Welcome to this lesson on Java's HashSet. We'll delve into HashSet as if it were a unique collection of space artifacts where duplicates aren't allowed! By the end, you’ll understand how to work with HashSet, and you'll know when to use them instead of other structures like arrays and ArrayLists.

HashSet, which is a part of Java's Collection framework, behaves like a set of unique elements. However, underneath the surface, its mechanism resembles that of HashMap's. Just like a locker in a spaceship that houses only exclusive components, a HashSet only stores unique elements.

Constructing and adding the names of space rocks to our HashSet is a straightforward process, thanks to the new HashSet<>() and add() methods:

The first three lines add three different strings to the HashSet. If we attempt to add "Meteor" again, it won't have any effect since duplicates aren't permitted, as shown in the example.

HashSet doesn't allow direct access to elements by index or whatsoever. However, we can search for a specific element using the contains() method:

isCometPresent will be true as "Comet" is a part of the hash set we created earlier. You can remove an element through remove() and use isEmpty() and size() methods to inspect the state of the HashSet.

Here is an example:

After the above operations, "Comet" is removed from the HashSet, isEmpty is false since there are still elements left, and size reflects the number of elements in the HashSet.

HashSet excels over arrays or ArrayLists when working with unique elements — because of its ability to ward off duplicates. However, it's unsuitable for situations that require index-based access. HashSet only holds non-primitive types, unlike arrays, which support both. Deciding when to use HashSet, ArrayList, or arrays is based on your specific requirements.

In this lesson, we explored HashSet in Java, practiced adding and removing elements, and examined how to use HashSet in comparison to Arrays and ArrayList. Soon, you'll encounter practice exercises to solidify your understanding of HashSet, which will further enhance your problem-solving skills. Keep up the pace - you're doing great on your journey to mastering Java!