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Salesforce Integration-Architect certification exam consists of multiple-choice questions and scenario-based questions that test an individual's ability to design and implement integration solutions. Integration-Architect exam also tests an individual's ability to troubleshoot integration issues and optimize integration solutions for performance.
Salesforce Integration-Architect exam is intended for experienced architects and developers who have expertise in designing and implementing complex integrations using various integration patterns, techniques, and technologies. Integration-Architect exam covers a wide range of topics, including integration architecture, integration patterns, integration security, data integration, and application integration. Integration-Architect Exam is ideal for professionals who want to demonstrate their expertise in integrating Salesforce with other systems and who want to advance their careers as integration architects.
Achieving the Salesforce Integration-Architect certification demonstrates a high level of expertise in Salesforce integration and can lead to career advancement opportunities. Salesforce Certified Integration Architect certification is recognized by employers as a mark of excellence and is highly sought after in the industry. Individuals who hold this certification are considered experts in Salesforce integration and are well-positioned to take on leadership roles in organizations.
Salesforce Certified Integration Architect Sample Questions (Q117-Q122):
NEW QUESTION # 117
Northern Trail Outfitters' (NTO) Salesforce org usually goes through 8k-10k batches a day to synch data from external sources. NTO's Integration Architect has received requirements for a new custom object, FooBarc, for which 90M records will need to be loaded into the org. Once complete, 20GB (about 30M records) needs to be extracted to an external auditing system.
What should the architect recommend using to meet these requirements in a day?
- A. Insert and query using Bulk API 2.0.
- B. Insert using Bulk API 1.0 and query using REST API.
- C. Insert and query using Bulk API 1.0.
- D. Insert using Bulk API 2.0 and query using REST API.
Answer: A
Explanation:
Answer D is valid because using Bulk API 2.0 for both inserting and querying data canmeet the requirements of loading and extracting large volumes of data in a day. Bulk API 2.0 is a RESTful API that allows creating, updating, deleting, or querying millions of records asynchronously by uploading or downloading CSV or JSON files. Bulk API2.0 has several advantages over Bulk API 1.0, such as:
It does not count against the daily limit of 5,000 batches per rolling 24-hour period.
It supports PK Chunking for queries, which automatically splits large data sets into manageable chunks based onthe primary key.
It simplifies the job lifecycle and reduces the number of API calls needed to perform a bulk operation.
Answer A is not valid because using Bulk API 2.0 for inserting data and REST API for querying data is not an optimal solution for handling large volumes of data in a day. REST API is a synchronous API that allows creating, updating, deleting, or querying individual records or small batches of records using HTTP methods.
REST API has several limitations and drawbacks for this use case, such as:
It counts against the daily limit of 15,000 API requests per 24-hour period.
It does not support PK Chunking for queries, which means that large data sets may exceed the query timeout or heap size limits.
It requires more API calls and processing time to perform a bulk operation than Bulk API 2.0.
Answer B is not valid because using Bulk API 1.0 for both inserting and querying data is not a feasible solution for handling large volumes of data in a day. Bulk API 1.0 is a SOAP-based API that allows creating, updating, deleting, or querying millions of records asynchronously by uploading or downloading XML or CSV files. Bulk API 1.0 has several limitations and drawbacks compared to Bulk API 2.0, such as:
It counts against the daily limit of 5,000 batchesper rolling 24-hour period, which may not be enough to load and extract 90M and 30M records respectively.
It does not support JSON format for data files, which may not be compatible with some external systems or applications.
It requires more API calls andcomplexity to manage the job lifecycle and handle errors or retries than Bulk API 2.0.
Answer C is not valid because using Bulk API 1.0 for inserting data and REST API for querying data is not a suitable or reliable solution for handling large volumes ofdata in a day. As explained above, both Bulk API
1.0 and REST API have limitations and drawbacks that may affect the performance, efficiency, and scalability of the integration.
NEW QUESTION # 118
Northern Trail Outfitters (NTO) has an affiliate company that would like immediate notifications of changes to opportunities in the NTO Salesforce instance. The affiliate company has a CometD client available.
Which solution is recommended in order to meet the requirement?
- A. Create a connected app in the affiliate org and select the "Accept CometD API Requests".
- B. Create a PushTopic update event on the Opportunity Object to allow the subscriber to react to the streaming API.
- C. A Implement a polling mechanism in the client that calls the SOAP API getupdated method to get the ID values of each updated record.
- D. Configure External Services to call the subscriber in Apex in the Onchange Trigger event as part of the flow.
Answer: B
NEW QUESTION # 119
Customer is evaluating Platform Events solution and would like help in comparing/contrasting it with Outbound Message for a real-time / near-real time needs. They expect 3,000 consumers of messages from Salesforce.
Which three considerations should be evaluated and highlighted when deciding between the solutions?
Choose 3 answers
- A. Both Platform Events and Outbound Message are highly scalable. However, unlike Outbound Message, only Platform Events have Event Delivery and Event Publishing limits to be considered.
- B. Message sequence is possible in Outbound Message but not guaranteed with Platform Events. Both offer very high reliability. Fault handling and recovery are fully handled by Salesforce.
- C. Number of concurrent subscribers to Platform Events is capped at 2,000. An Outbound Message configuration can pass only 100 notifications in a single messages to a SOAP end point.
- D. Both Platform Events and Outbound Message offer declarative means for asynchronous near-real time needs. They aren't best suited for real- time integrations.
- E. In both Platform Events and Outbound Messages, the event messages are retried by and delivered in sequence, and only once. Salesforce ensures there is no duplicate message delivery.
Answer: A,C,E
Explanation:
https://developer.salesforce.com/docs/atlas.en-us.platform_events.meta/platform_events/platform_event_limits.htm
https://help.salesforce.com/articleView?id=workflow_om_considerations.htm&type=5
NEW QUESTION # 120
A company that is a leading provider of courses and training delivers courses using third party trainers. The trainer for the company has to be verified from 10 different training accreditation verification agencies before providing training for the company. Each training accreditation agency has its own response time, whichcould take days to confirm a trainer.
The company decided to automate the trainer accreditation verification process by integrating to the agencies' web services.
What is the recommended approach to automate this process?
- A. Make an apex callout using @future annotation to make the call out to all different agencies. The response should update the trainer status to "verified".
- B. Use salesforce external serviceto make the call out, Salesforce external service should check the verification agencies until the result is verified, then update the trainer status to "verified".
- C. Create a trigger on the trainer record to make a Callout to each verification agencies,write business logic to consolidate the verification then update the trainer status to verified".
- D. Use middleware to handle the call out to the 10 different verification services, the middleware will handle the business logic of consolidating the verification result from t 10 services, then make a call-in to salesforce and update the verification status to "verified".
Answer: D
Explanation:
Answer D is valid because using middleware to handle the call out to the 10 different verification services is a scalable and reliable solution that can handle the complexity and variability of the integration. The middlewarecan orchestrate the calls to the different web services, consolidate the verification results, and handle any errors or retries. The middleware can then make a call-in to Salesforce and update the verificationstatus to "verified" using an API or a platform event12 Answer A is not valid because using Salesforce external service to make the call out to the 10 different verification services is not a feasible or efficient solution. Salesforce external service is a feature that allows invoking anexternal service from a flow and mapping its inputs and outputs to flow variables. However, this feature requires configuring an Apex action, a named credential, and an external service definition for each web service, which is not a low code solution. Moreover, this feature does not support checking the verification agencies untilthe result is verified, as it only invokes the external service once per flow interview3 Answer B is not valid because creating a trigger on the trainer record to make a callout to each verification agency is not a recommended or robust solution. Triggers are Apex code that execute before or after database events, such as insert, update, or delete. However, triggers cannot make callouts directly, as they are part of a database transaction and must complete quickly. To make a callout from a trigger, an asynchronous process such as a future method or a queueablejob must be used, which adds complexity and overhead to the integration. Moreover, triggershave limits on the number of callouts and asynchronous calls they can make per transaction, which may affect the scalability and reliability of the integration.
Answer C is not valid because making an Apex callout using @future annotation to make the call out to all different agencies is not a suitable or reliable solution. The @future annotation allows marking a method for execution at a later time when system resources become available. However, this annotation has several limitations and drawbacks, such as:
Future methods cannot return values, so they cannot update the trainer status to "verified" directly.
Future methods have limits on the number of callouts andfuture calls they can make per execution, which may affect the scalability and reliability of the integration.
Future methods run in their own thread and do not share any static variables or state with other methods, which makes it difficult to consolidatethe verification results from different agencies.
Future methods are not guaranteed to execute at a specific time or order, which may affect the timeliness and accuracy of the integration.
1: Orchestration Pattern 2: RemoteProcess Invocation-Request and Reply 3: External Services : Apex Developer Guide: Triggers : Apex Developer Guide: Using Future Methods
NEW QUESTION # 121
Which two approaches will require the least amount of development effort?
Choose 2 answers
- A. Configure named credentials in the source org.
- B. Use the tooling API with Process Builder to insert leads in real time.
- C. Call the Salesforce REST API to insert the lead into the target system.
- D. Use the Composite REST API to aggregate multiple leads in a single call.
Answer: A,D
Explanation:
The two approaches that will require the least amount of development effort are configuring named credentials in the source org and using the Composite REST API to aggregate multiple leads in a single call. Named credentials are a type of metadata that store authentication information for accessing external services, such as the target Salesforce org. By using named credentials, you can simplify the code for making callouts and avoid hardcoding credentials or tokens. The Composite REST API is a resource that allows you to execute multiple REST API requests in a single call. You can use the Composite REST API to create, update, or delete up to 25 records in one request. This can reduce the number of API calls and improve performance.
References: [Named Credentials], [Composite Resources]
NEW QUESTION # 122
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