/**
* precondition : 'attribute' MUST contain number values only
*
* @param cases
* @param attribute
* @return DefaultXYDataset with all values of 'attribute' against event numbers or timestamps.
*/
private XYSeriesCollection getDataAttributes(
String[] attributes, boolean byTime, double timesize) {
XYSeriesCollection result = new XYSeriesCollection();
for (int index = 0; index < attributes.length; index++) {
String attribute = attributes[index];
Integer i = 0;
XYSeries row = new XYSeries(attribute);
for (ProcessInstance pi : mylog.getInstances()) {
Integer x = 0; // count event number
Date begin = pi.getAuditTrailEntries().first().getTimestamp(); // starting
// time
// of
// process
// instance
for (AuditTrailEntry ate : pi.getListOfATEs()) {
if (ate.getAttributes().containsKey(attribute)) {
Double val;
val = Double.valueOf(ate.getAttributes().get(attribute));
if (byTime) {
row.add(timediff(begin, ate.getTimestamp()) / timesize, val.doubleValue());
} else {
row.add(x.doubleValue(), val.doubleValue());
}
}
x++; // event number in case
}
i++; // case number
}
result.addSeries(row);
}
return result;
}
/** @return String[] with all unique attributes on element level */
private String[] getAttributes() {
HashSet<String> results = new HashSet();
for (ProcessInstance pi : mylog.getInstances()) {
for (AuditTrailEntry ate : pi.getListOfATEs()) {
results.addAll(ate.getAttributes().keySet());
}
}
String[] t = new String[results.size()];
return results.toArray(t);
}
/**
* Filters a single process instance.
*
* @param instance the process instance to filter
* @return true if the whole process instance passes the filter, false if the process insstance
* should be discarded
*/
protected boolean doFiltering(ProcessInstance instance) {
// creating the artificial end task ate
AuditTrailEntry ate = new AuditTrailEntryImpl();
ate.setElement(eventName);
ate.setType(eventType);
// ate.setTimestamp(new Date(System.currentTimeMillis() + 100000)); //
// future
ate.setOriginator("Artificial (ProM)");
// adding the new end ate at the last position
try {
instance.getAuditTrailEntryList().append(ate);
} catch (IOException e) {
Message.add("Fatal error in class " + this.getClass() + ":", Message.ERROR);
return false;
}
return true;
}
private IntervalXYDataset getHistrogrammedDataAttributes(
String[] attributes, long barsize, long timesize) {
IntervalXYDataset dataset = null;
if (no_intervals) {
dataset = new XYSeriesCollection();
} else {
dataset = new YIntervalSeriesCollection();
}
for (int index = 0; index < attributes.length; index++) {
Histogram histogram = new Histogram(barsize);
String attribute = attributes[index];
for (ProcessInstance pi : mylog.getInstances()) {
Date begin;
try {
begin = pi.getAuditTrailEntryList().get(0).getTimestamp();
} catch (Exception e) {
Message.add(e.getMessage(), Message.ERROR);
return null;
} // starting time of process instance
int j = 0;
for (AuditTrailEntry ate : pi.getListOfATEs()) {
if (ate.getAttributes().containsKey(attribute)) {
Double val;
val = Double.valueOf(ate.getAttributes().get(attribute));
if (xbox.getSelectedIndex() == 2) {
histogram.addValue(j, val);
}
if (xbox.getSelectedIndex() == 3) {
histogram.addValue(timediff(begin, ate.getTimestamp()), val);
}
j++;
}
}
}
if (no_intervals) {
((XYSeriesCollection) dataset).addSeries(histogram.getXYSeries(attribute, timesize));
} else {
((YIntervalSeriesCollection) dataset)
.addSeries(histogram.getYIntervalSeries(attribute, timesize));
}
}
return dataset;
}
/**
* Constructor method.
*
* @param pi process instance to be stored.
*/
public FilterPerWorkflowModelElementAndEvent(ProcessInstance pi, int numberSimilarPIs) {
if (pi != null) {
AuditTrailEntryListImpl ates = null;
try {
ates = new AuditTrailEntryListImpl();
for (int i = 0; i < pi.getAuditTrailEntryList().size(); i++) {
AuditTrailEntry ate = new AuditTrailEntryImpl();
ate.setElement(pi.getAuditTrailEntryList().get(i).getElement());
ate.setType(pi.getAuditTrailEntryList().get(i).getType());
ates.append(ate);
}
} catch (IOException ioe) {
System.err.println(
"Could not create an AuditTrailEntryListImpl in constructor of the class org.processmining.exporting.log.util.FilterPerWorkflowModelElementAndEvent!");
}
if (pi.getAttributes().containsKey(IDENTIFIERS)) {
processInstance = new ProcessInstanceImpl(pi.getProcess(), ates, pi.getModelReferences());
processInstance.setDataAttributes(pi.getDataAttributes());
processInstance.setName(pi.getName());
processInstance.setDescription(pi.getDescription());
} else {
processInstance = new ProcessInstanceImpl(pi.getProcess(), ates, pi.getModelReferences());
processInstance.setDataAttributes(new DataSection());
processInstance.setName(pi.getName());
processInstance.setDescription(pi.getDescription());
addGroupedPiIdentifier(pi.getName());
}
setNumberSimilarPIs(Integer.toString(numberSimilarPIs));
} else {
throw new NullPointerException("pi equals null!");
}
}
/**
* Fires a element even if it is not enabled. When the element has duplicates, it looks ahead to
* set which duplicate to fire.
*
* <p><b>Note:</b> The element MUST be in the net.
*
* @param element element to be fired.
* @param pi process instance where the element to be fired is.
* @param elementPositionInPi element position.
* @return int number of tokens that needed to be added to fire this element.
*/
public int fire(int element, ProcessInstance pi, int elementPositionInPi) {
int addedTokens = 0;
int elementDuplicates;
if ((hNet.getReverseDuplicatesMapping()[element]).size() == 1) {
elementDuplicates = hNet.getReverseDuplicatesMapping()[element].get(0);
} else {
// identify which duplicate to fire
HNSubSet duplicates = hNet.getReverseDuplicatesMapping()[element].deepCopy();
// getting the duplicates that are enabled
for (int i = 0; i < duplicates.size(); i++) {
if (!isEnabled(duplicates.get(i))) {
duplicates.remove(duplicates.get(i));
}
}
if (duplicates.size() > 0) {
if (duplicates.size() == 1) {
elementDuplicates = duplicates.get(0);
} else {
// getting the output tasks of the duplicates. These output
// are used to
// look ahead at the process instance
HNSubSet unionMappedToATEsCode = getAllOutputElementsOfDuplicates(duplicates);
AuditTrailEntryList ATEntriesList = pi.getAuditTrailEntryList();
// advancing the pointer in the ATEntries till the current
// element + 1
AuditTrailEntry ATEntry;
int elementInATE = -1;
for (int i = elementPositionInPi + 1; i < ATEntriesList.size(); i++) {
try {
ATEntry = ATEntriesList.get(i);
elementInATE =
this.hNet
.getLogEvents()
.findLogEventNumber(ATEntry.getElement(), ATEntry.getType());
if (unionMappedToATEsCode.contains(elementInATE)) {
break;
}
} catch (IOException ex) {
break;
} catch (IndexOutOfBoundsException ex) {
break;
}
}
elementDuplicates = identifyDuplicateToFire(duplicates, elementInATE);
}
} else {
// because no duplicate is enabled, a random one is chosen to
// fire...
elementDuplicates =
(hNet.getReverseDuplicatesMapping()[element])
.get(generator.nextInt(hNet.getReverseDuplicatesMapping()[element].size()));
}
}
bestCombination = findBestSetTasks(elementDuplicates);
addedTokens += bestCombination.getNumberMissingTokens();
removeTokensOutputPlaces(elementDuplicates, bestCombination.getTasks());
addTokensOutputPlaces(elementDuplicates);
addToPossiblyEnabledElements(elementDuplicates);
// registering the firing of element...
hNet.increaseElementActualFiring(
elementDuplicates,
MethodsForWorkflowLogDataStructures.getNumberSimilarProcessInstances(pi));
// updating the arc usage for the individual...
hNet.increaseArcUsage(
bestCombination.getElementToFire(),
bestCombination.getTasks(),
MethodsForWorkflowLogDataStructures.getNumberSimilarProcessInstances(pi));
return addedTokens;
}