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| Section | Objectives |
|---|
| Sharding | - Cluster Scaling
- 1. Query Routing
- 2. Shard Keys
- 3. Chunk Distribution
- 4. Balancer Operations
|
| Application Administration | - Security and Access Control
- 1. Authorization
- 2. Authentication
- 3. Role-Based Access Control
- 4. User Management
|
| Replication | - Replica Sets
- 1. Read Preferences
- 2. Primary and Secondary Nodes
- 3. Write Concerns
- 4. Elections
|
| Server Administration | - Database Operations
- 1. Storage Management
- 2. Monitoring
- 3. Backup and Restore
- 4. Configuration Management
|
| Philosophy and Features | - MongoDB Architecture
- 1. Scalability Concepts
- 2. Collections and Databases
- 3. High Availability Concepts
- 4. Document Model
|
| CRUD Operations | - Data Manipulation
- 1. Update Operations
- 2. Insert Operations
- 3. Read Queries
- 4. Delete Operations
|
| Indexes | - Index Management
- 1. Query Performance Optimization
- 2. Compound Indexes
- 3. Single Field Indexes
- 4. Index Selection
|
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MongoDB Certified DBA Associate Exam (Based on MongoDB 4.4) Sample Questions (Q115-Q120):
NEW QUESTION # 115
A department store maintains a clothing collection:
{ " _id " : 1, " item " : " sweater " , " sizes " : [ " XS " , " S " , " L " ] }
{ " _id " : 2, " item " : " t-shirt " , " sizes " : [ " S " , " M " , " L " ] }
{ " _id " : 3, " item " : " vest " , " sizes " : [ " M " , " L " , " XL " , " XXL " ] } An employee runs:
db.clothing.find( { " sizes " : " M " } )
Which index should improve performance for this query the MOST?
- A. db.clothing.createIndex( { item: -1 } )
- B. db.clothing.createIndex( { item: 1, sizes: 1 } )
- C. db.clothing.createIndex( { _id: 1, sizes: 1 } )
- D. db.clothing.createIndex( { sizes: 1 } )
Answer: D
Explanation:
The query filters only on the sizes field, so the most direct supporting index is a single-field index on sizes.
Because sizes contains arrays, MongoDB automatically treats the resulting index as a multikey index and creates index entries derived from the array elements. That allows the query { sizes: " M " } to locate matching documents through the index rather than scanning every document in the collection. Option B indexes item, which is not part of the predicate and therefore does not help this query. Option C contains sizes, but _id is the leading key and the query provides no equality restriction on _id; this prevents efficient use of the later key as a standalone prefix for the query. Option D has the same structural problem because item precedes sizes and is not constrained. MongoDB ' s index-prefix rules make a targeted { sizes: 1 } index the strongest choice here. In a real workload, DBAs should also consider write overhead and whether additional queries can share a compound index before creating redundant indexes. For this single query pattern, option A is optimal.
Study Guide reference/topic:Indexing and Query Optimization - multikey indexes, array fields, index prefixes, and query support.
NEW QUESTION # 116
Below is a sample document of " orders " collection

Answer:
Explanation:
$project
NEW QUESTION # 117
Consider that you have a collection called population which has fields state and city. Which of the following query will calculate the population grouped by state and city?
- A. db.population.aggregate( [{ $group: { _id: { state: Estate", city: n$city" },pop: { $sum: "$pop" } } }] )
- B. db.population.aggregate( [{ $group: { _id: { state: Estate", city: "$city" },pop: { $pop: 1 } } }] )
- C. db.population.aggregate( [{ $group: { _id: { state: "$state", city; "$city" },pop: { $sum: 1 > > >] )
- D. db.population.aggregate( [{ $group: { _id: { city: "$city" },pop: { $sum: "$pop" } } }] )Multi Document Transaction is not supported by MongoDB
Answer: A
NEW QUESTION # 118
In a replica set with a primary and two secondaries, what should the write concern be set to so only a single node is required to acknowledge a write operation before it is deemed successful?
- A. { writeConcern: { w: 1 } }
- B. { writeConcern: 1 }
- C. { writeConcern: { w: " 1 " } }
- D. { writeConcern: " 1 " }
Answer: A
Explanation:
MongoDB write concern defines the level of acknowledgment requested for a write. Setting the numeric value w: 1 means that a write is considered acknowledged after the primary has accepted it; no secondary acknowledgment is required. In a replica set with one primary and two secondaries, those secondaries can replicate the operation asynchronously after the client has already received success. That configuration is represented by { writeConcern: { w: 1 } }, making option D correct. The numeric type matters: w can be specified as an integer count or certain strings such as " majority " , but the string " 1 " is not the intended numeric node count shown by the question. Options B and C also omit the w field structure expected inside a write concern document. The durability trade-off is important: a w:1 write can be acknowledged before any secondary has replicated it, so a sudden primary failure before replication may result in that write being rolled back after failover. If the workload requires stronger durability, w: " majority " is commonly used. For exactly one acknowledging node, however, the correct setting is D.
Study Guide reference/topic:Cluster Reliability and Data Resilience - write concern, w acknowledgments, replica-set durability, and rollback risk.
NEW QUESTION # 119
Which mongodb tools allow us to work with our data in a human readable format?
- A. mongoimport
- B. mongostat
- C. mongodump
- D. mongoexport
Answer: A,D
NEW QUESTION # 120
......
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