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Salesforce Certified MuleSoft Associate Sample Questions (Q10-Q15):

NEW QUESTION # 10
During a planning session with the executive leadership, the development team director presents plans for a new API to expose the data in the company's order database. An earlier effort to build an API on top of this data failed, so the director is recommending a design-first approach.
Which characteristics of a design-first approach will help make this API successful?

A. Building MUnit tests so administrators can confirm code coverage percentage during deployment
B. Publishing the fully implemented API to Exchange so all developers can reuse the API
C. Adding global policies to the API so all developers automatically secure the implementation before coding anything
D. Developing a specification so consumers can test before the implementation is built

Answer: D

Explanation:
A design-first approach emphasizes creating the API specification before implementation, ensuring better alignment with consumer needs and reducing the risk of project failure. Here's a detailed explanation:
API Specification:
Definition: An API specification is a detailed, formal description of the API's endpoints, request/response formats, and protocols.
Consumer Testing: Allows API consumers (developers) to understand, test, and provide feedback on the API design before actual development begins.
Advantages:
Early Feedback: Consumers can test the API design using mock services or tools like API Designer and provide feedback, ensuring the API meets their requirements.
Reduced Rework: Identifies potential issues and design flaws early, reducing costly changes during the implementation phase.
Documentation: Provides comprehensive documentation that aids in the development and future maintenance of the API.
Design-First Approach: Design-First API Development
API Mocking: API Designer Mocking Service

NEW QUESTION # 11
According to MuleSoft a synchronous invocation of a RESTful API using HTTP to gel an individual customer record from a single system is an example of which system integration interaction pattern?

A. One-way
B. Batch
C. Request-Reply
D. Multicast

Answer: C

Explanation:
In system integration, different interaction patterns are used depending on the communication requirements between systems. For a synchronous invocation of a RESTful API using HTTP to get an individual customer record from a single system, the Request-Reply pattern is used. Here's a detailed explanation:
Request-Reply Pattern:
Definition: This pattern involves a client sending a request to a server and waiting for a reply. The communication is synchronous, meaning the client waits for the server to process the request and send back the response.
Typical Use Case: It is used when immediate feedback is required from the server, such as retrieving a specific customer record.
RESTful API and HTTP:
Synchronous Communication: HTTP is inherently synchronous, making it suitable for Request-Reply interactions where the client expects an immediate response.
Data Retrieval: Commonly used for GET requests in RESTful APIs to retrieve data from a server.
Example:
Scenario: A client application requests customer details by making a GET request to a RESTful API endpoint. The server processes the request and returns the customer record.
MuleSoft Documentation: Integration Patterns
REST API Design: Request-Reply Pattern

NEW QUESTION # 12
Which key DevOps practice and associated Anypoint Platform component should a MuleSoft integration team adopt to improve delivery quality?

A. Continuous design with API Designer
B. Automated testing with MUnit
C. Manual testing with Anypoint Studio
D. Passive monitoring with Anypoint Monitoring

Answer: B

Explanation:
To improve delivery quality, a key DevOps practice is automated testing. Within the Anypoint Platform, MUnit is the tool specifically designed for this purpose. Here's a step-by-step explanation:
Automated Testing:
Definition: Automated testing involves using software tools to execute tests on the application automatically, ensuring that the code works as expected.
Benefits: It increases efficiency, consistency, and coverage of tests, reducing the risk of human error.
MUnit:
Integration Testing: MUnit is MuleSoft's integrated testing framework for applications built with Anypoint Studio. It allows developers to create and run tests for Mule applications, ensuring they function correctly.
Features:
Test Cases: Create comprehensive test cases to validate various parts of the Mule application.
Mocking: Mock external systems and dependencies, enabling isolated testing of application components.
Assertions: Validate the behavior of Mule flows with assertions.
Implementation Steps:
Design Tests: Within Anypoint Studio, design MUnit tests to cover different scenarios and edge cases of the Mule flows.
Run Tests: Execute these tests automatically during the CI/CD pipeline to ensure that new code changes do not break existing functionality.
Continuous Integration: Integrate MUnit tests with CI tools like Jenkins, Bamboo, or GitLab CI for continuous testing.
MuleSoft Documentation: MUnit
DevOps Practices: MuleSoft DevOps

NEW QUESTION # 13
In which order are the API Client API Implementation and API Interface components called m a typical REST request?

A. API Client > API Implementation > API Interface
B. API Interface > API Client > API Implementation
C. API Client > API Interface > API Implementation
D. API Implementation > API Interface > API Client

Answer: C

Explanation:
In a typical REST request, the components are called in a specific order to handle the client's request and provide the response. Here's the order and detailed explanation:
API Client:
Initiates Request: The client (e.g., web or mobile application) sends a request to the API endpoint.
API Interface:
Gateway/Proxy: This layer is typically managed by an API gateway or proxy, which handles the incoming request, applies security policies, and routes it to the appropriate backend service.
Responsibilities: Includes request validation, rate limiting, authentication, and authorization.
API Implementation:
Backend Service: The actual implementation of the API logic resides here. It processes the request, interacts with the necessary databases or external services, and generates the response.
REST API Design: RESTful Web Services
API Gateway: What is an API Gateway?

NEW QUESTION # 14
An integration team follows MuleSoft s recommended approach to full lifecycle API development Which activity should this team perform during the API implementation phase?

A. Validate the API specification
B. Design the API specification
C. Use the API specification to build the MuleSoft application
D. Use the API specification to monitor the MuleSoft application

Answer: C

Explanation:
MuleSoft recommends a full lifecycle API development approach which includes several phases such as design, implementation, testing, deployment, and management. During the API implementation phase, the primary activity is to use the API specification to build the MuleSoft application. Here's a detailed explanation:
API Design:
Create API Specification: Initially, an API specification is created using RAML or OAS (OpenAPI Specification) to define the API's structure, endpoints, request/response formats, and security requirements.
API Implementation:
Build Mule Application: Using the API specification as a blueprint, the development team implements the MuleSoft application. This involves creating flows, integrating with backend systems, and ensuring the API functions as specified.
APIKit: MuleSoft provides APIKit, a tool that automatically generates Mule flows based on the API specification, speeding up the development process.
Testing: During implementation, unit tests (using MUnit) and integration tests are created to ensure the API behaves as expected.
Validation and Monitoring:
Validate Against Specification: Throughout the implementation phase, the API is continuously validated against the original specification to ensure compliance.
Deployment and Monitoring: Post-implementation, the API is deployed, and tools like Anypoint Monitoring are used to monitor its performance and usage.
MuleSoft Documentation: Full Lifecycle API Management
APIKit: Building APIs with APIKit

NEW QUESTION # 15
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