public Case ReuseCase(ArrayList stats)
    {
        if (_env == null)
        {
            throw new ContextException("environment variable is not set");
        }

        ICBRContext ctx = CBRContextManager.GetCBRContext(_env);

        if (ctx == null)
        {
            throw new ContextException("context is not set");
        }
        IMethod m = ctx.GetCaseReuseMethod();

        if (m == null)
        {
            throw new ContextException(
                      "context's GetCaseRetrievalMethod is not set");
        }
        ctx.SetReuseCase((Case)m.Execute(stats));


        return((Case)m.Execute(stats));
    }
Example #2
0
        public ArrayList GetCases(Case c)
        {
            ArrayList cases = null;

            if (_env == null)
            {
                throw new ContextException("environment variable is not set");
            }

            ICBRContext ctx = CBRContextManager.GetCBRContext(_env);

            if (ctx == null)
            {
                throw new ContextException("not set the context");
            }

            int type = ctx.GetCaseBaseInputType();

            if (type == CaseBaseInputType.TYPE_DB ||
                type == CaseBaseInputType.TYPE_FILE
                )
            {
                ICaseBaseInput input = (ICaseBaseInput)ctx.GetCaseBaseInput();
                if (input == null)
                {
                    throw new ContextException("not set the database input");
                }
                cases = input.GetCases(c);
            }
            else
            {
                throw new ContextException("not support case base type");
            }
            return(cases);
        }
        public object Execute(object obj)
        {
            if (_env == null)
            {
                throw new ContextException("environment variable is not set");
            }

            ICBRContext ctx = CBRContextManager.GetCBRContext(_env);

            if (ctx == null)
            {
                //throw NoContextException
                throw new ContextException("not set the context");
            }

            ICaseReuseStrategy strategy = ctx.GetCaseReuseStrategy();

            if (strategy == null)
            {
                throw new ContextException(
                          "context CaseReuseStrategy is not set");
            }


            return(strategy.Reuse((ArrayList)obj));
        }
Example #4
0
    public object Execute_partial(object obj, ArrayList cases)
    {
        if (_env == null)
        {
            throw new ContextException("environment variable is not set");
        }

        ICBRContext ctx = CBRContextManager.GetCBRContext(_env);

        if (ctx == null)
        {
            //throw NoContextException
            throw new ContextException("not set the context");
        }

        ICaseBase caseBase = ctx.GetCaseBase();

        if (caseBase == null)
        {
            //throw exception
            throw new ContextException("not set casebase");
        }
        if (cases == null || cases.Count <= 0)
        {
            if (Version.DEBUG)
            {
                System.Console.WriteLine("not found cases matched");
            }
            return(null);
        }

        //compute the similarity and sort by similarity ascending
        return(ComputeSimilarity(cases, (Case)obj));
    }
Example #5
0
        public void testGetCBRContext()
        {
            CBRContextManager.Load("engine1", path);
            ICBRContext ctx = CBRContextManager.GetCBRContext("engine1");               //path);

            System.Console.WriteLine(ctx.GetCaseBase().ToString());
            System.Console.WriteLine(ctx.GetCaseBase().GetEnv());

            System.Console.WriteLine(ctx.GetCaseBaseInput().ToString());

            System.Console.WriteLine(ctx.GetCaseBaseInputType().ToString());

            System.Console.WriteLine(ctx.GetCaseRestoreMethod().ToString());
            System.Console.WriteLine(ctx.GetCaseRestoreMethod().GetEnv());

            System.Console.WriteLine(ctx.GetCaseRetrievalMethod().ToString());
            System.Console.WriteLine(ctx.GetCaseRetrievalMethod().GetEnv());

            System.Console.WriteLine(ctx.GetCaseReuseMethod().ToString());
            System.Console.WriteLine(ctx.GetCaseReuseMethod().GetEnv());

            System.Console.WriteLine(ctx.GetCaseReuseStrategy().ToString());
            System.Console.WriteLine(ctx.GetCaseReuseStrategy().GetEnv());

            System.Console.WriteLine(ctx.GetSimilarity().ToString());
            System.Console.WriteLine(ctx.GetSimilarity().GetEnv());

            System.Console.WriteLine(ctx.GetSimilarityThrehold().ToString());
        }
Example #6
0
 public ICBRContext GetCBRContext()
 {
     if (_env == null)
     {
         throw new Exception("not set environment variable of cbr context");
     }
     return(CBRContextManager.GetCBRContext(_name));
 }
Example #7
0
        public void SetProblem(Case problem)
        {
            _problem = problem;

            _ctx = CBRContextManager.GetCBRContext(_name);
            if (_problem == null)
            {
                System.Console.WriteLine("problem is not set");
                return;
            }
            _ctx.SetCurrentCase(_problem);
        }
Example #8
0
        public Case ReviseCase(Case solution)
        {
            ICBRContext ctx = CBRContextManager.GetCBRContext(_env);

            if (ctx == null)
            {
                throw new ContextException("context is not set");
            }
            ctx.SetSolutionCase(solution);

            return(solution);
        }
        /// <summary>
        /// compute the similarity of case base's cases and problem case
        ///
        /// </summary>
        /// <param name="cases"></param>
        /// <param name="problem"></param>
        /// <returns></returns>
        public ArrayList ComputeSimilarity(ArrayList cases, Case problem)
        {
            if (_env == null)
            {
                throw new ContextException("environment variable is not set");
            }

            ICBRContext ctx = CBRContextManager.GetCBRContext(_env);

            if (ctx == null)
            {
                throw new ContextException("not set context");
            }

            ISimilarity sim = (ISimilarity)ctx.GetSimilarity();

            if (sim == null)
            {
                throw new ContextException("similarity method is not set");
            }

            ArrayList stats = new ArrayList();
            double    similarityThrehold = ctx.GetSimilarityThrehold();

            for (int i = 0; i < cases.Count; i++)
            {
                Case   solution   = (Case)cases[i];
                double similarity = sim.Compare(problem, solution);
                //continue if the similarity by comparing is lower than the
                //similarity threhold in context setting
                if (similarity < similarityThrehold)
                {
                    continue;
                }
                IStat s = StatFactory.newInstance();
                s.SetCBRCase(solution);
                s.SetCaseSimilarity(similarity);
                //bi-sort similarity
                if (stats.Count <= 0)
                {
                    stats.Add(s);
                    continue;
                }
                SortSimilarity(stats, s);
            }

            return(stats);
        }
Example #10
0
        public bool Startup()
        {
            if (_env == null ||
                CBRContextManager.GetCBRContext(_name) == null)
            {
                System.Console.WriteLine("environment is not set or context is null");
                return(false);
            }

            _ctx = CBRContextManager.GetCBRContext(_name);
            if (_problem == null)
            {
                System.Console.WriteLine("problem is not set");
                return(false);
            }
            _ctx.SetCurrentCase(_problem);
            #region only for test
            if (Version.DEBUG)
            {
                System.Console.WriteLine("=====context detail=====");
                System.Console.WriteLine("Reasoning Engine startup successfully!");
                System.Console.WriteLine("problem case is:");
                for (int i = 0; i < _problem.GetFeatures().Count; i++)
                {
                    Feature f = (Feature)_problem.GetFeatures()[i];
                    System.Console.WriteLine("\t" + f.GetFeatureName() + ":" + f.GetFeatureValue());
                }
                System.Console.WriteLine("context is:");
                System.Console.WriteLine("case base\t" + _ctx.GetCaseBase().ToString());
                System.Console.WriteLine("case base input\t" + _ctx.GetCaseBaseInput().ToString());
                System.Console.WriteLine("case base input type\t" + _ctx.GetCaseBaseInputType().ToString());
                System.Console.WriteLine("case base url\t" + _ctx.GetCaseBaseURL().ToString());
                System.Console.WriteLine("case restore method\t" + _ctx.GetCaseRestoreMethod().ToString());
                System.Console.WriteLine("case retrieval method\t" + _ctx.GetCaseRetrievalMethod().ToString());
                System.Console.WriteLine("case reuse method\t" + _ctx.GetCaseReuseMethod().ToString());
                System.Console.WriteLine("case reuse strategy\t" + _ctx.GetCaseReuseStrategy().ToString());
                System.Console.WriteLine("case revise method\t" + _ctx.GetCaseReviseMethod().ToString());
                System.Console.WriteLine("current case\t" + _ctx.GetCurrentCase().ToString());
                System.Console.WriteLine("similarity\t" + _ctx.GetSimilarity().ToString());
                System.Console.WriteLine("similarity threhold\t" + _ctx.GetSimilarityThrehold().ToString());
                System.Console.WriteLine("=====end of context detail=====");
            }
            #endregion
            return(true);
        }
Example #11
0
        public Case Reuse(ArrayList stats)
        {
            if (stats == null || stats.Count <= 0)
            {
                return(null);
            }

            if (_env == null)
            {
                throw new ContextException("environment variable is not set");
            }

            ICBRContext ctx = CBRContextManager.GetCBRContext(_env);

            if (ctx == null)
            {
                throw new ContextException("context is not set");
            }
            Case problem = ctx.GetCurrentCase();
            Case c       = ((IStat)(stats[0])).GetCBRCase();

            if (c != null && problem != null)
            {
                ArrayList features = c.GetFeatures();
                for (int i = 0; i < features.Count; i++)
                {
                    Feature f = (Feature)features[i];
                    //if the feature is the key of problem
                    if (f.GetIsKey())
                    {
                        problem.ModifyFeature(f.GetFeatureName(),
                                              f.GetFeatureType(), f.GetFeatureValue(),
                                              f.GetWeight(), f.GetIsKey(),
                                              f.GetIsIndex());
                    }
                }

                return(problem);
            }
            return(null);
        }
Example #12
0
        public Case Reuse(System.Collections.ArrayList stats)
        {
            if (stats == null || stats.Count <= 0)
            {
                return(null);
            }
            if (_env == null)
            {
                throw new ContextException("environment variable is not set");
            }

            ICBRContext ctx = CBRContextManager.GetCBRContext(_env);

            if (ctx == null)
            {
                throw new ContextException("ctx is not set");
            }

            Case problem = ctx.GetCurrentCase();

            if (problem == null)
            {
                throw new ContextException(
                          "interface ICBRContext's GetCurrentCase return null");
            }
            ArrayList list = problem.GetFeatures();

            for (int i = 0; i < list.Count; i++)
            {
                Feature f = (Feature)list[i];
                if (f.GetIsKey() && TypeHandle.IsNumericFeature(f))
                {
                    //compute the mean value of features
                    f.SetFeatureValue(ComputeMeanValue(stats,
                                                       f.GetFeatureName()));
                }
            }
            return(problem);
        }
Example #13
0
        public string ParseConditions(string src)
        {
            if (src == null ||
                src.Trim().Length <= 0)
            {
                return(null);
            }
            string      dst = src;
            ICBRContext ctx = CBRContextManager.GetCBRContext(_env);
            Case        c   = ctx.GetCurrentCase();

            ArrayList features = c.GetFeatures();

            foreach (Feature f in features)
            {
                string name = TOKEN_SHARP + f.GetFeatureName() + TOKEN_SHARP;
                if (f.GetFeatureValue() != null)
                {
                    dst = dst.Replace(name, f.GetFeatureValue().ToString());
                }
            }
            return(dst);
        }
Example #14
0
    public ArrayList RetrievalCases_partial(Case problem, ArrayList testingcases)
    {
        if (_env == null)
        {
            throw new ContextException("environment variable is not set");
        }
        ICBRContext ctx = CBRContextManager.GetCBRContext(_env);

        if (ctx == null)
        {
            throw new ContextException("context is not set");
        }

        IMethod m = ctx.GetCaseRetrievalMethod();

        if (m == null)
        {
            throw new ContextException(
                      "context's GetCaseRetrievalMethod is not set");
        }
        ctx.SetMatchedCase((ArrayList)m.Execute_partial(problem, testingcases));

        return((ArrayList)m.Execute_partial(problem, testingcases));
    }
    /// <summary>
    /// find case from case base
    /// return null if not suitable case
    /// otherwise retrurn case list
    /// note that only *.ocbr and db type are supported
    /// </summary>
    /// <param name="c"></param>
    /// <returns></returns>
    public ArrayList GetCases(Case c)
    {
        if (_env == null)
        {
            System.Console.WriteLine("environment is not set");
            return(null);
        }

        ICBRContext ctx = CBRContextManager.GetCBRContext(_env);

        if (ctx == null)
        {
            throw new ContextException("context is null");
        }

        int    type = ctx.GetCaseBaseInputType();
        string url  = ctx.GetCaseBaseURL();

        if (type == CaseBaseInputType.TYPE_FILE)
        {
            IOCBRFile file = OCBRFileFactory.newInstance(url);
            return(file.GetCases());
        }
        else if (type == CaseBaseInputType.TYPE_DB)
        {
            IDb db = DbFactory.newInstance(url);
            db.SetEnv(_env);                    //set the conditions rules

            return(db.GetCases());
        }
        else
        {
            System.Console.WriteLine("input case base type unsupported");
        }
        return(null);
    }