private void IndividualQueryResult()
{
//List<string> methods = new List<string>() { "VSM", "LSI", "JSM", "PMI", "NGD" };
List <string> methods = new List <string>()
{
"VSM", "JSM", "PMI", "NGD"
};
var result = new GraphCreators().IndividualQueryResult(1);
StringBuilder builder = new StringBuilder();
result.ToList().ForEach(projectWithResult =>
{
builder.AppendLine("----------------------------------------------------------");
builder.AppendLine(projectWithResult.Key);
builder.AppendLine("----------------------------------------------------------");
projectWithResult.Value.ToList().ForEach(bugWithResult =>
{
builder.Append(bugWithResult.Key + ", ");
methods.ForEach(method =>
{
builder.Append(bugWithResult.Value[method]["AP"] + ",");
builder.Append(bugWithResult.Value[method]["RR"] + ",");
builder.Append(bugWithResult.Value[method]["Top1"] + ",");
builder.Append(bugWithResult.Value[method]["Top5"] + ",");
builder.Append(bugWithResult.Value[method]["Top10"] + ",");
});
builder.AppendLine();
});
});
TextBoxResult.Text = builder.ToString();
}
private void GenerateLsiGraph()
{
var result = new GraphCreators().GetLsiNumber();
List <string> linePatterns = new List <string>()
{
"densely dotted",
"loosely dotted",
"solid",
"dashed",
"dash pattern=on 3pt off 6pt on 6pt off 6pt",
"dash pattern=on 2pt off 4pt on 4pt off 4pt",
"dash pattern=on 2pt off 1pt on 5pt off 3pt",
};
List <string> colors = new List <string>()
{
"orange", "black", "green", "blue", "red"
};
StringBuilder builder = new StringBuilder();
builder.AppendLine(@"%%");
builder.AppendLine(@"%%LSI K");
builder.AppendLine(@"%%");
builder.AppendLine(@"\begin{figure}");
builder.AppendLine(@"\centering");
builder.AppendLine(@"\begin{tikzpicture}[xscale=1,yscale=1]");
builder.AppendLine(@"\begin{axis}[xmin=0, xmax=900, ymin=0, xmajorgrids, ymajorgrids, xlabel=k, ylabel=Average MRR]");
int lineCounter = 0;
result.ToList().ForEach(datasetResult =>
{
builder.AppendLine(@"\addplot[smooth,color=" + colors[lineCounter] + "," + linePatterns[lineCounter++] + "]");
builder.Append(@"coordinates{");
datasetResult.Value.OrderBy(k => k.Key).ToList().ForEach(kWithCount =>
{
builder.Append("(");
builder.Append(kWithCount.Key); // k
builder.Append(",");
builder.Append((kWithCount.Value).ToString("0.000")); // value
builder.Append(")");
});
builder.AppendLine(@"};");
builder.AppendLine(@"\addlegendentry{" + GetGraphName(datasetResult.Key) + "};");
});
builder.AppendLine(@"\end{axis}");
builder.AppendLine(@"\end{tikzpicture}");
builder.AppendLine(@"\caption{Best average MRR of queries with corresponding value of k for LSI}");
builder.AppendLine(@"\label{LsiK}");
builder.AppendLine(@"\end{figure}");
builder.AppendLine(@"%%");
builder.AppendLine(@"%%LSI K");
builder.AppendLine(@"%%");
TextBoxResult.Text = builder.ToString();
}
private void GenerateMapBarGraph()
{
var result = new GraphCreators().GetMethodProjectMetricResult(1);
List <string> additionalContentList = new List <string>()
{
"[pattern=north west lines]",
"[pattern=north east lines]",
"",
"[fill=white]",
"[fill=black]",
"[fill=green]",
};
string projectNames = string.Join(", ", result.ToList().First().Value.ToList().Select(x => x.Key.FilterName()));
StringBuilder builder = new StringBuilder();
builder.AppendLine(@"%%");
builder.AppendLine(@"%%MAP Bug Localization");
builder.AppendLine(@"%%");
builder.AppendLine(@"\begin{figure}[t]");
builder.AppendLine(@"\centering");
builder.AppendLine(@"\begin{tikzpicture}[xscale=0.9,yscale=0.9]");
builder.AppendLine(@"\selectcolormodel{gray}");
builder.AppendLine(@"\begin{axis}[x tick label style={/pgf/number format/1000 sep=}, symbolic x coords={" + projectNames + "}, xtick={" + projectNames + "}, enlargelimits=0.15, ymax=1, legend style={at={(1,1)}, anchor=north east, legend columns=-1}, ybar, bar width=4pt, ymajorgrids=true, xticklabel style={rotate=45}]");
int counter = 0;
result.ToList().ForEach(methodWithProjectResult =>
{
builder.Append(@"\addplot" + additionalContentList[counter++] + " coordinates {");
methodWithProjectResult.Value.ToList().ForEach(projectWithResult =>
{
builder.Append(@"(");
builder.Append(projectWithResult.Key.FilterName());
builder.Append(@",");
builder.Append(projectWithResult.Value["MAP"].ToString("####.00"));
builder.Append(@")");
});
builder.AppendLine(@"};");
});
string legends = string.Join(", ", result.ToList().Select(x => GetGraphName(x.Key.FilterName())));
builder.AppendLine(@"\legend{" + legends + "}");
builder.AppendLine(@"\end{axis}");
builder.AppendLine(@"\end{tikzpicture}");
builder.AppendLine(@"\caption{The performance measures of the TSS methods and the baseline methods in terms of MAP on bug localization datasets}");
builder.AppendLine(@"\label{MapBarGraph}");
builder.AppendLine(@"\end{figure}");
builder.AppendLine(@"%%");
builder.AppendLine(@"%%End MAP Bug Localization");
builder.AppendLine(@"%%");
TextBoxResult.Text = builder.ToString();
}
private void GenerateTableAll()
{
var result = new GraphCreators().GetAllResult(0.7);
var resultKeys = new List <string>()
{
"Top1", "Top5", "Top10", "MRR", "MAP"
};
StringBuilder builder = new StringBuilder();
builder.AppendLine(@"\begin{table}[t]");
builder.AppendLine(@"\renewcommand{\arraystretch}{2}");
builder.AppendLine(@"\centering");
builder.AppendLine(@"\resizebox{\linewidth}{!}{");
builder.AppendLine(@"\begin{tabular}{c|c|ccccc}");
builder.AppendLine(@"\bottomrule");
builder.AppendLine(@"\bfseries System & \bfseries Method & \bfseries Top\textsubscript{1} & \bfseries Top\textsubscript{5} & \bfseries Top\textsubscript{10} & MRR & MAP \\");
builder.AppendLine(@"\hline");
result.ToList().ForEach(projectWithResult =>
{
builder.Append(@"\multirow{5}{*}{\bfseries " + projectWithResult.Key.FilterName() + "} ");
projectWithResult.Value.ToList().ForEach(methodWithResult =>
{
builder.Append(@"& " + methodWithResult.Key.FilterName());
resultKeys.ForEach(resultKey =>
{
if (resultKey == "MRR" || resultKey == "MAP")
{
builder.Append(@" & " + methodWithResult.Value[resultKey].ToString("00.00"));
}
else
{
builder.Append(@" & \makecell{" + methodWithResult.Value[resultKey + "Num"] + @"\\ (" + methodWithResult.Value[resultKey].ToString("00.00") + @"\%)}");
}
});
builder.AppendLine(@"\\");
if (methodWithResult.Key != "NGD")
{
builder.AppendLine(@"\cline{2-7}");
}
});
builder.AppendLine(@"\Xhline{1pt}");
});
builder.AppendLine(@"\end{tabular}}");
builder.AppendLine(@"\caption{The performance measures of the TSS methods and the baseline methods on bug localization datasets at 0.7 threshold}");
builder.AppendLine(@"\label{ResultsBugLocalization}");
builder.AppendLine(@"\end{table}");
TextBoxResult.Text = builder.ToString();
}
private void QueryTextSimilarity()
{
Dictionary <string, Tuple <double, double> > result = new GraphCreators().GetQueryTextSimDictionary();
StringBuilder builder = new StringBuilder();
result.ToList().ForEach(projectWithResult =>
{
builder.AppendLine(projectWithResult.Key + ": " + projectWithResult.Value.Item1 + ", " + projectWithResult.Value.Item2);
});
TextBoxResult.Text = builder.ToString();
}
private void TextMatcherAttempt2()
{
var result = new GraphCreators().TextMatcherAttempt2_CheckMatchForTopMostFile();
//List<string> methods = new List<string>() { "VSM", "LSI", "JSM", "PMI", "NGD" };
List <string> methods = new List <string>()
{
"VSM", "JSM", "PMI", "NGD"
};
string methodNames = string.Join(", ", methods);
StringBuilder builder = new StringBuilder();
builder.AppendLine(@"%%");
builder.AppendLine(@"%%Text Match Match Tss Better");
builder.AppendLine(@"%%");
builder.AppendLine(@"\begin{figure}");
builder.AppendLine(@"\centering");
int projectCounter = 0;
result.ToList().ForEach(projectWithResult =>
{
builder.AppendLine(@"\begin{tikzpicture}[xscale=1,yscale=1]");
builder.AppendLine(@"\begin{axis}[xticklabel style={rotate=45}, boxplot/draw direction=y, title=" + projectWithResult.Key + ", xtick={1,2,3,4}, xticklabels={" + methodNames + "}]");
methods.ForEach(method =>
{
builder.AppendLine(@"\addplot[boxplot prepared={" + GetBoxPlot(result[projectWithResult.Key][method].Values).GetLatex() + "}]");
builder.AppendLine(@"coordinates {(" + projectCounter + ",0)};");
projectCounter++;
});
builder.AppendLine(@"\end{axis}");
builder.AppendLine(@"\end{tikzpicture}");
});
builder.AppendLine(@"\end{figure}");
builder.AppendLine(@"%%");
builder.AppendLine(@"%%End Text Matcher Tss Better");
builder.AppendLine(@"%%");
TextBoxResult.Text = builder.ToString();
}
private void GenerateTable()
{
var result = new GraphCreators().GetMrrProjectThresholdMethodResult();
var thresholds = new List <double>()
{
0.2, 0.4, 0.6, 0.8, 1
};
StringBuilder builder = new StringBuilder();
builder.AppendLine(@"\begin{table*}");
builder.AppendLine(@"\renewcommand{\arraystretch}{1.1}");
builder.AppendLine(@"\centering");
builder.AppendLine(@"\caption{The performance measures of the TSS methods and the baseline methods on bug localization datasets in terms of MRR at different threshold levels}");
builder.AppendLine(@"\begin{tabular}{c|c|ccccc}");
builder.AppendLine(@"\bottomrule");
builder.AppendLine(@"\multirow{2}{*}{\bfseries System} & \multirow{2}{*}{\bfseries Method} & \multicolumn{5}{*}{\bfseries Threshold} \\");
builder.AppendLine(@"& & 0.2 & 0.4 & 0.6 & 0.8 & 1.0 \\");
builder.AppendLine(@"\hline");
result.Values.ForEach(projectMethodThreholdResult =>
{
builder.Append(@"\multirow{4}{*}{\textbf{" + projectMethodThreholdResult.ProjectName.FilterName() + "}} ");
projectMethodThreholdResult.Values.ForEach(methodThresholdResult =>
{
builder.Append(@"& " + methodThresholdResult.MethodName.FilterName());
thresholds.ForEach(threshold =>
{
builder.Append(@" & " + methodThresholdResult.Get(threshold).Value.ToString("0.000"));
});
builder.AppendLine(@"\\");
builder.AppendLine(@"\cline{2-7}");
});
builder.AppendLine(@"\hline");
});
builder.AppendLine(@"\end{tabular}");
builder.AppendLine(@"\label{MrrBugLocalization}");
builder.AppendLine(@"\end{table*}");
TextBoxResult.Text = builder.ToString();
}
private void TextMatcher()
{
var result = new GraphCreators().TextMatcher();
List <string> projectList = result.Keys.ToList();
string projectNames = string.Join(", ", projectList);
StringBuilder builder = new StringBuilder();
builder.AppendLine(@"%%");
builder.AppendLine(@"%%Text Match Match Tss Better");
builder.AppendLine(@"%%");
builder.AppendLine(@"\begin{figure*}");
builder.AppendLine(@"\centering");
new List <string>()
{
"VSM", "LSI", "JSM"
}.ForEach(method =>
{
builder.AppendLine(@"\begin{tikzpicture}[xscale=0.5,yscale=0.5]");
builder.AppendLine(@"\begin{axis}[xticklabel style={rotate=45}, boxplot/draw direction=y, title=TSS$>$" + method + ", xtick={1,2,3,4,5}, legend style={at={(0.5,-0.2)}, anchor=north, legend columns=-1}, xmin=0, xmax=6, /pgfplots/boxplot/box extend=0.35, xticklabels={" + projectNames + "}]");
int projectCounter = 1;
projectList.ForEach(project =>
{
builder.Append(@"\addplot[boxplot prepared={" + GetBoxPlot(result[project][method]["TssBetter"].Values).GetLatex() + ", draw position=" + ((double)projectCounter - 0.2) + "}]");
builder.AppendLine(@"coordinates {};");
builder.Append(@"\addplot[boxplot prepared={" + GetBoxPlot(result[project][method]["OthBetter"].Values).GetLatex() + ", draw position=" + ((double)projectCounter + 0.2) + ",every box/.style={fill=gray}}]");
builder.AppendLine(@"coordinates {};");
projectCounter++;
});
builder.AppendLine(@"\end{axis}");
builder.AppendLine(@"\end{tikzpicture}");
});
builder.AppendLine(@"\label{Stuff1}");
builder.AppendLine(@"\end{figure*}");
builder.AppendLine(@"%%");
builder.AppendLine(@"%%End Text Matcher Tss Better");
builder.AppendLine(@"%%");
TextBoxResult.Text = builder.ToString();
}
private void GenerateLsiQueryGraph()
{
var result = new GraphCreators().GetLsiQueryNumber();
List <string> linePatterns = new List <string>()
{
"densely dotted",
"loosely dotted",
"solid",
"dashed",
"dash pattern=on 3pt off 6pt on 6pt off 6pt",
"dash pattern=on 2pt off 4pt on 4pt off 4pt",
"dash pattern=on 2pt off 1pt on 5pt off 3pt",
};
List <string> colors = new List <string>()
{
"orange", "black", "green", "blue", "red"
};
StringBuilder builder = new StringBuilder();
builder.AppendLine(@"%%");
builder.AppendLine(@"%%LSI K");
builder.AppendLine(@"%%");
builder.AppendLine(@"\begin{figure}[t]");
builder.AppendLine(@"\centering");
builder.AppendLine(@"\begin{tikzpicture}[xscale=1,yscale=1]");
builder.AppendLine(@"\begin{axis}[xmin=0, xmax=900, ymin=0, xmajorgrids, ymajorgrids, xlabel=$k$, ylabel=\% of queries]");
int lineCounter = 0;
result.ToList().ForEach(datasetResult =>
{
builder.AppendLine(@"\addplot[smooth,color=" + colors[lineCounter] + "," + linePatterns[lineCounter] + "]");
builder.Append(@"coordinates{");
builder.Append("(0,0)");
datasetResult.Value.OrderBy(k => k.Key).ToList().ForEach(kWithCount =>
{
builder.Append("(");
builder.Append(kWithCount.Key); // k
builder.Append(",");
builder.Append((kWithCount.Value.Item1).ToString("0.000")); // value
builder.Append(")");
});
builder.AppendLine(@"};");
builder.AppendLine(@"\addlegendentry{" + GetGraphName(datasetResult.Key) + "};");
int maxXAxis = datasetResult.Value.ToList().Where(x => x.Value.Item1 == datasetResult.Value.ToList().Max(y => y.Value.Item1)).Select(x => x.Key).Single();
string rrAtMaxXAxis = datasetResult.Value[maxXAxis].Item2.ToString("0.00");
string yAxis = datasetResult.Value[maxXAxis].Item1.ToString("00.00");
builder.AppendLine(@"\node[label=right:\textcolor{" + colors[lineCounter] + "}{" + rrAtMaxXAxis + "},circle,fill,inner sep=1pt, " + colors[lineCounter] + "] at (axis cs:" + maxXAxis + "," + yAxis + ") {};");
builder.AppendLine();
lineCounter++;
});
builder.AppendLine(@"\end{axis}");
builder.AppendLine(@"\end{tikzpicture}");
builder.AppendLine(@"\caption{The percentage of queries for which LSI achieves highest MRR for the corresponding value of $k$. Each node represent the average of the best values of MRR achieved at that $k$.}");
builder.AppendLine(@"\label{LsiK}");
builder.AppendLine(@"\end{figure}");
builder.AppendLine(@"%%");
builder.AppendLine(@"%%LSI K");
builder.AppendLine(@"%%");
TextBoxResult.Text = builder.ToString();
}