public void Initialise()
{
// A dictionary of week-events
Events = new EventCollection();
// Read in the Week 32 logs
KMLReader w32_reader = new KMLReader(ROOT_DIR + "data\\L_wk32_drops.kml");
Events.AddRange(w32_reader.GetCallLogs());
// Read in the Week 33 logs
KMLReader w33_reader = new KMLReader(ROOT_DIR + "data\\L_wk33_drops.kml");
Events.AddRange(w33_reader.GetCallLogs());
// Read in the Week 34 logs
KMLReader w34_reader = new KMLReader(ROOT_DIR + "data\\L_wk34_drops.kml");
Events.AddRange(w34_reader.GetCallLogs());
// Read in the Week 35 logs
KMLReader w35_reader = new KMLReader(ROOT_DIR + "data\\L_wk35_drops.kml");
Events.AddRange(w35_reader.GetCallLogs());
// Initialise the Multi-Product Analysis Object
Analysis = new MultiProductAnalysis();
Analysis.AddRange(Events);
// Cluster the data
Analysis.Cluster(EPS, MIN_POINTS);
// Analyse all weeks
Analysis.AnalyseProducts();
}
/// <summary>
/// This method will analyse a given directory. It will firstly scan the
/// directoy for all kml files. The analysis will produce an output KML
/// file and a number of output JSON analysis files, depending upon the
/// runtime options supplied.
/// </summary>
private static void AnalyseDirectory()
{
String directory = InputArguments["source"];
EventCollection collection = new EventCollection();
// Only continue if the input directory exists
if (!Directory.Exists(directory))
{
return;
}
// Get a list of all the KML file names within the directory
String[] files = Directory.GetFiles(directory, "*.kml", SearchOption.TopDirectoryOnly);
// Loop over each of the file and add to the data
foreach (String file in files)
{
// Parse the KML file
KMLReader reader = new KMLReader(file);
// Add the data to the known events
collection.AddRange(reader.GetCallLogs());
}
// Perform the analysis
PerformAnalysis(collection);
}
/// <summary>
/// This is a helper method, to reduce repeating code throughout this Test
/// class. The objective of this method is to parse a given KML file, and
/// return an EventCollection object.
/// </summary>
/// <param name="file"></param>
/// <returns></returns>
private EventCollection ReadKMLFile(String file)
{
// Create a new KML reader object to read the data
KMLReader reader = new KMLReader(file);
// Return a collection of events from the KML file
return(reader.GetCallLogs());
}
/// <summary>
/// This method will analyse a given kml file. The analysis will produce
/// an output KML file and a number of output JSON analysis files,
/// depending upon the runtime options supplied.
/// </summary>
/// <param name="file">The KML file to analyse</param>
private static void AnalyseFile(String file)
{
// Ensure the file exists
if (!File.Exists(file))
{
throw new FileNotFoundException("File does not exist", file);
}
// Read in all the known events from the input file
KMLReader reader = new KMLReader(file);
EventCollection collection = reader.GetCallLogs();
// Perform the analysis
PerformAnalysis(collection);
}
public void Initalise()
{
// Read in a Sample KML File
KMLReader reader = new KMLReader(ROOT_DIR + "data\\L_wk32_drops.kml");
// Obtain all the events
EventCollection collection = reader.GetCallLogs();
// Cluster the Events
DBSCAN scan = new DBSCAN(collection);
scan.Analyse();
// Get a copy of the Clustered Events
Clusters = scan.Clusters;
// Get a copy of the Noise Events
Noise = scan.Noise;
// Make a new TEMP dir
Directory.CreateDirectory(OUTPUT_DIR);
}
public void Initialise()
{
// Create a new KML Reader
KMLReader reader = new KMLReader(ROOT_DIR + "data\\L_wk32_drops.kml");
// Read in all call logs
EventCollection collection = reader.GetCallLogs();
// Cluster the call logs
DBSCAN scan = new DBSCAN(collection);
scan.Analyse();
// Initialise the cluster
Cluster = new EventCollection(scan.Clusters.OrderBy(col => col.Count).Last());
// Initialise the Cluster analysis
Analysis = new DropAnalysis(Cluster);
}
public void Initialise()
{
// Create a new KML Reader
KMLReader reader = new KMLReader(ROOT_DIR + "data\\L_wk32_drops.kml");
// Read in all call logs
EventCollection collection = reader.GetCallLogs();
// Cluster the call logs
DBSCAN scan = new DBSCAN(collection);
scan.Analyse();
// Initialise the clusters
Clusters = scan.Clusters;
// Initialise the analysis
Analysis = new WeekAnalysis(Clusters, WEEK);
}
public void Initialise()
{
// Create a new KML Reader
KMLReader reader = new KMLReader(ROOT_DIR + "data\\L_wk32_drops.kml");
// Read in all call logs
EventCollection collection = reader.GetCallLogs();
collection.ForEach(evt => evt.Device = DEVICE);
// Cluster the call logs
DBSCAN scan = new DBSCAN(collection);
scan.Analyse();
// Initialise the clusters
Clusters = scan.Clusters;
// Initialise the analysis
Analysis = new ProductAnalysis(Clusters, DEVICE);
}
public void Initialise()
{
// A dictionary of week-events
Events = new Dictionary <int, EventCollection>();
// Read in the Week 32 logs
KMLReader w32_reader = new KMLReader(ROOT_DIR + "data\\L_wk32_drops.kml");
Events[32] = w32_reader.GetCallLogs();
// Read in the Week 33 logs
KMLReader w33_reader = new KMLReader(ROOT_DIR + "data\\L_wk33_drops.kml");
Events[33] = w33_reader.GetCallLogs();
// Read in the Week 34 logs
KMLReader w34_reader = new KMLReader(ROOT_DIR + "data\\L_wk34_drops.kml");
Events[34] = w34_reader.GetCallLogs();
// Read in the Week 35 logs
KMLReader w35_reader = new KMLReader(ROOT_DIR + "data\\L_wk35_drops.kml");
Events[35] = w35_reader.GetCallLogs();
// Initialise the Multi-Week Analysis Object
Analysis = new MultiWeekAnalysis();
Analysis.AddRange(Events[32]);
Analysis.AddRange(Events[33]);
Analysis.AddRange(Events[34]);
Analysis.AddRange(Events[35]);
// Cluster the data
Analysis.Cluster(EPS, MIN_POINTS);
// Analyse all weeks
Analysis.AnalyseWeeks();
}