예제 #1
0
  public void readByte2Short() throws Exception {
    Variable t2 = null;
    assert (null != (t2 = ncfileRead.findVariable("t2")));
    assert (t2.getDataType() == DataType.BYTE);

    Attribute att = t2.findAttribute(CDM.SCALE_FACTOR);
    assert (null != att);
    assert (!att.isArray());
    assert (1 == att.getLength());
    assert (2 == att.getNumericValue().doubleValue());
    assert (DataType.SHORT == att.getDataType());

    assert (null != (t2 = dsRead.findVariable("t2")));
    assert t2 instanceof VariableEnhanced;
    VariableDS vs = (VariableDS) t2;
    assert (vs.getDataType() == DataType.SHORT) : vs.getDataType();
    assert (!vs.hasMissing());

    Array A = vs.read();
    assert (A.getElementType() == short.class) : A.getElementType();
    Index ima = A.getIndex();
    int[] shape = A.getShape();
    int i, j;
    for (i = 0; i < shape[0]; i++) {
      for (j = 0; j < shape[1]; j++) {
        assert (A.getShort(ima.set(i, j)) == (2 * (i * 10 + j) + 77));
      }
    }
    System.out.println("**************TestStandardVar readByte2Short");
  }
예제 #2
0
  public void readShortMissing() throws Exception {
    Variable v = null;
    assert (null != (v = ncfileRead.findVariable("t4")));
    assert (v.getDataType() == DataType.SHORT);

    // default use of missing_value
    assert (null != (v = dsRead.findVariable("t4")));
    assert v instanceof VariableEnhanced;
    assert v instanceof VariableDS;
    VariableDS vs = (VariableDS) v;
    assert (vs.getDataType() == DataType.SHORT);

    Attribute att = vs.findAttribute(CDM.MISSING_VALUE);
    assert (null != att);
    assert (!att.isArray());
    assert (1 == att.getLength());
    System.out.println("missing_value = " + att.getNumericValue().shortValue());
    assert (((short) -9999) == att.getNumericValue().shortValue());
    assert (DataType.SHORT == att.getDataType());

    assert (vs.hasMissing());
    assert (vs.hasMissingValue());
    assert (vs.isMissing((double) ((short) -9999)));
    assert (vs.isMissingValue((double) ((short) -9999)));

    Array A = vs.read();
    Index ima = A.getIndex();
    int[] shape = A.getShape();
    int i, j;
    for (i = 0; i < shape[0]; i++) {
      for (j = 0; j < shape[1]; j++) {
        assert (A.getFloat(ima.set(i, j)) == (i * 10 + j));
      }
    }

    // turn off missing data
    vs.setMissingDataIsMissing(false);
    assert (vs.getDataType() == DataType.SHORT);

    assert (!vs.hasMissing());
    assert (vs.hasMissingValue());
    assert (!vs.isMissing((double) ((short) -9999)));
    assert (vs.isMissingValue((double) ((short) -9999)));

    vs.setMissingDataIsMissing(true);
    assert (vs.hasMissing());
    assert (vs.isMissing((double) ((short) -9999)));

    System.out.println("**************TestStandardVar Read readShortMissing");
  }
예제 #3
0
  private void doWrite2(NetcdfFileWriteable ncfile, String varName) throws Exception {
    Variable v = ncfile.findVariable(varName);
    int[] w = getWeights(v);

    int[] shape = v.getShape();
    Array aa = Array.factory(v.getDataType().getPrimitiveClassType(), shape);
    Index ima = aa.getIndex();
    for (int i = 0; i < shape[0]; i++) {
      for (int j = 0; j < shape[1]; j++) {
        aa.setDouble(ima.set(i, j), (double) (i * w[0] + j * w[1]));
      }
    }

    ncfile.write(varName, aa);
  }
예제 #4
0
  public void readDouble() throws Exception {

    Variable t1 = null;
    assert (null != (t1 = ncfileRead.findVariable("t1")));
    assert (t1.getDataType() == DataType.DOUBLE);

    Attribute att = t1.findAttribute(CDM.SCALE_FACTOR);
    assert (null != att);
    assert (!att.isArray());
    assert (1 == att.getLength());
    assert (2.0 == att.getNumericValue().doubleValue());
    assert (DataType.DOUBLE == att.getDataType());

    // read
    Array A = t1.read();
    int i, j;
    Index ima = A.getIndex();
    int[] shape = A.getShape();

    for (i = 0; i < shape[0]; i++) {
      for (j = 0; j < shape[1]; j++) {
        assert (A.getDouble(ima.set(i, j)) == (double) (i * 10.0 + j));
      }
    }

    assert (null != (t1 = dsRead.findVariable("t1")));
    assert t1 instanceof VariableEnhanced;
    VariableEnhanced dsVar = (VariableEnhanced) t1;
    assert (dsVar.getDataType() == DataType.DOUBLE);

    A = dsVar.read();
    ima = A.getIndex();
    shape = A.getShape();

    for (i = 0; i < shape[0]; i++) {
      for (j = 0; j < shape[1]; j++) {
        assert (A.getDouble(ima.set(i, j)) == (2.0 * (i * 10.0 + j) + 77.0));
      }
    }

    assert (null == t1.findAttribute(CDM.SCALE_FACTOR));
    assert (null == t1.findAttribute("add_offset"));

    System.out.println("**************TestStandardVar ReadDouble");
  }
예제 #5
0
  public void readDoubleMissing() throws Exception {
    VariableDS v = null;
    assert (null != (v = (VariableDS) dsRead.findVariable("m1")));
    assert (v.getDataType() == DataType.DOUBLE);

    Array A = v.read();
    Index ima = A.getIndex();

    double val = A.getFloat(ima.set(1, 1));
    assert Double.isNaN(val);
    assert v.isMissing(val);

    // reread with useNans off
    v.setUseNaNs(false);
    v.createNewCache();
    A = v.read();
    ima = A.getIndex();

    val = A.getFloat(ima.set(1, 1));
    assert TestAll.closeEnough(val, -999.99) : val;
    assert v.isMissing(val);
  }
예제 #6
0
  public void readSlice(NetcdfFile ncfile, int[] origin, int[] shape, String name)
      throws IOException, InvalidRangeException {

    Variable v = ncfile.findVariable(name);

    Array data = v.read(origin, shape);
    assert data.getRank() == 3;
    assert data.getSize() == shape[0] * shape[1] * shape[2];
    assert data.getShape()[0] == shape[0] : data.getShape()[0] + " " + shape[0];
    assert data.getShape()[1] == shape[1];
    assert data.getShape()[2] == shape[2];
    assert data.getElementType() == double.class;

    Index tIndex = data.getIndex();
    for (int i = 0; i < shape[0]; i++)
      for (int j = 0; j < shape[1]; j++)
        for (int k = 0; k < shape[2]; k++) {
          double val = data.getDouble(tIndex.set(i, j, k));
          // System.out.println(" "+val);
          assert TestUtils.close(val, 100 * (i + origin[0]) + 10 * j + k) : val;
        }
  }
예제 #7
0
  public void readByte() throws Exception {
    Variable v = null;
    assert (null != (v = ncfileRead.findVariable("t3")));
    assert (v.getDataType() == DataType.BYTE);

    assert (null != (v = dsRead.findVariable("t3")));
    assert v instanceof VariableEnhanced;
    assert v instanceof VariableDS;
    VariableDS vs = (VariableDS) v;
    assert (vs.getDataType() == DataType.BYTE);

    Attribute att = vs.findAttribute("_FillValue");
    assert (null != att);
    assert (!att.isArray());
    assert (1 == att.getLength());
    System.out.println("_FillValue = " + att.getNumericValue().byteValue());
    assert (((byte) 255) == att.getNumericValue().byteValue());
    assert (DataType.BYTE == att.getDataType());

    assert (vs.hasMissing());
    assert (vs.hasFillValue());
    assert (vs.isMissing((double) ((byte) 255)));
    assert (vs.isFillValue((double) ((byte) 255)));

    Array A = vs.read();
    assert (A.getElementType() == byte.class) : A.getElementType();
    Index ima = A.getIndex();
    int[] shape = A.getShape();
    int i, j;
    for (i = 0; i < shape[0]; i++) {
      for (j = 0; j < shape[1]; j++) {
        assert (A.getFloat(ima.set(i, j)) == (i * 10 + j));
      }
    }
    System.out.println("**************TestStandardVar ReadByte");
  }
예제 #8
0
  public void testReadData(NetcdfFile ncfile, String name) throws IOException {

    Variable v = ncfile.findVariable(name);
    assert null != v;
    assert v.getShortName().equals(name);
    assert v.getRank() == 3;
    assert v.getSize() == 36 : v.getSize();
    assert v.getShape()[0] == 3;
    assert v.getShape()[1] == 3;
    assert v.getShape()[2] == 4;
    assert v.getDataType() == DataType.DOUBLE;

    assert !v.isCoordinateVariable();

    assert v.getDimension(0) == ncfile.findDimension("time");
    assert v.getDimension(1) == ncfile.findDimension("lat");
    assert v.getDimension(2) == ncfile.findDimension("lon");

    Array data = v.read();
    assert data.getRank() == 3;
    assert data.getSize() == 36;
    assert data.getShape()[0] == 3;
    assert data.getShape()[1] == 3;
    assert data.getShape()[2] == 4;
    assert data.getElementType() == double.class;

    int[] shape = data.getShape();
    Index tIndex = data.getIndex();
    for (int i = 0; i < shape[0]; i++)
      for (int j = 0; j < shape[1]; j++)
        for (int k = 0; k < shape[2]; k++) {
          double val = data.getDouble(tIndex.set(i, j, k));
          // System.out.println(" "+val);
          assert TestUtils.close(val, 100 * i + 10 * j + k) : val;
        }
  }
예제 #9
0
  public void testWritePermute() throws Exception {
    NetcdfFileWriteable ncfile = new NetcdfFileWriteable();
    ncfile.setName(TestLocal.cdmTestDataDir + "permuteTest.nc");

    // define dimensions
    Dimension xDim = ncfile.addDimension("x", 3);
    Dimension yDim = ncfile.addDimension("y", 5);
    Dimension zDim = ncfile.addDimension("z", 4);
    Dimension tDim = ncfile.addDimension("time", 2);

    // define Variables
    ncfile.addVariable("time", double.class, new Dimension[] {tDim});
    ncfile.addVariableAttribute("time", "units", "secs since 1-1-1 00:00");

    ncfile.addVariable("z", double.class, new Dimension[] {zDim});
    ncfile.addVariableAttribute("z", "units", "meters");
    ncfile.addVariableAttribute("z", "positive", "up");

    ncfile.addVariable("y", double.class, new Dimension[] {yDim});
    ncfile.addVariableAttribute("y", "units", "degrees_north");

    ncfile.addVariable("x", double.class, new Dimension[] {xDim});
    ncfile.addVariableAttribute("x", "units", "degrees_east");

    ncfile.addVariable("tzyx", double.class, new Dimension[] {tDim, zDim, yDim, xDim});
    ncfile.addVariableAttribute("tzyx", "units", "K");

    ncfile.addVariable("tzxy", double.class, new Dimension[] {tDim, zDim, xDim, yDim});
    ncfile.addVariableAttribute("tzxy", "units", "K");

    ncfile.addVariable("tyxz", double.class, new Dimension[] {tDim, yDim, xDim, zDim});
    ncfile.addVariableAttribute("tyxz", "units", "K");

    ncfile.addVariable("txyz", double.class, new Dimension[] {tDim, xDim, yDim, zDim});
    ncfile.addVariableAttribute("txyz", "units", "K");

    ncfile.addVariable("zyxt", double.class, new Dimension[] {zDim, yDim, xDim, tDim});
    ncfile.addVariableAttribute("zyxt", "units", "K");

    ncfile.addVariable("zxyt", double.class, new Dimension[] {zDim, xDim, yDim, tDim});
    ncfile.addVariableAttribute("zxyt", "units", "K");

    ncfile.addVariable("yxzt", double.class, new Dimension[] {yDim, xDim, zDim, tDim});
    ncfile.addVariableAttribute("yxzt", "units", "K");

    ncfile.addVariable("xyzt", double.class, new Dimension[] {xDim, yDim, zDim, tDim});
    ncfile.addVariableAttribute("xyzt", "units", "K");

    // missing one dimension
    ncfile.addVariable("zyx", double.class, new Dimension[] {zDim, yDim, xDim});
    ncfile.addVariable("txy", double.class, new Dimension[] {tDim, xDim, yDim});
    ncfile.addVariable("yxz", double.class, new Dimension[] {yDim, xDim, zDim});
    ncfile.addVariable("xzy", double.class, new Dimension[] {xDim, zDim, yDim});
    ncfile.addVariable("yxt", double.class, new Dimension[] {yDim, xDim, tDim});
    ncfile.addVariable("xyt", double.class, new Dimension[] {xDim, yDim, tDim});
    ncfile.addVariable("xyz", double.class, new Dimension[] {xDim, yDim, zDim});

    // missing two dimension
    ncfile.addVariable("yx", double.class, new Dimension[] {yDim, xDim});
    ncfile.addVariable("xy", double.class, new Dimension[] {xDim, yDim});
    ncfile.addVariable("yz", double.class, new Dimension[] {yDim, zDim});
    ncfile.addVariable("xz", double.class, new Dimension[] {xDim, zDim});
    ncfile.addVariable("yt", double.class, new Dimension[] {yDim, tDim});
    ncfile.addVariable("xt", double.class, new Dimension[] {xDim, tDim});
    ncfile.addVariable("ty", double.class, new Dimension[] {tDim, yDim});
    ncfile.addVariable("tx", double.class, new Dimension[] {tDim, xDim});

    // add global attributes
    ncfile.addGlobalAttribute("Convention", "COARDS");

    // create the file
    try {
      ncfile.create();
    } catch (IOException e) {
      System.err.println("ERROR creating file");
      assert (false);
    }

    // write time data
    int len = tDim.getLength();
    ArrayDouble A = new ArrayDouble.D1(len);
    Index ima = A.getIndex();
    for (int i = 0; i < len; i++) A.setDouble(ima.set(i), (double) (i * 3600));
    int[] origin = new int[1];
    try {
      ncfile.write("time", origin, A);
    } catch (IOException e) {
      System.err.println("ERROR writing time");
      assert (false);
    }

    // write z data
    len = zDim.getLength();
    A = new ArrayDouble.D1(len);
    ima = A.getIndex();
    for (int i = 0; i < len; i++) A.setDouble(ima.set(i), (double) (i * 10));
    try {
      ncfile.write("z", origin, A);
    } catch (IOException e) {
      System.err.println("ERROR writing z");
      assert (false);
    }

    // write y data
    len = yDim.getLength();
    A = new ArrayDouble.D1(len);
    ima = A.getIndex();
    for (int i = 0; i < len; i++) A.setDouble(ima.set(i), (double) (i * 3));
    try {
      ncfile.write("y", origin, A);
    } catch (IOException e) {
      System.err.println("ERROR writing y");
      assert (false);
    }

    // write x data
    len = xDim.getLength();
    A = new ArrayDouble.D1(len);
    ima = A.getIndex();
    for (int i = 0; i < len; i++) A.setDouble(ima.set(i), (double) (i * 5));
    try {
      ncfile.write("x", origin, A);
    } catch (IOException e) {
      System.err.println("ERROR writing x");
      assert (false);
    }

    // write tzyx data
    doWrite4(ncfile, "tzyx");
    doWrite4(ncfile, "tzxy");
    doWrite4(ncfile, "txyz");
    doWrite4(ncfile, "tyxz");
    doWrite4(ncfile, "zyxt");
    doWrite4(ncfile, "zxyt");
    doWrite4(ncfile, "xyzt");
    doWrite4(ncfile, "yxzt");

    doWrite3(ncfile, "zyx");
    doWrite3(ncfile, "txy");
    doWrite3(ncfile, "yxz");
    doWrite3(ncfile, "xzy");
    doWrite3(ncfile, "yxt");
    doWrite3(ncfile, "xyt");
    doWrite3(ncfile, "yxt");
    doWrite3(ncfile, "xyz");

    doWrite2(ncfile, "yx");
    doWrite2(ncfile, "xy");
    doWrite2(ncfile, "yz");
    doWrite2(ncfile, "xz");
    doWrite2(ncfile, "yt");
    doWrite2(ncfile, "xt");
    doWrite2(ncfile, "ty");
    doWrite2(ncfile, "tx");

    if (show) System.out.println("ncfile = " + ncfile);

    // all done
    try {
      ncfile.close();
    } catch (IOException e) {
      System.err.println("ERROR writing file");
      assert (false);
    }

    System.out.println("*****************Test Write done");
  }
예제 #10
0
  public void testNC3Read() throws IOException {
    NetcdfFile ncfile = TestDir.openFileLocal("testWrite.nc");

    assert (null != ncfile.findDimension("lat"));
    assert (null != ncfile.findDimension("lon"));

    Variable temp = null;
    assert (null != (temp = ncfile.findVariable("temperature")));

    // read entire array
    Array A;
    try {
      A = temp.read();
    } catch (IOException e) {
      System.err.println("ERROR reading file");
      assert (false);
      return;
    }
    assert (A.getRank() == 2);

    int i, j;
    Index ima = A.getIndex();
    int[] shape = A.getShape();
    assert shape[0] == 64;
    assert shape[1] == 128;

    for (i = 0; i < shape[0]; i++) {
      for (j = 0; j < shape[1]; j++) {
        double dval = A.getDouble(ima.set(i, j));
        assert (dval == (double) (i * 1000000 + j * 1000)) : dval;
      }
    }

    // read part of array
    int[] origin2 = new int[2];
    int[] shape2 = new int[2];
    shape2[0] = 1;
    shape2[1] = temp.getShape()[1];
    try {
      A = temp.read(origin2, shape2);
    } catch (InvalidRangeException e) {
      System.err.println("ERROR reading file " + e);
      assert (false);
      return;
    } catch (IOException e) {
      System.err.println("ERROR reading file");
      assert (false);
      return;
    }
    assert (A.getRank() == 2);

    for (j = 0; j < shape2[1]; j++) {
      assert (A.getDouble(ima.set(0, j)) == (double) (j * 1000));
    }

    // rank reduction
    Array Areduce = A.reduce();
    Index ima2 = Areduce.getIndex();
    assert (Areduce.getRank() == 1);

    for (j = 0; j < shape2[1]; j++) {
      assert (Areduce.getDouble(ima2.set(j)) == (double) (j * 1000));
    }

    // read char variable
    Variable c = null;
    assert (null != (c = ncfile.findVariable("svar")));
    try {
      A = c.read();
    } catch (IOException e) {
      assert (false);
    }
    assert (A instanceof ArrayChar);
    ArrayChar ac = (ArrayChar) A;
    String val = ac.getString(ac.getIndex());
    assert val.equals("Testing 1-2-3") : val;
    // System.out.println( "val = "+ val);

    // read char variable 2
    Variable c2 = null;
    assert (null != (c2 = ncfile.findVariable("svar2")));
    try {
      A = c2.read();
    } catch (IOException e) {
      assert (false);
    }
    assert (A instanceof ArrayChar);
    ArrayChar ac2 = (ArrayChar) A;
    assert (ac2.getString().equals("Two pairs of ladies stockings!"));

    // read String Array
    Variable c3 = null;
    assert (null != (c3 = ncfile.findVariable("names")));
    try {
      A = c3.read();
    } catch (IOException e) {
      assert (false);
    }
    assert (A instanceof ArrayChar);
    ArrayChar ac3 = (ArrayChar) A;
    ima = ac3.getIndex();

    assert (ac3.getString(ima.set(0)).equals("No pairs of ladies stockings!"));
    assert (ac3.getString(ima.set(1)).equals("One pair of ladies stockings!"));
    assert (ac3.getString(ima.set(2)).equals("Two pairs of ladies stockings!"));

    // read String Array - 2
    Variable c4 = null;
    assert (null != (c4 = ncfile.findVariable("names2")));
    try {
      A = c4.read();
    } catch (IOException e) {
      assert (false);
    }
    assert (A instanceof ArrayChar);
    ArrayChar ac4 = (ArrayChar) A;
    ima = ac4.getIndex();

    assert (ac4.getString(0).equals("0 pairs of ladies stockings!"));
    assert (ac4.getString(1).equals("1 pair of ladies stockings!"));
    assert (ac4.getString(2).equals("2 pairs of ladies stockings!"));

    // System.out.println( "ncfile = "+ ncfile);
    ncfile.close();
    System.out.println("**************TestRead done");
  }
예제 #11
0
  public void testWriteStandardVar() throws Exception {
    NetcdfFileWriteable ncfile = new NetcdfFileWriteable(filename, false);

    // define dimensions
    Dimension latDim = ncfile.addDimension("lat", 2);
    Dimension lonDim = ncfile.addDimension("lon", 3);

    ArrayList dims = new ArrayList();
    dims.add(latDim);
    dims.add(lonDim);

    // case 1
    ncfile.addVariable("t1", DataType.DOUBLE, dims);
    ncfile.addVariableAttribute("t1", CDM.SCALE_FACTOR, new Double(2.0));
    ncfile.addVariableAttribute("t1", "add_offset", new Double(77.0));

    // case 2
    ncfile.addVariable("t2", DataType.BYTE, dims);
    ncfile.addVariableAttribute("t2", CDM.SCALE_FACTOR, new Short((short) 2));
    ncfile.addVariableAttribute("t2", "add_offset", new Short((short) 77));

    // case 3
    ncfile.addVariable("t3", DataType.BYTE, dims);
    ncfile.addVariableAttribute("t3", "_FillValue", new Byte((byte) 255));

    // case 4
    ncfile.addVariable("t4", DataType.SHORT, dims);
    ncfile.addVariableAttribute("t4", CDM.MISSING_VALUE, new Short((short) -9999));

    // case 5
    ncfile.addVariable("t5", DataType.SHORT, dims);
    ncfile.addVariableAttribute("t5", CDM.MISSING_VALUE, new Short((short) -9999));
    ncfile.addVariableAttribute("t5", CDM.SCALE_FACTOR, new Short((short) 2));
    ncfile.addVariableAttribute("t5", "add_offset", new Short((short) 77));

    // case 1
    ncfile.addVariable("m1", DataType.DOUBLE, dims);
    ncfile.addVariableAttribute("m1", CDM.MISSING_VALUE, -999.99);

    // create the file
    ncfile.create();

    // write t1
    ArrayDouble A = new ArrayDouble.D2(latDim.getLength(), lonDim.getLength());
    int i, j;
    Index ima = A.getIndex();
    // write
    for (i = 0; i < latDim.getLength(); i++)
      for (j = 0; j < lonDim.getLength(); j++) A.setDouble(ima.set(i, j), (double) (i * 10.0 + j));
    int[] origin = new int[2];
    ncfile.write("t1", origin, A);

    // write t2
    ArrayByte Ab = new ArrayByte.D2(latDim.getLength(), lonDim.getLength());
    ima = Ab.getIndex();
    for (i = 0; i < latDim.getLength(); i++)
      for (j = 0; j < lonDim.getLength(); j++) Ab.setByte(ima.set(i, j), (byte) (i * 10 + j));
    ncfile.write("t2", origin, Ab);

    // write t3
    ncfile.write("t3", origin, Ab);

    // write t4
    Array As = new ArrayShort.D2(latDim.getLength(), lonDim.getLength());
    ima = As.getIndex();
    for (i = 0; i < latDim.getLength(); i++)
      for (j = 0; j < lonDim.getLength(); j++) As.setShort(ima.set(i, j), (short) (i * 10 + j));
    ncfile.write("t4", origin, As);

    As.setShort(ima.set(0, 0), (short) -9999);
    ncfile.write("t5", origin, As);

    // write m1
    ArrayDouble.D2 Ad = new ArrayDouble.D2(latDim.getLength(), lonDim.getLength());
    for (i = 0; i < latDim.getLength(); i++)
      for (j = 0; j < lonDim.getLength(); j++) Ad.setDouble(ima.set(i, j), (double) (i * 10.0 + j));
    Ad.set(1, 1, -999.99);
    ncfile.write("m1", new int[2], Ad);

    // all done
    ncfile.close();

    System.out.println("**************TestStandardVar Write done");
  }
예제 #12
0
  public void readShort2FloatMissing() throws Exception {
    Variable v = null;
    assert (null != (v = ncfileRead.findVariable("t5")));
    assert (v.getDataType() == DataType.SHORT);

    // standard convert with missing data
    assert (null != (v = dsRead.findVariable("t5")));
    assert v instanceof VariableEnhanced;
    assert v instanceof VariableDS;
    VariableDS vs = (VariableDS) v;
    assert (vs.getDataType() == DataType.FLOAT);

    assert (vs.hasMissing());
    assert (vs.hasMissingValue());
    double mv = 2 * (-9999) + 77;
    assert (vs.isMissing((double) mv));
    assert (vs.isMissingValue((double) mv));

    Array A = vs.read();
    Index ima = A.getIndex();
    int[] shape = A.getShape();
    int i, j;

    assert (vs.isMissing(A.getFloat(ima.set(0, 0))));

    for (i = 0; i < shape[0]; i++) {
      for (j = 1; j < shape[1]; j++) {
        float val = A.getFloat(ima.set(i, j));
        float want = 2 * (i * 10 + j) + 77;
        if (val != want) System.out.println(i + " " + j + " " + val + " " + want);
        assert (val == want);
      }
    }

    // useNaNs
    vs.setUseNaNs(true);
    assert (vs.getDataType() == DataType.FLOAT);

    assert (vs.hasMissing());
    assert (vs.hasMissingValue());
    double mv2 = 2 * (-9999) + 77;
    assert (vs.isMissing((double) mv2));
    assert (vs.isMissingValue((double) mv2));

    Array A2 = vs.read();
    Index ima2 = A2.getIndex();
    int[] shape2 = A2.getShape();

    double mval = A2.getFloat(ima2.set(0, 0));
    assert vs.isMissing(mval);
    assert Double.isNaN(mval);

    for (i = 0; i < shape2[0]; i++) {
      for (j = 1; j < shape2[1]; j++) {
        float val = A2.getFloat(ima2.set(i, j));
        float want = 2 * (i * 10 + j) + 77;
        if (val != want) System.out.println(i + " " + j + " " + val + " " + want);
        assert (val == want) : val + " != " + want;
      }
    }

    assert (null == vs.findAttribute(CDM.SCALE_FACTOR));
    assert (null == vs.findAttribute("add_offset"));
    assert (null == vs.findAttribute(CDM.MISSING_VALUE));

    System.out.println("**************TestStandardVar Read readShort2FloatMissing");
  }