ("bob"); bob.addPal (alice); alice = new Recycle ("coleen"); System.gc (); bob = new Recycle ("dave"); System.gc (); } > java Garbage First collection: Second collection: alice is garbage! bob is garbage!
5 November 2002CS 201J Fall Testing Strategy The applicant's source code and documentation shall be reviewed to verify that the software conforms to the documentation and that the documentation is sufficient to enable the Division to design and conduct all tests at any level of the software structure to verify that the software meets the requirements and objectives of its design specification. Either the division staff or the ITA, which will conduct software qualification tests, shall witness compilation of the source code into baseline object code. The baseline object code and the object code tested must be identical. The object code tested and certified must be identical to the object code released. A copy of the baseline object code will be retained by the Division and used to verify that the baseline code, tested code, and the release code are identical. Once the Division has conducted a review of system software and documentation, test plans shall be designed to exercise all system functions controlled by software under nominal load and data conditions and throughout the range of conditions for which performance is claimed. The first phase of Florida Software Qualification Testing is designed to evaluate the system software’s functionality, and to establish baselines for the system being tested. … Florida Voting Systems Standard,
5 November 2002CS 201J Fall Election Day How much do you trust the programs in the voting machines to record your vote correctly? How much do you trust the programs that tabulate the votes to count them correctly? Hint #1: These programs were probably written in C. Hint #2: These programs were probably not written by Libertarians. Hint #3: The authors of these programs didn’t pass CS201J and weren’t able to get more interesting, high-paying programming jobs.
5 November 2002CS 201J Fall Charge In Java: be happy you have a garbage collector to clean up for you In C: need to deallocate storage explicitly –Why is it hard to write a garbage collector for C? (next class) In the real world: clean up after yourself and others! Garbage Collectors (COAX, Seoul, 18 June 2002)