List of 10 Taxpayers who spent the most - java

I need to return a List, or a Collection in general, that gives me the 10 taxpayers who spent the most in the entire system. The classes are divided in User, Taxpayer (which extends User) and Expense, and in my main class Main I have a Map holding every single value for Users and Expenses, respectively a Map<String, User> users and a Map<String, Expense> expenses.
The first step would be to go through the Map of users and check if it's a Taxpayer , then for that Taxpayer get all the Expenses he has done. Inside each expense there's a variable called Value with a getValue method to return the Value.
I've tried to do it but I was having a problem in updating the Collection if the next Taxpayer had a higher sum on Expense values than the one on the "end" of the Collection.
Also, I would prefer if this wasn't done in Java 8 since I'm not very comfortable with it and there's more conditions that I would need to set in the middle of the method.
Edit (what I have until now):
public List<Taxpayer> getTenTaxpayers(){
List<taxpayer> list = new ArrayList<Taxpayer>();
for(User u: this.users.values()){
if(!u.getUserType()){ // if it is a Taxpayer
Taxpayer t = (Taxpayer) u;
double sum = 0;
for(Expense e: this.expenses.values()){
if(t.getNIF().equals(e.getNIFClient())){ //NIF is the code that corresponds to the Taxpayer. If the expense belongs to this Taxpayer, enters the if statement.
sum += e.getValue();
if(list.size()<10){
list.add(t.clone());
}
}
}
}
}
}

So if I understand correctly, when you already have 10 Taxpayers in your list, you are struggling on how to then add another taxpayer to the list to maintain a only to top 10 "spenders"
One way to approach this is to gather the expenses of all your Taxpayers and add them all to your list. Then sort the list in reverse order by the amount they have spent. Then just get the first 10 entries from the list.
You could do this using the Collections.sort() method defining your own custom Comparator
Something like:
List<Taxpayer> taxpayers =...
Collections.sort(taxpayers, new Comparator<Taxpayer>()
{
#Override
public int compare(Taxpayer o1, Taxpayer o2)
{
return o1.sum - o2.sum; // using your correct total spent here
// or to just sort in reverse order
// return o2.sum - o1.sum;
}
});
Or if Taxpayer implements Comparable you can just use
Collections.sort(taxpayers)
Then reverse
Collections.reverse(taxpayers)
Then get top 10
List<Taxpayer> top10 = taxpayers.subList(0, 10);
To be more efficient though you could just define the comparator to sort the list in reverse order - then you don't need to reverse the list - just get the top 10.

Related

Have to display the number of times an element has been added in my map JAVA

I've created a TreeMap with products.
And I want to count the number of times they repeat themselves, but have no clue what to code. Any hints? (I expect no code, just suggestions)
private static Map<Integer, String> shoppingCart() {
Map<Integer, String> result = new TreeMap<>();
result.put(1, "sausage");
result.put(2, "sausage");
result.put(3, "soup");
result.put(4, "egg");
result.put(5, "egg");
result.put(6, "tomato");
result.put(7, "sausage");
return result;
}
I was thinking about adding a counting variable, but still it doesn't fix the repeating problem.
Maybe not the best approach, but without modifying what you already have, you could use another map to store the products as keys and the quantity as the value for those keys:
Map<Integer, String> result = shoppingCart();
Map<String, Integer> productQuantities = new HashMap<>();
result.values().forEach(value ->
productQuantities.put(value,productQuantities.getOrDefault(value, 0) + 1));
To print the resulting map:
productQuantities.forEach((key, value) -> System.out.println(key + ":" + value));
I created a TreeMap with products, and i want to count the number of times they repeat themselves
Probably a different type of Map with keys representing items and values representing the corresponding count would be more handy. Something like:
NavigableMap<String, Integer> countByItem
Note: in order to access methods of the TreeMap like ceilingKey(), floorKey(), higherEntry(), lowerEntry(), etc. which are not defined in the Map interface you need to use NavigableMap as a type.
And it might make sense to make the item to be a custom object, instead of being a String. That would guard you from making typo, and it provides a possibility to gives useful behavior to Item
public class Item {
private int id;
private String name;
// constructor, getters, equals/hashCode, ect.
}
That's how map of items can be updated using Java 8 method merge(), which expects a key, a value and a function responsible for merging the old value and the new one:
NavigableMap<Item, Integer> countByItem = new TreeMap<>(Comparator.comparingInt(Item::getId));
countByItem.merge(new Item(1, "sausage"),1, Integer::sum);
countByItem.merge(new Item(1, "sausage"),1, Integer::sum);
countByItem.merge(new Item(2, "soup"),1, Integer::sum);
If you don't feel very comfortable with Java 8 functions, instead of merge() you can use combination of methods put() & getOrDefault():
Item sausage = new Item(1, "sausage");
countByItem.put(sausage, countByItem.getOrDefault(sausage, 0) + 1);
I can only guess at your goal. In your Map <Integer, String>, what does the Integer represent? Product number? Quantity? Sequence number? Something else?
If the Integer represents quantity, you have it backwards. It should be Map <String, Integer>. In a Map<X,Y>, the X represents the key. A Map allows fast lookup by the key. The Y is the value -- the information you want to find for a particular key, if the key is in the Map.
For example, if you want to add "sausage", you want to check if it is in the Map. If it isn't, put it into the Map with quantity 1. If it is, retrieve it and update the quantity.
If the Integer represents a sequence number (1st item, 2nd item, 3rd item, ...), you don't need a Map. Consider using an array or a data structure that preserves order, such as a List.
However, using an array or List still leaves you with the problem of how find how many of each item are in the list, when duplicates are allowed, as they are in your problem. To solve that, consider a Map<String, Integer> where the Integer (map value) is the quantity, and the String (map key) is the product name.
If I were doing this, I'd create classes to allow me to glue together related information. Here is part of a hypothetical example, which might be more realistic than you need:
public class Product {
private int upc; // product code, often represented with bar code
private Decimal price;
private String description;
private String shortDescription;
private ProductClass prodClass; // department, taxable, etc.
// etc. -- add needed fields, or remove irrelevant
// constructors, getters, setters,
Override .equals and .hashcode in Product. You use the UPC for those.
If you use implements Comparable<Product>, you have the possibility of using binary search, or a search tree.
public class Receipt {
private Decimal total;
private Decimal taxableTotal;
private Map <Product,Integer> shoppingCart; // Product, Quantity
// etc.
When each item is scanned, you can lookup the Product in the Map, and add it if not found, or update the quantity if found, as in the previous answers.

Get the same element values on multiple arrays

Ive been searching SO about this question and most only have the problem with two arrays comparing by have a nested loop. My problem is quite the same but on a bigger scale. Suppose I have a 100 or thousand user on my app, and each user has the list of item it wants.
Something like this
User1 = {apple,orange,guava,melon,durian}
User2 = {apple, melon,banana,lemon,mango}
User3 = {orange,carrots,guava,melon,tomato}
User4 = {mango,carrots,tomato,apple,durian}
.
.
Nuser = ...
I wanted to see how many apples or oranges was listed from all the users array. So I am basically comparing but on a bigger scale. The data isn't static as well, A user can input an unknown fruit from the developers knowledge but on the users knowledge they can put it there so there can be multiple users that can put this unknown fruit and yet the system can still figure out how many is this unknown item was listed. Keep in mind this is a dynamic one. User can reach for example a 100 users depending how popular an app would be. I can't afford to do nested loop here.
PS this is not the exact problem but it is the simplest scenario I can think of to explain my problem.
PS: just to clarify, I dont intend to use 3rd party lib as well like guava. I am having a problem on proguard with it.
Edit
Just read that Original poster cannot use Java 8, which is a pity, because this would realy make it very easy!
Java 7 solution
final Map<String, Integer> occurencesByFruit = new HashMap<>();
for (User user : users) {
String[] fruits = user.getFruits();
for (String fruit : fruits) {
final Integer currentCount = occurencesByFruit.get(fruit);
if (currentCount == null) {
occurencesByFruit.put(fruit, 1);
} else {
occurencesByFruit.put(fruit, currentCount + 1);
}
}
}
Java 8 solution
I'd stream the users, flatMap() to the actual fruit elements, and then use Collectors.groupingBy() with a downstream collector Collectors.counting().
This will give you a Map where the keys are the fruits, and the values are the occurrences of each fruit throughout all your users.
List<User> users = Arrays.asList(/* ... */);
final Map<String, Long> occurencesByFruit = users.stream()
.map(User::getFruits)
.flatMap(Arrays::stream)
.collect(Collectors.groupingBy(f -> f, Collectors.counting()));
Seems it is a good possibility to use HashMap<Item, Integer> fruits. You could iterate over all Users (you would need to store all Users in some kind of list, such as ArrayList<User> users) and check the list of items chosen by each User (I suppose User should have a field ArrayList<Item> items in its body to store items). You could achieve it with something like that:
for (User user : users) { // for each User from users list
for (Item item : user.items) { // check each item chosen by this user
if (fruits.containsKey(item) { // if the fruit is already present in the items HashMap increment the amount of items
int previousNumberOfItems = fruits.get(item);
fruits.put(item, ++previousNumberOfItems);
else { // otherwise put the first occurrency of this item
fruits.put(item, 1);
}
}
}
I would either create an ArrayList containing a HashMap with strings and ints or use two ArrayLists (one of type String and one of type Integer). Then you can iterate over every entry in each of the user arrays (this is only a simple nested loop). For every entry in the current user array you check if there is already the same entry in the ArrayList you created additionally. If so, you increment the respective int. If not, you add a string and an int. In the end, you have the number of occurrences of all the fruit strings in the added ArrayLists, which is, if I understood you correctly, just what you wanted.

java: Collect and combine data in a list

In my program I have a List of Plants, each plant has a measurement (String), day (int), camera (int), and replicate number(int). I obtain a List of all plants wanted by using filters:
List<Plant> selectPlants = allPlants.stream().filter(plant -> passesFilters(plant, filters)).collect(Collectors.toList());
What I would like to do now is take all Plants that have the same camera, measurement, and replicate values. And combine them in order of day. So if I have days 1,2,3,5 I would want to find all similar plants and append the values to one plant where the getValues (function).
I added a method to Plant that appends values by just using addAll( new plant values ).
Is there any way of doing this without iterating through the list over and over to find the similar plants, and then sorting each time by day then appending? I'm sorry for the horrible wording of this question.
While Vakh’s answer is correct, it is unnecessarily complex.
Often, the work of implementing your own key class does not pay off. You can use a List as a key which implies a slight overhead due to boxing primitive values but given the fact that we do operations like hashing here, it will be negligible.
And sorting doesn’t have to be done by using a for loop and, even worse, an anonymous inner class for the Comparator. Why do we have streams and lambdas? You can implement the Comparator using a lambda like (p1,p2) -> p1.getDay()-p2.getDay() or, even better, Comparator.comparing(Plant::getDay).
Further, you can do the entire operation in one step. The sort step will create an ordered stream and the collector will maintain the encounter order, so you can use one stream to sort and group:
Map<List<?>, List<Plant>> groupedPlants = allPlants.stream()
.filter(plant -> passesFilters(plant, filters))
.sorted(Comparator.comparing(Plant::getDay))
.collect(Collectors.groupingBy(p ->
Arrays.asList(p.getMeasurement(), p.getCamera(), p.getReplicateNumber())));
That’s all.
Using Collectors.groupBy:
private static class PlantKey {
private String measurement;
private int camera;
private int replicateNumber;
// + constructor, getters, setters and haschode equals
}
Map<PlantKey, List<Plant>> groupedPlants =
allPlants.stream().filter(plant -> passesFilters(plant, filters))
.collect(Collectors.groupBy(p ->
new PlantKey(p.getMeasurement(),
p.getCamera(),
p.getReplicateNumber())));
// order the list
for(List values : groupedPlants.values()) {
Collections.sort(values, new Comparator<Plant>(){
#Override
public int compare(Plant p1, Plant p2) {
return p1.getDay() - p2.getDay();
}
});
}
I would group them by the common characteristics and compare similar results.
for(List<Plant> plantGroup : allPlants.stream().collect(Collectors.groupingBy(
p -> p.camera+'/'+p.measurement+'/'+p.replicate)).values()) {
// compare the plants in the same group
}
There is a function called sorted which operates on a stream
selectPlants.stream().sorted(Comparator.comparingInt(i -> i.day)).collect(Collectors.toList());

Manipulating data in java List<Object> in a structured way

I have the following class :
class Students{
int age;
int dept;
}
Lets say i have a List<Students> and I want to manipulate the list by doing simple calculations like : calculate the mean, calculate the middle value (e.g. (age+debt)/2), find the closest value to the mean and so on. How can I do this in a structured way?. I want to be in a position where I can use different combinations on the list. e.g. calculate mean of age // calculate mean of the middle value from age/debt, find the closest value of the age etc.
How should i approach this?. Would appreciate it if someone could point me in the right direction.
Apache Math has a nice Descriptive Statistics package that does this sought of thing.
http://commons.apache.org/proper/commons-math/userguide/stat.html#a1.2_Descriptive_statistics
If you're using Java 8 this works well with Lambdas:
DescriptiveStatistics stats = new DescriptiveStatistics();
students.forEach(s -> stats.add(s.age));
double mean = stats.getMean();
And to filter etc:
//Only students with an age > 18
students.stream.filter(s -> s.age > 18).forEach(s -> stats.add(s.age));
If you're not using Java 8 then simply foreach it.
You can create a separate class (StudentCalculator) that will require a List of Students (perhaps pass the List in the constructor) and have the instance methods perform calculations on the List.
Or you can create a utility (e.g. StudentCalculatorUtility) where you would define a series of methods that would accept a List of Students as a parameter, that would perform all the calculations you would need on the students(middle value,closest to mean, etc.)
There is a concept where you step through a list and perform an operation on each item in turn which may or may not change the item.
In this case, you want a method that takes an item from the list does some stuff and returns a running total.
int sumItems(Student stu, int sum){
return (stu.age + stu.debt)/2;
}
To use this method, either use either a forEach or an iterator.
Iterator itr = Students.iterator(); // assuming List<Student> Students = new List<Student>()
int sum = 0;
while(itr.hasnext()){
sum = sumItems(itr.next(), sum)
}
Now do something with your sum.

Create a sorted by value Map before putting any data in it

I know answer to this question has been provided in many variants but I couldn't find it for my specific query.
I want to have a map which is sorted by values and I need to get it created before I put data into it. I came up with below code to create it
private Map<String, Integer> mapUserScore = new ConcurrentSkipListMap<>(new Comparator<String>() {
#Override
public int compare(String o1, String o2) {
int i1=mapUserScore.get(o2);
int i2=mapUserScore.get(o1);
if(mapUserScore.get(o2)!=null && mapUserScore.get(o1)!=null){
int compare = mapUserScore.get(o2)-(mapUserScore.get(o1));
if(compare==0)compare=-1;
return compare;
}else
return 0;
}
});
So basically I want entries in map sorted by integer values in descending order so that highest scorers are on top.
However upon doing this when the first key-value pair is inserted, the program exits with below exception
Exception in thread "Thread-0" java.lang.StackOverflowError
at java.util.concurrent.ConcurrentSkipListMap.comparable(ConcurrentSkipListMap.java:658)
at java.util.concurrent.ConcurrentSkipListMap.doGet(ConcurrentSkipListMap.java:821)
at java.util.concurrent.ConcurrentSkipListMap.get(ConcurrentSkipListMap.java:1626)
Upon tracing, I found that line int i1=mapUserScore.get(o2) results in this exception.
Can anyone please help me to understand what could be the reason of stackoverflow here?
I am thinking that because before any item is stored in the map, code is trying to obtain it by using get() method to sort it and hence it goes into some recursive calls and results in exception.
If I understand correctly, you would like to be able to get the score associated to a name quickly (hence the need for a Map), and you would like to be able to iterate through tyhe name-score pairs with the highest scores first.
I would just use a HashMap<String, NameScore> (where the key is the name and the value is the name-score pair). This would give you O(1) lookups. And when you need to name-score pairs sorted by score, create a new ArrayList<NameScore> from the values() of the map, sort it, and return it.
The get() method uses the comparator to find the value. You can't use get in the comparator or your will get a stack over flow.
A simple work around is to include the score in the key and sort on that instead.
class NameScore implement Comparable<NameScore> {
String name;
int score;
}
BTW: When the comparator return 0 this means it is duplicate which is dropped. Unless you want only one name per score, you need to compare on the score AND the name.

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