/*
 * Java Genetic Algorithm Library (jenetics-7.2.0).
 * Copyright (c) 2007-2023 Franz Wilhelmstötter
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *      http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 *
 * Author:
 *    Franz Wilhelmstötter (franz.wilhelmstoetter@gmail.com)
 */
package io.jenetics.prog.op;

import static java.lang.String.format;
import static java.util.Objects.requireNonNull;
import static io.jenetics.internal.util.Hashes.hash;

import java.io.Serial;
import java.io.Serializable;
import java.util.Objects;
import java.util.function.BiFunction;
import java.util.function.Function;
import java.util.random.RandomGenerator;

import io.jenetics.util.ISeq;
import io.jenetics.util.RandomRegistry;

import io.jenetics.ext.util.FlatTree;
import io.jenetics.ext.util.Tree;
import io.jenetics.ext.util.TreeNode;

/**
 * This class composes a given operation tree to a new operation, which can
 * serve as a sub <em>program</em> in another operation tree.
 *
 * @param <T> the argument type of the operation
 *
 * @author <a href="mailto:franz.wilhelmstoetter@gmail.com">Franz Wilhelmstötter</a>
 * @version 4.1
 * @since 3.9
 */
public class Program<T> implements Op<T>, Serializable {

        @Serial
        private static final long serialVersionUID = 1L;

        private final String _name;
        private final Tree<? extends Op<T>, ?> _tree;

        /**
         * Create a new program with the given name and the given operation tree.
         * The arity of the program is calculated from the given operation tree and
         * set to the maximal arity of the operations of the tree.
         *
         * @param name the program name
         * @param tree the operation tree
         * @throws NullPointerException if one of the given arguments is {@code null}
         * @throws IllegalArgumentException if the given operation tree is invalid,
         *         which means there is at least one node where the operation arity
         *         and the node child count differ.
         */
        public Program(final String name, final Tree<? extends Op<T>, ?> tree) {
                _name = requireNonNull(name);
                _tree = requireNonNull(tree);
                check(tree);
        }

        @Override
        public String name() {
                return _name;
        }

        @Override
        public int arity() {
                return 0;
        }

        /**
         * Return the underlying expression tree.
         *
         * @since 4.1
         *
         * @return the underlying expression tree
         */
        public Tree<Op<T>, ?> tree() {
                return TreeNode.ofTree(_tree);
        }

        @Override
        public T apply(final T[] args) {
                if (args.length < arity()) {
                        throw new IllegalArgumentException(format(
                                "Arguments length is smaller than program arity: %d < %d",
                                args.length, arity()
                        ));
                }

                return eval(_tree, args);
        }

        /**
         * Convenient method, which lets you apply the program function without
         * explicitly create a wrapper array.
         *
         * @see #apply(Object[])
         *
         * @param args the function arguments
         * @return the evaluated value
         * @throws NullPointerException if the given variable array is {@code null}
         * @throws IllegalArgumentException if the length of the argument array
         *         is smaller than the program arity
         */
        @SafeVarargs
        public final T eval(final T... args) {
                return apply(args);
        }

        @Override
        public int hashCode() {
                return hash(_name, hash(_tree));
        }

        @Override
        public boolean equals(final Object obj) {
                return obj == this ||
                        obj instanceof Program<?> other &&
                        Objects.equals(other._name, _name) &&
                        Objects.equals(other._tree, _tree);
        }

        @Override
        public String toString() {
                return _name;
        }


        /* *************************************************************************
         * Static helper methods.
         * ************************************************************************/

        /**
         * Evaluates the given operation tree with the given variables. This method
         * is equivalent to
         * <pre>{@code
         * final T result = tree.reduce(variables, Op::apply);
         * }</pre>
         * but handles the variable sized {@code variables} array more conveniently.
         *
         * @see Tree#reduce(Object[], BiFunction)
         *
         * @param <T> the argument type
         * @param tree the operation tree
         * @param variables the input variables
         * @return the result of the operation tree evaluation
         * @throws NullPointerException if one of the arguments is {@code null}
         * @throws IllegalArgumentException if the length of the variable array
         *         is smaller than the program arity
         */
        @SafeVarargs
        public static <T> T eval(
                final Tree<? extends Op<T>, ?> tree,
                final T... variables
        ) {
                return tree.reduce(variables, Function::apply);
        }

        /**
         * Validates the given program tree.
         *
         * @param program the program to validate
         * @throws NullPointerException if the given {@code program} is {@code null}
         * @throws IllegalArgumentException if the given operation tree is invalid,
         *         which means there is at least one node where the operation arity
         *         and the node child count differ.
         */
        public static void check(final Tree<? extends Op<?>, ?> program) {
                program.forEach(Program::checkArity);
        }

        private static void checkArity(final Tree<? extends Op<?>, ?> node) {
                if (node.value() != null &&
                        node.value().arity() != node.childCount())
                {
                        throw new IllegalArgumentException(format(
                                "Op arity != child count: %d != %d",
                                node.value().arity(), node.childCount()
                        ));
                }
        }

        /**
         * Create a new, random program from the given (non) terminal operations
         * with the desired depth. The created program tree is a <em>full</em> tree.
         *
         * @since 4.1
         *
         * @param name the program name
         * @param depth the desired depth of the program tree
         * @param operations the list of <em>non</em>-terminal operations
         * @param terminals the list of terminal operations
         * @param <A> the operational type
         * @return a new program
         * @throws NullPointerException if one of the given operations is
         *        {@code null}
         * @throws IllegalArgumentException if the given tree depth is smaller than
         *         zero
         */
        public static <A> Program<A> of(
                final String name,
                final int depth,
                final ISeq<? extends Op<A>> operations,
                final ISeq<? extends Op<A>> terminals
        ) {
                return new Program<>(name, of(depth, operations, terminals));
        }

        /**
         * Create a new, random program from the given (non) terminal operations
         * with the desired depth. The created program tree is a <em>full</em> tree.
         *
         * @since 4.1
         *
         * @param name the program name
         * @param depth the desired depth of the program tree
         * @param operations the list of <em>non</em>-terminal operations
         * @param terminals the list of terminal operations
         * @param random the random engine used for creating the program
         * @param <A> the operational type
         * @return a new program
         * @throws NullPointerException if one of the given operations is
         *        {@code null}
         * @throws IllegalArgumentException if the given tree depth is smaller than
         *         zero
         */
        public static <A> Program<A> of(
                final String name,
                final int depth,
                final ISeq<? extends Op<A>> operations,
                final ISeq<? extends Op<A>> terminals,
                final RandomGenerator random
        ) {
                return new Program<>(name, of(depth, operations, terminals, random));
        }

        /**
         * Create a new, random program tree from the given (non) terminal
         * operations with the desired depth. The created program tree is a
         * <em>full</em> tree.
         *
         * @param depth the desired depth of the program tree
         * @param operations the list of <em>non</em>-terminal operations
         * @param terminals the list of terminal operations
         * @param <A> the operational type
         * @return a new program tree
         * @throws NullPointerException if one of the given operations is
         *        {@code null}
         * @throws IllegalArgumentException if the given tree depth is smaller than
         *         zero
         */
        public static <A> TreeNode<Op<A>> of(
                final int depth,
                final ISeq<? extends Op<A>> operations,
                final ISeq<? extends Op<A>> terminals
        ) {
                return of(depth, operations, terminals, RandomRegistry.random());
        }

        /**
         * Create a new, random program tree from the given (non) terminal
         * operations with the desired depth. The created program tree is a
         * <em>full</em> tree.
         *
         * @since 4.1
         *
         * @param depth the desired depth of the program tree
         * @param operations the list of <em>non</em>-terminal operations
         * @param terminals the list of terminal operations
         * @param random the random engine used for creating the program
         * @param <A> the operational type
         * @return a new program tree
         * @throws NullPointerException if one of the given operations is
         *        {@code null}
         * @throws IllegalArgumentException if the given tree depth is smaller than
         *         zero
         */
        public static <A> TreeNode<Op<A>> of(
                final int depth,
                final ISeq<? extends Op<A>> operations,
                final ISeq<? extends Op<A>> terminals,
                final RandomGenerator random
        ) {
                if (depth < 0) {
                        throw new IllegalArgumentException(
                                "Tree depth is smaller than zero: " + depth
                        );
                }
                if (!operations.forAll(o -> !o.isTerminal())) {
                        throw new IllegalArgumentException(
                                "Operation list contains terminal op."
                        );
                }
                if (!terminals.forAll(Op::isTerminal)) {
                        throw new IllegalArgumentException(
                                "Terminal list contains non-terminal op."
                        );
                }

                final TreeNode<Op<A>> root = TreeNode.of();
                fill(depth, root, operations, terminals, random);
                return root;
        }

        private static <A> void fill(
                final int level,
                final TreeNode<Op<A>> tree,
                final ISeq<? extends Op<A>> operations,
                final ISeq<? extends Op<A>> terminals,
                final RandomGenerator random
        ) {
                final Op<A> op = level == 0
                        ? terminals.get(random.nextInt(terminals.size()))
                        : operations.get(random.nextInt(operations.size()));

                tree.value(op);

                if (level > 1) {
                        for (int i = 0; i < op.arity(); ++i) {
                                final TreeNode<Op<A>> node = TreeNode.of();
                                fill(level - 1, node, operations, terminals, random);
                                tree.attach(node);
                        }
                } else {
                        for (int i = 0; i < op.arity(); ++i) {
                                final Op<A> term = terminals.get(random.nextInt(terminals.size()));
                                tree.attach(TreeNode.of(term));
                        }
                }
        }

        /**
         * Creates a valid program tree from the given flattened sequence of
         * op nodes. The given {@code operations} and {@code termination} nodes are
         * used for <em>repairing</em> the program tree, if necessary.
         *
         * @param nodes the flattened, possible corrupt, program tree
         * @param terminals the usable non-terminal operation nodes to use for
         *        reparation
         * @param <A> the operation argument type
         * @return a new valid program tree build from the flattened program tree
         * @throws NullPointerException if one of the arguments is {@code null}
         * @throws IllegalArgumentException if the {@code nodes} sequence is empty
         */
        public static <A> TreeNode<Op<A>> toTree(
                final ISeq<? extends FlatTree<? extends Op<A>, ?>> nodes,
                final ISeq<? extends Op<A>> terminals
        ) {
                if (nodes.isEmpty()) {
                        throw new IllegalArgumentException("Tree nodes must not be empty.");
                }

                final Op<A> op = requireNonNull(nodes.get(0).value());
                final TreeNode<Op<A>> tree = TreeNode.of(op);
                return toTree(
                        tree,
                        0,
                        nodes,
                        offsets(nodes),
                        terminals,
                        RandomRegistry.random()
                );
        }

        private static <A> TreeNode<Op<A>> toTree(
                final TreeNode<Op<A>> root,
                final int index,
                final ISeq<? extends FlatTree<? extends Op<A>, ?>> nodes,
                final int[] offsets,
                final ISeq<? extends Op<A>> terminals,
                final RandomGenerator random
        ) {
                if (index < nodes.size()) {
                        final FlatTree<? extends Op<A>, ?> node = nodes.get(index);
                        final Op<A> op = node.value();

                        for (int i  = 0; i < op.arity(); ++i) {
                                assert offsets[index] != -1;

                                final TreeNode<Op<A>> treeNode = TreeNode.of();
                                if (offsets[index] + i < nodes.size()) {
                                        treeNode.value(nodes.get(offsets[index] + i).value());
                                } else {
                                        treeNode.value(terminals.get(random.nextInt(terminals.size())));
                                }

                                toTree(
                                        treeNode,
                                        offsets[index] + i,
                                        nodes,
                                        offsets,
                                        terminals,
                                        random
                                );
                                root.attach(treeNode);
                        }
                }

                return root;
        }

        /**
         * Create the offset array for the given nodes. The offsets are calculated
         * using the arity of the stored operations.
         *
         * @param nodes the flattened tree nodes
         * @return the offset array for the given nodes
         */
        static int[]
        offsets(final ISeq<? extends FlatTree<? extends Op<?>, ?>> nodes) {
                final int[] offsets = new int[nodes.size()];

                int offset = 1;
                for (int i = 0; i < offsets.length; ++i) {
                        final Op<?> op = nodes.get(i).value();

                        offsets[i] = op.isTerminal() ? -1 : offset;
                        offset += op.arity();
                }

                return offsets;
        }

}