Java Online Assessment Questions &amp; Answers

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Comparable defines a class's natural ordering through compareTo() inside the class, such as String sorted alphabetically. Comparator is a separate object with compare(), so you can define many orderings without changing the class. Java 8 made Comparator easy: Comparator.comparing(Employee::getSalary).reversed().thenComparing(Employee::getName). TreeMap and sort methods accept either.

What does the var keyword do and where can it not be used?

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var, added in Java 10, lets the compiler infer the type of a local variable from its initializer, for example var list = new ArrayList<String>(). Java stays statically typed. var cannot be used for fields, method parameters or return types, and it needs an initializer that is not null. Use it when the type is obvious to keep code readable.

What are text blocks in Java?

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Text blocks, final in Java 15, are multi-line string literals written between triple double quotes. They keep line breaks, remove common leading indentation and need far fewer escape characters, which makes embedded JSON, SQL and HTML readable. Methods like formatted() can insert values. They are still normal String objects in the pool.

What is the String constant pool?

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The string pool is a special area in the heap where string literals are stored once and reused. String a = "hi" and String b = "hi" point to the same object. new String("hi") creates a separate heap object, and intern() returns the pooled copy. Pooling saves memory because many strings in apps repeat, such as status codes and keys.

Implement an LRU cache using LinkedHashMap.

Collections FrameworkMedium

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Access order plus removeEldestEntry gives LRU in a few lines. class LruCache<K, V> extends LinkedHashMap<K, V> { private final int capacity; LruCache(int capacity) { super(16, 0.75f, true); this.capacity = capacity; } @Override protected boolean removeEldestEntry(Map.Entry<K, V> e) { return size() > capacity; } } get and put are O(1).

Find the second highest salary from a list of employees using streams.

Java 8+ Features and StreamsEasy

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Sort distinct salaries in descending order and skip one. Optional<Integer> second = employees.stream() .map(Employee::salary) .distinct() .sorted(Comparator.reverseOrder()) .skip(1) .findFirst(); This returns empty if fewer than two distinct salaries exist. For huge data a single pass tracking top two is O(n).

Your application hangs and CPU is near zero. How do you find out why?

Multithreading and ConcurrencyHard

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Low CPU with a hang suggests threads are blocked, often a deadlock or waiting on a slow resource. Take several thread dumps with jcmd pid Thread.print. The JVM reports detected deadlocks at the end of the dump. Otherwise look for many threads BLOCKED on the same lock or WAITING on a connection pool or socket read, then fix lock order, add timeouts or increase the pool.

What is the difference between checked and unchecked exceptions?

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Checked exceptions extend Exception (but not RuntimeException) and must be caught or declared with throws, for example IOException and SQLException. Unchecked exceptions extend RuntimeException, such as NullPointerException and IllegalArgumentException, and need no declaration. Use checked exceptions for recoverable conditions callers must handle and unchecked ones for programming errors. Errors like OutOfMemoryError should not be caught.

Write code to check if two strings are anagrams.

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Count characters with an array for lowercase letters. public static boolean isAnagram(String a, String b) { if (a.length() != b.length()) return false; int[] count = new int[26]; for (int i = 0; i < a.length(); i++) { count[a.charAt(i) - 'a']++; count[b.charAt(i) - 'a']--; } for (int c : count) if (c != 0) return false; return true; } O(n) time; use a HashMap for Unicode input.

A log file shows a NullPointerException only for some users. How do you debug it?

Strings and Exception HandlingMedium

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Start with the stack trace; since Java 14 helpful NPE messages name exactly which variable was null. Reproduce with the failing user's data, which often has an optional field missing. Fix the root cause by validating input at the boundary, using Optional for values that may be absent and annotating with @NonNull. Add a unit test for that data case so it does not return.

Can you override a static or private method in Java?

OOP in JavaEasy

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No. Private methods are not visible to subclasses, so a method with the same name in a child is a new method. Static methods belong to the class; a static method with the same signature in a child hides the parent one, and which one runs depends on the reference type, not the object. The @Override annotation on such methods gives a compile error.

What is garbage collection and how does the JVM decide an object is garbage?

Java Basics and JVMMedium

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Garbage collection automatically frees memory used by objects that are no longer reachable. The JVM starts from GC roots such as local variables on thread stacks, static fields and active threads, and marks every object reachable from them. Anything not marked is garbage. Because reachability is used rather than reference counting, circular references between unreachable objects are still collected.

Explain the hierarchy of the Java Collections Framework.

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The root interface is Iterable, then Collection, which has List (ordered, allows duplicates: ArrayList, LinkedList), Set (unique: HashSet, LinkedHashSet, TreeSet) and Queue/Deque (PriorityQueue, ArrayDeque). Map is separate and stores key-value pairs: HashMap, LinkedHashMap, TreeMap and ConcurrentHashMap. Java 21 added SequencedCollection and SequencedMap with getFirst() and getLast().

Write a stream to partition numbers into even and odd lists.

Java 8+ Features and StreamsEasy

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partitioningBy splits into a map with true and false keys. Map<Boolean, List<Integer>> parts = nums.stream() .collect(Collectors.partitioningBy(n -> n % 2 == 0)); List<Integer> evens = parts.get(true); List<Integer> odds = parts.get(false); Both keys are always present, even if one list is empty, unlike groupingBy.

What is Spring Boot and how is it different from the Spring Framework?

Spring Boot and MicroservicesEasy

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Spring Framework provides dependency injection, MVC, transactions and data access but needs manual configuration. Spring Boot builds on it with auto-configuration, starter dependencies, an embedded server such as Tomcat and production features through Actuator, so you can run a service with java -jar. Spring Boot 3 requires Java 17 or later and uses Jakarta EE packages instead of javax.

A team member chains Optional.get() everywhere and gets NoSuchElementException. What do you suggest?

Java 8+ Features and StreamsEasy

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get() on an empty Optional throws, so it brings back the same problem Optional was meant to solve. Suggest orElseThrow with a clear domain exception, orElse or orElseGet for defaults, and map or flatMap to chain safe transformations. Static analysis can flag get() without isPresent. Since Java 10 orElseThrow() without arguments is the clear name for the unchecked version.

Write a record with validation in its compact constructor.

OOP in JavaMedium

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A compact constructor runs before fields are assigned. public record Money(String currency, long paise) { public Money { Objects.requireNonNull(currency); if (paise < 0) { throw new IllegalArgumentException("negative amount"); } } public Money add(Money o) { return new Money(currency, paise + o.paise); } } Storing money in paise as long avoids floating point errors.

Implement the Builder pattern for a User class with many optional fields.

OOP in JavaMedium

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A builder avoids long constructors. public class User { private final String name; private final int age; private User(Builder b) { name = b.name; age = b.age; } public static class Builder { private String name; private int age; public Builder name(String n) { name = n; return this; } public Builder age(int a) { age = a; return this; } public User build() { return new User(this); } } } Usage: new User.Builder().name("Asha").age(25).build(). Lombok @Builder generates this.

What is the difference between JDK, JRE and JVM?

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The JVM runs bytecode and handles memory, garbage collection and JIT compilation. The JRE used to be the JVM plus core libraries needed to run programs. The JDK adds development tools such as javac, jar, javadoc and jshell. Since Java 11, vendors ship only the JDK, and jlink can build a slim custom runtime for deployment.

What is a ClassLoader and what is the delegation model?

Java Basics and JVMMedium

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A ClassLoader loads .class files into the JVM. The main loaders are Bootstrap (core classes), Platform (formerly Extension) and Application (classpath). In the parent delegation model a loader first asks its parent to load a class and only loads it itself if the parent cannot. This prevents user code from replacing core classes like java.lang.String.

What is the difference between JPA, Hibernate and Spring Data JPA?

JDBC, Hibernate and JPAEasy

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JPA, now Jakarta Persistence, is a specification of interfaces and annotations for object relational mapping. Hibernate is the most popular implementation of that specification and adds its own features. Spring Data JPA sits on top and generates repository implementations from interfaces and method names like findByEmail, reducing boilerplate. Your code uses JPA annotations, Hibernate does the work and Spring Data simplifies access.

Write a JDBC batch insert for a list of products.

JDBC, Hibernate and JPAMedium

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Batching sends many rows in one round trip. String sql = "INSERT INTO product(name, price) VALUES (?, ?)"; try (Connection c = ds.getConnection(); PreparedStatement ps = c.prepareStatement(sql)) { c.setAutoCommit(false); int n = 0; for (Product p : products) { ps.setString(1, p.name()); ps.setLong(2, p.price()); ps.addBatch(); if (++n % 500 == 0) ps.executeBatch(); } ps.executeBatch(); c.commit(); }

A getter returns an internal List and callers modify it, causing bugs. How do you fix this?

OOP in JavaMedium

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This breaks encapsulation. Return an unmodifiable view with Collections.unmodifiableList(list) or a copy with List.copyOf(list), so callers cannot change internal state. Also copy the list passed into the constructor or setter. If the class should be fully immutable, store List.copyOf in a final field. Expose specific methods like addItem() when controlled changes are needed.

Exceptions are being swallowed with empty catch blocks in your codebase. How would you fix this?

Strings and Exception HandlingMedium

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Empty catches hide failures and make production issues invisible. I would find them with static analysis like SonarQube, then decide per case: handle the error properly, rethrow wrapped with context, or at least log with the stack trace. I would add a global exception handler for APIs and a team rule in code review and lint config to block new empty catch blocks.

Why is Java called platform independent?

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javac compiles source code into bytecode, not native machine code. Any machine with a compatible JVM can run that same .class file, so the code is written once and run anywhere. The JVM itself is platform specific; there are separate JVM builds for Windows, Linux and macOS, but the bytecode they run is identical.

What is Spring Boot Actuator used for?

Spring Boot and MicroservicesMedium

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Actuator adds production endpoints such as /actuator/health for liveness and readiness probes, /actuator/metrics and /actuator/prometheus for Micrometer metrics, plus info, loggers and thread dumps. Expose only what you need with management.endpoints.web.exposure.include and secure sensitive endpoints with Spring Security. Kubernetes uses the health groups to decide restarts and traffic routing.

Why are String objects immutable in Java?

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Strings are immutable so they can be safely shared from the string pool, used as HashMap keys with a cached hash code, passed between threads without locking and trusted in security checks such as file paths and class names. Any change, like concat or replace, creates a new String. For heavy modification use StringBuilder, which changes its internal buffer in place.

Remove duplicates from a list while keeping the original order.

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A LinkedHashSet keeps first-seen order. List<String> unique = new ArrayList<>(new LinkedHashSet<>(names)); // or with streams List<String> unique2 = names.stream() .distinct() .toList(); Both rely on equals() and hashCode(), and both run in O(n) on average.

What is the difference between ArrayList and LinkedList?

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ArrayList is backed by a resizable array, so get(i) is O(1) and appends are amortised O(1), but inserting in the middle shifts elements. LinkedList is a doubly linked list with O(n) random access but O(1) add or remove at the ends or through an iterator. In practice ArrayList is faster for almost all cases because of better CPU cache use; use ArrayDeque for queues.

How does Spring Boot auto-configuration work?

Spring Boot and MicroservicesMedium

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At startup Spring Boot reads auto-configuration classes listed in META-INF/spring/org.springframework.boot.autoconfigure.AutoConfiguration.imports. Each class uses conditions like @ConditionalOnClass, @ConditionalOnMissingBean and @ConditionalOnProperty, so it creates beans only when the library is on the classpath and you have not defined your own. Run with --debug to see the condition report showing what was applied and why.

What is the contract between equals() and hashCode()?

OOP in JavaMedium

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If two objects are equal by equals(), they must return the same hashCode(). Unequal objects may share a hash code, but fewer collisions give better performance. If you override equals() but not hashCode(), HashMap and HashSet break: an equal key lands in a different bucket and cannot be found. Use the same fields in both methods, or use records, which generate both.

Compare String, StringBuilder and StringBuffer.

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String is immutable and thread safe by design. StringBuilder is mutable and not synchronized, so it is the fastest choice for building strings in a single thread, such as in loops. StringBuffer is mutable and synchronized, so it is thread safe but slower, and is rarely needed today. The compiler already optimises simple + concatenation outside loops.

You have to process tasks in order of priority. Which collection do you use?

Collections FrameworkMedium

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Use PriorityQueue, a binary heap where poll() always returns the smallest element by natural order or by a Comparator, such as Comparator.comparingInt(Task::priority). Insert and poll are O(log n) and peek is O(1). For multiple threads use PriorityBlockingQueue. Iterating a PriorityQueue does not give sorted order; only repeated poll() does.

What is the difference between method overloading and method overriding?

OOP in JavaEasy

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Overloading means several methods in the same class share a name but differ in parameter list; it is resolved at compile time. Overriding means a subclass provides its own version of a parent method with the same signature; it is resolved at runtime through dynamic dispatch. Return type alone cannot overload a method, while overriding allows a covariant return type.

Group a list of orders by city and sum the amount per city.

Collections FrameworkMedium

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Use groupingBy with a summing collector. Map<String, Double> totals = orders.stream() .collect(Collectors.groupingBy( Order::city, TreeMap::new, Collectors.summingDouble(Order::amount))); TreeMap keeps cities sorted. For money, store amounts as long paise or BigDecimal and use Collectors.reducing with BigDecimal::add.

Why is the main method public static void?

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It is public so the JVM can call it from outside the class, static so it can run without creating an object, and void because it returns nothing to the JVM; exit codes are set with System.exit(). The String[] args parameter receives command line arguments. From Java 21 onward, preview features allow simpler instance main methods for learning.

Count the frequency of each character in a string using Java.