public override bool distance(Embeddable struct1, Embeddable struct2, Key key)
{
BloomFilter bf1 = (BloomFilter)struct1;
BloomFilter bf2 = (BloomFilter)struct2;
int t = ((HammingKey)key).t;
BitSet bs1 = bf1.getBitSet();
BitSet bs2 = bf2.getBitSet();
int d = distance(bs1, bs2);
return(d <= t);
}
public void setHashKeys(String id, Embeddable emb, String keyFieldName)
{
bool isKeyed = this.getConfiguration().isKeyed;
String[] keyFieldNames = this.getConfiguration().keyFieldNames;
IStoreEngine hashKeys = keys;
if (isKeyed)
{
hashKeys = this.getKeyMap(keyFieldName);
}
Dictionary <String, Object> cache = this.getCacheMap(keyFieldName);
Key key = this.getConfiguration().getKey(keyFieldName);
for (int j = 0; j < key.L; j++)
{
String hashKey = buildHashKey(j, emb, keyFieldName);
if (cache.ContainsKey(hashKey))
{
List <String> arr = (List <String>)cache[hashKey];
arr.Add(id);
if (arr.Count >= CACHEENTRYLIMIT)
{
long tt = incId();
hashKeys.set(hashKey + "_" + tt, arr);
cache.Remove(hashKey);
}
}
else
{
List <String> arr = new List <String>();
arr.Add(id);
cache[hashKey] = arr;
}
if (cache.Count >= CACHENOLIMIT)
{
persistCache(keyFieldName);
}
}
}
public override String buildHashKey(int j, Embeddable emb, String keyFieldName)
{
BloomFilter bf = (BloomFilter)emb;
BitSet bs = bf.getBitSet();
String hashKey = "";
Key key = hConf.getKey(keyFieldName);
for (int k = 0; k < key.k; k++)
{
int position = ((HammingKey)key).samples[j][k];
if (bs.get(position))
{
hashKey = hashKey + "1";
}
else
{
hashKey = hashKey + "0";
}
}
return("L" + j + "_" + hashKey);
}
public void insert(Record rec)
{
if (this.getConfiguration().isPrivate)
{
Embeddable emb = (Embeddable)rec.get(Record.PRIVATE_STRUCTURE);
data.set(rec.getId(), emb);
setHashKeys(rec.getId(), emb, Configuration.RECORD_LEVEL);
return;
}
bool isKeyed = this.getConfiguration().isKeyed;
String[] keyFieldNames = this.getConfiguration().keyFieldNames;
Dictionary <String, Embeddable[]> embMap = buildEmbeddableMap(rec);
if (isKeyed)
{
for (int i = 0; i < keyFieldNames.Length; i++)
{
String keyFieldName = keyFieldNames[i];
Embeddable[] embs = embMap[keyFieldName];
for (int j = 0; j < embs.Length; j++)
{
Embeddable emb = embs[j];
setHashKeys(rec.getId() + Key.KEYFIELD + j, emb, keyFieldName);
this.getDataMap(keyFieldName).set(rec.getId() + Key.KEYFIELD + j, emb);
}
}
}
else
{
data.set(rec.getId(), ((Embeddable[])embMap[Configuration.RECORD_LEVEL])[0]);
setHashKeys(rec.getId(), ((Embeddable[])embMap[Configuration.RECORD_LEVEL])[0], Configuration.RECORD_LEVEL);
}
records.set(rec.getId(), rec);
}
public HammingKey(String keyFieldName, int k, double delta, int t, bool tokenized, bool performComparisons, Embeddable emb)
{
this.keyFieldName = keyFieldName;
this.k = k;
this.delta = delta;
this.t = t;
this.size = emb.getSize();
optimizeL();
this.tokenized = tokenized;
this.samples = new int[this.L][];
for (int i = 0; i < this.L; i++)
{
this.samples[i] = new int[this.k];
}
initSamples();
this.performComparisons = performComparisons;
this.emb = emb;
Console.WriteLine("Number of hash tables generated L=" + this.L + " using k=" + this.k + " and size=" + this.size);
}
public abstract bool distance(Embeddable struct1, Embeddable struct2, Key key);
/*
* Opens a HammingLSH store
* found in specified @target.
* @throws StoreInitExcoetion
*/
// public static DataStore open(String storeName){
// // Config conf = new Config(Config.CONFIG_FILE);
// // StoreConfigurationParams c = conf.get(Config.CONFIG_STORE, storeName);
// try {
// DataStore ds = this.dataStoreFactory.create(c.getTarget(), storeName, c.getLSHStore(), c.getEngine(), null, true);
// return ds;
// } catch (Exception ex) {
// Console.Error.WriteLine("Initialization error of data store " + storeName, ex);
// return null;
// }
// }
public abstract String buildHashKey(int j, Embeddable structure, String keyFieldName);
public Dictionary <String, Embeddable[]> buildEmbeddableMap(Record rec)
{
Dictionary <String, Embeddable[]> embMap = new Dictionary <String, Embeddable[]>();
bool isKeyed = this.getConfiguration().isKeyed;
String[] keyFieldNames = this.getConfiguration().keyFieldNames;
List <String> fieldNames = rec.getFieldNames();
Embeddable embRec = null;
if ((!isKeyed) && (this.getConfiguration().getKey(Configuration.RECORD_LEVEL) != null))
{
embRec = this.getConfiguration().getKey(Configuration.RECORD_LEVEL).emb.freshCopy();
}
for (int i = 0; i < fieldNames.Count; i++)
{
String fieldName = fieldNames[i];
bool isNotIndexedField = rec.isNotIndexedField(fieldName);
String s = (String)rec.get(fieldName);
if (isKeyed)
{
for (int j = 0; j < keyFieldNames.Length; j++)
{
String keyFieldName = keyFieldNames[j];
if (keyFieldName.Equals(fieldName))
{
Key key = this.getConfiguration().getKey(keyFieldName);
bool isTokenized = key.tokenized;
if (!isTokenized)
{
Embeddable emb = key.emb.freshCopy();
emb.embed(s);
embMap[keyFieldName] = new Embeddable[] { emb };
}
else
{
String[] keyValues = (String[])rec.get(keyFieldName + Key.TOKENS);
Embeddable[] bfs = new Embeddable[keyValues.Length];
for (int k = 0; k < bfs.Length; k++)
{
String v = keyValues[k];
Embeddable emb = key.emb.freshCopy();
emb.embed(v);
bfs[k] = emb;
}
embMap[keyFieldName] = bfs;
}
}
}
}
else if (!isNotIndexedField)
{
if (embRec != null)
{
embRec.embed(s);
}
else
{
Console.Error.WriteLine("Although no key fields are specified, a record-level embeddable is missing.");
}
}
}
if (!isKeyed)
{
embMap[Configuration.RECORD_LEVEL] = new Embeddable[] { embRec };
}
return(embMap);
}