Add example algorithm
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images/ASTClass.png
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images/ASTCondition.png
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images/ASTConditionEx.png
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images/ASTConditionField.png
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images/ASTField.png
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images/ASTFinish.png
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images/ASTLoop.png
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images/ASTLoopField.png
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images/ASTMetArgs.png
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images/ASTMethod1.png
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images/ASTMethod2.png
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93
paper.tex
@ -113,53 +113,116 @@ We developed an algorithm to extract the structure of the project in the source
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N^{Class} = \lbrace N_{i} \in N | F \left( N_{i}.data \right) = \text{`Class'} \rbrace,
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\end{equation*}
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\begin{table}[]
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\begin{tabular}{|l|c|}
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\hline
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\multicolumn{1}{|c|}{Source code string} & Nodes \\ \hline
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public class Main \{ & \raisebox{-\totalheight}{\includegraphics[width=10cm]{images/ASTClass.png}} \\ \hline
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\end{tabular}
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\end{table}
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\item Select nodes with the `Class field' as the $N^{Vars}$ set from the $N^{Class}$ set:
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\begin{equation*}
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N^{Vars} = \lbrace N_{i}^{Class} \in N^{Class} | F \left( N_{i}^{Class}.data \right) = \text{`Field'} \rbrace,
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\end{equation*}
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\begin{table}[]
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\begin{tabular}{|l|c|}
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\hline
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\multicolumn{1}{|c|}{Source code string} & Nodes \\ \hline
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private String a; & \raisebox{-\totalheight}{\includegraphics[width=10cm]{images/ASTField.png}} \\ \hline
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\end{tabular}
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\end{table}
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\item Select nodes with the `Methods' type as the $N^{Methods}$ set from the $N^{Class}$ set:
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\begin{equation*}
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N^{Methods} = \lbrace N_{i}^{Class} \in N^{Class} | F \left( N_{i}^{Class}.data \right) = \text{`Method'} \rbrace,
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\end{equation*}
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\begin{table}[]
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\begin{tabular}{|l|c|}
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\hline
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\multicolumn{1}{|c|}{Source code string} & Nodes \\ \hline
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void run() \{ & \raisebox{-\totalheight}{\includegraphics[width=10cm]{images/ASTMethod1.png}} \\ \hline
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void show(String text) \{ & \raisebox{-\totalheight}{\includegraphics[width=10cm]{images/ASTMethod2.png}} \\ \hline
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\end{tabular}
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\end{table}
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\item Select nodes with the `Method Argument' type as the $N^{MethodsArgs}$ set from the $N^{Methods}$ set:
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\begin{equation*}
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N^{MethodsArgs} = \lbrace N_{i}^{Methods} \in N^{Methods} | F \left( N_{i}^{Methods}.data \right) = \text{`Arg'} \rbrace,
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\end{equation*}
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\begin{table}[]
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\begin{tabular}{|l|c|}
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\hline
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\multicolumn{1}{|c|}{Source code string} & Nodes \\ \hline
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void show(String text) \{ & \raisebox{-\totalheight}{\includegraphics[width=10cm]{images/ASTMetArgs.png}} \\ \hline
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\end{tabular}
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\end{table}
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\item Select nodes with the `Operator' type as the $N^{MethodsOps}$ from the $N^{Methods}$ set:
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\begin{equation*}
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N^{MethodsOps} = \lbrace N_{i}^{Methods} \in N^{Methods} | F \left( N_{i}^{Methods}.data \right) = \text{`Operator'} \rbrace,
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\end{equation*}
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\begin{table}[]
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\begin{tabular}{|l|c|}
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\hline
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\multicolumn{1}{|c|}{Source code string} & Nodes \\ \hline
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while(true) \{ & \raisebox{-\totalheight}{\includegraphics[width=10cm]{images/ASTLoop.png}} \\ \hline
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int a = 1; & \raisebox{-\totalheight}{\includegraphics[width=10cm]{images/ASTLoopField.png}} \\ \hline
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if (a == 1) \{ & \raisebox{-\totalheight}{\includegraphics[width=10cm]{images/ASTCondition.png}} \\ \hline
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this.show("Hello") & \raisebox{-\totalheight}{\includegraphics[width=10cm]{images/ASTConditionEx.png}} \\ \hline
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int c = "Foo"; & \raisebox{-\totalheight}{\includegraphics[width=10cm]{images/ASTConditionField.png}} \\ \hline
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System.out.println(text); & \raisebox{-\totalheight}{\includegraphics[width=10cm]{images/ASTFinish.png}} \\ \hline
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\end{tabular}
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\end{table}
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\item Create the set of ties $R$ between the nodes from sets obtained in previous steps.
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\item Save the resulting AST in a graph database (GDB).
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\end{enumerate}
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In this algorithm, F (*) is a search function that finds nested nodes. The function input is a node or subtree, and the output is a node of the desired type.
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Figure \ref{fig:SourceCodeAndAST} shows the resulting AST for the following source code:
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Figure 1\ref{fig:ExampleAST} shows the resulting ACT for the following source code:
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\begin{lstlisting}
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package com.example.demo.simple;
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public class Main {
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private String a;
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void run() {
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while(true) {
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int a = 1;
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if (a == 1) {
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this.show("Hello")
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}
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package laba1;
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public class Scheduler {
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private final int time = 5;
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private ArrayList<Thread> threads = new ArrayList<Thread>();
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void scheduler() {
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for (int i=0; i<threads.size(); i++) {
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threads.get(i).run(time);
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System.out.println(threads.get(i).toString());
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}
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int c = "Foo";
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}
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void show(String text) {
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System.out.println(text);
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}
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\end{lstlisting}
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This source code looks different, but the AST is the same:
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\begin{lstlisting}
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package os-lab-1;
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public class Planing {
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private final int QUANT = 10;
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private List<Stream> streams = new ArrayList<>();
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void plan() {
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for (Stream stream: streams) {
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stream.run(QUANT);
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System.out.println(stream.toString());
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}
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}
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}
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\end{lstlisting}
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\begin{figure}
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\centering
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\includegraphics[width=0.71\textwidth]{images/AST.png}
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\caption{Sample source code and its AST.} \label{fig:SourceCodeAndAST}
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\includegraphics[width=0.71\textwidth]{images/ExampleAST.png}
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\caption{Sample AST.} \label{fig:ExampleAST}
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\end{figure}
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