Related
Is there a way to free memory in Java, similar to C's free() function? Or is setting the object to null and relying on GC the only option?
Java uses managed memory, so the only way you can allocate memory is by using the new operator, and the only way you can deallocate memory is by relying on the garbage collector.
This memory management whitepaper (PDF) may help explain what's going on.
You can also call System.gc() to suggest that the garbage collector run immediately. However, the Java Runtime makes the final decision, not your code.
According to the Java documentation,
Calling the gc method suggests that
the Java Virtual Machine expend effort
toward recycling unused objects in
order to make the memory they
currently occupy available for quick
reuse. When control returns from the
method call, the Java Virtual Machine
has made a best effort to reclaim
space from all discarded objects.
No one seems to have mentioned explicitly setting object references to null, which is a legitimate technique to "freeing" memory you may want to consider.
For example, say you'd declared a List<String> at the beginning of a method which grew in size to be very large, but was only required until half-way through the method. You could at this point set the List reference to null to allow the garbage collector to potentially reclaim this object before the method completes (and the reference falls out of scope anyway).
Note that I rarely use this technique in reality but it's worth considering when dealing with very large data structures.
System.gc();
Runs the garbage collector.
Calling the gc method suggests that the Java Virtual Machine expend effort toward recycling unused objects in order to make the memory they currently occupy available for quick reuse. When control returns from the method call, the Java Virtual Machine has made a best effort to reclaim space from all discarded objects.
Not recommended.
Edit: I wrote the original response in 2009. It's now 2015.
Garbage collectors have gotten steadily better in the ~20 years Java's been around. At this point, if you're manually calling the garbage collector, you may want to consider other approaches:
If you're forcing GC on a limited number of machines, it may be worth having a load balancer point away from the current machine, waiting for it to finish serving to connected clients, timeout after some period for hanging connections, and then just hard-restart the JVM. This is a terrible solution, but if you're looking at System.gc(), forced-restarts may be a possible stopgap.
Consider using a different garbage collector. For example, the (new in the last six years) G1 collector is a low-pause model; it uses more CPU overall, but does it's best to never force a hard-stop on execution. Since server CPUs now almost all have multiple cores, this is A Really Good Tradeoff to have available.
Look at your flags tuning memory use. Especially in newer versions of Java, if you don't have that many long-term running objects, consider bumping up the size of newgen in the heap. newgen (young) is where new objects are allocated. For a webserver, everything created for a request is put here, and if this space is too small, Java will spend extra time upgrading the objects to longer-lived memory, where they're more expensive to kill. (If newgen is slightly too small, you're going to pay for it.) For example, in G1:
XX:G1NewSizePercent (defaults to 5; probably doesn't matter.)
XX:G1MaxNewSizePercent (defaults to 60; probably raise this.)
Consider telling the garbage collector you're not okay with a longer pause. This will cause more-frequent GC runs, to allow the system to keep the rest of it's constraints. In G1:
XX:MaxGCPauseMillis (defaults to 200.)
*"I personally rely on nulling variables as a placeholder for future proper deletion. For example, I take the time to nullify all elements of an array before actually deleting (making null) the array itself."
This is unnecessary. The way the Java GC works is it finds objects that have no reference to them, so if I have an Object x with a reference (=variable) a that points to it, the GC won't delete it, because there is a reference to that object:
a -> x
If you null a than this happens:
a -> null
x
So now x doesn't have a reference pointing to it and will be deleted. The same thing happens when you set a to reference to a different object than x.
So if you have an array arr that references to objects x, y and z and a variable a that references to the array it looks like that:
a -> arr -> x
-> y
-> z
If you null a than this happens:
a -> null
arr -> x
-> y
-> z
So the GC finds arr as having no reference set to it and deletes it, which gives you this structure:
a -> null
x
y
z
Now the GC finds x, y and z and deletes them aswell. Nulling each reference in the array won't make anything better, it will just use up CPU time and space in the code (that said, it won't hurt further than that. The GC will still be able to perform the way it should).
To extend upon the answer and comment by Yiannis Xanthopoulos and Hot Licks (sorry, I cannot comment yet!), you can set VM options like this example:
-XX:+UseG1GC -XX:MinHeapFreeRatio=15 -XX:MaxHeapFreeRatio=30
In my jdk 7 this will then release unused VM memory if more than 30% of the heap becomes free after GC when the VM is idle. You will probably need to tune these parameters.
While I didn't see it emphasized in the link below, note that some garbage collectors may not obey these parameters and by default java may pick one of these for you, should you happen to have more than one core (hence the UseG1GC argument above).
VM arguments
Update: For java 1.8.0_73 I have seen the JVM occasionally release small amounts with the default settings. Appears to only do it if ~70% of the heap is unused though.. don't know if it would be more aggressive releasing if the OS was low on physical memory.
A valid reason for wanting to free memory from any programm (java or not ) is to make more memory available to other programms on operating system level. If my java application is using 250MB I may want to force it down to 1MB and make the 249MB available to other apps.
I have done experimentation on this.
It's true that System.gc(); only suggests to run the Garbage Collector.
But calling System.gc(); after setting all references to null, will improve performance and memory occupation.
If you really want to allocate and free a block of memory you can do this with direct ByteBuffers. There is even a non-portable way to free the memory.
However, as has been suggested, just because you have to free memory in C, doesn't mean it a good idea to have to do this.
If you feel you really have a good use case for free(), please include it in the question so we can see what you are rtying to do, it is quite likely there is a better way.
Entirely from javacoffeebreak.com/faq/faq0012.html
A low priority thread takes care of garbage collection automatically
for the user. During idle time, the thread may be called upon, and it
can begin to free memory previously allocated to an object in Java.
But don't worry - it won't delete your objects on you!
When there are no references to an object, it becomes fair game for
the garbage collector. Rather than calling some routine (like free in
C++), you simply assign all references to the object to null, or
assign a new class to the reference.
Example :
public static void main(String args[])
{
// Instantiate a large memory using class
MyLargeMemoryUsingClass myClass = new MyLargeMemoryUsingClass(8192);
// Do some work
for ( .............. )
{
// Do some processing on myClass
}
// Clear reference to myClass
myClass = null;
// Continue processing, safe in the knowledge
// that the garbage collector will reclaim myClass
}
If your code is about to request a large amount of memory, you may
want to request the garbage collector begin reclaiming space, rather
than allowing it to do so as a low-priority thread. To do this, add
the following to your code
System.gc();
The garbage collector will attempt to reclaim free space, and your
application can continue executing, with as much memory reclaimed as
possible (memory fragmentation issues may apply on certain platforms).
In my case, since my Java code is meant to be ported to other languages in the near future (Mainly C++), I at least want to pay lip service to freeing memory properly so it helps the porting process later on.
I personally rely on nulling variables as a placeholder for future proper deletion. For example, I take the time to nullify all elements of an array before actually deleting (making null) the array itself.
But my case is very particular, and I know I'm taking performance hits when doing this.
* "For example, say you'd declared a List at the beginning of a
method which grew in size to be very large, but was only required
until half-way through the method. You could at this point set the
List reference to null to allow the garbage collector to potentially
reclaim this object before the method completes (and the reference
falls out of scope anyway)." *
This is correct, but this solution may not be generalizable. While setting a List object reference to null -will- make memory available for garbage collection, this is only true for a List object of primitive types. If the List object instead contains reference types, setting the List object = null will not dereference -any- of the reference types contained -in- the list. In this case, setting the List object = null will orphan the contained reference types whose objects will not be available for garbage collection unless the garbage collection algorithm is smart enough to determine that the objects have been orphaned.
Althrough java provides automatic garbage collection sometimes you will want to know how large the object is and how much of it is left .Free memory using programatically import java.lang; and Runtime r=Runtime.getRuntime(); to obtain values of memory using mem1=r.freeMemory(); to free memory call the r.gc(); method and the call freeMemory()
Recommendation from JAVA is to assign to null
From https://docs.oracle.com/cd/E19159-01/819-3681/abebi/index.html
Explicitly assigning a null value to variables that are no longer needed helps the garbage collector to identify the parts of memory that can be safely reclaimed. Although Java provides memory management, it does not prevent memory leaks or using excessive amounts of memory.
An application may induce memory leaks by not releasing object references. Doing so prevents the Java garbage collector from reclaiming those objects, and results in increasing amounts of memory being used. Explicitly nullifying references to variables after their use allows the garbage collector to reclaim memory.
One way to detect memory leaks is to employ profiling tools and take memory snapshots after each transaction. A leak-free application in steady state will show a steady active heap memory after garbage collections.
Is there a way to free memory in Java, similar to C's free() function? Or is setting the object to null and relying on GC the only option?
Java uses managed memory, so the only way you can allocate memory is by using the new operator, and the only way you can deallocate memory is by relying on the garbage collector.
This memory management whitepaper (PDF) may help explain what's going on.
You can also call System.gc() to suggest that the garbage collector run immediately. However, the Java Runtime makes the final decision, not your code.
According to the Java documentation,
Calling the gc method suggests that
the Java Virtual Machine expend effort
toward recycling unused objects in
order to make the memory they
currently occupy available for quick
reuse. When control returns from the
method call, the Java Virtual Machine
has made a best effort to reclaim
space from all discarded objects.
No one seems to have mentioned explicitly setting object references to null, which is a legitimate technique to "freeing" memory you may want to consider.
For example, say you'd declared a List<String> at the beginning of a method which grew in size to be very large, but was only required until half-way through the method. You could at this point set the List reference to null to allow the garbage collector to potentially reclaim this object before the method completes (and the reference falls out of scope anyway).
Note that I rarely use this technique in reality but it's worth considering when dealing with very large data structures.
System.gc();
Runs the garbage collector.
Calling the gc method suggests that the Java Virtual Machine expend effort toward recycling unused objects in order to make the memory they currently occupy available for quick reuse. When control returns from the method call, the Java Virtual Machine has made a best effort to reclaim space from all discarded objects.
Not recommended.
Edit: I wrote the original response in 2009. It's now 2015.
Garbage collectors have gotten steadily better in the ~20 years Java's been around. At this point, if you're manually calling the garbage collector, you may want to consider other approaches:
If you're forcing GC on a limited number of machines, it may be worth having a load balancer point away from the current machine, waiting for it to finish serving to connected clients, timeout after some period for hanging connections, and then just hard-restart the JVM. This is a terrible solution, but if you're looking at System.gc(), forced-restarts may be a possible stopgap.
Consider using a different garbage collector. For example, the (new in the last six years) G1 collector is a low-pause model; it uses more CPU overall, but does it's best to never force a hard-stop on execution. Since server CPUs now almost all have multiple cores, this is A Really Good Tradeoff to have available.
Look at your flags tuning memory use. Especially in newer versions of Java, if you don't have that many long-term running objects, consider bumping up the size of newgen in the heap. newgen (young) is where new objects are allocated. For a webserver, everything created for a request is put here, and if this space is too small, Java will spend extra time upgrading the objects to longer-lived memory, where they're more expensive to kill. (If newgen is slightly too small, you're going to pay for it.) For example, in G1:
XX:G1NewSizePercent (defaults to 5; probably doesn't matter.)
XX:G1MaxNewSizePercent (defaults to 60; probably raise this.)
Consider telling the garbage collector you're not okay with a longer pause. This will cause more-frequent GC runs, to allow the system to keep the rest of it's constraints. In G1:
XX:MaxGCPauseMillis (defaults to 200.)
*"I personally rely on nulling variables as a placeholder for future proper deletion. For example, I take the time to nullify all elements of an array before actually deleting (making null) the array itself."
This is unnecessary. The way the Java GC works is it finds objects that have no reference to them, so if I have an Object x with a reference (=variable) a that points to it, the GC won't delete it, because there is a reference to that object:
a -> x
If you null a than this happens:
a -> null
x
So now x doesn't have a reference pointing to it and will be deleted. The same thing happens when you set a to reference to a different object than x.
So if you have an array arr that references to objects x, y and z and a variable a that references to the array it looks like that:
a -> arr -> x
-> y
-> z
If you null a than this happens:
a -> null
arr -> x
-> y
-> z
So the GC finds arr as having no reference set to it and deletes it, which gives you this structure:
a -> null
x
y
z
Now the GC finds x, y and z and deletes them aswell. Nulling each reference in the array won't make anything better, it will just use up CPU time and space in the code (that said, it won't hurt further than that. The GC will still be able to perform the way it should).
To extend upon the answer and comment by Yiannis Xanthopoulos and Hot Licks (sorry, I cannot comment yet!), you can set VM options like this example:
-XX:+UseG1GC -XX:MinHeapFreeRatio=15 -XX:MaxHeapFreeRatio=30
In my jdk 7 this will then release unused VM memory if more than 30% of the heap becomes free after GC when the VM is idle. You will probably need to tune these parameters.
While I didn't see it emphasized in the link below, note that some garbage collectors may not obey these parameters and by default java may pick one of these for you, should you happen to have more than one core (hence the UseG1GC argument above).
VM arguments
Update: For java 1.8.0_73 I have seen the JVM occasionally release small amounts with the default settings. Appears to only do it if ~70% of the heap is unused though.. don't know if it would be more aggressive releasing if the OS was low on physical memory.
A valid reason for wanting to free memory from any programm (java or not ) is to make more memory available to other programms on operating system level. If my java application is using 250MB I may want to force it down to 1MB and make the 249MB available to other apps.
I have done experimentation on this.
It's true that System.gc(); only suggests to run the Garbage Collector.
But calling System.gc(); after setting all references to null, will improve performance and memory occupation.
If you really want to allocate and free a block of memory you can do this with direct ByteBuffers. There is even a non-portable way to free the memory.
However, as has been suggested, just because you have to free memory in C, doesn't mean it a good idea to have to do this.
If you feel you really have a good use case for free(), please include it in the question so we can see what you are rtying to do, it is quite likely there is a better way.
Entirely from javacoffeebreak.com/faq/faq0012.html
A low priority thread takes care of garbage collection automatically
for the user. During idle time, the thread may be called upon, and it
can begin to free memory previously allocated to an object in Java.
But don't worry - it won't delete your objects on you!
When there are no references to an object, it becomes fair game for
the garbage collector. Rather than calling some routine (like free in
C++), you simply assign all references to the object to null, or
assign a new class to the reference.
Example :
public static void main(String args[])
{
// Instantiate a large memory using class
MyLargeMemoryUsingClass myClass = new MyLargeMemoryUsingClass(8192);
// Do some work
for ( .............. )
{
// Do some processing on myClass
}
// Clear reference to myClass
myClass = null;
// Continue processing, safe in the knowledge
// that the garbage collector will reclaim myClass
}
If your code is about to request a large amount of memory, you may
want to request the garbage collector begin reclaiming space, rather
than allowing it to do so as a low-priority thread. To do this, add
the following to your code
System.gc();
The garbage collector will attempt to reclaim free space, and your
application can continue executing, with as much memory reclaimed as
possible (memory fragmentation issues may apply on certain platforms).
In my case, since my Java code is meant to be ported to other languages in the near future (Mainly C++), I at least want to pay lip service to freeing memory properly so it helps the porting process later on.
I personally rely on nulling variables as a placeholder for future proper deletion. For example, I take the time to nullify all elements of an array before actually deleting (making null) the array itself.
But my case is very particular, and I know I'm taking performance hits when doing this.
* "For example, say you'd declared a List at the beginning of a
method which grew in size to be very large, but was only required
until half-way through the method. You could at this point set the
List reference to null to allow the garbage collector to potentially
reclaim this object before the method completes (and the reference
falls out of scope anyway)." *
This is correct, but this solution may not be generalizable. While setting a List object reference to null -will- make memory available for garbage collection, this is only true for a List object of primitive types. If the List object instead contains reference types, setting the List object = null will not dereference -any- of the reference types contained -in- the list. In this case, setting the List object = null will orphan the contained reference types whose objects will not be available for garbage collection unless the garbage collection algorithm is smart enough to determine that the objects have been orphaned.
Althrough java provides automatic garbage collection sometimes you will want to know how large the object is and how much of it is left .Free memory using programatically import java.lang; and Runtime r=Runtime.getRuntime(); to obtain values of memory using mem1=r.freeMemory(); to free memory call the r.gc(); method and the call freeMemory()
Recommendation from JAVA is to assign to null
From https://docs.oracle.com/cd/E19159-01/819-3681/abebi/index.html
Explicitly assigning a null value to variables that are no longer needed helps the garbage collector to identify the parts of memory that can be safely reclaimed. Although Java provides memory management, it does not prevent memory leaks or using excessive amounts of memory.
An application may induce memory leaks by not releasing object references. Doing so prevents the Java garbage collector from reclaiming those objects, and results in increasing amounts of memory being used. Explicitly nullifying references to variables after their use allows the garbage collector to reclaim memory.
One way to detect memory leaks is to employ profiling tools and take memory snapshots after each transaction. A leak-free application in steady state will show a steady active heap memory after garbage collections.
I've read from multiple sources that a java garbage collector frees the memory of objects that are not being used. My question is how does it know its not being used? Am i correct to say that if i initialized some array, and that array was never referenced used or modified that the space in memory for that variable would be freed?
Thanks
then it will be a candidate for garbage collector to be collected.
if there is no reference to this object, it will be a candidate. When it will be collected, it depends on the strategy of GC.
The garbage collector only frees memory when it needs to. So there is no guarantee it will ever be freed.
Any object which is not reachable from the Thread stacks via a hard reference can be freed.
As per specs you can request the GC but can not force it.
In your case the array will be a candidate for GC, when ever the JVM determines that it requires memory it kicks off GC, usually it is when the available memory 15% of the over all memory, this is what I observed on IBM JVM, but not always true.
garbage collector uses a non deterministic approach...i.e. you will never know when it will run...you can request for it but never be sure that it will run as soon as you call it...
the example you provided for the array will be cleaned from memory only if there is absolutely no reference at all in your program or it ran out of all the references to itself after executing all of them, but you can't be sure when that memory will be freed...
you can think of the garbage collector as a lazy guy ....but, why blame it ,after all it does all the dirty work of cleaning ;)
Is there any possibility that a object which is not referenced anywhere and still existing on heap. I mean is there a possibility that a unused object getting escaped from garbage collector and be there on the heap until the end of the application.
Wanted to know because if it is there, then while coding i can be more cautious.
If an object is no longer referenced, it does still exist on the heap, but it is also free to be garbage-collected (unless we are talking Class objects, which live in PermGen space and never get garbage-collected - but this is generally not something you need to worry about).
There is no guarantee on how soon that will be, but your application will not run out of memory before memory from those objects is reclaimed.
However, garbage collection does involve overhead, so if you are creating more objects than you need to and can easily create less, then by all means do so.
Edit: in response to your comment, if an object is truly not referenced by anything, it will be reclaimed during garbage collection (assuming you are using the latest JVM from Sun; I can't speak toward other implementations). The reason why is as follows: all objects are allocated contiguously on the heap. When GC is to happen, the JVM follows all references to "mark" objects that it knows are reachable - these objects are then moved into another, clean area. The old area is then considered to be free memory. Anything that cannot be found via a reference cannot be moved. The point is that the GC does not need to "find" the unreferenced objects. If anything, I would be more worried about objects that are still referenced when they are not intended to be, which will cause memory leaks.
You should know that, before a JVM throws an out-of-memory exception, it will have garbage collected everything possible.
If an instance is no longer referenced, it is a possible candidate for garbage collection. This means, that sooner or later it can be removed but there are no guaranties. If you do not run out of of memory, the garbage collector might not even run, thus the instance my be there until the program ends.
The CG system is very good at finding not referenced objects. There is a tiny, tiny chance that you end up keeping a weird mix of references where the garbage collector can not decide for sure if the object is no longer referenced or not. But this would be a bug in the CG system and nothing you should worry about while coding.
It depends on when and how often the object is used. If you allocate something then deallocate (i.e., remove all references to it) it immediately after, it will stay in "new" part of the heap and will probably be knocked out on the next garbage collection run.
If you allocate an object at the beginning of your program and keep it around for a while (if it survives through several garbage collections), it will get promoted to "old" status. Objects in that part of the heap are less likely to be collected later.
If you want to know all the nitty-gitty details, check out some of Sun's gc documentation.
Yes; imagine something like this:
Foo foo = new Foo();
// do some work here
while(1) {};
foo.someOp(); // if this is the only reference to foo,
// it's theoreticaly impossible to reach here, so it
// should be GC-ed, but all GC systems I know of will
// not Gc it
I am using definition of: garbage = object that can never be reached in any execution of the code.
Garbage collection intentionally makes few guarantees about WHEN the objects are collected. If memory never gets too tight, it's entirely possible that an unreferenced object won't be collected by the time the program ends.
The garbage collector will eventually reclaim all unreachable objects. Note the "eventually": this may take some time. You can somewhat force the issue with System.gc() but this is rarely a good idea (if used without discretion, then performance may decrease).
What can happen is that an object is "unused" (as in: the application will not use it anymore) while still being "reachable" (the GC can find a path of references from one of its roots -- static fields, local variables -- to the object). If you are not too messy with your objects and structures then you will not encounter such situations. A rule of thumb would be: if the application seems to take too much RAM, run a profiler on it; if thousands of instances of the same class have accumulated without any apparent reason, then there may be some fishy code somewhere. Correction often involves explicitly setting a field to null to avoid referencing an object for too long.
This is theoretically possible (there is no guarantee the GC will always find all objects), but should not worry you for any real application - it usually does not happen and certainly does not affect a significant chunk of memory.
In theory, the garbage collector will find all unused objects. There could, of course, be bugs in the garbage collector…
That said, "In theory there is no difference between theory and practice, in practice, there is." Under some, mostly older, garbage collectors, if an object definition manages to reach the permanent generation, then it will no longer be garbage collected under any circumstances. This only applied to Class definitions that were loaded, not to regular objects that were granted tenured status.
Correspondingly, if you have a static reference to an object, that takes up space in the "regular" object heap, this could conceivably cause problems, since you only need to hold a reference to the class definition from your class definition, and that static data cannot be garbage collected, even if you don't actually refer to any instances of the class itself.
In practice though, this is a very unlikely event, and you shouldn't need to worry about it. If you are super concerned about performance, then creating lots of "long-lived" objects, that is, those that escape "escape-analysis", will create extra work for the garbage collector. For 99.99% of coders this is a total non-issue though.
My advice - Don't worry about it.
Reason - It is possible for a non-referenced object to stay on the heap for some time, but it is very unlikely to adversely affect you because it is guaranteed to be reclaimed before you get an out of memory error.
In general, all objects to which there are no live hard references, will be garbage-collected. This is what you should assume and code for. However, the exact moment this happens is not predictable.
Just for completeness, two tricky situations [which you are unlikely to run into] come into my mind:
Bugs in JVM or garbage collector code
So called invisible references - they rarely matter but I did have to take them into account one or two times during the last 5 years in a performance-sensitive application I work on
Is there a way to free memory in Java, similar to C's free() function? Or is setting the object to null and relying on GC the only option?
Java uses managed memory, so the only way you can allocate memory is by using the new operator, and the only way you can deallocate memory is by relying on the garbage collector.
This memory management whitepaper (PDF) may help explain what's going on.
You can also call System.gc() to suggest that the garbage collector run immediately. However, the Java Runtime makes the final decision, not your code.
According to the Java documentation,
Calling the gc method suggests that
the Java Virtual Machine expend effort
toward recycling unused objects in
order to make the memory they
currently occupy available for quick
reuse. When control returns from the
method call, the Java Virtual Machine
has made a best effort to reclaim
space from all discarded objects.
No one seems to have mentioned explicitly setting object references to null, which is a legitimate technique to "freeing" memory you may want to consider.
For example, say you'd declared a List<String> at the beginning of a method which grew in size to be very large, but was only required until half-way through the method. You could at this point set the List reference to null to allow the garbage collector to potentially reclaim this object before the method completes (and the reference falls out of scope anyway).
Note that I rarely use this technique in reality but it's worth considering when dealing with very large data structures.
System.gc();
Runs the garbage collector.
Calling the gc method suggests that the Java Virtual Machine expend effort toward recycling unused objects in order to make the memory they currently occupy available for quick reuse. When control returns from the method call, the Java Virtual Machine has made a best effort to reclaim space from all discarded objects.
Not recommended.
Edit: I wrote the original response in 2009. It's now 2015.
Garbage collectors have gotten steadily better in the ~20 years Java's been around. At this point, if you're manually calling the garbage collector, you may want to consider other approaches:
If you're forcing GC on a limited number of machines, it may be worth having a load balancer point away from the current machine, waiting for it to finish serving to connected clients, timeout after some period for hanging connections, and then just hard-restart the JVM. This is a terrible solution, but if you're looking at System.gc(), forced-restarts may be a possible stopgap.
Consider using a different garbage collector. For example, the (new in the last six years) G1 collector is a low-pause model; it uses more CPU overall, but does it's best to never force a hard-stop on execution. Since server CPUs now almost all have multiple cores, this is A Really Good Tradeoff to have available.
Look at your flags tuning memory use. Especially in newer versions of Java, if you don't have that many long-term running objects, consider bumping up the size of newgen in the heap. newgen (young) is where new objects are allocated. For a webserver, everything created for a request is put here, and if this space is too small, Java will spend extra time upgrading the objects to longer-lived memory, where they're more expensive to kill. (If newgen is slightly too small, you're going to pay for it.) For example, in G1:
XX:G1NewSizePercent (defaults to 5; probably doesn't matter.)
XX:G1MaxNewSizePercent (defaults to 60; probably raise this.)
Consider telling the garbage collector you're not okay with a longer pause. This will cause more-frequent GC runs, to allow the system to keep the rest of it's constraints. In G1:
XX:MaxGCPauseMillis (defaults to 200.)
*"I personally rely on nulling variables as a placeholder for future proper deletion. For example, I take the time to nullify all elements of an array before actually deleting (making null) the array itself."
This is unnecessary. The way the Java GC works is it finds objects that have no reference to them, so if I have an Object x with a reference (=variable) a that points to it, the GC won't delete it, because there is a reference to that object:
a -> x
If you null a than this happens:
a -> null
x
So now x doesn't have a reference pointing to it and will be deleted. The same thing happens when you set a to reference to a different object than x.
So if you have an array arr that references to objects x, y and z and a variable a that references to the array it looks like that:
a -> arr -> x
-> y
-> z
If you null a than this happens:
a -> null
arr -> x
-> y
-> z
So the GC finds arr as having no reference set to it and deletes it, which gives you this structure:
a -> null
x
y
z
Now the GC finds x, y and z and deletes them aswell. Nulling each reference in the array won't make anything better, it will just use up CPU time and space in the code (that said, it won't hurt further than that. The GC will still be able to perform the way it should).
To extend upon the answer and comment by Yiannis Xanthopoulos and Hot Licks (sorry, I cannot comment yet!), you can set VM options like this example:
-XX:+UseG1GC -XX:MinHeapFreeRatio=15 -XX:MaxHeapFreeRatio=30
In my jdk 7 this will then release unused VM memory if more than 30% of the heap becomes free after GC when the VM is idle. You will probably need to tune these parameters.
While I didn't see it emphasized in the link below, note that some garbage collectors may not obey these parameters and by default java may pick one of these for you, should you happen to have more than one core (hence the UseG1GC argument above).
VM arguments
Update: For java 1.8.0_73 I have seen the JVM occasionally release small amounts with the default settings. Appears to only do it if ~70% of the heap is unused though.. don't know if it would be more aggressive releasing if the OS was low on physical memory.
A valid reason for wanting to free memory from any programm (java or not ) is to make more memory available to other programms on operating system level. If my java application is using 250MB I may want to force it down to 1MB and make the 249MB available to other apps.
I have done experimentation on this.
It's true that System.gc(); only suggests to run the Garbage Collector.
But calling System.gc(); after setting all references to null, will improve performance and memory occupation.
If you really want to allocate and free a block of memory you can do this with direct ByteBuffers. There is even a non-portable way to free the memory.
However, as has been suggested, just because you have to free memory in C, doesn't mean it a good idea to have to do this.
If you feel you really have a good use case for free(), please include it in the question so we can see what you are rtying to do, it is quite likely there is a better way.
Entirely from javacoffeebreak.com/faq/faq0012.html
A low priority thread takes care of garbage collection automatically
for the user. During idle time, the thread may be called upon, and it
can begin to free memory previously allocated to an object in Java.
But don't worry - it won't delete your objects on you!
When there are no references to an object, it becomes fair game for
the garbage collector. Rather than calling some routine (like free in
C++), you simply assign all references to the object to null, or
assign a new class to the reference.
Example :
public static void main(String args[])
{
// Instantiate a large memory using class
MyLargeMemoryUsingClass myClass = new MyLargeMemoryUsingClass(8192);
// Do some work
for ( .............. )
{
// Do some processing on myClass
}
// Clear reference to myClass
myClass = null;
// Continue processing, safe in the knowledge
// that the garbage collector will reclaim myClass
}
If your code is about to request a large amount of memory, you may
want to request the garbage collector begin reclaiming space, rather
than allowing it to do so as a low-priority thread. To do this, add
the following to your code
System.gc();
The garbage collector will attempt to reclaim free space, and your
application can continue executing, with as much memory reclaimed as
possible (memory fragmentation issues may apply on certain platforms).
In my case, since my Java code is meant to be ported to other languages in the near future (Mainly C++), I at least want to pay lip service to freeing memory properly so it helps the porting process later on.
I personally rely on nulling variables as a placeholder for future proper deletion. For example, I take the time to nullify all elements of an array before actually deleting (making null) the array itself.
But my case is very particular, and I know I'm taking performance hits when doing this.
* "For example, say you'd declared a List at the beginning of a
method which grew in size to be very large, but was only required
until half-way through the method. You could at this point set the
List reference to null to allow the garbage collector to potentially
reclaim this object before the method completes (and the reference
falls out of scope anyway)." *
This is correct, but this solution may not be generalizable. While setting a List object reference to null -will- make memory available for garbage collection, this is only true for a List object of primitive types. If the List object instead contains reference types, setting the List object = null will not dereference -any- of the reference types contained -in- the list. In this case, setting the List object = null will orphan the contained reference types whose objects will not be available for garbage collection unless the garbage collection algorithm is smart enough to determine that the objects have been orphaned.
Althrough java provides automatic garbage collection sometimes you will want to know how large the object is and how much of it is left .Free memory using programatically import java.lang; and Runtime r=Runtime.getRuntime(); to obtain values of memory using mem1=r.freeMemory(); to free memory call the r.gc(); method and the call freeMemory()
Recommendation from JAVA is to assign to null
From https://docs.oracle.com/cd/E19159-01/819-3681/abebi/index.html
Explicitly assigning a null value to variables that are no longer needed helps the garbage collector to identify the parts of memory that can be safely reclaimed. Although Java provides memory management, it does not prevent memory leaks or using excessive amounts of memory.
An application may induce memory leaks by not releasing object references. Doing so prevents the Java garbage collector from reclaiming those objects, and results in increasing amounts of memory being used. Explicitly nullifying references to variables after their use allows the garbage collector to reclaim memory.
One way to detect memory leaks is to employ profiling tools and take memory snapshots after each transaction. A leak-free application in steady state will show a steady active heap memory after garbage collections.