Enhance docs, add more tests in MRUCache (#5951)

This commit is contained in:
Hardik Pawar
2024-10-23 16:05:26 +05:30
committed by GitHub
parent 8db9d10748
commit d868982a72
2 changed files with 153 additions and 25 deletions

View File

@ -4,14 +4,17 @@ import java.util.HashMap;
import java.util.Map;
/**
* Most recently used (MRU)
* Represents a Most Recently Used (MRU) Cache.
* <p>
* In contrast to Least Recently Used (LRU), MRU discards the most recently used
* items first.
* https://en.wikipedia.org/wiki/Cache_replacement_policies#Most_recently_used_(MRU)
* In contrast to the Least Recently Used (LRU) strategy, the MRU caching policy
* evicts the most recently accessed items first. This class provides methods to
* store key-value pairs and manage cache eviction based on this policy.
*
* @param <K> key type
* @param <V> value type
* For more information, refer to:
* <a href="https://en.wikipedia.org/wiki/Cache_replacement_policies#Most_recently_used_(MRU)">MRU on Wikipedia</a>.
*
* @param <K> the type of keys maintained by this cache
* @param <V> the type of values associated with the keys
*/
public class MRUCache<K, V> {
@ -21,40 +24,74 @@ public class MRUCache<K, V> {
private int cap;
private static final int DEFAULT_CAP = 100;
/**
* Creates an MRUCache with the default capacity.
*/
public MRUCache() {
setCapacity(DEFAULT_CAP);
}
/**
* Creates an MRUCache with a specified capacity.
*
* @param cap the maximum number of items the cache can hold
*/
public MRUCache(int cap) {
setCapacity(cap);
}
/**
* Sets the capacity of the cache and evicts items if the new capacity
* is less than the current number of items.
*
* @param newCapacity the new capacity to set
*/
private void setCapacity(int newCapacity) {
checkCapacity(newCapacity);
for (int i = data.size(); i > newCapacity; i--) {
while (data.size() > newCapacity) {
Entry<K, V> evicted = evict();
data.remove(evicted.getKey());
}
this.cap = newCapacity;
}
/**
* Checks if the specified capacity is valid.
*
* @param capacity the capacity to check
* @throws IllegalArgumentException if the capacity is less than or equal to zero
*/
private void checkCapacity(int capacity) {
if (capacity <= 0) {
throw new RuntimeException("capacity must greater than 0!");
throw new IllegalArgumentException("Capacity must be greater than 0!");
}
}
/**
* Evicts the most recently used entry from the cache.
*
* @return the evicted entry
* @throws RuntimeException if the cache is empty
*/
private Entry<K, V> evict() {
if (head == null) {
throw new RuntimeException("cache cannot be empty!");
throw new RuntimeException("Cache cannot be empty!");
}
final Entry<K, V> evicted = this.tail;
tail = evicted.getPreEntry();
tail.setNextEntry(null);
if (tail != null) {
tail.setNextEntry(null);
}
evicted.setNextEntry(null);
return evicted;
}
public MRUCache(int cap) {
setCapacity(cap);
}
/**
* Retrieves the value associated with the specified key.
*
* @param key the key whose associated value is to be returned
* @return the value associated with the specified key, or null if the key does not exist
*/
public V get(K key) {
if (!data.containsKey(key)) {
return null;
@ -64,11 +101,19 @@ public class MRUCache<K, V> {
return entry.getValue();
}
/**
* Associates the specified value with the specified key in the cache.
* If the key already exists, its value is updated and the entry is moved to the most recently used position.
* If the cache is full, the most recently used entry is evicted before adding the new entry.
*
* @param key the key with which the specified value is to be associated
* @param value the value to be associated with the specified key
*/
public void put(K key, V value) {
if (data.containsKey(key)) {
final Entry<K, V> exitingEntry = data.get(key);
exitingEntry.setValue(value);
moveEntryToLast(exitingEntry);
final Entry<K, V> existingEntry = data.get(key);
existingEntry.setValue(value);
moveEntryToLast(existingEntry);
return;
}
Entry<K, V> newEntry;
@ -84,6 +129,11 @@ public class MRUCache<K, V> {
data.put(key, newEntry);
}
/**
* Adds a new entry to the cache and updates the head and tail pointers accordingly.
*
* @param newEntry the new entry to be added
*/
private void addNewEntry(Entry<K, V> newEntry) {
if (data.isEmpty()) {
head = newEntry;
@ -96,6 +146,11 @@ public class MRUCache<K, V> {
tail = newEntry;
}
/**
* Moves the specified entry to the most recently used position in the cache.
*
* @param entry the entry to be moved
*/
private void moveEntryToLast(Entry<K, V> entry) {
if (tail == entry) {
return;
@ -117,8 +172,14 @@ public class MRUCache<K, V> {
tail = entry;
}
/**
* A nested class representing an entry in the cache, which holds a key-value pair
* and references to the previous and next entries in the linked list structure.
*
* @param <I> the type of the key
* @param <J> the type of the value
*/
static final class Entry<I, J> {
private Entry<I, J> preEntry;
private Entry<I, J> nextEntry;
private I key;

View File

@ -11,27 +11,27 @@ public class MRUCacheTest {
@Test
public void putAndGetIntegerValues() {
MRUCache<Integer, Integer> lruCache = new MRUCache<>(SIZE);
MRUCache<Integer, Integer> mruCache = new MRUCache<>(SIZE);
for (int i = 0; i < SIZE; i++) {
lruCache.put(i, i);
mruCache.put(i, i);
}
for (int i = 0; i < SIZE; i++) {
assertEquals(i, lruCache.get(i));
assertEquals(i, mruCache.get(i));
}
}
@Test
public void putAndGetStringValues() {
MRUCache<String, String> lruCache = new MRUCache<>(SIZE);
MRUCache<String, String> mruCache = new MRUCache<>(SIZE);
for (int i = 0; i < SIZE; i++) {
lruCache.put("key" + i, "value" + i);
mruCache.put("key" + i, "value" + i);
}
for (int i = 0; i < SIZE; i++) {
assertEquals("value" + i, lruCache.get("key" + i));
assertEquals("value" + i, mruCache.get("key" + i));
}
}
@ -53,6 +53,73 @@ public class MRUCacheTest {
mruCache.put(i, i);
}
assertEquals(9, mruCache.get(9));
// After inserting 10 items, the cache should have evicted the least recently used ones.
assertEquals(9, mruCache.get(9)); // Most recently used
assertEquals(0, mruCache.get(0)); // Least recently used, should be evicted
}
@Test
public void overwriteExistingKey() {
MRUCache<Integer, String> mruCache = new MRUCache<>(SIZE);
mruCache.put(1, "one");
mruCache.put(1, "uno"); // Overwriting the value for key 1
assertEquals("uno", mruCache.get(1));
assertNull(mruCache.get(2)); // Ensure other keys are unaffected
}
@Test
public void evictionOrder() {
MRUCache<Integer, Integer> mruCache = new MRUCache<>(SIZE);
for (int i = 0; i < SIZE; i++) {
mruCache.put(i, i);
}
// Access a key to make it most recently used
mruCache.get(2);
// Add new items to trigger eviction
mruCache.put(5, 5);
mruCache.put(6, 6);
// Key 3 should be evicted since 2 is the most recently used
assertEquals(3, mruCache.get(3));
assertEquals(4, mruCache.get(4)); // Key 4 should still be available
assertEquals(6, mruCache.get(6)); // Key 6 should be available
}
@Test
public void cacheHandlesLargeValues() {
MRUCache<String, String> mruCache = new MRUCache<>(SIZE);
for (int i = 0; i < SIZE; i++) {
mruCache.put("key" + i, "value" + i);
}
// Verify values
for (int i = 0; i < SIZE; i++) {
assertEquals("value" + i, mruCache.get("key" + i));
}
// Add large value
mruCache.put("largeKey", "largeValue");
// Verify eviction of the least recently used (key 0 should be evicted)
assertEquals("value0", mruCache.get("key0"));
assertEquals("largeValue", mruCache.get("largeKey"));
}
@Test
public void testEmptyCacheBehavior() {
MRUCache<Integer, Integer> mruCache = new MRUCache<>(SIZE);
// Verify that accessing any key returns null
assertNull(mruCache.get(1));
assertNull(mruCache.get(100));
// Adding to cache and checking again
mruCache.put(1, 10);
assertEquals(10, mruCache.get(1));
}
}