Even with all its moving parts, the for loop is so familiar that many developers reach for it without thinking. Starting in Java™ 8, we have several strong new methods that help simplify complex iterations. In this article, you will see how to use IntStream methods range, iterate, and limit to iterate through ranges and skip values in a range. You’ll also learn about the new takeWhile and dropWhile methods, coming in Java 9.

The trouble with for

The traditional for loop was introduced in the first release of the Java language, and its simpler variation, for-each, was introduced in Java 5. Most developers prefer for-each for everyday iterations, but will still use for for things like iterating through a range or skipping values in a range.

The for loop is quite capable, but it has too many moving parts. You can see this in even the simplest task of printing a get set prompt:

Listing 1. Complex code for a simple task

 System.out.print("Get set...");
   for(int i = 1; i < 4; i++) {
     System.out.print(i + "...");

In Listing 1, we start the loop index variable i at 1 and limit it to a value of less than 4. Note that the for loop requires us to tell the loop to increment. In this case we’ve also elected a pre- versus post-increment.

There isn’t a lot of code in Listing 1, but what’s there is noisy. Java 8 offers a simpler and quieter alternative: IntStream‘s range method. Here’s range printing the same get set prompt from Listing 1:

Listing 2. Simple code for a simple task

 System.out.print("Get set...");
   IntStream.range(1, 4)
     .forEach(i ‑> System.out.print(i + "..."));

We haven’t significantly reduced the amount of code in Listing 2, but we’ve reduced its complexity. There are two key reasons why:

  1. Unlike for, range doesn’t force us to initialize a mutable variable.
  2. Iteration happens automatically, so we don’t have to define the increment like we do with the loop index.

Semantically, the variable i in the original for loop is a mutated variable. To appreciate the value of range and similar methods, it’s helpful to understand the consequences of that design.

Mutables vs parameters

The variable i, which we defined in our for loop, is a single variable that is mutated through each iteration of the loop. The variable i in the range example is a parameter to the lambda expression, so it’s a brand new variable in each iteration. It’s a small difference, but sets the two pieces of code worlds apart. The following examples will help clarify.

The for loop in Listing 3 wants to use the index variable in an inner class:

Listing 3. Using an index variable in an inner class

ExecutorService executorService = Executors.newFixedThreadPool(10);

      for(int i = 0; i < 5; i++) {
        int temp = i;

        executorService.submit(new Runnable() {
          public void run() {
            //If uncommented the next line will result in an error
            //System.out.println("Running task " + i); 
            //local variables referenced from an inner class must be final or effectively final

            System.out.println("Running task " + temp); 


Here we have an anonymous inner class that implements the Runnable interface. We want to access the index variable i in the run method, but the compiler won’t permit it.

As a workaround for this restriction, we might create a local temporary variable like temp, which is a copy of the index variable. The variable temp is created with new each iteration. Prior to Java 8, we would need to mark the variable as final. Starting with Java 8, it would be considered effectively final because we are not changing it. Either way, that extra variable in the for loop arises solely due to the fact that the index variable is a single mutated variable through the iteration.

Now let’s try resolving the same problem using the range function.

Listing 4. Using a lambda parameter in an inner class

 ExecutorService executorService = Executors.newFixedThreadPool(10);
      IntStream.range(0, 5)
        .forEach(i ‑> 
          executorService.submit(new Runnable() {
            public void run() {
              System.out.println("Running task " + i); 


Received as a parameter to the lambda expression, the index variable i does not have the same semantics as the loop index variable. Much like the temp that we created by hand in Listing 3, this parameter i shows up as a brand new variable through every iteration. It is effectively final, since we’re not changing its value anywhere. Hence, we can directly use it from within the context of the inner class—no fuss, no muss.

Since Runnable is a functional interface, we can easily replace the anonymous inner class with a lambda expression, like so:

Listing 5. Replacing the inner class with a lambda expression

 IntStream.range(0, 5)
        .forEach(i ‑> 
          executorService.submit(() ‑> System.out.println("Running task " + i)));

It’s clear there are benefits to using range rather than for, for relatively simple iterations, but for is especially valued for its ability to handle more complex iteration scenarios. Let’s see how range and other Java 8 methods compare.

Closed ranges

When creating a for loop, we can direct the index variable to close in on a range, like so:

Listing 6. A for loop with a closed range

for(int i = 0; i <= 5; i++) {

The index variable i takes the values 0, 1, …5. Rather than use for, we could use the rangeClosed method. In this case, we’d direct IntStream to close over the ending value in the range:

Listing 7. The rangeClosed method

 IntStream.rangeClosed(0, 5)

When we iterate over this range, we’ll get a value that includes the boundary value of 5.

Skipping values

The range and rangeClosed methods are simpler and more fluent alternatives to for for basic looping, but what if we want to step over some values? In this case for‘s demand for upfront effort makes the operation rather easy. In Listing 8, the for loop quickly skips two values while iterating:

Listing 8. Skipping values with for

    int total = 0;
    for(int i = 1; i <= 100; i = i + 3) {
      total += i;

The loop in Listing 8 computes the sum of every third value between 1 and 100—a somewhat complex operation that was rather easy using for. Could we also solve this using range?

At first, you might consider using the range method of IntStream, combined with either filter or map. That would involve more work than using a for loop, however. A more likely solution is to combine iterate with limit:

Listing 9. Iterating with limit

    IntStream.iterate(1, e ‑> e + 3)

The iterate method is quite easy to use; it just takes an initial value to start iterating. The lambda expression that is passed as the second argument determines the next value in the iteration. This is similar to Listing 8, where we passed an expression to the for loop to increment the value of the index variable. However, in this case, there’s a gotcha. Unlike range and rangeClosed, nothing tells the iterate method when to stop. If we don’t limit the value, the iteration will be unstoppable.

How could we work around this?

We’re interested in the values between 1 and 100, and we want to skip two values starting with 1. Doing a little math, we figure out that there are 34 desired values in the given range. So, we pass that number to the limit method.

The code works, but the process is too complex: doing the math beforehand isn’t fun, and it limits our code. What if we decided to skip three values instead of two? We’d not only have to change the code, but our results would be error prone. There has to be a better way.

The takeWhile method

Coming in Java 9, takeWhile is a new method that makes it easier to iterate with limits. Using takeWhile, we can directly state that iteration should continue as long as a desired condition is met. Here’s how the iteration from Listing 9 would look using takeWhile:

Listing 10. Iterating with conditions

 IntStream.iterate(1, e ‑> e + 3)
      .takeWhile(i ‑> i <= 100) //available in Java 9

Instead of limiting the iteration to a pre-computed number, we dynamically determine when to break out of the iteration, using the condition provided to takeWhile. This approach is much easier and less error prone than trying to pre-compute the number of iterations.

The takeWhile method, along with its counterpart dropWhile, which skips values until a given condition is met, are much needed additions to the JDK. The takeWhile method acts like a break, while dropWhile acts like a continue. Starting in Java 9, they’ll be available for any type of Stream.

Iterating in reverse

Iterating in reverse is nearly effortless compared to iterating forward, regardless of whether you use a traditional for loop or IntStream.

Here’s a for loop iterating in reverse:

Listing 11. Iterating in reverse using for

 for(int i = 7; i > 0; i‑‑) {

The first argument in range or rangeClosed can’t be greater than the second argument, so we’re unable to use either of these methods to iterate in reverse. Instead, we can use the iterate method:

Listing 12. Iterating in reverse using iterate

 IntStream.iterate(7, e ‑> e ‑ 1)

We pass a lambda expression as an argument to the iterate method, which decrements the given value to move the iteration in the reverse direction. We use the limit function to specify how many total values we want to see during the reverse iteration. If necessary, we could also use the takeWhile and dropWhile methods to dynamically alter the flow of iteration.


While the traditional for loop is very powerful, it is also overly complex. Newer methods in Java 8 and Java 9 can help simplify iteration, even for sophisticated iterations. The methods range, iterate, and limit have fewer moving parts, which will help you code more efficiently. These methods also resolve Java’s longstanding requirement that local variables must be declared final in order to be accessed from inner classes. Exchanging a single mutable index variable for an effectively final parameter is a small semantic difference, but it cuts out a lot of garbage variables. The end result is simpler, more elegant code.