Java : Cartesian Product of a List of Lists

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佛祖请我去吃肉
佛祖请我去吃肉 2020-12-02 19:03

I have a problem that is really kind of a general programming question, but my implementation is in Java, so I will provide my examples that way

I have a class like

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  •  伪装坚强ぢ
    2020-12-02 19:57

    How about generating the product lazily, ie. only create the tuple when you're accessing it?

    /**
    * A random access view of tuples of a cartesian product of ArrayLists
    *
    * Orders tuples in the natural order of the cartesian product
    *
    * @param T the type for both the values and the stored tuples, ie. values of the cartesian factors are singletons
    * While the type of input sets is List with elements being treated as singletons
    *
    */
    
    abstract public class CartesianProductView extends AbstractList {
    
    private final List> factors;
    private final int size;
    
    /**
     * @param factors the length of the factors (ie. the elements of the factors argument) should not change,
     *  otherwise get may not return all tuples, or throw exceptions when trying to access the factors outside of range
     */
    public CartesianProductView(List> factors) {
        this.factors = new ArrayList<>(factors);
        Collections.reverse(this.factors);
        int acc = 1;
        for (Iterator> iter = this.factors.iterator(); iter.hasNext(); ) {
            acc *= iter.next().size();
        }
        this.size = acc;
    }
    
    @Override
    public T get(int index) {
        if (index < 0 || index >= size()) {
            throw new IndexOutOfBoundsException(String.format("index %d > size() %d", index, size()));
        }
    
        T acc = null;
        for (Iterator> iter = factors.iterator(); iter.hasNext();) {
            List set = iter.next();
            acc = makeTupleOrSingleton(set.get(index % set.size()), acc);
            index /= set.size();
        }
        return acc;
    }
    
    @Override
    public int size() {
        return size;
    }
    
    private T makeTupleOrSingleton(T left, T right) {
        if (right == null) {
            return left;
        }
        return makeTuple(left, right);
    }
    
    /**
     *
     * @param left      a singleton of a value
     * @param right     a tuple of values taken from the cartesian product factors, with null representing the empty set
     * @return          the sum of left and right, with the value of left being put in front
     */
    abstract protected T makeTuple(T left, T right);
    }
    

    and use it like this

    final List> l1 = new ArrayList>() {{ add(singletonList("a")); add(singletonList("b")); add(singletonList("c")); }};
    final List> l2 = new ArrayList>() {{ add(singletonList("X")); add(singletonList("Y")); }};
    final List> l3 = new ArrayList>() {{ add(singletonList("1")); add(singletonList("2")); add(singletonList("3")); add(singletonList("4")); }};
    
    
    List>> in = new ArrayList>>() {{ add(l1); add(l2); add(l3); }};
    
    List> a = new CartesianProductView>(in) {
    
        @Override
        protected List makeTuple(final List left, final List right) {
            return new ArrayList() {{ add(left.get(0)); addAll(right); }};
        }
    
    };
    
    System.out.println(a);
    

    The result:

    [[a, X, 1], [a, X, 2], [a, X, 3], [a, X, 4], [a, Y, 1], [a, Y, 2], [a, Y, 3], [a, Y, 4], [b, X, 1], [b, X, 2], [b, X, 3], [b, X, 4], [b, Y, 1], [b, Y, 2], [b, Y, 3], [b, Y, 4], [c, X, 1], [c, X, 2], [c, X, 3], [c, X, 4], [c, Y, 1], [c, Y, 2], [c, Y, 3], [c, Y, 4]]
    

    As an added bonus, you can use it join strings all with all:

    final List l1 = new ArrayList() {{ add("a"); add("b"); add("c"); }};
    final List l2 = new ArrayList() {{ add("X"); add("Y"); }};
    final List l3 = new ArrayList() {{ add("1"); add("2"); add("3"); add("4"); }};
    
    
    List> in = new ArrayList>() {{ add(l1); add(l2); add(l3); }};
    
    List a = new CartesianProductView(in) {
    
        @Override
        protected String makeTuple(String left, String right) {
            return String.format("%s%s", left, right);
        }
    
    };
    
    System.out.println(a);
    

    The result:

    [aX1, aX2, aX3, aX4, aY1, aY2, aY3, aY4, bX1, bX2, bX3, bX4, bY1, bY2, bY3, bY4, cX1, cX2, cX3, cX4, cY1, cY2, cY3, cY4]
    

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