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Last Updated: Jul 31, 2026
No. of Questions: 237 Questions & Answers with Testing Engine
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Deploying and Managing Applications | 10% | - Explain application deployment models - Deploy applications to CloudHub - Describe monitoring and management capabilities - Configure deployment options |
| Topic 2: Testing and Debugging | 10% | - Use mock attributes in tests - Debug Mule applications using Studio - Write unit tests for Mule applications |
| Topic 3: Designing Mule Applications | 14% | - Implement an API using APIkit - Explain the benefits of API-led connectivity - Describe the role of API Manager - Define API specs using RAML |
| Topic 4: MuleSoft Fundamentals | 10% | - Describe the Mule application structure and flow types - Explain what Anypoint Platform is and its components - Describe what Mule applications do and how they are built |
| Topic 5: Building Mule Applications | 32% | - Create flows using Anypoint Studio - Use connectors for common operations (Database, HTTP, Salesforce) - Use transformers and DataWeave - Implement error handling - Configure properties and parameters - Use the logger component |
| Topic 6: DataWeave Transformation | 14% | - Transform complex data structures - Define and use DataWeave variables and functions - Use DataWeave functions and operators - Write DataWeave transformations |
| Topic 7: Structuring Mule Applications | 10% | - Organize applications using modular design patterns - Use properties and configuration values - Reference external configuration files |
1. In the Database On Table Row operation, what does the Watermark column enable the On Table Row operation to do?
A) To delete the most recent records retrieved from a database to enable database caching
B) To save the most recent records retrieved from a database to enable database caching
C) To enable duplicate processing of records in a database
D) To avoid duplicate processing of records in a database.
2. Refer to the exhibit. The Batch Job processes, filters and aggregates records, What is the expected output from the Logger component?

A) [10. 20, 30. 40, 50, 60]
B) [20, 40, 60]
C) [20. 40] [60]
D) [10. 20] [30, 40] [50, 60]
3. To avoid hard-coding values, a flow uses some property placeholders and the corresponding values are stored in a configuration file.
Where does the configuration file's location need to be specified in the Mule application?
A) a flow attribute
B) The mule-art if act .json file
C) The pom.xml file
D) A global element
4. Refer to the exhibit.
What DataWeave expression transforms the conductorlds arrayto the XML output?
A)
B)
C)
D) 
5. Refer to the exhibit.
What is a valid expression for the Choice router's when expression to route events to the documenticShipping flow?
A) #[ if(payload ='US') J
B) #[ if(payload == "US") ]
C) 0#[ payload = 'US' ]
D) #[ payload == 'US' J
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: C | Question # 3 Answer: D | Question # 4 Answer: D | Question # 5 Answer: D |
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