填写地图 <String,Map<String,Integer> &gt;与流

Question

I have a Linkedlist with Data ( author, date , LinkedList<Changes(lines, path)> )

now i want to create with a stream out of this a Map< Filepath, Map< Author, changes >>

public Map<String, Map<String, Integer>> authorFragmentation(List<Commit> commits) {

        return commits.stream()
                      .map(Commit::getChangesList)
                      .flatMap(changes -> changes.stream())
                      .collect(Collectors.toMap(
                              Changes::getPath,
                              Collectors.toMap(
                                 Commit::getAuthorName, 
                                 (changes) -> 1,
                                 (oldValue, newValue) -> oldValue + 1)));
}

I try it so but this doesnt work. How can i create this Map in a Map with the Stream and count at the same time the changes ?

Answer 1

Jeremy Grand is completely correct in his comment: in your collector it has long been forgotten that you started out from a stream of Commit objects, so you cannot use Commit::getAuthorName there. The challenge is how to keep the author name around to a place where you also got the path. One solution is to put both into a newly created string array (since both are strings).

public Map<String, Map<String, Long>> authorFragmentation(List<Commit> commits) {
    return commits.stream()
            .flatMap(c -> c.getChangesList()
                    .stream()
                    .map((Changes ch) -> new String[] { c.getAuthorName(), ch.getPath() }))
            .collect(Collectors.groupingBy(sa -> sa[1], 
                    Collectors.groupingBy(sa -> sa[0], Collectors.counting())));
}

Collectors.counting() insists on counting into a Long , not Integer , so I have modified your return type. I'm sure a conversion to Integer would be possible if necessary, but I would first consider whether I could live with Long .

It's not the most beautiful stream code, and I will wait to see if other suggestions come up.

The code is compiled, but since I neither have your classes nor your data, I have not tried running it. If there are any issues, please revert.

Answer 2

Your mistake is that map/flatMap call "throws away" the Commit . You do not know which Commit a Change belongs to when trying to collect. In order to keep that information I'd recommend creating a small helper class (you could use a simple Pair, though):

public class OneChange
{
    private Commit commit;
    private Change change;

    public OneChange(Commit commit, Change change)
    {
        this.commit = commit;
        this.change = change;
    }

    public String getAuthorName() { return commit.getAuthorName(); };
    public String getPath()       { return change.getPath(); };
    public Integer getLines()     { return change.getLines(); };
}

You can then flatMap to that, group it by path and author, and then sum up the lines changed:

commits.stream()
       .flatMap(commit -> commit.getChanges().stream().map(change -> new OneChange(commit, change)))
       .collect(Collectors.groupingBy(OneChange::getPath,
                                      Collectors.groupingBy(OneChange::getAuthorName,
                                                            Collectors.summingInt(OneChange::getLines))));

In case you do not want to sum up the lines, but just count the Changes , replace Collectors.summingInt(OneChange::getLines) by Collectors.counting() .