How to use Elasticsearch and PHP for music search and recommendations-PHP Tutorial-php.cn

How to use Elasticsearch and PHP for music search and recommendations

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Release： 2023-07-12 08:48:02

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How to use Elasticsearch and PHP for music search and recommendation

Overview
On music streaming platforms, it is crucial to achieve fast and accurate music search and personalized recommendations. Elasticsearch is a popular open source search and analytics engine that works well for building such a system. This article will introduce how to use Elasticsearch and PHP to implement music search and recommendation functions, and provide relevant code examples.

Elasticsearch settings
First, we need to install Elasticsearch and make some basic settings. Here are some examples of basic configuration:

# 安装Elasticsearch
$ wget https://artifacts.elastic.co/downloads/elasticsearch/elasticsearch-{version}.tar.gz
$ tar -xvf elasticsearch-{version}.tar.gz
$ cd elasticsearch-{version}/bin
$ ./elasticsearch

# 创建索引和映射
$ curl -XPUT 'http://localhost:9200/music' -H 'Content-Type: application/json' -d '
{
  "mappings": {
    "properties": {
      "title": { "type": "text" },
      "artist": { "type": "text" },
      "genre": { "type": "keyword" }
    }
  }
}
'

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Import Music Data
Next, we need to import the music data into Elasticsearch. We can achieve this using Elasticsearch's PHP client (e.g. Elasticsearch-PHP). The following is a sample code snippet:

require 'vendor/autoload.php';

$hosts = ['localhost:9200'];
$client = ElasticsearchClientBuilder::create()->setHosts($hosts)->build();

// 导入音乐数据
$music1 = [
  'title' => 'Song 1',
  'artist' => 'Artist 1',
  'genre' => 'Pop'
];

$music2 = [
  'title' => 'Song 2',
  'artist' => 'Artist 2',
  'genre' => 'Rock'
];

$params = [
  'index' => 'music',
  'id' => 1,
  'body' => $music1
];

$response = $client->index($params);

$params = [
  'index' => 'music',
  'id' => 2,
  'body' => $music2
];

$response = $client->index($params);

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Music search function
Next, we will introduce how to implement the music search function. We can perform a full-text search using Elasticsearch’s match query. The following is a sample code snippet:

// 执行搜索
$params = [
  'index' => 'music',
  'body' => [
    'query' => [
      'match' => [
        'title' => 'song'
      ]
    ]
  ]
];

$response = $client->search($params);

// 处理搜索结果
foreach ($response['hits']['hits'] as $hit) {
  $music = $hit['_source'];
  echo 'Title: ' . $music['title'] . ', Artist: ' . $music['artist'] . ', Genre: ' . $music['genre'];
  echo "
";
}

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Music recommendation function
Finally, we will introduce how to implement the music recommendation function. We can use Elasticsearch’s more_like_this query to find music that is similar to a given music. The following is a sample code snippet:

// 执行推荐查询
$params = [
  'index' => 'music',
  'body' => [
    'query' => [
      'more_like_this' => [
        'fields' => ['title', 'artist'],
        'like' => [
          '_index' => 'music',
          '_id' => 1
        ]
      ]
    ]
  ]
];

$response = $client->search($params);

// 处理推荐结果
foreach ($response['hits']['hits'] as $hit) {
  $music = $hit['_source'];
  echo 'Title: ' . $music['title'] . ', Artist: ' . $music['artist'] . ', Genre: ' . $music['genre'];
  echo "
";
}

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Summary
By combining Elasticsearch and PHP, we can easily implement music search and personalized recommendation functions. In this article, we introduce how to set up Elasticsearch, import music data, implement music search functions and music recommendation functions, and provide corresponding code examples. Hope this article helps you build a better music streaming platform.

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