// @todo Make sure units are meters
public Array getElevation(Range range) throws IOException, InvalidRangeException {
List section = new ArrayList(1);
section.add(range);
Array a = elevVar.read(section);
if (elevVarUnitsConversionFactor == 1.0) return (a);
for (IndexIterator it = a.getIndexIterator(); it.hasNext(); ) {
if (elevVar.getDataType() == DataType.DOUBLE) {
double val = it.getDoubleNext();
it.setDoubleCurrent(val * elevVarUnitsConversionFactor);
} else if (elevVar.getDataType() == DataType.FLOAT) {
float val = it.getFloatNext();
it.setFloatCurrent((float) (val * elevVarUnitsConversionFactor));
} else if (elevVar.getDataType() == DataType.INT) {
int val = it.getIntNext();
it.setIntCurrent((int) (val * elevVarUnitsConversionFactor));
} else if (elevVar.getDataType() == DataType.LONG) {
long val = it.getLongNext();
it.setLongCurrent((long) (val * elevVarUnitsConversionFactor));
} else {
throw new IllegalStateException(
"Elevation variable type <"
+ elevVar.getDataType().toString()
+ "> not double, float, int, or long.");
}
}
return (a);
}
/**
* Create a new GridVertCoord for a layer
*
* @param record layer record
* @param levelName name of this level
* @param lookup lookup table
* @param level1 level 1
* @param level2 level 2
*/
GridVertCoord(
GridRecord record,
String levelName,
GridTableLookup lookup,
double[] level1,
double[] level2) {
this.typicalRecord = record;
this.levelName = levelName;
this.lookup = lookup;
// dontUseVertical = !lookup.isVerticalCoordinate(record);
positive = lookup.isPositiveUp(record) ? "up" : "down";
units = lookup.getLevelUnit(record);
usesBounds = lookup.isLayer(this.typicalRecord);
levels = new ArrayList<LevelCoord>(level1.length);
for (int i = 0; i < level1.length; i++) {
levels.add(new LevelCoord(level1[i], (level2 == null) ? 0.0 : level2[i]));
}
Collections.sort(levels);
if (positive.equals("down")) {
Collections.reverse(levels);
}
dontUseVertical = (levels.size() == 1);
}
/** get the shape */
public int[] getShape() {
int[] shape = new int[mydims.size()];
for (int i = 0; i < mydims.size(); i++) {
Dimension d = mydims.get(i);
shape[i] = d.getLength();
}
return shape;
}
private LatLonRect getBoundingBox(List stnList) {
ucar.unidata.geoloc.Station s = (ucar.unidata.geoloc.Station) stnList.get(0);
LatLonPointImpl llpt = new LatLonPointImpl();
llpt.set(s.getLatitude(), s.getLongitude());
LatLonRect rect = new LatLonRect(llpt, .001, .001);
for (int i = 1; i < stnList.size(); i++) {
s = (ucar.unidata.geoloc.Station) stnList.get(i);
llpt.set(s.getLatitude(), s.getLongitude());
rect.extend(llpt);
}
return rect;
}
private void makeSelectStations(StringBuffer sbuff, List stations) {
// ID id1,id2,id3,...idn
// However, it will depend on the dataset as to the variable for the station ID.
// For synoptic data it's IDN (e.g. 72469)
// for METAR it's ID.
// For profiler data, there are two variables IDA and IDB where IDA is the first 4 chars and IDB
// is the second 4.
sbuff.append("ID ");
for (int i = 0; i < stations.size(); i++) {
Station s = (Station) stations.get(i);
if (i > 0) sbuff.append(",");
sbuff.append(s.getName());
}
}
/**
* Create a new GridVertCoord with the appropriate params
*
* @param records list of GridRecords that make up this coord
* @param levelName the name of the level
* @param lookup the lookup table
* @param hcs Horizontal coordinate
*/
GridVertCoord(
List<GridRecord> records, String levelName, GridTableLookup lookup, GridHorizCoordSys hcs) {
this.typicalRecord = records.get(0);
this.levelName = levelName;
this.lookup = lookup;
dontUseVertical = !lookup.isVerticalCoordinate(typicalRecord);
positive = lookup.isPositiveUp(typicalRecord) ? "up" : "down";
units = lookup.getLevelUnit(typicalRecord);
usesBounds = lookup.isLayer(this.typicalRecord);
addLevels(records);
if (typicalRecord.getLevelType1() == 109 && lookup instanceof Grib1GridTableLookup)
checkForPressureLevels(records, hcs);
if (GridServiceProvider.debugVert) {
System.out.println(
"GribVertCoord: "
+ getVariableName()
+ "("
+ typicalRecord.getLevelType1()
+ ") useVertical= "
+ (!dontUseVertical)
+ " positive="
+ positive
+ " units="
+ units);
}
}
private void createProfiles(int nprofiles) throws IOException {
this.nprofiles = nprofiles;
// add the dimensions
Dimension profileDim = ncfile.addDimension(profileDimName, nprofiles);
profileDims.add(profileDim);
Variable v = ncfile.addVariable(numObsName, DataType.INT, profileDimName);
ncfile.addVariableAttribute(
v, new Attribute("long_name", "number of children in linked list for this profile"));
v = ncfile.addVariable(numProfilesTotalName, DataType.INT, "");
ncfile.addVariableAttribute(v, new Attribute("long_name", "number of valid profiles"));
v = ncfile.addVariable(firstObsName, DataType.INT, profileDimName);
ncfile.addVariableAttribute(
v,
new Attribute("long_name", "record number of first obs in linked list for this profile"));
// time variable
Variable timeVar = ncfile.addStringVariable(timeName, profileDims, 20);
ncfile.addVariableAttribute(
timeVar, new Attribute("long_name", "ISO-8601 Date - time of observation"));
v = ncfile.addVariable(parentStationIndex, DataType.INT, profileDimName);
ncfile.addVariableAttribute(v, new Attribute("long_name", "index of parent station"));
v = ncfile.addVariable(nextProfileName, DataType.INT, profileDimName);
ncfile.addVariableAttribute(
v, new Attribute("long_name", "index of next profile in linked list for this station"));
}
/**
* Add this coord as a dimension to the netCDF file
*
* @param ncfile file to add to
* @param g group in the file
*/
void addDimensionsToNetcdfFile(NetcdfFile ncfile, Group g) {
if (dontUseVertical) {
return;
}
int nlevs = levels.size();
if (coordValues != null) nlevs = coordValues.length;
ncfile.addDimension(g, new Dimension(getVariableName(), nlevs, true));
}
/** check for Sigma Pressure Levels */
boolean checkForPressureLevels(List<GridRecord> records, GridHorizCoordSys hcs) {
GridDefRecord gdr = hcs.getGds();
Grib1GDSVariables g1dr = (Grib1GDSVariables) gdr.getGdsv();
if (g1dr == null || !g1dr.hasVerticalPressureLevels()) return false;
// add hybrid numbers
coordValues = new double[levels.size()];
for (int i = 0; i < levels.size(); i++) {
LevelCoord lc = levels.get(i);
coordValues[i] = lc.value1;
}
int NV = g1dr.getNV();
// add new variables
if (NV > 2 && NV < 255) { // Some data doesn't add Pressure Level values
factors = g1dr.getVerticalPressureLevels();
}
return true;
}
public Array getData(Range range, String parameterName)
throws IOException, InvalidRangeException {
Variable variable = ncfile.getRootGroup().findVariable(parameterName);
int varRank = variable.getRank();
int[] varShape = variable.getShape();
List section = new ArrayList(varRank);
section.add(range);
for (int i = 1; i < varRank; i++) {
section.add(new Range(0, varShape[i] - 1));
}
Array array = variable.read(section);
if (array.getShape()[0] == 1) {
return (array.reduce(0));
} else {
return (array);
}
// return( array.getShape()[0] == 1 ? array.reduce( 0 ) : array);
}
private void writeHeader(ProfileFeature profile, PointFeature obs) throws IOException {
Formatter coordNames = new Formatter().format("%s %s %s", profileTimeName, latName, lonName);
List<VariableSimpleIF> coords = new ArrayList<>();
if (useAlt) {
coords.add(
VariableSimpleImpl.makeScalar(
altitudeCoordinateName, "obs altitude", altUnits, DataType.DOUBLE)
.add(new Attribute(CF.STANDARD_NAME, "altitude"))
.add(
new Attribute(
CF.POSITIVE,
CF1Convention.getZisPositive(altitudeCoordinateName, altUnits))));
coordNames.format(" %s", altitudeCoordinateName);
}
super.writeHeader(
coords, profile.getFeatureData(), obs.getFeatureData(), coordNames.toString());
}
/**
* Match levels
*
* @param records records to match
* @return true if they have the same levels
*/
boolean matchLevels(List<GridRecord> records) {
// first create a new list
List<LevelCoord> levelList = new ArrayList<LevelCoord>(records.size());
for (GridRecord record : records) {
LevelCoord lc = new LevelCoord(record.getLevel1(), record.getLevel2());
if (!levelList.contains(lc)) {
levelList.add(lc);
}
}
Collections.sort(levelList);
if (positive.equals("down")) {
Collections.reverse(levelList);
}
// gotta equal existing list
return levelList.equals(levels);
}
private void writeStationData(List<ucar.unidata.geoloc.Station> stnList) throws IOException {
this.stnList = stnList;
int nstns = stnList.size();
stationMap = new HashMap<String, StationTracker>(2 * nstns);
if (debug) System.out.println("stationMap created");
// now write the station data
ArrayDouble.D1 latArray = new ArrayDouble.D1(nstns);
ArrayDouble.D1 lonArray = new ArrayDouble.D1(nstns);
ArrayDouble.D1 altArray = new ArrayDouble.D1(nstns);
ArrayObject.D1 idArray = new ArrayObject.D1(String.class, nstns);
ArrayObject.D1 descArray = new ArrayObject.D1(String.class, nstns);
ArrayObject.D1 wmoArray = new ArrayObject.D1(String.class, nstns);
for (int i = 0; i < stnList.size(); i++) {
ucar.unidata.geoloc.Station stn = stnList.get(i);
stationMap.put(stn.getName(), new StationTracker(i));
latArray.set(i, stn.getLatitude());
lonArray.set(i, stn.getLongitude());
if (useAlt) altArray.set(i, stn.getAltitude());
idArray.set(i, stn.getName());
descArray.set(i, stn.getDescription());
if (useWmoId) wmoArray.set(i, stn.getWmoId());
}
try {
ncfile.write(latName, latArray);
ncfile.write(lonName, lonArray);
if (useAlt) ncfile.write(altName, altArray);
ncfile.writeStringData(idName, idArray);
ncfile.writeStringData(descName, descArray);
if (useWmoId) ncfile.writeStringData(wmoName, wmoArray);
} catch (InvalidRangeException e) {
e.printStackTrace();
throw new IllegalStateException(e);
}
}
/**
* Get the coordinate index for the record
*
* @param record record in question
* @return index or -1 if not found
*/
private int coordIndex(GridRecord record) {
double val = record.getLevel1();
double val2 = record.getLevel2();
if (usesBounds && (val > val2)) {
val = record.getLevel2();
val2 = record.getLevel1();
}
for (int i = 0; i < levels.size(); i++) {
LevelCoord lc = (LevelCoord) levels.get(i);
if (usesBounds) {
if (ucar.nc2.util.Misc.closeEnough(lc.value1, val)
&& ucar.nc2.util.Misc.closeEnough(lc.value2, val2)) {
return i;
}
} else {
if (ucar.nc2.util.Misc.closeEnough(lc.value1, val)) {
return i;
}
}
}
return -1;
}
/**
* Add levels
*
* @param records GridRecords, one for each level
*/
void addLevels(List<GridRecord> records) {
for (int i = 0; i < records.size(); i++) {
GridRecord record = records.get(i);
if (coordIndex(record) < 0) {
levels.add(new LevelCoord(record.getLevel1(), record.getLevel2()));
if (dontUseVertical && (levels.size() > 1)) {
if (GridServiceProvider.debugVert) {
logger.warn(
"GribCoordSys: unused level coordinate has > 1 levels = "
+ levelName
+ " "
+ record.getLevelType1()
+ " "
+ levels.size());
}
}
}
}
Collections.sort(levels);
if (positive.equals("down")) {
Collections.reverse(levels);
}
}
/**
* Create a new GeoGrid that is a logical subset of this GeoGrid.
*
* @param t_range subset the time dimension, or null if you want all of it
* @param z_range subset the vertical dimension, or null if you want all of it
* @param bbox a lat/lon bounding box, or null if you want all x,y
* @param z_stride use only if z_range is null, then take all z with this stride (1 means all)
* @param y_stride use this stride on the y coordinate (1 means all)
* @param x_stride use this stride on the x coordinate (1 means all)
* @return subsetted GeoGrid
* @throws InvalidRangeException if bbox does not intersect GeoGrid
*/
public GeoGrid subset(
Range t_range, Range z_range, LatLonRect bbox, int z_stride, int y_stride, int x_stride)
throws InvalidRangeException {
if ((z_range == null) && (z_stride > 1)) {
Dimension zdim = getZDimension();
if (zdim != null) z_range = new Range(0, zdim.getLength() - 1, z_stride);
}
Range y_range = null, x_range = null;
if (bbox != null) {
List yx_ranges = gcs.getRangesFromLatLonRect(bbox);
y_range = (Range) yx_ranges.get(0);
x_range = (Range) yx_ranges.get(1);
}
if (y_stride > 1) {
if (y_range == null) {
Dimension ydim = getYDimension();
y_range = new Range(0, ydim.getLength() - 1, y_stride);
} else {
y_range = new Range(y_range.first(), y_range.last(), y_stride);
}
}
if (x_stride > 1) {
if (x_range == null) {
Dimension xdim = getXDimension();
x_range = new Range(0, xdim.getLength() - 1, x_stride);
} else {
x_range = new Range(x_range.first(), x_range.last(), x_stride);
}
}
return subset(t_range, z_range, y_range, x_range);
}
/**
* Constructor.
*
* @param dataset belongs to this dataset
* @param dsvar wraps this Variable
* @param gcs has this grid coordinate system
*/
public GeoGrid(GridDataset dataset, VariableDS dsvar, GridCoordSys gcs) {
this.dataset = dataset;
this.vs = dsvar;
this.gcs = gcs;
CoordinateAxis xaxis = gcs.getXHorizAxis();
if (xaxis instanceof CoordinateAxis1D) {
xDimOrgIndex = findDimension(gcs.getXHorizAxis().getDimension(0));
yDimOrgIndex = findDimension(gcs.getYHorizAxis().getDimension(0));
} else { // 2D case
yDimOrgIndex = findDimension(gcs.getXHorizAxis().getDimension(0));
xDimOrgIndex = findDimension(gcs.getXHorizAxis().getDimension(1));
}
if (gcs.getVerticalAxis() != null)
zDimOrgIndex = findDimension(gcs.getVerticalAxis().getDimension(0));
if (gcs.getTimeAxis() != null) {
if (gcs.getTimeAxis1D() != null)
tDimOrgIndex = findDimension(gcs.getTimeAxis1D().getDimension(0));
else tDimOrgIndex = findDimension(gcs.getTimeAxis().getDimension(1));
}
if (gcs.getEnsembleAxis() != null)
eDimOrgIndex = findDimension(gcs.getEnsembleAxis().getDimension(0));
if (gcs.getRunTimeAxis() != null)
rtDimOrgIndex = findDimension(gcs.getRunTimeAxis().getDimension(0));
// construct canonical dimension list
int count = 0;
this.mydims = new ArrayList<Dimension>();
if ((rtDimOrgIndex >= 0) && (rtDimOrgIndex != tDimOrgIndex)) {
mydims.add(dsvar.getDimension(rtDimOrgIndex));
rtDimNewIndex = count++;
}
if (eDimOrgIndex >= 0) {
mydims.add(dsvar.getDimension(eDimOrgIndex));
eDimNewIndex = count++;
}
if (tDimOrgIndex >= 0) {
mydims.add(dsvar.getDimension(tDimOrgIndex));
tDimNewIndex = count++;
}
if (zDimOrgIndex >= 0) {
mydims.add(dsvar.getDimension(zDimOrgIndex));
zDimNewIndex = count++;
}
if (yDimOrgIndex >= 0) {
mydims.add(dsvar.getDimension(yDimOrgIndex));
yDimNewIndex = count++;
}
if (xDimOrgIndex >= 0) {
mydims.add(dsvar.getDimension(xDimOrgIndex));
xDimNewIndex = count;
}
}
protected void makeFeatureVariables(StructureData featureData, boolean isExtended)
throws IOException {
// LOOK why not unlimited here ?
Dimension profileDim = writer.addDimension(null, profileDimName, nfeatures);
// Dimension profileDim = isExtendedModel ? writer.addUnlimitedDimension(profileDimName) :
// writer.addDimension(null, profileDimName, nprofiles);
// add the profile Variables using the profile dimension
List<VariableSimpleIF> profileVars = new ArrayList<>();
profileVars.add(
VariableSimpleImpl.makeScalar(latName, "profile latitude", CDM.LAT_UNITS, DataType.DOUBLE));
profileVars.add(
VariableSimpleImpl.makeScalar(
lonName, "profile longitude", CDM.LON_UNITS, DataType.DOUBLE));
profileVars.add(
VariableSimpleImpl.makeString(profileIdName, "profile identifier", null, id_strlen)
.add(new Attribute(CF.CF_ROLE, CF.PROFILE_ID))); // profileId:cf_role = "profile_id";
profileVars.add(
VariableSimpleImpl.makeScalar(
numberOfObsName, "number of obs for this profile", null, DataType.INT)
.add(
new Attribute(
CF.SAMPLE_DIMENSION, recordDimName))); // rowSize:sample_dimension = "obs"
profileVars.add(
VariableSimpleImpl.makeScalar(
profileTimeName,
"nominal time of profile",
timeUnit.getUnitsString(),
DataType.DOUBLE));
for (StructureMembers.Member m : featureData.getMembers()) {
VariableSimpleIF dv = getDataVar(m.getName());
if (dv != null) profileVars.add(dv);
}
if (isExtended) {
profileStruct =
(Structure)
writer.addVariable(null, profileStructName, DataType.STRUCTURE, profileDimName);
addCoordinatesExtended(profileStruct, profileVars);
} else {
addCoordinatesClassic(profileDim, profileVars, featureVarMap);
}
}
/** get the rank */
public int getRank() {
return mydims.size();
}
private void createStations(List<ucar.unidata.geoloc.Station> stnList) throws IOException {
int nstns = stnList.size();
// see if there's altitude, wmoId for any stations
for (int i = 0; i < nstns; i++) {
ucar.unidata.geoloc.Station stn = stnList.get(i);
// if (!Double.isNaN(stn.getAltitude()))
// useAlt = true;
if ((stn.getWmoId() != null) && (stn.getWmoId().trim().length() > 0)) useWmoId = true;
}
/* if (useAlt)
ncfile.addGlobalAttribute("altitude_coordinate", altName); */
// find string lengths
for (int i = 0; i < nstns; i++) {
ucar.unidata.geoloc.Station station = stnList.get(i);
name_strlen = Math.max(name_strlen, station.getName().length());
desc_strlen = Math.max(desc_strlen, station.getDescription().length());
if (useWmoId) wmo_strlen = Math.max(wmo_strlen, station.getName().length());
}
LatLonRect llbb = getBoundingBox(stnList);
ncfile.addGlobalAttribute(
"geospatial_lat_min", Double.toString(llbb.getLowerLeftPoint().getLatitude()));
ncfile.addGlobalAttribute(
"geospatial_lat_max", Double.toString(llbb.getUpperRightPoint().getLatitude()));
ncfile.addGlobalAttribute(
"geospatial_lon_min", Double.toString(llbb.getLowerLeftPoint().getLongitude()));
ncfile.addGlobalAttribute(
"geospatial_lon_max", Double.toString(llbb.getUpperRightPoint().getLongitude()));
// add the dimensions
Dimension recordDim = ncfile.addUnlimitedDimension(recordDimName);
recordDims.add(recordDim);
Dimension stationDim = ncfile.addDimension(stationDimName, nstns);
stationDims.add(stationDim);
// add the station Variables using the station dimension
Variable v = ncfile.addVariable(latName, DataType.DOUBLE, stationDimName);
ncfile.addVariableAttribute(v, new Attribute("units", "degrees_north"));
ncfile.addVariableAttribute(v, new Attribute("long_name", "station latitude"));
v = ncfile.addVariable(lonName, DataType.DOUBLE, stationDimName);
ncfile.addVariableAttribute(v, new Attribute("units", "degrees_east"));
ncfile.addVariableAttribute(v, new Attribute("long_name", "station longitude"));
if (useAlt) {
v = ncfile.addVariable(altName, DataType.DOUBLE, stationDimName);
ncfile.addVariableAttribute(v, new Attribute("units", "meters"));
ncfile.addVariableAttribute(v, new Attribute("long_name", "station altitude"));
}
v = ncfile.addStringVariable(idName, stationDims, name_strlen);
ncfile.addVariableAttribute(v, new Attribute("long_name", "station identifier"));
v = ncfile.addStringVariable(descName, stationDims, desc_strlen);
ncfile.addVariableAttribute(v, new Attribute("long_name", "station description"));
if (useWmoId) {
v = ncfile.addStringVariable(wmoName, stationDims, wmo_strlen);
ncfile.addVariableAttribute(v, new Attribute("long_name", "station WMO id"));
}
v = ncfile.addVariable(numProfilesName, DataType.INT, stationDimName);
ncfile.addVariableAttribute(
v, new Attribute("long_name", "number of profiles in linked list for this station"));
v = ncfile.addVariable(firstProfileName, DataType.INT, stationDimName);
ncfile.addVariableAttribute(
v, new Attribute("long_name", "index of first profile in linked list for this station"));
}
/**
* Add this coord as a variable in the netCDF file
*
* @param ncfile netCDF file to add to
* @param g group in file
*/
void addToNetcdfFile(NetcdfFile ncfile, Group g) {
if (dontUseVertical) {
typicalRecord = null;
return;
}
if (g == null) {
g = ncfile.getRootGroup();
}
// coordinate axis
Variable v = new Variable(ncfile, g, null, getVariableName());
v.setDataType(DataType.DOUBLE);
String desc = lookup.getLevelDescription(typicalRecord);
if (lookup instanceof Grib2GridTableLookup && usesBounds) {
desc = "Layer between " + desc;
}
v.addAttribute(new Attribute("long_name", desc));
v.addAttribute(new Attribute("units", lookup.getLevelUnit(typicalRecord)));
// positive attribute needed for CF-1 Height and Pressure
if (positive != null) {
v.addAttribute(new Attribute("positive", positive));
}
if (units != null) {
AxisType axisType;
if (SimpleUnit.isCompatible("millibar", units)) {
axisType = AxisType.Pressure;
} else if (SimpleUnit.isCompatible("m", units)) {
axisType = AxisType.Height;
} else {
axisType = AxisType.GeoZ;
}
if (lookup instanceof Grib2GridTableLookup || lookup instanceof Grib1GridTableLookup) {
v.addAttribute(
new Attribute("GRIB_level_type", Integer.toString(typicalRecord.getLevelType1())));
} else {
v.addAttribute(
new Attribute("level_type", Integer.toString(typicalRecord.getLevelType1())));
}
v.addAttribute(new Attribute(_Coordinate.AxisType, axisType.toString()));
}
if (coordValues == null) {
coordValues = new double[levels.size()];
for (int i = 0; i < levels.size(); i++) {
LevelCoord lc = (LevelCoord) levels.get(i);
coordValues[i] = lc.mid;
}
}
Array dataArray = Array.factory(DataType.DOUBLE, new int[] {coordValues.length}, coordValues);
v.setDimensions(getVariableName());
v.setCachedData(dataArray, true);
ncfile.addVariable(g, v);
if (usesBounds) {
String boundsDimName = "bounds_dim";
if (g.findDimension(boundsDimName) == null) {
ncfile.addDimension(g, new Dimension(boundsDimName, 2, true));
}
String bname = getVariableName() + "_bounds";
v.addAttribute(new Attribute("bounds", bname));
v.addAttribute(new Attribute(_Coordinate.ZisLayer, "true"));
Variable b = new Variable(ncfile, g, null, bname);
b.setDataType(DataType.DOUBLE);
b.setDimensions(getVariableName() + " " + boundsDimName);
b.addAttribute(new Attribute("long_name", "bounds for " + v.getName()));
b.addAttribute(new Attribute("units", lookup.getLevelUnit(typicalRecord)));
Array boundsArray = Array.factory(DataType.DOUBLE, new int[] {coordValues.length, 2});
ucar.ma2.Index ima = boundsArray.getIndex();
for (int i = 0; i < coordValues.length; i++) {
LevelCoord lc = (LevelCoord) levels.get(i);
boundsArray.setDouble(ima.set(i, 0), lc.value1);
boundsArray.setDouble(ima.set(i, 1), lc.value2);
}
b.setCachedData(boundsArray, true);
ncfile.addVariable(g, b);
}
if (factors != null) {
// check if already created
if (g == null) {
g = ncfile.getRootGroup();
}
if (g.findVariable("hybrida") != null) return;
v.addAttribute(new Attribute("standard_name", "atmosphere_hybrid_sigma_pressure_coordinate"));
v.addAttribute(new Attribute("formula_terms", "ap: hybrida b: hybridb ps: Pressure"));
// create hybrid factor variables
// add hybrida variable
Variable ha = new Variable(ncfile, g, null, "hybrida");
ha.setDataType(DataType.DOUBLE);
ha.addAttribute(new Attribute("long_name", "level_a_factor"));
ha.addAttribute(new Attribute("units", ""));
ha.setDimensions(getVariableName());
// add data
int middle = factors.length / 2;
double[] adata;
double[] bdata;
if (levels.size() < middle) { // only partial data wanted
adata = new double[levels.size()];
bdata = new double[levels.size()];
} else {
adata = new double[middle];
bdata = new double[middle];
}
for (int i = 0; i < middle && i < levels.size(); i++) adata[i] = factors[i];
Array haArray = Array.factory(DataType.DOUBLE, new int[] {adata.length}, adata);
ha.setCachedData(haArray, true);
ncfile.addVariable(g, ha);
// add hybridb variable
Variable hb = new Variable(ncfile, g, null, "hybridb");
hb.setDataType(DataType.DOUBLE);
hb.addAttribute(new Attribute("long_name", "level_b_factor"));
hb.addAttribute(new Attribute("units", ""));
hb.setDimensions(getVariableName());
// add data
for (int i = 0; i < middle && i < levels.size(); i++) bdata[i] = factors[i + middle];
Array hbArray = Array.factory(DataType.DOUBLE, new int[] {bdata.length}, bdata);
hb.setCachedData(hbArray, true);
ncfile.addVariable(g, hb);
/* // TODO: delete next time modifying code
double[] adata = new double[ middle ];
for( int i = 0; i < middle; i++ )
adata[ i ] = factors[ i ];
Array haArray = Array.factory(DataType.DOUBLE, new int[]{adata.length}, adata);
ha.setCachedData(haArray, true);
ncfile.addVariable(g, ha);
// add hybridb variable
Variable hb = new Variable(ncfile, g, null, "hybridb");
hb.setDataType(DataType.DOUBLE);
hb.addAttribute(new Attribute("long_name", "level_b_factor" ));
//hb.addAttribute(new Attribute("standard_name", "atmosphere_hybrid_sigma_pressure_coordinate" ));
hb.addAttribute(new Attribute("units", ""));
hb.setDimensions(getVariableName());
// add data
double[] bdata = new double[ middle ];
for( int i = 0; i < middle; i++ )
bdata[ i ] = factors[ i + middle ];
Array hbArray = Array.factory(DataType.DOUBLE, new int[]{bdata.length}, bdata);
hb.setCachedData(hbArray, true);
ncfile.addVariable(g, hb);
*/
}
}
/**
* Get the number of levels
*
* @return number of levels
*/
int getNLevels() {
return dontUseVertical ? 1 : levels.size();
}
// @todo Make sure units are degrees_east
public Array getLongitude(Range range) throws IOException, InvalidRangeException {
List section = new ArrayList(1);
section.add(range);
return (lonVar.read(section));
}
public List getTrajectories() // throws IOException;
{
List l = new ArrayList();
l.add(trajectory);
return (l);
}
public List getTrajectoryIds() {
List l = new ArrayList();
l.add(trajectoryId);
return (l);
}
/**
* get the ith dimension
*
* @param i : which dimension
* @return ith Dimension
*/
public Dimension getDimension(int i) {
if ((i < 0) || (i >= mydims.size())) return null;
return mydims.get(i);
}
private void writeDataFinish() throws IOException {
// finish global variables
ArrayInt.D0 totalArray = new ArrayInt.D0();
totalArray.set(profileIndex);
try {
ncfile.write(numProfilesTotalName, totalArray);
} catch (InvalidRangeException e) {
e.printStackTrace();
throw new IllegalStateException(e);
}
// finish the station data
int nstns = stnList.size();
ArrayInt.D1 firstProfileArray = new ArrayInt.D1(nstns);
ArrayInt.D1 numProfileArray = new ArrayInt.D1(nstns);
ArrayInt.D1 nextProfileArray = new ArrayInt.D1(nprofiles);
for (int i = 0; i < stnList.size(); i++) {
ucar.unidata.geoloc.Station stn = stnList.get(i);
StationTracker tracker = stationMap.get(stn.getName());
numProfileArray.set(i, tracker.numChildren);
int first = (tracker.link.size() > 0) ? tracker.link.get(0) : -1;
firstProfileArray.set(i, first);
if (tracker.link.size() > 0) {
// construct forward link
List<Integer> nextList = tracker.link;
for (int j = 0; j < nextList.size() - 1; j++) {
Integer curr = nextList.get(j);
Integer next = nextList.get(j + 1);
nextProfileArray.set(curr, next);
}
Integer curr = nextList.get(nextList.size() - 1);
nextProfileArray.set(curr, -1);
}
}
try {
ncfile.write(firstProfileName, firstProfileArray);
ncfile.write(numProfilesName, numProfileArray);
ncfile.write(nextProfileName, nextProfileArray);
} catch (InvalidRangeException e) {
e.printStackTrace();
throw new IllegalStateException(e);
}
// finish the profile data
ArrayInt.D1 nextObsArray = new ArrayInt.D1(recno);
ArrayInt.D1 firstObsArray = new ArrayInt.D1(nprofiles);
ArrayInt.D1 numObsArray = new ArrayInt.D1(nprofiles);
for (int i = 0; i < stnList.size(); i++) {
ucar.unidata.geoloc.Station stn = stnList.get(i);
StationTracker stnTracker = stationMap.get(stn.getName());
Set<Date> dates = stnTracker.profileMap.keySet();
for (Date date : dates) {
ProfileTracker proTracker = stnTracker.profileMap.get(date);
int trackerIndex = proTracker.parent_index;
numObsArray.set(trackerIndex, proTracker.numChildren);
int first = (proTracker.link.size() > 0) ? proTracker.link.get(0) : -1;
firstObsArray.set(trackerIndex, first);
if (proTracker.link.size() > 0) {
// construct forward link
List<Integer> nextList = proTracker.link;
for (int j = 0; j < nextList.size() - 1; j++) {
Integer curr = nextList.get(j);
Integer next = nextList.get(j + 1);
nextObsArray.set(curr, next);
}
Integer curr = nextList.get(nextList.size() - 1);
nextObsArray.set(curr, -1);
}
}
}
try {
ncfile.write(firstObsName, firstObsArray);
ncfile.write(numObsName, numObsArray);
ncfile.write(nextObsName, nextObsArray);
} catch (InvalidRangeException e) {
e.printStackTrace();
throw new IllegalStateException(e);
}
// finish the obs data
ncfile.updateAttribute(
null, new Attribute("time_coverage_start", dateFormatter.toDateTimeStringISO(minDate)));
ncfile.updateAttribute(
null, new Attribute("time_coverage_end", dateFormatter.toDateTimeStringISO(maxDate)));
}
/**
* This reads an arbitrary data slice, returning the data in canonical order (rt-e-t-z-y-x). If
* any dimension does not exist, ignore it.
*
* @param rt if < 0, get all of runtime dim; if valid index, fix slice to that value.
* @param e if < 0, get all of ensemble dim; if valid index, fix slice to that value.
* @param t if < 0, get all of time dim; if valid index, fix slice to that value.
* @param z if < 0, get all of z dim; if valid index, fix slice to that value.
* @param y if < 0, get all of y dim; if valid index, fix slice to that value.
* @param x if < 0, get all of x dim; if valid index, fix slice to that value.
* @return data[rt,e,t,z,y,x], eliminating missing or fixed dimension.
*/
public Array readDataSlice(int rt, int e, int t, int z, int y, int x) throws java.io.IOException {
int rank = vs.getRank();
int[] start = new int[rank];
int[] shape = new int[rank];
for (int i = 0; i < rank; i++) {
start[i] = 0;
shape[i] = 1;
}
Dimension xdim = getXDimension();
Dimension ydim = getYDimension();
Dimension zdim = getZDimension();
Dimension tdim = getTimeDimension();
Dimension edim = getEnsembleDimension();
Dimension rtdim = getRunTimeDimension();
// construct the shape of the data volume to be read
if (rtdim != null) {
if ((rt >= 0) && (rt < rtdim.getLength())) start[rtDimOrgIndex] = rt; // fix rt
else {
shape[rtDimOrgIndex] = rtdim.getLength(); // all of rt
}
}
if (edim != null) {
if ((e >= 0) && (e < edim.getLength())) start[eDimOrgIndex] = e; // fix e
else {
shape[eDimOrgIndex] = edim.getLength(); // all of e
}
}
if (tdim != null) {
if ((t >= 0) && (t < tdim.getLength())) start[tDimOrgIndex] = t; // fix t
else {
shape[tDimOrgIndex] = tdim.getLength(); // all of t
}
}
if (zdim != null) {
if ((z >= 0) && (z < zdim.getLength())) start[zDimOrgIndex] = z; // fix z
else {
shape[zDimOrgIndex] = zdim.getLength(); // all of z
}
}
if (ydim != null) {
if ((y >= 0) && (y < ydim.getLength())) start[yDimOrgIndex] = y; // fix y
else {
shape[yDimOrgIndex] = ydim.getLength(); // all of y
}
}
if (xdim != null) {
if ((x >= 0) && (x < xdim.getLength())) // all of x
start[xDimOrgIndex] = x; // fix x
else {
shape[xDimOrgIndex] = xdim.getLength(); // all of x
}
}
if (debugArrayShape) {
System.out.println("read shape from org variable = ");
for (int i = 0; i < rank; i++)
System.out.println(
" start = "
+ start[i]
+ " shape = "
+ shape[i]
+ " name = "
+ vs.getDimension(i).getName());
}
// read it
Array dataVolume;
try {
dataVolume = vs.read(start, shape);
} catch (Exception ex) {
log.error(
"GeoGrid.getdataSlice() on dataset " + getFullName() + " " + dataset.getLocation(), ex);
throw new java.io.IOException(ex.getMessage());
}
// LOOK: the real problem is the lack of named dimensions in the Array object
// figure out correct permutation for canonical ordering for permute
List<Dimension> oldDims = new ArrayList<Dimension>(vs.getDimensions());
int[] permuteIndex = new int[dataVolume.getRank()];
int count = 0;
if (oldDims.contains(rtdim)) permuteIndex[count++] = oldDims.indexOf(rtdim);
if (oldDims.contains(edim)) permuteIndex[count++] = oldDims.indexOf(edim);
if (oldDims.contains(tdim)) permuteIndex[count++] = oldDims.indexOf(tdim);
if (oldDims.contains(zdim)) permuteIndex[count++] = oldDims.indexOf(zdim);
if (oldDims.contains(ydim)) permuteIndex[count++] = oldDims.indexOf(ydim);
if (oldDims.contains(xdim)) permuteIndex[count] = oldDims.indexOf(xdim);
if (debugArrayShape) {
System.out.println("oldDims = ");
for (Dimension oldDim : oldDims) System.out.println(" oldDim = " + oldDim.getName());
System.out.println("permute dims = ");
for (int aPermuteIndex : permuteIndex)
System.out.println(" oldDim index = " + aPermuteIndex);
}
// check to see if we need to permute
boolean needPermute = false;
for (int i = 0; i < permuteIndex.length; i++) {
if (i != permuteIndex[i]) needPermute = true;
}
// permute to the order rt,e,t,z,y,x
if (needPermute) dataVolume = dataVolume.permute(permuteIndex);
// eliminate fixed dimensions, but not all dimensions of length 1.
count = 0;
if (rtdim != null) {
if (rt >= 0) dataVolume = dataVolume.reduce(count);
else count++;
}
if (edim != null) {
if (e >= 0) dataVolume = dataVolume.reduce(count);
else count++;
}
if (tdim != null) {
if (t >= 0) dataVolume = dataVolume.reduce(count);
else count++;
}
if (zdim != null) {
if (z >= 0) dataVolume = dataVolume.reduce(count);
else count++;
}
if (ydim != null) {
if (y >= 0) dataVolume = dataVolume.reduce(count);
else count++;
}
if (xdim != null) {
if (x >= 0) dataVolume = dataVolume.reduce(count);
}
return dataVolume;
}
public static void main(String args[]) throws Exception {
long start = System.currentTimeMillis();
Map<String, ucar.unidata.geoloc.Station> staHash =
new HashMap<String, ucar.unidata.geoloc.Station>();
String location = "R:/testdata/sounding/netcdf/Upperair_20070401_0000.nc";
NetcdfDataset ncfile = NetcdfDataset.openDataset(location);
ncfile.sendIospMessage(NetcdfFile.IOSP_MESSAGE_ADD_RECORD_STRUCTURE);
// look through record varibles, for those that have "manLevel" dimension
// make a StructureData object for those
StructureMembers sm = new StructureMembers("manLevel");
Dimension manDim = ncfile.findDimension("manLevel");
Structure record = (Structure) ncfile.findVariable("record");
List<Variable> allList = record.getVariables();
List<VariableSimpleIF> varList = new ArrayList<VariableSimpleIF>();
for (Variable v : allList) {
if ((v.getRank() == 1) && v.getDimension(0).equals(manDim)) {
// public VariableDS(NetcdfDataset ds, Group group, Structure parentStructure, String
// shortName, DataType dataType,
// String dims, String units, String desc) {
varList.add(
new VariableDS(
ncfile,
null,
null,
v.getShortName(),
v.getDataType(),
"",
v.getUnitsString(),
v.getDescription()));
// (String name, String desc, String units, DataType dtype, int []shape)
sm.addMember(
v.getShortName(),
v.getDescription(),
v.getUnitsString(),
v.getDataType(),
new int[0]); // scalar
}
}
ArrayStructureMA manAS = new ArrayStructureMA(sm, new int[] {manDim.getLength()});
// need the date units
Variable time = ncfile.findVariable("synTime");
String timeUnits = ncfile.findAttValueIgnoreCase(time, "units", null);
timeUnits = StringUtil.remove(timeUnits, '('); // crappy fsl'ism
timeUnits = StringUtil.remove(timeUnits, ')');
DateUnit timeUnit = new DateUnit(timeUnits);
// extract stations
int nrecs = 0;
StructureDataIterator iter = record.getStructureIterator();
while (iter.hasNext()) {
StructureData sdata = iter.next();
String name = sdata.getScalarString("staName");
ucar.unidata.geoloc.Station s = staHash.get(name);
if (s == null) {
float lat = sdata.convertScalarFloat("staLat");
float lon = sdata.convertScalarFloat("staLon");
float elev = sdata.convertScalarFloat("staElev");
s = new StationImpl(name, "", lat, lon, elev);
staHash.put(name, s);
}
nrecs++;
}
List<ucar.unidata.geoloc.Station> stnList =
Arrays.asList(staHash.values().toArray(new ucar.unidata.geoloc.Station[staHash.size()]));
Collections.sort(stnList);
// create the writer
WriterProfileObsDataset writer =
new WriterProfileObsDataset(location + ".out", "rewrite " + location);
writer.writeHeader(stnList, varList, nrecs, "prMan");
// extract records
iter = record.getStructureIterator();
while (iter.hasNext()) {
StructureData sdata = iter.next();
String name = sdata.getScalarString("staName");
double timeValue = sdata.convertScalarDouble("synTime");
Date date = timeUnit.makeDate(timeValue);
// transfer to the ArrayStructure
List<String> names = sm.getMemberNames();
for (String mname : names) {
manAS.setMemberArray(mname, sdata.getArray(mname));
}
// each level is weritten as a seperate structure
int numMand = sdata.getScalarInt("numMand");
if (numMand >= manDim.getLength()) continue;
for (int i = 0; i < numMand; i++) {
StructureData useData = manAS.getStructureData(i);
writer.writeRecord(name, date, useData);
}
}
writer.finish();
long took = System.currentTimeMillis() - start;
System.out.println("That took = " + took);
}
private void makeCoordinateDataWithMissing(
int datatype,
Variable time,
Variable elev,
Variable azi,
Variable nradialsVar,
Variable ngatesVar,
List groups) {
Array timeData = Array.factory(time.getDataType().getPrimitiveClassType(), time.getShape());
Index timeIndex = timeData.getIndex();
Array elevData = Array.factory(elev.getDataType().getPrimitiveClassType(), elev.getShape());
Index elevIndex = elevData.getIndex();
Array aziData = Array.factory(azi.getDataType().getPrimitiveClassType(), azi.getShape());
Index aziIndex = aziData.getIndex();
Array nradialsData =
Array.factory(nradialsVar.getDataType().getPrimitiveClassType(), nradialsVar.getShape());
IndexIterator nradialsIter = nradialsData.getIndexIterator();
Array ngatesData =
Array.factory(ngatesVar.getDataType().getPrimitiveClassType(), ngatesVar.getShape());
IndexIterator ngatesIter = ngatesData.getIndexIterator();
// first fill with missing data
IndexIterator ii = timeData.getIndexIterator();
while (ii.hasNext()) ii.setIntNext(MISSING_INT);
ii = elevData.getIndexIterator();
while (ii.hasNext()) ii.setFloatNext(MISSING_FLOAT);
ii = aziData.getIndexIterator();
while (ii.hasNext()) ii.setFloatNext(MISSING_FLOAT);
// now set the coordinate variables from the Cinrad2Record radial
int last_msecs = Integer.MIN_VALUE;
int nscans = groups.size();
try {
for (int scan = 0; scan < nscans; scan++) {
List scanGroup = (List) groups.get(scan);
int nradials = scanGroup.size();
Cinrad2Record first = null;
for (int j = 0; j < nradials; j++) {
Cinrad2Record r = (Cinrad2Record) scanGroup.get(j);
if (first == null) first = r;
int radial = r.radial_num - 1;
timeData.setInt(timeIndex.set(scan, radial), r.data_msecs);
elevData.setFloat(elevIndex.set(scan, radial), r.getElevation());
aziData.setFloat(aziIndex.set(scan, radial), r.getAzimuth());
if (r.data_msecs < last_msecs)
logger.warn("makeCoordinateData time out of order " + r.data_msecs);
last_msecs = r.data_msecs;
}
nradialsIter.setIntNext(nradials);
ngatesIter.setIntNext(first.getGateCount(datatype));
}
} catch (java.lang.ArrayIndexOutOfBoundsException ae) {
logger.debug("Cinrad2IOSP.uncompress ", ae);
}
time.setCachedData(timeData, false);
elev.setCachedData(elevData, false);
azi.setCachedData(aziData, false);
nradialsVar.setCachedData(nradialsData, false);
ngatesVar.setCachedData(ngatesData, false);
}
