function getWordInfo($word, $MODEL_CORE, $MODEL_SEARCH, $MODEL_QAC, $fast = FALSE, $exactWord = FALSE)
{
$wordInfoArr = array();
$word = trim($word);
$wordUthmani = "";
$wordSimple = "";
if (isSimpleQuranWord($word)) {
$wordUthmani = getItemFromUthmaniToSimpleMappingTable($word);
$wordSimple = $word;
} else {
$wordUthmani = $word;
//preprint_r($UTHMANI_TO_SIMPLE_WORD_MAP_VS);
// tashkeel of last char is significant, ex: lemmas will probably not be in the MAP because of that
$wordSimple = getItemFromUthmaniToSimpleMappingTable($wordUthmani);
}
$WORDS_FREQUENCY = getModelEntryFromMemory("AR", "MODEL_CORE", "WORDS_FREQUENCY", "");
$freqArr = $WORDS_FREQUENCY['WORDS_TFIDF'][$wordSimple];
//preprint_r($freqArr);
$wordInfoArr['WORD_SIMPLE'] = $wordSimple;
$wordInfoArr['WORD_UTHMANI'] = $wordUthmani;
/*echoN("Simple:".$wordSimple);
echoN("Uthmani:".$wordUthmani);
echoN("Repetition:".$freqArr['TF']);
echoN("TF-IDF Weight:".round($freqArr['TFIDF'],2));
*/
$wordInfoArr['TF'] = $freqArr['TF'];
$wordInfoArr['TFIDF'] = round($freqArr['TFIDF'], 2);
//preprint_r($MODEL_QAC['QAC_MASTERTABLE']);
//preprint_r(array_keys($MODEL_QAC['QAC_FEATURES']));
$buckwalterTransliteration = "";
$posTagsArr = array();
$lemmasArr = array();
$wordRoot = "";
$featuresArr = array();
$versesArr = array();
$versesTagsArr = array();
$buckwalterTransliteration = "";
$wordRoot = "";
if (empty($wordSimple) || !modelEntryExistsInMemory("AR", "MODEL_SEARCH", "INVERTED_INDEX", $wordSimple)) {
return null;
}
//preprint_r($MODEL_SEARCH['INVERTED_INDEX'][$wordSimple]);
$invertedIndexEntry = getModelEntryFromMemory("AR", "MODEL_SEARCH", "INVERTED_INDEX", $wordSimple);
$QURAN_TEXT = getModelEntryFromMemory("AR", "MODEL_CORE", "QURAN_TEXT", "");
$TOTALS = getModelEntryFromMemory("AR", "MODEL_CORE", "TOTALS", "");
$PAUSEMARKS = $TOTALS['PAUSEMARKS'];
foreach ($invertedIndexEntry as $documentArrInIndex) {
$SURA = $documentArrInIndex['SURA'];
$AYA = $documentArrInIndex['AYA'];
$INDEX_IN_AYA_EMLA2Y = $documentArrInIndex['INDEX_IN_AYA_EMLA2Y'];
$INDEX_IN_AYA_UTHMANI = $documentArrInIndex['INDEX_IN_AYA_UTHMANI'];
$WORD_TYPE = $documentArrInIndex['WORD_TYPE'];
$EXTRA_WORD_TYPE_INFO = $documentArrInIndex['EXTRA_INFO'];
// INGORE ROOT SOURCES AND PRONOUNS, WE ONLY NEED THE NROMAL CORRESPONDING WORD
if ($WORD_TYPE == "PRONOUN_ANTECEDENT" || $WORD_TYPE == "ROOT") {
continue;
}
$qacLocation = getQACLocationStr($SURA + 1, $AYA + 1, $INDEX_IN_AYA_UTHMANI);
//echoN($qacLocation);exit;;
//preprint_r($MODEL_QAC['QAC_MASTERTABLE'][$qacLocation]);
//exit;
$qacMasterTableEntryArr = getModelEntryFromMemory("AR", "MODEL_QAC", "QAC_MASTERTABLE", $qacLocation);
// search QAC for roots and LEMMAS for this word
foreach ($qacMasterTableEntryArr as $segmentIndex => $segmentDataArr) {
$tag = $segmentDataArr['TAG'];
$segmentWord = $segmentDataArr['FORM_AR'];
//echoN($segmentWord);
//preprint_r($segmentDataArr);
$segmentWordSimple = "";
$simpleRepresentation = getItemFromUthmaniToSimpleMappingTable($segmentWord);
// !empty() produced error = Can't use function return value in write context
if (strlen(trim($simpleRepresentation)) > 0) {
$segmentWordSimple = $simpleRepresentation;
}
$buckwalterTransliteration = $segmentDataArr['FORM_EN'];
if (isset($segmentDataArr['FEATURES']['LEM'])) {
$lemma = $segmentDataArr['FEATURES']['LEM'];
}
$featuresArr = array_merge($segmentDataArr['FEATURES']);
$verseText = getVerseByQACLocation($QURAN_TEXT, $qacLocation);
$wordId = getWordIndexFromQACLocation($qacLocation);
if ($exactWord == TRUE) {
$wordFromVerseAtLocation = getWordFromVerseByIndex($PAUSEMARKS, $verseText, $wordId);
if ($wordSimple !== $wordFromVerseAtLocation) {
continue;
}
}
//echoN("$segmentWord|$tag");
//for segments like ال no corresponding simple words to compare, not our target segment, so continue
//if ( empty($segmentWordSimple)) continue;
if (isset($segmentDataArr['FEATURES']['ROOT']) && $segmentDataArr['FEATURES']['ROOT'] != -1) {
$wordRoot = $segmentDataArr['FEATURES']['ROOT'];
}
$posTagsArr[$tag] = 1;
$lemmasArr[$lemma] = 1;
//echoN("|$segmentWordSimple|$wordSimple|$segmentWord");
//$verseText = markSpecificWordInText($verseText,$wordId,$segmentWordSimple,"marked_fg");
$qacVerseLocation = substr($qacLocation, 0, strrpos($qacLocation, ":"));
if (!isset($versesArr[$qacVerseLocation])) {
$versesArr[$qacVerseLocation] = $verseText;
}
if (!isset($versesTagsArr[$qacVerseLocation])) {
$versesTagsArr[$qacVerseLocation] = "";
}
$versesTagsArr[$qacVerseLocation] = $versesTagsArr[$qacVerseLocation] . " " . $tag;
}
// we don't need all inverted index list except for verses, only break if we found at least one word
if ($fast == true && !empty($versesArr)) {
break;
}
}
$wordInfoArr['BUCKWALTER'] = $buckwalterTransliteration;
$wordInfoArr['ROOT'] = $wordRoot;
$wordInfoArr['LEM'] = $lemmasArr;
$wordInfoArr['POS'] = $posTagsArr;
$wordInfoArr['VERSES'] = $versesArr;
$wordInfoArr['VERSES_POS_TAGS'] = $versesTagsArr;
$wordInfoArr['FEATURES'] = $featuresArr;
return $wordInfoArr;
}
//$segmentWord = removeTashkeel($segmentWord);
if ($POS == "DET") {
// second segment PoS
$segmentPoStag = $qacMasterTableEntry[$segmentId]['TAG'];
//number of segments
$numberOfSegmentsInWord = count($qacMasterTableEntry);
if (($segmentPoStag == "N" || $segmentPoStag == "ADJ") && $numberOfSegmentsInWord == 2) {
continue;
}
}
// get word index in verse
$wordIndex = getWordIndexFromQACLocation($location);
//echoN($segmentFormARimla2y);
// get simple version of the word index
$imla2yWordIndex = getImla2yWordIndexByUthmaniLocation($location);
// get verse text
$verseText = getVerseByQACLocation($QURAN_TEXT, $location);
$imla2yWord = getWordFromVerseByIndex($PAUSEMARKS, $verseText, $imla2yWordIndex);
//echoN($imla2yWord);
$stopWordsFromQuran[$imla2yWord] = 1;
echoN($imla2yWord);
}
}
$ya = "يا";
//add يا
$stopWordsFromQuran[$ya] = 1;
echoN(count($stopWordsFromQuran));
//preprint_r($stopWordsFromQuran);
//exit;
file_put_contents(dirname(__FILE__) . "/../data/quran-stop-words.strict.l2.ar", implode("\n", array_keys($stopWordsFromQuran)));
exit;
function extendQueryByExtractingQACDerviations($extendedQueryWordsArr)
{
global $MODEL_SEARCH;
/** GET ROOT/STEM FOR EACH QUERY WORD **/
foreach ($extendedQueryWordsArr as $word => $index) {
//preprint_r($MODEL_SEARCH['INVERTED_INDEX'][$word]);exit;
$invertedIndexEntryArr1 = getModelEntryFromMemory("AR", "MODEL_SEARCH", "INVERTED_INDEX", $word);
foreach ($invertedIndexEntryArr1 as $documentArrInIndex) {
$SURA = $documentArrInIndex['SURA'];
$AYA = $documentArrInIndex['AYA'];
$INDEX_IN_AYA_EMLA2Y = $documentArrInIndex['INDEX_IN_AYA_EMLA2Y'];
$INDEX_IN_AYA_UTHMANI = $documentArrInIndex['INDEX_IN_AYA_UTHMANI'];
$WORD_TYPE = $documentArrInIndex['WORD_TYPE'];
$EXTRA_WORD_TYPE_INFO = $documentArrInIndex['EXTRA_INFO'];
//echoN("|$INDEX_IN_AYA_EMLA2Y|");
//$INDEX_IN_AYA_EMLA2Y = getImla2yWordIndexByUthmaniLocation(getQACLocationStr($SURA+1,$AYA+1,$INDEX_IN_AYA_EMLA2Y),$UTHMANI_TO_SIMPLE_LOCATION_MAP);
//echoN("|$INDEX_IN_AYA_UTHMANI|");
$qacLocation = getQACLocationStr($SURA + 1, $AYA + 1, $INDEX_IN_AYA_UTHMANI);
//echoN($word);
//echoN($WORD_TYPE);
//preprint_r($documentArrInIndex);
//preprint_r($MODEL_QAC['QAC_MASTERTABLE'][$qacLocation]);
$qacMasterTableEntryArr2 = getModelEntryFromMemory("AR", "MODEL_QAC", "QAC_MASTERTABLE", $qacLocation);
// search QAC for roots and LEMMAS for this word
foreach ($qacMasterTableEntryArr2 as $segmentIndex => $segmentDataArr) {
$segmentFormAR = $segmentDataArr['FORM_AR'];
$segmentFormARimla2y = getItemFromUthmaniToSimpleMappingTable($segmentFormAR);
//preprint_r($segmentDataArr);
//echoN($segmentFormAR);
//echoN($segmentFormARimla2y);
//echoN($qacLocation);
// the current query word has a ROOT in the current QAC segment
if ($WORD_TYPE == "NORMAL_WORD" && isset($segmentDataArr['FEATURES']['STEM'])) {
// get QAC root and LEM for the current query word
$rootOfQueryQord = $segmentDataArr['FEATURES']['ROOT'];
$stemOfQueryWord = $segmentDataArr['FEATURES']['LEM'];
/*
if ( empty($stemOfQueryWord) || empty($rootOfQueryQord))
{
preprint_r($MODEL_QAC['QAC_MASTERTABLE'][$qacLocation]);
echoN($rootOfQueryQord);
echoN($stemOfQueryWord);
exit;
}*/
// add the STEMS to out extended query words
if (!empty($rootOfQueryQord) && !isset($extendedQueryWordsArr[$rootOfQueryQord])) {
$extendedQueryWordsArr[$rootOfQueryQord] = 1;
}
if (!isset($extendedQueryWordsArr[$stemOfQueryWord])) {
$extendedQueryWordsArr[$stemOfQueryWord] = 1;
}
}
}
}
////////// CUSTOM ROOT TABLE ///////////
//TODO:
$zawaga = "زوج";
$CUSTOM_ROOTS_TABLE['الزواج'] = $zawaga;
if (isset($CUSTOM_ROOTS_TABLE[$word])) {
$extendedQueryWordsArr[$CUSTOM_ROOTS_TABLE[$word]] = 1;
}
////////////////////////////////////////
}
$QURAN_TEXT = getModelEntryFromMemory("AR", "MODEL_CORE", "QURAN_TEXT", "");
$TOTALS = getModelEntryFromMemory("AR", "MODEL_CORE", "TOTALS", "");
$PAUSEMARKS = $TOTALS['PAUSEMARKS'];
/** GET EMLA2Y (SIMPLE) WORDS CORRESPONDING TO ANY QAC SEGMENT CONTAINING THE ROOT/STEMS IN THE EXTENDED QUERY WORD FROM INVERTED INDEX
* ADD TO EXTENDED QUERY WORDS
* TODO: recheck to remove this whole loop
* **/
foreach ($extendedQueryWordsArr as $word => $dummy) {
// ONLY UTHMANI SHOULD BE HANDLED
if (isSimpleQuranWord($word)) {
continue;
}
$invertedIndexEntry = getModelEntryFromMemory("AR", "MODEL_SEARCH", "INVERTED_INDEX", $word);
foreach ($invertedIndexEntry as $documentArrInIndex) {
$SURA = $documentArrInIndex['SURA'];
$AYA = $documentArrInIndex['AYA'];
$INDEX_IN_AYA_EMLA2Y = $documentArrInIndex['INDEX_IN_AYA_EMLA2Y'];
$INDEX_IN_AYA_UTHMANI = $documentArrInIndex['INDEX_IN_AYA_UTHMANI'];
$WORD_TYPE = $documentArrInIndex['WORD_TYPE'];
$EXTRA_WORD_TYPE_INFO = $documentArrInIndex['EXTRA_INFO'];
$qacLocation = getQACLocationStr($SURA + 1, $AYA + 1, $INDEX_IN_AYA_UTHMANI);
//preprint_r($MODEL_QAC['QAC_MASTERTABLE'][$qacLocation]);
$verseText = getVerseByQACLocation($QURAN_TEXT, $qacLocation);
$wordFromVerse = getWordFromVerseByIndex($PAUSEMARKS, $verseText, $INDEX_IN_AYA_EMLA2Y);
if (empty($wordFromVerse)) {
continue;
}
if ($WORD_TYPE == "PRONOUN_ANTECEDENT") {
//echoN($wordFromVerse);
// PRONOUNS SHOULD NOT BE ADDED TO THE QUERY BECAUSE THEY CAN REFER TO MANY THINGS
// OTHER THAN THE ORIGINAL QUERY
continue;
}
if (!isset($extendedQueryWordsArr[$wordFromVerse])) {
$extendedQueryWordsArr[$wordFromVerse] = $qacLocation;
}
}
}
return $extendedQueryWordsArr;
}
