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| Section | Objectives |
|---|
| Sharding and Scalability | - Balancing and scaling operations - Sharded cluster architecture - Shard keys and distribution strategy
|
| Security | - Role-based access control (RBAC) - Encryption at rest and in transit - Authentication and authorization
|
| Indexing and Performance Tuning | - Query performance optimization - Explain plans and diagnostics - Index types and usage
|
| Data Modeling | - Relationships in MongoDB - Schema design principles - Embedding vs referencing
|
| Backup, Restore, and Operations | - Backup strategies and tools - Monitoring and maintenance - Restore procedures
|
| Replication and High Availability | - Failover and elections - Read/write concerns - Replica set architecture
|
| Aggregation Framework | - Aggregation pipeline stages - Data transformation and grouping - Aggregation operators
|
| MongoDB CRUD Operations | - Working with documents and BSON types - Querying and filtering documents - Insert, update, and delete operations
|
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MongoDB Certified DBA Associate Exam (Based on MongoDB 4.4) Sample Questions (Q59-Q64):
NEW QUESTION # 59
Below is a sample document in a given collection test.
{ a : 5, b : 3, c: 2, d : 1 }
Given a compound index { a: 1, b:l, c:l, d:l}, Which of the below query will not use in-memory sorting? Select all valid.
- A. db.test.find( { a: 5, b: 3 } ).sort( { c: 1, d : 1 } )
- B. db.test.find( { a: 5, b: 3 } ).sort( { a: 1, b: 1, c: 1 } )
- C. db.test.find( { a: 5, b: 3 } ).sort( { a: 1} )
- D. db.test.find( { a: 5, b: 3 } ).sort( {c: 1 } )
Answer: A,D
NEW QUESTION # 60
Which TWO commands can be used to remove the role, " specialRole " from " user1 " ?
- A. db.revokeRolesFromUser( " user1 " , [{ role: " specialRole " , db: " myDB " }])
- B. db.revokeRolesFromUser( " user1 " , [{ " myDB " : " specialRole " }])
- C. db.revokeRoleFromUser( " user1 " , " specialRole " )
- D. db.revokeRoleFromUser({ user: " user1 " , role: " specialRole " })
- E. db.revokeRolesFromUser( " user1 " , [ " specialRole " ])
Answer: A,E
Explanation:
The documented mongosh helper is db.revokeRolesFromUser(), and its second argument is an array of roles to revoke. MongoDB permits each role in that array to be expressed either as an explicit document { role: < roleName > , db: < database > } or, when the role belongs to the database in which the command is run, as a simple role-name string. Option C uses the explicit role-document form and is therefore valid for a role named specialRole defined in myDB. Option E uses the shorthand string form and is valid when specialRole is in the current database context. Option A reverses the required document structure and does not supply the mandatory role and db keys. Options B and D use a singular helper, db.revokeRoleFromUser(), which is not the documented MongoDB method. The plural method name reflects that multiple roles can be revoked in a single operation. Administrators should also remember that revoking a directly assigned role does not necessarily remove privileges inherited through other roles. Among the choices, C and E are the syntactically valid revocation forms.
Study Guide reference/topic:Security, Networking, and Encryption - RBAC, user administration, and revokeRolesFromUser().
NEW QUESTION # 61
Consider the following example document from the sample collection. All documents in this collection have the same schema.

Which of the following queries will replace this with the document.

- A. db.sample.update( { "_id" : 3 } , { "_id" : 7 , "c" : 4 , { "$unset" : [ "a" , "b" ] } } )
- B. db.sample.update( { "_id" : 3 } , { "_id" : 7 , "c" : 4 } )
- C. db.sample.update( { "_id" : 3 } , { "_id" : 7 , "c" : 4 } , { "justOne" : true } ) // This operation cannot be done with a single query.
- D. db.sample.update( { "_id" : 3 } , { "$set" : { "_id" : 7 , "c" : 4 } } )
Answer: A
NEW QUESTION # 62
A user stores movie data in a collection called movies. The collection contains thousands of documents.
A sample document looks like this:
{ " title " : " Titanic " , " year " : 1997, " rating " : 8.6 }
The user runs the following query to sort movies first by year, and then by rating:
db.movies.find().sort({ " year " : 1, " rating " : -1 })
Which index would improve the query ' s performance the MOST?
- A. db.movies.createIndex({ " rating " : 1, " year " : -1 })
- B. db.movies.createIndex({ " year " : -1, " rating " : 1 })
- C. db.movies.createIndex({ " year " : 1, " title " : 1, " rating " : -1 })
- D. db.movies.createIndex({ " rating " : -1, " year " : 1 })
Answer: B
Explanation:
MongoDB can use a compound index to satisfy a multi-field sort when the sort keys appear in the same sequence as the index keys and the requested directions either match the index pattern or are the exact reverse of the entire pattern. The query sorts by { year: 1, rating: -1 }. Option B defines { year: -1, rating: 1 }, which is the complete inverse, so MongoDB can scan that index backward and produce year ascending with rating descending without a blocking in-memory sort. Option A puts title between year and rating; because there is no equality condition fixing title, the index cannot provide a global ordering by { year, rating } across all titles. Options C and D put rating before year, so their primary index ordering does not match the query ' s primary sort key. For multi-field sorts, field sequence is just as important as direction. Therefore B is the strongest index among the presented choices. A forward index { year: 1, rating: -1 } would also be ideal, but it is not offered.
Study Guide reference/topic:Indexing and Query Optimization - compound index sort order, reverse traversal, and index prefixes.
NEW QUESTION # 63
What does the following aggregate query perform?

- A. Fetches the posts with likes between 100 and 200 and sets their _id as null
- B. Groups the posts by number of likes (101, 102, 103.) by adding 1 every time
- C. Fetches the posts with likes between 100 and 200, sets the _id of the first document as null and then increments it 1 every time
- D. Calculates the number of posts with likes between 100 and 200
Answer: D
NEW QUESTION # 64
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