Atlas Search Indexes
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Overview
In this guide, you can learn how to create and manage Atlas Search indexes. These indexes allow you to use MongoDB's Atlas Search feature to perform fast, full-text searches on data stored in an Atlas cluster. An Atlas Search index configures the behavior of Atlas Search by specifying which fields to index, how these fields are indexed, and other optional settings. To learn more about Atlas Search indexes, see the Atlas Search documentation.
This guide explains how to perform the following actions to manage your Atlas Search indexes:
Note
The examples in this guide access the posts
collection in the sample_training
database, which is one of the Atlas sample datasets. For instructions on importing
the Atlas sample data, see Load Sample Data in the Atlas
documentation.
Create a Search Index Model
To create an Atlas Search index, you must first build a SearchIndexModel
instance
that sets your index specifications. To begin building a SearchIndexModel
instance,
call the SearchIndexModel::builder()
method.
Note
Instantiating Models
The Rust driver implements the Builder design pattern for the
creation of some struct types, including SearchIndexModel
. You
can use the builder()
method to construct an instance of each type
by chaining option builder methods.
The Rust driver provides the following SearchIndexModel
builder methods:
definition()
, which accepts a BSON document parameter and sets your index definitionname()
, which accepts a string parameter and sets your index name
The BSON document that you pass to the definition()
builder method must include
the mappings
field. To automatically index all supported fields in your collection,
enable dynamic mappings by setting the mappings.dynamic
nested field to true
. To
index only specified fields, enable static mappings by setting the mappings.dynamic
nested field to false
and including a list of fields you want to index.
Tip
Atlas Search Field Mappings
To learn more about Atlas Search field mappings, see Define Field Mappings in the Atlas documentation.
Example
The following example creates specifications for a index named example_index
in a
SearchIndexModel
instance. The code sets a static mapping to index only the body
and date
fields:
let def = doc! { "mappings": doc! { "dynamic": false, "fields": { "body": {"type": "string"}, "date": {"type": "date"} } }}; let idx_model = SearchIndexModel::builder() .definition(def) .name("example_index".to_string()) .build();
Create a Search Index
You can create an Atlas Search index on a collection by calling the create_search_index()
method on a Collection
instance. This method accepts an index model as a parameter, specified
in a SearchIndexModel
instance.
Example
The following example creates an Atlas Search index on the posts
collection.
The code creates a SearchIndexModel
that sets the index name and enables dynamic
mapping. Then, the code passes the SearchIndexModel
instance to the create_search_index()
method to create the Atlas Search index:
let idx_model = SearchIndexModel::builder() .definition(doc! { "mappings": doc! {"dynamic": true} }) .name("example_index".to_string()) .build(); let result = my_coll.create_search_index(idx_model).await?; println!("Created Atlas Search index:\n{}", result);
Created Atlas Search index: "example_index"
Create Multiple Search Indexes
You can create multiple Atlas Search indexes at once by calling the create_search_indexes()
method on a Collection
instance. This method accepts a list of index models as a parameter,
specified as a vector of SearchIndexModel
instances.
Example
The following example creates two Atlas Search indexes named dynamic_index
and
static_index
on the posts
collection. The code creates SearchIndexModel
instances for each index that specify the index names and definitions. Then, the code
passes these models as a vector to the create_search_indexes()
method and creates
the indexes:
let dyn_idx = SearchIndexModel::builder() .definition(doc! { "mappings": doc! {"dynamic": true} }) .name("dynamic_index".to_string()) .build(); let static_idx = SearchIndexModel::builder() .definition(doc! {"mappings": doc! { "dynamic": false, "fields": { "title": {"type": "string"}}}}) .name("static_index".to_string()) .build(); let models = vec![dyn_idx, static_idx]; let result = my_coll.create_search_indexes(models).await?; println!("Created Atlas Search indexes:\n{:?}", result);
Created Atlas Search indexes: ["dynamic_index", "static_index"]
List Search Indexes
You can access information about a collection's existing Atlas Search indexes
by calling the list_search_indexes()
method on the collection.
Example
The following example accesses information about the Atlas Search indexes created
in the Create Multiple Search Indexes section of this page. The code calls the
list_search_indexes()
method and outputs all the Atlas Search indexes on the
collection:
let mut cursor = my_coll.list_search_indexes().await?; while let Some(index) = cursor.try_next().await? { println!("{}\n", index); }
{ "id": "...", "name": "dynamic_index", "status": "READY", "queryable": true, "latestDefinitionVersion": {...}, "latestDefinition": { "mappings": { "dynamic": true } }, "statusDetail": [...] } { "id": "...", "name": "static_index", "status": "READY", "queryable": true, "latestDefinitionVersion": {...}, "latestDefinition": { "mappings": { "dynamic": false, "fields": { "title": { "type": "string" } } } }, "statusDetail": [...] }
Tip
To learn more about iterating through a cursor, see the Access Data by Using a Cursor guide.
Update a Search Index
You can update an Atlas Search index by calling the update_search_index()
method on a Collection
instance. This method accepts the following parameters:
Name of the index to update
Modified index definition document
Example
The following example updates the Atlas Search index named static_index
created in the Create Multiple Search Indexes section of this page. The code
creates a new index definition document that instructs the index to use dynamic
mappings instead of static mappings. Then, the code calls the update_search_index()
method to update the index:
let name = "static_index"; let definition = doc! { "mappings": doc! {"dynamic": true} }; my_coll.update_search_index(name, definition).await?;
Delete a Search Index
You can delete an Atlas Search index by calling the delete_search_index()
method on a Collection
instance. This method accepts the name of the index to delete
as a parameter.
Example
The following example deletes the Atlas Search index named example_index
created in the Create a Search Index section of this page. The code
passes the index name to the delete_search_index()
method to delete the index:
let name = "example_index"; my_coll.drop_search_index(name).await?;
Additional Information
To learn about other indexes you can create by using the Rust driver, see the Indexes guide.
To learn more about Atlas Search, see the following Atlas documentation:
API Documentation
To learn more about the methods and types mentioned in this guide, see the following API documentation: