Which is the most efficient way to traverse a collection?
List<Integer> a = new ArrayList<Integer>();
for (Integer integer : a) {
integer.toString();
}
or
List<Integer> a = new ArrayList<Integer>();
for (Iterator iterator = a.iterator(); iterator.hasNext();) {
Integer integer = (Integer) iterator.next();
integer.toString();
}
Please note, that this is not an exact duplicate of this, this, t开发者_如何转开发his, or this, although one of the answers to the last question comes close. The reason that this is not a dupe, is that most of these are comparing loops where you call get(i)
inside the loop, rather than using the iterator.
As suggested on Meta I will be posting my answer to this question.
If you are just wandering over the collection to read all of the values, then there is no difference between using an iterator or the new for loop syntax, as the new syntax just uses the iterator underwater.
If however, you mean by loop the old "c-style" loop:
for(int i=0; i<list.size(); i++) {
Object o = list.get(i);
}
Then the new for loop, or iterator, can be a lot more efficient, depending on the underlying data structure. The reason for this is that for some data structures, get(i)
is an O(n) operation, which makes the loop an O(n2) operation. A traditional linked list is an example of such a data structure. All iterators have as a fundamental requirement that next()
should be an O(1) operation, making the loop O(n).
To verify that the iterator is used underwater by the new for loop syntax, compare the generated bytecodes from the following two Java snippets. First the for loop:
List<Integer> a = new ArrayList<Integer>();
for (Integer integer : a)
{
integer.toString();
}
// Byte code
ALOAD 1
INVOKEINTERFACE java/util/List.iterator()Ljava/util/Iterator;
ASTORE 3
GOTO L2
L3
ALOAD 3
INVOKEINTERFACE java/util/Iterator.next()Ljava/lang/Object;
CHECKCAST java/lang/Integer
ASTORE 2
ALOAD 2
INVOKEVIRTUAL java/lang/Integer.toString()Ljava/lang/String;
POP
L2
ALOAD 3
INVOKEINTERFACE java/util/Iterator.hasNext()Z
IFNE L3
And second, the iterator:
List<Integer> a = new ArrayList<Integer>();
for (Iterator iterator = a.iterator(); iterator.hasNext();)
{
Integer integer = (Integer) iterator.next();
integer.toString();
}
// Bytecode:
ALOAD 1
INVOKEINTERFACE java/util/List.iterator()Ljava/util/Iterator;
ASTORE 2
GOTO L7
L8
ALOAD 2
INVOKEINTERFACE java/util/Iterator.next()Ljava/lang/Object;
CHECKCAST java/lang/Integer
ASTORE 3
ALOAD 3
INVOKEVIRTUAL java/lang/Integer.toString()Ljava/lang/String;
POP
L7
ALOAD 2
INVOKEINTERFACE java/util/Iterator.hasNext()Z
IFNE L8
As you can see, the generated byte code is effectively identical, so there is no performance penalty to using either form. Therefore, you should choose the form of loop that is most aesthetically appealing to you, for most people that will be the for-each loop, as that has less boilerplate code.
The difference isn't in performance, but in capability. When using a reference directly you have more power over explicitly using a type of iterator (e.g. List.iterator() vs. List.listIterator(), although in most cases they return the same implementation). You also have the ability to reference the Iterator in your loop. This allows you to do things like remove items from your collection without getting a ConcurrentModificationException.
e.g.
This is ok:
Set<Object> set = new HashSet<Object>();
// add some items to the set
Iterator<Object> setIterator = set.iterator();
while(setIterator.hasNext()){
Object o = setIterator.next();
if(o meets some condition){
setIterator.remove();
}
}
This is not, as it will throw a concurrent modification exception:
Set<Object> set = new HashSet<Object>();
// add some items to the set
for(Object o : set){
if(o meets some condition){
set.remove(o);
}
}
To expand on Paul's own answer, he has demonstrated that the bytecode is the same on that particular compiler (presumably Sun's javac?) but different compilers are not guaranteed to generate the same bytecode, right? To see what the actual difference is between the two, let's go straight to the source and check the Java Language Specification, specifically 14.14.2, "The enhanced for statement":
The enhanced
for
statement is equivalent to a basicfor
statement of the form:
for (I #i = Expression.iterator(); #i.hasNext(); ) {
VariableModifiers(opt) Type Identifier = #i.next();
Statement
}
In other words, it is required by the JLS that the two are equivalent. In theory that could mean marginal differences in bytecode, but in reality the enhanced for loop is required to:
- Invoke the
.iterator()
method - Use
.hasNext()
- Make the local variable available via
.next()
So, in other words, for all practical purposes the bytecode will be identical, or nearly-identical. It's hard to envisage any compiler implementation which would result in any significant difference between the two.
The foreach
underhood is creating the iterator
, calling hasNext() and calling next() to get the value; The issue with the performance comes only if you are using something that implements the RandomomAccess.
for (Iterator<CustomObj> iter = customList.iterator(); iter.hasNext()){
CustomObj custObj = iter.next();
....
}
Performance issues with the iterator-based loop is because it is:
- allocating an object even if the list is empty (
Iterator<CustomObj> iter = customList.iterator();
); iter.hasNext()
during every iteration of the loop there is an invokeInterface virtual call (go through all the classes, then do method table lookup before the jump).- the implementation of the iterator has to do at least 2 fields lookup in order to make
hasNext()
call figure the value: #1 get current count and #2 get total count - inside the body loop, there is another invokeInterface virtual call
iter.next
(so: go through all the classes and do method table lookup before the jump) and as well has to do fields lookup: #1 get the index and #2 get the reference to the array to do the offset into it (in every iteration).
A potential optimiziation is to switch to an index iteration
with the cached size lookup:
for(int x = 0, size = customList.size(); x < size; x++){
CustomObj custObj = customList.get(x);
...
}
Here we have:
- one invokeInterface virtual method call
customList.size()
on the initial creation of the for loop to get the size - the get method call
customList.get(x)
during the body for loop, which is a field lookup to the array and then can do the offset into the array
We reduced a ton of method calls, field lookups. This you don't want to do with LinkedList
or with something that is not a RandomAccess
collection obj, otherwise the customList.get(x)
is gonna turn into something that has to traverse the LinkedList
on every iteration.
This is perfect when you know that is any RandomAccess
based list collection.
foreach
uses iterators under the hood anyway. It really is just syntactic sugar.
Consider the following program:
import java.util.List;
import java.util.ArrayList;
public class Whatever {
private final List<Integer> list = new ArrayList<>();
public void main() {
for(Integer i : list) {
}
}
}
Let's compile it with javac Whatever.java
,
And read the disassembled bytecode of main()
, using javap -c Whatever
:
public void main();
Code:
0: aload_0
1: getfield #4 // Field list:Ljava/util/List;
4: invokeinterface #5, 1 // InterfaceMethod java/util/List.iterator:()Ljava/util/Iterator;
9: astore_1
10: aload_1
11: invokeinterface #6, 1 // InterfaceMethod java/util/Iterator.hasNext:()Z
16: ifeq 32
19: aload_1
20: invokeinterface #7, 1 // InterfaceMethod java/util/Iterator.next:()Ljava/lang/Object;
25: checkcast #8 // class java/lang/Integer
28: astore_2
29: goto 10
32: return
We can see that foreach
compiles down to a program which:
- Creates iterator using
List.iterator()
- If
Iterator.hasNext()
: invokesIterator.next()
and continues loop
As for "why doesn't this useless loop get optimized out of the compiled code? we can see that it doesn't do anything with the list item": well, it's possible for you to code your iterable such that .iterator()
has side-effects, or so that .hasNext()
has side-effects or meaningful consequences.
You could easily imagine that an iterable representing a scrollable query from a database might do something dramatic on .hasNext()
(like contacting the database, or closing a cursor because you've reached the end of the result set).
So, even though we can prove that nothing happens in the loop body… it is more expensive (intractable?) to prove that nothing meaningful/consequential happens when we iterate. The compiler has to leave this empty loop body in the program.
The best we could hope for would be a compiler warning. It's interesting that javac -Xlint:all Whatever.java
does not warn us about this empty loop body. IntelliJ IDEA does though. Admittedly I have configured IntelliJ to use Eclipse Compiler, but that may not be the reason why.
Iterator is an interface in the Java Collections framework that provides methods to traverse or iterate over a collection.
Both iterator and for loop acts similar when your motive is to just traverse over a collection to read its elements.
for-each
is just one way to iterate over the Collection.
For example:
List<String> messages= new ArrayList<>();
//using for-each loop
for(String msg: messages){
System.out.println(msg);
}
//using iterator
Iterator<String> it = messages.iterator();
while(it.hasNext()){
String msg = it.next();
System.out.println(msg);
}
And for-each loop can be used only on objects implementing the iterator interface.
Now back to the case of for loop and iterator.
The difference comes when you try to modify a collection. In this case, iterator is more efficient because of its fail-fast property. ie. it checks for any modification in the structure of underlying collection before iterating over the next element. If there are any modifications found, it will throw the ConcurrentModificationException.
(Note: This functionality of iterator is only applicable in case of collection classes in java.util package. It is not applicable for concurrent collections as they are fail-safe by nature)
We should avoid using traditional for loop while working with Collections. The simple reason what I will give is that the complexity of for loop is of the order O(sqr(n)) and complexity of Iterator or even the enhanced for loop is just O(n). So it gives a performence difference.. Just take a list of some 1000 items and print it using both ways. and also print the time difference for the execution. You can sees the difference.
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