private int addAttributes(opendap.dap.AttributeTable table, Variable v, Iterator iter) {
int count = 0;
// add attribute table for this variable
while (iter.hasNext()) {
Attribute att = (Attribute) iter.next();
int dods_type = DODSNetcdfFile.convertToDODSType(att.getDataType(), false);
try {
String attName = NcDDS.escapeName(att.getName());
if (att.isString()) {
/* FIX String value = escapeAttributeStringValues(att.getStringValue());
table.appendAttribute(attName, dods_type, "\""+value+"\"");
*/
table.appendAttribute(attName, dods_type, att.getStringValue());
} else {
// cant send signed bytes
if (att.getDataType() == DataType.BYTE) {
boolean signed = false;
for (int i = 0; i < att.getLength(); i++) {
if (att.getNumericValue(i).byteValue() < 0) signed = true;
}
if (signed) // promote to signed short
dods_type = opendap.dap.Attribute.INT16;
}
for (int i = 0; i < att.getLength(); i++)
table.appendAttribute(attName, dods_type, att.getNumericValue(i).toString());
}
count++;
} catch (Exception e) {
log.error(
"Error appending attribute " + att.getName() + " = " + att.getStringValue() + "\n" + e);
}
} // loop over variable attributes
// kludgy thing to map char arrays to DODS Strings
if ((v != null) && (v.getDataType().getPrimitiveClassType() == char.class)) {
int rank = v.getRank();
int strlen = (rank == 0) ? 0 : v.getShape(rank - 1);
Dimension dim = (rank == 0) ? null : v.getDimension(rank - 1);
try {
opendap.dap.AttributeTable dodsTable = table.appendContainer("DODS");
dodsTable.appendAttribute("strlen", opendap.dap.Attribute.INT32, Integer.toString(strlen));
if ((dim != null) && dim.isShared())
dodsTable.appendAttribute("dimName", opendap.dap.Attribute.STRING, dim.getName());
count++;
} catch (Exception e) {
log.error("Error appending attribute strlen\n" + e);
}
}
return count;
}
public static boolean isValidFile(NetcdfFile ds) {
Attribute cdmDtAtt = ds.findGlobalAttributeIgnoreCase("cdm_data_type");
if (cdmDtAtt == null) cdmDtAtt = ds.findGlobalAttributeIgnoreCase("cdm_datatype");
if (cdmDtAtt == null) return false;
if (!cdmDtAtt.isString()) return false;
String cdmDtString = cdmDtAtt.getStringValue();
if (cdmDtString == null) return false;
if (!cdmDtString.equalsIgnoreCase(FeatureType.TRAJECTORY.toString())) return false;
Attribute conventionsAtt = ds.findGlobalAttributeIgnoreCase("Conventions");
if (conventionsAtt == null) return (false);
if (!conventionsAtt.isString()) return (false);
String convString = conventionsAtt.getStringValue();
StringTokenizer stoke = new StringTokenizer(convString, ",");
while (stoke.hasMoreTokens()) {
String toke = stoke.nextToken().trim();
if (toke.equalsIgnoreCase("Unidata Observation Dataset v1.0")) return true;
}
return false;
}
/**
* Is this the right format for this adapter
*
* @param ncd NetcdfDataset to check
* @return true if the right format
*/
public static boolean isValidFile(NetcdfDataset ncd) {
// return (buildConfig(ncd) != null);
// Check for "center" attribute w/ value of "UCAR/CDAAC".
Attribute attrib = ncd.findGlobalAttributeIgnoreCase("center");
if (attrib == null) {
return false;
}
if (!attrib.isString()) {
return false;
}
if (!attrib.getStringValue().equals("UCAR/CDAAC")) {
return false;
}
return true;
}
MetadataAttribute attributeToMetadata(Attribute attribute) {
final int productDataType = getProductDataType(attribute.getDataType(), false, false);
if (productDataType != -1) {
ProductData productData;
if (attribute.isString()) {
productData = ProductData.createInstance(attribute.getStringValue());
} else if (attribute.isArray()) {
productData = ProductData.createInstance(productDataType, attribute.getLength());
productData.setElems(attribute.getValues().getStorage());
} else {
productData = ProductData.createInstance(productDataType, 1);
productData.setElems(attribute.getValues().getStorage());
}
return new MetadataAttribute(attribute.getShortName(), productData, true);
}
return null;
}
/** Instances which have same content are equal. */
@Override
public boolean equals(Object o) {
if (this == o) return true;
if ((o == null) || !(o instanceof Attribute)) return false;
final Attribute att = (Attribute) o;
if (!name.equals(att.name)) return false;
if (nelems != att.nelems) return false;
if (!dataType.equals(att.dataType)) return false;
if (svalue != null) return svalue.equals(att.getStringValue());
if (values != null) {
for (int i = 0; i < getLength(); i++) {
int r1 = isString() ? getStringValue(i).hashCode() : getNumericValue(i).hashCode();
int r2 =
att.isString() ? att.getStringValue(i).hashCode() : att.getNumericValue(i).hashCode();
if (r1 != r2) return false;
}
}
return true;
}
public void testCoordVar(NetcdfFile ncfile) {
Variable lat = ncfile.findVariable("lat");
assert null != lat;
assert lat.getShortName().equals("lat");
assert lat.getRank() == 1;
assert lat.getSize() == 3;
assert lat.getShape()[0] == 3;
assert lat.getDataType() == DataType.FLOAT;
assert !lat.isUnlimited();
assert lat.getDimension(0).equals(ncfile.findDimension("lat"));
Attribute att = lat.findAttribute("units");
assert null != att;
assert !att.isArray();
assert att.isString();
assert att.getDataType() == DataType.STRING;
assert att.getStringValue().equals("degrees_north");
assert att.getNumericValue() == null;
assert att.getNumericValue(3) == null;
try {
Array data = lat.read();
assert data.getRank() == 1;
assert data.getSize() == 3;
assert data.getShape()[0] == 3;
assert data.getElementType() == float.class;
IndexIterator dataI = data.getIndexIterator();
assert TestUtils.close(dataI.getDoubleNext(), 41.0);
assert TestUtils.close(dataI.getDoubleNext(), 40.0);
assert TestUtils.close(dataI.getDoubleNext(), 39.0);
} catch (IOException io) {
}
}
/**
* Build the configuration from the dataset
*
* @param ncd NetcdfDataset
* @return the trajectory configuration
*/
private static Config buildConfig(NetcdfDataset ncd) {
// already did this in isValid, but we'll keep here for later refactor
Attribute attrib = ncd.findGlobalAttributeIgnoreCase("center");
if (attrib == null) {
return null;
}
if (!attrib.isString()) {
return null;
}
if (!attrib.getStringValue().equals("UCAR/CDAAC")) {
return null;
}
// Check for start_time, stop_time
attrib = ncd.findGlobalAttributeIgnoreCase("start_time");
if (attrib == null) {
return null;
}
if (attrib.isString()) {
return null;
}
double startTime = attrib.getNumericValue().doubleValue();
attrib = ncd.findGlobalAttributeIgnoreCase("stop_time");
if (attrib == null) {
return null;
}
if (attrib.isString()) {
return null;
}
double endTime = attrib.getNumericValue().doubleValue();
// Check that only one dimension and that it is the alt dimension.
List list = ncd.getRootGroup().getDimensions();
if (list.size() != 1) {
return null;
}
Dimension d = (Dimension) list.get(0);
if (!d.getName().equals(timeDimName)) {
return null;
}
Config trajConfig = new Config();
trajConfig.setTimeDim(d);
// Check for latitude variable with time dimension and units convertable to "degrees_north".
Variable var = ncd.getRootGroup().findVariable(latVarName);
if (var == null) {
return null;
}
list = var.getDimensions();
if (list.size() != 1) {
return null;
}
d = (Dimension) list.get(0);
if (!d.getName().equals(timeDimName)) {
return null;
}
String units = var.findAttribute("units").getStringValue();
if (!SimpleUnit.isCompatible(units, "degrees_north")) {
return null;
}
trajConfig.setLatVar(var);
// Make the time Variable
int numTimes = d.getLength();
double[] times = new double[numTimes];
// Variable timeVar = new Variable(var);
// timeVar.setName(timeVarName);
VariableDS timeVar =
new VariableDS(
ncd,
ncd.getRootGroup(),
null,
timeVarName,
DataType.DOUBLE,
timeDimName,
"seconds since 1980-01-06 00:00:00",
"Time coordinate");
// Variable timeVar = new Variable(ncd, ncd.getRootGroup(), null,
// timeVarName);
// timeVar.setDataType(DataType.DOUBLE);
// timeVar.setDimensions(list);
// Attribute newUnits =
// new Attribute("units", "seconds since 1980-01-06 00:00:00");
// timeVar.addAttribute(newUnits);
timeVar.setCachedData(
Array.makeArray(DataType.DOUBLE, numTimes, endTime, ((startTime - endTime) / numTimes)),
true);
ncd.addVariable(ncd.getRootGroup(), timeVar);
trajConfig.setTimeVar(timeVar);
// Check for longitude variable with time dimension and units convertable to "degrees_east".
var = ncd.getRootGroup().findVariable(lonVarName);
if (var == null) {
return null;
}
list = var.getDimensions();
if (list.size() != 1) {
return null;
}
d = (Dimension) list.get(0);
if (!d.getName().equals(timeDimName)) {
return null;
}
units = var.findAttribute("units").getStringValue();
if (!SimpleUnit.isCompatible(units, "degrees_east")) {
return null;
}
trajConfig.setLonVar(var);
// Check for altitude variable with time dimension and units convertable to "m".
var = ncd.getRootGroup().findVariable(elevVarName);
if (var == null) {
return null;
}
list = var.getDimensions();
if (list.size() != 1) {
return null;
}
d = (Dimension) list.get(0);
if (!d.getName().equals(timeDimName)) {
return null;
}
units = var.findAttribute("units").getStringValue();
if (!SimpleUnit.isCompatible(units, "meters")) {
return null;
}
trajConfig.setElevVar(var);
trajConfig.setTrajectoryId(trajId);
return trajConfig;
}
/**
* Constructor. If scale/offset attributes are found, remove them from the decorated variable.
*
* @param forVar the Variable to decorate.
* @param useNaNs pre-fill isMissing() data with NaNs
* @param fillValueIsMissing use _FillValue for isMissing()
* @param invalidDataIsMissing use valid_range for isMissing()
* @param missingDataIsMissing use missing_value for isMissing()
*/
EnhanceScaleMissingImpl(
VariableDS forVar,
boolean useNaNs,
boolean fillValueIsMissing,
boolean invalidDataIsMissing,
boolean missingDataIsMissing) {
this.fillValueIsMissing = fillValueIsMissing;
this.invalidDataIsMissing = invalidDataIsMissing;
this.missingDataIsMissing = missingDataIsMissing;
// see if underlying variable has scale/offset already applied
Variable orgVar = forVar.getOriginalVariable();
if (orgVar instanceof VariableDS) {
VariableDS orgVarDS = (VariableDS) orgVar;
EnumSet<NetcdfDataset.Enhance> orgEnhanceMode = orgVarDS.getEnhanceMode();
if ((orgEnhanceMode != null) && orgEnhanceMode.contains(NetcdfDataset.Enhance.ScaleMissing))
return;
}
// the other possibility is that you want to apply scale and offset to a signed value, then
// declare the result unsigned
// this.isUnsigned = (orgVar != null) ? orgVar.isUnsigned() : forVar.isUnsigned();
this.isUnsigned = forVar.isUnsigned();
this.convertedDataType = forVar.getDataType();
DataType scaleType = null, missType = null, validType = null, fillType = null;
if (debug) System.out.println("EnhancementsImpl for Variable = " + forVar.getFullName());
Attribute att;
// scale and offset
if (null != (att = forVar.findAttribute(CDM.SCALE_FACTOR))) {
if (!att.isString()) {
scale = att.getNumericValue().doubleValue();
hasScaleOffset = true;
scaleType = att.getDataType();
forVar.remove(att);
if (debug) System.out.println("scale = " + scale + " type " + scaleType);
}
}
if (null != (att = forVar.findAttribute(CDM.ADD_OFFSET))) {
if (!att.isString()) {
offset = att.getNumericValue().doubleValue();
hasScaleOffset = true;
DataType offType = att.getDataType();
if (rank(offType) > rank(scaleType)) scaleType = offType;
forVar.remove(att);
if (debug) System.out.println("offset = " + offset);
}
}
////// missing data : valid_range. assume here its in units of unpacked data. correct this below
Attribute validRangeAtt;
if (null != (validRangeAtt = forVar.findAttribute(CDM.VALID_RANGE))) {
if (!validRangeAtt.isString() && validRangeAtt.getLength() > 1) {
valid_min = validRangeAtt.getNumericValue(0).doubleValue();
valid_max = validRangeAtt.getNumericValue(1).doubleValue();
hasValidRange = true;
validType = validRangeAtt.getDataType();
if (hasScaleOffset) forVar.remove(validRangeAtt);
if (debug) System.out.println("valid_range = " + valid_min + " " + valid_max);
}
}
Attribute validMinAtt = null, validMaxAtt = null;
if (!hasValidRange) {
if (null != (validMinAtt = forVar.findAttribute("valid_min"))) {
if (!validMinAtt.isString()) {
valid_min = validMinAtt.getNumericValue().doubleValue();
hasValidMin = true;
validType = validMinAtt.getDataType();
if (hasScaleOffset) forVar.remove(validMinAtt);
if (debug) System.out.println("valid_min = " + valid_min);
}
}
if (null != (validMaxAtt = forVar.findAttribute("valid_max"))) {
if (!validMaxAtt.isString()) {
valid_max = validMaxAtt.getNumericValue().doubleValue();
hasValidMax = true;
DataType t = validMaxAtt.getDataType();
if (rank(t) > rank(validType)) validType = t;
if (hasScaleOffset) forVar.remove(validMaxAtt);
if (debug) System.out.println("valid_min = " + valid_max);
}
}
}
boolean hasValidData = hasValidMin || hasValidMax || hasValidRange;
if (hasValidMin && hasValidMax) hasValidRange = true;
/// _FillValue
if ((null != (att = forVar.findAttribute(CDM.FILL_VALUE))) && !att.isString()) {
double[] values = getValueAsDouble(att); // LOOK double WTF ??
if (values.length > 0) {
fillValue = values[0];
hasFillValue = true;
fillType = att.getDataType();
if (hasScaleOffset) forVar.remove(att);
if (debug) System.out.println("missing_datum from _FillValue = " + fillValue);
}
}
/// missing_value
if (null != (att = forVar.findAttribute(CDM.MISSING_VALUE))) {
if (att.isString()) {
String svalue = att.getStringValue();
if (forVar.getDataType() == DataType.CHAR) {
missingValue = new double[1];
if (svalue.length() == 0) missingValue[0] = 0;
else missingValue[0] = svalue.charAt(0);
missType = DataType.CHAR;
hasMissingValue = true;
} else { // not a CHAR - try to fix problem where they use a numeric value as a String
// attribute
try {
missingValue = new double[1];
missingValue[0] = Double.parseDouble(svalue);
missType = att.getDataType();
hasMissingValue = true;
} catch (NumberFormatException ex) {
if (debug)
System.out.println(
"String missing_value not parsable as double= " + att.getStringValue());
}
}
} else { // not a string
missingValue = getValueAsDouble(att);
missType = att.getDataType();
for (double mv : missingValue)
if (!Double.isNaN(mv))
hasMissingValue = true; // dont need to do anything if its already a NaN
}
if (hasScaleOffset) forVar.remove(att);
}
// missing
boolean hasMissing =
(invalidDataIsMissing && hasValidData)
|| (fillValueIsMissing && hasFillValue)
|| (missingDataIsMissing && hasMissingValue);
/// assign convertedDataType if needed
if (hasScaleOffset) {
convertedDataType = forVar.getDataType();
if (hasMissing) {
// has missing data : must be float or double
if (rank(scaleType) > rank(convertedDataType)) convertedDataType = scaleType;
if (missingDataIsMissing && rank(missType) > rank(convertedDataType))
convertedDataType = missType;
if (fillValueIsMissing && rank(fillType) > rank(convertedDataType))
convertedDataType = fillType;
if (invalidDataIsMissing && rank(validType) > rank(convertedDataType))
convertedDataType = validType;
if (rank(convertedDataType) < rank(DataType.DOUBLE)) convertedDataType = DataType.FLOAT;
} else {
// no missing data; can use wider of data and scale
if (rank(scaleType) > rank(convertedDataType)) convertedDataType = scaleType;
}
if (debug) System.out.println("assign dataType = " + convertedDataType);
// validData may be external or internal
if (hasValidData) {
DataType orgType = forVar.getDataType();
// If valid_range is the same type as scale_factor (actually the wider of
// scale_factor and add_offset) and this is wider than the external data, then it
// will be interpreted as being in the units of the internal (unpacked) data.
// Otherwise it is in the units of the external (unpacked) data.
// we assumed unpacked data above, redo if its really packed data
if (!((rank(validType) == rank(scaleType)) && (rank(scaleType) >= rank(orgType)))) {
if (validRangeAtt != null) {
double[] values = getValueAsDouble(validRangeAtt);
valid_min = values[0];
valid_max = values[1];
} else {
if (validMinAtt != null) {
double[] values = getValueAsDouble(validMinAtt);
valid_min = values[0];
}
if (validMaxAtt != null) {
double[] values = getValueAsDouble(validMaxAtt);
valid_max = values[0];
}
}
}
}
}
if (hasMissing
&& ((convertedDataType == DataType.DOUBLE) || (convertedDataType == DataType.FLOAT)))
this.useNaNs = useNaNs;
if (debug) System.out.println("this.useNaNs = " + this.useNaNs);
}
Write2ncRect(NetcdfFile bufr, String fileOutName, boolean fill)
throws IOException, InvalidRangeException {
NetcdfFileWriteable ncfile = NetcdfFileWriteable.createNew(fileOutName, fill);
if (debug) {
System.out.println("FileWriter write " + bufr.getLocation() + " to " + fileOutName);
}
// global attributes
List<Attribute> glist = bufr.getGlobalAttributes();
for (Attribute att : glist) {
String useName = N3iosp.makeValidNetcdfObjectName(att.getName());
Attribute useAtt;
if (att.isArray()) useAtt = ncfile.addGlobalAttribute(useName, att.getValues());
else if (att.isString()) useAtt = ncfile.addGlobalAttribute(useName, att.getStringValue());
else useAtt = ncfile.addGlobalAttribute(useName, att.getNumericValue());
if (debug) System.out.println("add gatt= " + useAtt);
}
// global dimensions
Dimension recordDim = null;
Map<String, Dimension> dimHash = new HashMap<String, Dimension>();
for (Dimension oldD : bufr.getDimensions()) {
String useName = N3iosp.makeValidNetcdfObjectName(oldD.getName());
boolean isRecord = useName.equals("record");
Dimension newD = ncfile.addDimension(useName, oldD.getLength(), true, false, false);
dimHash.put(newD.getName(), newD);
if (isRecord) recordDim = newD;
if (debug) System.out.println("add dim= " + newD);
}
// Variables
Structure recordStruct = (Structure) bufr.findVariable(BufrIosp.obsRecord);
for (Variable oldVar : recordStruct.getVariables()) {
if (oldVar.getDataType() == DataType.STRUCTURE) continue;
String varName = N3iosp.makeValidNetcdfObjectName(oldVar.getShortName());
DataType newType = oldVar.getDataType();
List<Dimension> newDims = new ArrayList<Dimension>();
newDims.add(recordDim);
for (Dimension dim : oldVar.getDimensions()) {
newDims.add(ncfile.addDimension(oldVar.getShortName() + "_strlen", dim.getLength()));
}
Variable newVar = ncfile.addVariable(varName, newType, newDims);
if (debug) System.out.println("add var= " + newVar);
// attributes
List<Attribute> attList = oldVar.getAttributes();
for (Attribute att : attList) {
String useName = N3iosp.makeValidNetcdfObjectName(att.getName());
if (att.isArray()) ncfile.addVariableAttribute(varName, useName, att.getValues());
else if (att.isString())
ncfile.addVariableAttribute(varName, useName, att.getStringValue());
else ncfile.addVariableAttribute(varName, useName, att.getNumericValue());
}
}
// int max_seq = countSeq(recordStruct);
// Dimension seqD = ncfile.addDimension("level", max_seq);
for (Variable v : recordStruct.getVariables()) {
if (v.getDataType() != DataType.STRUCTURE) continue;
String structName = N3iosp.makeValidNetcdfObjectName(v.getShortName());
int shape[] = v.getShape();
Dimension structDim = ncfile.addDimension(structName, shape[0]);
Structure struct = (Structure) v;
for (Variable seqVar : struct.getVariables()) {
String varName = N3iosp.makeValidNetcdfObjectName(seqVar.getShortName() + "-" + structName);
DataType newType = seqVar.getDataType();
List<Dimension> newDims = new ArrayList<Dimension>();
newDims.add(recordDim);
newDims.add(structDim);
for (Dimension dim : seqVar.getDimensions()) {
newDims.add(ncfile.addDimension(seqVar.getShortName() + "_strlen", dim.getLength()));
}
Variable newVar = ncfile.addVariable(varName, newType, newDims);
if (debug) System.out.println("add var= " + newVar);
// attributes
List<Attribute> attList = seqVar.getAttributes();
for (Attribute att : attList) {
String useName = N3iosp.makeValidNetcdfObjectName(att.getName());
if (att.isArray()) ncfile.addVariableAttribute(varName, useName, att.getValues());
else if (att.isString())
ncfile.addVariableAttribute(varName, useName, att.getStringValue());
else ncfile.addVariableAttribute(varName, useName, att.getNumericValue());
}
}
}
// create the file
ncfile.create();
if (debug) System.out.println("File Out= " + ncfile.toString());
// boolean ok = (Boolean) ncfile.sendIospMessage(NetcdfFile.IOSP_MESSAGE_ADD_RECORD_STRUCTURE);
double total = copyVarData(ncfile, recordStruct);
ncfile.flush();
System.out.println("FileWriter done total bytes = " + total);
ncfile.close();
}