public string GenerateSummarization()
{
StringBuilder result = new StringBuilder(Quantifier.Label);
result.Append($" players");
if (Qualifier != null)
{
result.Append(" being/having ");
result.Append(Qualifier.Label);
result.Append(" ");
result.Append(Qualifier.Column);
}
result.Append(" are/have ");
result.Append(Summarizers[0].Label);
result.Append(" ");
result.Append(Summarizers[0].Column);
bool isAnd = LogicalOperationSummarizer == LogicalOperation.And;
foreach (var summarizer in Summarizers.Skip(1))
{
result.Append($" {(isAnd ? "and" : "or")} ");
result.Append(summarizer.Label);
result.Append(" ");
result.Append(summarizer.Column);
}
return(result.ToString());
}
/// <summary>
/// Initializes a new instance of the <see cref="DefaultTextSummarizer"/> class.
/// </summary>
/// <param name="summarizers">The summarizers.</param>
public DefaultTextSummarizer(IEnumerable <ITextSummarizerLanguage> summarizers)
{
Summarizers = summarizers.Where(x => x.GetType().Assembly != typeof(DefaultTextSummarizer).Assembly).ToDictionary(x => x.Name);
foreach (var Summarizer in summarizers.Where(x => x.GetType().Assembly == typeof(DefaultTextSummarizer).Assembly &&
!Summarizers.ContainsKey(x.Name)))
{
Summarizers.Add(Summarizer.Name, Summarizer);
}
}
private List <LinguisticVariable> GetSummarizersFromComboBoxes()
{
var listCb = new List <ComboBox>
{
Summarizer1ComboBox, Summarizer2ComboBox, Summarizer3ComboBox, Summarizer4ComboBox, Summarizer5ComboBox
};
var list = new List <LinguisticVariable>();
foreach (var cb in listCb)
{
if (cb.SelectedItem != null)
{
list.Add(Summarizers.GetVariableFromString(((ComboBoxItem)cb.SelectedItem).Content
.ToString()));
}
}
return(list.Count != 0 ? list : null);
}
// Combo Boxes ---------------
private void InitializeComboBoxes()
{
// TypeComboBox
TypeComboBox.Items.Add("One-subject summaries");
TypeComboBox.Items.Add("Two-subject summaries");
TypeComboBox.SelectedIndex = 0;
// Qualifiers and Summarizers ComboBoxes
var listCb = new List <ComboBox>
{
Qualifier1ComboBox, Qualifier2ComboBox, Qualifier3ComboBox, Qualifier4ComboBox, Qualifier5ComboBox,
Summarizer1ComboBox, Summarizer2ComboBox, Summarizer3ComboBox, Summarizer4ComboBox, Summarizer5ComboBox
};
foreach (var cb in listCb)
{
cb.Items.Clear();
}
foreach (var s in Summarizers.GetAllVariables())
{
foreach (var cb in listCb)
{
cb.Items.Add(NewItem(s));
}
}
// P1 and P2 ComboBoxes
var subjects = new List <string> {
"Attackers", "Midfielders", "Defenders", "Goalkeepers"
};
P1ComboBox.Items.Clear();
foreach (var subject in subjects)
{
P1ComboBox.Items.Add(subject);
P2ComboBox.Items.Add(subject);
}
}
/// <summary>
/// Runs the analyzers.
/// </summary>
/// <returns><c>true</c>, if analyzers was run, <c>false</c> otherwise.</returns>
public bool RunAnalyzers()
{
if (!Analyzers.Any())
{
LogManager.Info("No analysis operations configured.", this);
return(true);
}
bool success = false;
if (Analyzers?.Count > 0 && InputData?.Keys?.Count >= 1)
{
var analyzedData = new Dictionary <string, IEnumerable <ICsvWritable> >();
foreach (var analyzerCommand in Analyzers)
{
// ---------------------------------------------------------
// Retrieve analysis operation details
// ---------------------------------------------------------
var analyzerName = analyzerCommand.Name;
var analyzer = AnalyzerManager.GetAnalyzer(analyzerName);
if (analyzer == null)
{
continue;
}
// Sanity checking ...
LogManager.Info($"Running analysis operation:\n\t{analyzer}", this);
// ---------------------------------------------------------
// Check to see if user requested a summary
// ---------------------------------------------------------
bool summaryRequested = Summarizers.Contains(analyzerName);
// ---------------------------------------------------------
// Group input data by original file name
// ---------------------------------------------------------
var consolidatedInputFiles =
Inputs.SelectMany(x => x.InputFiles.Select(y => y.Key)).ToList();
foreach (var origInputFile in consolidatedInputFiles)
{
var analysisDataByInputFile = new Dictionary <string, IEnumerable <ICsvWritable> >();
var analysisKeysByInputFile = InputData.Keys.Where(x => x.Contains(origInputFile));
foreach (var key in analysisKeysByInputFile)
{
// -------------------------------------------------
// Perform the actual analysis operation
// -------------------------------------------------
if (analyzerCommand.HasParameters &&
FilterManager.ContainsFilter(Filters, typeof(ThresholdCalibrationFilter)))
{
var calibData = CalibrationData[origInputFile];
analyzerCommand.Parameters =
ThresholdCalibrationFilter.CalibrateParameters
(analyzerCommand.Parameters, calibData);
}
// -------------------------------------------------
// Any required analyzer-specific prep
// -------------------------------------------------
if (analyzer is Analyzers.SciKitPrepAnalysis skpAnalyzer)
{
skpAnalyzer.CurrentInput = key;
}
else if (analyzer is Analyzers.SciKitEvalAnalysis skeAnalyzer)
{
skeAnalyzer.CurrentInput = key;
}
// -------------------------------------------------
var analysisResult =
analyzer.Analyze(InputData[key], analyzerCommand.Parameters);
analysisDataByInputFile[key] = analysisResult;
// -------------------------------------------------
// Dump output to file if necessary
// -------------------------------------------------
if (WriteOutputFile)
{
CsvFileWriter.WriteResultsToFile
(new string[] { OutputDirs.Analyzers, analyzerName },
key, analyzer.HeaderCsv, analysisResult);
}
// -------------------------------------------------
// If requested, summarize file-specific results
// -------------------------------------------------
if (summaryRequested)
{
ISummarizer summarizer =
SummarizerManager.GetSummarizer(analyzerName);
var summarizedValues =
summarizer.Summarize(analysisDataByInputFile);
if (WriteOutputFile)
{
CsvFileWriter.WriteSummaryToFile
(new string[] { OutputDirs.Summarizers, analyzerName },
$"{origInputFile}{Constants.BAT.DEFAULT_INPUT_FILE_EXT}",
summarizer.HeaderCsv, summarizedValues,
summarizer.FooterCsv, summarizer.FooterValues);
}
}
}
// consolidate the results by input file
var inputFileResults = analyzer.ConsolidateData(analysisDataByInputFile);
if (analyzedData.ContainsKey(origInputFile))
{
analyzedData[origInputFile] = inputFileResults;
}
else
{
analyzedData.Add(origInputFile, inputFileResults);
}
}
// -----------------------------------------------------
// If requested, aggregate all file-specific summaries
// into one high level file in root summarizer directory
// -----------------------------------------------------
if (summaryRequested)
{
ISummarizer summarizer = SummarizerManager.GetSummarizer(analyzerName);
var summarizedValues = summarizer.Summarize(analyzedData);
if (WriteOutputFile)
{
CsvFileWriter.WriteSummaryToFile
(new string[] { OutputDirs.Summarizers },
$"{analyzerName}Aggregate{Constants.BAT.DEFAULT_INPUT_FILE_EXT}",
summarizer.HeaderCsv, summarizedValues,
summarizer.FooterCsv, summarizer.FooterValues);
}
}
success = true;
}
// use different collection to maintain integrity of original input data
AnalysisData = analyzedData;
}
else
{
LogManager.Error("No input data to run analyzers on.", this);
}
return(success);
}