在 HashMap 中添加到列表的快捷方式

Question

I often have a need to take a list of objects and group them into a Map based on a value contained in the object. Eg. take a list of Users and group by Country.

My code for this usually looks like:

Map<String, List<User>> usersByCountry = new HashMap<String, List<User>>();
for(User user : listOfUsers) {
    if(usersByCountry.containsKey(user.getCountry())) {
        //Add to existing list
        usersByCountry.get(user.getCountry()).add(user);

    } else {
        //Create new list
        List<User> users = new ArrayList<User>(1);
        users.add(user);
        usersByCountry.put(user.getCountry(), users);
    }
}

However I can't help thinking that this is awkward and some guru has a better approach. The closest I can see so far is the MultiMap from Google Collections .

Are there any standard approaches?

Thanks!

Answer 1

Since Java 8 you can make use of Map#computeIfAbsent() .

Map<String, List<User>> usersByCountry = new HashMap<>();

for (User user : listOfUsers) {
    usersByCountry.computeIfAbsent(user.getCountry(), k -> new ArrayList<>()).add(user);
}

Or, make use of Stream API's Collectors#groupingBy() to go from List to Map directly:

Map<String, List<User>> usersByCountry = listOfUsers.stream().collect(Collectors.groupingBy(User::getCountry));

In Java 7 or below, best what you can get is below:

Map<String, List<User>> usersByCountry = new HashMap<>();

for (User user : listOfUsers) {
    List<User> users = usersByCountry.get(user.getCountry());
    if (users == null) {
        users = new ArrayList<>();
        usersByCountry.put(user.getCountry(), users);
    }
    users.add(user);
}

Commons Collections has a LazyMap , but it's not parameterized. Guava doesn't have sort of a LazyMap or LazyList , but you can use Multimap for this as shown in answer of polygenelubricants below .

Answer 2

Guava's Multimap really is the most appropriate data structure for this, and in fact, there is Multimaps.index(Iterable<V>, Function<? super V,K>) utility method that does exactly what you want: take an Iterable<V> (which aList<V> is), and apply the Function<? super V, K> Function<? super V, K> to get the keys for the Multimap<K,V> .

Here's an example from the documentation:

For example,

 List<String> badGuys = Arrays.asList("Inky", "Blinky", "Pinky", "Pinky", "Clyde"); Function<String, Integer> stringLengthFunction = ...; Multimap<Integer, String> index = Multimaps.index(badGuys, stringLengthFunction); System.out.println(index);

prints

 {4=[Inky], 5=[Pinky, Pinky, Clyde], 6=[Blinky]}

In your case you'd write a Function<User,String> userCountryFunction = ... .

Answer 3

We seem to do this a lot of times so I created a template class

public abstract class ListGroupBy<K, T> {
public Map<K, List<T>> map(List<T> list) {
    Map<K, List<T> > map = new HashMap<K, List<T> >();
    for (T t : list) {
        K key = groupBy(t);
        List<T> innerList = map.containsKey(key) ? map.get(key) : new ArrayList<T>();
        innerList.add(t);
        map.put(key, innerList);
    }
    return map;
}

protected abstract K groupBy(T t);
}

You just provide impl for groupBy

in your case

String groupBy(User u){return user.getCountry();}

Answer 4

When I have to deal with a collection-valued map, I just about always wind up writing a little putIntoListMap() static utility method in the class. If I find myself needing it in multiple classes, I throw that method into a utility class. Static method calls like that are a bit ugly, but they're much cleaner than typing the code out every time. Unless multi-maps play a pretty central role in your app, IMHO it's probably not worth it to pull in another dependency.

Answer 5

By using lambdaj you can obtain that result with just one line of code as it follows:

Group<User> usersByCountry = group(listOfUsers, by(on(User.class).getCountry()));

Lambdaj also offers lots of other features to manipulate collections with a very readable domain specific language.

Answer 6

Map<String, List<User>> usersByCountry = new HashMap<String, List<User>>();
for(User user : listOfUsers) {
    List<User> users = usersByCountry.get(user.getCountry());
    if (users == null) {        
        usersByCountry.put(user.getCountry(), users = new ArrayList<User>());
    }
    users.add(user);
}

Answer 7

It looks like your exact needs are met by LinkedHashMultimap in the GC library. If you can live with the dependencies, all your code becomes:

SetMultimap<String,User> countryToUserMap = LinkedHashMultimap.create();
// .. other stuff, then whenever you need it:
countryToUserMap.put(user.getCountry(), user);

insertion order is maintained (about all it looks like you were doing with your list) and duplicates are precluded; you can of course switch to a plain hash-based set or a tree set as needs dictate (or a list, though that doesn't seem to be what you need). Empty collections are returned if you ask for a country with no users, everyone gets ponies, etc - what I mean is, check out the API. It'll do a lot for you, so the dependency might be worth it.

Answer 8

A clean and readable way to add an element is the following:

String country = user.getCountry();
Set<User> users
if (users.containsKey(country))
{
    users = usersByCountry.get(user.getCountry());
}
else
{
    users = new HashSet<User>();
    usersByCountry.put(country, users);
}
users.add(user);

Note that calling containsKey and get is not slower than just calling get and testing the result for null .

Answer 9

ArrayList numbersList = new ArrayList<>(Arrays.asList(1, 1, 2, 3, 3, 3, 4, 5, 6, 6, 6, 7, 8));

Map<Integer, Long> elementCountMap = numbersList.stream().collect(Collectors.toMap(Function.identity(), v -> 1L, Long::sum));

System.out.println(elementCountMap);

o/p:{1=2, 2=1, 3=3, 4=1, 5=1, 6=3, 7=1, 8=1}