DP-420 · Question #210
DP-420 Question #210: Real Exam Question with Answer & Explanation
The correct answer is D: Azure Key Vault. {"question_number": 5, "correct_answer": "D", "explanation": "When integrating Apache Kafka as a data source for Azure Cosmos DB, the Kafka configuration - including bootstrap server addresses, connection strings, API keys, and credentials - must be stored securely. Azure Key Vau
Question
You have an Azure subscription that contains an Azure Cosmos DB for NoSQL account named account1. You plan to configure the Apache Kafka service as a data source for account1. What should you use to store the Kafka configuration?
Options
- AApache Gremlin
- BApache ZooKeeper
- CApache Tomcat
- DAzure Key Vault
Explanation
{"question_number": 5, "correct_answer": "D", "explanation": "When integrating Apache Kafka as a data source for Azure Cosmos DB, the Kafka configuration - including bootstrap server addresses, connection strings, API keys, and credentials - must be stored securely. Azure Key Vault is the correct Azure-native service for storing and managing secrets and sensitive configuration data, and it integrates natively with Cosmos DB and other Azure services via managed identities. Apache Gremlin is a graph query language used by Cosmos DB's Gremlin API and has no role in storing Kafka config. Apache ZooKeeper is a distributed coordination service (historically used internally by Kafka, not for external config storage). Apache Tomcat is a Java web application server and is entirely unrelated to this use case.", "generated_by": "claude-sonnet", "llm_judge_score": 3}
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