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The NetCDF-Java Library is a Java interface to NetCDF files, as well as to many other types of scientific data formats.

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/*
 * Copyright 2009-2012 University Corporation for Atmospheric Research/Unidata
 *
 * Portions of this software were developed by the Unidata Program at the
 * University Corporation for Atmospheric Research.
 *
 * Access and use of this software shall impose the following obligations
 * and understandings on the user. The user is granted the right, without
 * any fee or cost, to use, copy, modify, alter, enhance and distribute
 * this software, and any derivative works thereof, and its supporting
 * documentation for any purpose whatsoever, provided that this entire
 * notice appears in all copies of the software, derivative works and
 * supporting documentation.  Further, UCAR requests that the user credit
 * UCAR/Unidata in any publications that result from the use of this
 * software or in any product that includes this software. The names UCAR
 * and/or Unidata, however, may not be used in any advertising or publicity
 * to endorse or promote any products or commercial entity unless specific
 * written permission is obtained from UCAR/Unidata. The user also
 * understands that UCAR/Unidata is not obligated to provide the user with
 * any support, consulting, training or assistance of any kind with regard
 * to the use, operation and performance of this software nor to provide
 * the user with any updates, revisions, new versions or "bug fixes."
 *
 * THIS SOFTWARE IS PROVIDED BY UCAR/UNIDATA "AS IS" AND ANY EXPRESS OR
 * IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
 * WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
 * DISCLAIMED. IN NO EVENT SHALL UCAR/UNIDATA BE LIABLE FOR ANY SPECIAL,
 * INDIRECT OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING
 * FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT,
 * NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION
 * WITH THE ACCESS, USE OR PERFORMANCE OF THIS SOFTWARE.
 */
package ucar.nc2.stream;

import ucar.nc2.*;
import ucar.ma2.*;

import java.nio.ByteBuffer;
import java.nio.ByteOrder;
import java.nio.channels.WritableByteChannel;
import java.io.OutputStream;
import java.io.IOException;
import java.io.InputStream;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;

import com.google.protobuf.ByteString;
import com.google.protobuf.InvalidProtocolBufferException;
import ucar.nc2.constants.CDM;
import ucar.nc2.iosp.IospHelper;
import ucar.unidata.io.RandomAccessFile;

/**
 * Defines the ncstream format, along with ncStream.proto.
 * 
 * To regenerate ncStreamProto.java from ncStream.proto:
 * cd c:/dev/tds4.2/thredds/cdm/src/main/java
 * protoc --proto_path=. --java_out=. ucar/nc2/stream/ncStream.proto
 * 
* * @see "http://www.unidata.ucar.edu/software/netcdf-java/stream/NcStream.html" * @see "http://www.unidata.ucar.edu/software/netcdf-java/stream/NcstreamGrammer.html" */ public class NcStream { // must start with this "CDFS" static public final byte[] MAGIC_START = new byte[]{0x43, 0x44, 0x46, 0x53}; static public final byte[] MAGIC_HEADER = new byte[]{(byte) 0xad, (byte) 0xec, (byte) 0xce, (byte) 0xda}; static public final byte[] MAGIC_DATA = new byte[]{(byte) 0xab, (byte) 0xec, (byte) 0xce, (byte) 0xba}; static public final byte[] MAGIC_VDATA = new byte[]{(byte) 0xab, (byte) 0xef, (byte) 0xfe, (byte) 0xba}; static public final byte[] MAGIC_VEND = new byte[]{(byte) 0xed, (byte) 0xef, (byte) 0xfe, (byte) 0xda}; static public final byte[] MAGIC_ERR = new byte[]{(byte) 0xab, (byte) 0xad, (byte) 0xba, (byte) 0xda}; static public final byte[] MAGIC_END = new byte[]{(byte) 0xed, (byte) 0xed, (byte) 0xde, (byte) 0xde}; static NcStreamProto.Group.Builder encodeGroup(Group g, int sizeToCache) throws IOException { NcStreamProto.Group.Builder groupBuilder = NcStreamProto.Group.newBuilder(); groupBuilder.setName(g.getShortName()); for (Dimension dim : g.getDimensions()) groupBuilder.addDims(NcStream.encodeDim(dim)); for (Attribute att : g.getAttributes()) groupBuilder.addAtts(NcStream.encodeAtt(att)); for (EnumTypedef enumType : g.getEnumTypedefs()) groupBuilder.addEnumTypes(NcStream.encodeEnumTypedef(enumType)); for (Variable var : g.getVariables()) { if (var instanceof Structure) groupBuilder.addStructs(NcStream.encodeStructure((Structure) var)); else groupBuilder.addVars(NcStream.encodeVar(var, sizeToCache)); } for (Group ng : g.getGroups()) groupBuilder.addGroups(encodeGroup(ng, sizeToCache)); return groupBuilder; } static NcStreamProto.Attribute.Builder encodeAtt(Attribute att) { NcStreamProto.Attribute.Builder attBuilder = NcStreamProto.Attribute.newBuilder(); attBuilder.setName(att.getShortName()); attBuilder.setType(encodeAttributeType(att.getDataType())); attBuilder.setLen(att.getLength()); // values if (att.getLength() > 0) { if (att.isString()) { for (int i = 0; i < att.getLength(); i++) attBuilder.addSdata(att.getStringValue(i)); } else { Array data = att.getValues(); ByteBuffer bb = data.getDataAsByteBuffer(); attBuilder.setData(ByteString.copyFrom(bb.array())); } } return attBuilder; } static NcStreamProto.Dimension.Builder encodeDim(Dimension dim) { NcStreamProto.Dimension.Builder dimBuilder = NcStreamProto.Dimension.newBuilder(); if (dim.getShortName() != null) dimBuilder.setName(dim.getShortName()); dimBuilder.setLength(dim.getLength()); if (!dim.isShared()) dimBuilder.setIsPrivate(true); if (dim.isVariableLength()) dimBuilder.setIsVlen(true); if (dim.isUnlimited()) dimBuilder.setIsUnlimited(true); return dimBuilder; } static NcStreamProto.EnumTypedef.Builder encodeEnumTypedef(EnumTypedef enumType) throws IOException { NcStreamProto.EnumTypedef.Builder builder = NcStreamProto.EnumTypedef.newBuilder(); builder.setName(enumType.getShortName()); Map map = enumType.getMap(); NcStreamProto.EnumTypedef.EnumType.Builder b2 = NcStreamProto.EnumTypedef.EnumType.newBuilder(); for (int code : map.keySet()) { b2.clear(); b2.setCode(code); b2.setValue(map.get(code)); builder.addMap(b2); } return builder; } static NcStreamProto.Variable.Builder encodeVar(Variable var, int sizeToCache) throws IOException { NcStreamProto.Variable.Builder builder = NcStreamProto.Variable.newBuilder(); builder.setName(var.getShortName()); builder.setDataType(encodeDataType(var.getDataType())); if (var.isUnsigned()) builder.setUnsigned(true); if (var.getDataType().isEnum()) { EnumTypedef enumType = var.getEnumTypedef(); if (enumType != null) builder.setEnumType(enumType.getShortName()); } for (Dimension dim : var.getDimensions()) { builder.addShape(encodeDim(dim)); } for (Attribute att : var.getAttributes()) { builder.addAtts(encodeAtt(att)); } // put small amounts of data in header "immediate mode" if (var.isCaching() && var.getDataType().isNumeric()) { if (var.isCoordinateVariable() || var.getSize() * var.getElementSize() < sizeToCache) { Array data = var.read(); ByteBuffer bb = data.getDataAsByteBuffer(); builder.setData(ByteString.copyFrom(bb.array())); } } return builder; } static NcStreamProto.Structure.Builder encodeStructure(Structure s) throws IOException { NcStreamProto.Structure.Builder builder = NcStreamProto.Structure.newBuilder(); builder.setName(s.getShortName()); builder.setDataType(encodeDataType(s.getDataType())); for (Dimension dim : s.getDimensions()) builder.addShape(encodeDim(dim)); for (Attribute att : s.getAttributes()) builder.addAtts(encodeAtt(att)); for (Variable v : s.getVariables()) { if (v instanceof Structure) builder.addStructs(NcStream.encodeStructure((Structure) v)); else builder.addVars(NcStream.encodeVar(v, -1)); } return builder; } static public NcStreamProto.Error encodeErrorMessage(String message) { NcStreamProto.Error.Builder builder = NcStreamProto.Error.newBuilder(); builder.setMessage(message); return builder.build(); } static NcStreamProto.Data encodeDataProto(Variable var, Section section, boolean deflate, int uncompressedLength) { NcStreamProto.Data.Builder builder = NcStreamProto.Data.newBuilder(); builder.setVarName(var.getFullNameEscaped()); builder.setDataType(encodeDataType(var.getDataType())); builder.setSection(encodeSection(section)); if (deflate) { builder.setCompress(NcStreamProto.Compress.DEFLATE); builder.setUncompressedSize(uncompressedLength); } if (var.isVariableLength()) builder.setVdata(true); builder.setVersion(2); return builder.build(); } static public NcStreamProto.Section encodeSection(Section section) { NcStreamProto.Section.Builder sbuilder = NcStreamProto.Section.newBuilder(); for (Range r : section.getRanges()) { NcStreamProto.Range.Builder rbuilder = NcStreamProto.Range.newBuilder(); if (r.first() != 0) rbuilder.setStart(r.first()); rbuilder.setSize(r.length()); if (r.stride() != 1) rbuilder.setStride(r.stride()); sbuilder.addRange(rbuilder); } return sbuilder.build(); } //////////////////////////////////////////////////////////////////////////////////////////////////////// public static long encodeArrayStructure(ArrayStructure as, OutputStream os) throws java.io.IOException { long size = 0; ArrayStructureBB dataBB = StructureDataDeep.copyToArrayBB(as, null); // LOOK what should the bo be ?? List ss = new ArrayList(); List heap = dataBB.getHeap(); List count = new ArrayList(); if (heap != null) { for (Object ho : heap) { if (ho instanceof String) { count.add(1); ss.add((String) ho); } else if (ho instanceof String[]) { String[] hos = (String[]) ho; count.add(hos.length); for (String s : hos) ss.add(s); } } } ByteBuffer bb = dataBB.getByteBuffer(); NcStreamProto.StructureData proto = NcStream.encodeStructureDataProto(bb.array(), count, ss); byte[] datab = proto.toByteArray(); size += NcStream.writeVInt(os, datab.length); // proto len os.write(datab); // proto size += datab.length; // System.out.printf("encodeArrayStructure write sdata size= %d%n", datab.length); return size; } static NcStreamProto.StructureData encodeStructureDataProto(byte[] fixed, List count, List ss) { NcStreamProto.StructureData.Builder builder = NcStreamProto.StructureData.newBuilder(); builder.setData(ByteString.copyFrom(fixed)); for (Integer c : count) builder.addHeapCount(c); for (String s : ss) builder.addSdata(s); return builder.build(); } public static ArrayStructureBB decodeArrayStructure(StructureMembers sm, int shape[], byte[] proto) throws java.io.IOException { NcStreamProto.StructureData.Builder builder = NcStreamProto.StructureData.newBuilder(); builder.mergeFrom(proto); long size = 0; ByteBuffer bb = ByteBuffer.wrap(builder.getData().toByteArray()); ArrayStructureBB dataBB = new ArrayStructureBB(sm, shape, bb, 0); List ss = builder.getSdataList(); List count = builder.getHeapCountList(); int scount = 0; for (Integer c : count) { if (c == 1) { dataBB.addObjectToHeap(ss.get(scount++)); } else { String[] hos = new String[c]; for (int i = 0; i < c; i++) hos[i] = ss.get(scount++); dataBB.addObjectToHeap(hos); } } return dataBB; } public static StructureData decodeStructureData(StructureMembers sm, byte[] proto) throws java.io.IOException { NcStreamProto.StructureData.Builder builder = NcStreamProto.StructureData.newBuilder(); builder.mergeFrom(proto); long size = 0; ByteBuffer bb = ByteBuffer.wrap(builder.getData().toByteArray()); ArrayStructureBB dataBB = new ArrayStructureBB(sm, new int[]{1}, bb, 0); List ss = builder.getSdataList(); List count = builder.getHeapCountList(); int scount = 0; for (Integer c : count) { if (c == 1) { dataBB.addObjectToHeap(ss.get(scount++)); } else { String[] hos = new String[c]; for (int i = 0; i < c; i++) hos[i] = ss.get(scount++); dataBB.addObjectToHeap(hos); } } return dataBB.getStructureData(0); } //////////////////////////////////////////////////////////////////////////////////////////////////////// static void show(NcStreamProto.Header proto) throws InvalidProtocolBufferException { NcStreamProto.Group root = proto.getRoot(); for (NcStreamProto.Dimension dim : root.getDimsList()) { System.out.println("dim= " + dim); } for (NcStreamProto.Attribute att : root.getAttsList()) { System.out.println("att= " + att); } for (NcStreamProto.Variable var : root.getVarsList()) { System.out.println("var= " + var); } } //////////////////////////////////////////////////////////// static int writeByte(OutputStream out, byte b) throws IOException { out.write(b); return 1; } static int writeBytes(OutputStream out, byte[] b, int offset, int length) throws IOException { out.write(b, offset, length); return length; } static public int writeBytes(OutputStream out, byte[] b) throws IOException { return writeBytes(out, b, 0, b.length); } static public int writeVInt(OutputStream out, int value) throws IOException { int count = 0; // stolen from protobuf.CodedOutputStream.writeRawVarint32() while (true) { if ((value & ~0x7F) == 0) { writeByte(out, (byte) value); break; } else { writeByte(out, (byte) ((value & 0x7F) | 0x80)); value >>>= 7; } } return count + 1; } static public int writeVInt(RandomAccessFile out, int value) throws IOException { int count = 0; while (true) { if ((value & ~0x7F) == 0) { out.write((byte) value); break; } else { out.write((byte) ((value & 0x7F) | 0x80)); value >>>= 7; } } return count + 1; } static public int writeVInt(WritableByteChannel wbc, int value) throws IOException { ByteBuffer bb = ByteBuffer.allocate(8); while (true) { if ((value & ~0x7F) == 0) { bb.put((byte) value); break; } else { bb.put((byte) ((value & 0x7F) | 0x80)); value >>>= 7; } } bb.flip(); wbc.write(bb); return bb.limit(); } static int writeVLong(OutputStream out, long i) throws IOException { int count = 0; while ((i & ~0x7F) != 0) { writeByte(out, (byte) ((i & 0x7f) | 0x80)); i >>>= 7; count++; } writeByte(out, (byte) i); return count + 1; } static public int readVInt(InputStream is) throws IOException { int ib = is.read(); if (ib == -1) return -1; byte b = (byte) ib; int i = b & 0x7F; for (int shift = 7; (b & 0x80) != 0; shift += 7) { ib = is.read(); if (ib == -1) return -1; b = (byte) ib; i |= (b & 0x7F) << shift; } return i; } static public int readVInt(RandomAccessFile raf) throws IOException { int ib = raf.read(); if (ib == -1) return -1; byte b = (byte) ib; int i = b & 0x7F; for (int shift = 7; (b & 0x80) != 0; shift += 7) { ib = raf.read(); if (ib == -1) return -1; b = (byte) ib; i |= (b & 0x7F) << shift; } return i; } static public int readFully(InputStream is, byte[] b) throws IOException { int done = 0; int want = b.length; while (want > 0) { int bytesRead = is.read(b, done, want); if (bytesRead == -1) break; done += bytesRead; want -= bytesRead; } return done; } static public boolean readAndTest(InputStream is, byte[] test) throws IOException { byte[] b = new byte[test.length]; readFully(is, b); if (b.length != test.length) return false; for (int i = 0; i < b.length; i++) if (b[i] != test[i]) return false; return true; } static public boolean readAndTest(RandomAccessFile raf, byte[] test) throws IOException { byte[] b = new byte[test.length]; raf.readFully(b); if (b.length != test.length) return false; for (int i = 0; i < b.length; i++) if (b[i] != test[i]) return false; return true; } static public boolean test(Byte[] b, byte[] test) throws IOException { if (b.length != test.length) return false; for (int i = 0; i < b.length; i++) if (b[i] != test[i]) return false; return true; } static public String decodeErrorMessage(NcStreamProto.Error err) { return err.getMessage(); } static Dimension decodeDim(NcStreamProto.Dimension dim) { String name = (!dim.hasName() || dim.getName().length() == 0 ? null : dim.getName()); return new Dimension(name, (int) dim.getLength(), !dim.getIsPrivate(), dim.getIsUnlimited(), dim.getIsVlen()); } //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////// static void readGroup(NcStreamProto.Group proto, NetcdfFile ncfile, Group g) throws InvalidProtocolBufferException { for (NcStreamProto.Dimension dim : proto.getDimsList()) g.addDimension(NcStream.decodeDim(dim)); for (NcStreamProto.Attribute att : proto.getAttsList()) g.addAttribute(NcStream.decodeAtt(att)); for (NcStreamProto.EnumTypedef enumType : proto.getEnumTypesList()) g.addEnumeration(NcStream.decodeEnumTypedef(enumType)); for (NcStreamProto.Variable var : proto.getVarsList()) g.addVariable(NcStream.decodeVar(ncfile, g, null, var)); for (NcStreamProto.Structure s : proto.getStructsList()) g.addVariable(NcStream.decodeStructure(ncfile, g, null, s)); for (NcStreamProto.Group gp : proto.getGroupsList()) { Group ng = new Group(ncfile, g, gp.getName()); g.addGroup(ng); readGroup(gp, ncfile, ng); } } static EnumTypedef decodeEnumTypedef(NcStreamProto.EnumTypedef enumType) { List list = enumType.getMapList(); Map map = new HashMap(2 * list.size()); for (NcStreamProto.EnumTypedef.EnumType et : list) { map.put(et.getCode(), et.getValue()); } return new EnumTypedef(enumType.getName(), map); } static Attribute decodeAtt(NcStreamProto.Attribute attp) { int len = attp.getLen(); if (len == 0) // deal with empty attribute return new Attribute(attp.getName(), decodeAttributeType(attp.getType()), false); // LOOK unsigned DataType dt = decodeAttributeType(attp.getType()); if (dt == DataType.STRING) { int lenp = attp.getSdataCount(); if (lenp != len) System.out.println("HEY lenp != len"); if (lenp == 1) return new Attribute(attp.getName(), attp.getSdata(0)); else { Array data = Array.factory(dt, new int[]{lenp}); for (int i = 0; i < lenp; i++) data.setObject(i, attp.getSdata(i)); return new Attribute(attp.getName(), data); } } else { ByteString bs = attp.getData(); ByteBuffer bb = ByteBuffer.wrap(bs.toByteArray()); return new Attribute(attp.getName(), Array.factory(decodeAttributeType(attp.getType()), null, bb)); } } static Variable decodeVar(NetcdfFile ncfile, Group g, Structure parent, NcStreamProto.Variable var) { Variable ncvar = new Variable(ncfile, g, parent, var.getName()); DataType varType = decodeDataType(var.getDataType()); ncvar.setDataType(decodeDataType(var.getDataType())); if (varType.isEnum()) { String enumName = var.getEnumType(); EnumTypedef enumType = g.findEnumeration(enumName); if (enumType != null) ncvar.setEnumTypedef(enumType); } List dims = new ArrayList(6); for (ucar.nc2.stream.NcStreamProto.Dimension dim : var.getShapeList()) { Dimension ncdim = decodeDim(dim); if (!ncdim.isShared()) dims.add(ncdim); else { Dimension d = g.findDimension(ncdim.getShortName()); if (d == null) throw new IllegalStateException("Can find shared dimension " + dim.getName()); dims.add(d); } } ncvar.setDimensions(dims); for (ucar.nc2.stream.NcStreamProto.Attribute att : var.getAttsList()) ncvar.addAttribute(decodeAtt(att)); if (var.getUnsigned()) ncvar.addAttribute(new Attribute(CDM.UNSIGNED, "true")); if (var.hasData()) { // LOOK may mess with ability to change var size later. ByteBuffer bb = ByteBuffer.wrap(var.getData().toByteArray()); Array data = Array.factory(varType, ncvar.getShape(), bb); ncvar.setCachedData(data, false); } return ncvar; } static Structure decodeStructure(NetcdfFile ncfile, Group g, Structure parent, NcStreamProto.Structure s) { Structure ncvar = (s.getDataType() == ucar.nc2.stream.NcStreamProto.DataType.SEQUENCE) ? new Sequence(ncfile, g, parent, s.getName()) : new Structure(ncfile, g, parent, s.getName()); ncvar.setDataType(decodeDataType(s.getDataType())); List dims = new ArrayList(6); for (ucar.nc2.stream.NcStreamProto.Dimension dim : s.getShapeList()) { Dimension ncdim = decodeDim(dim); if (!ncdim.isShared()) dims.add(ncdim); else { Dimension d = g.findDimension(ncdim.getShortName()); if (d == null) throw new IllegalStateException("Can find shared dimension " + dim.getName()); dims.add(d); } } ncvar.setDimensions(dims); for (ucar.nc2.stream.NcStreamProto.Attribute att : s.getAttsList()) ncvar.addAttribute(decodeAtt(att)); for (ucar.nc2.stream.NcStreamProto.Variable vp : s.getVarsList()) ncvar.addMemberVariable(decodeVar(ncfile, g, ncvar, vp)); for (NcStreamProto.Structure sp : s.getStructsList()) ncvar.addMemberVariable(decodeStructure(ncfile, g, ncvar, sp)); return ncvar; } static public Section decodeSection(NcStreamProto.Section proto) { Section section = new Section(); for (ucar.nc2.stream.NcStreamProto.Range pr : proto.getRangeList()) { try { section.appendRange((int) pr.getStart(), (int) (pr.getStart() + pr.getSize() - 1)); } catch (InvalidRangeException e) { e.printStackTrace(); return null; //throw new RuntimeException(e); } } return section; } //////////////////////////////////////////////////////////////// static ucar.nc2.stream.NcStreamProto.Attribute.Type encodeAttributeType(DataType dtype) { switch (dtype) { case CHAR: case STRING: return ucar.nc2.stream.NcStreamProto.Attribute.Type.STRING; case BYTE: return ucar.nc2.stream.NcStreamProto.Attribute.Type.BYTE; case SHORT: return ucar.nc2.stream.NcStreamProto.Attribute.Type.SHORT; case INT: return ucar.nc2.stream.NcStreamProto.Attribute.Type.INT; case LONG: return ucar.nc2.stream.NcStreamProto.Attribute.Type.LONG; case FLOAT: return ucar.nc2.stream.NcStreamProto.Attribute.Type.FLOAT; case DOUBLE: return ucar.nc2.stream.NcStreamProto.Attribute.Type.DOUBLE; } throw new IllegalStateException("illegal att type " + dtype); } static public ucar.nc2.stream.NcStreamProto.DataType encodeDataType(DataType dtype) { switch (dtype) { case CHAR: return ucar.nc2.stream.NcStreamProto.DataType.CHAR; case BYTE: return ucar.nc2.stream.NcStreamProto.DataType.BYTE; case SHORT: return ucar.nc2.stream.NcStreamProto.DataType.SHORT; case INT: return ucar.nc2.stream.NcStreamProto.DataType.INT; case LONG: return ucar.nc2.stream.NcStreamProto.DataType.LONG; case FLOAT: return ucar.nc2.stream.NcStreamProto.DataType.FLOAT; case DOUBLE: return ucar.nc2.stream.NcStreamProto.DataType.DOUBLE; case STRING: return ucar.nc2.stream.NcStreamProto.DataType.STRING; case STRUCTURE: return ucar.nc2.stream.NcStreamProto.DataType.STRUCTURE; case SEQUENCE: return ucar.nc2.stream.NcStreamProto.DataType.SEQUENCE; case ENUM1: return ucar.nc2.stream.NcStreamProto.DataType.ENUM1; case ENUM2: return ucar.nc2.stream.NcStreamProto.DataType.ENUM2; case ENUM4: return ucar.nc2.stream.NcStreamProto.DataType.ENUM4; case OPAQUE: return ucar.nc2.stream.NcStreamProto.DataType.OPAQUE; } throw new IllegalStateException("illegal data type " + dtype); } static DataType decodeAttributeType(ucar.nc2.stream.NcStreamProto.Attribute.Type dtype) { switch (dtype) { case STRING: return DataType.STRING; case BYTE: return DataType.BYTE; case SHORT: return DataType.SHORT; case INT: return DataType.INT; case LONG: return DataType.LONG; case FLOAT: return DataType.FLOAT; case DOUBLE: return DataType.DOUBLE; } throw new IllegalStateException("illegal att type " + dtype); } static public DataType decodeDataType(ucar.nc2.stream.NcStreamProto.DataType dtype) { switch (dtype) { case CHAR: return DataType.CHAR; case BYTE: return DataType.BYTE; case SHORT: return DataType.SHORT; case INT: return DataType.INT; case LONG: return DataType.LONG; case FLOAT: return DataType.FLOAT; case DOUBLE: return DataType.DOUBLE; case STRING: return DataType.STRING; case STRUCTURE: return DataType.STRUCTURE; case SEQUENCE: return DataType.SEQUENCE; case ENUM1: return DataType.ENUM1; case ENUM2: return DataType.ENUM2; case ENUM4: return DataType.ENUM4; case OPAQUE: return DataType.OPAQUE; } throw new IllegalStateException("illegal data type " + dtype); } }