How to Iterate through List of Map<Object,Long> - java

I want to get values from this List:
List<Map<CategoryModel,Long>> list = categoryRespository.findSalesByCategory();
I print values ​​from list like this:
for (Map<CategoryModel, Long> categoryModelLongMap : list) {
System.out.println(categoryModelLongMap.values());
}
Output:
[computers, 0]
[mouses, 0]
[keyboards, 0]
[laptops, 0]
But now i want to add these values to another map, as they appear above. I wrote something like that but it doesnt work
Map<String, String> newMap = new HashMap<>();
for (Map<CategoryModel, Long> featureService : list) {
for (Map.Entry<CategoryModel,Long> entry : featureService.entrySet()) {
newMap.put(String.valueOf(entry.getKey()), String.valueOf(entry.getValue()));
}
}
Output:
{number=0, category_name=laptops}
Map<String, String> newMap, should be Map<String, Long>, but i dont know how to dispose of those "number" and "category_name". Objecy CategoryModel have also method "getCategoryName" which return String. Can someone help me how can i iterate through values in list?

One way to do it would be using something like this:
Instead of
Map<String, String> newMap = new HashMap<>();
for (Map<CategoryModel, Long> featureService : list) {
for (Map.Entry<CategoryModel,Long> entry : featureService.entrySet()) {
newMap.put(String.valueOf(entry.getKey()), String.valueOf(entry.getValue()));
}
}
Use
Map<String, String> newMap = new HashMap<>();
for (Map<CategoryModel, Long> featureService : list) {
for (Map.Entry<CategoryModel,Long> entry : featureService.entrySet()) {
String rawKeyReturn = String.valueOf(entry.getKey());
String rawValueReturn = String.valueOf(entry.getValue());
newMap.put(
rawKeyReturn.substring(rawKeyReturn.indexOf("=")+1,rawKeyReturn.length()),
rawValueReturn.substring(rawValueReturn.indexOf("=")+1,rawValueReturn.length())
);
}
}
Apologies for the formatting, I am not sure how to fix the spacing in the code blocks.
This solution works by finding just creating a substring of the results of your calls to the valueOf() method and cutting off the label (everything up to and including the first = sign).
There may be more elegant ways to do this, but I'm not sure how.

You need to flatten the entries of each map in the List.
And then group the data associated with each distinct CategoryModel and add up the values mapped to the same key.
Basically, this can be done using two nested loops (your attempt was close).
That how it can be implemented using Java 8 method Map.merge():
List<Map<CategoryModel,Long>> list = categoryRespository.findSalesByCategory();
Map<String, Long> result = new HashMap<>();
for (Map<CategoryModel, Long> categoryModelLongMap : list) {
for (Map.Entry<CategoryModel, Long> entry : categoryModelLongMap.entrySet()) {
result.merge(entry.getKey().getCategoryName(),
entry.getValue(),
Long::sum);
}
}
Alternatively, it can be done using Stream API.
groupingBy + summingLong
You can generate a stream over the list. Flatten the entries of each Map using flatMap() operation, and then apply collect().
Collector groupingBy() would group the entries having the same category, and the downstream collector summingLong() would aggregate the values associated with the same key.
List<Map<CategoryModel,Long>> list = categoryRespository.findSalesByCategory();
Map<String, Long> result = list.stream()
.flatMap(map -> map.entrySet().stream())
.collect(Collectors.groupingBy(
entry -> entry.getKey().getCategoryName(),
Collectors.summingLong(Map.Entry::getValue)
));
toMap
Similarly, you can use three-args version of Collector toMap():
List<Map<CategoryModel,Long>> list = categoryRespository.findSalesByCategory();
Map<String, Long> result = list.stream()
.flatMap(map -> map.entrySet().stream())
.collect(Collectors.toMap(
entry -> entry.getKey().getCategoryName(),
Map.Entry::getValue,
Long::sum
));

Related

How do I generate a Map of Map of List (Map<String, Map<Enum, List<String>>>) in java using streams

Given:
enum Food{
FRUITS, VEGGIES;
}
Map<String, List<String>> basketMap = new HashMap<>();
basketMap .put("bucket1", Arrays.asList("apple", "banana"));
basketMap .put("bucket2", Arrays.asList("orange", "kiwi"));
basketMap .put("bucket3", Arrays.asList("banana", "orange"));
Need to generate a Map of map of list(populte fruitBaskerMap)
Map<String, Map<Food, List<String>> fruitBasketMap = new HashMap<>();
Final output:
fruitBasketMap:
[
bucket1, [Food.FRUITS, {"apple", "banana"}],
bucket2, [Food.FRUITS, {"orange", "kiwi"}],
bucket3, [Food.FRUITS, {"banana", "orange"}]
]
I tried the below (but was not successful)
fruitBasketMap = basketMap.entrySet().stream().collect(
Collectors.toMap(Map.Entry::getKey,
Collectors.toMap(Food.FRUITS,
Collectors.toList(Map.Entry::getValue())
)
)
);
Can somebody let me know how do I do that?
This implementation seems to be working (using Java 9 Map.of):
Map<String, Map<Food, List<String>>> fruitBasketMap = basketMap.entrySet().stream()
.map(e -> Map.entry(e.getKey(), Map.of(Food.FRUITS, e.getValue())))
.collect(Collectors.toMap(Map.Entry::getKey, Map.Entry::getValue));
Output of the test:
{
bucket2={FRUITS=[orange, kiwi]},
bucket3={FRUITS=[banana, orange]},
bucket1={FRUITS=[apple, banana]}
}
This should do the trick in Java 8+ way:
fruitBasketMap =
basketMap.entrySet()
.stream()
.collect(groupingBy(Entry::getKey,
toMap(e -> Food.FRUITS, Entry::getValue)));
The collector above works in the following way:
Groups the elements by their keys, thus the keys remain the same as in the original map.
Collects the entries into a new map with
key: Food.FRUITS (constant for all entries)
value: the original value (list of strings)
This would work with Java 8
Map<String, Map<Food, List<String>>> collect = basketMap.entrySet().stream().collect(
Collectors.toMap(basketMapEntry -> basketMapEntry.getKey(),
basketMapEntry -> basketMapEntry.getValue().stream()
.collect(Collectors.groupingBy(
item -> type.get(item)
)
)
)
);
I am using the groupingBy collector to group the list of items based on the enum.
Assumption is that there would a Map to know the value of Food based on the entry. Something like:
Map<String, Food> type = new HashMap<>();
type.put("apple", Food.FRUITS);
type.put("banana", Food.FRUITS);
type.put("orange", Food.FRUITS);
type.put("kiwi", Food.FRUITS);
type.put("kiwi", Food.FRUITS);
type.put("potato", Food.VEGGIES);
type.put("carrot", Food.VEGGIES);
You can achieve this in Java-8 way itself. Try the below one. Since the inner map will always have single entry, you can use singletonMap
Map<String, Map<Food, List<String>>> result = basketMap.entrySet()
.stream()
.collect(Collectors.toMap(Map.Entry::getKey, entry -> Collections.singletonMap(Food.FRUITS, entry.getValue())));

Elegant and performant way to aggregate multiple Maps to a single one

I have a List of Maps. All Maps have the same Keys. Now I would like to aggregate all Maps of the List to one Map by just summing up the values for each key.
It feels like there should be a better way to do this.
// source
public List<Map<Integer, Long>> list_of_maps = new ArrayList<>();
// destination
private Map<Integer, Long> aggr_map = new HashMap<>();
for(Integer i : list_of_maps.iterator().next().keySet()){
long c = 0;
for(Map<Integer, Long> map : list_of_maps){
c += map.get(i).getCount();
}
aggr_map.put(i, c);
}
I run this aggregation very often, so the runtime is really important...
You may do it like so,
Map<Integer, Long> numToSumMap = list_of_maps.stream()
.flatMap(m -> m.entrySet().stream())
.collect(Collectors.groupingBy(Map.Entry::getKey,
Collectors.summingLong(Map.Entry::getValue)));

How to group nested maps

My current attempt:
Map<Integer, Map<String, Integer>> collect = shopping.entrySet()
.stream()
.collect(Collectors.toMap/*groupingBy? */(e -> e.getKey().getAge(),
e -> e.getValue().entrySet().stream().collect(Collectors.groupingBy(b -> b.getKey().getCategory(), Collectors.summingInt(Map.Entry::getValue)))));
shopping is basically a map: Map<Client, Map<Product,Integer>>,
The problem comes from the fact that the provided data contains multiple values by key - there are Clients with same ages, and the code works only for a single value by key.
How could I make this code work also for multiple keys?
I suppose it should be somehow changed to use collect collect(Collectors.groupingBy) ->
in the resulting map Map<Integer, Map<String, Integer>>:
The outer key (Integer) represents the client age.
The inner key (String) - represents product category
The inner maps value (Integer) - represents the number of products
which belong to a specific category.
My attempt using groupingBy:
Map<Integer, Map<String, Integer>> collect = shopping.entrySet()
.stream()
.collect(Collectors.groupingBy(/*...*/))
Simply I want to refactor that code into one using streams:
Map<Integer, Map<String, Integer>> counts = new HashMap<>();
for (Map.Entry<Client, Map<Product, Integer>> iData : shopping.entrySet()) {
int age = iData.getKey().getAge();
for (Map.Entry<Product, Integer> iEntry : iData.getValue().entrySet()) {
String productCategory = iEntry.getKey().getCategory();
counts.computeIfAbsent(age, (agekey) -> new HashMap<>()).compute(productCategory, (productkey, value) -> value == null ? 1 : value + 1);
}
}
A non-stream(forEach) way to convert your for loop could be :
Map<Integer, Map<String, Integer>> counts = new HashMap<>();
shopping.forEach((key, value1) -> value1.keySet().forEach(product ->
counts.computeIfAbsent(key.getAge(),
(ageKey) -> new HashMap<>())
.merge(product.getCategory(), 1, Integer::sum)));
This would be more appropriate via a groupingBy collector instead of toMap.
Map<Integer, Map<String, Integer>> result = shopping.entrySet()
.stream()
.collect(groupingBy(e -> e.getKey().getAge(),
flatMapping(e -> e.getValue().keySet().stream(),
groupingBy(Product::getCategory,
summingInt(e -> 1)))));
note this uses flatMapping which is only available in the standard library as of jdk9.

Java8 convert List of Map to List of string

I am using Java8 to achieve the below things,
Map<String, String> m0 = new HashMap<>();
m0.put("x", "123");
m0.put("y", "456");
m0.put("z", "789");
Map<String, String> m1 = new HashMap<>();
m1.put("x", "000");
m1.put("y", "111");
m1.put("z", "222");
List<Map<String, String>> l = new ArrayList<>(Arrays.asList(m0, m1));
List<String> desiredKeys = Lists.newArrayList("x");
List<Map<String, String>> transformed = l.stream().map(map -> map.entrySet().stream()
.filter(e -> desiredKeys.stream().anyMatch(k -> k.equals(e.getKey())))
.collect(Collectors.toMap(e -> e.getKey(), p -> p.getValue())))
.filter(m -> !m.isEmpty())
.collect(Collectors.toList());
System.err.println(l);
System.err.println(transformed);
List<String> values = new ArrayList<>();
for (Map<String,String> map : transformed) {
values.add(map.values().toString());
System.out.println("Values inside map::"+map.values());
}
System.out.println("values::"+values); //values::[[123], [000]]
Here, I would like to fetch only the x-values from the list. I have achieved it but it is not in a proper format.
Expected output:
values::[123, 000]
Actual output:
values::[[123], [000]]
I know how to fix the actual output. But is there any easy way to achieve this issue? Any help would be appreciable.
You do not need to iterate over the entire map to find an entry by its key. That's what Map.get is for. To flatten the list of list of values, use flatMap:
import static java.util.stream.Collectors.toList;
.....
List<String> values = l.stream()
.flatMap(x -> desiredKeys.stream()
.filter(x::containsKey)
.map(x::get)
).collect(toList());
On a side note, avoid using l (lower case L) as a variable name. It looks too much like the number 1.
I’m not sure Streams will help, here. It’s easier to just loop through the Maps:
Collection<String> values = new ArrayList<>();
for (Map<String, String> map : l) {
Map<String, String> copy = new HashMap<>(map);
copy.keySet().retainAll(desiredKeys);
values.addAll(copy.values());
}
Flat map over the stream of maps to get a single stream representing the map entries of all your input maps. From there, you can filter out each entry whose key is not contained in the desired keys. Finally, extract the equivalent value of each entry to collect them into a list.
final List<String> desiredValues = l.stream()
.map(Map::entrySet)
.flatMap(Collection::stream)
.filter(entry -> desiredKeys.contains(entry.getKey()))
.map(Map.Entry::getValue)
.collect(Collectors.toList());
EDIT
This assumes that if a map has the key "x" it must also has the key "y" so to fetch the corredponding value.
final List<String> desiredValues = l.stream()
.filter(map -> map.containsKey("x"))
.map(map -> map.get("y"))
.collect(Collectors.toList());

Create a map from a list of maps

I have a list of maps.
List<Map<Integer, String>>
The values in the list are, for example
<1, String1>
<2, String2>
<1, String3>
<2, String4>
As an end result, I want a Map>, like
<1, <String1, String3>>
<2, <String2, String4>>
How can I achieve this in Java.
CODE :
List<Map<Integer, String>> genericList = new ArrayList<Map<Integer,String>>();
for(TrackActivity activity : activityMajor){
Map<Integer, String> mapIdResponse = activity.getMapIdResponse();
genericList.add(mapIdResponse);
}
Now this genericList is the input and from this list, based on the same ids I want a
Map<Integer, List<String>> mapIdResponseList
Basically, to club the responses which are String based on the ids, grouping the responses with same id in a list and then creating a new map with that id as the key and the list as its value.
You can do it the following with Java 8:
private void init() {
List<Map<Integer, String>> mapList = new ArrayList<>();
Map<Integer, String> map1 = new HashMap<>();
map1.put(1, "String1");
mapList.add(map1);
Map<Integer, String> map2 = new HashMap<>();
map2.put(2, "String2");
mapList.add(map2);
Map<Integer, String> map3 = new HashMap<>();
map3.put(1, "String3");
mapList.add(map3);
Map<Integer, String> map4 = new HashMap<>();
map4.put(2, "String4");
mapList.add(map4);
Map<Integer, List<String>> response = mapList.stream()
.flatMap(map -> map.entrySet().stream())
.collect(
Collectors.groupingBy(
Map.Entry::getKey,
Collectors.mapping(
Map.Entry::getValue,
Collectors.toList()
)
)
);
response.forEach((i, l) -> {
System.out.println("Integer: " + i + " / List: " + l);
});
}
This will print:
Integer: 1 / List: [String1, String3]
Integer: 2 / List: [String2, String4]
Explanation (heavily warranted), I am afraid I cannot explain every single detail, you need to understand the basics of the Stream and Collectors API introduced in Java 8 first:
Obtain a Stream<Map<Integer, String>> from the mapList.
Apply the flatMap operator, which roughly maps a stream into an already existing stream.
Here: I convert all Map<Integer, String> to Stream<Map.Entry<Integer, String>> and add them to the existing stream, thus now it is also of type Stream<Map.Entry<Integer, String>>.
I intend to collect the Stream<Map.Entry<Integer, String>> into a Map<Integer, List<String>>.
For this I will use a Collectors.groupingBy, which produces a Map<K, List<V>> based on a grouping function, a Function that maps the Map.Entry<Integer, String> to an Integer in this case.
For this I use a method reference, which exactly does what I want, namely Map.Entry::getKey, it operates on a Map.Entry and returns an Integer.
At this point I would have had a Map<Integer, List<Map.Entry<Integer, String>>> if I had not done any extra processing.
To ensure that I get the correct signature, I must add a downstream to the Collectors.groupingBy, which has to provide a collector.
For this downstream I use a collector that maps my Map.Entry entries to their String values via the reference Map.Entry::getValue.
I also need to specify how they are being collected, which is just a Collectors.toList() here, as I want to add them to a list.
And this is how we get a Map<Integer, List,String>>.
Have a look at guavas MultiMap. Should be exactly what you are looking for:
http://code.google.com/p/guava-libraries/wiki/NewCollectionTypesExplained#Multimap

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