I currently believe that:
HashMap
ArrayList
Am I generally correct? Are there situations where this is not correct?
The ArrayList has O(n) performance for every search, so for n searches its performance is O(n^2). The HashMap has O(1) performance for every search (on average), so for n searches its performance will be O(n). While the HashMap will be slower at first and take more memory, it will be faster for large values of n.
While HashMap stores elements with key and value pairs that means two objects. So HashMap takes more memory comparatively. ArrayList allows duplicate elements while HashMap doesn't allow duplicate keys but does allow duplicate values.
The reason that HashMap is faster than HashSet is that the HashMap uses the unique keys to access the values. It stores each value with a corresponding key and we can retrieve these values faster using keys during iteration. While HashSet is completely based on objects and therefore retrieval of values is slower.
An array is faster and that is because ArrayList uses a fixed amount of array. However when you add an element to the ArrayList and it overflows. It creates a new Array and copies every element from the old one to the new one.
A Map is a map, or "associative array". It has a key->value layout. A List is on the other hand a list, which is an ordered collection of elements.
A more direct comparison would possibly be between Set and List: Both these hold values, where the list is explicitly ordered (you can get element # x), and the set is (typically) not ordered (well, unless it is an SortedSet, in which case iteration order will be ordered by a Comparator).
The two most common implementations for Set and List is HashSet and ArrayList. To check if an element belongs in an arraylist (contains(element)), the implementation iterate over all the elements of it, checking whether one have found the element using the equals() method. To check if an element belongs in a hashset, first the element's hashCode() is calculated, then one goes "directly" to the position where this element should reside, and checks if it is there.
Thus, a significant difference between ArrayList and HashSet is the speed of contains().
On a list, you can ask for element# x, in addition to what you can do on a set, which is add, remove, ask-whether-present (contains), and iterate over all elements.
On a map, you can ask for an element by its key, instead of by its index as you do with a list.
A HashSet is currently implemented simply by a HashMap where the value part of the key->value relationship is not used. This is completely absurd and has no use whatsoever other than wasting at least 4 bytes, on could argue 12, for every and all elements inserted in the HashSet.
Generally, yes, you are correct. There's also a combined data structure, the LinkedHashMap, which offers fast access to arbitrary elements as well as predictable ordering.
However, it's worth noting that ArrayList and HashMap are only two implementations of the List and Map interfaces, respectively. There are other implementations of each that might be more suitable for more specific requirements. For example, a LinkedList might provide higher performance than an ArrayList for certain queueing/dequeueing requirements.
If you love us? You can donate to us via Paypal or buy me a coffee so we can maintain and grow! Thank you!
Donate Us With