Constructs Software Word Use Models using unigram-based rules.
Наследование: SwumBuilder
Пример #1
0
        /// <summary>
        /// Construct the method summarizer
        /// </summary>
        /// <param name="md"></param>
        public SwumSummary(MethodDefinition md)
        {
            this.Method = md;
            var classBelong = md.GetAncestors<TypeDefinition>().FirstOrDefault();

            //class name
            if (classBelong != null) {
                ClassName = classBelong.Name;
            }
            else {
                ClassName = "";
            }

            //return type
            string returnType = "void";
            if (md.ReturnType != null) {
                returnType = md.ReturnType.ToString();
            }

            //Check if md returns primitive
            bool IsPrimitive = IsPrimitiveType(md.ReturnType);

            HashSet<FormalParameterRecord> paras = new HashSet<FormalParameterRecord>();
            foreach (var para in md.Parameters) {
                var vType = para.VariableType;
                var tempPara = new FormalParameterRecord(vType.ToString(), BuiltInTypeFactory.IsBuiltIn(vType), para.Name);
                paras.Add(tempPara);
            }
            MethodContext mc = new MethodContext(returnType, IsPrimitive, ClassName, paras, false, md.IsConstructor, md.IsDestructor);
            this._mDeclarationNode = new MethodDeclarationNode(md.Name, mc);
            this._builder = new UnigramSwumBuilder();
            this.IsSummarized = false;
        }
Пример #2
0
        public override void Execute() {
            if(Pause) {
                Console.WriteLine("Ready to begin (press Enter)");
                Console.ReadLine();
            }

            Console.WriteLine("Using srcML file {0}", this.File);

            var builder = new UnigramSwumBuilder();
            if(!string.IsNullOrWhiteSpace(CountFile)) {
                Console.WriteLine("Initializing SamuraiIdSplitter using word count file {0}", this.CountFile);
                builder.Splitter = new SamuraiIdSplitter(CountFile);
            }
            Console.WriteLine("SwumBuilder initialized");

            int methodCount = 0, fieldCount = 0;

            {
                SrcMLFile testFile = new SrcMLFile(this.File);
                var functionTypes = new XName[] {SRC.Function, SRC.Constructor, SRC.Destructor};
                foreach(XElement file in testFile.FileUnits) {
                    string fileName = file.Attribute("filename").Value;
                    Console.WriteLine("File {0}:", fileName);

                    //compute SWUM on each function
                    foreach(var func in (from func in file.Descendants()
                                         where functionTypes.Contains(func.Name) && !func.Ancestors(SRC.Declaration).Any()
                                         select func)) {
                        var nameElement = SrcMLElement.GetNameForMethod(func);
                        if(nameElement != null) {
                            string funcName = nameElement.Value;
                            string funcSignature = SrcMLElement.GetMethodSignature(func);
                            if(PrintSwum) {
                                Console.WriteLine("<{0}> {1}", func.Name.LocalName, funcSignature);
                            }

                            MethodDeclarationNode mdn = new MethodDeclarationNode(funcName, ContextBuilder.BuildMethodContext(func));
                            builder.ApplyRules(mdn);
                            methodSwum[string.Format("{0}:{1}", fileName, funcSignature)] = mdn;
                            if(PrintSwum) {
                                Console.WriteLine(mdn.ToString() + Environment.NewLine);
                            }

                            methodCount++;
                        }
                    }

                    //compute SWUM on each field
                    foreach(var fieldDecl in (from declStmt in file.Descendants(SRC.DeclarationStatement)
                                          where !declStmt.Ancestors().Any(n => functionTypes.Contains(n.Name))
                                          select declStmt.Element(SRC.Declaration))) {

                        int declPos = 1;
                        foreach(var nameElement in fieldDecl.Elements(SRC.Name)) {

                            string fieldName = nameElement.Elements(SRC.Name).Any() ? nameElement.Elements(SRC.Name).Last().Value : nameElement.Value;
                            if(PrintSwum) {
                                Console.WriteLine("Field: {0}, Name: {1}", fieldDecl.Value, fieldName);
                            }

                            FieldDeclarationNode fdn = new FieldDeclarationNode(fieldName, ContextBuilder.BuildFieldContext(fieldDecl));
                            builder.ApplyRules(fdn);
                            fieldSwum[string.Format("{0}:{1}:{2}", fileName, fieldDecl.Value, declPos)] = fdn;
                            if(PrintSwum) {
                                Console.WriteLine(fdn.ToString() + Environment.NewLine);
                            }

                            fieldCount++;
                            declPos++;
                        }
                    }
                }
                
            } 

            GC.Collect();

            Console.WriteLine("{0} functions analyzed", methodCount);
            Console.WriteLine("{0} functions in dictionary", methodSwum.Count);
            Console.WriteLine("{0} fields analyzed", fieldCount);
            Console.WriteLine("{0} fields in dictionary", fieldSwum.Count);

            if(Pause) {
                Console.WriteLine("Finished building SWUM (press Enter)");
                Console.ReadLine();
            }
        }
Пример #3
0
        public override void Execute()
        {
            Console.WriteLine("Using srcML file {0}", this.File);

            UnigramSwumBuilder builder = new UnigramSwumBuilder();
            if (CountFile != null)
            {
                Console.WriteLine("Initializing SamuraiIdSplitter using word count file {0}", this.CountFile);
                builder.Splitter = new SamuraiIdSplitter(CountFile);
            }
            Console.WriteLine("SwumBuilder initialized");

            if (this.SamplePercent <= 0) { this.SamplePercent = 100; }
            Random rand = new Random();

            SrcMLFile testFile = new SrcMLFile(this.File);
            int methodCount = 0;
            var functionTypes = new XName[] { SRC.Function, SRC.Constructor, SRC.Destructor };
            foreach (XElement file in testFile.FileUnits)
            {
                Console.WriteLine("File {0}:", file.Attribute("filename").Value);

                //print all the function names
                foreach (var func in (from func in file.Descendants()
                                      where functionTypes.Any(c => c == func.Name) && !func.Ancestors(SRC.Declaration).Any() && (rand.Next(100) < this.SamplePercent)
                                      select func))
                {
                    string funcName = SrcMLElement.GetNameForMethod(func).Value;
                    Console.WriteLine("<{0}> {1}", func.Name.LocalName, GetMethodSignature(func));

                    MethodDeclarationNode mdn = new MethodDeclarationNode(funcName, ContextBuilder.BuildMethodContext(func));
                    builder.ApplyRules(mdn);
                    Console.WriteLine(mdn.ToString() + Environment.NewLine);
                    methodCount++;
                }
            }
            Console.WriteLine("{0} functions analyzed", methodCount);
            
        }