Functional Scope (In-Scope)
- Dynamic Coupon Rules Engine: Evaluate discount coupons (Percentage, Flat, BOGO) using composite boolean checks (AND predicates).
- Contextual Applicability Predicates: Validate conditions such as minimum order value limits, eligible categories, and user segmentation profiles using the Specification Pattern.
- Stacking Policy Managers: Restrict cart items to exclusive coupons or apply stacking guidelines (Additive vs Best Only).
- Atomic Usage Decrements: Protect coupon pools with atomic, thread-safe counter decrements during concurrent checkout processes.
Explicit Boundaries (Out-of-Scope)
- No Third-Party Banking Ledger Settlements: Excludes live payment processor balance checks or external credit card settlements.
- No Automatic AI Fraud Detection Models: Bypasses complex pattern matching (ML models) to identify checkout bots or duplicate account usage.
Clean reference designs demonstrating atomic discount checkouts in Java and Python:
// ─── JAVA BLUEPRINT ──────────────────────────────────────────────────────────
import java.util.*;
import java.util.concurrent.*;
import java.util.concurrent.atomic.AtomicInteger;
enum DiscountType {
FLAT,
PERCENTAGE,
BOGO
}
// Context containing order details
class OrderContext {
private final String orderId;
private final String userId;
private final double totalAmount;
private final String category;
private final String userSegment;
public OrderContext(String orderId, String userId, double totalAmount, String category, String userSegment) {
this.orderId = orderId;
this.userId = userId;
this.totalAmount = totalAmount;
this.category = category;
this.userSegment = userSegment;
}
public String getOrderId() { return orderId; }
public String getUserId() { return userId; }
public double getTotalAmount() { return totalAmount; }
public String getCategory() { return category; }
public String getUserSegment() { return userSegment; }
}
// Specification Pattern for Applicability Rules
interface CouponSpecification {
boolean isSatisfiedBy(OrderContext context);
}
class MinAmountSpecification implements CouponSpecification {
private final double minAmount;
public MinAmountSpecification(double minAmount) { this.minAmount = minAmount; }
@Override
public boolean isSatisfiedBy(OrderContext context) {
return context.getTotalAmount() >= minAmount;
}
}
class CategorySpecification implements CouponSpecification {
private final String allowedCategory;
public CategorySpecification(String allowedCategory) { this.allowedCategory = allowedCategory; }
@Override
public boolean isSatisfiedBy(OrderContext context) {
return context.getCategory().equalsIgnoreCase(allowedCategory);
}
}
class UserSegmentSpecification implements CouponSpecification {
private final String requiredSegment;
public UserSegmentSpecification(String requiredSegment) { this.requiredSegment = requiredSegment; }
@Override
public boolean isSatisfiedBy(OrderContext context) {
return context.getUserSegment().equalsIgnoreCase(requiredSegment);
}
}
class AndSpecification implements CouponSpecification {
private final List<CouponSpecification> specs = new ArrayList<>();
public AndSpecification(CouponSpecification... specifications) {
specs.addAll(Arrays.asList(specifications));
}
@Override
public boolean isSatisfiedBy(OrderContext context) {
for (CouponSpecification spec : specs) {
if (!spec.isSatisfiedBy(context)) return false;
}
return true;
}
}
// Coupon Entity
class Coupon {
private final String code;
private final DiscountType discountType;
private final double discountValue;
private final CouponSpecification specification;
private final AtomicInteger remainingUsage;
private final int maxUsage;
public Coupon(String code, DiscountType discountType, double discountValue, CouponSpecification specification, int maxUsage) {
this.code = code;
this.discountType = discountType;
this.discountValue = discountValue;
this.specification = specification;
this.maxUsage = maxUsage;
this.remainingUsage = new AtomicInteger(maxUsage);
}
public String getCode() { return code; }
public DiscountType getDiscountType() { return discountType; }
public double getDiscountValue() { return discountValue; }
public CouponSpecification getSpecification() { return specification; }
public int getRemainingUsage() { return remainingUsage.get(); }
public boolean isApplicable(OrderContext context) {
return specification.isSatisfiedBy(context);
}
public boolean tryRedeem() {
while (true) {
int current = remainingUsage.get();
if (current <= 0) return false;
if (remainingUsage.compareAndSet(current, current - 1)) {
return true;
}
}
}
public void release() {
while (true) {
int current = remainingUsage.get();
if (current >= maxUsage) return;
if (remainingUsage.compareAndSet(current, current + 1)) {
return;
}
}
}
public double calculateDiscount(double amount) {
switch (discountType) {
case FLAT:
return Math.min(amount, discountValue);
case PERCENTAGE:
return amount * (discountValue / 100.0);
case BOGO:
// Buy One Get One style - represented as 50% discount for simplicity or custom calculation
return amount * 0.5;
default:
return 0.0;
}
}
}
// Strategy Pattern for Coupon Stacking Rules
interface StackingStrategy {
double calculateFinalDiscount(List<Coupon> coupons, OrderContext context);
}
class ExclusiveStackingStrategy implements StackingStrategy {
@Override
public double calculateFinalDiscount(List<Coupon> coupons, OrderContext context) {
if (coupons.isEmpty()) return 0.0;
if (coupons.size() > 1) {
throw new IllegalArgumentException("Exclusive policy violated: multiple coupons not allowed.");
}
Coupon coupon = coupons.get(0);
return coupon.isApplicable(context) ? coupon.calculateDiscount(context.getTotalAmount()) : 0.0;
}
}
class AdditiveStackingStrategy implements StackingStrategy {
@Override
public double calculateFinalDiscount(List<Coupon> coupons, OrderContext context) {
double currentTotal = context.getTotalAmount();
double totalDiscount = 0.0;
for (Coupon coupon : coupons) {
if (coupon.isApplicable(context)) {
double discount = coupon.calculateDiscount(currentTotal);
totalDiscount += discount;
currentTotal = Math.max(0, currentTotal - discount);
}
}
return totalDiscount;
}
}
class BestOnlyStackingStrategy implements StackingStrategy {
@Override
public double calculateFinalDiscount(List<Coupon> coupons, OrderContext context) {
double bestDiscount = 0.0;
for (Coupon coupon : coupons) {
if (coupon.isApplicable(context)) {
double discount = coupon.calculateDiscount(context.getTotalAmount());
bestDiscount = Math.max(bestDiscount, discount);
}
}
return bestDiscount;
}
}
// Central Coupon Manager
class CouponManager {
private final Map<String, Coupon> couponRegistry = new ConcurrentHashMap<>();
public void addCoupon(Coupon coupon) {
couponRegistry.put(coupon.getCode().toUpperCase(), coupon);
}
public Coupon getCoupon(String code) {
return couponRegistry.get(code.toUpperCase());
}
public boolean redeemCoupons(List<String> codes, OrderContext context, StackingStrategy strategy) {
List<Coupon> couponsToApply = new ArrayList<>();
for (String code : codes) {
Coupon coupon = getCoupon(code);
if (coupon == null || !coupon.isApplicable(context)) {
System.out.println("Coupon " + code + " is either invalid or not applicable for Order " + context.getOrderId());
return false;
}
couponsToApply.add(coupon);
}
// Validate final discount computation succeeds under current strategy
try {
double finalDiscount = strategy.calculateFinalDiscount(couponsToApply, context);
System.out.println("Computed final discount: $" + String.format("%.2f", finalDiscount) + " for Order " + context.getOrderId());
} catch (IllegalArgumentException e) {
System.out.println("Checkout failed coupon stacking check: " + e.getMessage());
return false;
}
// Try atomic redemption
List<Coupon> successfullyRedeemed = new ArrayList<>();
boolean success = true;
for (Coupon coupon : couponsToApply) {
if (coupon.tryRedeem()) {
successfullyRedeemed.add(coupon);
} else {
success = false;
break;
}
}
// Rollback if any redemption failed
if (!success) {
System.out.println("Checkout failed: One or more coupons exceeded usage limit. Rolling back.");
for (Coupon coupon : successfullyRedeemed) {
coupon.release();
}
return false;
}
System.out.println("Order " + context.getOrderId() + " successfully redeemed coupons: " + codes);
return true;
}
public void releaseCoupons(List<String> codes) {
for (String code : codes) {
Coupon coupon = getCoupon(code);
if (coupon != null) {
coupon.release();
System.out.println("Released usage lock for coupon: " + code);
}
}
}
}
// Execution Test Driver
public class Main {
public static void main(String[] args) throws InterruptedException {
CouponManager manager = new CouponManager();
// 1. Register diverse coupons with complex Specifications
Coupon specCoupon1 = new Coupon("SAVE20", DiscountType.PERCENTAGE, 20.0,
new AndSpecification(
new MinAmountSpecification(100.0),
new UserSegmentSpecification("VIP")
), 5); // Max usage 5
Coupon specCoupon2 = new Coupon("FLAT15", DiscountType.FLAT, 15.0,
new CategorySpecification("Electronics"), 10);
Coupon specCoupon3 = new Coupon("EXCLUSIVE50", DiscountType.PERCENTAGE, 50.0,
new MinAmountSpecification(200.0), 1); // Flash sale single coupon limit
manager.addCoupon(specCoupon1);
manager.addCoupon(specCoupon2);
manager.addCoupon(specCoupon3);
// 2. Validate Order Applicability
OrderContext context1 = new OrderContext("O-100", "U-VIP", 150.0, "Electronics", "VIP");
System.out.println("Is SAVE20 applicable for VIP purchasing Electronics ($150)? " + specCoupon1.isApplicable(context1));
System.out.println("Is FLAT15 applicable for VIP purchasing Electronics ($150)? " + specCoupon2.isApplicable(context1));
// 3. Stacking Policy Application
List<Coupon> currentApplied = Arrays.asList(specCoupon1, specCoupon2);
StackingStrategy additive = new AdditiveStackingStrategy();
double discountVal = additive.calculateFinalDiscount(currentApplied, context1);
System.out.println("Combined Additive discount (SAVE20 + FLAT15): $" + discountVal);
// 4. Concurrent Redemption Test simulation
ExecutorService executor = Executors.newFixedThreadPool(4);
CountDownLatch latch = new CountDownLatch(4);
System.out.println("\n--- Simulating 4 concurrent checkouts for a single limit exclusive coupon (EXCLUSIVE50) ---");
for (int i = 0; i < 4; i++) {
final int id = i;
executor.submit(() -> {
OrderContext order = new OrderContext("O-CONC-" + id, "U-" + id, 300.0, "Electronics", "Regular");
boolean status = manager.redeemCoupons(Collections.singletonList("EXCLUSIVE50"), order, new ExclusiveStackingStrategy());
System.out.println("Checkout " + id + " success: " + status);
latch.countDown();
});
}
latch.await();
executor.shutdown();
System.out.println("Final EXCLUSIVE50 remaining usage count: " + specCoupon3.getRemainingUsage());
}
}