What is the difference between a HashMap and a TreeMap? [duplicate]
I started learning Java. When would I use a HashMap over a TreeMap?
TreeMap
is an example of a SortedMap
, which means that the order of the keys can be sorted, and when iterating over the keys, you can expect that they will be in order.
HashMap
on the other hand, makes no such guarantee. Therefore, when iterating over the keys of a HashMap
, you can't be sure what order they will be in.
HashMap
will be more efficient in general, so use it whenever you don't care about the order of the keys.
HashMap
is implemented by Hash Table while TreeMap
is implemented by Red-Black tree
. The main difference between HashMap
and TreeMap
actually reflect the main difference between a Hash
and a Binary Tree
, that is, when iterating, TreeMap guarantee can the key order which is determined by either element's compareTo() method or a comparator set in the TreeMap's constructor.
Take a look at following diagram.
To sum up:
- HashMap: Lookup-array structure, based on hashCode(), equals() implementations, O(1) runtime complexity for inserting and searching, unsorted
- TreeMap: Tree structure, based on compareTo() implementation, O(log(N)) runtime complexity for inserting and searching, sorted
Taken from: HashMap vs. TreeMap
Use HashMap
most of the times but use TreeMap
when you need the key to be sorted (when you need to iterate the keys).
I'll talk about the HashMap and TreeMap implementation in Java:
HashMap -- implement basic map interface
- implemented by an array of buckets, each bucket is a LinkedList of entries
- running time of basic operations: put(), average O(1), worst case O(n), happens when the table is resized; get(), remove(), average O(1)
- not synchronized, to synchronize it:
Map m = Collections.synchronizedMap(new HashMap(...));
- Iteration order of the map is unpredictable.
TreeMap -- implement navigable map interface
- implemented by a red-black tree
- running time of basic operations: put(), get(), remove(), worst case O(lgn)
- not synchronized, to synchronize it:
SortedMap m = Collections.synchronizedSortedMap(new TreeMap(...));
- provide ordered iteration. higherKey(), lowerKey() can be used to get the successor and predecessor of a given key.
To sum, the biggest difference between HashMap and TreeMap is that TreeMap implements NavigableMap<K,V>
, which provide the feature of ordered iteration. Besides, both HashMap and TreeMap are members of Java Collection framework. You can investigate the source code of Java to know more about their implementations.
You almost always use HashMap
, you should only use TreeMap
if you need your keys to be in a specific order.
HashMap
is used for fast lookup, whereas TreeMap
is used for sorted iterations over the map.
Along with sorted key store one another difference is with TreeMap, developer can give (String.CASE_INSENSITIVE_ORDER) with String keys, so then the comparator ignores case of key while performing comparison of keys on map access. This is not possible to give such option with HashMap - it is always case sensitive comparisons in HashMap.
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