Files
Nominatim/lib/Phrase.php
Sarah Hoffmann 38a99856c0 Rework word set computation
Switch from an recursive algorithm for computing the word sets
to an iterative one that benefits from caching intermediate
results. This considerably reduces the amount of memory needed,
so that the depth restriction can be dropped. To ensure that
the number of word sets remains manageable, only sets up to
a certain length are accepted and only a certain number of
total word sets. If word sets need to be dropped, we drop
the ones with more words per word set first.

To further reduce the number of potential word sets, the valid
tokens are looked up first and then only word sets containing
valid tokens are computed.

Fixes #1403, #1404 and #654.
2019-06-29 18:22:31 +02:00

161 lines
4.6 KiB
PHP

<?php
namespace Nominatim;
/**
* Segment of a query string.
*
* The parts of a query strings are usually separated by commas.
*/
class Phrase
{
public const MAX_WORDSET_LEN = 20;
public const MAX_WORDSETS = 100;
// Complete phrase as a string.
private $sPhrase;
// Element type for structured searches.
private $sPhraseType;
// Space-separated words of the phrase.
private $aWords;
// Possible segmentations of the phrase.
private $aWordSets;
public static function cmpByArraylen($aA, $aB)
{
$iALen = count($aA);
$iBLen = count($aB);
if ($iALen == $iBLen) {
return 0;
}
return ($iALen < $iBLen) ? -1 : 1;
}
public function __construct($sPhrase, $sPhraseType)
{
$this->sPhrase = trim($sPhrase);
$this->sPhraseType = $sPhraseType;
$this->aWords = explode(' ', $this->sPhrase);
}
/**
* Return the element type of the phrase.
*
* @return string Pharse type if the phrase comes from a structured query
* or empty string otherwise.
*/
public function getPhraseType()
{
return $this->sPhraseType;
}
/**
* Return the array of possible segmentations of the phrase.
*
* @return string[][] Array of segmentations, each consisting of an
* array of terms.
*/
public function getWordSets()
{
return $this->aWordSets;
}
/**
* Add the tokens from this phrase to the given list of tokens.
*
* @param string[] $aTokens List of tokens to append.
*
* @return void
*/
public function addTokens(&$aTokens)
{
$iNumWords = count($this->aWords);
for ($i = 0; $i < $iNumWords; $i++) {
$sPhrase = $this->aWords[$i];
$aTokens[' '.$sPhrase] = ' '.$sPhrase;
$aTokens[$sPhrase] = $sPhrase;
for ($j = $i + 1; $j < $iNumWords; $j++) {
$sPhrase .= ' '.$this->aWords[$j];
$aTokens[' '.$sPhrase] = ' '.$sPhrase;
$aTokens[$sPhrase] = $sPhrase;
}
}
}
/**
* Invert the set of possible segmentations.
*
* @return void
*/
public function invertWordSets()
{
foreach ($this->aWordSets as $i => $aSet) {
$this->aWordSets[$i] = array_reverse($aSet);
}
}
public function computeWordSets($oTokens)
{
$iNumWords = count($this->aWords);
// Caches the word set for the partial phrase up to word i.
$aSetCache = array_fill(0, $iNumWords, array());
// Initialise first element of cache. There can only be the word.
if ($oTokens->containsAny($this->aWords[0])) {
$aSetCache[0][] = array($this->aWords[0]);
}
// Now do the next elements using what we already have.
for ($i = 1; $i < $iNumWords; $i++) {
for ($j = $i; $j > 0; $j--) {
$sPartial = $j == $i ? $this->aWords[$j] : $this->aWords[$j].' '.$sPartial;
if (!empty($aSetCache[$j - 1]) && $oTokens->containsAny($sPartial)) {
$aPartial = array($sPartial);
foreach ($aSetCache[$j - 1] as $aSet) {
if (count($aSet) < Phrase::MAX_WORDSET_LEN) {
$aSetCache[$i][] = array_merge($aSet, $aPartial);
}
}
if (count($aSetCache[$i]) > 2 * Phrase::MAX_WORDSETS) {
usort(
$aSetCache[$i],
array('\Nominatim\Phrase', 'cmpByArraylen')
);
$aSetCache[$i] = array_slice(
$aSetCache[$i],
0,
Phrase::MAX_WORDSETS
);
}
}
}
// finally the current full phrase
$sPartial = $this->aWords[0].' '.$sPartial;
if ($oTokens->containsAny($sPartial)) {
$aSetCache[$i][] = array($sPartial);
}
}
$this->aWordSets = $aSetCache[$iNumWords - 1];
usort($this->aWordSets, array('\Nominatim\Phrase', 'cmpByArraylen'));
$this->aWordSets = array_slice($this->aWordSets, 0, Phrase::MAX_WORDSETS);
}
public function debugInfo()
{
return array(
'Type' => $this->sPhraseType,
'Phrase' => $this->sPhrase,
'Words' => $this->aWords,
'WordSets' => $this->aWordSets
);
}
}