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The DSI utilities are a mishmash of classes accumulated during the last twenty years in projects developed at the DSI (Dipartimento di Scienze dell'Informazione, i.e., Information Sciences Department), now DI (Dipartimento di Informatica, i.e., Informatics Department), of the Universita` degli Studi di Milano.
/*
* DSI utilities
*
* Copyright (C) 2010-2020 Sebastiano Vigna
*
* This library is free software; you can redistribute it and/or modify it
* under the terms of the GNU Lesser General Public License as published by the Free
* Software Foundation; either version 3 of the License, or (at your option)
* any later version.
*
* This library is distributed in the hope that it will be useful, but
* WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY
* or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License
* for more details.
*
* You should have received a copy of the GNU Lesser General Public License
* along with this program; if not, see .
*
*/
package it.unimi.dsi.util;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertFalse;
import static org.junit.Assert.assertTrue;
import java.util.Collection;
import java.util.Collections;
import java.util.List;
import org.junit.Test;
import it.unimi.dsi.fastutil.objects.ObjectArrayList;
import it.unimi.dsi.fastutil.objects.ObjectRBTreeSet;
public class TernaryIntervalSearchTreeTest {
private void assertContains(final TernaryIntervalSearchTree t , final String s, final int i) {
assertEquals(i, t.getLong(s));
//assertEquals(i, t.get(s.toCharArray()));
assertTrue(t.containsKey(s));
//assertTrue(t.containsKey(s.toCharArray()));
}
private void assertDoesNotContain(final TernaryIntervalSearchTree t , final String s) {
assertEquals(-1, t.getLong(s));
//assertEquals(-1, t.get(s.toCharArray()));
assertFalse(t.containsKey(s));
//assertFalse(t.containsKey(s.toCharArray()));
}
@Test
public void testSingleString() {
final TernaryIntervalSearchTree t = new TernaryIntervalSearchTree();
t.add("test");
assertContains(t, "test", 0);
assertDoesNotContain(t, "t");
assertDoesNotContain(t, "tes");
assertEquals(1, t.size());
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("testx"));
assertEquals(Interval.valueOf(0), t.rangeMap().get("test"));
assertEquals(Interval.valueOf(0), t.rangeMap().get("tes"));
assertEquals(Interval.valueOf(0), t.rangeMap().get("te"));
assertEquals(Interval.valueOf(0), t.rangeMap().get("t"));
assertEquals(Intervals.EMPTY_INTERVAL, t.getApproximatedInterval("s"));
assertEquals(Interval.valueOf(0), t.getApproximatedInterval("t"));
assertEquals(Interval.valueOf(0), t.getApproximatedInterval("testx"));
assertEquals("test", t.list().get(0).toString());
assertEquals("test", t.prefixMap().get(Interval.valueOf(0)).toString());
}
@Test
public void testForkLeft() {
final TernaryIntervalSearchTree t = new TernaryIntervalSearchTree();
t.add("test");
t.add("tast");
assertContains(t, "test", 1);
assertContains(t, "tast", 0);
assertDoesNotContain(t, "t");
assertDoesNotContain(t, "tes");
assertEquals(2, t.size());
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("testx"));
assertEquals(Interval.valueOf(1), t.rangeMap().get("test"));
assertEquals(Interval.valueOf(1), t.rangeMap().get("tes"));
assertEquals(Interval.valueOf(1), t.rangeMap().get("te"));
assertEquals(Interval.valueOf(0, 1), t.rangeMap().get("t"));
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("tx"));
assertEquals(Interval.valueOf(0, 0), t.rangeMap().get("ta"));
assertEquals(Interval.valueOf(0, 0), t.rangeMap().get("tas"));
assertEquals(Interval.valueOf(0, 0), t.rangeMap().get("tast"));
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("tastx"));
assertEquals(Intervals.EMPTY_INTERVAL, t.getApproximatedInterval("sz"));
assertEquals(Interval.valueOf(0, 1), t.getApproximatedInterval("t"));
assertEquals(Interval.valueOf(0), t.getApproximatedInterval("tat"));
assertEquals(Interval.valueOf(1), t.getApproximatedInterval("tet"));
assertEquals("tast", t.list().get(0).toString());
assertEquals("test", t.list().get(1).toString());
assertEquals("tast", t.prefixMap().get(Interval.valueOf(0)).toString());
assertEquals("test", t.prefixMap().get(Interval.valueOf(1)).toString());
assertEquals("t", t.prefixMap().get(Interval.valueOf(0, 1)).toString());
}
@Test
public void testForkRight() {
final TernaryIntervalSearchTree t = new TernaryIntervalSearchTree();
t.add("test");
t.add("tust");
assertContains(t, "test", 0);
assertContains(t, "tust", 1);
assertDoesNotContain(t, "t");
assertDoesNotContain(t, "tes");
assertEquals(2, t.size());
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("tustx"));
assertEquals(Interval.valueOf(1), t.rangeMap().get("tust"));
assertEquals(Interval.valueOf(1), t.rangeMap().get("tus"));
assertEquals(Interval.valueOf(1), t.rangeMap().get("tu"));
assertEquals(Interval.valueOf(0, 1), t.rangeMap().get("t"));
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("tx"));
assertEquals(Interval.valueOf(0, 0), t.rangeMap().get("te"));
assertEquals(Interval.valueOf(0, 0), t.rangeMap().get("tes"));
assertEquals(Interval.valueOf(0, 0), t.rangeMap().get("test"));
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("testx"));
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("testx"));
assertEquals(Intervals.EMPTY_INTERVAL, t.getApproximatedInterval("ta"));
assertEquals(Intervals.EMPTY_INTERVAL, t.getApproximatedInterval("s"));
assertEquals(Interval.valueOf(0), t.getApproximatedInterval("tf"));
assertEquals(Interval.valueOf(0, 1), t.getApproximatedInterval("t"));
assertEquals(Interval.valueOf(0), t.getApproximatedInterval("tet"));
assertEquals(Interval.valueOf(1), t.getApproximatedInterval("tut"));
assertEquals("test", t.list().get(0).toString());
assertEquals("tust", t.list().get(1).toString());
assertEquals("test", t.prefixMap().get(Interval.valueOf(0)).toString());
assertEquals("tust", t.prefixMap().get(Interval.valueOf(1)).toString());
assertEquals("t", t.prefixMap().get(Interval.valueOf(0, 1)).toString());
}
@Test
public void testForkMiddle() {
final TernaryIntervalSearchTree t = new TernaryIntervalSearchTree();
t.add("te");
t.add("test");
assertContains(t, "test", 1);
assertContains(t, "te", 0);
assertDoesNotContain(t, "t");
assertDoesNotContain(t, "tes");
assertEquals(2, t.size());
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("tx"));
assertEquals(Interval.valueOf(0, 1), t.rangeMap().get("te"));
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("tex"));
assertEquals(Interval.valueOf(1), t.rangeMap().get("tes"));
assertEquals(Interval.valueOf(1), t.rangeMap().get("test"));
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("testx"));
assertEquals(Intervals.EMPTY_INTERVAL, t.getApproximatedInterval("s"));
assertEquals(Interval.valueOf(1), t.getApproximatedInterval("tet"));
assertEquals(Interval.valueOf(0, 1), t.getApproximatedInterval("t"));
assertEquals(Interval.valueOf(0, 1), t.getApproximatedInterval("te"));
assertEquals(Interval.valueOf(0, 1), t.getApproximatedInterval("tes"));
assertEquals(Interval.valueOf(1), t.getApproximatedInterval("tt"));
assertEquals("te", t.list().get(0).toString());
assertEquals("test", t.list().get(1).toString());
assertEquals("te", t.prefixMap().get(Interval.valueOf(0)).toString());
assertEquals("test", t.prefixMap().get(Interval.valueOf(1)).toString());
assertEquals("te", t.prefixMap().get(Interval.valueOf(0, 1)).toString());
}
@Test
public void testSplit() {
final TernaryIntervalSearchTree t = new TernaryIntervalSearchTree();
t.add("test");
t.add("te");
assertContains(t, "test", 1);
assertContains(t, "te", 0);
assertDoesNotContain(t, "t");
assertDoesNotContain(t, "tes");
assertEquals(2, t.size());
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("tx"));
assertEquals(Interval.valueOf(0, 1), t.rangeMap().get("te"));
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("tex"));
assertEquals(Interval.valueOf(1), t.rangeMap().get("tes"));
assertEquals(Interval.valueOf(1), t.rangeMap().get("test"));
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("testx"));
assertEquals(Intervals.EMPTY_INTERVAL, t.getApproximatedInterval("s"));
assertEquals(Interval.valueOf(1), t.getApproximatedInterval("tet"));
assertEquals(Interval.valueOf(0, 1), t.getApproximatedInterval("t"));
assertEquals(Interval.valueOf(0, 1), t.getApproximatedInterval("te"));
assertEquals(Interval.valueOf(0, 1), t.getApproximatedInterval("tes"));
assertEquals(Interval.valueOf(1), t.getApproximatedInterval("tt"));
assertEquals("te", t.list().get(0).toString());
assertEquals("test", t.list().get(1).toString());
assertEquals("te", t.prefixMap().get(Interval.valueOf(0)).toString());
assertEquals("test", t.prefixMap().get(Interval.valueOf(1)).toString());
assertEquals("te", t.prefixMap().get(Interval.valueOf(0, 1)).toString());
}
@Test
public void testForkLeftLate() {
final TernaryIntervalSearchTree t = new TernaryIntervalSearchTree();
t.add("test");
t.add("tess");
assertContains(t, "test", 1);
assertContains(t, "tess", 0);
assertDoesNotContain(t, "t");
assertDoesNotContain(t, "tes");
assertEquals(2, t.size());
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("testx"));
assertEquals(Interval.valueOf(1), t.rangeMap().get("test"));
assertEquals(Interval.valueOf(0, 1), t.rangeMap().get("tes"));
assertEquals(Interval.valueOf(0, 1), t.rangeMap().get("te"));
assertEquals(Interval.valueOf(0, 1), t.rangeMap().get("t"));
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("tx"));
assertEquals(Interval.valueOf(0, 0), t.rangeMap().get("tess"));
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("tessx"));
assertEquals(Intervals.EMPTY_INTERVAL, t.getApproximatedInterval("sz"));
assertEquals(Interval.valueOf(0, 1), t.getApproximatedInterval("t"));
assertEquals(Interval.valueOf(0, 1), t.getApproximatedInterval("te"));
assertEquals(Interval.valueOf(0, 1), t.getApproximatedInterval("tes"));
assertEquals(Interval.valueOf(0), t.getApproximatedInterval("tessz"));
assertEquals(Interval.valueOf(1), t.getApproximatedInterval("testz"));
assertEquals(Interval.valueOf(1), t.getApproximatedInterval("tet"));
assertEquals("tess", t.list().get(0).toString());
assertEquals("test", t.list().get(1).toString());
assertEquals("tess", t.prefixMap().get(Interval.valueOf(0)).toString());
assertEquals("test", t.prefixMap().get(Interval.valueOf(1)).toString());
assertEquals("tes", t.prefixMap().get(Interval.valueOf(0, 1)).toString());
}
@Test
public void testForkRightLate() {
final TernaryIntervalSearchTree t = new TernaryIntervalSearchTree();
t.add("test");
t.add("tesv");
assertContains(t, "test", 0);
assertContains(t, "tesv", 1);
assertDoesNotContain(t, "t");
assertDoesNotContain(t, "tes");
assertEquals(2, t.size());
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("tesvx"));
assertEquals(Interval.valueOf(1), t.rangeMap().get("tesv"));
assertEquals(Interval.valueOf(0, 1), t.rangeMap().get("tes"));
assertEquals(Interval.valueOf(0, 1), t.rangeMap().get("te"));
assertEquals(Interval.valueOf(0, 1), t.rangeMap().get("t"));
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("tx"));
assertEquals(Interval.valueOf(0, 0), t.rangeMap().get("test"));
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("testx"));
assertEquals(Interval.valueOf(0, 1), t.getApproximatedInterval("t"));
assertEquals(Interval.valueOf(0, 1), t.getApproximatedInterval("te"));
assertEquals(Interval.valueOf(0, 1), t.getApproximatedInterval("tes"));
assertEquals(Interval.valueOf(0), t.getApproximatedInterval("tesu"));
assertEquals(Interval.valueOf(0), t.getApproximatedInterval("testvz"));
assertEquals(Interval.valueOf(1), t.getApproximatedInterval("tet"));
assertEquals(Interval.valueOf(0, 1), t.getApproximatedInterval("tes"));
assertEquals("test", t.list().get(0).toString());
assertEquals("tesv", t.list().get(1).toString());
assertEquals("test", t.prefixMap().get(Interval.valueOf(0)).toString());
assertEquals("tesv", t.prefixMap().get(Interval.valueOf(1)).toString());
assertEquals("tes", t.prefixMap().get(Interval.valueOf(0, 1)).toString());
}
@Test
public void testForkMiddleLate() {
final TernaryIntervalSearchTree t = new TernaryIntervalSearchTree();
t.add("tes");
t.add("test");
assertContains(t, "test", 1);
assertContains(t, "tes", 0);
assertDoesNotContain(t, "t");
assertDoesNotContain(t, "te");
assertEquals(2, t.size());
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("tx"));
assertEquals(Interval.valueOf(0, 1), t.rangeMap().get("te"));
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("tex"));
assertEquals(Interval.valueOf(0, 1), t.rangeMap().get("tes"));
assertEquals(Interval.valueOf(1), t.rangeMap().get("test"));
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("testx"));
assertEquals(Interval.valueOf(0, 1), t.getApproximatedInterval("t"));
assertEquals(Interval.valueOf(0, 1), t.getApproximatedInterval("te"));
assertEquals(Interval.valueOf(0, 1), t.getApproximatedInterval("tes"));
assertEquals(Interval.valueOf(0), t.getApproximatedInterval("tess"));
assertEquals(Interval.valueOf(1), t.getApproximatedInterval("testvz"));
assertEquals(Interval.valueOf(1), t.getApproximatedInterval("tet"));
assertEquals("tes", t.list().get(0).toString());
assertEquals("test", t.list().get(1).toString());
assertEquals("tes", t.prefixMap().get(Interval.valueOf(0)).toString());
assertEquals("test", t.prefixMap().get(Interval.valueOf(1)).toString());
assertEquals("tes", t.prefixMap().get(Interval.valueOf(0, 1)).toString());
}
@Test
public void testJustMarkNode() {
final TernaryIntervalSearchTree t = new TernaryIntervalSearchTree();
t.add("test");
t.add("tast");
t.add("te");
assertContains(t, "test", 2);
assertContains(t, "tast", 0);
assertContains(t, "te", 1);
assertEquals(3, t.size());
assertDoesNotContain(t, "t");
assertDoesNotContain(t, "tes");
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("testx"));
assertEquals(Interval.valueOf(2), t.rangeMap().get("test"));
assertEquals(Interval.valueOf(2), t.rangeMap().get("tes"));
assertEquals(Interval.valueOf(1, 2), t.rangeMap().get("te"));
assertEquals(Interval.valueOf(0, 2), t.rangeMap().get("t"));
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("tx"));
assertEquals(Interval.valueOf(0, 0), t.rangeMap().get("tas"));
assertEquals(Interval.valueOf(0, 0), t.rangeMap().get("tast"));
assertEquals(Intervals.EMPTY_INTERVAL, t.rangeMap().get("tastx"));
assertEquals(Interval.valueOf(0, 2), t.getApproximatedInterval("t"));
assertEquals(Interval.valueOf(0, 0), t.getApproximatedInterval("ta"));
assertEquals(Interval.valueOf(1, 2), t.getApproximatedInterval("te"));
assertEquals(Interval.valueOf(1, 2), t.getApproximatedInterval("tes"));
assertEquals(Interval.valueOf(2), t.getApproximatedInterval("testvz"));
assertEquals(Interval.valueOf(2), t.getApproximatedInterval("tet"));
assertEquals("tast", t.list().get(0).toString());
assertEquals("te", t.list().get(1).toString());
assertEquals("tast", t.prefixMap().get(Interval.valueOf(0)).toString());
assertEquals("te", t.prefixMap().get(Interval.valueOf(1)).toString());
assertEquals("test", t.prefixMap().get(Interval.valueOf(2)).toString());
assertEquals("t", t.prefixMap().get(Interval.valueOf(0, 1)).toString());
assertEquals("te", t.prefixMap().get(Interval.valueOf(1, 2)).toString());
assertEquals("t", t.prefixMap().get(Interval.valueOf(0, 2)).toString());
}
@Test
public void testTwoRightForks() {
final TernaryIntervalSearchTree t = new TernaryIntervalSearchTree();
t.add("0");
t.add("iscrivit");
t.add("vai");
assertEquals(Interval.valueOf(0, 1), t.getApproximatedInterval("i"));
assertEquals("0", t.prefixMap().get(Interval.valueOf(0)).toString());
assertEquals("iscrivit", t.prefixMap().get(Interval.valueOf(1)).toString());
assertEquals("vai", t.prefixMap().get(Interval.valueOf(2)).toString());
assertEquals("", t.prefixMap().get(Interval.valueOf(0, 1)).toString());
assertEquals("", t.prefixMap().get(Interval.valueOf(1, 2)).toString());
assertEquals("", t.prefixMap().get(Interval.valueOf(0, 2)).toString());
}
@Test
public void testLargeSet() {
final List c = new ObjectArrayList<>(WORDS);
Collections.shuffle(c);
TernaryIntervalSearchTree t = new TernaryIntervalSearchTree(c);
for (final String element : WORDS)
assertTrue(element, t.containsKey(element));
for(int i = 0; i < WORDS.length; i++) assertEquals(WORDS[i], t.list().get(i).toString());
for (final String element : WORDS)
for(int j = 0; j < element.length(); j++) {
String s = element.substring(0, j + 1);
int k, left, right;
for(k = 0; k < WORDS.length; k++) if (WORDS[k].startsWith(s)) break;
left = k;
for(; k < WORDS.length; k++) if (! WORDS[k].startsWith(s)) break;
right = k - 1;
assertEquals(s, left <= right ? Interval.valueOf(left, right) : Intervals.EMPTY_INTERVAL, t.rangeMap().get(s));
s = s + " ";
for(k = 0; k < WORDS.length; k++) if (s.compareTo(WORDS[k]) < 0) break;
assertEquals(s, k > 0 ? Interval.valueOf(k - 1) : Intervals.EMPTY_INTERVAL, t.getApproximatedInterval(s));
s = s.substring(0, s.length() - 1) + "~";
for(k = 0; k < WORDS.length; k++) if (s.compareTo(WORDS[k]) < 0) break;
assertEquals(s, Interval.valueOf(k - 1), t.getApproximatedInterval(s));
}
final Collection p = new ObjectRBTreeSet<>();
for (final String element : WORDS)
for(int j = 0; j < element.length(); j++)
p.add(element.substring(0, j + 1));
t = new TernaryIntervalSearchTree(p);
for (final String s : p) {
assertTrue(s, t.containsKey(s));
}
int j = 0;
for (final String s : p) {
assertEquals(s, t.list().get(j++).toString());
}
}
public static final String[] WORDS = { "0", "00", "01", "02", "0200", "03", "09", "1", "10", "100", "11", "12", "13", "14", "15", "15mb", "18", "19", "1999", "2", "20", "2000", "2003", "2004",
"2430", "27", "28", "3", "30", "33", "3d", "4", "5", "50", "6", "61", "7", "7027", "8", "9", "96", "a", "abiti", "accanto", "accesso", "accordo", "ad", "addio", "adsl", "aerei", "aereo",
"affari", "affitto", "aforismi", "ai", "aiuto", "al", "alan", "alcune", "alcuni", "all", "alla", "alta", "altra", "altre", "altri", "altro", "ambo", "american", "amici", "amico", "amore",
"ampia", "anche", "anima", "anni", "anno", "annunci", "annuncio", "anticoncezionali", "api", "appelli", "appuntamento", "aquario", "argomento", "arianna", "arrivi", "arte", "aspettano",
"assicurazioni", "aste", "auto", "autore", "autoworld", "avermi", "avrai", "avuto", "avventura", "avvocati", "avvocato", "aziendale", "aziende", "azione", "azioni", "b", "b2b", "baci",
"banche", "barra", "barzelletta", "barzellette", "basket", "basta", "battute", "battutine", "bella", "belle", "bello", "bellucci", "ben", "benessere", "benvenuti", "biasimo", "bilancia",
"bisogno", "bisturi", "blu", "bob", "borsa", "borse", "borsellino", "brevi", "buffe", "buona", "business", "c", "cabaret", "calcio", "calcola", "calendari", "calorie", "camera",
"campeggio", "canale", "canali", "canone", "canzone", "capacità", "capisce", "capodanno", "carabinieri", "carta", "cartoline", "cartoni", "casa", "casaclick", "case", "categorie",
"cattiverie", "ce", "cellulare", "center", "centesimi", "cerca", "cercatrova", "cerchi", "champions", "chat", "che", "chi", "chiedi", "chilo", "chiuso", "cinema", "citta", "città",
"ciunga", "classe", "classifica", "classifiche", "clicca", "cliccati", "clienti", "collegati", "collegato", "colleghi", "com", "come", "comico", "commedia", "community", "compra",
"computer", "computers", "con", "conosci", "console", "consulenze", "consulti", "contattaci", "contenuti", "continua", "copyright", "corpo", "correzioni", "cortometrag", "cosa", "cose",
"crea", "credito", "cronache", "cucina", "cui", "cultura", "cupido", "cv", "d", "da", "dai", "dal", "dalla", "date", "decisamente", "dei", "del", "dell", "della", "delle", "dello",
"desideri", "di", "dieta", "dietro", "difficoltà", "digiland", "digitale", "directory", "diritti", "disclaimer", "discorso", "discussioni", "disposizione", "diteci", "diversi",
"divertente", "divertenti", "divertimento", "divorzio", "documentario", "dom", "domanda", "domini", "donne", "dopo", "download", "drammatico", "dreamcast", "dubbi", "due", "durare", "e",
"easysms", "ebay", "ecocultura", "ecommerce", "economia", "edicola", "editoria", "editoriale", "editoriali", "elenco", "elisa", "erotico", "esclusivi", "etaslab", "eterni", "eterno",
"euro", "evoluzione", "excite", "express", "extra", "fa", "facile", "fai", "fantascienza", "fare", "fasi", "fatto", "febbraio", "ferro", "feste", "festival", "figli", "figlia", "figlio",
"filastrocche", "files", "film", "finalmente", "finanza", "finora", "fiorellini", "fissa", "fitness", "flat", "folli", "fondi", "fortuna", "forum", "foto", "fotografia", "freddure",
"free", "fumetti", "fun", "galleria", "gallerie", "gallery", "gamecube", "games", "garanzie", "gemella", "gemelli", "generale", "genere", "generi", "gente", "gi", "giallo", "gio",
"gioca", "giochi", "gioco", "giornalistiche", "giorno", "giurisdizioni", "giusta", "gli", "google", "gossip", "gratis", "gratuitamente", "gratuiti", "grottesco", "guadagna", "guadagni",
"guardare", "guest", "guida", "ha", "hai", "ho", "home", "hope", "horror", "hosting", "hotel", "humor", "i", "idee", "il", "immagini", "improbabile", "in", "incinta", "incontri",
"indice", "indirizzi", "infernali", "informazioni", "iniziativa", "inseriti", "interagisci", "internet", "interromperti", "intrattenimento", "invia", "inwind", "iol", "irriverenti",
"iscrivermi", "iscriviti", "it", "italia", "italiani", "italiaonline", "jumpy", "l", "la", "lastminute", "laurea", "lavagna", "lavatrice", "lavoro", "le", "legge", "leggendo", "leggerlo",
"leggi", "libero", "libri", "life", "line", "live", "lo", "località", "loghi", "loro", "lotto", "lui", "lun", "lunedì", "lycos", "macchine", "mai", "mail", "mailbox", "mappe", "mar",
"marito", "mars", "matrimonio", "matte", "matti", "maturando", "medicoonline", "meglio", "memoria", "menù", "mer", "mercatino", "mercedes", "messo", "meteo", "mette", "mib", "mibtel",
"miglior", "migliori", "milano", "mio", "misteri", "miti", "mms", "moda", "mode", "modem", "modo", "moglie", "molto", "mondo", "mostralfonso", "motori", "moviola", "mp3", "multiservizi",
"musica", "musical", "mutui", "mutuo", "n64", "napoli", "nascosti", "nascosto", "nasdaq", "natura", "naviga", "nazionale", "ne", "negativo", "nel", "nella", "nelle", "neve", "news",
"newsgroup", "newsletter", "nikkei", "non", "notebook", "notizie", "novita", "nuova", "nuovi", "o", "offerte", "offre", "ogni", "on", "online", "ora", "ordine", "ore", "oroscopo", "orsa",
"oscar", "ottima", "ottimizza", "ovviamente", "p", "padre", "page", "palco", "panoramica", "parecchi", "parenti", "parla", "partite", "partner", "pass", "passioni", "pazze", "pc", "pena",
"per", "perdere", "personal", "personalizzati", "persone", "piace", "pianeta", "piangono", "pianificare", "piatti", "picchio", "pillole", "pippo", "pippoland", "piu", "più",
"playstation", "poesie", "polemica", "policy", "poliziesco", "pop", "porno", "porta", "positivo", "possibile", "posta", "poveri", "povertà", "praticità", "preferenza", "preferiti",
"premi", "premio", "premium", "prese", "presentaci", "prestiti", "prestito", "previsioni", "prezzi", "primo", "privacy", "problema", "prodotti", "professionale", "progetto", "promozioni",
"proposte", "prostituta", "prova", "ps2", "pubblicheremo", "pubblicita", "punti", "puoi", "qualche", "qualcosa", "quelle", "quello", "questa", "queste", "questi", "questo", "qui",
"raccolte", "raccontato", "radio", "rapido", "rassegna", "realizzazione", "recensioni", "recensiti", "relazione", "religione", "reserved", "responsabile", "ricchezza", "ricchi",
"ricerca", "ricerche", "ricette", "ricevi", "richiedi", "ridono", "rights", "rime", "risate", "riservati", "riso", "risolti", "risparmi", "rno", "roma", "rosso", "rotta", "rubriche", "s",
"sab", "sacco", "sali", "salute", "san", "saretefamosi", "sarà", "scambia", "scarica", "scaricare", "scegli", "scelta", "scelti", "scienza", "scienze", "sconosciuto", "scontati",
"sconti", "scopri", "scoprilo", "scrivi", "scrivici", "se", "secondo", "segnala", "segreti", "sei", "sembrano", "sempre", "seno", "sentimentale", "sera", "serpenti", "serve", "servizi",
"sessi", "settimana", "sfido", "sfortuna", "sfortunata", "shirt", "shop", "shopping", "si", "sia", "siamo", "signora", "silicone", "simpatiche", "siti", "sito", "smeraldo", "sms",
"snake", "software", "sognato", "soli", "solo", "soluzione", "soluzioni", "son", "sondaggio", "sono", "sotto", "special", "speciale", "speciali", "spediscila", "spettacolari", "spicy",
"sport", "srl", "sta", "stampa", "stanno", "stanza", "stasera", "stella", "stellare", "stelle", "storia", "storico", "storie", "stranafoto", "strane", "strani", "studia", "stupidario",
"stupisci", "su", "sua", "subito", "successo", "sugli", "sul", "sulla", "suo", "suonerie", "suoni", "super", "supertop", "sviluppatori", "t", "tante", "tantum", "tarocco", "tassi", "te",
"tecnologia", "teknosurf", "telefonia", "telefonino", "televisione", "tempo", "territorio", "testa", "thriller", "ti", "tipiche", "toccano", "top", "tra", "traduzioni", "tranquillo",
"trasloca", "trasloco", "tre", "tribù", "troppo", "trova", "trovi", "trucchi", "tu", "tua", "tue", "tuo", "tuoi", "tutta", "tutte", "tutti", "tutto", "tuttocasa", "tv", "uccelli", "uffa",
"ultim", "ultimi", "umoristico", "un", "una", "unico", "uomini", "uomo", "user", "utili", "vacanze", "vale", "valentino", "varie", "vasectomia", "veloce", "velocemente", "ven", "vendita",
"vero", "vetrine", "via", "viaggi", "viaggiare", "viaggio", "video", "videogiochi", "vignette", "vinci", "virgilio", "virtuali", "visita", "vista", "vivere", "voglio", "voi", "volta",
"vostre", "voto", "vuoi", "vuole", "wap", "web", "webmaster", "western", "www", "xbox", "yahoo", "zone" };
}