package water.fvec;
import java.util.Arrays;
import water.*;
/**
* The scale/bias function, where data is in SIGNED bytes before scaling.
*/
public class C4SChunk extends Chunk {
static private final long _NA = Integer.MIN_VALUE;
static final int OFF=8+8;
public double _scale;
long _bias;
C4SChunk( byte[] bs, long bias, double scale ) { _mem=bs; _start = -1; _len = (_mem.length-OFF)>>2;
_bias = bias; _scale = scale;
UDP.set8d(_mem,0,scale);
UDP.set8(_mem, 8, bias);
}
@Override protected final long at8_impl( int i ) {
long res = UDP.get4(_mem,(i<<2)+OFF);
if( res == _NA ) throw new IllegalArgumentException("at8 but value is missing");
return (long)((res + _bias)*_scale);
}
@Override protected final double atd_impl( int i ) {
long res = UDP.get4(_mem,(i<<2)+OFF);
return (res == _NA)?Double.NaN:(res + _bias)*_scale;
}
@Override protected final boolean isNA_impl( int i ) { return UDP.get4(_mem,(i<<2)+OFF) == _NA; }
@Override boolean set_impl(int idx, long l) {
long res = (long)(l/_scale)-_bias; // Compressed value
double d = (res+_bias)*_scale; // Reverse it
if( (long)d != l ) return false; // Does not reverse cleanly?
if( !(Integer.MIN_VALUE < res && res <= Integer.MAX_VALUE) ) return false; // Out-o-range for a int array
UDP.set4(_mem,(idx<<2)+OFF,(int)res);
return true;
}
@Override boolean set_impl(int i, double d) { return false; }
@Override boolean set_impl(int i, float f ) { return false; }
@Override boolean setNA_impl(int idx) { UDP.set4(_mem,(idx<<2)+OFF,(int)_NA); return true; }
@Override boolean hasFloat() { return _scale < 1.0; }
@Override public AutoBuffer write(AutoBuffer bb) { return bb.putA1(_mem,_mem.length); }
@Override public C4SChunk read(AutoBuffer bb) {
_mem = bb.bufClose();
_start = -1;
_len = (_mem.length-OFF)>>2;
_scale= UDP.get8d(_mem,0);
_bias = UDP.get8(_mem, 8);
return this;
}
@Override NewChunk inflate_impl(NewChunk nc) {
double dx = Math.log10(_scale);
assert PrettyPrint.fitsIntoInt(dx);
nc.set_len(nc.set_sparseLen(0));
final int len = len();
for( int i=0; i<len; i++ ) {
int res = UDP.get4(_mem,(i<<2)+OFF);
if( res == _NA ) nc.addNA();
else nc.addNum(res+_bias,(int)dx);
}
return nc;
}
public int pformat_len0() { return pformat_len0(_scale,5); }
public String pformat0() { return "% 10.4e"; }
}