;;;
;;;  GRAPHS - graph theory package for Maxima
;;;
;;;  Copyright (C) 2007-2011 Andrej Vodopivec <andrej.vodopivec@gmail.com>
;;;
;;;  This program is free software; you can redistribute it and/or modify
;;;  it under the terms of the GNU General Public License as published by
;;;  the Free Software Foundation; either version 2 of the License, or	 
;;;  (at your option) any later version. 
;;;
;;;  This program is distributed in the hope that it will be useful,
;;;  but WITHOUT ANY WARRANTY; without even the implied warranty of
;;;  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
;;;  GNU General Public License for more details.
;;;
;;;  You should have received a copy of the GNU General Public License
;;;  along with this program; if not, write to the Free Software
;;;  Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301, USA
;;;


;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;
;;; graph and digraph datastructure
;;;
;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;

(in-package :maxima)

($put '$graphs 2.0 '$version)

(defstruct (graph
	     (:print-function
	      (lambda (stru strm depth)
		(format strm "GRAPH(~a vertices, ~a edges)" (graph-order stru) (graph-size stru)))))
  (size 0)
  (order 0)
  (vertices ())
  (vertex-labels (make-hash-table))
  (vertex-positions)
  (edges ())
  (edge-weights (make-hash-table :test #'equal))
  (neighbors (make-hash-table)))

(defstruct (digraph
	     (:print-function
	      (lambda (stru strm depth)
		(format strm "DIGRAPH(~a vertices, ~a arcs)" (digraph-order stru) (digraph-size stru)))))
  (size 0)
  (order 0)
  (vertices ())
  (vertex-labels (make-hash-table))
  (edges ())
  (vertex-positions)
  (edge-weights (make-hash-table :test #'equal))
  (in-neighbors (make-hash-table))
  (out-neighbors (make-hash-table)))

(defun require-graph (m ar gr)
  (unless (graph-p gr)
    ($error (format nil "Argument ~a to `~a' is not a graph:" ar m) gr)))

(defun require-digraph (m ar gr)
  (unless (digraph-p gr)
    ($error (format nil "Argument ~a to `~a' is not a directed graph:" ar m) gr)))

(defun require-graph-or-digraph (m ar gr)
  (unless (or (graph-p gr) (digraph-p gr))
    ($error (format nil "Argument ~a to `~a' is not a graph:" ar m) gr)))

(defmfun $print_graph (gr)
  (require-graph-or-digraph 'print_graph 1 gr)
  (cond
    ((graph-p gr)
     (format t "~%Graph on ~d vertices with ~d edges."
	     (graph-order gr) (graph-size gr))
     (when (> (graph-order gr) 0 )
       (format t "~%Adjacencies:"))
     (dolist (v (graph-vertices gr))
       (format t "~% ~2d :" v)
       (dolist (u (neighbors v gr))
	 (format t " ~2d" u))))
    (t
     (format t "~%Digraph on ~d vertices with ~d arcs."
	     (digraph-order gr) (digraph-size gr))
     (when (> (digraph-order gr) 0 )
       (format t "~%Adjacencies:"))
     (dolist (v (digraph-vertices gr))
       (format t "~% ~2d :" v)
       (dolist (u (out-neighbors v gr))
	 (format t " ~2d" u)))))
  (format t "~%")
  '$done)

(defmfun $is_graph (x)
  (graph-p x))

(defmfun $is_digraph (x)
  (digraph-p x))

(defmfun $is_graph_or_digraph (x)
  (or (graph-p x) (digraph-p x)))

(defmfun $graph_order (gr)
  (require-graph-or-digraph 'graph_order 1 gr)
  (if (graph-p gr)
      (graph-order gr)
      (digraph-order gr)))

(defmfun $graph_size (gr)
  (require-graph-or-digraph 'graph_size 1 gr)
  (if (graph-p gr)
      (graph-size gr)
      (digraph-size gr)))

(defmfun $get_positions (gr)
  (require-graph-or-digraph 'get_positions 1 gr)
  (if (graph-p gr)
      (graph-vertex-positions gr)
      (digraph-vertex-positions gr)))

(defmfun $set_positions (pos gr)
  (require-graph-or-digraph 'set_positions 2 gr)
  (if (graph-p gr)
      (setf (graph-vertex-positions gr) pos)
      (setf (digraph-vertex-positions gr) pos)))

(defmfun $copy_graph (gr)
  (require-graph-or-digraph 'copy_graph 1 gr)
  (if (graph-p gr)
      (let ((g (make-graph)))
	(dolist (v (graph-vertices gr))
	  (add-vertex v g)
	  (let ((l (get-vertex-label v gr)))
	    (if l (set-vertex-label v l g))))
	(dolist (e (graph-edges gr))
	  (add-edge e g)
	  (let ((w (get-edge-weight e gr)))
	    (if w (set-edge-weight e w g))))
        ($set_positions ($get_positions gr) g)
	g)
      (let ((g (make-digraph)))
	(dolist (v (digraph-vertices gr))
	  (add-vertex v g)
	  (let ((l (get-vertex-label v gr)))
	    (if l (set-vertex-label v l g))))
	(dolist (e (digraph-edges gr))
	  (add-edge e g)
	  (let ((w (get-edge-weight e gr)))
	    (if w (set-edge-weight e w g))))
        ($set_positions ($get_positions gr) g)
	g) ))

(defmfun $new_graph ()
  (make-graph))

;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;
;;; vertex operations
;;;
;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;

(defmfun $vertices (gr)
  (require-graph-or-digraph 'vertices 1 gr)
  (let ((vrt (vertices gr)))
    `((mlist simp) ,@(copy-list vrt))))

(defun vertices (gr)
  (if (graph-p gr) (graph-vertices gr) (digraph-vertices gr)))

(defun require-vertex (m i v)
  (unless (integerp v)
    ($error "Argument" i "to" m "is not a valid vertex.")))

(defun is-vertex-in-graph (i gr)
  (not (equal (gethash i 
		       (if (graph-p gr)
			   (graph-neighbors gr)
			   (digraph-out-neighbors gr))
		       'not-in-graph)
	      'not-in-graph)))

(defun require-vertex-in-graph (m i gr)
  (unless (is-vertex-in-graph i gr)
    ($error m ": vertex not in graph.")))

(defmfun $is_vertex_in_graph (i gr)
  (require-vertex 'vertex_in_graph 1 i)
  (require-graph-or-digraph 'vertex_in_graph 2 gr)
  (is-vertex-in-graph i gr))

(defmfun $add_vertex (i &optional gr)
  (unless gr
    (setq gr i)
    (setq i (1+ (apply #'max (vertices gr)))))
  (require-vertex 'add_vertex 1 i)
  (require-graph-or-digraph 'add_vertex 2 gr)
  (when (is-vertex-in-graph i gr)
    ($error "add_vertex: vertex is already in the graph!"))
  (add-vertex i gr)
  i)

(defmfun $add_vertices (vl gr)
  (require-graph-or-digraph 'add_vertices 2 gr)
  (unless (or (integerp vl) ($listp vl))
    ($error "Argument 1 to add_vertices is not a list."))
  (if ($listp vl)
      (dolist (v (cdr vl))
        ($add_vertex v gr))
      (let* ((n vl))
        (setq vl ())
        (dotimes (i n)
          (setf vl (cons ($add_vertex gr) vl)))
        (setf vl (cons '(mlist simp) (reverse vl)))))
  vl)

(defun add-vertex (i gr)
  (if (graph-p gr)
      (progn
	(incf (graph-order gr))
	(push i (graph-vertices gr))
	(setf (graph-vertex-positions gr) nil)
	(setf (gethash i (graph-neighbors gr)) ()))
      (progn
	(incf (digraph-order gr))
	(push i (digraph-vertices gr))
	(setf (digraph-vertex-positions gr) nil)
	(setf (gethash i (digraph-in-neighbors gr)) ())
	(setf (gethash i (digraph-out-neighbors gr)) ())) ))

(defun neighbors (i gr)
  (gethash i (if (graph-p gr)
		 (graph-neighbors gr)
		 (digraph-out-neighbors gr))) )

(defun in-neighbors (i gr)
  (gethash i (digraph-in-neighbors gr)))

(defun out-neighbors (i gr)
  (gethash i (digraph-out-neighbors gr)))

(defmfun $neighbors (i gr)
  (require-vertex 'neighbors 1 i)
  (require-graph 'neighbors 2 gr)
  (require-vertex-in-graph 'neighbors i gr)
  `((mlist simp) ,@(copy-list (neighbors i gr))))

(defmfun $out_neighbors (i gr)
  (require-vertex 'out_neighbors 1 i)
  (require-digraph 'out_neighbors 2 gr)
  (require-vertex-in-graph 'out_neighbors i gr)
  `((mlist simp) ,@(copy-list (out-neighbors i gr))))

(defmfun $in_neighbors (i gr)
  (require-vertex 'in_neighbors 1 i)
  (require-digraph 'in_neighbors 2 gr)
  (require-vertex-in-graph 'in_neighbors i gr)
  `((mlist simp) ,@(copy-list (in-neighbors i gr))))

(defmfun $degree_sequence (gr)
  (require-graph 'degree_sequence 1 gr)
  (let ((s ()))
    (dolist (v (graph-vertices gr))
      (push (length (neighbors v gr)) s))
    (setq s (sort s #'<))
    `((mlist simp) ,@s)))

(defmfun $remove_vertex (v gr)
  (require-vertex 'remove_vertex 1 v)
  (require-graph-or-digraph 'remove_vertex 2 gr)
  (require-vertex-in-graph 'remove_vertex v gr)
  (clear-vertex-label v gr)
  (remove-vertex v gr))

(defmfun $remove_vertices (vl gr)
  (require-graph-or-digraph 'remove_vertices 2 gr)
  (when (not ($listp vl))
    ($error "Argument 1 to remove_vertices is not a list."))
  (dolist (v (cdr vl))
    ($remove_vertex v gr))
  '$done)

(defun remove-vertex (v gr)
  (if (graph-p gr)
      (progn
	(dolist (u (neighbors v gr))
	  (let ((e (list (min u v) (max u v))))
	    (remove-edge e gr)))
	(clear-vertex-label v gr)
        (when (graph-vertex-positions gr)
          (setf (graph-vertex-positions gr)
                (cons '(mlist simp) (remove-if (lambda (x) (= (cadr x) v))
                                               (cdr (graph-vertex-positions gr))))))
	(setf (graph-vertices gr) (remove v (graph-vertices gr) :count 1))
	(remhash v (graph-neighbors gr))
	(decf (graph-order gr)))
      (progn
	(dolist (u (out-neighbors v gr))
	  (remove-edge (list v u) gr))
	(dolist (u (in-neighbors v gr))
	  (remove-edge (list u v) gr))
	(clear-vertex-label v gr)
        (when (digraph-vertex-positions gr)
          (setf (digraph-vertex-positions gr)
                (cons '(mlist simp) (remove-if (lambda (x) (= (cadr x) v))
                                               (cdr (digraph-vertex-positions gr))))))
	(setf (digraph-vertices gr) (remove v (digraph-vertices gr) :count 1))
	(remhash v (digraph-in-neighbors gr))
	(remhash v (digraph-out-neighbors gr))
	(decf (digraph-order gr))))
  '$done)

(defmfun $first_vertex (gr)
  (require-graph-or-digraph 'first_vertex 1 gr)
  (cond
    ((= 0 (if (graph-p gr) (graph-order gr) (digraph-order gr)))
     ($error "first_vertex: no first vertex in an empty graph."))
    (t (first (vertices gr)))))

(defmfun $max_degree (gr)
  (require-graph 'max_degree 1 gr)
  (cond
    ((= 0 (graph-order gr))
     ($error "max_degree: no max degree in an empty graph."))
    (t
     (let* ((v (first (graph-vertices gr))) (d (length (neighbors v gr))))
       (dolist (u (graph-vertices gr))
	 (when (> (length (neighbors u gr)) d)
	   (setq d (length (neighbors u gr)))
	   (setq v u)))
       `((mlist simp) ,d ,v)))))

(defmfun $min_degree (gr)
  (require-graph 'min_degree 1 gr)
  (cond
    ((= 0 (graph-order gr))
     ($error "min_degree: no min degree in an empty graph."))
    (t
     (let* ((v (first (graph-vertices gr))) (d (length (neighbors v gr))))
       (dolist (u (graph-vertices gr))
	 (when (< (length (neighbors u gr)) d)
	   (setq d (length (neighbors u gr)))
	   (setq v u)))
       `((mlist simp) ,d ,v)))))

(defmfun $average_degree (gr)
  (require-graph 'average_degee 1 gr)
  (m* 2 (m// (graph-size gr) (graph-order gr))))

(defmfun $vertex_degree (v gr)
  (require-vertex 'vertex_degree 1 v)
  (require-graph 'vertex_degree 2 gr)
  (require-vertex-in-graph 'vertex_degree v gr)
  (length (neighbors v gr)))

(defmfun $vertex_in_degree (v gr)
  (require-vertex 'vertex_in_degree 1 v)
  (require-digraph 'vertex_in_degree 2 gr)
  (require-vertex-in-graph 'vertex_in_degree v gr)
  (length (in-neighbors v gr)))

(defmfun $vertex_out_degree (v gr)
  (require-vertex 'vertex_out_degree 1 v)
  (require-digraph 'vertex_out_degree 2 gr)
  (require-vertex-in-graph 'vertex_out_degree v gr)
  (length (out-neighbors v gr)))

(defmfun $get_vertex_label (v gr &optional default)
  (require-vertex 'get_vertex_label 1 v)
  (require-graph-or-digraph 'get_vertex_label 2 gr)
  (require-vertex-in-graph 'vertex_label v gr)
  (or (get-vertex-label v gr) default))

(defun get-vertex-label (v gr)
  (gethash v  (if (graph-p gr)
		  (graph-vertex-labels gr)
		  (digraph-vertex-labels gr))))

(defmfun $get_unique_vertex_by_label (l gr)
  (unless (stringp l) (merror (intl:gettext "get_unique_vertex_by_label: first argument must be a string; found ~M") l))
  (require-graph-or-digraph 'get_unique_vertex_by_label 2 gr)
  (get-unique-vertex-by-label l gr))

(defun get-unique-vertex-by-label (l gr)
  (let ((vv (get-all-vertices-by-label l gr)))
    (cond 
      ((null vv) nil)
      ((= (length vv) 1) (first vv))
      (t (merror (intl:gettext "get_unique_vertex_by_label: two or more vertices have the same label ~:M") l)))))

(defun get-all-vertices-by-label (l gr)
  (let (vv)
    (maphash (lambda (v l1) (when (string= l1 l) (push v vv)))
             (if (graph-p gr) (graph-vertex-labels gr) (digraph-vertex-labels gr)))
    (sort vv '<)))
  
(defmfun $get_all_vertices_by_label (l gr)
  (unless (stringp l) (merror (intl:gettext "get_all_vertices_by_label: first argument must be a string; found ~M") l))
  (require-graph-or-digraph 'get_all_vertices_by_label 2 gr)
  (cons '(mlist) (get-all-vertices-by-label l gr)))

(defmfun $clear_vertex_label (v gr)
  (require-vertex 'clear_vertex_label 1 v)
  (require-graph-or-digraph 'clear_vertex_label 2 gr)
  (require-vertex-in-graph 'clear_label v gr)
  (clear-vertex-label v gr))

(defun clear-vertex-label (v gr)
  (remhash v (if (graph-p gr)
		 (graph-vertex-labels gr)
		 (digraph-vertex-labels gr)))
  '$done)

(defmfun $set_vertex_label (v l gr)
  (require-vertex 'set_vertex_label 1 v)
  (require-graph-or-digraph 'set_vertex_label 3 gr)
  (require-vertex-in-graph 'set_label v gr)
  (set-vertex-label v l gr))

(defun set-vertex-label (v l gr)
  (setf (gethash v (if (graph-p gr)
		       (graph-vertex-labels gr)
		       (digraph-vertex-labels gr)))
	l)
  '$done)

;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;
;;; edge operations
;;;
;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;

(defun require-medge (m ar e)
  (cond
    ((not (and ($listp e) (eql 2 ($length e))))
     ($error "Argument" ar "to" m "is not an edge (0)."))
    (t (let ((u ($first e)) (v ($second e)))
	 (unless (and (integerp u) (integerp v))
	   ($error "Argument" ar "to" m "is not an edge (1)."))
	 (when (eq u v)
	   ($error "Argument" ar "to" m "is not an edge (2)."))))))

(defun require-edge-in-graph (m e gr)
  (unless (is-edge-in-graph e gr)
    ($error m ": edge not in graph.")))

(defun m-edge-to-l-edge (e)
  (let ((uv (cdr e)))
    (list (apply #'min uv) (apply #'max uv))))

(defun m-edge-to-l-dedge (e)
  (let ((uv (cdr e)))
    (list (first uv) (second uv))))

(defun l-edge-to-m-edge (e)
  `((mlist simp) ,@e))

(defmfun $is_edge_in_graph (e gr)
  (require-medge 'is_edge_in_graph 1 e)
  (require-graph-or-digraph 'is_edge_in_graph 2 gr)
  (if (graph-p gr)
      (is-edge-in-graph (m-edge-to-l-edge e) gr)
      (is-edge-in-graph (m-edge-to-l-dedge e) gr)))

(defun is-edge-in-graph (e gr)
  (if (graph-p gr)
      (not (null (member (second e) (neighbors (first e) gr))))
      (not (null (member (second e) (out-neighbors (first e) gr)))) ))

(defmfun $add_edge (e gr)
  (require-medge 'add_edge 1 e)
  (require-graph-or-digraph 'add_edge 2 gr)
  (let* ((e1 (if (graph-p gr)
		 (m-edge-to-l-edge e)
		 (m-edge-to-l-dedge e)))
	 (u (first e1)) (v (second e1)))
    (cond
      ((not (and (is-vertex-in-graph u gr) (is-vertex-in-graph v gr)))
       ($error "add_edge: end vertices are not in graph!"))
      ((eq u v)
       ($error "add_edge: end vertices are equal!"))
      ((is-edge-in-graph e1 gr)
       ($error "add_edge: edge already in graph!")))
    (add-edge e1 gr)))

(defmfun $add_edges (el gr)
  (require-graph-or-digraph 'add_edges 2 gr)
  (if (not ($listp el))
      ($error "Argument 1 to add_edges is not a list!")
      (dolist (e (cdr el))
	(require-medge 'add_edges 1 e)
	($add_edge e gr)))
  '$done)

(defun add-edge (e gr)
  (let ((u (first e)) (v (second e)))
    (if (graph-p gr)
	(progn
	  (push v (gethash u (graph-neighbors gr)))
	  (push u (gethash v (graph-neighbors gr)))
	  (push e (graph-edges gr))
	  (incf (graph-size gr)))
	(progn
	  (push v (gethash u (digraph-out-neighbors gr)))
	  (push u (gethash v (digraph-in-neighbors gr)))
	  (push e (digraph-edges gr))
	  (incf (digraph-size gr))))
    '$done))

(defun add-edges (elist gr)
  (dolist (e elist)
    (add-edge e gr)))

(defmfun $edges (gr)
  (require-graph-or-digraph 'edges 1 gr)
  (let ((e (mapcar #'(lambda (u) `((mlist simp) ,@(copy-list u)))
		   (edges gr))))
    `((mlist simp) ,@e)))

(defun edges (gr)
  (if (graph-p gr)
      (graph-edges gr)
      (digraph-edges gr)))

(defmfun $remove_edge (e gr)
  (require-medge 'remove_edge 1 e)
  (require-graph-or-digraph 'remove_edge 2 gr)
  (unless ($is_edge_in_graph e gr)
    ($error "remove_edge: edge" e "is not in graph."))
  (remove-edge (if (graph-p gr)
		   (m-edge-to-l-edge e)
		   (m-edge-to-l-dedge e))
	       gr))

(defmfun $remove_edges (el gr)
  (require-graph-or-digraph 'remove_edges 2 gr)
  (unless ($listp el)
    ($error "Argument 1 to remove_edges is not a list."))
  (dolist (e (cdr el))
    ($remove_edge e gr))
  '$done)

(defun remove-edge (e gr)
  (let ((u (first e)) (v (second e)))
    (if (graph-p gr)
	(progn
	  (setf (gethash u (graph-neighbors gr))
		(remove v (gethash u (graph-neighbors gr)) :count 1))
	  (setf (gethash v (graph-neighbors gr))
		(remove u (gethash v (graph-neighbors gr)) :count 1))
	  (clear-edge-weight e gr)
	  (decf (graph-size gr))
	  (setf (graph-edges gr)
		(remove `(,u ,v) (graph-edges gr) :test #'equal :count 1)))
	(progn
	  (setf (gethash u (digraph-out-neighbors gr))
		(remove v (gethash u (digraph-out-neighbors gr)) :count 1))
	  (setf (gethash v (digraph-in-neighbors gr))
		(remove u (gethash v (digraph-in-neighbors gr)) :count 1))
	  (clear-edge-weight e gr)
	  (decf (digraph-size gr))
	  (setf (digraph-edges gr)
		(remove `(,u ,v) (digraph-edges gr) :test #'equal :count 1))))
    '$done))

(defmfun $contract_edge (e gr)
  (require-medge 'contract_edge 1 e)
  (require-graph 'contract_edge 2 gr)
  (let* ((e1 (m-edge-to-l-edge e)) (u (first e1)) (v (second e1)))
    (dolist (x (neighbors v gr))
      (unless (= x u)
	(let ((e2 (list (min x u) (max x u))))
	  (unless (is-edge-in-graph e2 gr)
	    (add-edge e2 gr)))))
    (remove-vertex v gr))
  '$done)

(defmfun $contract_edges (el gr)
  (require-graph-or-digraph 'contract_edges 2 gr)
  (unless ($listp el)
    ($error "Argument 1 to contract_edges is not a list."))
  (dolist (e (cdr el))
    ($contract_edge e gr))
  '$done)

(defmfun $get_edge_weight (e gr &optional default not-present)
  (require-medge 'get_edge_weight 1 e)
  (require-graph-or-digraph 'get_edge_weight 2 gr)
  (unless ($is_edge_in_graph e gr)
    (if (null not-present)
	($error "get_edge_weight: edge not in graph")
	(return-from $get_edge_weight not-present)))
  (let ((w (if (graph-p gr)
	       (get-edge-weight (m-edge-to-l-edge e) gr)
	       (get-edge-weight (m-edge-to-l-dedge e) gr))))
    (or w default 1)))

(defun get-edge-weight (e gr)
  (let* ((edge-weights
	  (if (graph-p gr)
	      (graph-edge-weights gr)
	      (digraph-edge-weights gr))))
    (gethash e edge-weights)))

(defmfun $clear_edge_weight (e gr)
  (require-medge 'clear_edge_weight 1 e)
  (require-graph-or-digraph 'clear_edge_weight 2 gr)
  (unless ($is_edge_in_graph e gr)
    ($error "clear_edge_weight: edge not in graph"))
  (if (graph-p gr)
      (clear-edge-weight (m-edge-to-l-edge e) gr)
      (clear-edge-weight (m-edge-to-l-dedge e) gr)))

(defun clear-edge-weight (e gr)
  (let*
      ((edge-weights
	(if (graph-p gr)
	    (graph-edge-weights gr)
	    (digraph-edge-weights gr))))
    (remhash e edge-weights)
    '$done))

(defmfun $set_edge_weight (e w gr)
  (require-medge 'set_edge_weight 1 e)
  (require-graph-or-digraph 'set_edge_weight 3 gr)
  (unless ($is_edge_in_graph e gr)
    ($error "set_edge_weight: edge not in graph"))
  (if (graph-p gr)
      (set-edge-weight (m-edge-to-l-edge e) w gr)
      (set-edge-weight (m-edge-to-l-dedge e) w gr)))

(defun set-edge-weight (e w gr)
  (let*
      ((edge-weights
	(if (graph-p gr)
	    (graph-edge-weights gr)
	    (digraph-edge-weights gr))))
    (setf (gethash e edge-weights) w)
    '$done))

(defmfun $connect_vertices (sources sinks gr)
  (require-graph 'connect_vertices 3 gr)
  (if ($listp sources)
      (setq sources (cdr sources))
      (setq sources `(,sources)))
  (if ($listp sinks)
      (setq sinks (cdr sinks))
      (setq sinks `(,sinks)))
  (dolist (u sources)
    (dolist (v sinks)
      ($add_edge `((mlist simp) ,u ,v) gr)))
  '$done)

(defmfun $subdivide_edge (e gr)
  (require-graph 'subdivide_edge 2 gr)
  (require-edge-in-graph 'subdivide_edge (m-edge-to-l-edge e) gr)
  (let ((new-vertex (1+ (apply #'max (vertices gr))))
	(x ($first e))
	(y ($second e)))
    ($remove_edge (cons '(mlist simp) (list x y)) gr)
    ($add_vertex new-vertex gr)
    ($add_edge (cons '(mlist simp) (list x new-vertex)) gr)
    ($add_edge (cons '(mlist simp) (list y new-vertex)) gr))
  '$done)

;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;
;; implementation of a set using hash tables
;;
;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;

(defstruct ht-set
  (content (make-hash-table)))

(defun new-set (&rest initial-content)
  (let ((set (make-ht-set)))
    (dolist (obj initial-content)
      (set-add obj set))
    set))

(defun set-member (obj set)
  (gethash obj (ht-set-content set)))

(defun set-add (obj set)
  (setf (gethash obj (ht-set-content set)) t))

(defun set-remove (obj set)
  (remhash obj (ht-set-content set)))

(defun set-emptyp (set)
  (= 0 (hash-table-count (ht-set-content set))))

(defun set-elements (set)
  (let (elts)
    (maphash #'(lambda (key val)
		 (declare (ignore val))
		 (push key elts))
	     (ht-set-content set))
    elts))


;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;
;;; graph definitions
;;;
;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;

(defmfun $empty_graph (n)
  (let ((gr (make-graph)))
    (dotimes (i n)
      (add-vertex i gr))
    gr))

(defmfun $empty_digraph (n)
  (let ((gr (make-digraph)))
    (dotimes (i n)
      (add-vertex i gr))
    gr))

(defmfun $create_graph (v_list e_list &optional dir)
  (let ((directed nil))
    ;; check if the graph is a directed graph
    (cond ((atom dir)
	   (when dir (setq directed t)))
	  ((and (eq (caar dir) 'mequal)
		(eq (cadr dir) '$directed)
		(eq (caddr dir) t))
	   (setq directed t)))
    (unless (or (integerp v_list) ($listp v_list))
      ($error "Argument 1 to create_graph is not a list."))
    (unless ($listp e_list)
      ($error "Argument 2 to create_graph is not a list."))
    (let ((gr (if directed (make-digraph) (make-graph))))
      (if (integerp v_list)
	  (dotimes (v v_list)
	    ($add_vertex v gr))
	  (dolist (v (reverse (cdr v_list)))
	    (if ($listp v)
		(progn
		  ($add_vertex ($first v) gr)
		  ($set_vertex_label ($first v) ($second v) gr))
		($add_vertex v gr))))
      (dolist (e (cdr e_list))
	(if ($listp ($first e))
	    (progn
	      ($add_edge ($first e) gr)
	      ($set_edge_weight ($first e) ($second e) gr))
	    ($add_edge e gr)))
      gr)))

(defmfun $cycle_graph (n)
  (let ((g ($empty_graph n)) pos)
    (dotimes (i (1- n))
      (add-edge (list i (1+ i)) g))
    (add-edge (list 0 (1- n)) g)
    (dotimes (i n)
      (setq pos (cons `((mlist simp) ,i
                        ((mlist simp) ,($cos (* i 2 pi (/ n))) ,($sin (* i 2 pi (/ n)))))
                      pos)))
    ($set_positions (cons '(mlist simp) pos) g)
    g))

(defmfun $cycle_digraph (n)
  (let ((g ($empty_digraph n)))
    (dotimes (i (1- n))
      (add-edge (list i (1+ i)) g))
    (add-edge (list (1- n) 0) g)
    g))

(defmfun $path_graph (n)
  (let ((g ($empty_graph n)) pos)
    (dotimes (i (1- n))
      (add-edge (list i (1+ i)) g))
    (dotimes (i n)
      (setq pos (cons `((mlist simp) ,i
                        ((mlist simp) ,i 0))
                      pos)))
    ($set_positions (cons '(mlist simp) pos) g)
    g))

(defmfun $path_digraph (n)
  (let ((g ($empty_digraph n)))
    (dotimes (i (1- n))
      (add-edge (list i (1+ i)) g))
    g))

(defmfun $petersen_graph (&optional n d)
  (if (null d)
      (setq n 5 d 2)
      (unless (and (integerp n) (integerp d))
	($error "Arguments to petersen_graph are not integers!")))
  (let ((g ($empty_graph (* 2 n)))
	(positions ()))
    (dotimes (i n)
      (add-edge `(,i ,(+ n i)) g)
      (when (or (/= n (* 2 d))
		(< i d))
	(let* ((u (+ i n)) (v (+ (mod (+ i d) n) n))
	       (e1 (min v u)) (e2 (max v u)))
	(add-edge `(,e1 ,e2) g)))
      (let* ((u (mod (1+ i) n)) (e1 (min u i)) (e2 (max u i)))
	(add-edge `(,e1 ,e2) g)))
    (dotimes (i n)
      (push `((mlist simp) ,i ((mlist simp)
			       ,($sin (/ (* 2 i pi) n))
			       ,($cos (/ (* 2 i pi) n))))
	    positions)
      (push `((mlist simp) ,(+ n i) ((mlist simp)
				     ,(* 0.66 ($sin (/ (* 2 i pi) n)))
				     ,(* 0.66 ($cos (/ (* 2 i pi) n)))))
	    positions))
    (setf (graph-vertex-positions g) (cons '(mlist simp) positions))
    g))

(defmfun $complement_graph (gr)
  (require-graph 'complement_graph 1 gr)
  (let*
      ((co (make-graph))
       (vrt (vertices gr)))
    (dolist (v vrt)
      (add-vertex v co))
    (dolist (u vrt)
      (dolist (v vrt)
	(when (and (< u v) (not (is-edge-in-graph `(,u ,v) gr)))
	  (add-edge `(,u ,v) co))))
    (setf (graph-vertex-positions co) (graph-vertex-positions gr))
    co))

(defmfun $complete_graph (n)
  (if (not (and (integerp n ) (>= n 0)))
      ($error "Argument 1 to complete_graph is not a positive integer"))
  (let ((g ($empty_graph n))
        (pos))
    (dotimes (i n)
      (do
       ((j (1+ i) (1+ j)))
       ((= j n))
	(add-edge `(,i ,j) g)))
    (dotimes (i n)
      (push `((mlist simp) ,i ((mlist simp)
                               ,($cos (/ (* 2 i pi) n))
                               ,($sin (/ (* 2 i pi) n))))
            pos))
    (setf (graph-vertex-positions g) (cons '(mlist simp) pos))
    g))

(defmfun $from_adjacency_matrix (m)
  (if (not ($matrixp m))
      ($error "Argument 1 to from_adjacency_matrix is not a matrix"))
  (if (not (= ($length m) ($length ($first m))))
      ($error "Argument 1 to from_adjacency_matrix is not a square matrix"))
  (let* ((n ($length m)) (g ($empty_graph n)))
    (dotimes (i n)
      (do ((j (1+ i) (1+ j)))
	  ((= j n))
	(if (not (= 0 (nth (1+ i) (nth (1+ j) m))))
	    (add-edge `(,i ,j) g))))
    g))

(defmfun $graph_union (&rest gr-list)
  (cond
    ((= 0 (length gr-list))
     ($empty_graph 0))
    ((= 1 (length gr-list))
     (first gr-list))
    ((= 2 (length gr-list))
     (graph-union (first gr-list) (second gr-list)))
    (t
     (graph-union (first gr-list) (apply #'$graph_union (rest gr-list))))))

(defun graph-union (g1 g2)
  (require-graph 'graph_union 1 g1)
  (require-graph 'graph_union 2 g2)
  (let ((g (make-graph)) (n (1+ (apply #'max (graph-vertices g1)))))
    (dolist (v (graph-vertices g1))
      (add-vertex v g))
    (dolist (e (graph-edges g1))
      (add-edge e g))
    (dolist (v (graph-vertices g2))
      (add-vertex (+ n v) g))
    (dolist (e (graph-edges g2))
      (add-edge (list (+ n (first e)) (+ n (second e))) g))
    g))

(defmfun $graph_join (g1 g2)
  (require-graph 'graph_join 1 g1)
  (require-graph 'graph_join 2 g2)
  (let ((g (make-graph)) (n (1+ (apply #'max (graph-vertices g1)))))
    (dolist (v (graph-vertices g1))
      (add-vertex v g))
    (dolist (e (graph-edges g1))
      (add-edge e g))
    (dolist (v (graph-vertices g2))
      (add-vertex (+ n v) g))
    (dolist (e (graph-edges g2))
      (add-edge (list (+ n (first e)) (+ n (second e))) g))
    (dolist (v (graph-vertices g1))
      (dolist (u (graph-vertices g2))
	(add-edge (list v (+ n u)) g)))
    g))

(defun get-canonical-names (l)
  (let ((names ()) (i 0))
    (dolist (v l)
      (push `(,v . ,i) names)
      (setq i (1+ i)))
    names))

(defmfun $graph_product (&rest gr-list)
  (cond
    ((= 0 (length gr-list))
     ($empty_graph 0))
    ((= 1 (length gr-list))
     (first gr-list))
    ((= 2 (length gr-list))
     (graph-product (first gr-list) (second gr-list)))
    (t
     (graph-product (first gr-list) (apply #'$graph_product (rest gr-list))))))

(defun graph-product (g1 g2)
  (require-graph 'graph_product 1 g1)
  (require-graph 'graph_product 2 g2)
  (let*
      ((names1 (get-canonical-names (graph-vertices g1)))
       (names2 (get-canonical-names (graph-vertices g2)))
       (size1 (graph-order g1))
       (size2 (graph-order g2))
       (size (* size1 size2))
       (g ($empty_graph size)))
    (dolist (e (graph-edges g1))
      (dolist (v (graph-vertices g2))
	(let*
	    ((v1 (cdr (assoc (first e) names1)))
	     (v2 (cdr (assoc (second e) names1)))
	     (u (cdr (assoc v names2)))
	     (f (list (+ (* u size1) v1) (+ (* u size1) v2)))
	     (f (list (apply #'min f) (apply #'max f))))
	  (add-edge f g))))
    (dolist (e (graph-edges g2))
      (dolist (v (graph-vertices g1))
	(let*
	    ((v1 (cdr (assoc (first e) names2)))
	     (v2 (cdr (assoc (second e) names2)))
	     (u (cdr (assoc v names1)))
	     (f (list (+ (* v1 size1) u) (+ (* v2 size1) u)))
	     (f (list (apply #'min f) (apply #'max f))))
	  (add-edge f g))))
    g))

(defmfun $line_graph (gr)
  (require-graph 'line_graph 1 gr)
  (let* ((edge-list
	  (get-canonical-names (graph-edges gr))) (n (graph-size gr))
	 (g ($empty_graph n)))
    (dotimes (i n)
      (do ((j (1+ i) (1+ j)))
	  ((= j n))
	(let ((e (car (rassoc i edge-list))) (f (car (rassoc j edge-list))))
	  (if
	   (or (member (first e) f) (member (second e) f))
	   (add-edge `(,i ,j) g)))))
    g))

(defmfun $random_graph (n p)
  (if (not (integerp n))
      ($error "Argument 1 to random_graph is not an integer"))
  (if (not (floatp ($float p)))
      ($error "Argument 2 to random_graph is not a float"))
  (let ((g ($empty_graph n))
	(p ($float p)))
    (dotimes (i n)
      (do ((j (1+ i) (1+ j)))
	  ((= j n))
	(if (< (random 1.0) p)
	    (add-edge `(,i ,j) g))))
    g))

(defmfun $random_graph1 (n m)
  #+sbcl (declare (notinline $random_graph1))
  (unless (integerp n)
    ($error "Argument 1 to random_graph is not an integer"))
  (unless (integerp m)
    ($error "Argument 2 to random_graph is not an integer"))
  (when (< (* n (1- n)) (* 2 m))
    ($error "random_graph1: no such graph"))
  (when (< (* n (1- n)) (* 4 m))
    (return-from $random_graph1
      ($complement_graph ($random_graph1 n (- (/ (* n (1- n)) 2) m)))))
  (let ((g ($empty_graph n)))
    (do ((i 0)) ((= i m))
      (let ((u (random n)) (v (random n)))
	(unless (= u v)
	  (let ((e (list (min u v) (max u v))))
	    (unless (is-edge-in-graph e g)
	      (setq i (1+ i))
	      (add-edge e g))))))
    g))

(defmfun $random_bipartite_graph (a b p)
  (unless (integerp a)
    ($error "Argument 1 to random graph is not an integer"))
  (unless (integerp b)
    ($error "Argument b to random graph is not an integer"))
  (let ((g ($empty_graph (+ a b))))
    (dotimes (x a)
      (dotimes (y b)
	(when (< (random 1.0) p)
	  (add-edge (list x (+ a y)) g))))
    g))

(defmfun $random_digraph (n p)
  (unless (integerp n)
    ($error "Argument 1 to random_digraph is not an integer"))
  (unless (floatp ($float p))
    ($error "Argument 2 to random_digraph is not a float"))
  (let ((g ($empty_digraph n))
	(p ($float p)))
    (dotimes (i n)
      (dotimes (j n)
	(when (and (not (= i j)) (< (random 1.0) p))
	  (add-edge `(,i ,j) g))))
    g))

(defmfun $random_tournament (n)
  (unless (and (integerp n) (>= n 0))
    ($error "Argument 1 to random_tournament is not a positive integer"))
  (let ((g ($empty_digraph n)))
    (dotimes (i n)
      (do ((j (1+ i) (1+ j)))
	  ((= j n))
	(if (and (not (= i j)) (< (random 1.0) 0.5))
	    (add-edge `(,i ,j) g)
	    (add-edge `(,j ,i) g))))
    g))

(defmfun $random_tree (n)
  (unless (and  (integerp n) (>= n 0))
    ($error "Argument 1 to random_tree is not a positive integer"))
  (let*
      ((tr ($empty_graph n))
       (vrt (remove 0 (graph-vertices tr) :count 1))
       (tree-vrt '(0)))
    (dotimes (i (1- n))
      (let
	  ((u (nth (random (length vrt)) vrt))
	   (v (nth (random (length tree-vrt)) tree-vrt)))
	(setq vrt (remove u vrt :count 1))
	(push u tree-vrt)
	(add-edge (list (min u v) (max u v)) tr)))
    tr))

(defmfun $underlying_graph (gr)
  (require-digraph 'underlying_graph 1 gr)
  (let ((g (make-graph)))
    (dolist (v (vertices gr))
      (add-vertex v g))
    (dolist (e (digraph-edges gr))
      (let ((u (first e)) (v (second e)))
	(let ((e1 (list (apply #'min e) (apply #'max e))))
	  (when (not (is-edge-in-graph e1 g))
	    (add-edge `(,u ,v) g)))))
    g))

(defmfun $induced_subgraph (vl gr)
  (require-graph 2 'induced_subgraph gr)
  (unless ($listp vl)
    ($error "First argument to induced_subgraph is not a list."))
  (let
      ((v_l (cdr vl))
       (g (make-graph)))
    (dolist (v v_l)
      (when (not (is-vertex-in-graph v gr))
	($error
	 "induced_subgraph: second argument is not a list of vertices"))
      (add-vertex v g)
      (let ((l (get-vertex-label v gr)))
	(when l
	  (set-vertex-label v l g))))
    (dolist (e (graph-edges gr))
      (let ((u (first e)) (v (second e)))
	(when (and (member u v_l) (member v v_l))
	  (add-edge e g))))
    g))

(defmfun $wheel_graph (n)
  (unless (and (integerp n) (>= n 3))
    ($error "wheel_graph: first argument is no an integer greater than 3"))
  (let ((g ($cycle_graph n))
	(positions ()))
    (add-vertex n g)
    (dotimes (i n)
      (add-edge `(,i ,n) g))
    (dotimes (i n)
      (push `((mlist simp) ,i ((mlist simp)
			       ,($sin (/ (* 2 i pi) n))
			       ,($cos (/ (* 2 i pi) n))))
	    positions))
    (push `((mlist simp) ,n ((mlist simp) 0 0)) positions)
    ($set_positions (cons '(mlist simp) positions) g)
    g))

(defmfun $circulant_graph (n l)
  (unless (and (integerp n) (> n 0))
    ($error "Argument 1 to circulant_graph is not a positive integer."))
  (unless ($listp l)
    ($error "Argument 2 to circulant_graph is not a list."))
  (let ((g ($empty_graph n))
	(positions ()))
    (dolist (d (cdr l))
      (unless (and (integerp d) (> d 0))
	($error
	 "Argument 2 to circulant graph is no a list of positive integers"))
      (dotimes (i n)
	(let ((e `(,i ,(mod (+ i d) n))))
	  (setq e (list (apply #'min e) (apply #'max e)))
	  (add-edge e g))))
    (dotimes (i n)
      (push `((mlist simp) ,i ((mlist simp)
			       ,($sin (m// (m* 2.0 i pi) n))
			       ,($cos (m// (m* 2.0 i pi) n))))
	    positions))
    ($set_positions (cons '(mlist simp) positions) g)
    g))

;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;
;;; graph properties
;;;
;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;

;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;
;;; Connected components
;;;

(defmfun $connected_components (gr)
  (require-graph 'connected_components 1 gr)
  (when (= 0 (graph-order gr))
    (return-from $connected_components '((mlist simp))))
  (let ((components ()) (visited (make-hash-table)))
    (loop for v in (vertices gr) do
	 (unless (gethash v visited)
	   (let ((c ()) (active ()))
	     (push v active)
	     (loop while active do
		  (let ((x (pop active)))
		    (push x c)
		    (setf (gethash x visited) t)
		    (dolist (u (neighbors x gr))
		      (unless (or (gethash u visited) (member u active))
			(push u active)))))
	     (push `((mlist simp) ,@c) components))))
    `((mlist simp) ,@components)))

(defmfun $is_connected (gr)
  (require-graph 'is_connected 1 gr)
  (<= ($length ($connected_components gr)) 1))

(defmfun $is_tree (gr)
  (require-graph 'is_tree 1 gr)
  (and ($is_connected gr) (= (graph-order gr) (1+ (graph-size gr)))))

;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;
;;; Reachable vertices
;;;


(defmfun $reachable_vertices (v gr)
  (require-graph-or-digraph 'reachable_vertices 2 gr)
  (require-vertex 'reachable_vertices 1 v)
  (require-vertex-in-graph 'reachable_vertices v gr)
  (when (= 0 (if (graph-p gr) (graph-order gr) (digraph-order gr)))
    (return-from $reachable_vertices '((mlist simp))))
  (let ((component ()) (visited (make-hash-table)))
    (unless (gethash v visited)
      (let ((active ()))
	(push v active)
	(loop while active do
	     (let ((x (pop active)))
	       (push x component)
	       (setf (gethash x visited) t)
	       (dolist (u (if (graph-p gr) (neighbors x gr) (out-neighbors x gr)))
		 (unless (or (gethash u visited) (member u active))
		   (push u active)))))))
    `((mlist simp) ,@component)))

;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;
;;; Adjacency matrix and Laplacian matrix
;;;

(defmfun $adjacency_matrix (gr)
  (require-graph-or-digraph 'adjacency_matrix 1 gr)
  (let* ((n (if (graph-p gr) (graph-order gr) (digraph-order gr)))
	 (m ($zeromatrix n n))
	 (names (get-canonical-names (vertices gr))))
    (dolist (e (edges gr))
      (setf (nth (1+ (cdr (assoc (first e) names)))
		 (nth (1+ (cdr (assoc (second e) names))) m)) 1)
      (when (graph-p gr)
	(setf (nth (1+ (cdr (assoc (second e) names)))
		   (nth (1+ (cdr (assoc (first e) names))) m)) 1)))
    m))

(defmfun $laplacian_matrix (gr)
  (require-graph 'laplacian_matrix 1 gr)
  (let ((m ($zeromatrix (graph-order gr) (graph-order gr)))
	(names (get-canonical-names (vertices gr))))
    (dolist (v (graph-vertices gr))
      (setf (nth (1+ (cdr (assoc v names)))
		 (nth (1+ (cdr (assoc v names))) m))
	    (length (neighbors v gr))))
    (dolist (e (graph-edges gr))
      (setf (nth (1+ (cdr (assoc (first e) names)))
		 (nth (1+ (cdr (assoc (second e) names))) m)) -1)
      (setf (nth (1+ (cdr (assoc (second e) names)))
		 (nth (1+ (cdr (assoc (first e) names))) m)) -1))
    m))

(defmfun $graph_charpoly (gr x)
  (require-graph 'graph_charpoly 1 gr)
  (let (($ratmx t))
    ($charpoly ($adjacency_matrix gr) x)))

(defmfun $graph_eigenvalues (gr)
  (require-graph 'graph_eigenvalues 1 gr)
  (let (($ratmx t))
    (mfuncall '$eigenvalues ($adjacency_matrix gr))))

;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;
;;; girth, odd_girth
;;;

(defmfun $girth (gr)
  (require-graph 'girth 1 gr)
  (girth gr nil))

(defmfun $odd_girth (gr)
  (require-graph 'odd_girth 1 gr)
  (girth gr t))

(defun girth (gr odd)
  (let ((girth (1+ (graph-order gr))))
    (dolist (v (graph-vertices gr))
      (let
	  ((visited (new-set v))
	   (active (new-set v))
	   (next)
	   (depth 1))
	(do ()
	    ((or (set-emptyp active)
		 (> (* 2 depth) girth)
		 (<= girth 3)))
	  (setq next (new-set))
	  (dolist (u (set-elements active))
	    (dolist (w (neighbors u gr))
	      (if (not (set-member w visited))
		  (progn
		    (set-add w visited)
		    (set-add w next))
		  (progn
		    (if (set-member w active)
			(setq girth (- (* 2 depth) 1)))
		    (if (and (not odd) (set-member w next))
			(setq girth (min girth (* 2 depth))))))))
	  (setq active next)
	  (setq depth (1+ depth)))))
    (if (> girth (graph-order gr))
	'$inf
	girth)))

;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;
;;; diameter, radius
;;;

(defmfun $vertex_eccentricity (v gr)
  (require-graph 'vertex_eccentricity 1 gr)
  (require-vertex-in-graph 'vertex_eccentricity v gr)
  (let ((ecc (eccentricity (list v) gr)))
    (gethash v ecc)))

(defun eccentricity (v_list gr)
  (unless ($is_connected gr)
    ($error "eccentricity: graph is not connected."))
  (let ((ecc (make-hash-table)))
    (dolist (v v_list)
      (let
	  ((visited (new-set v))
	   (active (new-set v))
	   (next)
	   (depth -1))
	(do ()
	    ((set-emptyp active))
	  (setq next (new-set))
	  (dolist (u (set-elements active))
	    (dolist (w (neighbors u gr))
	      (when (not (set-member w visited))
		(set-add w visited)
		(set-add w next))))
	  (setq active next)
	  (setq depth (1+ depth)))
	(setf (gethash v ecc) depth)))
      ecc))

(defmfun $diameter (gr)
  (require-graph 'diameter 1 gr)
  (let ((ecc (eccentricity (vertices gr) gr))
	(diameter 0))
    (maphash #'(lambda (key val)
		 (declare (ignore key))
		 (when (> val diameter)
		   (setq diameter val)))
	     ecc)
    diameter))

(defmfun $radius (gr)
  (require-graph 'radius 1 gr)
  (let ((ecc (eccentricity (vertices gr) gr))
	(radius ($graph_order gr)))
    (maphash #'(lambda (key val)
		 (declare (ignore key))
		 (when (< val radius)
		   (setq radius val)))
	     ecc)
    radius))

(defmfun $graph_center (gr)
  (require-graph 'graph_center 1 gr)
  (let ((ecc (eccentricity (vertices gr) gr))
	(per ())
	(radius ($graph_order gr)))
    (maphash #'(lambda (key val)
		 (declare (ignore key))
		 (when (< val radius)
		   (setq radius val)))
	     ecc)
    (maphash #'(lambda (key val)
		 (when (= val radius)
		   (push key per)))
	     ecc)
    `((mlist simp) ,@per)))

(defmfun $graph_periphery (gr)
  (require-graph 'graph_periphery 1 gr)
  (let ((ecc (eccentricity (vertices gr) gr))
	(center ())
	(diameter 0))
    (maphash #'(lambda (key val)
		 (declare (ignore key))
		 (when (> val diameter)
		   (setq diameter val)))
	     ecc)
    (maphash #'(lambda (key val)
		 (when (= val diameter)
		   (push key center)))
	     ecc)
    `((mlist simp) ,@center)))

;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;
;;; bipartition
;;;

(defmfun $bipartition (gr)
  (require-graph 'bipartition 1 gr)
  (when (= (graph-order gr) 0)
    (return-from $bipartition `((mlist simp) ((mlist simp)) ((mlist simp)))))
  (let ((components (cdr ($connected_components gr))) (A ()) (B ()))
    (dolist (c components)
      (let ((partition (bi-partition (first (cdr c)) gr)))
	(if (null partition)
	    (return-from $bipartition `((mlist simp)))
	    (progn
	      (setq A (append A (first partition)))
	      (setq B (append B (second partition)))))))
    `((mlist simp) ((mlist simp) ,@A) ((mlist simp) ,@B))))

(defun bi-partition (v gr)
  (let
      ((A ())
       (B ())
       (visited (new-set))
       (active `(,v))
       (colors (make-hash-table)))
    (setf (gethash v colors) 1)
    (do ()
	((null active))
      (let*
	  ((w (pop active))
	   (wc (gethash w colors)))
	(set-add w visited)
	(if (= wc 1)
	    (push w A)
	    (push w B))
	(dolist (u (neighbors w gr))
	  (if (set-member u visited)
	      (when (= (gethash u colors) wc)
		(return-from bi-partition ()))
	      (unless (member u active)
		(push u active)
		(setf (gethash u colors) (- 1 wc)))))))
    `(,A ,B)))

(defmfun $is_bipartite (gr)
  (require-graph 'is_bipartite 1 gr)
  (> ($length ($bipartition gr)) 1))

;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;
;;; 2-connectivity
;;;

(defmfun $biconnected_components (gr)
  (require-graph 'biconnected_components 1 gr)
  (if (= 0 (graph-order gr))
      `((mlist simp))
      (let
	  ((bicomp `((mlist simp)))
	   (comp (cdr ($connected_components gr))))
	(dolist (c comp)
	  (if (= ($length c) 1)
	      (setq bicomp ($append bicomp `((mlist simp) ,c)))
	      (setq bicomp ($append bicomp (bicomponents ($first c) gr)))))
	bicomp)))

(defmfun $is_biconnected (gr)
  (require-graph 'is_biconnected 1 gr)
  (eql ($length ($biconnected_components gr)) 1))

(defvar *dfs-bicomp-depth* 0)
(defvar *dfs-bicomp-num* ())
(defvar *dfs-bicomp-low-pt* ())
(defvar *dfs-bicomp-edges* ())
(defvar *bicomponents* ())

(defun bicomponents (v gr)
  (let ((bicomp ()))
    (setq *dfs-bicomp-depth* 0)
    (setq *dfs-bicomp-num* (make-hash-table))
    (setq *dfs-bicomp-low-pt* (make-hash-table))
    (setq *dfs-bicomp-edges* (make-hash-table))
    (setq *bicomponents* ())
    (dolist (v (graph-vertices gr))
      (setf (gethash v *dfs-bicomp-num*) 0))
    (dfs-bicomponents gr v)
    (dolist (c *bicomponents*)
      (let ((curr-comp ()))
	(dolist (e c)
	  (let ((u (first e)) (v (second e)))
	    (unless (member u curr-comp)
	      (push u curr-comp))
	    (unless (member v curr-comp)
	      (push v curr-comp))))
	(setq bicomp (cons `((mlist simp) ,@(sort curr-comp #'<)) bicomp))))
    `((mlist simp) ,@bicomp)))

(defun dfs-bicomponents (gr w)
  (setq *dfs-bicomp-depth* (1+ *dfs-bicomp-depth*))
  (setf (gethash w *dfs-bicomp-num*) *dfs-bicomp-depth*)
  (setf (gethash w *dfs-bicomp-low-pt*) *dfs-bicomp-depth*)
  (dolist (u (neighbors w gr))
    (when (< (gethash u *dfs-bicomp-num*) (gethash w *dfs-bicomp-num*))
      (push `(,w ,u) *dfs-bicomp-edges*))
    (if (= 0 (gethash u *dfs-bicomp-num*))
	(progn
	  (dfs-bicomponents gr u)
	  (if (>= (gethash u *dfs-bicomp-low-pt*)
		  (gethash w *dfs-bicomp-num*))
	      (let ((e 0) (comp ()))
		(do ()
		    ((equal e `(,w ,u)))
		  (setq e (pop *dfs-bicomp-edges*))
		  (push e comp))
		(push comp *bicomponents*))
	      (setf (gethash w *dfs-bicomp-low-pt*)
		    (min (gethash w *dfs-bicomp-low-pt*)
			 (gethash u *dfs-bicomp-low-pt*)))))
	(setf (gethash w *dfs-bicomp-low-pt*)
	      (min (gethash w *dfs-bicomp-low-pt*)
		   (gethash u *dfs-bicomp-num*))))))

;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;
;;; strong connectivity
;;;

(defvar *scon-low* nil)
(defvar *scon-dfn* nil)
(defvar *scon-comp* nil)
(defvar *scon-st*  nil)
(defvar *scon-vrt* nil)
(defvar *scon-depth* 0)

(defmfun $strong_components (gr)
  (require-digraph 'strong_components 1 gr)
  (if (= 0 (digraph-order gr))
      `((mlist simp))
      (let ((res))
	(setq *scon-low* (make-hash-table))
	(setq *scon-dfn* (make-hash-table))
	(setq *scon-comp* ())
	(setq *scon-st* ())
	(setq *scon-vrt* (digraph-vertices gr))
	(loop while (not (null *scon-vrt*)) do
	      (setq *scon-depth* 0)
	      (dfs-strong-components gr (first *scon-vrt*))
	      (dolist (c *scon-comp*)
		(push c res))
	      (setq *scon-comp* ()))
	`((mlist simp) ,@res))))

(defmfun $is_sconnected (gr)
  (require-digraph 'strong_components 1 gr)
  (eql ($length ($strong_components gr)) 1))

(defun dfs-strong-components (gr v)
  (incf *scon-depth*)
  (setf (gethash v *scon-dfn*) *scon-depth*)
  (setf (gethash v *scon-low*) *scon-depth*)
  (setf *scon-vrt* (remove v *scon-vrt* :count 1))
  (push v *scon-st*)
  (dolist (u (neighbors v gr))
    (if (gethash u *scon-dfn*)
	(when (and (< (gethash u *scon-dfn*) (gethash v *scon-dfn*))
		   (member u *scon-st*))
	  (setf (gethash v *scon-low*)
		(min (gethash v *scon-low*)
		     (gethash u *scon-dfn*))))
	(progn
	  (dfs-strong-components gr u)
	  (setf (gethash v *scon-low*)
		(min (gethash v *scon-low*)
		     (gethash u *scon-low*))))))
  (when (= (gethash v *scon-low*) (gethash v *scon-dfn*))
    (let ((x (pop *scon-st*))
	  (comp ()))
      (loop while (not (= x v)) do
	   (push x comp)
	   (setq x (pop *scon-st*)))
      (push x comp)
      (setq *scon-comp* (cons `((mlist simp) ,@comp) *scon-comp*)))))

;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;
;;; topological sorting
;;;

(defmfun $topological_sort (dag)
  (require-digraph 'topological_sort 1 dag)
  (let ((in-degrees (make-hash-table))
	(q ())
	(n ($graph_size dag))
	(s ()))
    (dolist (v (vertices dag))
      (setf (gethash v in-degrees) 0))
    (dolist (e (edges dag))
      (incf (gethash (second e) in-degrees)))
    (dolist (v (vertices dag))
      (when (= (gethash v in-degrees) 0)
	(push v q)))
    (loop while (> (length q) 0) do
	 (let ((v (pop q)))
	   (push v s)
	   (dolist (u (out-neighbors v dag))
	     (decf (gethash u in-degrees))
	     (decf n)
	     (when (= (gethash u in-degrees) 0)
	       (push u q)))))
    (if (= n 0)
	`((mlist simp) ,@(reverse s))
	'((mlist simp)))))

;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;
;;; max_flow (augmenting paths)
;;;

(defmfun $max_flow (net source sink)
  (require-digraph 'max_flow 1 net)
  (require-vertex 'max_flow 2 source)
  (require-vertex 'max_flow 3 sink)
  (require-vertex-in-graph 'max_flow source net)
  (require-vertex-in-graph 'max_flow sink net)
  (let
      ((d (make-hash-table)) (active ()) (lbls (make-hash-table))
       (flow (make-hash-table :test #'equal)) (val 0)
       ($ratprint nil))
    (dolist (e (digraph-edges net))
      (setf (gethash e flow) 0))
    (dolist (v (digraph-vertices net))
      (setf (gethash v d) '$inf))
    (setf (gethash source lbls) `(,source -1 $inf))
    (push source active)
    (do ()
	((null active))
      (let ((v (pop active)))
	(dolist (w (out-neighbors v net))
	  (if (and (null (gethash w lbls))
		   (mlsp (gethash `(,v ,w) flow)
			 (or (get-edge-weight `(,v ,w) net) 1)))
	      (progn
		(setf (gethash w d)
		      (mfuncall '$min
				(m- (or (get-edge-weight `(,v ,w) net) 1)
				    (gethash `(,v ,w) flow))
				(gethash v d)))
		(setf (gethash w lbls) `(,v 1 ,(gethash w d)))
		      (push w active))))
	(dolist (w (in-neighbors v net))
	  (if (and (null (gethash w lbls))
		   (mgrp (gethash `(,w ,v) flow) 0))
	      (progn
		(setf (gethash w d) (mfuncall '$min
					      (gethash `(,w ,v) flow)
					      (gethash v d)))
		(setf (gethash w lbls) `(,v -1 ,(gethash w d)))
		(push w active))))
	(if (gethash sink lbls)
	    (let ((dd (third (gethash sink lbls))) (w sink))
	      (setq val (m+ dd val))
	      (do ()
		  ((= w source))
		(let ((v1 (first (gethash w lbls)))
		      (vl (second (gethash w lbls))))
		  (if (= vl 1)
		      (setf (gethash `(,v1 ,w) flow)
			    (m+ (gethash `(,v1 ,w) flow) dd))
		      (setf (gethash `(,w ,v1) flow)
			    (m- (gethash `(,w ,v1) flow) dd)))
		  (setq w v1)))
	      (setq lbls (make-hash-table))
	      (setf (gethash source lbls) `(,source -1 $inf))
	      (dolist (v1 (digraph-vertices net))
		(setf (gethash v1 d) '$inf))
	      (setq active `(,source))))))
    (let ((max-flow ()))
      (dolist (e (digraph-edges net))
	(push `((mlist simp) ((mlist simp) ,@e)
		,(gethash e flow)) max-flow))
      `((mlist simp) ,val ((mlist simp) ,@max-flow)))))

;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;
;;; shortest path
;;;

(defmfun $shortest_path (u v g)
  (require-graph-or-digraph 'shortest_path 3 g)
  (require-vertex 'shortest_path 1 u)
  (require-vertex 'shortest_path 2 v)
  (require-vertex-in-graph 'shortest_path v g)
  (require-vertex-in-graph 'shortest_path u g)
  (let ((active (make-hash-table)) (visited (make-hash-table)) (previous (make-hash-table)))
    (setf (gethash u active) t)
    (do ()
	((or (= 0 (hash-table-count active)) (gethash v visited)))
      (let ((next (make-hash-table)))
        (loop for w being the hash-keys of active do
             (setf (gethash w visited) t)
             (dolist (x (neighbors w g))
               (unless (or (gethash x active) (gethash x visited) (gethash x next))
                 (setf (gethash x previous) w)
                 (setf (gethash x next) t))))
        (setq active next)))
    (if (gethash v visited)
	(let ((path (list v)))
	  (do ((x v))
	      ((= x u))
	    (setq x (gethash x previous))
	    (push x path))
	  `((mlist simp) ,@path))
	`((mlist simp)))))

(defmfun $vertex_distance (u v g)
  (require-graph-or-digraph 'shortest_path 3 g)
  (require-vertex 'shortest_path 1 u)
  (require-vertex 'shortest_path 2 v)
  (require-vertex-in-graph 'shortest_path v g)
  (require-vertex-in-graph 'shortest_path u g)
  (let ((d ($length ($shortest_path u v g))))
    (if (> d 0)
	(1- d)
	'$inf)))

;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;
;;; minimum spanning tree
;;;

(defun edge-weight-1 (e gr)
  (cond ((gethash e (graph-edge-weights gr)))
	(t 1)))

(defun graph-edges-with-weights (gr)
  (let ((edges (graph-edges gr)) (edges-with-weights ()))
    (dolist (e edges)
      (push `(,e ,(edge-weight-1 e gr)) edges-with-weights))
    edges-with-weights))

(defun edges-by-weights (gr)
  (let ((edges (graph-edges-with-weights gr)))
    (sort edges #'(lambda (u v) (mlsp (second u) (second v))))))

(defun in-same-part (u v p)
  (let ((up u) (vp v))
    (do ()
	((= up (gethash up p)))
      (let ((up1 (gethash up p)))
	(setf (gethash up p) (gethash up1 p)))
      (setq up (gethash up p)))
    (do ()
	((= vp (gethash vp p)))
      (let ((vp1 (gethash vp p)))
	(setf (gethash vp p) (gethash vp1 p)))
      (setq vp (gethash vp p)))
    (= up vp)))

(defun join-parts (u v p)
  (let ((up u) (vp v))
    (do ()
	((= up (gethash up p)))
      (setq up (gethash up p)))
    (do ()
	((= vp (gethash vp p)))
      (setq vp (gethash vp p)))
    (setf (gethash up p) (gethash vp p))))

(defmfun $minimum_spanning_tree (gr)
  (require-graph 'minimum_spanning_tree 1 gr)
  (let ((edges (edges-by-weights gr)) (tr (make-graph))
	(part (make-hash-table)))
    (dolist (v (graph-vertices gr))
      (add-vertex v tr)
      (setf (gethash v part) v))
    (dolist (e edges)
      (let ((u (caar e)) (v (cadar e)))
	(if (not (in-same-part u v part))
	    (progn
	      (add-edge `(,u ,v) tr)
	      (join-parts u v part)))))
    tr))

;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;
;;; hamilton cycle
;;;

(defvar *hamilton-cycle* ())

(defmfun $hamilton_cycle (gr)
  (require-graph 'hamilton_cycle 1 gr)
  (let (*hamilton-cycle* (*v0* ($first_vertex gr)))
    (declare (special *v0*))
    (unless ($is_biconnected gr)
      (return-from $hamilton_cycle `((mlist simp))))
    (hamilton-cycle (list *v0*) gr)
    `((mlist simp) ,@(reverse *hamilton-cycle*))))

(defun hamilton-cycle (part gr)
  (declare (special *v0*))
  (unless *hamilton-cycle*
    (if (= (length part) (if (graph-p gr)
                             (graph-order gr)
                             (digraph-order gr)))
        (if (member (car (last part)) (neighbors (first part) gr))
            (setq *hamilton-cycle* (append (last part) part))))
    (dolist (v (neighbors (car part) gr))
      (when (null (member v part))
        (if (< (length part) 3)
            (hamilton-cycle (cons v part) gr)
            (let ((gr1 ($copy_graph gr))
                  (in-part (rest (reverse part))))
              ($remove_vertices (cons '(mlist simp) in-part) gr1)
              (unless (member v (neighbors *v0* gr))
                ($add_edge `((mlist simp) ,v ,*v0*) gr1))
              (when ($is_biconnected gr1)
                (hamilton-cycle (cons v part) gr))))))))

(defmfun $hamilton_path (gr)
  (require-graph 'hamilton_path 1 gr)
  ;; first check if there exists a HC
  (let ((hc ($hamilton_cycle gr)))
    (when (cdr hc)
      (return-from $hamilton_path ($rest hc))))
  ;; check with all non-edges
  (let ((grc ($complement_graph gr)))
    (dolist (v (vertices gr))
      (dolist (u (neighbors v grc))
        (when (< v u)
          (let ((*v0* v)
                (*hamilton-cycle*)
                (part (list u v)))
            (declare (special *v0*))
            (hamilton-cycle part gr)
            (when *hamilton-cycle*
              (return-from $hamilton_path (cons '(mlist simp) (rest (reverse *hamilton-cycle*))))))))))
  '((mlist simp)))

;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;
;;; maximum clique
;;;

(defvar *maximum-clique* ())

(defmfun $vertices_by_degree (gr)
  (require-graph 'vertices_by_degrees 1 gr)
  (cons '(mlist simp) (vertices-by-degrees gr)))

(defun vertices-by-degrees (gr)
  (let ((vrt ()))
    (dolist (v (vertices gr))
      (push `(,v ,(length (neighbors v gr))) vrt))
    (setq vrt (sort vrt #'(lambda (u v) (> (second u) (second v)))))
    (mapcar #'first vrt)))

(defun greedy-color (gr)
  (let ((coloring (make-hash-table))
	(available-colors (make-hash-table)) (tmp ()))
    (dotimes (i (graph-order gr))
      (push i tmp))
    (setq tmp (reverse tmp))
    (dolist (v (graph-vertices gr))
      (setf (gethash v available-colors) (copy-tree tmp)))
    (dolist (v (vertices-by-degrees gr))
      (let ((c (car (gethash v available-colors))))
	(setf (gethash v coloring) c)
	(dolist (u (neighbors v gr))
	  (setf (gethash u available-colors)
		(remove c (gethash u available-colors) :count 1)))))
    coloring))

(defmfun $max_clique (gr)
  (require-graph 'max_clique 1 gr)
  (setq *maximum-clique* ())
  (let ((v) (coloring) (h ($copy_graph gr)))
    (do () ((or (>= (length *maximum-clique*) (graph-order h))
		(> (length *maximum-clique*) ($first ($max_degree h)))))
;      (print *maximum-clique*)
;      (print ($max_degree h))
      (setq coloring (greedy-color h))
      (setq v ($second ($max_degree h)))
      (extend-clique `(,v) (neighbors v h) coloring h)
      (remove-vertex v h)))
  `((mlist simp) ,@(sort *maximum-clique* #'<)))

(defmfun $min_vertex_cover (gr)
  (require-graph 'min_vertex_cover 1 gr)
  (let ((bipart ($bipartition gr)))
    (if (null (cdr bipart)) 
	(let ((vc)
	      (mc (cdr ($max_clique ($complement_graph gr)))))
	  (loop for v in (vertices gr) do
	       (unless (member v mc)
		 (setq vc (cons v vc))))
	  `((mlist simp) ,@vc))
	(maximum-matching-bipartite gr (cadr bipart) (caddr bipart) t))))

(defmfun $max_independent_set (gr)
  (require-graph 'max_independent_set 1 gr)
  (if ($is_bipartite gr)
      (let ((mis)
	    (vc (cdr ($min_vertex_cover gr))))
	(loop for v in (vertices gr) do
	     (unless (member v vc)
	       (setq mis (cons v mis))))
	`((mlist simp) ,@mis))
      ($max_clique ($complement_graph gr))))

(defun extend-clique (clique neigh coloring gr)
  (if (= (length neigh) 0)
      ;; did we get to a maximal clique
      (if (> (length clique) (length *maximum-clique*))
	  (progn
	    (setq *maximum-clique* clique)
	    (return-from extend-clique)))
      ;; can we do better?
      (let ((colors ()))
	(dolist (x neigh)
	  (if (not (member (gethash x coloring) colors))
	      (push (gethash x coloring) colors)))
	(if (> (+ (length clique) (length colors)) (length *maximum-clique*))
	    ;; try improving
	    (do () ((= (length neigh) 0))
	      (let* ((x (first neigh)) (new-clique (cons x clique))
		     (new-neigh ()))
		(dolist (y neigh)
		  (if (is-edge-in-graph `(,(min x y) ,(max x y)) gr)
		      (push y new-neigh)))
		(extend-clique new-clique new-neigh coloring gr)
		(setq neigh (remove x neigh))))))))

;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;
;;; colorings
;;;

(defmfun $vertex_coloring (g)
  (require-graph 'vertex_coloring 1 g)
  (let ((col (dsatur g)) (res ()) (chnumber 0))
    (dolist (v (vertices g))
      (push `((mlist simp) ,v ,(gethash v col)) res)
      (setq chnumber (max chnumber (gethash v col))))
    `((mlist simp) ,chnumber ((mlist simp) ,@res))))

(defmfun $chromatic_number (g)
  (require-graph 'chromatic_number 1 g)
  ($first ($vertex_coloring g)))

(defmfun $edge_coloring (gr)
  (require-graph 'edge_coloring 1 gr)
  (let* ((edge-list (get-canonical-names (graph-edges gr)))
	 (n (graph-size gr))
	 (g ($empty_graph n)))
    (dotimes (i n)
      (do
       ((j (1+ i) (1+ j)))
       ((= j n))
	(let ((e (car (rassoc i edge-list))) (f (car (rassoc j edge-list))))
	  (if
	   (or (member (first e) f) (member (second e) f))
	   (add-edge `(,i ,j) g)))))
    (let ((coloring (dsatur g))
	  (ch-index -1)
	  (res ()))
      (dotimes (i n)
	(push `((mlist simp) ((mlist simp) ,@(car (rassoc i edge-list)))
		,(gethash i coloring)) res)
	(setq ch-index (max ch-index (gethash i coloring))))
      `((mlist simp) ,ch-index ((mlist simp) ,@res)))))

(defmfun $chromatic_index (g)
  (require-graph 'chromatic_index 1 g)
  ($first ($vertex_coloring ($line_graph g))))

(defun dsatur (g)
  (when (< (length (vertices g)) 2)
    (let ((col (make-hash-table)))
      (dolist (v (vertices g))
	(setf (gethash v col) 1))
      (return-from dsatur col)))
  (let* ((x)
	 (vsize (length (vertices g)))
	 (opt-chnumber (1+ vsize)) (back nil)
	 (i 0) (k)
	 (free-color)
	 (xindex)
	 (stop nil)
	 (clique (greedy-clique g))
	 (clique-size (length clique))
	 (start clique-size)
	 (A (make-array vsize))
	 (F (make-hash-table))
	 (f-opt (make-hash-table))
	 (number-of-used-colors (make-hash-table :test #'equal))
	 (dsat (make-hash-table))
	 (uncolored (make-hash-table)))
    
    ;; Prepare data
    ;(format t "~%Preparing data")
    (dolist (v clique)
      (setf (aref A i) v)
      (setf (gethash v F) (1+ i))
      (setq i (1+ i)))
    (dolist (v (vertices g))
      (setf (gethash v dsat) 0)
      (setf (gethash v uncolored) (length (neighbors v g)))
      (if (not (member v clique))
	  (progn
	    (setf (aref A i) v)
	    (setq i (1+ i))
	    (setf (gethash v F) 0))))
    (dolist (v clique)
      (dolist (u (neighbors v g))
	(decf (gethash u uncolored))
	(setf (gethash `(,u ,(gethash v F)) number-of-used-colors) 1)
	(incf (gethash u dsat))))
    
    ;(format t "~%Clique size: ~d" (length clique))
    ;(format t "~%Clique:      ~d" clique)
    (do () (nil)
      ;(format t "~%Starting with: ~d (~d)" start (aref A start))
      (do ((i start (1+ i))) ((or (= i vsize) stop))
	
	;; Choose new vertex x
	(if back
	    (progn
	      (setq xindex start)
	      (setq x (aref A xindex)))
	    (let ((mdsat -1) (munc -1))
	      (do ((j i (1+ j))) ((= j vsize))
		(if (or (> (gethash (aref A j) dsat) mdsat)
			(and (= (gethash (aref A j) dsat) mdsat)
			     (> (gethash (aref A j) uncolored) munc)))
		    (progn
		      (setq x (aref  A j))
		      (setq xindex j)
		      (setq mdsat (gethash x dsat))
		      (setq munc (gethash x uncolored)))))))
	;(format t "~%New vertex: ~d" x)
	
	;; Choose free color
	(setq free-color 0)
	(if back
	    (progn
	      (setq back nil)
	      (setq k (1+ (gethash x F))))
	    (setq k 1))
	(do ((j k (1+ j))) ((or (>= j opt-chnumber) (> free-color 0)))
	  (if (= 0 (gethash `(,x ,j) number-of-used-colors 0))
	      (setq free-color j)))
	;(format t "~%New color: ~d" free-color)

	(if (> free-color 0)
	    ;; Color vertex x
	    (progn
	      (setf (gethash x F) free-color)
	      ;; Update dsat index
	      (dolist (u (neighbors x g))
		(incf (gethash `(,u ,free-color) number-of-used-colors 0))
		(if (= 1 (gethash `(,u ,free-color) number-of-used-colors 0))
		    (incf (gethash u dsat)))
		(decf (gethash u uncolored)))
	      ;; Update A
	      (rotatef (aref A i) (aref A xindex)))
	    ;; Unable to extend coloring - backtrack
	    (progn
	      (setq start (1- i))
	      (setq stop t)
	      (setq back t))))
      
      (setq stop nil)
      (if back
	  ;; We have a backtrack step
	  (progn
	    (if (< start clique-size)
		(return-from dsatur f-opt))
	    (setq x (aref A start))
	    (setq k (gethash x F))
	    ;; Delete the color of x
	    (dolist (v (neighbors x g))
	      (decf (gethash `(,v ,k) number-of-used-colors))
	      (incf (gethash v uncolored))
	      (if (= 0 (gethash `(,v ,k) number-of-used-colors))
		  (decf (gethash v dsat)))))
	  ;; We have a coloring!
	  (progn
	    ;; Save new optimal coloring
	    (setq opt-chnumber 0)
	    (dolist (v (vertices g))
	      (setf (gethash v f-opt) (gethash v F))
	      (setq opt-chnumber (max opt-chnumber (gethash v F))))
	    ;(format t "~%Found new coloring: ~d" opt-chnumber)
	    ;; Find new start
	    (setq start -1)
	    (do ((i 0 (1+ i))) ((> start -1))
	      (if (= opt-chnumber (gethash (aref A i) f-opt))
		  (progn
		    (setq start (1- i)))))
	    (setq back t)
	    (if (or (< start clique-size)
		    (= opt-chnumber clique-size))
		(return-from dsatur f-opt))
	    ;; Delete colors from start
	    (do ((i start (1+ i))) ((= i vsize))
	      (dolist (v (neighbors  (aref A i) g))
		(decf (gethash `(,v ,(gethash (aref A i) F))
			       number-of-used-colors))
		(incf (gethash v uncolored))
		(if (= 0 (gethash `(,v ,(gethash (aref A i) F))
				  number-of-used-colors))
		    (decf (gethash v dsat)))))
	    )))))

(defun greedy-clique (g)
  (let ((clique ()))
    (dolist (v (vertices g))
      (let ((tmp-clique (extend-greedy-clique `(,v) (neighbors v g) g)))
	(if (> (length tmp-clique) (length clique))
	    (setq clique tmp-clique))))
    clique))

(defun extend-greedy-clique (clique neigh g)
  (if (= 0 (length neigh))
      (return-from extend-greedy-clique clique))
  (if (= 1 (length neigh))
      (return-from extend-greedy-clique (cons (car neigh) clique)))
  (let ((u nil) (new-neigh ()))
    (dolist (v neigh)
      (let ((tmp-neigh (copy-tree neigh)))
	(dolist (w neigh)
	  (if (and (not (member w (neighbors v g))))
	      (setq tmp-neigh (remove w tmp-neigh))))
	(if (>= (length tmp-neigh) (length new-neigh))
	    (progn
	      (setq u v)
	      (setq new-neigh tmp-neigh)))))
    (if u
	(extend-greedy-clique (cons u clique) new-neigh g)
	clique)))

;;;;;;;
;;
;; Expose lisp hashtable
;;
;;;;;;

(defmfun $hash_table ()
  (make-hash-table :test #'equal))

(defmfun $get_hash (elt ht &optional default)
  (unless (hash-table-p ht)
    ($error "Second argument to `get_hash' is not a hash table!"))
  (gethash elt ht default))

(defmfun $set_hash (elt ht value)
  (unless (hash-table-p ht)
    ($error "Second argument to `set_hash' is not a hash table!"))
  (setf (gethash elt ht) value)
  value)

(defmfun $hash_table_data (ht)
  (unless (hash-table-p ht)
    ($error "First argument to `hash_table_info' is not a hash table!"))
  (let (res)
    (maphash
     (lambda (key val)
       (setq res (cons `((marrow simp) ,key ,val) res)))
     ht)
    (cons '(mlist simp) res)))

;;;;;;;;;;;;;;;;;;;;;;;;;
;;
;; This function is needed for draw_graph (get the temporary file to write in)
;;
;;;;;;;;;;;;;;;;;;;;;;;;;

(defmfun $temp_filename (file)
  (unless (stringp file)
    ($error "Argument to `temp_filename' is not a string"))
  (plot-temp-file file))

(defmfun $read_string (str)
  (unless (stringp str)
    ($error "Argument to `read_string' is not a string"))
  (let ((num (read-from-string str)))
    (if (numberp num) num str)))
