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Specify Language for Text Indexes on Self-Managed MongoDB

Note

MongoDB Search offers advanced full-text search capabilities, including support for more language analyzers. We recommend using MongoDB Search indexes and the $search stage instead of text indexes and the $text operator.

By default, the default_language for text indexes is english. To improve the performance of non-English $text queries, you can specify a different default language associated with your text index.

The default language associated with the indexed data determines the suffix stemming rules. The default language also determines which language-specific stop words (for example, the, an, a, and and in English) are not indexed.

To specify a different language, use the default_language option when creating the text index. To see the languages available for text indexing, see $text Query Languages on Self-Managed Deployments. Your operation should resemble this prototype:

db.<collection>.createIndex(
   { <field>: "text" },
   { default_language: <language> }
)

If you specify a default_language value of none, the text index parses through each word in the field, including stop words, and ignores suffix stemming.

Before You Begin

Create a quotes collection that contains the following documents with a Spanish text field:

db.quotes.insertMany( [
   {
      _id: 1,
      quote : "La suerte protege a los audaces."
   },
   {
      _id: 2,
      quote: "Nada hay más surrealista que la realidad."
   },
   {
      _id: 3,
      quote: "Es este un puñal que veo delante de mí?"
   },
   {
      _id: 4,
      quote: "Nunca dejes que la realidad te estropee una buena historia."
   }
] )

Procedure

The following operation creates a text index on the quote field and sets the default_language to spanish:

db.quotes.createIndex(
   { quote: "text" },
   { default_language: "spanish" }
)

Results

The resulting index supports $text queries on the quote field with Spanish-language suffix stemming rules. For example, the following query searches for the keyword punal in the quote field:

db.quotes.find(
   {
      $text: { $search: "punal" }
   }
)

Output:

[
   {
      _id: 3,
      quote: "Es este un puñal que veo delante de mí?"
   }
]

Although the $search value is set to punal, the query will return the document containing the word puñal because text indexes are diacritic insensitive.

The index also ignores language-specific stop words. For example, although the document with _id: 2 contains the word hay, the following query does not return any documents. hay is classified as a Spanish stop word, meaning it is not included in the text index.

db.quotes.find(
   {
      $text: { $search: "hay" }
   }
)

Learn More

To create a text index for a collection containing text in multiple languages, see Create a Multi-Language Text Index on Self-Managed Deployments.
To learn about other text index properties, see Text Index Properties on Self-Managed Deployments.

Back

Create a Wildcard Text Index

Create a Text Index for a Collection Containing Multiple Languages