[GraphRegex] new interface class

include/aidge/graphRegex/GraphFsmInterpreter.hpp

@@ -19,13 +19,16 @@ namespace Aidge {
         std::size_t mActGroupe;
         std::map<std::string,std::shared_ptr<ConditionalInterpreter>> mNodesCondition;
 
+        const std::string mGraphMatchExpr;
     public:
-        GraphFsmInterpreter(const std::string graphMatchExpr,std::map<std::string,std::shared_ptr<ConditionalInterpreter>> nodesCondition);
+        GraphFsmInterpreter(const std::string graphMatchExpr,std::vector<std::shared_ptr<ConditionalInterpreter>> & nodesCondition);
         virtual ~GraphFsmInterpreter() =default;
 
 
         std::shared_ptr<FsmGraph>  interpret(void);
 
+        
+
         private:
 
 

include/aidge/graphRegex/GraphLexer.hpp

@@ -36,6 +36,9 @@ namespace Aidge {
     bool isEnd(void);
 
 
+    const std::string getQuery();
+
+
     /**
      * @brief Get the representation of the class
      * @return string
@@ -46,7 +49,7 @@ namespace Aidge {
 
     /**
      * @brief Constructs an error message to display the character not understood by the lexer
-     * @return error mesage
+     * @return error message
      */
     std::runtime_error badTokenError(const std::string& currentChars,std::size_t position);
 

include/aidge/graphRegex/GraphParser.hpp

@@ -30,6 +30,13 @@ class GraphParser{
     std::shared_ptr<AstNode<gRegexTokenTypes>> parse(void);
 
 
+    /**
+     * @brief get the query that be use in the parsing 
+     * @return query
+     */
+    const std::string getQuery();
+
+
     private:
     /**
      * @brief restart at the start of the ConditionalExpressions for LEXER and restart  mCurrentToken

include/aidge/graphRegex/GraphRegex.hpp

 #ifndef AIDGE_CORE_GRAPH_REGEX_H_
-#define AIDGE_CORE_GRAPH_PARSER_H_
+#define AIDGE_CORE_GRAPH_REGEX_H_
 
 #include <string>
 
 #include "aidge/graphRegex/matchFsm/MatchResult.hpp"
+#include "aidge/graphRegex/matchFsm/FsmGraph.hpp"
+#include "aidge/graphRegex/GraphFsmInterpreter.hpp"
 #include "aidge/graph/GraphView.hpp"
 #include "aidge/graph/Node.hpp"
 
@@ -13,14 +15,17 @@ namespace Aidge{
  * @brief class which is the hight level interface for graph matching, used to simplify match definition  
  * 
  */
-class GraphParser{
+class GraphRegex{
 
     private:
 
+    std::vector<std::string> mQuery;
+    std::vector<std::shared_ptr<ConditionalInterpreter>> mAllTest;
+    std::map<std::string, std::function<bool(NodePtr)>&> mAllLambda;
 
     public:
-    GraphParser();
-    virtual ~GraphParser() = default;
+    GraphRegex(){};
+    virtual ~GraphRegex() = default;
 
     /**
      * @brief add a topology query to the match 
@@ -32,30 +37,51 @@ class GraphParser{
      * @brief get all the types of a graph and set it as type key in the query 
      * @param Reference graph use to get all the node types 
     **/
-    void setKeyGraphOp(std::shared_ptr<GraphView> Reference);
+    void setKeyFromGraph(std::shared_ptr<GraphView> ref);
 
    /**
      * @brief set a node test manually 
      * @param key the ref of this test used in the query
      * @param ConditionalExpressions expression to test the node 
     **/
-    void setQueryKey(const std::string key, const std::string ConditionalExpressions );
+    void setNodeKey(const std::string key, const std::string conditionalExpressions );
 
     /**
      * @brief set a specific lambda that can be used in setQueryKey
      * @param key ref to the lambda to use in the 
      * @param f expression to test the node ConditionalExpressions
     **/
-    void setKeyLambda(const std::string key,std::function<bool(Aidge::NodePtr)> f);
+    void setNodeKey(const std::string key,std::function<bool(NodePtr)> f);
 
     /***
      *  @brief brief match the querys in the graph 
      *  @param Reference the graph were the querys in search 
+     *  @return the result  
     */
-    std::shared_ptr<MatchResult> match(std::shared_ptr<GraphView> Reference);
+    std::set<std::shared_ptr<MatchSolution>> match(std::shared_ptr<GraphView> ref);
+
+    private:
+
+    void _generateCombinationsStart(const std::set<NodePtr>& elements, std::size_t n, std::size_t index, 
+    std::vector<NodePtr>& current, std::set<std::vector<NodePtr>>& combinations);
+ 
+
+
+  void _findLargestCompatibleSet(
+      const std::vector<std::shared_ptr<MatchSolution>>& solutions,
+      std::set<std::shared_ptr<MatchSolution>>& currentSet,
+      std::set<std::shared_ptr<MatchSolution>>& largestSet,
+      size_t currentIndex
+  );
+
+  std::set<std::shared_ptr<MatchSolution>> _findLargestCompatibleSet(
+      const std::vector<std::shared_ptr<MatchSolution>>& solutions
+  );
+
+  void _majConditionalInterpreterLambda();
 
 };
 }
 
 
-#endif //AIDGE_CORE_GRAPH_PARSER_H_
\ No newline at end of file
+#endif //AIDGE_CORE_GRAPH_REGEX_H_
\ No newline at end of file

include/aidge/graphRegex/matchFsm/FsmEdge.hpp

@@ -87,7 +87,7 @@ namespace Aidge{
          * @brief set a new source to the edge
          * @return FsmNode
         */
-        void reSetSouceNode(const std::shared_ptr<FsmNode>& newSource);
+        void reSetSourceNode(const std::shared_ptr<FsmNode>& newSource);
           /**
          * @brief get dest FsmNode
          * @return FsmNode

include/aidge/graphRegex/matchFsm/FsmGraph.hpp

@@ -18,78 +18,89 @@ class FsmGraph
 {
 private:
     /**
-     * @brief all node origine
+     * @brief all node Origin
     */
-    std::set<std::size_t> mAllOrigine;
+    std::set<std::size_t> mAllOrigin;
     std::set<std::shared_ptr<FsmEdge>> mEdges;
+
+
+    const std::string mQuery;
+
 public:
-    FsmGraph(/* args */);
+
+    FsmGraph(const std::string query);
     virtual ~FsmGraph() = default;
 
-std::shared_ptr<MatchResult> test(std::vector<NodePtr>& StartNodes);
-
-
-
-const std::set<std::shared_ptr<FsmEdge>>& getEdge(void);
-/**
- * @brief add edge in the graph, as FsmEdge know the source and dest FsmNode these nodes are also add to the graph
-*/
-void addEdge(std::shared_ptr<FsmEdge>& edge);
-
-/**
- * @brief get the liste of the starting states
- * @details we need to use a vector because the order of the nodes is important for start node initialization \ref test()
-*/
-const std::vector<std::shared_ptr<FsmNode>> getStartNodes(void);
-
-/**
- * @brief get the set of the valide states
- * @return set of valide state
-*/
-const std::set<std::shared_ptr<FsmNode>> getValidNodes(void);
-
-/**
- * @brief get the set of all the node in the graph
- * @return set of all nodes
-*/
-const std::set<std::shared_ptr<FsmNode>> getNodes(void);
-
-/**
- * @brief set a groupe idx for all the nodes in the graph
-*/
-void setGroupe(std::size_t groupeIdx);
-
-/**
- * @brief make the union beteen this graph and an input graph
- * @param fsmGraph graph to union
-*/
-void unionG(const std::shared_ptr<FsmGraph> fsmGraph);
-
-
-/**
- * @brief make the union beteen this graph and an input graph and merge the valide state to the start state
- * @param fsmGraph graph to merge
-*/
-void mergeOneStartOneValid(const std::shared_ptr< FsmGraph> fsmGraph);
-/**
- * @brief get the number of sub FSM
- * @return number of sub Fsm
-*/
-std::size_t getNbSubFsm(void);
-
-/**
- * @brief increment the origine of all node in the graph
- * @param incr the incrémentation value
-*/
-void incOrigineAllNodeBy(std::size_t incr);
+    std::vector<std::shared_ptr<MatchSolution>> test(const std::vector<NodePtr>& StartNodes);
 
-private:
 
-/**
- * @brief merge tow node of the graph
- * @param node
-*/
-void _mergeNode(std::shared_ptr<FsmNode> source,std::shared_ptr<FsmNode> dest);
+
+    const std::set<std::shared_ptr<FsmEdge>>& getEdge(void);
+    /**
+     * @brief add edge in the graph, as FsmEdge know the source and dest FsmNode these nodes are also add to the graph
+    */
+    void addEdge(std::shared_ptr<FsmEdge>& edge);
+
+    /**
+     * @brief get the liste of the starting states
+     * @details we need to use a vector because the order of the nodes is important for start node initialization \ref test()
+    */
+    const std::vector<std::shared_ptr<FsmNode>> getStartNodes(void);
+
+    /**
+     * @brief get the set of the valide states
+     * @return set of valide state
+    */
+    const std::set<std::shared_ptr<FsmNode>> getValidNodes(void);
+
+    /**
+     * @brief get the set of all the node in the graph
+     * @return set of all nodes
+    */
+    const std::set<std::shared_ptr<FsmNode>> getNodes(void);
+
+    /**
+     * @brief set a groupe idx for all the nodes in the graph
+    */
+    void setGroupe(std::size_t groupeIdx);
+
+    /**
+     * @brief make the union between this graph and an input graph
+     * @param fsmGraph graph to union
+    */
+    void unionG(const std::shared_ptr<FsmGraph> fsmGraph);
+
+
+    /**
+     * @brief make the union between this graph and an input graph and merge the valid state to the start state
+     * @param fsmGraph graph to merge
+    */
+    void mergeOneStartOneValid(const std::shared_ptr< FsmGraph> fsmGraph);
+    /**
+     * @brief get the number of sub FSM
+     * @return number of sub Fsm
+    */
+    std::size_t getNbSubFsm(void);
+
+    /**
+     * @brief get the number of start state
+     * @return number of start state
+    */
+    std::size_t getNbStart(void);
+
+    /**
+     * @brief increment the origin of all node in the graph
+     * @param incr  value
+    */
+    void incOriginAllNodeBy(std::size_t incr);
+
+    private:
+
+    /**
+     * @brief merge tow node of the graph
+     * @param node
+    */
+    void _mergeNode(std::shared_ptr<FsmNode> source,std::shared_ptr<FsmNode> dest);
 
 };
 

include/aidge/graphRegex/matchFsm/FsmNode.hpp

@@ -33,7 +33,7 @@ namespace Aidge{
      * @details a state can be and/or :
      * - a valide state, the match is valide if it stop on this edge
      * - a start state , the match start on this state
-     * The state is also define by this origine (is the unique id of it's expretion )
+     * The state is also define by this Origin (is the unique id of it's expretion )
      * and it's groupe (for inner expression TODO)
     */
     class FsmNode : public std::enable_shared_from_this<FsmNode>
@@ -49,8 +49,8 @@ namespace Aidge{
         */
         std::set<std::weak_ptr<FsmNode>,lex_compare<FsmNode>> mParents;
 
-        std::size_t mOrigineStm = 0;
-        std::size_t mGroupeStm = 0;
+        std::size_t mOriginFsm = 0;
+        std::size_t mGroupeFsm = 0;
 
         bool mIsAValid;
         bool mIsAStart;
@@ -59,7 +59,7 @@ namespace Aidge{
         FsmNode(bool isAValid,bool isAStart );
         virtual ~FsmNode() = default;
         /**
-         * @brief use to MAG the actual context , and return all the posible new context
+         * @brief use to MAG the actual context , and return all the possible new context
          * @details one input context can generate a multitude of contexts because a graph node
          *  can have more than one child, and each traversal possibility is a new context.
          * @param actContext the actual context
@@ -68,8 +68,8 @@ namespace Aidge{
         const std::vector<std::shared_ptr<FsmRunTimeContext>> test( std::shared_ptr<FsmRunTimeContext>);
 
 
-        std::size_t getOrigine(void);
-        void incOrigine(std::size_t inc);
+        std::size_t getOrigin(void);
+        void incOrigin(std::size_t inc);
 
 
         void rmEdge(std::shared_ptr<FsmEdge>);

include/aidge/graphRegex/matchFsm/FsmRunTimeContext.hpp

@@ -152,7 +152,7 @@ namespace Aidge{
         std::set<NodePtr> getValidNodes(void);
 
         std::set<NodePtr> getValidNodesNoCommon(void);
-        std::map<std::shared_ptr<ConditionalInterpreter>,std::set<NodePtr>> getValid(void);
+        std::map<std::shared_ptr<ConditionalInterpreter>,std::set<NodePtr>>& getValid(void);
 
 
         NodePtr getActNode(void);

include/aidge/graphRegex/matchFsm/MatchResult.hpp

@@ -11,9 +11,31 @@
 
 namespace Aidge{
 
+/**
+ * @brief contained the result of one match and the associate key , the query and the start node 
+*/
+
+class MatchSolution{
+private:
+    std::map<std::string,std::set<NodePtr>> mSolution;
+    const std::string mQueryFrom;
+    const std::vector<NodePtr> mStartNode;
+
+public:
+    MatchSolution(std::vector<std::shared_ptr<FsmRunTimeContext>>& precedence,const std::string query,const std::vector<NodePtr> startNode);
+    const std::set<NodePtr> & at(const std::string key);
+    const std::set<NodePtr>  getAll();
+    bool areCompatible(std::shared_ptr<MatchSolution> solution);
+
+    const std::string& getQuery(){ return mQueryFrom ;}
+    const std::vector<NodePtr>& getStartNode(){ return mStartNode ;}
+
+};
+
+
 /**
  * @brief class that old the result of a matching
- * give acess to all node ant there tag in the expression
+ * give access to all node ant there tag in the expression
 */
 class MatchResult
 {
@@ -22,17 +44,20 @@ private:
     std::vector<std::shared_ptr<FsmRunTimeContext>> mAllValid;
 
     /*
-    the Run time of eatch sub FSM , to have a valide match we need a set of one run time per FSM compatible
-    the id must be contigue
+    the Run time of each sub FSM , to have a valid match we need a set of one run time per FSM compatible
+    the id must be continue
     */
     std::vector<std::vector<std::shared_ptr<FsmRunTimeContext>>> mIdToRunTime;
 
-    std::vector<std::set<NodePtr>> mSolve;
+    std::vector<std::shared_ptr<MatchSolution>> mSolve;
 
     std::size_t mNbSubStm;
 
+
+
 public:
-    MatchResult(std::vector<std::shared_ptr<FsmRunTimeContext>> allValid, std::size_t nbSubStm);
+    MatchResult(std::vector<std::shared_ptr<FsmRunTimeContext>> allValid, std::size_t nbSubStm,
+     const std::string& query,const std::vector<NodePtr>& startNodes);
 
     virtual ~MatchResult() = default;
 
@@ -40,16 +65,18 @@ public:
      * @brief get the set of the node match for une expression
      * @return the set of node of the graph that corresponding to an expression
     */
-    std::set<NodePtr> getBiggerSolution(void);
+    std::shared_ptr<MatchSolution> getBiggerSolution(void);
+
+    std::vector<std::shared_ptr<MatchSolution>> getSolutions(void);
 
 private:
 
 /**
- * @brief recurent function use to inite mSolve in the constructor
+ * @brief recurrent function use to init mSolve in the constructor
  *
  **/
 
-void _generateCombinationd( std::size_t idxSubStm, std::vector<std::shared_ptr<FsmRunTimeContext>>& precedence);
+void _generateCombination( std::size_t idxSubStm, std::vector<std::shared_ptr<FsmRunTimeContext>>& precedence,const std::string& query,const std::vector<NodePtr>& startNodes);
 
 };
 

include/aidge/nodeTester/ConditionalInterpreter.hpp

@@ -198,6 +198,13 @@ class ConditionalRegisterFunction {
      */
     ConditionalData* run(const std::string key,std::vector<ConditionalData*> & datas);
 
+    bool isLambdaRegister(const std::string &key) {
+        if(mWlambda.find(key) != mWlambda.end()){
+            return true;
+        }
+        return false;
+    }
+
     private:
     /// @brief map of name and the converted function.
     std::map<const std::string, std::function<ConditionalData*(std::vector<ConditionalData*>  &)>> mWlambda;
@@ -227,7 +234,7 @@ class ConditionalInterpreter
      * @brief the registery for the lambda fuction
      * @see ConditionalRegisterFunction
     */
-    ConditionalRegisterFunction mLambdaRegiter;
+    ConditionalRegisterFunction mLambdaRegister;
 
 
     std::vector<ConditionalData*> mResolution ;
@@ -241,15 +248,25 @@ class ConditionalInterpreter
     }
 
     public:
+
+    const std::string mKey;
+
     /**
      * @brief Constructor
      * @param ConditionalExpressions The expression of the test to be performed on the nodes
      */
 
-    ConditionalInterpreter(const std::string ConditionalExpressions);
+    ConditionalInterpreter(const std::string key,const std::string ConditionalExpressions);
 
     ~ConditionalInterpreter(){clearRes();}
 
+     /**
+     * @brief get the condition key
+     * @return the key
+    */
+
+    const std::string& getKey();
+
     /**
      * @brief Test a node depending of the ConditionalExpressions
      * @details the AST is visit using \ref visit() whith the $ init whit the nodeOp
@@ -266,7 +283,7 @@ class ConditionalInterpreter
      */
     void insertLambda(const std::string key,std::function<bool(Aidge::NodePtr)> f);
 
-
+    bool isLambdaRegister(const std::string &key);
     /////
 
     private:

src/graphRegex/GraphFsmInterpreter.cpp

@@ -3,15 +3,24 @@
 using namespace Aidge; 
 
 
-GraphFsmInterpreter::GraphFsmInterpreter(const std::string graphMatchExpr,std::map<std::string,std::shared_ptr<ConditionalInterpreter>> nodesCondition):mParser(graphMatchExpr){
+GraphFsmInterpreter::GraphFsmInterpreter(const std::string graphMatchExpr,std::vector<std::shared_ptr<ConditionalInterpreter>>&nodesCondition):mParser(graphMatchExpr){
     mActGroupe = 0;
-    mNodesCondition = nodesCondition;
+
+    for (const auto obj : nodesCondition) {
+        if(mNodesCondition.find(obj->getKey()) ==mNodesCondition.end()){
+             mNodesCondition[obj->getKey()] = obj;
+        }else{
+            throw std::logic_error("GraphFsmInterpreter Bad Key" );
+        }
+    }
 }
 std::shared_ptr<FsmGraph>  GraphFsmInterpreter::interpret(void){
     mActGroupe = 0;
     std::shared_ptr<AstNode<gRegexTokenTypes>> tree = mParser.parse();
-    return visit(tree);
+    std::shared_ptr<FsmGraph> out = visit(tree);
+    return out;
 }
+
 std::shared_ptr<FsmGraph> GraphFsmInterpreter::visit(std::shared_ptr<AstNode<gRegexTokenTypes>> AstTree){
 
     std::vector<std::shared_ptr<AstNode<gRegexTokenTypes>>> nextAstNodes = AstTree->getChilds();
@@ -44,7 +53,7 @@ std::shared_ptr<FsmGraph> GraphFsmInterpreter::keyF(std::shared_ptr<AstNode<gReg
 
     std::shared_ptr<FsmNode>  start = std::make_shared<FsmNode>(false,true);
     std::shared_ptr<FsmNode>  valid = std::make_shared<FsmNode>(true,false);
-    std::shared_ptr<FsmGraph> graph = std::make_shared<FsmGraph>();
+    std::shared_ptr<FsmGraph> graph = std::make_shared<FsmGraph>(mParser.getQuery());
     std::shared_ptr<FsmEdge> edge;
     
 
@@ -66,7 +75,7 @@ std::shared_ptr<FsmGraph> GraphFsmInterpreter::keyF(std::shared_ptr<AstNode<gReg
 std::shared_ptr<FsmGraph> GraphFsmInterpreter::sepF(std::shared_ptr<FsmGraph> leftFsm,std::shared_ptr<FsmGraph> rigthFsm){
 
     size_t idxLeft = leftFsm->getNbSubFsm();
-    rigthFsm->incOrigineAllNodeBy(idxLeft);
+    rigthFsm->incOriginAllNodeBy(idxLeft);
     leftFsm->unionG(rigthFsm);
     //the rigthFsm is no longer usfull
     return leftFsm;

src/graphRegex/GraphLexer.cpp

@@ -133,6 +133,11 @@ bool GraphLexer::isEnd(void){
     return mPosition >= mRegularExpressions.length();
 }
 
+
+const std::string GraphLexer::getQuery(){
+    return mRegularExpressions;
+}
+
 std::runtime_error GraphLexer::badTokenError(const std::string& currentChars,std::size_t position){
     std::ostringstream errorMessage;
     errorMessage << "\nBad syntax " << currentChars << " :\n" << mRegularExpressions << "\n";

src/graphRegex/GraphParser.cpp

@@ -9,6 +9,10 @@ mLexer(gRegexExpressions)
 }
 
 
+const std::string GraphParser::getQuery(){
+    return mLexer.getQuery();
+}
+
 std::shared_ptr<AstNode<gRegexTokenTypes>> GraphParser::parse(void){
 
     std::shared_ptr<AstNode<gRegexTokenTypes>> astTree = constructAstAllExpr();

src/graphRegex/GraphRegex.cpp

+#include "aidge/graphRegex/GraphRegex.hpp"
+using namespace Aidge; 
+
+
+void GraphRegex::setKeyFromGraph(std::shared_ptr<GraphView> ref){
+
+    for (const NodePtr& node : ref->getNodes()) {
+        std::string type =  node->type();
+        bool isIn = false;
+        for(const auto test:mAllTest){
+            if(test->getKey() == type){
+                isIn = true;
+                break;
+            }
+        }
+        if(!isIn){
+             mAllTest.push_back(std::make_shared<ConditionalInterpreter>(type,"getType($) =='" + type + "'"));
+        }
+        // auto it = mAllTest.find(type);
+        // if (it == mAllTest.end()) {
+        //    mAllTest[type] = std::make_shared<ConditionalInterpreter>(type,"getType($) =='" + type + "'");
+        // }
+        // //if the key exist it's ok, but not make 2 ConditionalInterpreter
+    }
+}
+
+
+
+void GraphRegex::addQuery(const std::string query){
+    mQuery.push_back(query);
+}
+
+
+
+// Function to generate all combinations of n elements from a set
+void GraphRegex::_generateCombinationsStart(const std::set<NodePtr>& elements, std::size_t n, std::size_t index, std::vector<NodePtr>& current, std::set<std::vector<NodePtr>>& combinations) {
+    if (n == 0) {
+        combinations.insert(current);
+        return;
+    }
+    for (auto it = elements.begin(); it != elements.end(); ++it) {
+        current.push_back(*it);
+        _generateCombinationsStart(elements, n - 1, index + 1, current, combinations);
+        current.pop_back();
+    }
+}
+
+
+void GraphRegex::_findLargestCompatibleSet(
+    const std::vector<std::shared_ptr<MatchSolution>>& solutions,
+    std::set<std::shared_ptr<MatchSolution>>& currentSet,
+    std::set<std::shared_ptr<MatchSolution>>& largestSet,
+    size_t currentIndex
+) {
+    if (currentIndex >= solutions.size()) {
+        if (currentSet.size() > largestSet.size()) {
+            largestSet = currentSet;
+        }
+        return;
+    }
+
+    for (size_t i = currentIndex; i < solutions.size(); ++i) {
+        if (std::all_of(currentSet.begin(), currentSet.end(),
+            [&](const std::shared_ptr<MatchSolution>& solution) {
+                return solution->areCompatible(solutions[i]);
+            }
+        )) {
+            currentSet.insert(solutions[i]);
+            _findLargestCompatibleSet(solutions, currentSet, largestSet, i + 1);
+            currentSet.erase(solutions[i]);
+        }
+    }
+}
+
+std::set<std::shared_ptr<MatchSolution>> GraphRegex::_findLargestCompatibleSet(
+    const std::vector<std::shared_ptr<MatchSolution>>& solutions
+) {
+    std::set<std::shared_ptr<MatchSolution>> largestSet;
+    std::set<std::shared_ptr<MatchSolution>> currentSet;
+    _findLargestCompatibleSet(solutions, currentSet, largestSet, 0);
+    return largestSet;
+}
+
+
+
+std::set<std::shared_ptr<MatchSolution>> GraphRegex::match(std::shared_ptr<GraphView> ref){
+
+    std::vector<std::shared_ptr<MatchSolution>> solutions = {};
+
+    for (const std::string& query : mQuery) {
+
+        std::shared_ptr<GraphFsmInterpreter>  fsmGenerator = std::make_shared<GraphFsmInterpreter>(query,mAllTest);
+        std::shared_ptr<FsmGraph> fsm = fsmGenerator->interpret();
+
+        // generate all the start possibility 
+        std::size_t nb_startSt =  fsm->getNbStart();
+        std::set<std::vector<NodePtr>> combinations;
+        std::vector<NodePtr> current;
+        _generateCombinationsStart(ref->getNodes(), nb_startSt, 0, current, combinations);
+        
+
+        // all start 
+        for (const auto& combination : combinations) {
+            std::vector<std::shared_ptr<MatchSolution>> solution = fsm->test(combination);
+            solutions.insert(solutions.end(), solution.begin(), solution.end());
+        }
+    }
+    return _findLargestCompatibleSet(solutions);
+}
+
+void GraphRegex::setNodeKey(const std::string key, const std::string conditionalExpressions ){
+    mAllTest.push_back(std::make_shared<ConditionalInterpreter>(key,conditionalExpressions));
+    _majConditionalInterpreterLambda();
+}
+
+
+void GraphRegex::setNodeKey(const std::string key,std::function<bool(NodePtr)> f){
+    //we can applied to all key but it's not efficient 
+    if(mAllLambda.find(key) != mAllLambda.end()){
+        throw std::runtime_error(key + " is define");
+    }
+    _majConditionalInterpreterLambda();
+}
+
+void GraphRegex::_majConditionalInterpreterLambda(){
+       
+    for (const auto& test : mAllTest) {
+        for (const auto& pair : mAllLambda) {
+            const std::string& key = pair.first;
+            const std::function<bool(NodePtr)>& lambda = pair.second;
+
+            if(!test->isLambdaRegister(key)){
+                test->insertLambda(key,lambda);
+            }
+            
+        }
+    }
+}
+

src/graphRegex/matchFsm/FsmEdge.cpp

@@ -24,7 +24,7 @@ void FsmEdge::updateRelative( const std::map<size_t,int>& relativePos ){
 std::shared_ptr<FsmNode> FsmEdge::getSourceNode(void){
     return mNodeSource;
 }
-void FsmEdge::reSetSouceNode(const std::shared_ptr<FsmNode>& newSource){
+void FsmEdge::reSetSourceNode(const std::shared_ptr<FsmNode>& newSource){
     mNodeSource->rmEdge(shared_from_this());
     mNodeSource = newSource;
     mNodeSource->addEdge(shared_from_this());
@@ -258,6 +258,11 @@ const std::string lexeme)
                 std::string commonId =  m[2];
                 size_t commonIdx = commonId.empty() ? 0 : std::stoi(commonId) + 1;
                 std::string commonKey = edgeType + std::to_string(commonIdx);
+            
+                if(allTest.find(edgeType) == allTest.end()){
+                     throw std::invalid_argument("Bad Node Test " + edgeType );
+                }
+
                 return  std::make_shared<FsmEdgeCommon> (source, dest, allTest.at(edgeType), commonKey);
             } else {
                 throw std::invalid_argument("error lexem COMMON " + lexeme);
@@ -267,6 +272,11 @@ const std::string lexeme)
             std::smatch m;
             if (std::regex_match(lexeme, m, uniqueRegex)) {
                 std::string edgeType = m[1];
+
+                if(allTest.find(edgeType) == allTest.end()){
+                     throw std::invalid_argument("Bad Node Test " + edgeType );
+                }
+
                 return  std::make_shared<FsmEdgeUnique>(source, dest, allTest.at(edgeType));
             } else {
                 throw std::invalid_argument("error lexem UNIQUE \"" + std::string(lexeme) +" eee\"");

src/graphRegex/matchFsm/FsmGraph.cpp

@@ -4,12 +4,13 @@ using namespace Aidge;
 
 
 
-FsmGraph::FsmGraph(/* args */){
+FsmGraph::FsmGraph(const std::string query):mQuery(query){
 
 }
 
 //TODO
-    std::shared_ptr<MatchResult> FsmGraph::test(std::vector<NodePtr>& startNodes){
+    std::vector<std::shared_ptr<MatchSolution>> FsmGraph::test(const std::vector<NodePtr>& startNodes){
+        
     std::vector<std::shared_ptr<Aidge::FsmNode>> startNodesFsm = getStartNodes();
     if(startNodes.size() != startNodesFsm.size()){
          throw std::runtime_error("bad number of Start nodes");
@@ -61,8 +62,8 @@ FsmGraph::FsmGraph(/* args */){
         nextWalks.clear();
     }
     
-    
-    return std::make_shared<MatchResult>(allValidContext,getNbSubFsm());
+    MatchResult allMatch(allValidContext,getNbSubFsm(),mQuery,startNodes);
+    return allMatch.getSolutions();
 
 }
 
@@ -77,8 +78,8 @@ const std::set<std::shared_ptr<FsmEdge>>& FsmGraph::getEdge(void){
 void FsmGraph::addEdge(std::shared_ptr<FsmEdge>& edge){
     edge->updateWeak();
     mEdges.insert(edge);
-    mAllOrigine.insert(edge->getDestNode()->getOrigine());
-    mAllOrigine.insert(edge->getSourceNode()->getOrigine());
+    mAllOrigin.insert(edge->getDestNode()->getOrigin());
+    mAllOrigin.insert(edge->getSourceNode()->getOrigin());
 }
 
 const std::vector<std::shared_ptr<FsmNode>> FsmGraph::getStartNodes(void){
@@ -151,15 +152,19 @@ void FsmGraph::mergeOneStartOneValid(const std::shared_ptr<FsmGraph> fsmGraph){
 }
 
 std::size_t FsmGraph::getNbSubFsm(void){
-    return mAllOrigine.size();
+    return mAllOrigin.size();
+}
+
+std::size_t FsmGraph::getNbStart(void){
+    return getStartNodes().size();
 }
 
-void FsmGraph::incOrigineAllNodeBy(std::size_t incr){
+void FsmGraph::incOriginAllNodeBy(std::size_t incr){
     std::set<std::shared_ptr<FsmNode>> nodes = getNodes();
     for(auto node :nodes){
-        node->incOrigine(incr);
+        node->incOrigin(incr);
     }
-    for(auto origin : mAllOrigine){
+    for(auto origin : mAllOrigin){
         origin += incr;
     }
 }
@@ -185,7 +190,7 @@ void FsmGraph::_mergeNode(std::shared_ptr<FsmNode> source,std::shared_ptr<FsmNod
         if(edge->getDestNode() == source ){
             edge->reSetDestNode(dest);
         }else if(edge->getSourceNode() == source ){
-            edge->reSetSouceNode(dest);
+            edge->reSetSourceNode(dest);
         }
 
     }

src/graphRegex/matchFsm/FsmNode.cpp

@@ -53,11 +53,11 @@ const std::vector<std::shared_ptr<FsmRunTimeContext>> FsmNode::test( std::shared
 
 
 
-std::size_t FsmNode::getOrigine(void){
-    return mOrigineStm;
+std::size_t FsmNode::getOrigin(void){
+    return mOriginFsm;
 }
-void FsmNode::incOrigine(std::size_t inc){
-    mOrigineStm += inc;
+void FsmNode::incOrigin(std::size_t inc){
+    mOriginFsm += inc;
 }
 void FsmNode::rmEdge(std::shared_ptr<FsmEdge> edge){
     mEdges.erase(edge);
@@ -93,7 +93,7 @@ const std::set<std::weak_ptr<FsmEdge>,lex_compare<FsmEdge>>& FsmNode::getEdges(v
 }
 
 void FsmNode::setGroupe(std::size_t groupeIdx){
-    mGroupeStm = groupeIdx;
+    mGroupeFsm = groupeIdx;
     
 }
 

src/graphRegex/matchFsm/FsmRunTimeContext.cpp

@@ -155,7 +155,7 @@ void FsmRunTimeContext::setValid(NodePtr node,std::shared_ptr<ConditionalInterpr
 }
 
 std::size_t FsmRunTimeContext::getSubStmId(void){
-    return mActState->getOrigine();
+    return mActState->getOrigin();
 }
 
 NodePtr FsmRunTimeContext::getCommonNodeFromIdx(std::size_t commonIdx){
@@ -207,7 +207,7 @@ std::set<NodePtr> FsmRunTimeContext::getValidNodesNoCommon(void){
     return differenceSet;
 }
 
-std::map<std::shared_ptr<ConditionalInterpreter>,std::set<NodePtr>> FsmRunTimeContext::getValid(void){
+std::map<std::shared_ptr<ConditionalInterpreter>,std::set<NodePtr>>& FsmRunTimeContext::getValid(void){
     return mValidNodes;
 }
 

src/graphRegex/matchFsm/MatchResult.cpp

@@ -2,10 +2,63 @@
 
 using namespace Aidge; 
 
+    MatchSolution::MatchSolution(std::vector<std::shared_ptr<FsmRunTimeContext>>& precedence,const std::string query,const std::vector<NodePtr> startNode):mQueryFrom(query),mStartNode(startNode){
+            //reformat the solution
+            for (const auto& context : precedence) {
+                for (const auto& pair : context->getValid()) {
+                    
+                    if(mSolution.find(pair.first->getKey()) == mSolution.end()){
+                        mSolution[pair.first->getKey()] = pair.second;
+                    }else{
+                         mSolution[pair.first->getKey()].insert(pair.second.begin(), pair.second.end());
+                    }
+                }
+            }
+    }
+
+
+    const std::set<NodePtr> & MatchSolution::at(const std::string key){
+
+        return mSolution[key];
 
-MatchResult::MatchResult(std::vector<std::shared_ptr<FsmRunTimeContext>> allValid, std::size_t nbSubStm):mIdToRunTime(nbSubStm){
+    }
+
+    const std::set<NodePtr> MatchSolution::getAll(){
+
+            // Create a unique set to store all the elements
+            std::set<NodePtr> uniqueSet;
+
+            // Iterate through the map and insert elements from each set into the unique set
+            for (const auto& pair : mSolution) {
+                const std::set<NodePtr>& nodeSet = pair.second;
+                
+                // Insert elements from the current set into the unique set
+                uniqueSet.insert(nodeSet.begin(), nodeSet.end());
+            }
+            
+            return uniqueSet;
+
+    }
+
+    bool MatchSolution::areCompatible(std::shared_ptr<MatchSolution> solution){
+        std::set<NodePtr> set1 = solution->getAll();
+        std::set<NodePtr> set2 = getAll();
+        std::set<NodePtr> intersection ;
+        std::set_intersection(set1.begin(), set1.end(), set2.begin(), set2.end(), std::inserter(intersection, intersection.begin()));
+        if (intersection.empty()) {
+            return true;
+        }
+        return false;
+    }
+
+    
+
+////////////////////////////////
+//
+////////////////////////////////
+MatchResult::MatchResult(std::vector<std::shared_ptr<FsmRunTimeContext>> allValid, std::size_t nbSubStm,
+const std::string& query,const std::vector<NodePtr>& startNodes):mIdToRunTime(nbSubStm),mNbSubStm(nbSubStm){
         mAllValid = allValid;
-        mNbSubStm = nbSubStm;
 
         //mIdToRunTimm
         for (const auto& contextPtr : allValid) {
@@ -13,25 +66,26 @@ MatchResult::MatchResult(std::vector<std::shared_ptr<FsmRunTimeContext>> allVali
         }
 
         std::vector<std::shared_ptr<FsmRunTimeContext>> precedence;
-        //make all solution posible 
-        _generateCombinationd(0,precedence);
+        //make all solution possible 
+        _generateCombination(0,precedence,query,startNodes);
         //sort by solution number of elements
-        std::sort(mSolve.begin(), mSolve.end(), [](const std::set<NodePtr>& set1, const std::set<NodePtr>& set2) {
-        return set1.size() < set2.size();
+        std::sort(mSolve.begin(), mSolve.end(), [](std::shared_ptr<MatchSolution>& set1, std::shared_ptr<MatchSolution>& set2) {
+        return set1->getAll().size() < set2->getAll().size();
         });
 
 
 }
 
-void MatchResult::_generateCombinationd( std::size_t idxSubStm, std::vector<std::shared_ptr<FsmRunTimeContext>>& precedence){
+void MatchResult::_generateCombination( std::size_t idxSubStm, std::vector<std::shared_ptr<FsmRunTimeContext>>& precedence,
+const std::string& query,const std::vector<NodePtr>& startNodes){
 
     //it's end , we are below the number of stm
     if (idxSubStm == mNbSubStm)
     {
-        //precedence containe a liste of FSM compatible, we just need to 
-        //check if all the node have been valide by at least one contetext 
+        //precedence contain a list of FSM compatible, we just need to 
+        //check if all the node have been valid by at least one context 
         
-        //1) make the set of all node for the comput graph that are valide in all the  FsmRunTimeContext
+        //1) make the set of all node for the compute graph that are valid in all the  FsmRunTimeContext
         std::set<NodePtr> validNode;
         std::set<NodePtr> rejectNode;
         for (const auto& contextPtr : precedence) {
@@ -40,11 +94,11 @@ void MatchResult::_generateCombinationd( std::size_t idxSubStm, std::vector<std:
             std::set<NodePtr> tmpR =  contextPtr->getRejectedNodes();
             rejectNode.insert(tmpR.begin(),tmpR.end());
         }
-        // 2) all  RejectedNodes need to be valide by an others stm 
+        // 2) all  RejectedNodes need to be valid by an others stm 
         // if it's not the case the match is not valid
         if(std::includes(validNode.begin(), validNode.end(), rejectNode.begin(), rejectNode.end())){
             //we can save the solution 
-            mSolve.push_back(validNode);
+            mSolve.push_back(std::make_shared<MatchSolution>(precedence,query,startNodes));
         }
         precedence.pop_back();
         return;
@@ -55,10 +109,10 @@ void MatchResult::_generateCombinationd( std::size_t idxSubStm, std::vector<std:
     {
         if(idxSubStm == 0){
             precedence.push_back(contextPtrOneFsm);
-            _generateCombinationd(idxSubStm+1,precedence);
+            _generateCombination(idxSubStm+1,precedence,query,startNodes);
             
         }else{
-            //test if the new context is compatible whith all the context in the precedence
+            //test if the new context is compatible with all the context in the precedence
             //
             bool compatibleSolutionFsm = true;
             for (const auto& contextPtrOfOtherFsm : precedence) {
@@ -70,7 +124,7 @@ void MatchResult::_generateCombinationd( std::size_t idxSubStm, std::vector<std:
 
             if(compatibleSolutionFsm){
                 precedence.push_back(contextPtrOneFsm);
-                _generateCombinationd(idxSubStm+1,precedence);
+                _generateCombination(idxSubStm+1,precedence,query,startNodes);
             }
 
         }
@@ -83,11 +137,16 @@ void MatchResult::_generateCombinationd( std::size_t idxSubStm, std::vector<std:
 
 }
 
-std::set<NodePtr> MatchResult::getBiggerSolution(void){
+std::shared_ptr<MatchSolution> MatchResult::getBiggerSolution(void){
+
     if(mSolve.empty()){
-        return std::set<NodePtr>();
+        return nullptr;
     }else{
         return mSolve[0];
     }
     
+}
+
+std::vector<std::shared_ptr<MatchSolution>> MatchResult::getSolutions(void){
+    return mSolve;
 }
\ No newline at end of file

src/nodeTester/ConditionalInterpreter.cpp

@@ -18,20 +18,30 @@ using namespace Aidge;
         }
     }
 
+
 //////////////////////
 //ConditionalInterpreter
 ///////////////////////
-    ConditionalInterpreter::ConditionalInterpreter(const std::string ConditionalExpressions)
-    :mLambdaRegiter()
+    ConditionalInterpreter::ConditionalInterpreter(const std::string key,const std::string ConditionalExpressions)
+    :mLambdaRegister(),mKey(key)
     {
 
         ConditionalParser conditionalParser = ConditionalParser(ConditionalExpressions);
         mTree = conditionalParser.parse();
+        
         ///lambda by default
-        mLambdaRegiter.insert("getType",+[](NodePtr NodeOp){return NodeOp->type();});
+        mLambdaRegister.insert("getType",+[](NodePtr NodeOp){return NodeOp->type();});
 
     }
     
+    bool ConditionalInterpreter::isLambdaRegister(const std::string &key){
+        return mLambdaRegister.isLambdaRegister(key);
+    }
+    
+    const std::string& ConditionalInterpreter::getKey(){
+        return mKey;
+    }
+
 
     bool ConditionalInterpreter::test( const NodePtr nodeOp)
     {
@@ -40,15 +50,15 @@ using namespace Aidge;
         try{
             std::vector<ConditionalData*> r =  visit({mTree},nodeOp);
    
-        if (mResolution.size() != 1){
-            throw std::runtime_error("Multy output interpretation output");
-        }else{
-            if (!mResolution[0]->isTypeEqualTo<bool>()){
-                throw std::runtime_error("TEST OUT MUST BE A BOOL ");
+            if (mResolution.size() != 1){
+                throw std::runtime_error("Multi output interpretation output");
             }else{
-                return mResolution[0]->getValue<bool>();
+                if (!mResolution[0]->isTypeEqualTo<bool>()){
+                    throw std::runtime_error("TEST OUT MUST BE A BOOL ");
+                }else{
+                    return mResolution[0]->getValue<bool>();
+                }
             }
-        }
 
         }catch(const std::exception& e){
             std::ostringstream errorMessage;
@@ -58,7 +68,7 @@ using namespace Aidge;
     }
 
     void ConditionalInterpreter::insertLambda(const std::string key,std::function<bool(Aidge::NodePtr)> f){
-        mLambdaRegiter.insert<std::function<bool(Aidge::NodePtr)> >(key, f);
+        mLambdaRegister.insert<std::function<bool(Aidge::NodePtr)> >(key, f);
     }
 
     /////
@@ -169,7 +179,7 @@ using namespace Aidge;
                     }
                 }catch(const std::exception& e){
                     std::ostringstream errorMessage;
-                    errorMessage << "Error in visiting AST for node"<< nodeOp->name() << "\n\t" << e.what()  << "\n";
+                    errorMessage << "Error in visiting AST for node "<< nodeOp->name() << "\n\t" << e.what()  << "\n";
                     throw std::runtime_error(errorMessage.str()); 
                 }
             }
@@ -210,7 +220,7 @@ using namespace Aidge;
         //if the lambda have input
         ConditionalData* data;
         try {
-            data = mLambdaRegiter.run(node->getValue(),mResolution);
+            data = mLambdaRegister.run(node->getValue(),mResolution);
         } catch (const std::exception& e) {
             std::ostringstream errorMessage;
             errorMessage << "Error in conditional interpretation when run the "<<  node->getValue() <<" Lambda\n\t" << e.what()  << "\n";
@@ -230,7 +240,7 @@ using namespace Aidge;
         auto b = mResolution[1];
 
         if (a->getType() != b->getType()){
-            throw std::runtime_error("EQ Unsuported between type :" + a->getType() +" "+ b->getType());
+            throw std::runtime_error("EQ Unsupported between type :" + a->getType() +" "+ b->getType());
         }
 
 
@@ -262,7 +272,7 @@ using namespace Aidge;
         auto b = mResolution[1];
 
         if (a->getType() != b->getType()){
-            throw std::runtime_error("NEQ Unsuported between type :" + a->getType() +" "+ b->getType());
+            throw std::runtime_error("NEQ Unsupported between type :" + a->getType() +" "+ b->getType());
         }
 
         ConditionalData* data = new ConditionalData;