Java static methods pros & cons - java

I havent used a lot of static methods before, but just recently I tend to use more of them. For example if I want to set a boolean flag in a class, or acess one without the need to pass the actual object through classes.
For example:
public class MainLoop
{
private static volatile boolean finished = false;
public void run()
{
while ( !finished )
{
// Do stuff
}
}
// Can be used to shut the application down from other classes, without having the actual object
public static void endApplication()
{
MainLoop.finished = true;
}
}
Is this something I should avoid? Is it better to pass a object so you can use the objects methods? Does the boolean finished counts as a global now, or is it just as safe?

A problem with using a static variable in this case is that if you create two (or more) instances of MainLoop, writing code that looks like it is shutting down only one of the instances, will actually shut down both of them:
MainLoop mainLoop1 = new MainLoop();
MainLoop mainLoop2 = new MainLoop();
new Thread(mainLoop1).start();
new Thread(mainLoop2).start();
mainLoop1.finished = true; // static variable also shuts down mainLoop2
This is just one reason (amongst many) for choosing to not use static variables. Even if your program today only creates one MainLoop, it is possible that in the future you may have reason to create many of them: for unit testing, or to implement a cool new feature.
You may think "if that ever happens, I'll just refactor the program to use member variables instead of static variables." But it's generally more efficient to pay the cost up front, and bake modular design into the program from the start.
There's no question that statics often make a quick and dirty program easier to write. But for important / complex code that you intend to test, maintain, grow, share, and use for years to come, static variables are generally recommended against.
As other answers to this question have noted, a static variable is a kind of global variable. And there's lots of information about why (generally) global variables are bad.

Yes, passing objects around is better. Using a singleton or static methods makes OO programming look like procedural programming. A singleton is somewhat better because you can at least make it implement interfaces or extend an abstract class, but it's usually a design smell.
And mixing instance methods with static variables like you're doing is even more confusing: you could have several objects looping, but you stop all of them at once because they all stop when a static variable changes.

Is this something i should avoid?
In general, yes. Statics represent global state. Global state is hard to reason about, hard to test in isolation, and generally has higher thread-safety requirements.
If I want to test what happens to an object in a certain state, I can just create the object, put it into that state, perform my tests, and let it get garbage collected.
If I want to test what happens to global state, I need to make sure I reset it all at the end of my test (or possibly at the start of every test). The tests will now interfere with each other if I'm not careful about doing that.
Of course, if the static method doesn't need to affect any state - i.e. if it's pure - then it becomes somewhat better. At that point all you're losing is the ability to replace that method implementation, e.g. when testing something that calls it.

In general, by making finished static like that you create a situation where there can only be one instance of your MainLoop class executing run at any one time. If there is more than one instance then setting finished will end them all -- not what is usually desired.
However, in this particular scenario, where you want to "end application", presumably meaning you want to end all instances of MainLoop, the approach may be justified.
However, the number of situations where this approach may be merited are few, and a "cleaner" way to handle this scenario would be to keep a static list of instances and work through the list, setting the instance variable finished in each instance. This allows you to also end individual instances, gives you a natural count of existing instances, etc.

Related

Java store reflected Method statically in class: Safe?

Is something like the following 'safe' in Java, and why?
public final class Utility {
private Utility() {}
private static Method sFooMethod = null;
public static void callFoo(SomeThing thing) {
try {
if(sFooMethod == null)
sFooMethod = SomeThing.class.getMethod("foo");
sFooMethod.invoke(thing);
} catch(Exception e) {} // Just for simplicity here
}
}
My rationale would be that even if another thread writes to sFooMethod in the background and the current thread sees it suddenly somewhere during execution of callFoo(), it would still just result in the same old reflective invoke of thing.foo()?
Extra question: In what ways does the following approach differ (positive/negative) from the above? Would it be preferred?
public final class Utility {
private Utility() {}
private static final Method sFooMethod;
static {
try {
sFooMethod = SomeThing.class.getMethod("foo");
} catch(Exception e) {}
}
public static void callFoo(SomeThing thing) {
try {
if(sFooMethod != null)
sFooMethod.invoke(thing);
} catch(Exception e) {}
}
}
Background update from comment:
I am writing an Android app and I need to call a method that was private until API 29, when it was made public without being changed. In an alpha release (can't use this yet) of the AndroidX core library Google provides a HandlerCompat method that uses reflection to call the private method if it is not public. So I copied Google's method into my own HandlerCompatP class for now, but I noticed that if I call it 1000 times, then the reflective lookup will occur 1000 times (I couldn't see any caching). So that got me thinking about whether there is a good way to perform the reflection once only, and only if needed.
"Don't use reflection" is not an answer here as in this case it is required, and Google themselves intended for it to happen in their compatibility library. My question is also not whether using reflection is safe and/or good practice, I'm well aware it's not good in general, but instead whether given that I am using reflection, which method would be safe/better.
The key to avoiding memory consistency errors is understanding the happens-before relationship. This relationship is simply a guarantee that memory writes by one specific statement are visible to another specific statement.
Java language specification states following:
17.4.5. Happens-before Order
Two actions can be ordered by a happens-before relationship. If one
action happens-before another, then the first is visible to and
ordered before the second.
If we have two actions x and y, we write hb(x, y) to indicate that x
happens-before y.
If x and y are actions of the same thread and x comes before y in
program order, then hb(x, y).
As, in your case, writing to and then reading from the static field are happening in same tread. So the `happens before' relation is established. So the read operation will always see effects of the write operation.
Also, all threads are going to write same data. At worse, all eligible threads will write to the variable same time. The variable will have reference to the object that got assigned last and rest of the dereferenced objects will be garbage collected.
There won't be many threads in your App which will enter the same method at once, which will cause significant performance hit due to lot of object creation. But if you want to set the variable only once then second approach is better. As static blocks are thread safe.
Is something like the following 'safe' in Java, and why?
No I would not recommend using reflections, unless you have to.
Most of the time developers design their classes in a way, so that access to a hidden field or method is never required. There will most likely be a better way to access the hidden content.
Especially hidden fields and methods could change their name, when the library they are contained in is updated. So your code could just stop working suddenly and you would not know why, since the compiler would not output any errors.
It is also faster to directly access a method or field then through reflections, because the reflections first need to search for it and the direct access don't
So don't use reflections if you don't have to
I'm not sure what your goal is -- there is probably a better way to do what you're trying to do.
The second approach, with a static initializer, is preferable because your first implementation has a race condition.

how to locally synchronize two maps?

For instance,
class Test{
static Map a = new ...
static Map b = new ...
public void process(){
...
a.put(...);
b.put(...);
}
}
Do I have to lock like this:
synchronized(a){
a.put();
}
synchronized(b){
b.put(b);
}
This seems to be awkward. Any other right way to do this? Thanks.
No, you need both operations in one synchronized block, otherwise another thread may see inconsistencies between the two maps.
One possible option would be using a synchronized method, or you could use some other private object or one of the maps as an monitor. Here is the synchronized method example:
static Map a = new ...
static Map b = new ...
public synchronized void process(){
...
a.put(...);
b.put(...);
}
}
You can use a dedicated object like
Object mapLock = new Object();
to synchronize on.
Or you can sync on a keeping in mind that even if you need an access to b you need to sync on a.
Synchronizing on this is not a good idea in general. I mean this is a bad habit and doing so may eventually result in bad performance or non-obvious deadlocks if not in this but other applications you make.
Avoid synchronized(this) in Java?
You can also consider using ReadWriteLock from concurrency package.
You do need to run both operations within one synchronized block. Worth noting that in your example, you've defined the maps statically while the process() method is an instance method. The synchronizing the method will mean that calls to that instance will be synchronized, but that calls to 2 different instances will not (as the lock used when applying the synchronized keyword to a method is effectively this). You could either make the process() method static, or use a synchronized(Test.class) {} block instead to ensure that there's no racing happening.
You will also need to be careful about how you expose the maps to clients - if you're offering them up as properties, then I would probably wrap them with Collections.unmodifiableMap() to ensure that nothing else can go and screw with them while you're not looking - however that doesn't entirely protect against clients having an "odd" time as they will still see changes happen in potentially unsafe ways. As such, I'd also probably declare the types as ConcurrentHashMap to make things a little safer (although there are still some dangerous operations such as sharing an Iterator between threads)

java - is initializing a temporary variable for simple getters better or not?

A very unimportant question about Java performance, but it made me wondering today.
Say I have simple getter:
public Object getSomething() {
return this.member;
}
Now, say I need the result of getSomething() twice (or more) in some function/algorithm. My question: is there any difference in either calling getSomething() twice (or more) or in declaring a temporary, local variable and use this variable from then on?
That is, either
public void algo() {
Object o = getSomething();
... use o ...
}
or
public void algo() {
... call getSomething() multiple times ...
}
I tend to mix both options, for no specific reason. I know it doesn't matter, but I am just wondering.
Thanks!
Technically, it's faster to not call the method multiple times, however this might not always be the case. The JVM might optimize the method calls to be inline and you won't see the difference at all. In any case, the difference is negligible.
However, it's probably safer to always use a getter. What if the value of the state changes between your calls? If you want to use a consistent version, then you can save the value from the first call. Otherwise, you probably want to always use the getter.
In any case, you shouldn't base this decision on performance because it's so negligible. I would pick one and stick with it consistently. I would recommend always going through your getters/setters.
Getters and setters are about encapsulation and abstraction. When you decide to invoke the getter multiple times, you are making assumptions about the inner workings of that class. For example that it does no expensive calculations, or that the value is not changed by other threads.
I'd argue that its better to call the getter once and store its result in a temporary variable, thus allowing you to freely refactor the implementing class.
As an anecdote, I was once bitten by a change where a getter returned an array, but the implementing class was changed from an array property to using a list and doing the conversion in the getter.
The compiler should optimize either one to be basically the same code.

Generating singletons

This might sound like a weird idea and I haven't thought it through properly yet.
Say you have an application that ends up requiring a certain number of singletons to do some I/O for example. You could write one singleton and basically reproduce the code as many times as needed.
However, as programmers we're supposed to come up with inventive solutions that avoid redundancy or repetition of any kind. What would be a solution to make multiple somethings that could each act as a singleton.
P.S: This is for a project where a framework such as Spring can't be used.
You could introduce an abstraction like this:
public abstract class Singleton<T> {
private T object;
public synchronized T get() {
if (object == null) {
object = create();
}
return object;
}
protected abstract T create();
}
Then for each singleton, you just need to write this:
public final Singleton<Database> database = new Singleton<Database>() {
#Override
protected Database create() {
// connect to the database, return the Database instance
}
};
public final Singleton<LogCluster> logs = new Singleton<LogCluster>() {
...
Then you can use the singletons by writing database.get(). If the singleton hasn't been created, it is created and initialized.
The reason people probably don't do this, and prefer to just repeatedly write something like this:
private Database database;
public synchronized Database getDatabase() {
if (database == null) {
// connect to the database, assign the database field
}
return database;
}
private LogCluster logs;
public synchronized LogCluster getLogs() {
...
Is because in the end it is only one more line of code for each singleton, and the chance of getting the initialize-singleton pattern wrong is pretty low.
However, as programmers we're supposed to come up with inventive solutions that avoid redundancy or repetition of any kind.
That is not correct. As programmers, we are supposed to come up with solutions that meet the following criteria:
meet the functional requirements; e.g. perform as required without bugs,
are delivered within the mandated timeframe,
are maintainable; e.g. the next developer can read and modify the code,
performs fast enough for the task in hand, and
can be reused in future tasks.
(These criteria are roughly ordered by decreasing priority, though different contexts may dictate a different order.)
Inventiveness is NOT a requirement, and "avoid[ing] redundancy or repetition of any kind" is not either. In fact both of these can be distinctly harmful ... if the programmer ignores the real criteria.
Bringing this back to your question. You should only be looking for alternative ways to do singletons if it is going to actually make the code more maintainable. Complicated "inventive" solutions may well return to bite you (or the people who have to maintain your code in the future), even if they succeed in reducing the number of lines of repeated code.
And as others have pointed out (e.g. #BalusC), current thinking is that the singleton pattern should be avoided in a lot of classes of application.
There does exist a multiton pattern. Regardless, I am 60% certain that the real solution to the original problem is a RDBMS.
#BalusC is right, but I will say it more strongly, Singletons are evil in all contexts.
Webapps, desktop apps, etc. Just don't do it.
All a singleton is in reality is a global wad of data. Global data is bad. It makes proper unit testing impossible. It makes tracing down weird bugs much, much harder.
The Gang of Four book is flat out wrong here. Or at least obsolete by a decade and a half.
If you want only one instance, have a factory that makes only one. Its easy.
How about passing a parameter to the function that creates the singleton (for example, it's name or specialization), that knows to create a singleton for each unique parameter?
I know you asked about Java, but here is a solution in PHP as an example:
abstract class Singleton
{
protected function __construct()
{
}
final public static function getInstance()
{
static $instances = array();
$calledClass = get_called_class();
if (!isset($instances[$calledClass]))
{
$instances[$calledClass] = new $calledClass();
}
return $instances[$calledClass];
}
final private function __clone()
{
}
}
Then you just write:
class Database extends Singleton {}

Java instance variables vs. local variables

I'm in my first programming class in high school. We're doing our end of the first semester project.
This project only involves one class, but many methods. My question is about best practice with instance variables and local variables. It seems that it would be much easier for me to code using almost only instance variables. But I'm not sure if this is how I should be doing it or if I should be using local variables more (I would just have to have methods take in the values of local variables a lot more).
My reasoning for this is also because a lot of times I'll want to have a method return two or three values, but this is of course not possible. Thus it just seems easier to simply use instance variables and never having to worry since they are universal in the class.
I haven't seen anyone discuss this so I'll throw in more food for thought. The short answer/advice is don't use instance variables over local variables just because you think they are easier to return values. You are going to make working with your code very very hard if you don't use local variables and instance variables appropriately. You will produce some serious bugs that are really hard to track down. If you want to understand what I mean by serious bugs, and what that might look like read on.
Let's try and use only instance variables as you suggest to write to functions. I'll create a very simple class:
public class BadIdea {
public Enum Color { GREEN, RED, BLUE, PURPLE };
public Color[] map = new Colors[] {
Color.GREEN,
Color.GREEN,
Color.RED,
Color.BLUE,
Color.PURPLE,
Color.RED,
Color.PURPLE };
List<Integer> indexes = new ArrayList<Integer>();
public int counter = 0;
public int index = 0;
public void findColor( Color value ) {
indexes.clear();
for( index = 0; index < map.length; index++ ) {
if( map[index] == value ) {
indexes.add( index );
counter++;
}
}
}
public void findOppositeColors( Color value ) {
indexes.clear();
for( index = 0; i < index < map.length; index++ ) {
if( map[index] != value ) {
indexes.add( index );
counter++;
}
}
}
}
This is a silly program I know, but we can use it to illustrate the concept that using instance variables for things like this is a tremendously bad idea. The biggest thing you'll find is that those methods use all of the instance variables we have. And it modifies indexes, counter, and index every time they are called. The first problem you'll find is that calling those methods one after the other can modify the answers from prior runs. So for example, if you wrote the following code:
BadIdea idea = new BadIdea();
idea.findColor( Color.RED );
idea.findColor( Color.GREEN ); // whoops we just lost the results from finding all Color.RED
Since findColor uses instance variables to track returned values we can only return one result at a time. Let's try and save off a reference to those results before we call it again:
BadIdea idea = new BadIdea();
idea.findColor( Color.RED );
List<Integer> redPositions = idea.indexes;
int redCount = idea.counter;
idea.findColor( Color.GREEN ); // this causes red positions to be lost! (i.e. idea.indexes.clear()
List<Integer> greenPositions = idea.indexes;
int greenCount = idea.counter;
In this second example we saved the red positions on the 3rd line, but same thing happened!?Why did we lose them?! Because idea.indexes was cleared instead of allocated so there can only be one answer used at a time. You have to completely finish using that result before calling it again. Once you call a method again the results are cleared and you lose everything. In order to fix this you'll have to allocate a new result each time so red and green answers are separate. So let's clone our answers to create new copies of things:
BadIdea idea = new BadIdea();
idea.findColor( Color.RED );
List<Integer> redPositions = idea.indexes.clone();
int redCount = idea.counter;
idea.findColor( Color.GREEN );
List<Integer> greenPositions = idea.indexes.clone();
int greenCount = idea.counter;
Ok finally we have two separate results. The results of red and green are now separate. But, we had to know a lot about how BadIdea operated internally before the program worked didn't we? We need to remember to clone the returns every time we called it to safely make sure our results didn't get clobbered. Why is the caller forced to remember these details? Wouldn't it be easier if we didn't have to do that?
Also notice that the caller has to use local variables to remember the results so while you didn't use local variables in the methods of BadIdea the caller has to use them to remember results. So what did you really accomplish? You really just moved the problem to the caller forcing them to do more. And the work you pushed onto the caller is not an easy rule to follow because there are some many exceptions to the rule.
Now let's try doing that with two different methods. Notice how I've been "smart" and I reused those same instance variables to "save memory" and kept the code compact. ;-)
BadIdea idea = new BadIdea();
idea.findColor( Color.RED );
List<Integer> redPositions = idea.indexes;
int redCount = idea.counter;
idea.findOppositeColors( Color.RED ); // this causes red positions to be lost again!!
List<Integer> greenPositions = idea.indexes;
int greenCount = idea.counter;
Same thing happened! Damn but I was being so "smart" and saving memory and the code uses less resources!!! This is the real peril of using instance variables like this is calling methods is order dependent now. If I change the order of the method calls the results are different even though I haven't really changed the underlying state of BadIdea. I didn't change the contents of the map. Why does the program yield different results when I call the methods in different order?
idea.findColor( Color.RED )
idea.findOppositeColors( Color.RED )
Produces a different result than if I swapped those two methods:
idea.findOppositeColors( Color.RED )
idea.findColor( Color.RED )
These types of errors are really hard to track down especially when those lines aren't right next to each other. You can completely break your program by just adding a new call in anywhere between those two lines and get wildly different results. Sure when we're dealing with small number of lines it's easy to spot errors. But, in a larger program you can waste days trying to reproduce them even though the data in the program hasn't changed.
And this only looks at single threaded problems. If BadIdea was being used in a multi-threaded situation the errors can get really bizarre. What happens if findColors() and findOppositeColors() is called at the same time? Crash, all your hair falls out, Death, space and time collapse into a singularity and the universe is swallows up? Probably at least two of those. Threads are probably above your head now, but hopefully we can steer you away from doing bad things now so when you do get to threads those bad practices don't cause you real heartache.
Did you notice how careful you had to be when calling the methods? They overwrote each other, they shared memory possibly randomly, you had to remember the details of how it worked on the inside to make it work on the outside, changing the order in which things were called produce very big changes in the next lines down, and it only could only work in a single thread situation. Doing things like this will produce really brittle code that seems to fall apart whenever you touch it. These practices I showed contributed directly to the code being brittle.
While this might look like encapsulation it is the exact opposite because the technical details of how you wrote it have to be known to the caller. The caller has to write their code in a very particular way to make their code work, and they can't do it without knowing about the technical details of your code. This is often called a Leaky Abstraction because the class is suppose to hide the technical details behind an abstraction/interface, but the technical details leak out forcing the caller to change their behavior. Every solution has some degree of leaky-ness, but using any of the above techniques like these guarantees no matter what problem you are trying to solve it will be terribly leaky if you apply them. So let's look at the GoodIdea now.
Let's rewrite using local variables:
public class GoodIdea {
...
public List<Integer> findColor( Color value ) {
List<Integer> results = new ArrayList<Integer>();
for( int i = 0; i < map.length; i++ ) {
if( map[index] == value ) {
results.add( i );
}
}
return results;
}
public List<Integer> findOppositeColors( Color value ) {
List<Integer> results = new ArrayList<Integer>();
for( int i = 0; i < map.length; i++ ) {
if( map[index] != value ) {
results.add( i );
}
}
return results;
}
}
This fixes every problem we discussed above. I know I'm not keeping track of counter or returning it, but if I did I can create a new class and return that instead of List. Sometimes I use the following object to return multiple results quickly:
public class Pair<K,T> {
public K first;
public T second;
public Pair( K first, T second ) {
this.first = first;
this.second = second;
}
}
Long answer, but a very important topic.
Use instance variables when it's a core concept of your class. If you're iterating, recursing or doing some processing, then use local variables.
When you need to use two (or more) variables in the same places, it's time to create a new class with those attributes (and appropriate means to set them). This will make your code cleaner and help you think about problems (each class is a new term in your vocabulary).
One variable may be made a class when it is a core concept. For example real-world identifiers: these could be represented as Strings, but often, if you encapsulate them into their own object they suddenly start "attracting" functionality (validation, association to other objects, etc.)
Also (not entirely related) is object consistency - an object is able to ensure that its state makes sense. Setting one property may alter another. It also makes it far easier to alter your program to be thread-safe later (if required).
Local variables internal to methods are always prefered, since you want to keep each variable's scope as small as possible. But if more than one method needs to access a variable, then it's going to have to be an instance variable.
Local variables are more like intermediate values used to reach a result or compute something on the fly. Instance variables are more like attributes of a class, like your age or name.
The easy way: if the variable must be shared by more than one method, use instance variable, otherwise use local variable.
However, the good practice is to use as more local variables as possible. Why? For your simple project with only one class, there is no difference. For a project that includes a lot of classes, there is big difference. The instance variable indicates the state of your class. The more instance variables in your class, the more states this class can have and then, the more complex this class is, the hard the class is maintained or the more error prone your project might be. So the good practice is to use as more local variable as possible to keep the state of the class as simple as possible.
Short story: if and only if a variable needs to be accessed by more than one method (or outside of the class), create it as an instance variables. If you need it only locally, in a single method, it has to be a local variable.
Instance variables are more costly than local variables.
Keep in mind: instance variables are initialized to default values while local variables are not.
Declare variables to be scoped as narrowly as possible. Declare local variables first. If this isn't sufficient, use instance variables. If this isn't sufficient, use class (static) variables.
I you need to return more than one value return a composite structure, like an array or an object.
Try to think about your problem in terms of objects. Each class represents a different type of object. Instance variables are the pieces of data that a class needs to remember in order to work, either with itself or with other objects. Local variables should just be used intermediate calculations, data that you don't need to save once you leave the method.
Try not to return more than one value from your methods in first place. If you can't, and in some cases you really can't, then I would recommend encapsulating that in a class. Just in last case I would recommend changing another variable inside your class (an instance variable). The problem with the instance variables approach is that it increases side effects - for example, you call method A in your program and it modifies some instance(s) variable(s). Over time, that leads to increased complexity in your code and maintenance becomes harder and harder.
When I have to use instance variables, I try to make then final and initialize then in the class constructors, so side effects are minimized. This programming style (minimizing the state changes in your application) should lead to better code that is easier to maintain.
Generally variables should have minimal scope.
Unfortunately, in order to build classes with minimized variable scope, one often needs to do a lot of method parameter passing.
But if you follow that advice all the time, perfectly minimizing variable scope, you
may end up with a lot of redundancy and method inflexibility with all the required objects passed in and out of methods.
Picture a code base with thousands of methods like this:
private ClassThatHoldsReturnInfo foo(OneReallyBigClassThatHoldsCertainThings big,
AnotherClassThatDoesLittle little) {
LocalClassObjectJustUsedHere here;
...
}
private ClassThatHoldsReturnInfo bar(OneMediumSizedClassThatHoldsCertainThings medium,
AnotherClassThatDoesLittle little) {
...
}
And, on the other hand, imagine a code base with lots of instance variables like this:
private OneReallyBigClassThatHoldsCertainThings big;
private OneMediumSizedClassThatHoldsCertainThings medium;
private AnotherClassThatDoesLittle little;
private ClassThatHoldsReturnInfo ret;
private void foo() {
LocalClassObjectJustUsedHere here;
....
}
private void bar() {
....
}
As code increases, the first way may minimize variable scope best, but can easily lead to a lot of method parameters being passed around. The code will usually be more verbose and this can lead to a complexity as one refactors all these methods.
Using more instance variables can reduce the complexity of lots of method parameters being passed around and can give a flexibility to methods when you are frequently reorganizing methods for clarity. But it creates more object state that you have to maintain. Generally the advice is to do the former and refrain from the latter.
However, very often, and it may depend on the person, one can more easily manage state complexity compared with the thousands of extra object references of the first case. One may notice this when business logic within methods increases and organization needs to change to keep order and clarity.
Not only that. When you reorganize your methods to keep clarity and make lots of method parameter changes in the process, you end up with lots of version control diffs which is not so good for stable production quality code. There is a balance. One way causes one kind of complexity. The other way causes another kind of complexity.
Use the way that works best for you. You will find that balance over time.
I think this young programmer has some insightful first impressions for low maintenance code.
Use instance variables when
If two functions in the class need the same value, then make it an instance variable
or
If the state is not expected to change, make it an instance variable. For example: immutable object, DTO, LinkedList, those with final variables
or
If it is an underlying data on whom actions are performed. For example: final in arr[] in the PriorityQueue.java source code file
or
Even if it is used only once and state is expected to change, make it an instance if it is used only once by a function whose parameter list should be empty. For example: HTTPCookie.java Line: 860 hashcode() function uses 'path variable'.
Similarly, use a local variable when none of these conditions match, specifically if the role of the variable would end after the stack is popped off. For example: Comparator.compare(o1, o2);

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