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;;; Copyright 2021 Sergiu Ivanov <sivanov@colimite.fr>
;;;
;;; 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.
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#lang typed/racket
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;;; This file implements Alex Knauth's solution presented here:
;;;
;;; https://stackoverflow.com/questions/65386334/racket-generic-graph-library-in-typed-racket
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( module graph-wrapper racket
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( require ( prefix-in g: graph )
data/gen-queue/fifo )
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( provide ( struct-out graph ) has-vertex? has-edge? vertex=? add-vertex! remove-vertex!
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rename-vertex! add-edge! add-directed-edge! remove-edge!
remove-directed-edge! get-vertices in-vertices get-neighbors
in-neighbors get-edges in-edges edge-weight transpose graph-copy
graph-union!
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unweighted-graph? unweighted-graph/undirected
unweighted-graph/directed unweighted-graph/adj
weighted-graph? weighted-graph/undirected weighted-graph/directed
undirected-graph directed-graph
matrix-graph?
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bfs bfs/generalized fewest-vertices-path
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dfs dfs/generalized
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graphviz )
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;; Wrap the opaque graph structure coming from the generic
;; graph library.
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( struct graph ( g ) )
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( define gg graph-g )
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;; 1 Generic Graph Interface
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( define ( has-vertex? g v )
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( g:has-vertex? ( gg g ) v ) )
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( define ( has-edge? g u v )
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( g:has-edge? ( gg g ) u v ) )
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( define ( vertex=? g u v )
( g:vertex=? ( gg g ) u v ) )
( define ( add-vertex! g v )
( g:add-vertex! ( gg g ) v ) )
( define ( remove-vertex! g v )
( g:remove-vertex! ( gg g ) v ) )
( define ( rename-vertex! g u v )
( g:rename-vertex! ( gg g ) u v ) )
( define ( add-edge! g u v [ weight ' default-value ] )
( g:add-edge! ( gg g ) u v weight ) )
( define ( add-directed-edge! g u v [ weight ' default-value ] )
( g:add-directed-edge! ( gg g ) u v weight ) )
( define ( remove-edge! g u v )
( g:remove-edge! ( gg g ) u v ) )
( define ( remove-directed-edge! g u v )
( g:remove-directed-edge! ( gg g ) u v ) )
( define ( get-vertices g )
( g:get-vertices ( gg g ) ) )
( define ( in-vertices g )
( g:in-vertices ( gg g ) ) )
( define ( get-neighbors g v )
( g:get-neighbors ( gg g ) v ) )
( define ( in-neighbors g v )
( g:in-neighbors ( gg g ) v ) )
( define ( get-edges g )
( g:get-edges ( gg g ) ) )
( define ( in-edges g )
( g:in-edges ( gg g ) ) )
( define ( edge-weight g u v #:default [ default +inf.0 ] )
( g:edge-weight ( gg g ) u v #:default default ) )
( define ( transpose g )
( graph ( g:transpose ( gg g ) ) ) )
( define ( graph-copy g )
( graph ( g:graph-copy ( gg g ) ) ) )
( define ( graph-union! g other )
( g:graph-union! ( gg g ) ( gg other ) ) )
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;; 2 Graph constructors
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;; 2.1 Unweighted Graphs
( define ( unweighted-graph? g )
( g:unweighted-graph? ( gg g ) ) )
( define ( unweighted-graph/undirected edges )
( graph ( g:unweighted-graph/undirected edges ) ) )
( define ( unweighted-graph/directed edges )
( graph ( g:unweighted-graph/directed edges ) ) )
( define ( unweighted-graph/adj edges )
( graph ( g:unweighted-graph/adj edges ) ) )
;; 2.2 Weighted Graphs
( define ( weighted-graph? g )
( g:weighted-graph? ( gg g ) ) )
( define ( weighted-graph/undirected edges )
( graph ( g:weighted-graph/undirected edges ) ) )
( define ( weighted-graph/directed edges )
( graph ( g:weighted-graph/directed edges ) ) )
( define ( undirected-graph es [ ws #f ] )
( graph ( g:undirected-graph es ws ) ) )
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( define ( directed-graph es [ ws #f ] )
( graph ( g:directed-graph es ws ) ) )
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;; 2.3 Matrix Graphs
( define ( matrix-graph? g )
( g:matrix-graph? ( gg g ) ) )
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;; 4 Basic Graph Functions
;; 4.1 Breadth-first Search
( define ( bfs g source )
( g:bfs ( gg g ) source ) )
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( define ( bfs/generalized
g
source
#:init-queue [ init-queue ( mk-empty-fifo ) ]
#:break [ break? ( λ ( G source from to ) #f ) ]
#:init [ init void ]
#:visit? [ custom-visit?-fn ( λ ( G source from to ) #f ) ]
#:discover [ discover ( λ ( G s u v acc ) acc ) ]
#:visit [ visit ( λ ( G s v acc ) acc ) ]
#:return [ finish ( λ ( G s acc ) acc ) ] )
( g:bfs/generalized
( gg g )
source
#:init-queue init-queue
#:break break?
#:init init
#:visit? custom-visit?-fn
#:discover discover
#:visit visit
#:return finish ) )
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( define ( fewest-vertices-path G source target )
( g:fewest-vertices-path ( gg G ) source target ) )
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;; 4.2 Depth-first Search
( define ( dfs g )
( g:dfs ( gg g ) ) )
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( define ( dfs/generalized
g
#:order [ order ( λ ( x ) x ) ]
#:break [ break ( λ ( g from to acc ) #f ) ]
#:init [ init void ]
#:inner-init [ inner-init ( λ ( acc ) acc ) ]
#:visit? [ custom-visit?-fn #f ]
#:prologue [ prologue ( λ ( G u v acc ) acc ) ]
#:epilogue [ epilogue ( λ ( G u v acc ) acc ) ]
#:process-unvisited? [ process-unvisited?
( λ ( G u v ) #f ) ]
#:process-unvisited [ process-unvisited
( λ ( G u v acc ) acc ) ]
#:combine [ combine ( λ ( x acc ) x ) ]
#:return [ finish ( λ ( G acc ) acc ) ] )
( g:dfs/generalized
( gg g )
#:order order
#:break break
#:init init
#:inner-init inner-init
#:visit? custom-visit?-fn
#:prologue prologue
#:epilogue epilogue
#:process-unvisited? process-unvisited?
#:process-unvisited process-unvisited
#:combine combine
#:return finish ) )
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;; 10 Graphviz
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( define ( graphviz g #:output [ output #f ] #:colors [ colors #f ] )
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( g:graphviz ( gg g ) #:output output #:colors colors ) ) )
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( require/typed/provide ' graph-wrapper
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[ #:opaque Graph graph? ]
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;; 1 Generic Graph Interface
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[ has-vertex? ( -> Graph Any Boolean ) ]
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[ has-edge? ( -> Graph Any Any Boolean ) ]
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[ vertex=? ( -> Graph Any Any Boolean ) ]
[ add-vertex! ( -> Graph Any Void ) ]
[ remove-vertex! ( -> Graph Any Void ) ]
[ rename-vertex! ( -> Graph Any Any Void ) ]
[ add-edge! ( ->* ( Graph Any Any ) ( Any ) Void ) ]
[ add-directed-edge! ( ->* ( Graph Any Any ) ( Any ) Void ) ]
[ remove-edge! ( -> Graph Any Any Void ) ]
[ remove-directed-edge! ( -> Graph Any Any Void ) ]
[ get-vertices ( -> Graph ( Listof Any ) ) ]
[ in-vertices ( -> Graph ( Sequenceof Any ) ) ]
[ get-neighbors ( -> Graph Any ( Listof Any ) ) ]
[ in-neighbors ( -> Graph Any ( Sequenceof Any ) ) ]
[ get-edges ( -> Graph ( U ( Listof ( List Any Any ) ) ( Listof ( List Any Any Any ) ) ) ) ]
[ in-edges ( -> Graph ( Sequenceof ( U ( List Any Any ) ( List Any Any Any ) ) ) ) ]
[ edge-weight ( ->* ( Graph Any Any ) ( #:default Any ) Any ) ]
[ transpose ( -> Graph Graph ) ]
[ graph-copy ( -> Graph Graph ) ]
[ graph-union! ( -> Graph Graph Void ) ]
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;; 2 Graph constructors
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;; 2.1 Unweighted Graphs
[ unweighted-graph? ( -> Graph Boolean ) ]
[ unweighted-graph/undirected ( -> ( Listof ( List Any Any ) ) Graph ) ]
[ unweighted-graph/directed ( -> ( Listof ( List Any Any ) ) Graph ) ]
[ unweighted-graph/adj ( -> ( Listof ( Listof Any ) ) Graph ) ]
;; 2.2 Weighted Graphs
[ weighted-graph? ( -> Graph Boolean ) ]
[ weighted-graph/undirected ( -> ( Listof ( List Any Any Any ) ) Graph ) ]
[ weighted-graph/directed ( -> ( Listof ( List Any Any Any ) ) Graph ) ]
[ undirected-graph ( ->* ( ( Listof ( List Any Any ) ) ) ( ( Listof Any ) ) Graph ) ]
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[ directed-graph ( ->* ( ( Listof ( List Any Any ) ) ) ( ( Listof Any ) ) Graph ) ]
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;; 2.3 Matrix Graphs
[ matrix-graph? ( -> Graph Boolean ) ]
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;; 4 Basic Graph Functions
;; 4.1 Breadth-first Search
[ bfs ( -> Graph Any ( Values ( Mutable-HashTable Any Number )
( Mutable-HashTable Any Any ) ) ) ]
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[ bfs/generalized ( ->* ( Graph Any )
( #:init-queue Any ; TODO: Add a proper type.
#:break ( -> Graph Any Any Any Boolean )
#:init ( -> Graph Any Void )
#:visit? ( -> Graph Any Any Any Boolean )
#:discover ( -> Graph Any Any Any Any Any )
#:visit ( -> Graph Any Any Any Any )
#:return ( -> Graph Any Any Any ) )
Any ) ]
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[ fewest-vertices-path ( -> Graph Any Any ( U ( Listof Any ) False ) ) ]
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;; 4.2 Depth-first Search
[ dfs ( -> Graph ( Values ( Mutable-HashTable Any Number )
( Mutable-HashTable Any Any )
( Mutable-HashTable Any Number ) ) ) ]
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[ dfs/generalized ( ->* ( Graph )
( #:order ( -> ( Listof Any ) ( Listof Any ) )
#:break ( -> Graph Any Any Any Boolean )
#:init ( -> Graph Void )
#:inner-init ( -> Any Any )
#:visit? ( -> Graph Any Any Boolean )
#:prologue ( -> Graph Any Any Any Any )
#:epilogue ( -> Graph Any Any Any Any )
#:process-unvisited? ( -> Graph Any Any Boolean )
#:process-unvisited ( -> Graph Any Any Any Any )
#:combine ( -> Any Any Any )
#:return ( -> Graph Any Any ) )
Any ) ]
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;; 10 Graphviz
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[ graphviz ( ->* ( Graph )
( #:output Output-Port
#:colors ( HashTable Any Natural ) )
String ) ] )
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( module+ test
;; The goal of the tests is to check that all of the provided
;; functions can be invoked without errors. The tests do not check
;; whether the results make sense.
( require typed/rackunit )
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;; TODO: Submit an update to hash->list in Racket and then remove
;; this function.
( : hash->ordered-list ( All ( a b ) ( -> ( HashTable a b ) ( Listof ( Pairof a b ) ) ) ) )
( define ( hash->ordered-list h )
( hash-map h ( inst cons a b ) #t ) )
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( test-case " 1 Generic Graph Interface "
( define g ( directed-graph ' ( ( a b ) ( b c ) ) ) )
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( check-false ( has-edge? g ' a ' c ) )
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( check-true ( has-vertex? g ' a ) )
( check-false ( vertex=? g ' a ' c ) )
( add-vertex! g ' d )
( remove-vertex! g ' a )
( rename-vertex! g ' d ' a )
( add-edge! g ' a ' c )
( add-edge! g ' a ' c " a->c " )
( add-directed-edge! g ' a ' c )
( add-directed-edge! g ' a ' c " a->c " )
( remove-edge! g ' a ' c )
( remove-directed-edge! g ' a ' c )
( check-equal? ( get-vertices g ) ' ( c b a ) )
( check-equal? ( sequence->list ( in-vertices g ) ) ' ( c b a ) )
( check-equal? ( get-neighbors g ' b ) ' ( c ) )
( check-equal? ( sequence->list ( in-neighbors g ' b ) ) ' ( c ) )
( check-equal? ( get-edges g ) ' ( ( b c ) ) )
( check-equal? ( sequence->list ( in-edges g ) ) ' ( ( b c ) ) )
( check-equal? ( edge-weight g ' a ' c ) +inf.0 )
( check-equal? ( edge-weight g ' a ' c #:default ' none ) ' none )
( check-equal? ( graphviz ( transpose g ) )
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" digraph G { \n \t node0 [label= \" c \" ]; \n \t node1 [label= \" a \" ]; \n \t node2 [label= \" b \" ]; \n \t subgraph U { \n \t \t edge [dir=none]; \n \t } \n \t subgraph D { \n \t \t node0 -> node2; \n \t } \n } \n " )
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( check-equal? ( graphviz ( graph-copy g ) )
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" digraph G { \n \t node0 [label= \" c \" ]; \n \t node1 [label= \" a \" ]; \n \t node2 [label= \" b \" ]; \n \t subgraph U { \n \t \t edge [dir=none]; \n \t } \n \t subgraph D { \n \t \t node2 -> node0; \n \t } \n } \n " )
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( graph-union! g ( transpose g ) ) )
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( test-case " 2 Graph Constructors "
;; 2.1 Unweighted Graphs
( check-true ( unweighted-graph? ( directed-graph ' ( ( a b ) ( b c ) ) ) ) )
( check-equal? ( graphviz ( unweighted-graph/undirected ' ( ( a b ) ( b c ) ) ) )
" digraph G { \n \t node0 [label= \" c \" ]; \n \t node1 [label= \" a \" ]; \n \t node2 [label= \" b \" ]; \n \t subgraph U { \n \t \t edge [dir=none]; \n \t \t node0 -> node2; \n \t \t node1 -> node2; \n \t } \n \t subgraph D { \n \t } \n } \n " )
( check-equal? ( graphviz ( unweighted-graph/directed ' ( ( a b ) ( b c ) ) ) )
" digraph G { \n \t node0 [label= \" c \" ]; \n \t node1 [label= \" a \" ]; \n \t node2 [label= \" b \" ]; \n \t subgraph U { \n \t \t edge [dir=none]; \n \t } \n \t subgraph D { \n \t \t node1 -> node2; \n \t \t node2 -> node0; \n \t } \n } \n " )
( check-equal? ( graphviz ( unweighted-graph/adj ' ( ( a b c ) ( b c d ) ) ) )
" digraph G { \n \t node0 [label= \" c \" ]; \n \t node1 [label= \" a \" ]; \n \t node2 [label= \" d \" ]; \n \t node3 [label= \" b \" ]; \n \t subgraph U { \n \t \t edge [dir=none]; \n \t } \n \t subgraph D { \n \t \t node1 -> node0; \n \t \t node1 -> node3; \n \t \t node3 -> node0; \n \t \t node3 -> node2; \n \t } \n } \n " )
;; 2.2 Weighted Graphs
( check-false ( weighted-graph? ( directed-graph ' ( ( a b ) ( b c ) ) ) ) )
( check-equal? ( graphviz ( weighted-graph/undirected ' ( ( 10 a b ) ( 20 b c ) ) ) )
" digraph G { \n \t node0 [label= \" c \" ]; \n \t node1 [label= \" a \" ]; \n \t node2 [label= \" b \" ]; \n \t subgraph U { \n \t \t edge [dir=none]; \n \t \t node0 -> node2 [label= \" 20 \" ]; \n \t \t node1 -> node2 [label= \" 10 \" ]; \n \t } \n \t subgraph D { \n \t } \n } \n " )
( check-equal? ( graphviz ( weighted-graph/directed ' ( ( 10 a b ) ( 20 b c ) ) ) )
" digraph G { \n \t node0 [label= \" c \" ]; \n \t node1 [label= \" a \" ]; \n \t node2 [label= \" b \" ]; \n \t subgraph U { \n \t \t edge [dir=none]; \n \t } \n \t subgraph D { \n \t \t node1 -> node2 [label= \" 10 \" ]; \n \t \t node2 -> node0 [label= \" 20 \" ]; \n \t } \n } \n " )
( check-equal? ( graphviz ( undirected-graph ' ( ( a b ) ( b c ) ) ) )
" digraph G { \n \t node0 [label= \" c \" ]; \n \t node1 [label= \" a \" ]; \n \t node2 [label= \" b \" ]; \n \t subgraph U { \n \t \t edge [dir=none]; \n \t \t node0 -> node2; \n \t \t node1 -> node2; \n \t } \n \t subgraph D { \n \t } \n } \n " )
( check-equal? ( graphviz ( undirected-graph ' ( ( a b ) ( b c ) ) ' ( 1 " hello " ) ) )
" digraph G { \n \t node0 [label= \" c \" ]; \n \t node1 [label= \" a \" ]; \n \t node2 [label= \" b \" ]; \n \t subgraph U { \n \t \t edge [dir=none]; \n \t \t node0 -> node2 [label= \" hello \" ]; \n \t \t node1 -> node2 [label= \" 1 \" ]; \n \t } \n \t subgraph D { \n \t } \n } \n " )
( check-equal? ( graphviz ( directed-graph ' ( ( a b ) ( b c ) ) ) )
" digraph G { \n \t node0 [label= \" c \" ]; \n \t node1 [label= \" a \" ]; \n \t node2 [label= \" b \" ]; \n \t subgraph U { \n \t \t edge [dir=none]; \n \t } \n \t subgraph D { \n \t \t node1 -> node2; \n \t \t node2 -> node0; \n \t } \n } \n " )
( check-equal? ( graphviz ( directed-graph ' ( ( a b ) ( b c ) ) ' ( 1 " hello " ) ) )
" digraph G { \n \t node0 [label= \" c \" ]; \n \t node1 [label= \" a \" ]; \n \t node2 [label= \" b \" ]; \n \t subgraph U { \n \t \t edge [dir=none]; \n \t } \n \t subgraph D { \n \t \t node1 -> node2 [label= \" 1 \" ]; \n \t \t node2 -> node0 [label= \" hello \" ]; \n \t } \n } \n " )
;; 2.3 Matrix Graphs
( check-false ( matrix-graph? ( directed-graph ' ( ( a b ) ( b c ) ) ) ) ) )
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( test-case " 4 Basic Graph Functions "
;; 4.1 Breadth-first Search
( define-values ( bfs-lens bfs-tree ) ( bfs ( directed-graph ' ( ( a b ) ( b c ) ) ) ' a ) )
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( check-equal? ( hash->ordered-list bfs-lens ) ' ( ( a . 0 ) ( b . 1 ) ( c . 2 ) ) )
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( check-equal? ( hash->ordered-list bfs-tree ) ' ( ( a . #f ) ( b . a ) ( c . b ) ) )
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( check-equal? ( bfs/generalized ( directed-graph ' ( ( a b ) ( a c ) ( b d ) ( c d ) ) ) ' a )
( void ) )
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( check-equal? ( fewest-vertices-path ( directed-graph ' ( ( a b ) ( b c ) ( c d ) ) ) ' a ' d )
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' ( a b c d ) )
;; 4.2 Depth-first Search
( define-values ( dfs-discovery dfs-pred dfs-finish )
( dfs ( directed-graph ' ( ( a b ) ( a c ) ( b d ) ( c d ) ) ) ) )
( check-equal? ( hash->ordered-list dfs-discovery )
' ( ( a . 4 ) ( b . 5 ) ( c . 0 ) ( d . 1 ) ) )
( check-equal? ( hash->ordered-list dfs-pred )
' ( ( a . #f ) ( b . a ) ( c . #f ) ( d . c ) ) )
( check-equal? ( hash->ordered-list dfs-finish )
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' ( ( a . 7 ) ( b . 6 ) ( c . 3 ) ( d . 2 ) ) )
( check-equal? ( dfs/generalized ( directed-graph ' ( ( a b ) ( a c ) ( b d ) ( c d ) ) ) )
( void ) ) )
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( test-case " 10 Graphviz "
( define g ( directed-graph ' ( ( a b ) ( b c ) ) ) )
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( check-equal? ( graphviz g )
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" digraph G { \n \t node0 [label= \" c \" ]; \n \t node1 [label= \" a \" ]; \n \t node2 [label= \" b \" ]; \n \t subgraph U { \n \t \t edge [dir=none]; \n \t } \n \t subgraph D { \n \t \t node1 -> node2; \n \t \t node2 -> node0; \n \t } \n } \n " ) ) )