Interpreter
Intent
The Interpreter pattern is used to define a grammatical representation for a language and provides an interpreter to deal with this grammar.
Explanation
Real-world example
Consider a calculator application designed to interpret and calculate expressions entered by users. The application uses the Interpreter pattern to parse and evaluate arithmetic expressions such as "5 + 3 * 2". Here, the Interpreter translates each part of the expression into objects that represent numbers and operations (like addition and multiplication). These objects follow a defined grammar that allows the application to understand and compute the result correctly based on the rules of arithmetic. Each element of the expression corresponds to a class in the program's structure, simplifying the parsing and evaluation process for any inputted arithmetic formula.
In plain words
The Interpreter design pattern defines a representation for a language's grammar along with an interpreter that uses the representation to interpret sentences in the language.
Wikipedia says
In computer programming, the interpreter pattern is a design pattern that specifies how to evaluate sentences in a language. The basic idea is to have a class for each symbol (terminal or nonterminal) in a specialized computer language. The syntax tree of a sentence in the language is an instance of the composite pattern and is used to evaluate (interpret) the sentence for a client.
Programmatic example
To be able to interpret basic math, we need a hierarchy of expressions. The basic abstraction for it is the Expression class.
public abstract class Expression {
public abstract int interpret();
@Override
public abstract String toString();
}
The simplest of the expressions is the NumberExpression that contains only a single integer number.
public class NumberExpression extends Expression {
private final int number;
public NumberExpression(int number) {
this.number = number;
}
public NumberExpression(String s) {
this.number = Integer.parseInt(s);
}
@Override
public int interpret() {
return number;
}
@Override
public String toString() {
return "number";
}
}
The more complex expressions are operations such as PlusExpression, MinusExpression, and MultiplyExpression. Here's the first of them, the others are similar.
public class PlusExpression extends Expression {
private final Expression leftExpression;
private final Expression rightExpression;
public PlusExpression(Expression leftExpression, Expression rightExpression) {
this.leftExpression = leftExpression;
this.rightExpression = rightExpression;
}
@Override
public int interpret() {
return leftExpression.interpret() + rightExpression.interpret();
}
@Override
public String toString() {
return "+";
}
}
Now, we are able to show the interpreter pattern in action parsing some simple math.
// the halfling kids are learning some basic math at school
// define the math string we want to parse
final var tokenString="4 3 2 - 1 + *";
// the stack holds the parsed expressions
var stack = new Stack<Expression>();
// tokenize the string and go through them one by one
var tokenList = tokenString.split(" ");
for (var s : tokenList) {
if(isOperator(s)) {
// when an operator is encountered we expect that the numbers can be popped from the top of
// the stack
var rightExpression = stack.pop();
var leftExpression = stack.pop();
LOGGER.info("popped from stack left: {} right: {}", leftExpression.interpret(),rightExpression.interpret());
var operator = getOperatorInstance(s, leftExpression, rightExpression);
LOGGER.info("operator: {}", operator);
var result = operator.interpret();
// the operation result is pushed on top of the stack
var resultExpression = new NumberExpression(result);
stack.push(resultExpression);
LOGGER.info("push result to stack: {}", resultExpression.interpret());
} else {
// numbers are pushed on top of the stack
var i = new NumberExpression(s);
stack.push(i);
LOGGER.info("push to stack: {}", i.interpret());
}
}
// in the end, the final result lies on top of the stack
LOGGER.info("result: {}",stack.pop().interpret());
Executing the program produces the following console output.
popped from stack left: 1 right: 1
operator: +
push result to stack: 2
popped from stack left: 4 right: 2
operator: *
push result to stack: 8
result: 8
Class diagram
Applicability
Use the Interpreter pattern when there is a language to interpret, and you can represent statements in the language as abstract syntax trees. The Interpreter pattern works best when
- The grammar is simple. For complex grammars, the class hierarchy for the grammar becomes large and unmanageable. Tools such as parser generators are a better alternative in such cases. They can interpret expressions without building abstract syntax trees, which can save space and possibly time.
- Efficiency is not a critical concern. The most efficient interpreters are usually not implemented by interpreting parse trees directly but by first translating them into another form. For example, regular expressions are often transformed into state machines. But even then, the translator can be implemented by the Interpreter pattern, so the pattern is still applicable.
Known uses
- java.util.Pattern
- java.text.Normalizer
- All subclasses of java.text.Format
- javax.el.ELResolver
- SQL parsers in various database management systems.
Consequences
Benefits:
- Adds new operations to interpret expressions easily without changing the grammar or classes of data.
- Implements grammar directly in the language, making it easy to modify or extend.
Trade-offs:
- Can become complex and inefficient for large grammars.
- Each rule in the grammar results in a class, leading to a large number of classes for complex grammars.
Related Patterns
- Composite: Often used together, where the Interpreter pattern leverages the Composite pattern to represent the grammar as a tree structure.
- Flyweight: Useful for sharing state to reduce memory usage in the Interpreter pattern, particularly for interpreters that deal with repetitive elements in a language.