I have a map which returns below data when Map.values() is called which returns Collection<V>
[
Cache.CachedObject(inserted=1617483447407, value=Record(id=10, type=5, timestamp=2021-04-03T08:37:51.312Z)),
Cache.CachedObject(inserted=1617483446133, value=Record(id=11, type=6, timestamp=2021-04-03T08:37:51.312Z)),
Cache.CachedObject(inserted=1617483445030, value=Record(id=8, type=4, timestamp=2021-04-03T08:37:51.312Z))
]
How do I return List<Record> from Collection<V> ?
Code of Cache class is given below
//
// Source code recreated from a .class file by IntelliJ IDEA
// (powered by FernFlower decompiler)
//
package com.api.utils;
import java.util.ArrayList;
import java.util.Collection;
import java.util.HashMap;
import java.util.Iterator;
import java.util.Map.Entry;
public class Cache<K, V> {
private long timeToLive = 20000L;
private HashMap<K, V> cacheMap = new HashMap();
public Cache() {
if (this.timeToLive > 0L) {
Thread t = new Thread(() -> {
while(true) {
this.cleanup();
}
});
t.setDaemon(true);
t.start();
}
}
public void put(K key, V value) {
synchronized(this.cacheMap) {
this.cacheMap.put(key, new Cache.CachedObject(value));
}
}
public V get(K key) {
synchronized(this.cacheMap) {
Cache<K, V>.CachedObject c = (Cache.CachedObject)this.cacheMap.get(key);
return c == null ? null : c.value;
}
}
public void remove(K key) {
synchronized(this.cacheMap) {
this.cacheMap.remove(key);
}
}
public int size() {
synchronized(this.cacheMap) {
return this.cacheMap.size();
}
}
public void clear() {
synchronized(this.cacheMap) {
this.cacheMap.clear();
}
}
public Collection<V> values() {
synchronized(this.cacheMap) {
return this.cacheMap.values();
}
}
public void cleanup() {
long now = System.currentTimeMillis();
ArrayList deleteKey;
synchronized(this.cacheMap) {
Iterator<Entry<K, V>> itr = this.cacheMap.entrySet().iterator();
deleteKey = new ArrayList(this.cacheMap.size() / 2 + 1);
while(itr.hasNext()) {
Entry<K, V> entry = (Entry)itr.next();
K key = entry.getKey();
V cached = entry.getValue();
if (cached != null && now > ((Cache.CachedObject)cached).inserted + this.timeToLive) {
deleteKey.add(key);
}
}
}
for(Iterator var4 = deleteKey.iterator(); var4.hasNext(); Thread.yield()) {
K key = var4.next();
synchronized(this.cacheMap) {
this.cacheMap.remove(key);
}
}
}
public String toString() {
return "Cache(timeToLive=" + this.timeToLive + ", cacheMap=" + this.cacheMap + ")";
}
private class CachedObject {
public long inserted = System.currentTimeMillis();
public V value;
protected CachedObject(V value) {
this.value = value;
}
public String toString() {
return "Cache.CachedObject(inserted=" + this.getInserted() + ", value=" + this.getValue() + ")";
}
public long getInserted() {
return this.inserted;
}
public V getValue() {
return this.value;
}
}
}
Update
To resolve multiple compilation and design issues in the posted code of Cache /CachedObject, the following fixes need to be applied (but they are not final and further improvements are possible):
Make inner class CachedObject generic
Replace HashMap with ConcurrentHashMap (so that synchronized blocks could be removed) and fix the type of value in this map to be CachedObject<V>
Refactor cleanUp method
An example implementation
public class Cache<K, V> {
private long timeToLive = 20000L;
private Map<K, CachedObject<V>> cacheMap = new ConcurrentHashMap<>();
public Cache() {
if (this.timeToLive > 0L) {
Thread t = new Thread(() -> {
while(true) {
this.cleanup();
}
});
t.setDaemon(true);
t.start();
}
}
public void put(K key, V value) {
this.cacheMap.put(key, new CachedObject(value));
}
public V get(K key) {
CachedObject<V> c = this.cacheMap.get(key);
return c == null ? null : c.value;
}
public void remove(K key) {
this.cacheMap.remove(key);
}
public int size() {
return this.cacheMap.size();
}
public void clear() {
this.cacheMap.clear();
}
public Collection<V> values() {
return this.cacheMap.values().stream()
.map(CachedObject::getValue).collect(Collectors.toList());
}
public void cleanup() {
if (!this.cacheMap.isEmpty()) {
long now = System.currentTimeMillis();
this.cacheMap.entrySet().removeIf(e -> null == e.getValue() || now > e.getValue().inserted + this.timeToLive);
}
Thread.yield();
}
public String toString() {
return "Cache(timeToLive=" + this.timeToLive + ", cacheMap=" + this.cacheMap + ")";
}
private class CachedObject<V> {
public long inserted = System.currentTimeMillis();
public V value;
protected CachedObject(V value) {
this.value = value;
}
public String toString() {
return "Cache.CachedObject(inserted=" + this.getInserted() + ", value=" + this.getValue() + ")";
}
public long getInserted() {
return this.inserted;
}
public V getValue() {
return this.value;
}
}
}
With this implementation, the method Cache::values() provides an appropriate collection of V-type elements which are copied into a list, so it will be sufficient just to cast to List:
Cache<String, Record> cache = new Cache<>();
cache.put("#1", new Record(1));
cache.put("#2", new Record(2));
cache.put("#3", new Record(3));
System.out.println(cache);
List<Record> records = (List<Record>) cache.values();
System.out.println(records);
System.out.println(records);
Thread.sleep(2_100L);
List<Record> noRecords = (List) cache.values();
System.out.println(noRecords);
Output
Cache(timeToLive=2000, cacheMap={#3=Cache.CachedObject(inserted=1617530470001, value=Record{id=3}), #1=Cache.CachedObject(inserted=1617530470001, value=Record{id=1}), #2=Cache.CachedObject(inserted=1617530470001, value=Record{id=2})})
[Record{id=3}, Record{id=1}, Record{id=2}]
[]
If you don't mind using Eclipse Collections (which is a great library by the way, an extra dependency however...) , you might want to use the following
List<String> valuesList = Lists.mutable
.ofAll(values)
.collect(CachedObject::getValue);
I solved it. Decided to implement library Cache<K, V> class with minor change to values method.
public Collection<V> values() {
synchronized (cacheMap) {
return cacheMap
.values()
.stream()
.map(cache -> ((CachedObject) cache).getValue())
.collect(Collectors.toList());
}
}
Can someone please conform if its the right way
I have Caffeine cache with Key->Value mapping. There are multiple implementations of Key interface with different equals methods. In order to delete value from cache based on someOtherVal, I had to use code like cache.asMap().keySet().removeIf(comp::isSame) which is super slow.
Is there any other solution for this kind of many keys to single value mapping in cache? One thing that comes to my mind is to have 2 Cache instances, one with Cache<Key, String> and other with Cache<someOtherVal, Key>, and whenever I want to delete a value I locate Key using this other cache.
Then only question is how to keep this 2 caches in sync? Are there already solutions for this?
import java.time.Duration;
import java.util.Objects;
import java.util.UUID;
import com.github.benmanes.caffeine.cache.Cache;
import com.github.benmanes.caffeine.cache.Caffeine;
import com.google.common.base.Stopwatch;
public class Removal {
private static final int MAX = 1_000_000;
interface Key{
String getSomeOtherVal();
default boolean isSame(Key k){
return Objects.equals(k.getSomeOtherVal(),getSomeOtherVal());
}
}
static class KeyImpl implements Key{
int id;
String someOtherVal;
public KeyImpl(int id, String someOtherVal) {
this.id = id;
this.someOtherVal = someOtherVal;
}
public int getId() {
return id;
}
#Override
public String getSomeOtherVal() {
return someOtherVal;
}
#Override
public boolean equals(Object o) {
if (this == o)
return true;
if (o == null || getClass() != o.getClass())
return false;
KeyImpl key = (KeyImpl)o;
return id == key.id;
}
#Override
public int hashCode() {
return Objects.hash(id);
}
}
Cache<Key, String> cache = Caffeine.newBuilder().build();
public static void main(String[] args) {
Removal s = new Removal();
s.fill();
Duration sRem = s.slowRemovalFirst100();
Duration fRem = s.fastRemoval100To200();
System.out.println("Slow removal in " + sRem);
System.out.println("Fast removal in " + fRem);
}
private Duration slowRemovalFirst100(){
Stopwatch sw = Stopwatch.createStarted();
for(int i=0; i<100; i++){
Key comp = new KeyImpl(i, String.valueOf(i));
cache.asMap().keySet().removeIf(comp::isSame); //Finds a key by some other property and then removes it (SLOW)
//System.out.println("Removed " + i);
}
return sw.stop().elapsed();
}
private Duration fastRemoval100To200(){
Stopwatch sw = Stopwatch.createStarted();
for(int i=100; i<200; i++){
Key comp = new KeyImpl(i, String.valueOf(i));
cache.invalidate(comp); //Uses direct access to map by key (FAST)
//System.out.println("Removed " + i);
}
return sw.stop().elapsed();
}
private void fill(){
for(int i=0; i<MAX; i++){
cache.put(new KeyImpl(i, String.valueOf(i)), UUID.randomUUID().toString());
}
}
}
Result of running this code on my machine:
Slow removal in PT2.807105177S
Fast removal in PT0.000126183S
where you can see such a big difference...
Ok, I managed to solve this:
public class IndexedCache<K,V> implements Cache<K,V> {
#Delegate
private Cache<K, V> cache;
private Map<Class<?>, Map<Object, Set<K>>> indexes;
private IndexedCache(Builder<K, V> bldr){
this.indexes = bldr.indexes;
cache = bldr.caf.build();
}
public <R> void invalidateAllWithIndex(Class<R> clazz, R value) {
cache.invalidateAll(indexes.get(clazz).getOrDefault(value, new HashSet<>()));
}
public static class Builder<K, V>{
Map<Class<?>, Function<K, ?>> functions = new HashMap<>();
Map<Class<?>, Map<Object, Set<K>>> indexes = new ConcurrentHashMap<>();
Caffeine<K,V> caf;
public <R> Builder<K,V> withIndex(Class<R> clazz, Function<K, R> function){
functions.put(clazz, function);
indexes.put(clazz, new ConcurrentHashMap<>());
return this;
}
public IndexedCache<K, V> buildFromCaffeine(Caffeine<Object, Object> caffeine) {
caf = caffeine.writer(new CacheWriter<K, V>() {
#Override
public void write( K k, V v) {
for(Map.Entry<Class<?>, Map<Object, Set<K>>> indexesEntry : indexes.entrySet()){
indexesEntry.getValue().computeIfAbsent(functions.get(indexesEntry.getKey()).apply(k), (ky)-> new HashSet<>())
.add(k);
}
}
#Override
public void delete( K k, V v, RemovalCause removalCause) {
for(Map.Entry<Class<?>, Map<Object, Set<K>>> indexesEntry : indexes.entrySet()){
indexesEntry.getValue().remove(functions.get(indexesEntry.getKey()).apply(k));
}
}
});
return new IndexedCache<>(this);
}
}
}
and this is use-case:
#AllArgsConstructor
#Data
#EqualsAndHashCode(onlyExplicitlyIncluded = true)
static class CompositeKey{
#EqualsAndHashCode.Include
Integer k1;
String k2;
Long k3;
}
public static void main(String[] args) {
Caffeine<Object, Object> cfein = Caffeine.newBuilder().softValues().maximumSize(200_000);
IndexedCache<CompositeKey, String> cache = new IndexedCache.Builder<CompositeKey, String>()
.withIndex(Long.class, ck -> ck.getK3())
.withIndex(String.class, ck -> ck.getK2())
.buildFromCaffeine(cfein);
for(int i=0; i<100; i++){
cache.put(new CompositeKey(i, String.valueOf(i), Long.valueOf(i)), "sdfsdf");
}
for(int i=0; i<10; i++){
//use equals method of CompositeKey to do equals comp.
cache.invalidate(new CompositeKey(i, String.valueOf(i), Long.valueOf(i)));
}
for(int i=10; i<20; i++){
//use Long index
cache.invalidateAllWithIndex(Long.class, Long.valueOf(i));
}
for(int i=20; i<30; i++){
//use String index
cache.invalidateAllWithIndex(String.class, String.valueOf(i));
}
int y = 4;
}
here is link to discussion I had: https://github.com/ben-manes/caffeine/issues/279
I spent some time to try to make a collection that:
1) is sorted by value (not by key)
2) is sorted each time an element is added or modified
3) is fixed size and discard automatically smallest/biggest element depending of the sort way
4) is safe thread
So 3) and 4) I think it is quite ok. For 1) and 2) it was a bit more tricky. I spent quite a long time on this thread, experimenting the different sample, but one big issue is that the collection are sorted only once when object are inserted.
Anyway, I try to implement my own collection, which is working (shouldn't be used for huge data as it is sorted quite often) but I'm not so happy with the design. Especially in the fact that my value objects are constrained to be Observable (which is good) but not comparable so I had to use a dirty instanceof + exception for this.
Any sugestion to improve this ?
Here is the code:
import java.util.ArrayList;
import java.util.Collections;
import java.util.List;
import java.util.Observable;
import java.util.Observer;
public class SortedDiscardingSyncArray<K, V extends Observable> implements Observer {
// Comparison way (ascendent or descendant)
public static enum ComparisonWay
{
DESC,
ASC;
}
// this is backed by a List (and ArrayList impl)
private List<ArrayElement> array;
// Capacity, configurable, over this limit, an item will be discarded
private int MAX_CAPACITY = 200;
// default is descending comparison
private ComparisonWay compareWay = ComparisonWay.DESC;
public SortedDiscardingSyncArray(ComparisonWay compareWay, int mAX_CAPACITY) {
super();
this.compareWay = compareWay;
MAX_CAPACITY = mAX_CAPACITY;
array = new ArrayList <ArrayElement>(MAX_CAPACITY);
}
public SortedDiscardingSyncArray(int mAX_CAPACITY) {
super();
MAX_CAPACITY = mAX_CAPACITY;
array = new ArrayList<ArrayElement>(MAX_CAPACITY);
}
public SortedDiscardingSyncArray() {
super();
array = new ArrayList <ArrayElement>(MAX_CAPACITY);
}
public boolean put(K key, V value)
{
try {
return put (new ArrayElement(key, value, this));
} catch (Exception e) {
e.printStackTrace();
return false;
}
finally
{
sortArray();
}
}
private synchronized boolean put(ArrayElement ae)
{
if (array.size() < MAX_CAPACITY)
{
return array.add(ae);
}
// check if last one is greater/smaller than current value to insert
else if (ae.compareTo(array.get(MAX_CAPACITY-1)) < 0)
{
array.remove(MAX_CAPACITY - 1);
return array.add(ae);
}
// else we don't insert
return false;
}
public V getValue (int index)
{
return array.get(index).getValue();
}
public V getValue (K key)
{
for (ArrayElement ae : array)
{
if (ae.getKey().equals(key)) return ae.getValue();
}
return null;
}
public K getKey (int index)
{
return array.get(index).getKey();
}
private void sortArray()
{
Collections.sort(array);
}
public synchronized void setValue(K key, V newValue) {
for (ArrayElement ae : array)
{
if (ae.getKey().equals(key))
{
ae.setValue(newValue);
return;
}
}
}
public int size() {
return array.size();
}
#Override
public void update(java.util.Observable arg0, Object arg1) {
sortArray();
}
public static void main(String[] args) {
// some test on the class
SortedDiscardingSyncArray<String, ObservableSample> myData = new SortedDiscardingSyncArray<String, ObservableSample>(ComparisonWay.DESC, 20);
String Ka = "Ka";
String Kb = "Kb";
String Kc = "Kc";
String Kd = "Kd";
myData.put(Ka, new ObservableSample(0));
myData.put(Kb, new ObservableSample(3));
myData.put(Kc, new ObservableSample(1));
myData.put(Kd, new ObservableSample(2));
for (int i=0; i < myData.size(); i++)
{
System.out.println(myData.getKey(i).toString() + " - " + myData.getValue(i).toString());
}
System.out.println("Modifying data...");
myData.getValue(Kb).setValue(12);
myData.getValue(Ka).setValue(34);
myData.getValue(Kd).setValue(9);
myData.getValue(Kc).setValue(19);
for (int i=0; i < myData.size(); i++)
{
System.out.println(myData.getKey(i).toString() + " - " + myData.getValue(i).toString());
}
}
private class ArrayElement implements Comparable <ArrayElement> {
public ArrayElement(K key, V value, Observer obs) throws Exception {
super();
// don't know how to handle that case
// maybe multiple inheritance would have helped here ?
if (! (value instanceof Comparable)) throw new Exception("Object must be 'Comparable'");
this.key = key;
this.value = value;
value.addObserver(obs);
}
public String toString()
{
StringBuffer sb = new StringBuffer();
sb.append(key);
sb.append(" - ");
sb.append(value);
return sb.toString();
}
private K key;
private V value;
public K getKey() {
return key;
}
public V getValue() {
return value;
}
public synchronized void setValue(V value) {
this.value = value;
}
#SuppressWarnings("unchecked")
#Override
public int compareTo(ArrayElement o) {
int c;
if (compareWay == ComparisonWay.DESC) c = ((Comparable<V>) o.getValue()).compareTo(this.getValue());
else c = ((Comparable<V>) this.getValue()).compareTo(o.getValue());
if (c != 0) {
return c;
}
Integer hashCode1 = o.getValue().hashCode();
Integer hashCode2 = this.getValue().hashCode();
// we don't check the compare way for hash code (useless ?)
return hashCode1.compareTo(hashCode2);
}
}
}
And the other class for testing purpose:
import java.util.Observable;
public class ObservableSample extends Observable implements Comparable <ObservableSample>
{
private Integer value = 0;
public ObservableSample(int value) {
this.value = value;
setChanged();
notifyObservers();
}
public String toString()
{
return String.valueOf(this.value);
}
public void setValue(Integer value) {
this.value = value;
setChanged();
notifyObservers();
}
public Integer getValue() {
return value;
}
#Override
public int compareTo(ObservableSample o) {
int c;
c = (this.getValue()).compareTo(o.getValue());
if (c != 0) {
return c;
}
Integer hashCode1 = o.getValue().hashCode();
Integer hashCode2 = this.getValue().hashCode();
// we don't check the compare way for hash code (useless ?)
return hashCode1.compareTo(hashCode2);
}
}
Collections are difficult to write, maybe you should look for an existing implementation.
Try checking out ImmutableSortedSet from Guava.
You can have a marker interface
public interface ComparableObservable extends Observable, Comparable {
}
and then change
SortedDiscardingSyncArray<K, V extends Observable>
to
SortedDiscardingSyncArray<K, V extends ComparableObservable>
to avoid the explicit cast.
Other than that the code is quite verbose and I didn't follow it completely. I would also suggest having a look at guava or (apache) commons-collections library to explore if you can find something reusable.
You can write generic wildcards with multiple bounds. So change your declaration of <K, V extends Observable> to <K, V extends Observable & Comparable<V>> and then you can treat V as if it implements both interfaces, without an otherwise empty and useless interface.
Another few things: Pick a naming convention, and stick with it. The one I use is that a name such as MAX_CAPACITY would be used for a static final field (i.e. a constant, such as a default) and that the equivalent instance field would be maxCapacity Names such as mAX_CAPACITY would be right out of the question.
See: Oracle's naming conventions for Java
Instead of using a ComparisonWay enum, I would take a custom Comparator. Much more flexible, and doesn't replicate something that already exists.
See: the Comparator API docs
Your code, as written, is not thread safe. In particular an observed element calling the unsynchronized update method may thus invoke sortArray without obtaining the proper lock. FindBugs is a great tool that catches a lot of problems like this.
Your ObservableSample does not really follow good practices with regards to how it implements Comparable, in that it does not really compare data values but instead the hashCode. The hashCode is essentially arbitrary and collisions are quite possible. Additionally, the Comparable interface requests that usually you should be "consistent with Equals", for which you also might want to take a look at the documentation for the Object class's equals method
Yes, it sounds like a lot of work, but if you go through it and do it right you will save yourself astounding amounts of debugging effort down the road. If you do not do these properly and to the spec, you will find that when you place it in Sets or Maps your keys or values strangely disappear, reappear, or get clobbered. And it will depend on which version of Java you run, potentially!
Here is a version updated. Still not completly sure it is safe thread but findbugs tool didn't give so usefull tips. Also for the comparisonWay, I don't want to constraint the user to develop its own comparator, I want to keep the things simple.
import java.util.ArrayList;
import java.util.Collections;
import java.util.List;
import java.util.Observable;
import java.util.Observer;
public class SortedDiscardingSyncArray<K, V extends Observable & Comparable<V>> implements Observer {
// Comparison way (ascendent or descendant)
public static enum ComparisonWay { DESC, ASC; }
// this is backed by a List (and ArrayList)
private List<ArrayElement> array;
// Capacity, configurable, over this limit, an item will be discarded
private int maxCapacity = 200;
// default is descending comparison
private ComparisonWay compareWay = ComparisonWay.DESC;
public SortedDiscardingSyncArray(ComparisonWay compareWay, int maxCapacity) {
super();
this.compareWay = compareWay;
this.maxCapacity = maxCapacity;
array = new ArrayList <ArrayElement>(maxCapacity);
}
public SortedDiscardingSyncArray(int maxCapacity) {
super();
this.maxCapacity = maxCapacity;
array = new ArrayList<ArrayElement>(maxCapacity);
}
public SortedDiscardingSyncArray() {
super();
array = new ArrayList <ArrayElement>(maxCapacity);
}
// not synchronized, but calling internal sync put command
public boolean put(K key, V value)
{
try {
return put (new ArrayElement(key, value, this));
} catch (Exception e) {
e.printStackTrace();
return false;
}
finally
{
sortArray();
}
}
private synchronized boolean put(ArrayElement ae)
{
if (array.size() < maxCapacity) return array.add(ae);
// check if last one is greater/smaller than current value to insert
else if (ae.compareTo(array.get(maxCapacity-1)) < 0)
{
array.remove(maxCapacity - 1);
return array.add(ae);
}
// else we don't insert and return false
return false;
}
public V getValue (int index)
{
return array.get(index).getValue();
}
public V getValue (K key)
{
for (ArrayElement ae : array)
{
if (ae.getKey().equals(key)) return ae.getValue();
}
return null;
}
public K getKey (int index)
{
return array.get(index).getKey();
}
private synchronized void sortArray()
{
Collections.sort(array);
}
public synchronized void setValue(K key, V newValue) {
for (ArrayElement ae : array)
{
if (ae.getKey().equals(key))
{
ae.setValue(newValue);
return;
}
}
}
public int size() {
return array.size();
}
#Override
public void update(java.util.Observable arg0, Object arg1) {
sortArray();
}
public static void main(String[] args) {
// some test on the class
SortedDiscardingSyncArray<String, ObservableSample> myData = new SortedDiscardingSyncArray<String, ObservableSample>(ComparisonWay.DESC, 20);
String Ka = "Ka";
String Kb = "Kb";
String Kc = "Kc";
String Kd = "Kd";
myData.put(Ka, new ObservableSample(0));
myData.put(Kb, new ObservableSample(3));
myData.put(Kc, new ObservableSample(1));
myData.put(Kd, new ObservableSample(2));
for (int i=0; i < myData.size(); i++)
{
System.out.println(myData.getKey(i).toString() + " - " + myData.getValue(i).toString());
}
System.out.println("Modifying data...");
myData.getValue(Kb).setValue(12);
myData.getValue(Ka).setValue(34);
myData.getValue(Kd).setValue(9);
myData.getValue(Kc).setValue(19);
for (int i=0; i < myData.size(); i++)
{
System.out.println(myData.getKey(i).toString() + " - " + myData.getValue(i).toString());
}
}
private class ArrayElement implements Comparable <ArrayElement> {
public ArrayElement(K key, V value, Observer obs) throws Exception {
super();
this.key = key;
this.value = value;
value.addObserver(obs);
}
public String toString()
{
StringBuffer sb = new StringBuffer();
sb.append(key);
sb.append(" - ");
sb.append(value);
return sb.toString();
}
private K key;
private V value;
public K getKey() {
return key;
}
public V getValue() {
return value;
}
public synchronized void setValue(V value) {
this.value = value;
}
#Override
public int compareTo(ArrayElement o) {
int c;
if (compareWay == ComparisonWay.DESC) c = o.getValue().compareTo(this.getValue());
else c = this.getValue().compareTo(o.getValue());
if (c != 0) {
return c;
}
Integer hashCode1 = o.getValue().hashCode();
Integer hashCode2 = this.getValue().hashCode();
// we don't check the compare way for hash code (useless ?)
return hashCode1.compareTo(hashCode2);
}
}
}
I learned how to use the comparable but I'm having difficulty with the Comparator. I am having a error in my code:
Exception in thread "main" java.lang.ClassCastException: New.People cannot be cast to java.lang.Comparable
at java.util.Arrays.mergeSort(Unknown Source)
at java.util.Arrays.sort(Unknown Source)
at java.util.Collections.sort(Unknown Source)
at New.TestPeople.main(TestPeople.java:18)
Here is my code:
import java.util.Comparator;
public class People implements Comparator {
private int id;
private String info;
private double price;
public People(int newid, String newinfo, double newprice) {
setid(newid);
setinfo(newinfo);
setprice(newprice);
}
public int getid() {
return id;
}
public void setid(int id) {
this.id = id;
}
public String getinfo() {
return info;
}
public void setinfo(String info) {
this.info = info;
}
public double getprice() {
return price;
}
public void setprice(double price) {
this.price = price;
}
public int compare(Object obj1, Object obj2) {
Integer p1 = ((People) obj1).getid();
Integer p2 = ((People) obj2).getid();
if (p1 > p2) {
return 1;
} else if (p1 < p2){
return -1;
} else {
return 0;
}
}
}
import java.util.ArrayList;
import java.util.Collections;
public class TestPeople {
public static void main(String[] args) {
ArrayList peps = new ArrayList();
peps.add(new People(123, "M", 14.25));
peps.add(new People(234, "M", 6.21));
peps.add(new People(362, "F", 9.23));
peps.add(new People(111, "M", 65.99));
peps.add(new People(535, "F", 9.23));
Collections.sort(peps);
for (int i = 0; i < peps.size(); i++){
System.out.println(peps.get(i));
}
}
}
I believe it has to do something with the casting in the compare method but I was playing around with it and still could not find the solution
There are a couple of awkward things with your example class:
it's called People while it has a price and info (more something for objects, not people);
when naming a class as a plural of something, it suggests it is an abstraction of more than one thing.
Anyway, here's a demo of how to use a Comparator<T>:
public class ComparatorDemo {
public static void main(String[] args) {
List<Person> people = Arrays.asList(
new Person("Joe", 24),
new Person("Pete", 18),
new Person("Chris", 21)
);
Collections.sort(people, new LexicographicComparator());
System.out.println(people);
Collections.sort(people, new AgeComparator());
System.out.println(people);
}
}
class LexicographicComparator implements Comparator<Person> {
#Override
public int compare(Person a, Person b) {
return a.name.compareToIgnoreCase(b.name);
}
}
class AgeComparator implements Comparator<Person> {
#Override
public int compare(Person a, Person b) {
return a.age < b.age ? -1 : a.age == b.age ? 0 : 1;
}
}
class Person {
String name;
int age;
Person(String n, int a) {
name = n;
age = a;
}
#Override
public String toString() {
return String.format("{name=%s, age=%d}", name, age);
}
}
EDIT
And an equivalent Java 8 demo would look like this:
public class ComparatorDemo {
public static void main(String[] args) {
List<Person> people = Arrays.asList(
new Person("Joe", 24),
new Person("Pete", 18),
new Person("Chris", 21)
);
Collections.sort(people, (a, b) -> a.name.compareToIgnoreCase(b.name));
System.out.println(people);
Collections.sort(people, (a, b) -> a.age < b.age ? -1 : a.age == b.age ? 0 : 1);
System.out.println(people);
}
}
Here's a super short template to do the sorting right away :
Collections.sort(people, new Comparator<Person>() {
#Override
public int compare(final Person lhs, Person rhs) {
// TODO return 1 if rhs should be before lhs
// return -1 if lhs should be before rhs
// return 0 otherwise (meaning the order stays the same)
}
});
If it's hard to remember, try to just remember that it's similar (in terms of the sign of the number) to:
lhs-rhs
That's in case you want to sort in ascending order : from smallest number to largest number.
Use People implements Comparable<People> instead; this defines the natural ordering for People.
A Comparator<People> can also be defined in addition, but People implements Comparator<People> is not the right way of doing things.
The two overloads for Collections.sort are different:
<T extends Comparable<? super T>> void sort(List<T> list)
Sorts Comparable objects using their natural ordering
<T> void sort(List<T> list, Comparator<? super T> c)
Sorts whatever using a compatible Comparator
You're confusing the two by trying to sort a Comparator (which is again why it doesn't make sense that Person implements Comparator<Person>). Again, to use Collections.sort, you need one of these to be true:
The type must be Comparable (use the 1-arg sort)
A Comparator for the type must be provided (use the 2-args sort)
Related questions
When to use Comparable vs Comparator
Sorting an ArrayList of Contacts
Also, do not use raw types in new code. Raw types are unsafe, and it's provided only for compatibility.
That is, instead of this:
ArrayList peps = new ArrayList(); // BAD!!! No generic safety!
you should've used the typesafe generic declaration like this:
List<People> peps = new ArrayList<People>(); // GOOD!!!
You will then find that your code doesn't even compile!! That would be a good thing, because there IS something wrong with the code (Person does not implements Comparable<Person>), but because you used raw type, the compiler didn't check for this, and instead you get a ClassCastException at run-time!!!
This should convince you to always use typesafe generic types in new code. Always.
See also
What is a raw type and why shouldn't we use it?
For the sake of completeness, here's a simple one-liner compare method:
Collections.sort(people, new Comparator<Person>() {
#Override
public int compare(Person lhs, Person rhs) {
return Integer.signum(lhs.getId() - rhs.getId());
}
});
Java 8 added a new way of making Comparators that reduces the amount of code you have to write, Comparator.comparing. Also check out Comparator.reversed
Here's a sample
import org.junit.Test;
import java.util.ArrayList;
import java.util.Comparator;
import java.util.List;
import static org.junit.Assert.assertTrue;
public class ComparatorTest {
#Test
public void test() {
List<Person> peopleList = new ArrayList<>();
peopleList.add(new Person("A", 1000));
peopleList.add(new Person("B", 1));
peopleList.add(new Person("C", 50));
peopleList.add(new Person("Z", 500));
//sort by name, ascending
peopleList.sort(Comparator.comparing(Person::getName));
assertTrue(peopleList.get(0).getName().equals("A"));
assertTrue(peopleList.get(peopleList.size() - 1).getName().equals("Z"));
//sort by name, descending
peopleList.sort(Comparator.comparing(Person::getName).reversed());
assertTrue(peopleList.get(0).getName().equals("Z"));
assertTrue(peopleList.get(peopleList.size() - 1).getName().equals("A"));
//sort by age, ascending
peopleList.sort(Comparator.comparing(Person::getAge));
assertTrue(peopleList.get(0).getAge() == 1);
assertTrue(peopleList.get(peopleList.size() - 1).getAge() == 1000);
//sort by age, descending
peopleList.sort(Comparator.comparing(Person::getAge).reversed());
assertTrue(peopleList.get(0).getAge() == 1000);
assertTrue(peopleList.get(peopleList.size() - 1).getAge() == 1);
}
class Person {
String name;
int age;
Person(String n, int a) {
name = n;
age = a;
}
public String getName() {
return name;
}
public int getAge() {
return age;
}
public void setName(String name) {
this.name = name;
}
public void setAge(int age) {
this.age = age;
}
}
}
For the sake of completeness.
Using Java8
people.sort(Comparator.comparingInt(People::getId));
if you want in descending order
people.sort(Comparator.comparingInt(People::getId).reversed());
You want to implement Comparable, not Comparator. You need to implement the compareTo method. You're close though. Comparator is a "3rd party" comparison routine. Comparable is that this object can be compared with another.
public int compareTo(Object obj1) {
People that = (People)obj1;
Integer p1 = this.getId();
Integer p2 = that.getid();
if (p1 > p2 ){
return 1;
}
else if (p1 < p2){
return -1;
}
else
return 0;
}
Note, you may want to check for nulls in here for getId..just in case.
Two corrections:
You have to make an ArrayList of People objects:
ArrayList<People> preps = new ArrayList<People>();
After adding the objects to the preps, use:
Collections.sort(preps, new CompareId());
Also, add a CompareId class as:
class CompareId implements Comparator {
public int compare(Object obj1, Object obj2) {
People t1 = (People)obj1;
People t2 = (People)obj2;
if (t1.marks > t2.marks)
return 1;
else
return -1;
}
}
Here's an example of a Comparator that will work for any zero arg method that returns a Comparable. Does something like this exist in a jdk or library?
import java.lang.reflect.Method;
import java.util.Comparator;
public class NamedMethodComparator implements Comparator<Object> {
//
// instance variables
//
private String methodName;
private boolean isAsc;
//
// constructor
//
public NamedMethodComparator(String methodName, boolean isAsc) {
this.methodName = methodName;
this.isAsc = isAsc;
}
/**
* Method to compare two objects using the method named in the constructor.
*/
#Override
public int compare(Object obj1, Object obj2) {
Comparable comp1 = getValue(obj1, methodName);
Comparable comp2 = getValue(obj2, methodName);
if (isAsc) {
return comp1.compareTo(comp2);
} else {
return comp2.compareTo(comp1);
}
}
//
// implementation
//
private Comparable getValue(Object obj, String methodName) {
Method method = getMethod(obj, methodName);
Comparable comp = getValue(obj, method);
return comp;
}
private Method getMethod(Object obj, String methodName) {
try {
Class[] signature = {};
Method method = obj.getClass().getMethod(methodName, signature);
return method;
} catch (Exception exp) {
throw new RuntimeException(exp);
}
}
private Comparable getValue(Object obj, Method method) {
Object[] args = {};
try {
Object rtn = method.invoke(obj, args);
Comparable comp = (Comparable) rtn;
return comp;
} catch (Exception exp) {
throw new RuntimeException(exp);
}
}
}
public static Comparator<JobSet> JobEndTimeComparator = new Comparator<JobSet>() {
public int compare(JobSet j1, JobSet j2) {
int cost1 = j1.cost;
int cost2 = j2.cost;
return cost1-cost2;
}
};
The solution can be optimized in following way:
Firstly, use a private inner class as the scope for the fields is to be the enclosing class TestPeople so as the implementation of class People won't get exposed to outer world. This can be understood in terms of creating an APIthat expects a sorted list of people
Secondly, using the Lamba expression(java 8) which reduces the code, hence development effort
Hence code would be as below:
import java.util.ArrayList;
import java.util.Collections;
import java.util.Comparator;
public class TestPeople {
public static void main(String[] args) {
ArrayList<People> peps = new ArrayList<>();// Be specific, to avoid
// classCast Exception
TestPeople test = new TestPeople();
peps.add(test.new People(123, "M", 14.25));
peps.add(test.new People(234, "M", 6.21));
peps.add(test.new People(362, "F", 9.23));
peps.add(test.new People(111, "M", 65.99));
peps.add(test.new People(535, "F", 9.23));
/*
* Collections.sort(peps);
*
* for (int i = 0; i < peps.size(); i++){
* System.out.println(peps.get(i)); }
*/
// The above code can be replaced by followin:
peps.sort((People p1, People p2) -> p1.getid() - p2.getid());
peps.forEach((p) -> System.out.println(" " + p.toString()));
}
private class People {
private int id;
#Override
public String toString() {
return "People [id=" + id + ", info=" + info + ", price=" + price + "]";
}
private String info;
private double price;
public People(int newid, String newinfo, double newprice) {
setid(newid);
setinfo(newinfo);
setprice(newprice);
}
public int getid() {
return id;
}
public void setid(int id) {
this.id = id;
}
public String getinfo() {
return info;
}
public void setinfo(String info) {
this.info = info;
}
public double getprice() {
return price;
}
public void setprice(double price) {
this.price = price;
}
}
}
Here is a lambda version of comparator. This will sort a string list according to length.
Collections.sort(str, (str1, str2) -> {
if(str1.length() < str2.length())
return 1;
else if(str2.length() < str1.length())
return -1;
else
return 0;
});
You should use the overloaded sort(peps, new People()) method
import java.util.ArrayList;
import java.util.Collections;
import java.util.Comparator;
import java.util.List;
public class Test
{
public static void main(String[] args)
{
List<People> peps = new ArrayList<>();
peps.add(new People(123, "M", 14.25));
peps.add(new People(234, "M", 6.21));
peps.add(new People(362, "F", 9.23));
peps.add(new People(111, "M", 65.99));
peps.add(new People(535, "F", 9.23));
Collections.sort(peps, new People().new ComparatorId());
for (int i = 0; i < peps.size(); i++)
{
System.out.println(peps.get(i));
}
}
}
class People
{
private int id;
private String info;
private double price;
public People()
{
}
public People(int newid, String newinfo, double newprice) {
setid(newid);
setinfo(newinfo);
setprice(newprice);
}
public int getid() {
return id;
}
public void setid(int id) {
this.id = id;
}
public String getinfo() {
return info;
}
public void setinfo(String info) {
this.info = info;
}
public double getprice() {
return price;
}
public void setprice(double price) {
this.price = price;
}
class ComparatorId implements Comparator<People>
{
#Override
public int compare(People obj1, People obj2) {
Integer p1 = obj1.getid();
Integer p2 = obj2.getid();
if (p1 > p2) {
return 1;
} else if (p1 < p2){
return -1;
} else {
return 0;
}
}
}
}
Here is my answer for a simple comparator tool
public class Comparator {
public boolean isComparatorRunning = false;
public void compareTableColumns(List<String> tableNames) {
if(!isComparatorRunning) {
isComparatorRunning = true;
try {
for (String schTableName : tableNames) {
Map<String, String> schemaTableMap = ComparatorUtil.getSchemaTableMap(schTableName);
Map<String, ColumnInfo> primaryColMap = ComparatorUtil.getColumnMetadataMap(DbConnectionRepository.getConnectionOne(), schemaTableMap);
Map<String, ColumnInfo> secondaryColMap = ComparatorUtil.getColumnMetadataMap(DbConnectionRepository.getConnectionTwo(), schemaTableMap);
ComparatorUtil.publishColumnInfoOutput("Comparing table : "+ schemaTableMap.get(CompConstants.TABLE_NAME));
compareColumns(primaryColMap, secondaryColMap);
}
} catch (Exception e) {
ComparatorUtil.publishColumnInfoOutput("ERROR"+e.getMessage());
}
isComparatorRunning = false;
}
}
public void compareColumns(Map<String, ColumnInfo> primaryColMap, Map<String, ColumnInfo> secondaryColMap) {
try {
boolean isEqual = true;
for(Map.Entry<String, ColumnInfo> entry : primaryColMap.entrySet()) {
String columnName = entry.getKey();
ColumnInfo primaryColInfo = entry.getValue();
ColumnInfo secondaryColInfo = secondaryColMap.remove(columnName);
if(secondaryColInfo == null) {
// column is not present in Secondary Environment
ComparatorUtil.publishColumnInfoOutput("ALTER", primaryColInfo);
isEqual = false;
continue;
}
if(!primaryColInfo.equals(secondaryColInfo)) {
isEqual = false;
// Column not equal in secondary env
ComparatorUtil.publishColumnInfoOutput("MODIFY", primaryColInfo);
}
}
if(!secondaryColMap.isEmpty()) {
isEqual = false;
for(Map.Entry<String, ColumnInfo> entry : secondaryColMap.entrySet()) {
// column is not present in Primary Environment
ComparatorUtil.publishColumnInfoOutput("DROP", entry.getValue());
}
}
if(isEqual) {
ComparatorUtil.publishColumnInfoOutput("--Exact Match");
}
} catch (Exception e) {
ComparatorUtil.publishColumnInfoOutput("ERROR"+e.getMessage());
}
}
public void compareTableColumnsValues(String primaryTableName, String primaryColumnNames, String primaryCondition, String primaryKeyColumn,
String secTableName, String secColumnNames, String secCondition, String secKeyColumn) {
if(!isComparatorRunning) {
isComparatorRunning = true;
Connection conn1 = DbConnectionRepository.getConnectionOne();
Connection conn2 = DbConnectionRepository.getConnectionTwo();
String query1 = buildQuery(primaryTableName, primaryColumnNames, primaryCondition, primaryKeyColumn);
String query2 = buildQuery(secTableName, secColumnNames, secCondition, secKeyColumn);
try {
Map<String,Map<String, Object>> query1Data = executeAndRefactorData(conn1, query1, primaryKeyColumn);
Map<String,Map<String, Object>> query2Data = executeAndRefactorData(conn2, query2, secKeyColumn);
for(Map.Entry<String,Map<String, Object>> entry : query1Data.entrySet()) {
String key = entry.getKey();
Map<String, Object> value = entry.getValue();
Map<String, Object> secondaryValue = query2Data.remove(key);
if(secondaryValue == null) {
ComparatorUtil.publishColumnValuesInfoOutput("NO SUCH VALUE AVAILABLE IN SECONDARY DB "+ value.toString());
continue;
}
compareMap(value, secondaryValue, key);
}
if(!query2Data.isEmpty()) {
ComparatorUtil.publishColumnValuesInfoOutput("Extra Values in Secondary table "+ ((Map)query2Data.values()).values().toString());
}
} catch (Exception e) {
ComparatorUtil.publishColumnValuesInfoOutput("ERROR"+e.getMessage());
}
isComparatorRunning = false;
}
}
private void compareMap(Map<String, Object> primaryValues, Map<String, Object> secondaryValues, String columnIdentification) {
for(Map.Entry<String, Object> entry : primaryValues.entrySet()) {
String key = entry.getKey();
Object value = entry.getValue();
Object secValue = secondaryValues.get(key);
if(value!=null && secValue!=null && !String.valueOf(value).equalsIgnoreCase(String.valueOf(secValue))) {
ComparatorUtil.publishColumnValuesInfoOutput(columnIdentification+" : Secondary Table does not match value ("+ value +") for column ("+ key+")");
}
if(value==null && secValue!=null) {
ComparatorUtil.publishColumnValuesInfoOutput(columnIdentification+" : Values not available in primary table for column "+ key);
}
if(value!=null && secValue==null) {
ComparatorUtil.publishColumnValuesInfoOutput(columnIdentification+" : Values not available in Secondary table for column "+ key);
}
}
}
private String buildQuery(String tableName, String column, String condition, String keyCol) {
if(!"*".equalsIgnoreCase(column)) {
String[] keyColArr = keyCol.split(",");
for(String key: keyColArr) {
if(!column.contains(key.trim())) {
column+=","+key.trim();
}
}
}
StringBuilder queryBuilder = new StringBuilder();
queryBuilder.append("select "+column+" from "+ tableName);
if(!ComparatorUtil.isNullorEmpty(condition)) {
queryBuilder.append(" where 1=1 and "+condition);
}
return queryBuilder.toString();
}
private Map<String,Map<String, Object>> executeAndRefactorData(Connection connection, String query, String keyColumn) {
Map<String,Map<String, Object>> result = new HashMap<String, Map<String,Object>>();
try {
PreparedStatement preparedStatement = connection.prepareStatement(query);
ResultSet resultSet = preparedStatement.executeQuery();
resultSet.setFetchSize(1000);
if (resultSet != null && !resultSet.isClosed()) {
while (resultSet.next()) {
Map<String, Object> columnValueDetails = new HashMap<String, Object>();
int columnCount = resultSet.getMetaData().getColumnCount();
for (int i=1; i<=columnCount; i++) {
String columnName = String.valueOf(resultSet.getMetaData().getColumnName(i));
Object columnValue = resultSet.getObject(columnName);
columnValueDetails.put(columnName, columnValue);
}
String[] keys = keyColumn.split(",");
String newKey = "";
for(int j=0; j<keys.length; j++) {
newKey += String.valueOf(columnValueDetails.get(keys[j]));
}
result.put(newKey , columnValueDetails);
}
}
} catch (SQLException e) {
ComparatorUtil.publishColumnValuesInfoOutput("ERROR"+e.getMessage());
}
return result;
}
}
Utility Tool for the same
public class ComparatorUtil {
public static Map<String, String> getSchemaTableMap(String tableNameWithSchema) {
if(isNullorEmpty(tableNameWithSchema)) {
return null;
}
Map<String, String> result = new LinkedHashMap<>();
int index = tableNameWithSchema.indexOf(".");
String schemaName = tableNameWithSchema.substring(0, index);
String tableName = tableNameWithSchema.substring(index+1);
result.put(CompConstants.SCHEMA_NAME, schemaName);
result.put(CompConstants.TABLE_NAME, tableName);
return result;
}
public static Map<String, ColumnInfo> getColumnMetadataMap(Connection conn, Map<String, String> schemaTableMap) {
try {
String schemaName = schemaTableMap.get(CompConstants.SCHEMA_NAME);
String tableName = schemaTableMap.get(CompConstants.TABLE_NAME);
ResultSet resultSetConnOne = conn.getMetaData().getColumns(null, schemaName, tableName, null);
Map<String, ColumnInfo> resultSetTwoColInfo = getColumnInfo(schemaName, tableName, resultSetConnOne);
return resultSetTwoColInfo;
} catch (SQLException e) {
e.printStackTrace();
}
return null;
}
/* Number Type mapping
* 12-----VARCHAR
* 3-----DECIMAL
* 93-----TIMESTAMP
* 1111-----OTHER
*/
public static Map<String, ColumnInfo> getColumnInfo(String schemaName, String tableName, ResultSet columns) {
try {
Map<String, ColumnInfo> tableColumnInfo = new LinkedHashMap<String, ColumnInfo>();
while (columns.next()) {
ColumnInfo columnInfo = new ColumnInfo();
columnInfo.setSchemaName(schemaName);
columnInfo.setTableName(tableName);
columnInfo.setColumnName(columns.getString("COLUMN_NAME"));
columnInfo.setDatatype(columns.getString("DATA_TYPE"));
columnInfo.setColumnsize(columns.getString("COLUMN_SIZE"));
columnInfo.setDecimaldigits(columns.getString("DECIMAL_DIGITS"));
columnInfo.setIsNullable(columns.getString("IS_NULLABLE"));
tableColumnInfo.put(columnInfo.getColumnName(), columnInfo);
}
return tableColumnInfo;
} catch (Exception e) {
e.printStackTrace();
}
return null;
}
public static boolean isNullOrEmpty(Object obj) {
if (obj == null)
return true;
if (String.valueOf(obj).equalsIgnoreCase("NULL"))
return true;
if (obj.toString().trim().length() == 0)
return true;
return false;
}
public static boolean isNullorEmpty(String str) {
if(str == null)
return true;
if(str.trim().length() == 0)
return true;
return false;
}
public static void publishColumnInfoOutput(String type, ColumnInfo columnInfo) {
String str = "ALTER TABLE "+columnInfo.getSchemaName()+"."+columnInfo.getTableName();
switch(type.toUpperCase()) {
case "ALTER":
if("NUMBER".equalsIgnoreCase(columnInfo.getDatatype()) || "DATE".equalsIgnoreCase(columnInfo.getDatatype())) {
str += " ADD ("+columnInfo.getColumnName()+" "+ columnInfo.getDatatype()+");";
} else {
str += " ADD ("+columnInfo.getColumnName()+" "+ columnInfo.getDatatype() +"("+columnInfo.getColumnsize()+"));";
}
break;
case "DROP":
str += " DROP ("+columnInfo.getColumnName()+");";
break;
case "MODIFY":
if("NUMBER".equalsIgnoreCase(columnInfo.getDatatype()) || "DATE".equalsIgnoreCase(columnInfo.getDatatype())) {
str += " MODIFY ("+columnInfo.getColumnName()+" "+ columnInfo.getDatatype()+");";
} else {
str += " MODIFY ("+columnInfo.getColumnName()+" "+ columnInfo.getDatatype() +"("+columnInfo.getColumnsize()+"));";
}
break;
}
publishColumnInfoOutput(str);
}
public static Map<Integer, String> allJdbcTypeName = null;
public static Map<Integer, String> getAllJdbcTypeNames() {
Map<Integer, String> result = new HashMap<Integer, String>();
if(allJdbcTypeName != null)
return allJdbcTypeName;
try {
for (Field field : java.sql.Types.class.getFields()) {
result.put((Integer) field.get(null), field.getName());
}
} catch (Exception e) {
e.printStackTrace();
}
return allJdbcTypeName=result;
}
public static String getStringPlaces(String[] attribs) {
String params = "";
for(int i=0; i<attribs.length; i++) { params += "?,"; }
return params.substring(0, params.length()-1);
}
}
Column Info Class
public class ColumnInfo {
private String schemaName;
private String tableName;
private String columnName;
private String datatype;
private String columnsize;
private String decimaldigits;
private String isNullable;
If you are using Java 8 then it's better to use below code like this:
Comparator<People> comparator = Comparator.comparing(People::getName);
And then simply use:
Collections.sort(list, comparator);
If you are using Java 7 or below then you can use a comparator for customized sorting order by implementing compare method.
For example:
import java.util.Comparator;
public class PeopleNameComparator implements Comparator<People> {
#Override
public int compare(People people1, People people2) {
return people1.getName().compareTo(people2.getName());
}
}
And then simply use like this:
Collections.sort(list, new PeopleNameComparator);
Do not waste time implementing Sorting Algorithm by your own. Instead use Collections.sort() to sort data.