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Salesforce Certified MuleSoft Integration Architect I Sample Questions (Q199-Q204):
NEW QUESTION # 199
A company is planning to migrate its deployment environment from on-premises cluster to a Runtime Fabric (RTF) cluster. It also has a requirement to enable Mule applications deployed to a Mule runtime instance to store and share data across application replicas and restarts.
How can these requirements be met?
- A. Configure Persistence Gateway in any of the servers using Mule Object Store
- B. Install the object store pod on one of the cluster nodes
- C. Anypoint object store V2 to share data between replicas in the RTF cluster
- D. Configure Persistent Gateway at the RTF
Answer: C
Explanation:
When migrating from an on-premises cluster to a Runtime Fabric (RTF) cluster, and needing to enable Mule applications to store and share data across application replicas and restarts, the use of Anypoint Object Store V2 is the most suitable option. Here's why and how to implement it:
* Understanding Object Store V2:
* Object Store V2 is designed to store and retrieve key-value pairs in a scalable and highly available manner. It is particularly useful for sharing state and data between different instances of applications running on RTF.
* Setting Up Anypoint Object Store V2:
* First, ensure that your MuleSoft Anypoint Platform account has access to Object Store V2.
* Configure your Mule application to use Object Store V2 by defining an object store in your Mule configuration file. This can be done using the objectstore element in your Mule flow.
* Configuration Steps:
* Add the Object Store connector to your Mule project.
* Define the object store configuration in your Mule flow as follows:
xml
<objectstore:config name="ObjectStoreV2" doc:name="ObjectStoreV2"/>
* Use the object store in your flows to store and retrieve data:
xml
<objectstore:store config-ref="ObjectStoreV2" key="#[key]" value="#[value]" /> <objectstore:retrieve config- ref="ObjectStoreV2" key="#[key]" target="variableName"/>
* Deploying on RTF:
* Deploy your Mule application to the RTF cluster. The RTF will handle scaling and ensure that the Object Store V2 is available to all instances of your application.
* Benefits:
* Object Store V2 ensures data is shared and persisted across different application replicas and restarts, which meets the requirement of storing and sharing data across application replicas in the RTF cluster.
MuleSoft Documentation on Object Store V2
MuleSoft Documentation on Runtime Fabric
NEW QUESTION # 200
An Order microservice and a Fulfillment microservice are being designed to communicate with their dients through message-based integration (and NOT through API invocations).
The Order microservice publishes an Order message (a kind of command message) containing the details of an order to be fulfilled. The intention is that Order messages are only consumed by one Mute application, the Fulfillment microservice.
The Fulfilment microservice consumes Order messages, fulfills the order described therein, and then publishes an OrderFulfilted message (a kind of event message). Each OrderFulfilted message can be consumed by any interested Mule application, and the Order microservice is one such Mute application.
What is the most appropriate choice of message broker(s) and message destination(s) in this scenario?
- A. Order messages are sent to an Anypoint MQ exchange OrderFulfilled messages are sent to an Anypoint MQ queue Both microservices interact with Anypoint MQ as the message broker, which must therefore scale to support the load of both microservices
- B. Order messages are sent to a JMS queue. OrderFulfilled messages are sent to a JMS topic The Order microservice interacts with one JMS provider (message broker) and the Fulfillment microservice interacts with a different JMS provider, so that both message brokers can be chosen and scaled to best support the load of each microservice
- C. Order messages are sent directly to the Fulfillment microservices. OrderFulfilled messages are sent directly to the Order microservice The Order microservice interacts with one AMQP-compatible message broker and the Fulfillment microservice interacts with a different AMQP-compatible message broker, so that both message brokers can be chosen and scaled to best support the load of each microservice
- D. Order messages are sent to a JMS queue. OrderFulfilled messages are sent to a JMS topic Both microservices interact with the same JMS provider (message broker) instance, which must therefore scale to support the load of both microservices
Answer: D
Explanation:
* If you need to scale a JMS provider/ message broker, - add nodes to scale it horizontally or - add memory to scale it vertically * Cons of adding another JMS provider/ message broker: - adds cost. - adds complexity to use two JMS brokers - adds Operational overhead if we use two brokers, say, ActiveMQ and IBM MQ * So Two options that mention to use two brokers are not best choice. * It's mentioned that "The Fulfillment microservice consumes Order messages, fulfills the order described therein, and then publishes an OrderFulfilled message. Each OrderFulfilled message can be consumed by any interested Mule application." - When you publish a message on a topic, it goes to all the subscribers who are interested - so zero to many subscribers will receive a copy of the message. - When you send a message on a queue, it will be received by exactly one consumer. * As we need multiple consumers to consume the message below option is not valid choice: "Order messages are sent to an Anypoint MQ exchange. OrderFulfilled messages are sent to an Anypoint MQ queue. Both microservices interact with Anypoint MQ as the message broker, which must therefore scale to support the load of both microservices" * Order messages are only consumed by one Mule application, the Fulfillment microservice, so we will publish it on queue and OrderFulfilled message can be consumed by any interested Mule application so it need to be published on Topic using same broker. * Best choice in this scenario is: "Order messages are sent to a JMS queue. OrderFulfilled messages are sent to a JMS topic. Both microservices interact with the same JMS provider (message broker) instance, which must therefore scale to support the load of both microservices" Tried to depict scenario in diagram:
NEW QUESTION # 201
A project team is working on an API implementation using the RAML definition as a starting point. The team has updated the definition to include new operations and has published a new version to exchange. Meanwhile another team is working on a mule application consuming the same API implementation.
During the development what has to be performed by the mule application team to take advantage of the newly added operations?
- A. Scaffold the client application with the new definition
- B. Update the REST connector from exchange in the client application
- C. Scaffold API implementation application with the new definition
- D. Update the API connector in the API implementation and publish to exchange
Answer: B
Explanation:
When a RAML definition is updated and a new version is published to Anypoint Exchange, the client applications that consume the API need to be updated to utilize the new operations. Here's how the Mule application team can achieve this:
* Access Anypoint Exchange:
* Go to Anypoint Exchange and find the updated RAML definition of the API.
* Update the REST Connector:
* In the Mule application, locate the existing REST connector that was generated from the previous version of the API.
* Update this connector to the latest version by reimporting the RAML definition.
* This can be done via the Anypoint Studio by navigating to the Mule Palette, finding the REST connector, and updating it with the new RAML.
* Regenerate Client Code (If Necessary):
* Sometimes, updating the connector may require regenerating the client code to include new operations.
* Ensure that all new methods and endpoints are available in your Mule application after the update.
* Test New Operations:
* Incorporate and test the new operations in the Mule application to ensure they function correctly with the updated API implementation.
References
* MuleSoft Documentation: API Development
* Anypoint Studio Documentation: Using Connectors
NEW QUESTION # 202
The AnyAirline organization's passenger reservations center is designing an integration solution that combines invocations of three different System APIs (bookFlight, bookHotel, and bookCar) in a business transaction. Each System API makes calls to a single database.
The entire business transaction must be rolled back when at least one of the APIs fails.
What is the most idiomatic (used for its intended purpose) way to integrate these APIs in near real-time that provides the best balance of consistency, performance, and reliability?
- A. Implement local transactions within each API implementationConfigure each API implementation to also participate in the same eXtended Architecture (XA) transactionImplement caching in each API implementation to improve performance
- B. Implement local transactions in each API implementationCoordinate between the API implementations using a Saga patternApply various compensating actions depending on where a failure occurs
- C. Implement an eXtended Architecture (XA) transaction manager in a Mule application using a Saga patternConnect each API implementation with the Mule application using XA transactionsApply various compensating actions depending on where a failure occurs
- D. Implement eXtended Architecture (XA) transactions between the API implementationsCoordinate between the API implementations using a Saga patternImplement caching in each API implementation to improve performance
Answer: B
Explanation:
Reference: https://aws.amazon.com/blogs/compute/building-a-serverless-distributed-application-using-a-saga- orchestration-pattern/
NEW QUESTION # 203
According to MuleSoft, what Action should an IT organization take regarding its technology assets in order to close the IT delivery.
- A. Create weekly meetings that all members of IT attend to present justification and request approval to use existing assets
- B. Focus project delivery efforts on custom assets that meet the specific requirements of each individual line of business
- C. Make assets easily discoverable via a central repository
- D. Hire additional staff to meet the demand for asset creation required for approved projects and timelines
Answer: B
NEW QUESTION # 204
......
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