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Knn Search support #28

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Sep 26, 2024
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2 changes: 1 addition & 1 deletion .github/workflows/test-application.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -50,7 +50,7 @@ jobs:

services:
elasticsearch:
image: elasticsearch:8.0.0
image: elasticsearch:8.4.0
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KNN support is moved from _knn_search to _search endpoint in version 8.4.0, so for this reason, I change the elasticsearch version of Github CI as 8.4.0. Knn query support will be provided for elasticsearch 8.4.0 and above. :|

ports:
- 9200:9200
env:
Expand Down
222 changes: 222 additions & 0 deletions src/Knn/Knn.php
Original file line number Diff line number Diff line change
@@ -0,0 +1,222 @@
<?php

/*
* This file is part of the ONGR package.
*
* (c) NFQ Technologies UAB <info@nfq.com>
*
* For the full copyright and license information, please view the LICENSE
* file that was distributed with this source code.
*/

namespace ONGR\ElasticsearchDSL\Knn;

use ONGR\ElasticsearchDSL\BuilderInterface;
use ONGR\ElasticsearchDSL\FieldAwareTrait;

class Knn implements BuilderInterface
{
use FieldAwareTrait;

/**
* @var string
*/
private $field;

/**
* @var array
*/
private $queryVector;

/**
* @var int
*/
private $k;

/**
* @var int
*/
private $numCandidates;

/**
* @var float|null
*/
private $boost;

/**
* @var float
*/
private $similarity = null;

/**
* @var BuilderInterface
*/
private $filter = null;


/**
* TermSuggest constructor.
* @param string $field
* @param array $queryVector
* @param int $k
* @param int $numCandidates
*/
public function __construct(
string $field,
array $queryVector,
int $k,
int $numCandidates
) {
$this->setField($field);
$this->setQueryVector($queryVector);
$this->setK($k);
$this->setNumCandidates($numCandidates);
}

/**
* @return string
*/
public function getField(): string
{
return $this->field;
}

/**
* @param string $field
*/
public function setField(string $field): void
{
$this->field = $field;
}

/**
* @return array
*/
public function getQueryVector(): array
{
return $this->queryVector;
}

/**
* @param array $queryVector
*/
public function setQueryVector(array $queryVector): void
{
$this->queryVector = $queryVector;
}

/**
* @return int
*/
public function getK(): int
{
return $this->k;
}

/**
* @param int $k
*/
public function setK(int $k): void
{
$this->k = $k;
}

/**
* @return int
*/
public function getNumCandidates(): int
{
return $this->numCandidates;
}

/**
* @param int $numCandidates
*/
public function setNumCandidates(int $numCandidates): void
{
$this->numCandidates = $numCandidates;
}

/**
* @return float|null
*/
public function getSimilarity(): ?float
{
return $this->similarity;
}

/**
* @param float $similarity
*/
public function setSimilarity(float $similarity): void
{
$this->similarity = $similarity;
}

/**
* @return float|null
*/
public function getBoost(): ?float
{
return $this->boost;
}

/**
* @param float $boost
*/
public function setBoost(float $boost): void
{
$this->boost = $boost;
}

/**
* @return BuilderInterface|null
*/
public function getFilter(): ?BuilderInterface
{
return $this->filter;
}

/**
* @param BuilderInterface $filter
*/
public function setFilter(BuilderInterface $filter): void
{
$this->filter = $filter;
}

/**
* {@inheritdoc}
*/
public function getType()
{
return 'knn';
}

/**
* {@inheritdoc}
*/
public function toArray()
{
$output = [
'field' => $this->getField(),
'query_vector' => $this->getQueryVector(),
'k' => $this->getK(),
'num_candidates' => $this->getNumCandidates(),
];

if ($this->getSimilarity()) {
$output['similarity'] = $this->getSimilarity();
}

if ($this->getBoost()) {
$output['boost'] = $this->getBoost();
}

if ($this->getFilter()) {
$output['filter'] = $this->getFilter()->toArray();
}

return $output;
}
}
17 changes: 17 additions & 0 deletions src/Search.php
Original file line number Diff line number Diff line change
Expand Up @@ -19,6 +19,7 @@
use ONGR\ElasticsearchDSL\SearchEndpoint\AggregationsEndpoint;
use ONGR\ElasticsearchDSL\SearchEndpoint\HighlightEndpoint;
use ONGR\ElasticsearchDSL\SearchEndpoint\InnerHitsEndpoint;
use ONGR\ElasticsearchDSL\SearchEndpoint\KnnEndpoint;
use ONGR\ElasticsearchDSL\SearchEndpoint\PostFilterEndpoint;
use ONGR\ElasticsearchDSL\SearchEndpoint\QueryEndpoint;
use ONGR\ElasticsearchDSL\SearchEndpoint\SearchEndpointFactory;
Expand Down Expand Up @@ -229,6 +230,22 @@ public function addQuery(BuilderInterface $query, $boolType = BoolQuery::MUST, $
return $this;
}


/**
* Adds Knn to the search.
*
* @param BuilderInterface $query
*
* @return $this
*/
public function addKnn(BuilderInterface $query)
{
$endpoint = $this->getEndpoint(KnnEndpoint::NAME);
$endpoint->add($query);

return $this;
}

/**
* Returns endpoint instance.
*
Expand Down
63 changes: 63 additions & 0 deletions src/SearchEndpoint/KnnEndpoint.php
Original file line number Diff line number Diff line change
@@ -0,0 +1,63 @@
<?php

/*
* This file is part of the ONGR package.
*
* (c) NFQ Technologies UAB <info@nfq.com>
*
* For the full copyright and license information, please view the LICENSE
* file that was distributed with this source code.
*/

namespace ONGR\ElasticsearchDSL\SearchEndpoint;

use ONGR\ElasticsearchDSL\BuilderInterface;
use ONGR\ElasticsearchDSL\Knn\Knn;
use Symfony\Component\Serializer\Normalizer\NormalizerInterface;

/**
* Search suggest dsl endpoint.
*/
class KnnEndpoint extends AbstractSearchEndpoint
{
/**
* Endpoint name
*/
const NAME = 'knn';

public function add(BuilderInterface $builder, $key = null)
{
if ($builder instanceof Knn) {
return parent::add($builder, $key);
}

throw new \LogicException('Add Knn builder instead!');
}

/**
* {@inheritdoc}
*/
public function normalize(
NormalizerInterface $normalizer,
$format = null,
array $context = []
): array|string|int|float|bool {
$knns = $this->getAll();
if (count($knns) === 1) {
/** @var Knn $knn */
$knn = array_values($knns)[0];
return $knn->toArray();
}

if (count($knns) > 1) {
$output = [];
/** @var Knn $knn */
foreach ($knns as $knn) {
$output[] = $knn->toArray();
}
return $output;
}

return [];
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Elasticsearch started supporting multiple Knn query with version 8.7. So, to be able to support the versions between 8.7 and 8.4, I just put these if controls. It will return the Knn query itself if the container has just one Knn query. The container has multiple Knn query, it will return an array of Knn queries.

}
}
15 changes: 8 additions & 7 deletions src/SearchEndpoint/SearchEndpointFactory.php
Original file line number Diff line number Diff line change
Expand Up @@ -20,13 +20,14 @@ class SearchEndpointFactory
* @var array Holds namespaces for endpoints.
*/
private static $endpoints = [
'query' => 'ONGR\ElasticsearchDSL\SearchEndpoint\QueryEndpoint',
'post_filter' => 'ONGR\ElasticsearchDSL\SearchEndpoint\PostFilterEndpoint',
'sort' => 'ONGR\ElasticsearchDSL\SearchEndpoint\SortEndpoint',
'highlight' => 'ONGR\ElasticsearchDSL\SearchEndpoint\HighlightEndpoint',
'aggregations' => 'ONGR\ElasticsearchDSL\SearchEndpoint\AggregationsEndpoint',
'suggest' => 'ONGR\ElasticsearchDSL\SearchEndpoint\SuggestEndpoint',
'inner_hits' => 'ONGR\ElasticsearchDSL\SearchEndpoint\InnerHitsEndpoint',
'query' => QueryEndpoint::class,
'knn' => KnnEndpoint::class,
'post_filter' => PostFilterEndpoint::class,
'sort' => SortEndpoint::class,
'highlight' => HighlightEndpoint::class,
'aggregations' => AggregationsEndpoint::class,
'suggest' => SuggestEndpoint::class,
'inner_hits' => InnerHitsEndpoint::class,
];

/**
Expand Down
4 changes: 2 additions & 2 deletions src/SearchEndpoint/SuggestEndpoint.php
Original file line number Diff line number Diff line change
Expand Up @@ -11,7 +11,7 @@

namespace ONGR\ElasticsearchDSL\SearchEndpoint;

use ONGR\ElasticsearchDSL\Suggest\TermSuggest;
use ONGR\ElasticsearchDSL\Suggest\Suggest;
use Symfony\Component\Serializer\Normalizer\NormalizerInterface;

/**
Expand All @@ -34,7 +34,7 @@ public function normalize(
): array|string|int|float|bool {
$output = [];
if (count($this->getAll()) > 0) {
/** @var TermSuggest $suggest */
/** @var Suggest $suggest */
foreach ($this->getAll() as $suggest) {
$output = array_merge($output, $suggest->toArray());
}
Expand Down
1 change: 0 additions & 1 deletion src/Suggest/Suggest.php
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,6 @@

use ONGR\ElasticsearchDSL\NamedBuilderInterface;
use ONGR\ElasticsearchDSL\ParametersTrait;
use Symfony\Component\Serializer\Exception\InvalidArgumentException;

class Suggest implements NamedBuilderInterface
{
Expand Down
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