How to create Map<String,List<Product>>
of below. Here, String
(key of the Map
) is the category
of a Product
.
One product can belong to multiple categories, like in the example below.
I am trying with below code, however not able to get next operation:
products.stream()
.flatMap(product -> product.getCategories().stream())
. // how should I progress from here?
Result should be like below:
{electonics=[p1,p3,p4], fashion=[p1,p2,p4], kitchen=[p1,p2,p3], abc1=[p2], xyz1=[p3],pqr1=[p4]}
Product p1 = new Product(123, Arrays.asList("electonics,fashion,kitchen".split(",")));
Product p2 = new Product(123, Arrays.asList("abc1,fashion,kitchen".split(",")));
Product p3 = new Product(123, Arrays.asList("electonics,xyz1,kitchen".split(",")));
Product p4 = new Product(123, Arrays.asList("electonics,fashion,pqr1".split(",")));
List<Product> products = Arrays.asList(p1, p2, p3, p4);
class Product {
int price;
List<String> categories;
public Product(int price) {
this.price = price;
}
public Product(int price, List<String> categories) {
this.price = price;
this.categories = categories;
}
public int getPrice() {
return price;
}
public List<String> getCategories() {
return categories;
}
}
If you want to use collector groupingBy()
for some reason, then you can define a wrapper class (with Java 16+ a record would be more handy for that purpose) which would hold a reference to a category and a product to represent every combination category/product which exist in the given list.
public record ProductCategory(String category, Product product) {}
Pre-Java 16 alternative:
public class ProductCategory {
private String category;
private Product product;
// constructor and getters
}
And then in the make use of the combination of collectors mapping()
and toList()
as the downstream collector of groupingBy()
.
List<Product> products = // initializing the list of products
Map<String, List<Product>> productsByCategory = products.stream()
.flatMap(product -> product.getCategories().stream()
.map(category -> new ProductCategory(category, product)))
.collect(Collectors.groupingBy(
ProductCategory::category, // ProductCategory::getCategory if you used a class instead of record
Collectors.mapping(ProductCategory::product, // ProductCategory::getProduct if you used a class instead of record
Collectors.toList())
));
But instead of creating intermediate objects and generating nested streams, the more performant option would be to describe the accumulation strategy within the three-args version of collect()
(or define a custom collector).
That's how it might be implemented:
Map<String, List<Product>> productsByCategory = products.stream()
.collect(
HashMap::new,
(Map<String, List<Product>> map, Product next) -> next.getCategories()
.forEach(category -> map.computeIfAbsent(category, k -> new ArrayList<>())
.add(next)),
(left, right) -> right.forEach((k, v) ->
left.merge(k, v,(oldProd, newProd) -> { oldProd.addAll(newProd); return oldProd; }))
);