How Locale could be used in multithreaded application to improve performance - java

In my application I have a method which is called by multiple threads simultaneously. Each thread calls this method many times while running.
private Locale trLoc = new Locale("tr", "TR");
public double calculate(String arg1){
arg1 = arg1.toUpperCase(trLoc);
...
}
This method makes a String.toUpperString(Locale) call which causes a bottleneck because of the HashTable usage within the Locale class. Each thread waits other one while toUpperCase method operates. This situation slows down my application up to three times.
Is there something I'm missing with the usage of the Locale or I must use another class for the same purpose?
Thanks in advance.

After short exploring it looks like JDK can't help you. I suggest get java.lang.ConditionalSpecialCasing class, copy it and fix problem with Hashtable. You may replace Hashtable with HashMap. I do not see any reason for using Hashtable here.

Edit: The solution bellow won't actually work, because the problematic HashTable in the java.lang.ConditionalSpecialCasing class is static and will still be shared by all threads. I suggest that you accept sibnick's answer instead of mine.
One simple solution would be to make trLoc a ThreadLocal: a new instance will be automatically created for each thread (as needed). This will work fine if you have a thread pool or similar: you will only create as many instances of Locale as you have threads in your pool, which should be quite reasonable. And since each thread will access a different instance of Locale, you will no longer have contention to access the synchronized HashTable.
private ThreadLocal<Locale> trLoc = new ThreadLocal<Locale>() {
#Override
protected Locale initialValue() {
return new Locale("tr", "TR");
}
};
public double calculate(String arg1){
arg1 = arg1.toUpperCase(trLoc.get());
...
}

Based on the answer from #sibnick I runned some a JMH benchmark.
upperCaseEN uses Local.ENGLISH
upperCaseTR uses new Locale("tr", "TR")
JDK 8
Benchmark Mode Samples Score Score error Units
s.o.MyBenchmark.upperCaseEN thrpt 25 9680.129 89.485 ops/ms
s.o.MyBenchmark.upperCaseTR thrpt 25 992.973 6.306 ops/ms
JDK 8 patched
Using a patched ConditionalSpecialCasing class using HashMap instead of Hashtable
Benchmark Mode Samples Score Score error Units
s.o.MyBenchmark.upperCaseTR thrpt 25 3331.277 77.691 ops/ms
Another solution could be to first scan the string if it contains a lowercase i. As this seems to be the only character which needs a special handling for toUpperCase in Turkish locale.
if (state.lowercase.contains("i")) {
uppercase = lowercase.toUpperCase(TR_LOCALE));
} else {
uppercase = lowercase.toUpperCase(EN_LOCALE));
}
Which improves the performance already.
Benchmark Mode Samples Score Score error Units
s.o.MyBenchmark.upperCasePatchedTR thrpt 25 8753.116 51.582 ops/ms
edit The code for the benchmarks can be found at
https://github.com/SubOptimal/stackoverflow-answers/tree/master/question-31987777

Building on SubOptimal's suggest of scanning for lowercase 'i', I have have tried a bit code to replace i with an innocuous character, to upper case, and the substituting back. My dodgy performance test does not show a great improvement in speed, YMMV. Do test performance with JMH instead, but you already knew that.
I then had a go at a table based approach. That is fast as expected.
As always, code for information only. Barely tested.
import java.util.*;
import java.util.concurrent.atomic.*;
public class Benchmark {
// Substitute i Turkish toUpperCase.
public static String toUpperCase(String str) {
int index = str.indexOf('i');
if (index == -1) {
return str.toUpperCase(tr);
} else {
char[] array = str.toCharArray();
char[] localised = toUpperCase(array, index);
return String.valueOf(localised);
}
}
private static char[] toUpperCase(char[] array, int index) {
array[index] = 'X';
int next = indexOf('i', array, index+1);
final char[] localised;
if (next == -1) {
String upper = String.valueOf(array).toUpperCase(tr);
int len = upper.length();
if (len == array.length) {
localised = array;
upper.getChars(0, len, localised, 0);
} else {
localised = upper.toCharArray();
}
} else {
localised = toUpperCase(array, next);
}
localised[index] = '\u0130';
return localised;
}
private static int indexOf(char c, char[] array, int off) {
while (off<array.length && array[off] != c) {
++off;
}
return off==array.length ? -1 : off;
}
// Table-based Turkish toUpperCase.
private static final int limit = 1<<9;
private static final char[] table;
static {
Locale locale = new Locale("tr", "TR");
table = new char[limit];
char[] buff = { ' ' };
for (int c=0; c<limit; ++c) {
buff[0] = (char)c;
String upper = String.valueOf(buff).toUpperCase(locale);
if (upper.length() != 1 && c != 223 && c != 329 && c != 496) { // es zett etc
throw new Error("do not run: "+c);
}
table[c] = upper.charAt(0);
}
}
public static String tableToUpperCase(String str) {
int len = str.length();
char[] buff = new char[len];
int i;
for (i=0; i<len; ++i) {
char c = str.charAt(i);
if (c >= limit || c == 223 || c == 329 || c == 496) {
break;
}
buff[i] = table[c];
}
return i==len ? String.valueOf(buff) : str.toUpperCase(tr);
}
// Ropey benchmark.
private static final Locale tr =
new Locale("tr", "TR");
//Locale.ENGLISH;
public static void main(String[] args) {
System.err.println("friingi".toUpperCase(tr));
System.err.println(toUpperCase("friingi"));
int total = 0;
for (int i=0; i<5; ++i) {
long start = System.nanoTime();
total += run();
long time = System.nanoTime()-start;
System.err.println(time/1000_000_000.0);
}
System.err.println(total);
}
private static int run() {
AtomicInteger total = new AtomicInteger(0);
List<Thread> threads = new ArrayList<>();
for (int i=0; i<100; ++i) {
threads.add(new Thread(() -> {
total.addAndGet(runOne());
}));
}
threads.forEach(Thread::start);
threads.forEach(thread -> {
try {
thread.join();
} catch (Exception exc) {
throw new Error(exc);
}
});
return total.get();
}
private static int runOne() {
int sum = 0;
for (int i=0; i<10_000; ++i) {
sum +=
/**/
tableToUpperCase("fringe")
//toUpperCase("fringe")
/*/
"fringe".toUpperCase(tr)
/**/
.length();
}
return sum;
}
}

Related

How to convert string in a txt document to code? [duplicate]

I have a string like the following:
String str = "4*5";
Now I have to get the result of 20 by using the string.
I know in some other languages the eval() function will do this.
How can I do this in Java?
You can use the ScriptEngine class and evaluate it as a Javascript string.
ScriptEngineManager manager = new ScriptEngineManager();
ScriptEngine engine = manager.getEngineByName("js");
Object result = engine.eval("4*5");
There may be a better way, but this one works.
There is no standard Java class or method that will do what you want. Your options include:
Select and use some third-party expression evaluation library. For example JEL or any of the half dozen libraries listed here.
Wrap the expression in the Java source code for a class with an eval method, send that to the Java compiler, and then load the resulting compiled class.
Use some scripting language that can be called from Java as an expression evaluator. Possibilities include Javascript1, BeanShell, and so on. A JSR 223 compliant scripting language implementation can be called via the Scripting API.
Write your own expression evaluator from scratch.
The first approach is probably simplest. The second and third approaches are a potential security risk if you get the expression to be evaluated from an untrusted user. (Think code injection.)
1 - Javascript in Java SE is a moving target. From Java 6, a version of Mozilla's Rhino Javascript implementation was bundled with Java SE. The in Java 8, it was superseded by Nashorn. In Java 11, Nashorn was deprecated, and finally dropped from the core codebase. As of 2021, both Rhino and Nashorn are being maintained as separate (non-Oracle) products, and Oracle's GraalVM has its own Javascript implementation.
There are very few real use cases in which being able to evaluate a String as a fragment of Java code is necessary or desirable. That is, asking how to do this is really an XY problem: you actually have a different problem, which can be solved a different way.
First ask yourself, where did this String that you wish to evaluate come from? Did another part of your program generate it, or was it input provided by the user?
Another part of my program generated it: so, you want one part of your program to decide the kind of operation to perform, but not perform the operation, and a second part that performs the chosen operation. Instead of generating and then evaluating a String, use the Strategy, Command or Builder design pattern, as appropriate for your particular case.
It is user input: the user could input anything, including commands that, when executed, could cause your program to misbehave, crash, expose information that should be secret, damage persistent information (such as the content of a database), and other such nastiness. The only way to prevent that would be to parse the String yourself, check it was not malicious, and then evaluate it. But parsing it yourself is much of the work that the requested evalfunction would do, so you have saved yourself nothing. Worse still, checking that arbitrary Java was not malicious is impossible, because checking that is the halting problem.
It is user input, but the syntax and semantics of permitted text to evaluate is greatly restricted: No general purpose facility can easily implement a general purpose parser and evaluator for whatever restricted syntax and semantics you have chosen. What you need to do is implement a parser and evaluator for your chosen syntax and semantics. If the task is simple, you could write a simple recursive-descent or finite-state-machine parser by hand. If the task is difficult, you could use a compiler-compiler (such as ANTLR) to do some of the work for you.
I just want to implement a desktop calculator!: A homework assignment, eh? If you could implement the evaluation of the input expression using a provided eval function, it would not be much of a homework assignment, would it? Your program would be three lines long. Your instructor probably expects you to write the code for a simple arithmetic parser/evaluator. There is well known algorithm, shunting-yard, which you might find useful.
With Java 9, we get access to jshell, so one can write something like this:
import jdk.jshell.JShell;
import java.lang.StringBuilder;
import java.io.BufferedReader;
import java.io.InputStreamReader;
import java.io.IOException;
public class Eval {
public static void main(String[] args) throws IOException {
try(JShell js = JShell.create(); BufferedReader br = new BufferedReader(new InputStreamReader(System.in))) {
js.onSnippetEvent(snip -> {
if (snip.status() == jdk.jshell.Snippet.Status.VALID) {
System.out.println("➜ " + snip.value());
}
});
System.out.print("> ");
for (String line = br.readLine(); line != null; line = br.readLine()) {
js.eval(js.sourceCodeAnalysis().analyzeCompletion(line).source());
System.out.print("> ");
}
}
}
}
Sample run:
> 1 + 2 / 4 * 3
➜ 1
> 32 * 121
➜ 3872
> 4 * 5
➜ 20
> 121 * 51
➜ 6171
>
Slightly op, but that's what Java currently has to offer
I could advise you to use Exp4j. It is easy to understand as you can see from the following example code:
Expression e = new ExpressionBuilder("3 * sin(y) - 2 / (x - 2)")
.variables("x", "y")
.build()
.setVariable("x", 2.3)
.setVariable("y", 3.14);
double result = e.evaluate();
No, you can not have a generic "eval" in Java (or any compiled language). Unless you're willing to write a Java compiler AND a JVM to be executed inside of your Java program.
Yes, you can have some library to evaluate numeric algebraic expressions like the one above - see this thread for discussion.
As previous answers, there is no standard API in Java for this.
You can add groovy jar files to your path and groovy.util.Eval.me("4*5") gets your job done.
A fun way to solve your problem could be coding an eval() function on your own!
I've done it for you!
You can use FunctionSolver library simply by typing FunctionSolver.solveByX(function,value) inside your code. The function attribute is a String which represents the function you want to solve, the value attribute is the value of the independent variable
of your function (which MUST be x).
If you want to solve a function which contains more than one independent variable, you can use FunctionSolver.solve(function,values) where the values attribute is an HashMap(String,Double) which contains all your independent attributes (as Strings) and their respective values (as Doubles).
Another piece of information: I've coded a simple version of FunctionSolver, so its supports only Math methods which return a double value and which accepts one or two double values as fields (just use FunctionSolver.usableMathMethods() if you're curious) (These methods are: bs, sin, cos, tan, atan2, sqrt, log, log10, pow, exp, min, max, copySign, signum, IEEEremainder, acos, asin, atan, cbrt, ceil, cosh, expm1, floor, hypot, log1p, nextAfter, nextDown, nextUp, random, rint, sinh, tanh, toDegrees, toRadians, ulp). Also, that library supports the following operators: * / + - ^ (even if java normally does not support the ^ operator).
One last thing: while creating this library I had to use reflections to call Math methods. I think it's really cool, just have a look at this if you are interested in!
That's all, here it is the code (and the library):
package core;
import java.lang.reflect.InvocationTargetException;
import java.lang.reflect.Method;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.HashMap;
public abstract class FunctionSolver {
public static double solveNumericExpression (String expression) throws NoSuchMethodException, IllegalAccessException, IllegalArgumentException, InvocationTargetException {
return solve(expression, new HashMap<>());
}
public static double solveByX (String function, double value) throws NoSuchMethodException, IllegalAccessException, IllegalArgumentException, InvocationTargetException {
HashMap<String, Double> values = new HashMap<>();
values.put("x", value);
return solveComplexFunction(function, function, values);
}
public static double solve (String function, HashMap<String,Double> values) throws NoSuchMethodException, IllegalAccessException, IllegalArgumentException, InvocationTargetException {
return solveComplexFunction(function, function, values);
}
private static double solveComplexFunction (String function, String motherFunction, HashMap<String, Double> values) throws NoSuchMethodException, IllegalAccessException, IllegalArgumentException, InvocationTargetException {
int position = 0;
while(position < function.length()) {
if (alphabetic.contains(""+function.charAt(position))) {
if (position == 0 || !alphabetic.contains(""+function.charAt(position-1))) {
int endIndex = -1;
for (int j = position ; j < function.length()-1 ; j++) {
if (alphabetic.contains(""+function.charAt(j))
&& !alphabetic.contains(""+function.charAt(j+1))) {
endIndex = j;
break;
}
}
if (endIndex == -1 & alphabetic.contains(""+function.charAt(function.length()-1))) {
endIndex = function.length()-1;
}
if (endIndex != -1) {
String alphabeticElement = function.substring(position, endIndex+1);
if (Arrays.asList(usableMathMethods()).contains(alphabeticElement)) {
//Start analyzing a Math function
int closeParenthesisIndex = -1;
int openedParenthesisquantity = 0;
int commaIndex = -1;
for (int j = endIndex+1 ; j < function.length() ; j++) {
if (function.substring(j,j+1).equals("(")) {
openedParenthesisquantity++;
}else if (function.substring(j,j+1).equals(")")) {
openedParenthesisquantity--;
if (openedParenthesisquantity == 0) {
closeParenthesisIndex = j;
break;
}
}else if (function.substring(j,j+1).equals(",") & openedParenthesisquantity == 0) {
if (commaIndex == -1) {
commaIndex = j;
}else{
throw new IllegalArgumentException("The argument of math function (which is "+alphabeticElement+") has too many commas");
}
}
}
if (closeParenthesisIndex == -1) {
throw new IllegalArgumentException("The argument of a Math function (which is "+alphabeticElement+") hasn't got the closing bracket )");
}
String functionArgument = function.substring(endIndex+2,closeParenthesisIndex);
if (commaIndex != -1) {
double firstParameter = solveComplexFunction(functionArgument.substring(0,commaIndex),motherFunction,values);
double secondParameter = solveComplexFunction(functionArgument.substring(commaIndex+1),motherFunction,values);
Method mathMethod = Math.class.getDeclaredMethod(alphabeticElement, new Class<?>[] {double.class, double.class});
mathMethod.setAccessible(true);
String newKey = getNewKey(values);
values.put(newKey, (Double) mathMethod.invoke(null, firstParameter, secondParameter));
function = function.substring(0, position)+newKey
+((closeParenthesisIndex == function.length()-1)?(""):(function.substring(closeParenthesisIndex+1)));
}else {
double firstParameter = solveComplexFunction(functionArgument, motherFunction, values);
Method mathMethod = Math.class.getDeclaredMethod(alphabeticElement, new Class<?>[] {double.class});
mathMethod.setAccessible(true);
String newKey = getNewKey(values);
values.put(newKey, (Double) mathMethod.invoke(null, firstParameter));
function = function.substring(0, position)+newKey
+((closeParenthesisIndex == function.length()-1)?(""):(function.substring(closeParenthesisIndex+1)));
}
}else if (!values.containsKey(alphabeticElement)) {
throw new IllegalArgumentException("Found a group of letters ("+alphabeticElement+") which is neither a variable nor a Math function: ");
}
}
}
}
position++;
}
return solveBracketsFunction(function,motherFunction,values);
}
private static double solveBracketsFunction (String function,String motherFunction,HashMap<String, Double> values) throws IllegalArgumentException{
function = function.replace(" ", "");
String openingBrackets = "([{";
String closingBrackets = ")]}";
int parenthesisIndex = 0;
do {
int position = 0;
int openParenthesisBlockIndex = -1;
String currentOpeningBracket = openingBrackets.charAt(parenthesisIndex)+"";
String currentClosingBracket = closingBrackets.charAt(parenthesisIndex)+"";
if (contOccouranceIn(currentOpeningBracket,function) != contOccouranceIn(currentClosingBracket,function)) {
throw new IllegalArgumentException("Error: brackets are misused in the function "+function);
}
while (position < function.length()) {
if (function.substring(position,position+1).equals(currentOpeningBracket)) {
if (position != 0 && !operators.contains(function.substring(position-1,position))) {
throw new IllegalArgumentException("Error in function: there must be an operator following a "+currentClosingBracket+" breacket");
}
openParenthesisBlockIndex = position;
}else if (function.substring(position,position+1).equals(currentClosingBracket)) {
if (position != function.length()-1 && !operators.contains(function.substring(position+1,position+2))) {
throw new IllegalArgumentException("Error in function: there must be an operator before a "+currentClosingBracket+" breacket");
}
String newKey = getNewKey(values);
values.put(newKey, solveBracketsFunction(function.substring(openParenthesisBlockIndex+1,position),motherFunction, values));
function = function.substring(0,openParenthesisBlockIndex)+newKey
+((position == function.length()-1)?(""):(function.substring(position+1)));
position = -1;
}
position++;
}
parenthesisIndex++;
}while (parenthesisIndex < openingBrackets.length());
return solveBasicFunction(function,motherFunction, values);
}
private static double solveBasicFunction (String function, String motherFunction, HashMap<String, Double> values) throws IllegalArgumentException{
if (!firstContainsOnlySecond(function, alphanumeric+operators)) {
throw new IllegalArgumentException("The function "+function+" is not a basic function");
}
if (function.contains("**") |
function.contains("//") |
function.contains("--") |
function.contains("+*") |
function.contains("+/") |
function.contains("-*") |
function.contains("-/")) {
/*
* ( -+ , +- , *- , *+ , /- , /+ )> Those values are admitted
*/
throw new IllegalArgumentException("Operators are misused in the function");
}
function = function.replace(" ", "");
int position;
int operatorIndex = 0;
String currentOperator;
do {
currentOperator = operators.substring(operatorIndex,operatorIndex+1);
if (currentOperator.equals("*")) {
currentOperator+="/";
operatorIndex++;
}else if (currentOperator.equals("+")) {
currentOperator+="-";
operatorIndex++;
}
operatorIndex++;
position = 0;
while (position < function.length()) {
if ((position == 0 && !(""+function.charAt(position)).equals("-") && !(""+function.charAt(position)).equals("+") && operators.contains(""+function.charAt(position))) ||
(position == function.length()-1 && operators.contains(""+function.charAt(position)))){
throw new IllegalArgumentException("Operators are misused in the function");
}
if (currentOperator.contains(function.substring(position, position+1)) & position != 0) {
int firstTermBeginIndex = position;
while (firstTermBeginIndex > 0) {
if ((alphanumeric.contains(""+function.charAt(firstTermBeginIndex))) & (operators.contains(""+function.charAt(firstTermBeginIndex-1)))){
break;
}
firstTermBeginIndex--;
}
if (firstTermBeginIndex != 0 && (function.charAt(firstTermBeginIndex-1) == '-' | function.charAt(firstTermBeginIndex-1) == '+')) {
if (firstTermBeginIndex == 1) {
firstTermBeginIndex--;
}else if (operators.contains(""+(function.charAt(firstTermBeginIndex-2)))){
firstTermBeginIndex--;
}
}
String firstTerm = function.substring(firstTermBeginIndex,position);
int secondTermLastIndex = position;
while (secondTermLastIndex < function.length()-1) {
if ((alphanumeric.contains(""+function.charAt(secondTermLastIndex))) & (operators.contains(""+function.charAt(secondTermLastIndex+1)))) {
break;
}
secondTermLastIndex++;
}
String secondTerm = function.substring(position+1,secondTermLastIndex+1);
double result;
switch (function.substring(position,position+1)) {
case "*": result = solveSingleValue(firstTerm,values)*solveSingleValue(secondTerm,values); break;
case "/": result = solveSingleValue(firstTerm,values)/solveSingleValue(secondTerm,values); break;
case "+": result = solveSingleValue(firstTerm,values)+solveSingleValue(secondTerm,values); break;
case "-": result = solveSingleValue(firstTerm,values)-solveSingleValue(secondTerm,values); break;
case "^": result = Math.pow(solveSingleValue(firstTerm,values),solveSingleValue(secondTerm,values)); break;
default: throw new IllegalArgumentException("Unknown operator: "+currentOperator);
}
String newAttribute = getNewKey(values);
values.put(newAttribute, result);
function = function.substring(0,firstTermBeginIndex)+newAttribute+function.substring(secondTermLastIndex+1,function.length());
deleteValueIfPossible(firstTerm, values, motherFunction);
deleteValueIfPossible(secondTerm, values, motherFunction);
position = -1;
}
position++;
}
}while (operatorIndex < operators.length());
return solveSingleValue(function, values);
}
private static double solveSingleValue (String singleValue, HashMap<String, Double> values) throws IllegalArgumentException{
if (isDouble(singleValue)) {
return Double.parseDouble(singleValue);
}else if (firstContainsOnlySecond(singleValue, alphabetic)){
return getValueFromVariable(singleValue, values);
}else if (firstContainsOnlySecond(singleValue, alphanumeric+"-+")) {
String[] composition = splitByLettersAndNumbers(singleValue);
if (composition.length != 2) {
throw new IllegalArgumentException("Wrong expression: "+singleValue);
}else {
if (composition[0].equals("-")) {
composition[0] = "-1";
}else if (composition[1].equals("-")) {
composition[1] = "-1";
}else if (composition[0].equals("+")) {
composition[0] = "+1";
}else if (composition[1].equals("+")) {
composition[1] = "+1";
}
if (isDouble(composition[0])) {
return Double.parseDouble(composition[0])*getValueFromVariable(composition[1], values);
}else if (isDouble(composition[1])){
return Double.parseDouble(composition[1])*getValueFromVariable(composition[0], values);
}else {
throw new IllegalArgumentException("Wrong expression: "+singleValue);
}
}
}else {
throw new IllegalArgumentException("Wrong expression: "+singleValue);
}
}
private static double getValueFromVariable (String variable, HashMap<String, Double> values) throws IllegalArgumentException{
Double val = values.get(variable);
if (val == null) {
throw new IllegalArgumentException("Unknown variable: "+variable);
}else {
return val;
}
}
/*
* FunctionSolver help tools:
*
*/
private static final String alphabetic = "abcdefghilmnopqrstuvzwykxy";
private static final String numeric = "0123456789.";
private static final String alphanumeric = alphabetic+numeric;
private static final String operators = "^*/+-"; //--> Operators order in important!
private static boolean firstContainsOnlySecond(String firstString, String secondString) {
for (int j = 0 ; j < firstString.length() ; j++) {
if (!secondString.contains(firstString.substring(j, j+1))) {
return false;
}
}
return true;
}
private static String getNewKey (HashMap<String, Double> hashMap) {
String alpha = "abcdefghilmnopqrstuvzyjkx";
for (int j = 0 ; j < alpha.length() ; j++) {
String k = alpha.substring(j,j+1);
if (!hashMap.containsKey(k) & !Arrays.asList(usableMathMethods()).contains(k)) {
return k;
}
}
for (int j = 0 ; j < alpha.length() ; j++) {
for (int i = 0 ; i < alpha.length() ; i++) {
String k = alpha.substring(j,j+1)+alpha.substring(i,i+1);
if (!hashMap.containsKey(k) & !Arrays.asList(usableMathMethods()).contains(k)) {
return k;
}
}
}
throw new NullPointerException();
}
public static String[] usableMathMethods () {
/*
* Only methods that:
* return a double type
* present one or two parameters (which are double type)
*/
Method[] mathMethods = Math.class.getDeclaredMethods();
ArrayList<String> usableMethodsNames = new ArrayList<>();
for (Method method : mathMethods) {
boolean usable = true;
int argumentsCounter = 0;
Class<?>[] methodParametersTypes = method.getParameterTypes();
for (Class<?> parameter : methodParametersTypes) {
if (!parameter.getSimpleName().equalsIgnoreCase("double")) {
usable = false;
break;
}else {
argumentsCounter++;
}
}
if (!method.getReturnType().getSimpleName().toLowerCase().equals("double")) {
usable = false;
}
if (usable & argumentsCounter<=2) {
usableMethodsNames.add(method.getName());
}
}
return usableMethodsNames.toArray(new String[usableMethodsNames.size()]);
}
private static boolean isDouble (String number) {
try {
Double.parseDouble(number);
return true;
}catch (Exception ex) {
return false;
}
}
private static String[] splitByLettersAndNumbers (String val) {
if (!firstContainsOnlySecond(val, alphanumeric+"+-")) {
throw new IllegalArgumentException("Wrong passed value: <<"+val+">>");
}
ArrayList<String> response = new ArrayList<>();
String searchingFor;
int lastIndex = 0;
if (firstContainsOnlySecond(""+val.charAt(0), numeric+"+-")) {
searchingFor = alphabetic;
}else {
searchingFor = numeric+"+-";
}
for (int j = 0 ; j < val.length() ; j++) {
if (searchingFor.contains(val.charAt(j)+"")) {
response.add(val.substring(lastIndex, j));
lastIndex = j;
if (searchingFor.equals(numeric+"+-")) {
searchingFor = alphabetic;
}else {
searchingFor = numeric+"+-";
}
}
}
response.add(val.substring(lastIndex,val.length()));
return response.toArray(new String[response.size()]);
}
private static void deleteValueIfPossible (String val, HashMap<String, Double> values, String function) {
if (values.get(val) != null & function != null) {
if (!function.contains(val)) {
values.remove(val);
}
}
}
private static int contOccouranceIn (String howManyOfThatString, String inThatString) {
return inThatString.length() - inThatString.replace(howManyOfThatString, "").length();
}
}
Writing your own library is not that hard as u might thing. Here is link for Shunting-yard algorithm with step by step algorithm explenation. Although, you will have to parse the input for tokens first.
There are 2 other questions wich can give you some information too:
Turn a String into a Math Expression?
What's a good library for parsing mathematical expressions in java?
As there are many answers, I'm adding my implementation on top of eval() method with some additional features like support for factorial, evaluating complex expressions etc.
package evaluation;
import java.math.BigInteger;
import java.util.EmptyStackException;
import java.util.Scanner;
import java.util.Stack;
import javax.script.ScriptEngine;
import javax.script.ScriptEngineManager;
import javax.script.ScriptException;
public class EvalPlus {
private static Scanner scanner = new Scanner(System.in);
public static void main(String[] args) {
System.out.println("This Evaluation is based on BODMAS rule\n");
evaluate();
}
private static void evaluate() {
StringBuilder finalStr = new StringBuilder();
System.out.println("Enter an expression to evaluate:");
String expr = scanner.nextLine();
if(isProperExpression(expr)) {
expr = replaceBefore(expr);
char[] temp = expr.toCharArray();
String operators = "(+-*/%)";
for(int i = 0; i < temp.length; i++) {
if((i == 0 && temp[i] != '*') || (i == temp.length-1 && temp[i] != '*' && temp[i] != '!')) {
finalStr.append(temp[i]);
} else if((i > 0 && i < temp.length -1) || (i==temp.length-1 && temp[i] == '!')) {
if(temp[i] == '!') {
StringBuilder str = new StringBuilder();
for(int k = i-1; k >= 0; k--) {
if(Character.isDigit(temp[k])) {
str.insert(0, temp[k] );
} else {
break;
}
}
Long prev = Long.valueOf(str.toString());
BigInteger val = new BigInteger("1");
for(Long j = prev; j > 1; j--) {
val = val.multiply(BigInteger.valueOf(j));
}
finalStr.setLength(finalStr.length() - str.length());
finalStr.append("(" + val + ")");
if(temp.length > i+1) {
char next = temp[i+1];
if(operators.indexOf(next) == -1) {
finalStr.append("*");
}
}
} else {
finalStr.append(temp[i]);
}
}
}
expr = finalStr.toString();
if(expr != null && !expr.isEmpty()) {
ScriptEngineManager mgr = new ScriptEngineManager();
ScriptEngine engine = mgr.getEngineByName("JavaScript");
try {
System.out.println("Result: " + engine.eval(expr));
evaluate();
} catch (ScriptException e) {
System.out.println(e.getMessage());
}
} else {
System.out.println("Please give an expression");
evaluate();
}
} else {
System.out.println("Not a valid expression");
evaluate();
}
}
private static String replaceBefore(String expr) {
expr = expr.replace("(", "*(");
expr = expr.replace("+*", "+").replace("-*", "-").replace("**", "*").replace("/*", "/").replace("%*", "%");
return expr;
}
private static boolean isProperExpression(String expr) {
expr = expr.replaceAll("[^()]", "");
char[] arr = expr.toCharArray();
Stack<Character> stack = new Stack<Character>();
int i =0;
while(i < arr.length) {
try {
if(arr[i] == '(') {
stack.push(arr[i]);
} else {
stack.pop();
}
} catch (EmptyStackException e) {
stack.push(arr[i]);
}
i++;
}
return stack.isEmpty();
}
}
Please find the updated gist anytime here. Also comment if any issues are there. Thanks.
There are some perfectly capable answers here. However for non-trivial script it may be desirable to retain the code in a cache, or for debugging purposes, or even to have dynamically self-updating code.
To that end, sometimes it's simpler or more robust to interact with Java via command line. Create a temporary directory, output your script and any assets, create the jar. Finally import your new code.
It's a bit beyond the scope of normal eval() use in most languages, though you could certainly implement eval by returning the result from some function in your jar.
Still, thought I'd mention this method as it does fully encapsulate everything Java can do without 3rd party tools, in case of desperation. This method allows me to turn HTML templates into objects and save them, avoiding the need to parse a template at runtime.
import java.util.ArrayList;
import java.util.List;
import java.util.ListIterator;
class Calculate {
public static void main(String[] args) {
String strng = "8*-2*3*-1*10/2+6-2";
String[] oparator = {"+","-","*","/"};
List<String> op1 = new ArrayList<>();
String[] x = strng.split("");
int sayac=0;
for (String i : x) {
sayac ++;
for (String c : oparator) {
if (i.equals(c)) {
try {
int j = Integer.parseInt(strng.substring(0, sayac - 1));
op1.add(strng.substring(0, sayac - 1));
op1.add(c);
strng = strng.substring(sayac);
sayac = 0;
}catch (Exception e)
{
continue;
}
}
}
}
op1.add(strng);
ListIterator<String> it = op1.listIterator();
List<List> newlist = new ArrayList<>() ;
while (it.hasNext()) {
List<String> p= new ArrayList<>();
p.add(String.valueOf(it.nextIndex()));
p.add(it.next());
newlist.add(p);
}
int sayac2=0;
String oparatorvalue = "*";
calculate(sayac2,newlist,oparatorvalue);
String oparatorvalue2 = "/";
calculate(sayac2,newlist,oparatorvalue2);
String oparatorvalue3 = "+";
calculate(sayac2,newlist,oparatorvalue3);
String oparatorvalue4 = "-";
calculate(sayac2,newlist,oparatorvalue4);
System.out.println("Result:"+newlist.get(0).get(1));
}
private static void calculate(int sayac2, List<List> newlist, String oparatorvalue) {
while (sayac2<4){
try{
for (List j : newlist) {
if (j.get(1) == oparatorvalue) {
Integer opindex = newlist.indexOf(j);
Object sayi1 = newlist.get(opindex - 1).get(1);
Object sayi2 = newlist.get(opindex + 1).get(1);
int sonuc=0;
if (oparatorvalue.equals("*")){
sonuc = Integer.parseInt(sayi1.toString()) * Integer.parseInt(sayi2.toString());
}
if (oparatorvalue.equals("/")){
sonuc = Integer.parseInt(sayi1.toString()) / Integer.parseInt(sayi2.toString());
}
if (oparatorvalue.equals("+")){
sonuc = Integer.parseInt(sayi1.toString()) + Integer.parseInt(sayi2.toString());
}
if (oparatorvalue.equals("-")){
sonuc = Integer.parseInt(sayi1.toString()) - Integer.parseInt(sayi2.toString());
}
newlist.remove(opindex - 1);
newlist.remove(opindex - 1);
newlist.remove(opindex - 1);
List<String> sonuclist = new ArrayList<>();
sonuclist.add(String.valueOf(opindex - 1));
sonuclist.add(String.valueOf(sonuc));
newlist.add(opindex - 1, sonuclist);
}}}
catch (Exception e){
continue;
}
sayac2++;}
}
}
If you do not want to import heavy scripting library, you can use SimpleExpressionEvaluator directly into your code
Usage:
Expression.eval("1+2").asString(); // returns "3.0"
Expression.eval("1+2").asInt(); // returns 3
Expression.eval("2>3").asString(); // returns "false"
Expression.eval("2>3").asBoolean(); // returns false
Expression.eval("(3>2)||((2<4)&&(2>1))").asString(); // returns "true"
With variables:
HashMap<String, Object> st = new HashMap<String, Object>();
st.put("a",1);
st.put("b",2);
st.put("c",3);
st.put("d",4);
Expression.eval("a+b", st).asInt(); // or simply asString()
Expression.eval("a>b",st).asBoolean(); // or simply asString()
Expression.eval("(c>b)||((b<d)&&(b>a))",st).asBoolean(); // or simply asString()
Expression.eval("(c>2)||((2<d)&&(b>1))",st).asBoolean(); // or simply asString()
Using ExpressionBuilder:
Expression.expressionBuilder().putSymbol("a",2).putSymbol("b",3).build("(b>a)").evaluate()
The following resolved the issue:
ScriptEngineManager mgr = new ScriptEngineManager();
ScriptEngine engine = mgr.getEngineByName("JavaScript");
String str = "4*5";
System.out.println(engine.eval(str));

Are there equivalents to Python's eval() and exec() in Java? [duplicate]

I have a string like the following:
String str = "4*5";
Now I have to get the result of 20 by using the string.
I know in some other languages the eval() function will do this.
How can I do this in Java?
You can use the ScriptEngine class and evaluate it as a Javascript string.
ScriptEngineManager manager = new ScriptEngineManager();
ScriptEngine engine = manager.getEngineByName("js");
Object result = engine.eval("4*5");
There may be a better way, but this one works.
There is no standard Java class or method that will do what you want. Your options include:
Select and use some third-party expression evaluation library. For example JEL or any of the half dozen libraries listed here.
Wrap the expression in the Java source code for a class with an eval method, send that to the Java compiler, and then load the resulting compiled class.
Use some scripting language that can be called from Java as an expression evaluator. Possibilities include Javascript1, BeanShell, and so on. A JSR 223 compliant scripting language implementation can be called via the Scripting API.
Write your own expression evaluator from scratch.
The first approach is probably simplest. The second and third approaches are a potential security risk if you get the expression to be evaluated from an untrusted user. (Think code injection.)
1 - Javascript in Java SE is a moving target. From Java 6, a version of Mozilla's Rhino Javascript implementation was bundled with Java SE. The in Java 8, it was superseded by Nashorn. In Java 11, Nashorn was deprecated, and finally dropped from the core codebase. As of 2021, both Rhino and Nashorn are being maintained as separate (non-Oracle) products, and Oracle's GraalVM has its own Javascript implementation.
There are very few real use cases in which being able to evaluate a String as a fragment of Java code is necessary or desirable. That is, asking how to do this is really an XY problem: you actually have a different problem, which can be solved a different way.
First ask yourself, where did this String that you wish to evaluate come from? Did another part of your program generate it, or was it input provided by the user?
Another part of my program generated it: so, you want one part of your program to decide the kind of operation to perform, but not perform the operation, and a second part that performs the chosen operation. Instead of generating and then evaluating a String, use the Strategy, Command or Builder design pattern, as appropriate for your particular case.
It is user input: the user could input anything, including commands that, when executed, could cause your program to misbehave, crash, expose information that should be secret, damage persistent information (such as the content of a database), and other such nastiness. The only way to prevent that would be to parse the String yourself, check it was not malicious, and then evaluate it. But parsing it yourself is much of the work that the requested evalfunction would do, so you have saved yourself nothing. Worse still, checking that arbitrary Java was not malicious is impossible, because checking that is the halting problem.
It is user input, but the syntax and semantics of permitted text to evaluate is greatly restricted: No general purpose facility can easily implement a general purpose parser and evaluator for whatever restricted syntax and semantics you have chosen. What you need to do is implement a parser and evaluator for your chosen syntax and semantics. If the task is simple, you could write a simple recursive-descent or finite-state-machine parser by hand. If the task is difficult, you could use a compiler-compiler (such as ANTLR) to do some of the work for you.
I just want to implement a desktop calculator!: A homework assignment, eh? If you could implement the evaluation of the input expression using a provided eval function, it would not be much of a homework assignment, would it? Your program would be three lines long. Your instructor probably expects you to write the code for a simple arithmetic parser/evaluator. There is well known algorithm, shunting-yard, which you might find useful.
With Java 9, we get access to jshell, so one can write something like this:
import jdk.jshell.JShell;
import java.lang.StringBuilder;
import java.io.BufferedReader;
import java.io.InputStreamReader;
import java.io.IOException;
public class Eval {
public static void main(String[] args) throws IOException {
try(JShell js = JShell.create(); BufferedReader br = new BufferedReader(new InputStreamReader(System.in))) {
js.onSnippetEvent(snip -> {
if (snip.status() == jdk.jshell.Snippet.Status.VALID) {
System.out.println("➜ " + snip.value());
}
});
System.out.print("> ");
for (String line = br.readLine(); line != null; line = br.readLine()) {
js.eval(js.sourceCodeAnalysis().analyzeCompletion(line).source());
System.out.print("> ");
}
}
}
}
Sample run:
> 1 + 2 / 4 * 3
➜ 1
> 32 * 121
➜ 3872
> 4 * 5
➜ 20
> 121 * 51
➜ 6171
>
Slightly op, but that's what Java currently has to offer
I could advise you to use Exp4j. It is easy to understand as you can see from the following example code:
Expression e = new ExpressionBuilder("3 * sin(y) - 2 / (x - 2)")
.variables("x", "y")
.build()
.setVariable("x", 2.3)
.setVariable("y", 3.14);
double result = e.evaluate();
No, you can not have a generic "eval" in Java (or any compiled language). Unless you're willing to write a Java compiler AND a JVM to be executed inside of your Java program.
Yes, you can have some library to evaluate numeric algebraic expressions like the one above - see this thread for discussion.
As previous answers, there is no standard API in Java for this.
You can add groovy jar files to your path and groovy.util.Eval.me("4*5") gets your job done.
A fun way to solve your problem could be coding an eval() function on your own!
I've done it for you!
You can use FunctionSolver library simply by typing FunctionSolver.solveByX(function,value) inside your code. The function attribute is a String which represents the function you want to solve, the value attribute is the value of the independent variable
of your function (which MUST be x).
If you want to solve a function which contains more than one independent variable, you can use FunctionSolver.solve(function,values) where the values attribute is an HashMap(String,Double) which contains all your independent attributes (as Strings) and their respective values (as Doubles).
Another piece of information: I've coded a simple version of FunctionSolver, so its supports only Math methods which return a double value and which accepts one or two double values as fields (just use FunctionSolver.usableMathMethods() if you're curious) (These methods are: bs, sin, cos, tan, atan2, sqrt, log, log10, pow, exp, min, max, copySign, signum, IEEEremainder, acos, asin, atan, cbrt, ceil, cosh, expm1, floor, hypot, log1p, nextAfter, nextDown, nextUp, random, rint, sinh, tanh, toDegrees, toRadians, ulp). Also, that library supports the following operators: * / + - ^ (even if java normally does not support the ^ operator).
One last thing: while creating this library I had to use reflections to call Math methods. I think it's really cool, just have a look at this if you are interested in!
That's all, here it is the code (and the library):
package core;
import java.lang.reflect.InvocationTargetException;
import java.lang.reflect.Method;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.HashMap;
public abstract class FunctionSolver {
public static double solveNumericExpression (String expression) throws NoSuchMethodException, IllegalAccessException, IllegalArgumentException, InvocationTargetException {
return solve(expression, new HashMap<>());
}
public static double solveByX (String function, double value) throws NoSuchMethodException, IllegalAccessException, IllegalArgumentException, InvocationTargetException {
HashMap<String, Double> values = new HashMap<>();
values.put("x", value);
return solveComplexFunction(function, function, values);
}
public static double solve (String function, HashMap<String,Double> values) throws NoSuchMethodException, IllegalAccessException, IllegalArgumentException, InvocationTargetException {
return solveComplexFunction(function, function, values);
}
private static double solveComplexFunction (String function, String motherFunction, HashMap<String, Double> values) throws NoSuchMethodException, IllegalAccessException, IllegalArgumentException, InvocationTargetException {
int position = 0;
while(position < function.length()) {
if (alphabetic.contains(""+function.charAt(position))) {
if (position == 0 || !alphabetic.contains(""+function.charAt(position-1))) {
int endIndex = -1;
for (int j = position ; j < function.length()-1 ; j++) {
if (alphabetic.contains(""+function.charAt(j))
&& !alphabetic.contains(""+function.charAt(j+1))) {
endIndex = j;
break;
}
}
if (endIndex == -1 & alphabetic.contains(""+function.charAt(function.length()-1))) {
endIndex = function.length()-1;
}
if (endIndex != -1) {
String alphabeticElement = function.substring(position, endIndex+1);
if (Arrays.asList(usableMathMethods()).contains(alphabeticElement)) {
//Start analyzing a Math function
int closeParenthesisIndex = -1;
int openedParenthesisquantity = 0;
int commaIndex = -1;
for (int j = endIndex+1 ; j < function.length() ; j++) {
if (function.substring(j,j+1).equals("(")) {
openedParenthesisquantity++;
}else if (function.substring(j,j+1).equals(")")) {
openedParenthesisquantity--;
if (openedParenthesisquantity == 0) {
closeParenthesisIndex = j;
break;
}
}else if (function.substring(j,j+1).equals(",") & openedParenthesisquantity == 0) {
if (commaIndex == -1) {
commaIndex = j;
}else{
throw new IllegalArgumentException("The argument of math function (which is "+alphabeticElement+") has too many commas");
}
}
}
if (closeParenthesisIndex == -1) {
throw new IllegalArgumentException("The argument of a Math function (which is "+alphabeticElement+") hasn't got the closing bracket )");
}
String functionArgument = function.substring(endIndex+2,closeParenthesisIndex);
if (commaIndex != -1) {
double firstParameter = solveComplexFunction(functionArgument.substring(0,commaIndex),motherFunction,values);
double secondParameter = solveComplexFunction(functionArgument.substring(commaIndex+1),motherFunction,values);
Method mathMethod = Math.class.getDeclaredMethod(alphabeticElement, new Class<?>[] {double.class, double.class});
mathMethod.setAccessible(true);
String newKey = getNewKey(values);
values.put(newKey, (Double) mathMethod.invoke(null, firstParameter, secondParameter));
function = function.substring(0, position)+newKey
+((closeParenthesisIndex == function.length()-1)?(""):(function.substring(closeParenthesisIndex+1)));
}else {
double firstParameter = solveComplexFunction(functionArgument, motherFunction, values);
Method mathMethod = Math.class.getDeclaredMethod(alphabeticElement, new Class<?>[] {double.class});
mathMethod.setAccessible(true);
String newKey = getNewKey(values);
values.put(newKey, (Double) mathMethod.invoke(null, firstParameter));
function = function.substring(0, position)+newKey
+((closeParenthesisIndex == function.length()-1)?(""):(function.substring(closeParenthesisIndex+1)));
}
}else if (!values.containsKey(alphabeticElement)) {
throw new IllegalArgumentException("Found a group of letters ("+alphabeticElement+") which is neither a variable nor a Math function: ");
}
}
}
}
position++;
}
return solveBracketsFunction(function,motherFunction,values);
}
private static double solveBracketsFunction (String function,String motherFunction,HashMap<String, Double> values) throws IllegalArgumentException{
function = function.replace(" ", "");
String openingBrackets = "([{";
String closingBrackets = ")]}";
int parenthesisIndex = 0;
do {
int position = 0;
int openParenthesisBlockIndex = -1;
String currentOpeningBracket = openingBrackets.charAt(parenthesisIndex)+"";
String currentClosingBracket = closingBrackets.charAt(parenthesisIndex)+"";
if (contOccouranceIn(currentOpeningBracket,function) != contOccouranceIn(currentClosingBracket,function)) {
throw new IllegalArgumentException("Error: brackets are misused in the function "+function);
}
while (position < function.length()) {
if (function.substring(position,position+1).equals(currentOpeningBracket)) {
if (position != 0 && !operators.contains(function.substring(position-1,position))) {
throw new IllegalArgumentException("Error in function: there must be an operator following a "+currentClosingBracket+" breacket");
}
openParenthesisBlockIndex = position;
}else if (function.substring(position,position+1).equals(currentClosingBracket)) {
if (position != function.length()-1 && !operators.contains(function.substring(position+1,position+2))) {
throw new IllegalArgumentException("Error in function: there must be an operator before a "+currentClosingBracket+" breacket");
}
String newKey = getNewKey(values);
values.put(newKey, solveBracketsFunction(function.substring(openParenthesisBlockIndex+1,position),motherFunction, values));
function = function.substring(0,openParenthesisBlockIndex)+newKey
+((position == function.length()-1)?(""):(function.substring(position+1)));
position = -1;
}
position++;
}
parenthesisIndex++;
}while (parenthesisIndex < openingBrackets.length());
return solveBasicFunction(function,motherFunction, values);
}
private static double solveBasicFunction (String function, String motherFunction, HashMap<String, Double> values) throws IllegalArgumentException{
if (!firstContainsOnlySecond(function, alphanumeric+operators)) {
throw new IllegalArgumentException("The function "+function+" is not a basic function");
}
if (function.contains("**") |
function.contains("//") |
function.contains("--") |
function.contains("+*") |
function.contains("+/") |
function.contains("-*") |
function.contains("-/")) {
/*
* ( -+ , +- , *- , *+ , /- , /+ )> Those values are admitted
*/
throw new IllegalArgumentException("Operators are misused in the function");
}
function = function.replace(" ", "");
int position;
int operatorIndex = 0;
String currentOperator;
do {
currentOperator = operators.substring(operatorIndex,operatorIndex+1);
if (currentOperator.equals("*")) {
currentOperator+="/";
operatorIndex++;
}else if (currentOperator.equals("+")) {
currentOperator+="-";
operatorIndex++;
}
operatorIndex++;
position = 0;
while (position < function.length()) {
if ((position == 0 && !(""+function.charAt(position)).equals("-") && !(""+function.charAt(position)).equals("+") && operators.contains(""+function.charAt(position))) ||
(position == function.length()-1 && operators.contains(""+function.charAt(position)))){
throw new IllegalArgumentException("Operators are misused in the function");
}
if (currentOperator.contains(function.substring(position, position+1)) & position != 0) {
int firstTermBeginIndex = position;
while (firstTermBeginIndex > 0) {
if ((alphanumeric.contains(""+function.charAt(firstTermBeginIndex))) & (operators.contains(""+function.charAt(firstTermBeginIndex-1)))){
break;
}
firstTermBeginIndex--;
}
if (firstTermBeginIndex != 0 && (function.charAt(firstTermBeginIndex-1) == '-' | function.charAt(firstTermBeginIndex-1) == '+')) {
if (firstTermBeginIndex == 1) {
firstTermBeginIndex--;
}else if (operators.contains(""+(function.charAt(firstTermBeginIndex-2)))){
firstTermBeginIndex--;
}
}
String firstTerm = function.substring(firstTermBeginIndex,position);
int secondTermLastIndex = position;
while (secondTermLastIndex < function.length()-1) {
if ((alphanumeric.contains(""+function.charAt(secondTermLastIndex))) & (operators.contains(""+function.charAt(secondTermLastIndex+1)))) {
break;
}
secondTermLastIndex++;
}
String secondTerm = function.substring(position+1,secondTermLastIndex+1);
double result;
switch (function.substring(position,position+1)) {
case "*": result = solveSingleValue(firstTerm,values)*solveSingleValue(secondTerm,values); break;
case "/": result = solveSingleValue(firstTerm,values)/solveSingleValue(secondTerm,values); break;
case "+": result = solveSingleValue(firstTerm,values)+solveSingleValue(secondTerm,values); break;
case "-": result = solveSingleValue(firstTerm,values)-solveSingleValue(secondTerm,values); break;
case "^": result = Math.pow(solveSingleValue(firstTerm,values),solveSingleValue(secondTerm,values)); break;
default: throw new IllegalArgumentException("Unknown operator: "+currentOperator);
}
String newAttribute = getNewKey(values);
values.put(newAttribute, result);
function = function.substring(0,firstTermBeginIndex)+newAttribute+function.substring(secondTermLastIndex+1,function.length());
deleteValueIfPossible(firstTerm, values, motherFunction);
deleteValueIfPossible(secondTerm, values, motherFunction);
position = -1;
}
position++;
}
}while (operatorIndex < operators.length());
return solveSingleValue(function, values);
}
private static double solveSingleValue (String singleValue, HashMap<String, Double> values) throws IllegalArgumentException{
if (isDouble(singleValue)) {
return Double.parseDouble(singleValue);
}else if (firstContainsOnlySecond(singleValue, alphabetic)){
return getValueFromVariable(singleValue, values);
}else if (firstContainsOnlySecond(singleValue, alphanumeric+"-+")) {
String[] composition = splitByLettersAndNumbers(singleValue);
if (composition.length != 2) {
throw new IllegalArgumentException("Wrong expression: "+singleValue);
}else {
if (composition[0].equals("-")) {
composition[0] = "-1";
}else if (composition[1].equals("-")) {
composition[1] = "-1";
}else if (composition[0].equals("+")) {
composition[0] = "+1";
}else if (composition[1].equals("+")) {
composition[1] = "+1";
}
if (isDouble(composition[0])) {
return Double.parseDouble(composition[0])*getValueFromVariable(composition[1], values);
}else if (isDouble(composition[1])){
return Double.parseDouble(composition[1])*getValueFromVariable(composition[0], values);
}else {
throw new IllegalArgumentException("Wrong expression: "+singleValue);
}
}
}else {
throw new IllegalArgumentException("Wrong expression: "+singleValue);
}
}
private static double getValueFromVariable (String variable, HashMap<String, Double> values) throws IllegalArgumentException{
Double val = values.get(variable);
if (val == null) {
throw new IllegalArgumentException("Unknown variable: "+variable);
}else {
return val;
}
}
/*
* FunctionSolver help tools:
*
*/
private static final String alphabetic = "abcdefghilmnopqrstuvzwykxy";
private static final String numeric = "0123456789.";
private static final String alphanumeric = alphabetic+numeric;
private static final String operators = "^*/+-"; //--> Operators order in important!
private static boolean firstContainsOnlySecond(String firstString, String secondString) {
for (int j = 0 ; j < firstString.length() ; j++) {
if (!secondString.contains(firstString.substring(j, j+1))) {
return false;
}
}
return true;
}
private static String getNewKey (HashMap<String, Double> hashMap) {
String alpha = "abcdefghilmnopqrstuvzyjkx";
for (int j = 0 ; j < alpha.length() ; j++) {
String k = alpha.substring(j,j+1);
if (!hashMap.containsKey(k) & !Arrays.asList(usableMathMethods()).contains(k)) {
return k;
}
}
for (int j = 0 ; j < alpha.length() ; j++) {
for (int i = 0 ; i < alpha.length() ; i++) {
String k = alpha.substring(j,j+1)+alpha.substring(i,i+1);
if (!hashMap.containsKey(k) & !Arrays.asList(usableMathMethods()).contains(k)) {
return k;
}
}
}
throw new NullPointerException();
}
public static String[] usableMathMethods () {
/*
* Only methods that:
* return a double type
* present one or two parameters (which are double type)
*/
Method[] mathMethods = Math.class.getDeclaredMethods();
ArrayList<String> usableMethodsNames = new ArrayList<>();
for (Method method : mathMethods) {
boolean usable = true;
int argumentsCounter = 0;
Class<?>[] methodParametersTypes = method.getParameterTypes();
for (Class<?> parameter : methodParametersTypes) {
if (!parameter.getSimpleName().equalsIgnoreCase("double")) {
usable = false;
break;
}else {
argumentsCounter++;
}
}
if (!method.getReturnType().getSimpleName().toLowerCase().equals("double")) {
usable = false;
}
if (usable & argumentsCounter<=2) {
usableMethodsNames.add(method.getName());
}
}
return usableMethodsNames.toArray(new String[usableMethodsNames.size()]);
}
private static boolean isDouble (String number) {
try {
Double.parseDouble(number);
return true;
}catch (Exception ex) {
return false;
}
}
private static String[] splitByLettersAndNumbers (String val) {
if (!firstContainsOnlySecond(val, alphanumeric+"+-")) {
throw new IllegalArgumentException("Wrong passed value: <<"+val+">>");
}
ArrayList<String> response = new ArrayList<>();
String searchingFor;
int lastIndex = 0;
if (firstContainsOnlySecond(""+val.charAt(0), numeric+"+-")) {
searchingFor = alphabetic;
}else {
searchingFor = numeric+"+-";
}
for (int j = 0 ; j < val.length() ; j++) {
if (searchingFor.contains(val.charAt(j)+"")) {
response.add(val.substring(lastIndex, j));
lastIndex = j;
if (searchingFor.equals(numeric+"+-")) {
searchingFor = alphabetic;
}else {
searchingFor = numeric+"+-";
}
}
}
response.add(val.substring(lastIndex,val.length()));
return response.toArray(new String[response.size()]);
}
private static void deleteValueIfPossible (String val, HashMap<String, Double> values, String function) {
if (values.get(val) != null & function != null) {
if (!function.contains(val)) {
values.remove(val);
}
}
}
private static int contOccouranceIn (String howManyOfThatString, String inThatString) {
return inThatString.length() - inThatString.replace(howManyOfThatString, "").length();
}
}
Writing your own library is not that hard as u might thing. Here is link for Shunting-yard algorithm with step by step algorithm explenation. Although, you will have to parse the input for tokens first.
There are 2 other questions wich can give you some information too:
Turn a String into a Math Expression?
What's a good library for parsing mathematical expressions in java?
As there are many answers, I'm adding my implementation on top of eval() method with some additional features like support for factorial, evaluating complex expressions etc.
package evaluation;
import java.math.BigInteger;
import java.util.EmptyStackException;
import java.util.Scanner;
import java.util.Stack;
import javax.script.ScriptEngine;
import javax.script.ScriptEngineManager;
import javax.script.ScriptException;
public class EvalPlus {
private static Scanner scanner = new Scanner(System.in);
public static void main(String[] args) {
System.out.println("This Evaluation is based on BODMAS rule\n");
evaluate();
}
private static void evaluate() {
StringBuilder finalStr = new StringBuilder();
System.out.println("Enter an expression to evaluate:");
String expr = scanner.nextLine();
if(isProperExpression(expr)) {
expr = replaceBefore(expr);
char[] temp = expr.toCharArray();
String operators = "(+-*/%)";
for(int i = 0; i < temp.length; i++) {
if((i == 0 && temp[i] != '*') || (i == temp.length-1 && temp[i] != '*' && temp[i] != '!')) {
finalStr.append(temp[i]);
} else if((i > 0 && i < temp.length -1) || (i==temp.length-1 && temp[i] == '!')) {
if(temp[i] == '!') {
StringBuilder str = new StringBuilder();
for(int k = i-1; k >= 0; k--) {
if(Character.isDigit(temp[k])) {
str.insert(0, temp[k] );
} else {
break;
}
}
Long prev = Long.valueOf(str.toString());
BigInteger val = new BigInteger("1");
for(Long j = prev; j > 1; j--) {
val = val.multiply(BigInteger.valueOf(j));
}
finalStr.setLength(finalStr.length() - str.length());
finalStr.append("(" + val + ")");
if(temp.length > i+1) {
char next = temp[i+1];
if(operators.indexOf(next) == -1) {
finalStr.append("*");
}
}
} else {
finalStr.append(temp[i]);
}
}
}
expr = finalStr.toString();
if(expr != null && !expr.isEmpty()) {
ScriptEngineManager mgr = new ScriptEngineManager();
ScriptEngine engine = mgr.getEngineByName("JavaScript");
try {
System.out.println("Result: " + engine.eval(expr));
evaluate();
} catch (ScriptException e) {
System.out.println(e.getMessage());
}
} else {
System.out.println("Please give an expression");
evaluate();
}
} else {
System.out.println("Not a valid expression");
evaluate();
}
}
private static String replaceBefore(String expr) {
expr = expr.replace("(", "*(");
expr = expr.replace("+*", "+").replace("-*", "-").replace("**", "*").replace("/*", "/").replace("%*", "%");
return expr;
}
private static boolean isProperExpression(String expr) {
expr = expr.replaceAll("[^()]", "");
char[] arr = expr.toCharArray();
Stack<Character> stack = new Stack<Character>();
int i =0;
while(i < arr.length) {
try {
if(arr[i] == '(') {
stack.push(arr[i]);
} else {
stack.pop();
}
} catch (EmptyStackException e) {
stack.push(arr[i]);
}
i++;
}
return stack.isEmpty();
}
}
Please find the updated gist anytime here. Also comment if any issues are there. Thanks.
There are some perfectly capable answers here. However for non-trivial script it may be desirable to retain the code in a cache, or for debugging purposes, or even to have dynamically self-updating code.
To that end, sometimes it's simpler or more robust to interact with Java via command line. Create a temporary directory, output your script and any assets, create the jar. Finally import your new code.
It's a bit beyond the scope of normal eval() use in most languages, though you could certainly implement eval by returning the result from some function in your jar.
Still, thought I'd mention this method as it does fully encapsulate everything Java can do without 3rd party tools, in case of desperation. This method allows me to turn HTML templates into objects and save them, avoiding the need to parse a template at runtime.
import java.util.ArrayList;
import java.util.List;
import java.util.ListIterator;
class Calculate {
public static void main(String[] args) {
String strng = "8*-2*3*-1*10/2+6-2";
String[] oparator = {"+","-","*","/"};
List<String> op1 = new ArrayList<>();
String[] x = strng.split("");
int sayac=0;
for (String i : x) {
sayac ++;
for (String c : oparator) {
if (i.equals(c)) {
try {
int j = Integer.parseInt(strng.substring(0, sayac - 1));
op1.add(strng.substring(0, sayac - 1));
op1.add(c);
strng = strng.substring(sayac);
sayac = 0;
}catch (Exception e)
{
continue;
}
}
}
}
op1.add(strng);
ListIterator<String> it = op1.listIterator();
List<List> newlist = new ArrayList<>() ;
while (it.hasNext()) {
List<String> p= new ArrayList<>();
p.add(String.valueOf(it.nextIndex()));
p.add(it.next());
newlist.add(p);
}
int sayac2=0;
String oparatorvalue = "*";
calculate(sayac2,newlist,oparatorvalue);
String oparatorvalue2 = "/";
calculate(sayac2,newlist,oparatorvalue2);
String oparatorvalue3 = "+";
calculate(sayac2,newlist,oparatorvalue3);
String oparatorvalue4 = "-";
calculate(sayac2,newlist,oparatorvalue4);
System.out.println("Result:"+newlist.get(0).get(1));
}
private static void calculate(int sayac2, List<List> newlist, String oparatorvalue) {
while (sayac2<4){
try{
for (List j : newlist) {
if (j.get(1) == oparatorvalue) {
Integer opindex = newlist.indexOf(j);
Object sayi1 = newlist.get(opindex - 1).get(1);
Object sayi2 = newlist.get(opindex + 1).get(1);
int sonuc=0;
if (oparatorvalue.equals("*")){
sonuc = Integer.parseInt(sayi1.toString()) * Integer.parseInt(sayi2.toString());
}
if (oparatorvalue.equals("/")){
sonuc = Integer.parseInt(sayi1.toString()) / Integer.parseInt(sayi2.toString());
}
if (oparatorvalue.equals("+")){
sonuc = Integer.parseInt(sayi1.toString()) + Integer.parseInt(sayi2.toString());
}
if (oparatorvalue.equals("-")){
sonuc = Integer.parseInt(sayi1.toString()) - Integer.parseInt(sayi2.toString());
}
newlist.remove(opindex - 1);
newlist.remove(opindex - 1);
newlist.remove(opindex - 1);
List<String> sonuclist = new ArrayList<>();
sonuclist.add(String.valueOf(opindex - 1));
sonuclist.add(String.valueOf(sonuc));
newlist.add(opindex - 1, sonuclist);
}}}
catch (Exception e){
continue;
}
sayac2++;}
}
}
If you do not want to import heavy scripting library, you can use SimpleExpressionEvaluator directly into your code
Usage:
Expression.eval("1+2").asString(); // returns "3.0"
Expression.eval("1+2").asInt(); // returns 3
Expression.eval("2>3").asString(); // returns "false"
Expression.eval("2>3").asBoolean(); // returns false
Expression.eval("(3>2)||((2<4)&&(2>1))").asString(); // returns "true"
With variables:
HashMap<String, Object> st = new HashMap<String, Object>();
st.put("a",1);
st.put("b",2);
st.put("c",3);
st.put("d",4);
Expression.eval("a+b", st).asInt(); // or simply asString()
Expression.eval("a>b",st).asBoolean(); // or simply asString()
Expression.eval("(c>b)||((b<d)&&(b>a))",st).asBoolean(); // or simply asString()
Expression.eval("(c>2)||((2<d)&&(b>1))",st).asBoolean(); // or simply asString()
Using ExpressionBuilder:
Expression.expressionBuilder().putSymbol("a",2).putSymbol("b",3).build("(b>a)").evaluate()
The following resolved the issue:
ScriptEngineManager mgr = new ScriptEngineManager();
ScriptEngine engine = mgr.getEngineByName("JavaScript");
String str = "4*5";
System.out.println(engine.eval(str));

Variable Declaration Problems

I can't figure out why eclipse wants me to delete the ";" and replace it with with a ",".
numberOfTimes1 = numberOfTimes + numberOfDelayTimes;
I'm guessing it's some simple syntax thing that I forgot about. Could you please explain why it's doing that and also how to fix it.
Entire Program
public class Spam {
public static void main(String[] args) {
//1- Taking an instance of Timer class.
Timer timer = new Timer("Printer");
//2- Taking an instance of class contains your repeated method.
timeso t = new timeso();
timer.schedule(t, 0, 10);
}
}
class timeso extends TimerTask {
//times member represent calling times.
private int times = 0;
int time = 6; //How long do you wish for the spamming to run?
int numberOfTimes = time * 100;
int delayTime = 5; //How long do you wish for the program to wait before spamming?
int numberOfDelayTimes = delayTime * 100;
numberOfTimes = numberOfTimes + numberOfDelayTimes;
String spam;
Random randomGenerator = new Random();
public void run() {
times++;
if (times >= numberOfDelayTimes && times <= numberOfTimes+numberOfDelayTimes) {
try {
Robot typer = new Robot();
//for(int x = 1;x <=randomGenerator.nextInt(5); x++){
// spam = spam + randomGenerator.nextInt(10);
//}
byte[] bytes = "spam".getBytes();
//byte[] bytes = spam.getBytes();
for (byte b : bytes){
int code = b;
// key code only handles [A-Z] (which is ASCII decimal [65-90])
if (code > 96 && code < 123) code = code - 32;
typer.delay(10/bytes.length+1);
typer.keyPress(code);
typer.keyRelease(code);
}
if(times % (randomGenerator.nextInt(25)+1) == 0){
typer.delay(10/bytes.length+1);
typer.keyPress(KeyEvent.VK_ENTER);
typer.keyRelease(KeyEvent.VK_ENTER);
}
}
catch (AWTException e){
}
} else {
if (times >= numberOfTimes){
try{
Robot typer = new Robot();
typer.delay(10);
typer.keyPress(KeyEvent.VK_ENTER);
typer.keyRelease(KeyEvent.VK_ENTER);
} catch(Exception e){
}
//Stop Timer.
this.cancel();
}
}
}
}
You're trying to call a line of code outside of a method or constructor, and this is why the Java compiler (not Eclipse) is complaining. Do that sort of code in the constructor or method, not naked in the class. In fact all that code in your timeso class is incorrect and needs to be in a method or constructor.
Note: you'll want to learn Java naming convention and stick with it, including starting class names with an upper-case letter and method and variable names with a lower-case letter. Doing this will help others (us!) understand your code better.

Caliper : JVM throws OutOfMemoryError Exception

I am using google caliper to run a very simple benchmark on a method. I am getting the following exception.
Exception in thread "main" java.lang.OutOfMemoryError: Java heap space
at com.code4refernce.caliper.SimpleCaliperTest.timeStringLen(SimpleCaliperTest.java:24)
at sun.reflect.GeneratedMethodAccessor2.invoke(Unknown Source)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:616)
at com.google.caliper.SimpleBenchmark$1.run(SimpleBenchmark.java:125)
at com.google.caliper.TimeMeasurer.measureReps(TimeMeasurer.java:174)
at com.google.caliper.TimeMeasurer.warmUp(TimeMeasurer.java:62)
at com.google.caliper.TimeMeasurer.run(TimeMeasurer.java:122)
at com.google.caliper.InProcessRunner.run(InProcessRunner.java:74)
at com.google.caliper.InProcessRunner.run(InProcessRunner.java:49)
at com.google.caliper.InProcessRunner.main(InProcessRunner.java:103)
I don't understand why I am getting this exception. I tried to increase the JVM memory then also I get this exception.
The benchmark code is as following.
package com.code4refernce.caliper;
import java.util.Random;
import java.util.regex.Pattern;
import com.google.caliper.Param;
import com.google.caliper.SimpleBenchmark;
public class SimpleCaliperTest extends SimpleBenchmark {
String regex = "(\\d{3}-\\d{3}-\\d{4})|(\\d{10})";
Pattern REGEX_PATTERN = Pattern.compile(regex);
String mdn[];
Random random;
#Param
int index;
#Override
protected void setUp() {
random = new Random(0);
mdn = new String[4];
mdn[0] = "098412sdfasdf8000";
mdn[1] = "11345";
mdn[2] = "1423567890";
mdn[3] = "123-456-7890";
}
public Boolean[] timeStringLen(int reps){
Boolean results[] = new Boolean[reps];
for(int i = 0; i<reps; i ++){
results [i]= mdnCheckRegularMethod(mdn[index]);
}
return results;
}
public Boolean[] timeRegex(int reps){
Boolean results[] = new Boolean[reps];
for(int i = 0; i<reps; i ++){
results[i]=mdnCheckRegEx(mdn[index]);
}
return results;
}
private boolean mdnCheckRegularMethod(String mdn){
boolean result = false;
if(mdn.length()==10){
try{
Integer.parseInt(mdn);
result = true;
}catch(Exception e){
result = false;
}
}
else if(mdn.length() == 13){
byte[] bmdn = mdn.getBytes();
for(int i = 0; i<bmdn.length; i++){
if((i == 3 || i == 6) && bmdn[i] == '-'){}
else if(bmdn[i] >= '0' && bmdn[i]<='9'){}
else{
result = false;
break;
}
}
}
else{
result = false;
}
return result;
}
private boolean mdnCheckRegEx(String mdn){
return REGEX_PATTERN.matcher(mdn).matches();
}
}
and the main class which runs the caliper benchmark.
package com.code4refernce.caliper;
import com.google.caliper.Runner;
public class CaliperRunner {
public static void main(String[] args) {
String myargs[] = new String[2];
myargs[0] = new String("-Dindex=0,1,2,3");
myargs[1] = new String("-Jmemory=-Xms1024m ");
Runner.main(SimpleCaliperTest.class, myargs);
}
}
I don't understand whats going wrong here. Can someone point out?
Your method timeStringLen(int reps) may be called with reps up to Integer.MAX_VALUE. You could give your VM more memory via the -Xmx switch, but you'd better not allocate needlessly big arrays, as it's not needed at all:
public boolean timeStringLen(int reps){
boolean result = false;
for(int i = 0; i<reps; i ++){
result ^= mdnCheckRegularMethod(mdn[index]);
}
return result;
}
This does the same job, the only reason for returning a value is to prevent the JIT from optimizing it all away. Xoring is enough here, counting the cases when the method returned true is another possibility.
But there's most probably another problem with your benchmark: The high values of reps used show that it's running faster then I'd expect. The result of each iteration seems to be the same and I'd guess that you loops gets optimized to something like
result[i] = Boolean.TRUE
which I don't think you want to measure. Using something like
Random random = new Random(0);
mdn = new String[4][1<<16];
for (int i=0; i<mdn.length; ++i) {
mdn[0][i] = String.format("%03ddsfasdf00000", random.nextInt(1000));
mdn[1][i] = String.format("%04d", random.nextInt(10000));
mdn[2][i] = String.format("%10d", random.nextInt((int) 1e10));
mdn[3][i] = String.format("%03d-%03d-%03d", random.nextInt(1000), random.nextInt(1000), random.nextInt(1000));
}
would help.

I am trying to solve '15 puzzle', but I get 'OutOfMemoryError' [closed]

It's difficult to tell what is being asked here. This question is ambiguous, vague, incomplete, overly broad, or rhetorical and cannot be reasonably answered in its current form. For help clarifying this question so that it can be reopened, visit the help center.
Closed 12 years ago.
Is there a way that I can optimize this code as to not run out of memory?
import java.util.HashMap;
import java.util.Map;
import java.util.PriorityQueue;
import java.util.Random;
import java.util.Stack;
public class TilePuzzle {
private final static byte ROWS = 4;
private final static byte COLUMNS = 4;
private static String SOLUTION = "123456789ABCDEF0";
private static byte RADIX = 16;
private char[][] board = new char[ROWS][COLUMNS];
private byte x; // Row of the space ('0')
private byte y; // Column of the space ('0') private String representation;
private boolean change = false; // Has the board changed after the last call to toString?
private TilePuzzle() {
this(SOLUTION);
int times = 1000;
Random rnd = new Random();
while(times-- > 0) {
try {
move((byte)rnd.nextInt(4));
}
catch(RuntimeException e) {
}
}
this.representation = asString();
}
public TilePuzzle(String representation) {
this.representation = representation;
final byte SIZE = (byte)SOLUTION.length();
if (representation.length() != SIZE) {
throw new IllegalArgumentException("The board must have " + SIZE + "numbers.");
}
boolean[] used = new boolean[SIZE];
byte idx = 0;
for (byte i = 0; i < ROWS; ++i) {
for (byte j = 0; j < COLUMNS; ++j) {
char digit = representation.charAt(idx++);
byte number = (byte)Character.digit(digit, RADIX);
if (number < 0 || number >= SIZE) {
throw new IllegalArgumentException("The character " + digit + " is not valid.");
} else if(used[number]) {
throw new IllegalArgumentException("The character " + digit + " is repeated.");
}
used[number] = true;
board[i][j] = digit;
if (digit == '0') {
x = i;
y = j;
}
}
}
}
/**
* Swap position of the space ('0') with the number that's up to it.
*/
public void moveUp() {
try {
move((byte)(x - 1), y);
} catch(IllegalArgumentException e) {
throw new RuntimeException("Move prohibited " + e.getMessage());
}
}
/**
* Swap position of the space ('0') with the number that's down to it.
*/
public void moveDown() {
try {
move((byte)(x + 1), y);
} catch(IllegalArgumentException e) {
throw new RuntimeException("Move prohibited " + e.getMessage());
}
}
/**
* Swap position of the space ('0') with the number that's left to it.
*/
public void moveLeft() {
try {
move(x, (byte)(y - 1));
} catch(IllegalArgumentException e) {
throw new RuntimeException("Move prohibited " + e.getMessage());
}
}
/**
* Swap position of the space ('0') with the number that's right to it.
*/
public void moveRight() {
try {
move(x, (byte)(y + 1));
} catch(IllegalArgumentException e) {
throw new RuntimeException("Move prohibited " + e.getMessage());
}
}
private void move(byte movement) {
switch(movement) {
case 0: moveUp(); break;
case 1: moveRight(); break;
case 2: moveDown(); break;
case 3: moveLeft(); break;
}
}
private boolean areValidCoordinates(byte x, byte y) {
return (x >= 0 && x < ROWS && y >= 0 && y < COLUMNS);
}
private void move(byte nx, byte ny) {
if (!areValidCoordinates(nx, ny)) {
throw new IllegalArgumentException("(" + nx + ", " + ny + ")");
}
board[x][y] = board[nx][ny];
board[nx][ny] = '0';
x = nx;
y = ny;
change = true;
}
public String printableString() {
StringBuilder sb = new StringBuilder();
for (byte i = 0; i < ROWS; ++i) {
for (byte j = 0; j < COLUMNS; ++j) {
sb.append(board[i][j] + " ");
}
sb.append("\r\n");
}
return sb.toString();
}
private String asString() {
StringBuilder sb = new StringBuilder();
for (byte i = 0; i < ROWS; ++i) {
for (byte j = 0; j < COLUMNS; ++j) {
sb.append(board[i][j]);
}
}
return sb.toString();
}
public String toString() {
if (change) {
representation = asString();
}
return representation;
}
private static byte[] whereShouldItBe(char digit) {
byte idx = (byte)SOLUTION.indexOf(digit);
return new byte[] { (byte)(idx / ROWS), (byte)(idx % ROWS) };
}
private static byte manhattanDistance(byte x, byte y, byte x2, byte y2) {
byte dx = (byte)Math.abs(x - x2);
byte dy = (byte)Math.abs(y - y2);
return (byte)(dx + dy);
}
private byte heuristic() {
byte total = 0;
for (byte i = 0; i < ROWS; ++i) {
for (byte j = 0; j < COLUMNS; ++j) {
char digit = board[i][j];
byte[] coordenates = whereShouldItBe(digit);
byte distance = manhattanDistance(i, j, coordenates[0], coordenates[1]);
total += distance;
}
}
return total;
}
private class Node implements Comparable<Node> {
private String puzzle;
private byte moves; // Number of moves from original configuration
private byte value; // The value of the heuristic for this configuration.
public Node(String puzzle, byte moves, byte value) {
this.puzzle = puzzle;
this.moves = moves;
this.value = value;
}
#Override
public int compareTo(Node o) {
return (value + moves) - (o.value + o.moves);
}
}
private void print(Map<String, String> antecessor) {
Stack toPrint = new Stack();
toPrint.add(SOLUTION);
String before = antecessor.get(SOLUTION);
while (!before.equals("")) {
toPrint.add(before);
before = antecessor.get(before);
}
while (!toPrint.isEmpty()) {
System.out.println(new TilePuzzle(toPrint.pop()).printableString());
}
}
private byte solve() {
if(toString().equals(SOLUTION)) {
return 0;
}
PriorityQueue<Node> toProcess = new PriorityQueue();
Node initial = new Node(toString(), (byte)0, heuristic());
toProcess.add(initial);
Map<String, String> antecessor = new HashMap<String, String>();
antecessor.put(toString(), "");
while(!toProcess.isEmpty()) {
Node actual = toProcess.poll();
for (byte i = 0; i < 4; ++i) {
TilePuzzle t = new TilePuzzle(actual.puzzle);
try {
t.move(i);
} catch(RuntimeException e) {
continue;
}
if (t.toString().equals(SOLUTION)) {
antecessor.put(SOLUTION, actual.puzzle);
print(antecessor);
return (byte)(actual.moves + 1);
} else if (!antecessor.containsKey(t.toString())) {
byte v = t.heuristic();
Node neighbor = new Node(t.toString(), (byte)(actual.moves + 1), v);
toProcess.add(neighbor);
antecessor.put(t.toString(), actual.puzzle);
}
}
}
return -1;
}
public static void main(String... args) {
TilePuzzle puzzle = new TilePuzzle();
System.out.println(puzzle.solve());
}
}
The problem
The root cause is the tons of String objects you are creating and storing in the toProcess Queue and the antecessor Map. Why are you doing that?
Look at your algorithm. See if you really need to store >2 million nodes and 5 million strings in each.
The investigation
This was hard to spot because the program is complex. Actually, I didn't even try to understand all of the code. Instead, I used VisualVM – a Java profiler, sampler, and CPU/memory usage monitor.
I launched it:
And took a look at the memory usage. The first thing I noticed was the (obvious) fact that you're creating tons of objects.
This is an screenshot of the app:
As you can see, the amount of memory used is tremendous. In as few as 40 seconds, 2 GB were consumed and the entire heap was filled.
A dead end
I initially thought the problem had something to do with the Node class, because even though it implements Comparable, it doesn't implement equals. So I provided the method:
public boolean equals( Object o ) {
if( o instanceof Node ) {
Node other = ( Node ) o;
return this.value == other.value && this.moves == other.moves;
}
return false;
}
But that was not the problem.
The actual problem turned out to be the one stated at the top.
The workaround
As previously stated, the real solution is to rethink your algorithm. Whatever else can be done, in the meantime, will only delay the problem.
But workarounds can be useful. One is to reuse the strings you're generating. You're very intensively using the TilePuzzle.toString() method; this ends up creating duplicate strings quite often.
Since you're generating string permutations, you may create many 12345ABCD strings in matter of seconds. If they are the same string, there is no point in creating millions of instances with the same value.
The String.intern() method allows strings to be reused. The doc says:
Returns a canonical representation for the string object.
A pool of strings, initially empty, is maintained privately by the class String.
When the intern method is invoked, if the pool already contains a string equal to this String object as determined by the equals() method, then the string from the pool is returned. Otherwise, this String object is added to the pool and a reference to this String object is returned.
For a regular application, using String.intern() could be a bad idea because it doesn't let instances be reclaimed by the GC. But in this case, since you're holding the references in your Map and Queue anyway, it makes sense.
So making this change:
public String toString() {
if (change) {
representation = asString();
}
return representation.intern(); // <-- Use intern
}
Pretty much solves the memory problem.
This is a screenshot after the change:
Now, the heap usage doesn't reach 100 MB even after a couple of minutes.
Extra remarks
Remark #1
You're using an exception to validate if the movement is valid or not, which is okay; but when you catch them, you're just ignoring them:
try {
t.move(i);
} catch(RuntimeException e) {
continue;
}
If you're not using them anyway, you can save a lot of computation by not creating the exceptions in the first place. Otherwise you're creating millions of unused exceptions.
Make this change:
if (!areValidCoordinates(nx, ny)) {
// REMOVE THIS LINE:
// throw new IllegalArgumentException("(" + nx + ", " + ny + ")");
// ADD THIS LINE:
return;
}
And use validation instead:
// REMOVE THESE LINES:
// try {
// t.move(i);
// } catch(RuntimeException e) {
// continue;
// }
// ADD THESE LINES:
if(t.isValidMovement(i)){
t.move(i);
} else {
continue;
}
Remark #2
You're creating a new Random object for every new TilePuzzle instance. It would be better if you used just one for the whole program. After all, you are only using a single thread.
Remark #3
The workaround solved the heap memory problem, but created another one involving PermGen. I simply increased the PermGen size, like this:
java -Xmx1g -Xms1g -XX:MaxPermSize=1g TilePuzzle
Remark #4
The output was sometimes 49 and sometimes 50. The matrices were printed like:
1 2 3 4
5 6 7 8
9 A B C
D E 0 F
1 2 3 4
5 6 7 8
9 A B C
D E F 0
... 50 times

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