MFO.java
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package is2.data;
import is2.util.DB;
import java.io.DataInputStream;
import java.io.DataOutputStream;
import java.io.IOException;
import java.util.HashMap;
import java.util.Map.Entry;
/**
* Map Features, do not map long to integer
*
* @author Bernd Bohnet, 20.09.2009
*/
final public class MFO implements IEncoderPlus {
/** The features and its values */
static private final HashMap<String,HashMap<String,Integer>> m_featureSets = new HashMap<String,HashMap<String,Integer>>();
/** The feature class and the number of values */
static private final HashMap<String,Integer> m_featureCounters = new HashMap<String,Integer>();
/** The number of bits needed to encode a feature */
static final HashMap<String,Integer> m_featureBits = new HashMap<String,Integer>();
final public static String NONE="<None>";
final public static class Data4 {
public int shift;
public short a0,a1,a2,a3,a4,a5,a6,a7,a8,a9;
public int v0,v1,v2,v3,v4,v5,v6,v7,v8,v9;
final public long calcs(int b, long v, long l) {
if (l<0) return l;
l |= v<<shift;
shift +=b;
return l;
}
}
public MFO () {}
/**
* Register an attribute class, if it not exists and add a possible value
* @param type
* @param type2
*/
final public int register(String a, String v) {
HashMap<String,Integer> fs = getFeatureSet().get(a);
if (fs==null) {
fs = new HashMap<String,Integer>();
getFeatureSet().put(a, fs);
fs.put(NONE, 0);
getFeatureCounter().put(a, 1);
}
Integer c = getFeatureCounter().get(a);
Integer i = fs.get(v);
if (i==null) {
fs.put(v, c);
c++;
getFeatureCounter().put(a,c);
return c-1;
} else return i;
}
/**
* Calculates the number of bits needed to encode a feature
*/
public void calculateBits() {
int total=0;
for(Entry<String,Integer> e : getFeatureCounter().entrySet() ){
int bits =(int)Math.ceil((Math.log(e.getValue()+1)/Math.log(2)));
m_featureBits.put(e.getKey(), bits);
total+=bits;
// System.out.println(" "+e.getKey()+" bits "+bits+" number "+(e.getValue()+1));
}
// System.out.println("total number of needed bits "+total);
}
@Override
public String toString() {
StringBuffer content = new StringBuffer();
for(Entry<String,Integer> e : getFeatureCounter().entrySet() ){
content.append(e.getKey()+" "+e.getValue());
content.append(':');
// HashMap<String,Integer> vs = getFeatureSet().get(e.getKey());
content.append(getFeatureBits(e.getKey()));
/*if (vs.size()<120)
for(Entry<String,Integer> e2 : vs.entrySet()) {
content.append(e2.getKey()+" ("+e2.getValue()+") ");
}*/
content.append('\n');
}
return content.toString();
}
static final public long calcs(Data4 d,int b, long v, long l) {
if (l<0) return l;
l |= v<<d.shift;
d.shift +=b;
return l;
}
static final public short getFeatureBits(String a) {
return (short)m_featureBits.get(a).intValue();
}
/**
* Get the integer place holder of the string value v of the type a
*
* @param t the type
* @param v the value
* @return the integer place holder of v
*/
final public int getValue(String t, String v) {
if (m_featureSets.get(t)==null) return -1;
Integer vi = m_featureSets.get(t).get(v);
if (vi==null) return -1; //stop &&
return vi.intValue();
}
/**
* Static version of getValue
* @see getValue
*/
static final public int getValueS(String a, String v) {
if (m_featureSets.get(a)==null) return -1;
Integer vi = m_featureSets.get(a).get(v);
if (vi==null) return -1; //stop &&
return vi.intValue();
}
public int hasValue(String a, String v) {
Integer vi = m_featureSets.get(a).get(v);
if (vi==null) return -1;
return vi.intValue();
}
final public long calc2(Data4 d) {
if (d.v0<0||d.v1<0) return -1;
// if (d.v1<0||d.v2<0) return -1;
long l = d.v0;
short shift =d.a0;
l |= (long)d.v1<<shift;
shift +=d.a1;
// l |= (long)d.v2<<shift;
d.shift=shift;
//d.shift=;
return l;
}
final public long calc3(Data4 d) {
if (d.v0<0||d.v1<0||d.v2<0) return -1;
// if (d.v1<0||d.v2<0) return -1;
long l = d.v0;
short shift =d.a0;
l |= (long)d.v1<<shift;
shift +=d.a1;
l |= (long)d.v2<<shift;
d.shift=shift + d.a2;
//d.shift=;
return l;
}
final public long calc4(Data4 d) {
if (d.v0<0||d.v1<0||d.v2<0||d.v3<0) return -1;
long l = d.v0;
int shift =d.a0;
l |= (long)d.v1<<shift;
shift +=d.a1;
l |= (long)d.v2<<shift;
shift +=d.a2;
l |= (long)d.v3<<shift;
d.shift= shift +d.a3;
return l;
}
final public long calc5(Data4 d) {
if (d.v0<0||d.v1<0||d.v2<0||d.v3<0||d.v4<0) return -1;
long l = d.v0;
int shift =d.a0;
l |= (long)d.v1<<shift;
shift +=d.a1;
l |= (long)d.v2<<shift;
shift +=d.a2;
l |= (long)d.v3<<shift;
shift +=d.a3;
l |= (long)d.v4<<shift;
d.shift =shift+d.a4;
return l;
}
static final public long calc6(Data4 d) {
if (d.v0<0||d.v1<0||d.v2<0||d.v3<0||d.v4<0||d.v5<0) return -1;
long l = d.v0;
int shift =d.a0;
l |= (long)d.v1<<shift;
shift +=d.a1;
l |= (long)d.v2<<shift;
shift +=d.a2;
l |= (long)d.v3<<shift;
shift +=d.a3;
l |= (long)d.v4<<shift;
shift +=d.a4;
l |= (long)d.v5<<shift;
d.shift =shift+d.a5;
return l;
}
final public long calc7(Data4 d) {
if (d.v0<0||d.v1<0||d.v2<0||d.v3<0||d.v4<0||d.v5<0||d.v6<0) return -1;
long l = d.v0;
int shift =d.a0;
l |= (long)d.v1<<shift;
shift +=d.a1;
l |= (long)d.v2<<shift;
shift +=d.a2;
l |= (long)d.v3<<shift;
shift +=d.a3;
l |= (long)d.v4<<shift;
shift +=d.a4;
l |= (long)d.v5<<shift;
shift +=d.a5;
l |= (long)d.v6<<shift;
d.shift =shift+d.a6;
return l;
}
final public long calc8(Data4 d) {
if (d.v0<0||d.v1<0||d.v2<0||d.v3<0||d.v4<0||d.v5<0||d.v6<0||d.v7<0) return -1;
long l = d.v0;
int shift =d.a0;
l |= (long)d.v1<<shift;
shift +=d.a1;
l |= (long)d.v2<<shift;
shift +=d.a2;
l |= (long)d.v3<<shift;
shift +=d.a3;
l |= (long)d.v4<<shift;
shift +=d.a4;
l |= (long)d.v5<<shift;
shift +=d.a5;
l |= (long)d.v6<<shift;
shift +=d.a6;
l |= (long)d.v7<<shift;
d.shift =shift+d.a7;
return l;
}
/**
* Maps a long to a integer value. This is very useful to save memory for sparse data long values
* @param node
* @return the integer
*/
static public int misses = 0;
static public int good = 0;
/**
* Write the data
* @param dos
* @throws IOException
*/
public void writeData(DataOutputStream dos) throws IOException {
dos.writeInt(getFeatureSet().size());
for(Entry<String, HashMap<String,Integer>> e : getFeatureSet().entrySet()) {
dos.writeUTF(e.getKey());
dos.writeInt(e.getValue().size());
for(Entry<String,Integer> e2 : e.getValue().entrySet()) {
if(e2.getKey()==null) DB.println("key "+e2.getKey()+" value "+e2.getValue()+" e -key "+e.getKey());
dos.writeUTF(e2.getKey());
dos.writeInt(e2.getValue());
}
}
}
public void read(DataInputStream din) throws IOException {
int size = din.readInt();
for(int i=0; i<size;i++) {
String k = din.readUTF();
int size2 = din.readInt();
HashMap<String,Integer> h = new HashMap<String,Integer>();
getFeatureSet().put(k,h);
for(int j = 0;j<size2;j++) {
h.put(din.readUTF(), din.readInt());
}
getFeatureCounter().put(k, size2);
}
calculateBits();
}
/**
* Clear the data
*/
static public void clearData() {
getFeatureSet().clear();
m_featureBits.clear();
getFeatureSet().clear();
}
public HashMap<String,Integer> getFeatureCounter() {
return m_featureCounters;
}
static public HashMap<String,HashMap<String,Integer>> getFeatureSet() {
return m_featureSets;
}
static public String[] reverse(HashMap<String,Integer> v){
String[] set = new String[v.size()];
for(Entry<String,Integer> e : v.entrySet()) {
set[e.getValue()]=e.getKey();
}
return set;
}
}