Object-Oriented Programming
Class design, inheritance vs composition, encapsulation, polymorphism, and SOLID principles applied to course-graded refactors.
Object-Oriented Language
JUnit-passing solutions for object-oriented design, multithreading, and Spring Boot assignments, with Big-O annotations on every method. The single biggest grading deduction in a data structures assignment is the ConcurrentModificationException thrown after a mid-traversal HashMap put, the exact failure mode our tutors annotate inline with the List.copyOf fix. Verified CS graduates with JVM internals depth, from $20 per task, 12-hour average turnaround.
Why Java
JUnit-passing solutions for object-oriented design, multithreading, and Spring Boot assignments, with Big-O annotations on every method. The single biggest grading deduction in a data structures assignment is the ConcurrentModificationException thrown after a mid-traversal HashMap put, the exact failure mode our tutors annotate inline with the List.copyOf fix. Verified CS graduates with JVM internals depth, from $20 per task, 12-hour average turnaround.
Topics covered
Class design, inheritance vs composition, encapsulation, polymorphism, and SOLID principles applied to course-graded refactors.
Arrays, linked lists, stacks, queues, trees, heaps, hash tables, and graphs with Big-O annotations on every operation.
Locks, semaphores, condition variables, and lock-free patterns. We trace race conditions through the happens-before relation.
REST controllers, JPA repositories, dependency injection, and JUnit integration tests for full-stack Java coursework.
Test-first design with JUnit 5 fixtures, parameterized tests, and Mockito for mocking external dependencies.
Implementation patterns, named pitfalls, and the autograder cases that catch them in Java coursework.
Full overview
Java is the teaching language for the introductory programming and data structures sequence across most computer science programs. An introductory programming course leans on ArrayList, HashMap, and the equals/hashCode contract while students learn objects, inheritance, and polymorphism. A data structures course grades linked lists, binary search trees, AVL rotations, priority queues backed by a binary heap, and graph traversal with an adjacency-list PriorityQueue across 6 to 8 problem sets.
A software design course moves to Spring Boot microservices, JPA persistence with Hibernate, and JUnit Mockito test coverage above 80%. A concurrent programming course introduces ExecutorService, ReentrantLock, the happens-before relation, and the java.util.concurrent package against deadlock-prone problem sets where the autograder runs each test 100 times to surface intermittent races. Our Java tutors deliver code that compiles with Google Java Style Guide formatting, passes the grading harness on the first submission, and ships with UML class diagrams for any design exceeding 200 lines.
The assessment split runs roughly 70-30 between implementation projects graded against held-out JUnit suites and written exams that test design pattern application and concurrency invariants. Both halves reward one skill: reasoning about object collaboration one level of abstraction above the code. The CSHH bench for Java pairs verified CS graduates with JVM internals depth (class loading, JIT, G1GC tuning) and algorithmic Java specialists who annotate Big-O on every method.
Where Students Get Stuck
The classic Java contract violation: keys that match by equals() land in different HashMap buckets because hashCode() returns different values. We refactor with Objects.hash() or AutoValue and add unit tests that exercise the contract.
Iterating an ArrayList or HashMap while mutating it throws CME at runtime. The fix is List.copyOf() for read-mutation patterns, or explicit Iterator.remove() for delete-during-iteration.
Programs pass single-threaded tests yet fail under the thread interleavings the autograder runs 100 times. We trace the lock-acquisition order, refactor with java.util.concurrent.locks.ReentrantLock, and add lock ordering invariants.
List<Integer> and List<String> are the same Class<?> at runtime. Reflection and instanceof against parameterized types compile but fail. We replace with bounded wildcards or use Class<T> tokens for type-safe deserialization.
Storing per-request state in a static HashMap grows memory unbounded. We refactor with explicit scope (request, session, or singleton via DI) and add JVM heap dumps showing the leak source before and after the fix.
Undergraduate code often wraps a DatabaseConnection in a Singleton that breaks test isolation. We refactor to constructor injection with a Spring JdbcTemplate or a plain factory, shrinking the class by 8 lines and unblocking unit tests.
How we work
Step 1: read the assignment rubric twice and identify the grading harness (JUnit 5, plain main-method assertions, or the course autograder). Step 2: sketch the class diagram before writing code, with arrows for inheritance, composition, and dependency injection. Step 3: write the public API first with JavaDoc on every method stating time complexity, space complexity, and the invariant it preserves.
Step 4: implement in Google Java Style Guide formatting (4-space indent, 100-char lines, K&R braces). Step 5: write JUnit 5 cases for empty input, single element, capacity-1 resize, duplicate keys, and adversarial inputs that trigger worst-case behavior. Step 6: run the autograder format locally and confirm zero failures before delivery.
Assignments above 200 lines include a 1-page design document covering the tradeoffs considered.
What you receive
Every Java delivery ships with the .java source files in the package structure your course expects, JUnit 5 test files matching the grading harness format, a SOLUTION.md with the design rationale and Big-O analysis per method, and a CHECKLIST.md mapping each rubric item to where the code satisfies it. For assignments above 200 lines, the bundle adds a UML class diagram (PlantUML source plus rendered PNG) and a 5-bullet oral-defense brief covering the 3 questions a grader is most likely to ask about your design.
Assignment Types
Inheritance, polymorphism, and interface hierarchies refactored against SOLID principles with GoF patterns. Named pitfall: a Singleton DatabaseConnection that breaks test isolation, swapped for constructor injection.
Thread-safe code with ExecutorService, ReentrantLock, synchronized, and CompletableFuture, delivered with a lock-acquisition order on every shared resource. Named pitfall: a deadlock cycle that only surfaces when the grader runs each test 100 times.
CRUD endpoints, JWT authentication, Spring Data JPA repositories, and pagination, tested with MockMvc and Testcontainers against real PostgreSQL. Named pitfall: forgetting csrf().disable() on a stateless API, which returns 403 errors that read like auth failures.
Linked lists, binary search trees, AVL trees, hash tables with open addressing, and graph adjacency lists implemented without java.util shortcuts. Named pitfall: a ConcurrentModificationException from a mid-traversal remove, annotated with the Iterator.remove() fix.
JavaFX GUI assignments with FXML layouts, fx:id controller wiring, observable bindings, and TableView cell factories. Named pitfall: a missing fx:controller on the root element that throws a stack trace at FXMLLoader.load() time.
JUnit 5 suites with parameterized tests, Mockito mocks, and JaCoCo coverage above 80%, covering happy path, error cases, and 12 edge cases per assignment. Named pitfall: tests coupled to implementation detail that break on any refactor.
Java NIO.2 file IO with Path, Files.readAllLines, FileChannel, and try-with-resources, plus object serialization and JSON via Jackson. Named pitfall: an unclosed FileChannel that leaks file descriptors until GC runs, hitting the OS ulimit on Linux graders.
Advanced Topics
Class loading, JIT compilation, GC algorithms (G1, ZGC, Shenandoah), heap profiling with VisualVM, and memory leak detection via heap dump analysis with Eclipse MAT.
Lambda expressions, Stream API, Optional, functional interfaces, method references, parallel streams, and custom Collector implementations for grouping and partitioning.
Dependency injection, Spring Data JPA with Hibernate, Spring Security with JWT, RESTful API design, and Spring Boot auto-configuration with conditional beans.
Race conditions, deadlocks, and visibility issues with the happens-before relation. We trace thread timelines, identify deadlock cycles, and refactor with java.util.concurrent primitives.
Sample Output
// Thread-safe Singleton with double-checked locking
public class DatabaseConnection {
private static volatile DatabaseConnection instance;
private DatabaseConnection() { /* init */ }
public static DatabaseConnection getInstance() {
if (instance == null) {
synchronized (DatabaseConnection.class) {
if (instance == null) {
instance = new DatabaseConnection();
}
}
}
return instance;
}
} Diagnostic Walkthrough
class Point {
int x, y;
Point(int x, int y) { this.x = x; this.y = y; }
@Override public boolean equals(Object o) {
return o instanceof Point p && p.x == x && p.y == y;
}
// hashCode() not overridden, defaults to identity hash
}
// Bug: map.containsKey() returns false even after put()
Map<Point, String> map = new HashMap<>();
map.put(new Point(1, 2), "origin");
map.containsKey(new Point(1, 2)); // false! class Point {
int x, y;
Point(int x, int y) { this.x = x; this.y = y; }
@Override public boolean equals(Object o) {
return o instanceof Point p && p.x == x && p.y == y;
}
@Override public int hashCode() {
return Objects.hash(x, y);
}
}
// Fixed: equals matches imply hashCode matches
Map<Point, String> map = new HashMap<>();
map.put(new Point(1, 2), "origin");
map.containsKey(new Point(1, 2)); // true Tools & Environment
Sample Projects
Thread-safe account operations using synchronized methods and ReentrantLock with deadlock prevention via ordered lock acquisition. 24 JUnit tests covering single-threaded and 100-thread stress paths.
Self-balancing BST with rotations, color flipping, and 12 JUnit edge case tests covering empty tree, single node, duplicate keys, and adversarial sequences that trigger every rebalancing case.
CRUD operations, JWT authentication, pagination, Spring Data JPA with PostgreSQL, Liquibase migrations, and integration tests with Testcontainers spinning up Postgres in Docker.
ExecutorService + ConcurrentHashMap, robots.txt compliance, BFS traversal with politeness delays, and sitemap output. Demonstrates Producer-Consumer pattern with BlockingQueue.
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