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mongodbfull-text-searchtypeorm
van le
van le

Reputation: 423

typeorm mongo full text search - sort with $meta: "textScore"

I'm using typeorm to connect on mongodb, Is typeorm support sort on relevant score return from full text search mongodb? Like described here.

from mongo, i want to make query as:

db.todos.find( {$text: { $search: "coffee" }}, {score: { "$meta": "textScore" }}) .sort({score: { "$meta": "textScore" }}) .limit(20);

How can i query from MongoRepository from typeorm? Thank you.

Upvotes: 7

Views: 2979

Answers (2)

Régis
Régis

Reputation: 21

I've been working a full day to discover how to make this mongo query work the same way on typeorm. Here's the result of this:

On the schema file, you need to put on the field that you configure your index at mongo @Index({ fulltext: true }) like this (in my case I use the field Title):

 @Index({ fulltext: true })
 @Column()
  title: string;

Inside the order option from method find, you add ['score']: { $meta: "textScore" }, the score its the field that mongo generate when you`re trying to search by index. If you need, you can add others kind of filters too inside the order. And the function find will be like this:

const announcements = await this.ormRepository.find({
      where: {
        $text: { $search: 'search query here' }
      },
      //@ts-ignore
      order: { ['boosted']: 'DESC', ['score']: { $meta: "textScore" } },
      select: ['id', 'title', 'images', 'address', 'categories'],
      take: 50,
    });

I add the //@ts-ignore because I wasnt able to type this field because it doesnt exist until the search has been done on mongo, so I just ignore, because the order expect the types 1, -1, undefined, 'ASC' and 'DESC', but it's working very well this way, ordering by score.

Upvotes: 2

Brian Min
Brian Min

Reputation: 297

I've tested the following code and it works:

await todoRepository.find({
  where: {
    $text: { $search: 'search query here' },
  },
  take: 20
});

P.S. You need to ensure you have a text index on a field in the Todo collection.

I'm not sure if sorting by score is working properly with TypeORM. I haven't got any success so far.

Upvotes: 1

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