public void exportMainlineDataToText() throws IOException {
for (int key : detectors.keySet()) {
Double[] flow =
MyUtilities.scaleVector(
detectors.get(key).getFlowDataArray(),
(double) detectors.get(key).getNumberOfLanes());
Double[] speed = detectors.get(key).getSpeedDataArray();
Double[] density =
MyUtilities.scaleVector(
detectors.get(key).getDensityDataArray(),
(double) detectors.get(key).getNumberOfLanes());
PrintWriter outFlow = new PrintWriter(new FileWriter(key + "_flw.txt"));
PrintWriter outSpeed = new PrintWriter(new FileWriter(key + "_spd.txt"));
PrintWriter outDensity = new PrintWriter(new FileWriter(key + "_dty.txt"));
for (int i = 0; i < flow.length; i++) {
outFlow.println(flow[i]);
outSpeed.println(speed[i]);
outDensity.println(density[i]);
}
outFlow.close();
outSpeed.close();
outDensity.close();
}
}
public void exportDetectors() throws IOException { // doesn't work, remove when done
for (int key : detectors.keySet()) {
Detector d = detectors.get(key);
FileOutputStream fileOut = new FileOutputStream("Detector " + key + ".ser");
ObjectOutputStream out = new ObjectOutputStream(fileOut);
out.writeObject(d);
out.close();
fileOut.close();
}
}
/** Reads fundamental diagram parameters from AIMSUN generated xml */
public void readFundamentalDiagramsFromXML_AIMSUN() {
for (int key : detectors.keySet()) {
Detector d = detectors.get(key);
// find the corresponding FD profile
int i;
for (i = 0;
i
< this.mainScenario
.getFundamentalDiagramProfileSet()
.getFundamentalDiagramProfile()
.size();
i++) {
if (Integer.parseInt(
this.mainScenario
.getFundamentalDiagramProfileSet()
.getFundamentalDiagramProfile()
.get(i)
.getLinkId())
== d.getLinkAssoc()) {
break;
}
}
BigDecimal vf =
this.mainScenario
.getFundamentalDiagramProfileSet()
.getFundamentalDiagramProfile()
.get(i)
.getFundamentalDiagram()
.get(0)
.getFreeFlowSpeed();
BigDecimal q_max =
this.mainScenario
.getFundamentalDiagramProfileSet()
.getFundamentalDiagramProfile()
.get(i)
.getFundamentalDiagram()
.get(0)
.getCapacity();
BigDecimal rhojam =
this.mainScenario
.getFundamentalDiagramProfileSet()
.getFundamentalDiagramProfile()
.get(i)
.getFundamentalDiagram()
.get(0)
.getJamDensity();
double w =
q_max.doubleValue() / (rhojam.doubleValue() - q_max.doubleValue() / vf.doubleValue());
d.getFdParams().setFD(vf.doubleValue(), w, q_max.doubleValue() / d.getNumberOfLanes());
detectors.put(key, d);
}
}
/**
* Reads the data from database and writes into detectors hashmap
*
* @throws SQLException
*/
public void readDataIntoDetectorListFromDatabase() throws SQLException {
// TestConfiguration.dbSetup();
PeMSStationAggregateReader stationAggregateReader =
new PeMSStationAggregateReader(oraDatabase.doConnect());
ArrayList<Long> vdsIDs = new ArrayList<Long>();
for (int key : detectors.keySet()) {
vdsIDs.add((long) key);
}
List<PeMSStationAggregate> stationsAggregate =
stationAggregateReader.read(
this.timeInterval, vdsIDs, PeMSAggregate.AggregationLevel.PEMS_5MIN);
// Read absolute detector info into the hashmap
VDSReader stationReader = new VDSReader(oraDatabase.doConnect());
for (int key : detectors.keySet()) {
VDS station = stationReader.read((long) key);
Detector d = detectors.get(key);
d.setAbsolutePM(station.getAbsolutePostmile());
d.setDetectorLength(station.getDetectorLength());
d.setDetectorName(station.getDetectorName());
d.setFreewayDirection(station.getDirection());
d.setFreewayNumber(station.getFreewayNum());
d.setLatitude(station.getPosition().getPoint().get(0).getLat());
d.setLongitude(station.getPosition().getPoint().get(0).getLng());
d.setNumberOfLanes(station.getLaneCount());
}
// Read 5 minute data into the hashmap
for (int i = 0; i < stationsAggregate.size(); i++) {
// find the detector corresponding to the current ID in the data vector and fill the fields
// accordingly
Detector d = detectors.get((int) stationsAggregate.get(i).getVdsId());
d.addDatumToSpeed(stationsAggregate.get(i).getTotal().getAvgSpeed());
d.addDatumToFlow(
stationsAggregate.get(i).getTotal().getFlow()
* 12
/ d
.getNumberOfLanes()); // to get the hourly rate at 5 minute granularity, multiply
// by 12
d.addDatumToDensity(
stationsAggregate.get(i).getTotal().getFlow()
* 12
/ stationsAggregate.get(i).getTotal().getAvgSpeed()
/ d.getNumberOfLanes());
if (i < detectors.size()) {
d.setHealthStatus(stationsAggregate.get(i).getTotal().getObserved());
}
}
}
/**
* Translates the link structure into the cell structure depending on healthy detector locations
*/
public void createCellStructure() {
int i = 0;
while (i < mainlineLinks.size() - 1) {
if (mainlineLinks.get(i).isHasDetector()
& mainlineLinks.get(i).getDetectorML().getHealthStatus() == 100) {
Cell c = new Cell((int) totalTimeInHours * 60 / 5);
c.addLink(mainlineLinks.get(i));
c.setDetectorML(mainlineLinks.get(i).getDetectorML());
c.setDetectorHOV(mainlineLinks.get(i).getDetectorHOV());
while (!mainlineLinks.get(i + 1).isHasDetector() & i < mainlineLinks.size() - 2
| (mainlineLinks.get(i + 1).isHasDetector()
& mainlineLinks.get(i + 1).getDetectorML().getHealthStatus() != 100)) {
c.addLink(mainlineLinks.get(i + 1));
i++;
}
// Onramps and Offramps in the Cell
for (Link l : c.getLinks()) {
c.addToOnrampPerLink(l.getUpNode().getInLinks().size() - 1);
c.addToOfframpPerLink(l.getDownNode().getOutLinks().size() - 1);
for (int linkID : l.getUpNode().getInLinks()) {
if (links.get(linkID).getLinkType().equals("onramp")) {
if (links.get(linkID).getDetectorML().getFlowData().isEmpty()
| links.get(linkID).getDetectorML().getHealthStatus() != 100) {
c.addToImputeOR(true);
c.appendZeroColumnToMeasuredOnrampFlow();
} else {
c.appendColumnToMeasuredOnrampFlow(
links.get(linkID).getDetectorML().getFlowDataArray());
c.addToImputeOR(false);
}
}
}
for (int linkID : l.getDownNode().getOutLinks()) {
if (links.get(linkID).getLinkType().equals("offramp")) {
if (links.get(linkID).getDetectorML().getFlowData().isEmpty()
| links.get(linkID).getDetectorML().getHealthStatus() != 100) {
c.addToImputeFR(true);
c.appendZeroColumnToMeasuredOfframpFlow();
} else {
c.appendColumnToMeasuredOfframpFlow(
links.get(linkID).getDetectorML().getFlowDataArray());
c.addToImputeFR(false);
}
}
}
}
cells.add(c);
}
i++;
}
i = 0;
}
/**
* Reads the detector data from spreadsheet and writes into detectors hashmap The files should be
* in the following format and placed in the root directory of the imputer project folder (for
* example, see detOutMainlines_431.csv) 1) 5 minute data granularity is assumed 2) The data
* should be sorted by alphabetical order of detector IDs and the data column should be
* chronologically sorted for each detector
*
* @throws IOException
* @throws BiffException
*/
public void readDataIntoDetectorListFromSpreadSheet(String filename)
throws BiffException, IOException {
Workbook workbook = Workbook.getWorkbook(new File(filename));
int rowIndex =
1; // start the index at 1 and increase by number of data points after each iteration
// Read absolute detector info and 5 minute data into the hashmap (some fields not important for
// fake detectors, left blank or 0 for the time being)
for (int key : detectors.keySet()) {
Detector d = detectors.get(key);
// find row index
while (true) {
NumberCell nc2 = (NumberCell) workbook.getSheet(0).getCell(0, rowIndex);
if (nc2.getValue() == key) {
break;
}
rowIndex++;
}
NumberCell nc = (NumberCell) workbook.getSheet(0).getCell(4, rowIndex); // Postmile
d.setAbsolutePM(nc.getValue());
d.setDetectorLength(0.0);
d.setDetectorName(workbook.getSheet(0).getCell(1, rowIndex).getContents()); // Name
d.setFreewayDirection("");
d.setFreewayNumber(0);
d.setLatitude(0.0);
d.setLongitude(0.0);
NumberCell nc1 = (NumberCell) workbook.getSheet(0).getCell(13, rowIndex); // Number of Lanes
Double temp = nc1.getValue();
d.setNumberOfLanes(temp.intValue());
for (int k = rowIndex; k < rowIndex + totalTimeInHours * 60 / 5; k++) {
NumberCell ncSpeed = (NumberCell) workbook.getSheet(0).getCell(6, k); // Speed
NumberCell ncFlow = (NumberCell) workbook.getSheet(0).getCell(5, k); // Flow
d.addDatumToSpeed(ncSpeed.getValue());
d.addDatumToFlow(ncFlow.getValue() / d.getNumberOfLanes());
d.addDatumToDensity(ncFlow.getValue() / ncSpeed.getValue() / d.getNumberOfLanes());
}
nc = (NumberCell) workbook.getSheet(0).getCell(14, rowIndex); // Health
if (nc.getValue() == 0) {
d.setHealthStatus(100.0);
} else {
d.setHealthStatus(0.0);
}
rowIndex = 1;
// rowIndex += totalTimeInHours*60/5;
}
}
/** Reads the SensorList from mainScenario and populates the detectors hashmap */
public void createDetectorListFromMainScenario() {
String sensorIDString;
for (int i = 0; i < this.mainScenario.getSensorList().getSensor().size(); i++) {
Detector d = new Detector();
sensorIDString =
this.mainScenario
.getSensorList()
.getSensor()
.get(i)
.getParameters()
.getParameter()
.get(7)
.getValue();
d.setSensorID(Integer.parseInt(sensorIDString));
d.setSensorType(this.mainScenario.getSensorList().getSensor().get(i).getType());
d.setSourceAddress("n/a");
d.setLinkAssoc(
Integer.parseInt(
this.mainScenario.getSensorList().getSensor().get(i).getLinkReference().getId()));
detectors.put(d.getSensorID(), d);
}
}
public void writeDemandsAndSplitRatiosToSpreadSheet(String outFilename)
throws BiffException, IOException, RowsExceededException, WriteException,
IndexOutOfBoundsException {
Workbook existingWorkbook = Workbook.getWorkbook(new File(outFilename));
WritableWorkbook workbookCopy =
Workbook.createWorkbook(new File("Aimsun\\output.xls"), existingWorkbook);
// add labels first row
workbookCopy.getSheet(0).addCell(new Label(15, 0, "Split Ratios"));
workbookCopy.getSheet(0).addCell(new Label(16, 0, "Offramp Flows"));
workbookCopy.getSheet(0).addCell(new Label(17, 0, "Demands"));
workbookCopy.getSheet(0).addCell(new Label(18, 0, "Flows"));
workbookCopy.getSheet(0).addCell(new Label(19, 0, "Speeds"));
int rowIndex = 1;
for (Cell c : splitCells) {
// find row index
while (true) {
NumberCell nc2 = (NumberCell) workbookCopy.getSheet(0).getCell(0, rowIndex);
if (nc2.getValue() == c.getDetectorML().getSensorID()) {
break;
}
rowIndex++;
}
// fill in mainline data columns
for (int k = rowIndex; k < rowIndex + totalTimeInHours * 60 / 5; k++) {
workbookCopy.getSheet(0).addCell(new Number(18, k, c.getFlowCompare().get(k - rowIndex)));
workbookCopy.getSheet(0).addCell(new Number(19, k, c.getVelocity().get(k - rowIndex)));
}
rowIndex = 1;
// if the cell has onramp, find the detector id and fill corresponding columns (assumption:
// cells have at most one on-ramp or off-ramp)
int onrampLinkID = 0;
if (c.getLinks().getFirst().getUpLinks().size() > 1) {
// By our assumption (above), there are at most 2 upstream links for each mainline link
onrampLinkID = c.getLinks().getFirst().getUpLinks().get(0);
for (Link mlLink : mainlineLinks) {
if (mlLink.getLinkID() == onrampLinkID) {
onrampLinkID = c.getLinks().getFirst().getUpLinks().get(1);
break;
}
}
// find associated detector
int onrampDetId = 0;
for (int key : detectors.keySet()) {
if (detectors.get(key).getLinkAssoc() == onrampLinkID) {
onrampDetId = detectors.get(key).getSensorID();
}
}
if (onrampDetId == 0) continue;
// find row index
while (true) {
NumberCell nc2 = (NumberCell) workbookCopy.getSheet(0).getCell(0, rowIndex);
if (nc2.getValue() == onrampDetId) {
break;
}
rowIndex++;
}
for (int k = rowIndex; k < rowIndex + totalTimeInHours * 60 / 5; k++) {
workbookCopy.getSheet(0).addCell(new Number(17, k, c.getOnRampInput().get(k - rowIndex)));
workbookCopy.getSheet(0).addCell(new Number(18, k, c.getOnRampInput().get(k - rowIndex)));
}
rowIndex = 1;
}
// if the cell has offramp, find the detector id and fill corresponding columns (assumption:
// cells have at most one on-ramp or off-ramp)
int offrampLinkID = 0;
if (c.getLinks().getLast().getDownLinks().size() > 1) {
// By our assumption (above), there are at most 2 upstream links for each mainline link
offrampLinkID = c.getLinks().getLast().getDownLinks().get(0);
for (Link mlLink : mainlineLinks) {
if (mlLink.getLinkID() == offrampLinkID) {
offrampLinkID = c.getLinks().getLast().getDownLinks().get(1);
break;
}
}
// find associated detector
int offrampDetId = 0;
for (int key : detectors.keySet()) {
if (detectors.get(key).getLinkAssoc() == offrampLinkID) {
offrampDetId = detectors.get(key).getSensorID();
}
}
if (offrampDetId == 0) continue;
// find row index
while (true) {
NumberCell nc2 = (NumberCell) workbookCopy.getSheet(0).getCell(0, rowIndex);
if (nc2.getValue() == offrampDetId) {
break;
}
rowIndex++;
}
for (int k = rowIndex; k < rowIndex + totalTimeInHours * 60 / 5; k++) {
workbookCopy.getSheet(0).addCell(new Number(15, k, c.getBeta().get(k - rowIndex)));
workbookCopy.getSheet(0).addCell(new Number(16, k, c.getOffRampFlow().get(k - rowIndex)));
workbookCopy.getSheet(0).addCell(new Number(18, k, c.getOffRampFlow().get(k - rowIndex)));
}
rowIndex = 1;
}
// rowIndex += totalTimeInHours*60/5;
rowIndex = 1;
}
workbookCopy.write();
workbookCopy.close();
existingWorkbook.close();
}
/** Calibrates fundamental diagram parameters for detectors */
public void calibrateFundamentalDiagrams() {
for (int key : detectors.keySet()) {
FDCalibrator fdCalib = new FDCalibrator();
detectors.put(key, fdCalib.calibrateParameters(detectors.get(key)));
}
}
/** Reads the network geometry from mainScenario and populates the mainlineLinks list */
public void createMainlineLinkStructureFromMainScenario(int routeID) {
for (int i = 0;
i < this.mainScenario.getNetworkList().getNetwork().get(0).getLinkList().getLink().size();
i++) {
if (routeID != 0) {
int routeIndex = 0;
// find the route index
for (routeIndex = 0;
routeIndex < this.mainScenario.getRoutes().getRoute().size();
routeIndex++) {
if (Integer.parseInt(this.mainScenario.getRoutes().getRoute().get(routeIndex).getId())
== routeID) {
break;
}
}
// go over the route and see if the link belongs to the given route
boolean linkInRoute = false;
for (int k = 0;
k
< this.mainScenario
.getRoutes()
.getRoute()
.get(routeIndex)
.getLinkReferences()
.getLinkReference()
.size();
k++) {
if (this.mainScenario
.getRoutes()
.getRoute()
.get(routeIndex)
.getLinkReferences()
.getLinkReference()
.get(k)
.getId()
.contentEquals(
this.mainScenario
.getNetworkList()
.getNetwork()
.get(0)
.getLinkList()
.getLink()
.get(i)
.getId())) {
linkInRoute = true;
break;
}
}
if (!linkInRoute) {
continue;
}
}
// collect only mainline links in the links list
if (this.mainScenario
.getNetworkList()
.getNetwork()
.get(0)
.getLinkList()
.getLink()
.get(i)
.getType()
.equals("freeway")) {
Link l = new Link();
boolean hasDetector = false;
Detector detectorML = new Detector();
l.setLinkID(
Integer.parseInt(
this.mainScenario
.getNetworkList()
.getNetwork()
.get(0)
.getLinkList()
.getLink()
.get(i)
.getId()));
l.setUpNode(
nodes.get(
Integer.parseInt(
this.mainScenario
.getNetworkList()
.getNetwork()
.get(0)
.getLinkList()
.getLink()
.get(i)
.getBegin()
.getNodeId())));
l.setDownNode(
nodes.get(
Integer.parseInt(
this.mainScenario
.getNetworkList()
.getNetwork()
.get(0)
.getLinkList()
.getLink()
.get(i)
.getEnd()
.getNodeId())));
l.setUpLinks(l.getUpNode().getInLinks());
l.setDownLinks(l.getDownNode().getOutLinks());
l.setLength(
this.mainScenario
.getNetworkList()
.getNetwork()
.get(0)
.getLinkList()
.getLink()
.get(i)
.getLength()
.doubleValue());
l.setLanesML(
this.mainScenario
.getNetworkList()
.getNetwork()
.get(0)
.getLinkList()
.getLink()
.get(i)
.getLanes()
.intValue());
for (int key : detectors.keySet()) {
if (detectors.get(key).getLinkAssoc() == l.getLinkID()) {
hasDetector = true;
detectorML = detectors.get(key);
}
}
l.setHasDetector(hasDetector);
l.setDetectorML(detectorML);
mainlineLinks.add(l);
}
}
// sort mainline links
mainlineLinks = this.recursiveLinkSort(mainlineLinks);
}
/** Reads the network geometry from mainScenario and populates the links hashmap */
public void createLinkStructureFromMainScenario() {
for (int i = 0;
i < this.mainScenario.getNetworkList().getNetwork().get(0).getLinkList().getLink().size();
i++) {
Link l = new Link();
boolean hasDetector = false;
Detector detectorML = new Detector();
l.setLinkType(
this.mainScenario
.getNetworkList()
.getNetwork()
.get(0)
.getLinkList()
.getLink()
.get(i)
.getType());
l.setLinkID(
Integer.parseInt(
this.mainScenario
.getNetworkList()
.getNetwork()
.get(0)
.getLinkList()
.getLink()
.get(i)
.getId()));
l.setUpNode(
nodes.get(
Integer.parseInt(
this.mainScenario
.getNetworkList()
.getNetwork()
.get(0)
.getLinkList()
.getLink()
.get(i)
.getBegin()
.getNodeId())));
l.setDownNode(
nodes.get(
Integer.parseInt(
this.mainScenario
.getNetworkList()
.getNetwork()
.get(0)
.getLinkList()
.getLink()
.get(i)
.getEnd()
.getNodeId())));
l.setUpLinks(l.getUpNode().getInLinks());
l.setDownLinks(l.getDownNode().getOutLinks());
l.setLength(
this.mainScenario
.getNetworkList()
.getNetwork()
.get(0)
.getLinkList()
.getLink()
.get(i)
.getLength()
.doubleValue());
l.setLanesML(
this.mainScenario
.getNetworkList()
.getNetwork()
.get(0)
.getLinkList()
.getLink()
.get(i)
.getLanes()
.intValue());
for (int key : detectors.keySet()) {
if (detectors.get(key).getLinkAssoc() == l.getLinkID()) {
hasDetector = true;
// Detector dummyDetector = detectors.get(key);
// if (dummyDetector.getSensorType().toString().equals(arg0) //REVISIT
detectorML = detectors.get(key);
}
}
l.setHasDetector(hasDetector);
l.setDetectorML(detectorML);
links.put(l.getLinkID(), l);
}
}
/** Reads the network geometry from mainScenario and populates the nodes hashmap */
public void createNodeStructureFromMainScenario() {
for (int i = 0;
i < this.mainScenario.getNetworkList().getNetwork().get(0).getNodeList().getNode().size();
i++) {
ArrayList<Integer> inputs = new ArrayList<Integer>();
ArrayList<Integer> outputs = new ArrayList<Integer>();
Node n = new Node();
n.setNodeID(
Integer.parseInt(
this.mainScenario
.getNetworkList()
.getNetwork()
.get(0)
.getNodeList()
.getNode()
.get(i)
.getId()));
n.setNodeType(
this.mainScenario
.getNetworkList()
.getNetwork()
.get(0)
.getNodeList()
.getNode()
.get(i)
.getType());
for (int j = 0;
j
< this.mainScenario
.getNetworkList()
.getNetwork()
.get(0)
.getNodeList()
.getNode()
.get(i)
.getInputs()
.getInput()
.size();
j++) {
inputs.add(
Integer.parseInt(
this.mainScenario
.getNetworkList()
.getNetwork()
.get(0)
.getNodeList()
.getNode()
.get(i)
.getInputs()
.getInput()
.get(j)
.getLinkId()));
}
for (int j = 0;
j
< this.mainScenario
.getNetworkList()
.getNetwork()
.get(0)
.getNodeList()
.getNode()
.get(i)
.getOutputs()
.getOutput()
.size();
j++) {
outputs.add(
Integer.parseInt(
this.mainScenario
.getNetworkList()
.getNetwork()
.get(0)
.getNodeList()
.getNode()
.get(i)
.getOutputs()
.getOutput()
.get(j)
.getLinkId()));
}
n.setInLinks(inputs);
n.setOutLinks(outputs);
nodes.put(n.getNodeID(), n);
}
}