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| Section | Objectives |
|---|
| Topic 1: Data Migration | - Data migration strategies and planning - Data cleansing and transformation
|
| Topic 2: Data Integration | - API-based integration approaches - Integration patterns in Salesforce - ETL vs ELT strategies
|
| Topic 3: Data Management | - Data quality management - Data governance principles - Master data management (MDM) concepts
|
| Topic 4: Data Architecture and Design | - Data modeling best practices in Salesforce - Conceptual and logical data modeling - Handling large data volume and scalability considerations
|
| Topic 5: Salesforce Data Model and Platform Capabilities | - Standard and custom objects - Relationships and schema design - Reporting and analytics considerations
|
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Salesforce Certified Platform Data Architect Sample Questions (Q162-Q167):
NEW QUESTION # 162
An Architect needs information about who is creating, changing, or deleting certain fields within the past four months. How can the Architect access this information?
- A. Remove "customize application" permissions from everyone else.
- B. After exporting the metadata, search it for the fields in question.
- C. After exporting the setup audit trail, find the fields in question.
- D. Create a field history report for the fields in question.
Answer: C
Explanation:
Exporting the setup audit trail can provide information about who is creating, changing, or deleting certain fields within the past four months. The setup audit trail tracks the recent setup changes that administrators and other users have made to the organization. The setup audit trail history shows up to 20 most recent changes in the Setup area, but administrators can download a report (in CSV format) of up to six months of setup history.
NEW QUESTION # 163
Universal Containers (UC) has a custom discount request object set as a detail object with a custom product object as the master. There is a requirement to allow the creation of generic discount requests without the custom product object as its master record. What solution should an Architect recommend to UC?
- A. Create a placeholder product record for the generic discount request.
- B. Change the master-detail relationship to a lookup relationship.
- C. Mandate the selection of a custom product for each discount request.
- D. Remove the master-detail relationship and keep the objects separate.
Answer: B
Explanation:
Changing the master-detail relationship to a lookup relationship is the best solution for allowing the creation of generic discount requests without the custom product object as its master record.
A lookup relationship allows you to create child records without requiring a parent record. It also gives you more flexibility in defining the sharing and security settings for each object
NEW QUESTION # 164
Universal Containers (UC) has a data model as shown in the image. The Project object has a private sharing model, and it has Roll -Up summary fields to calculate the number of resources assigned to the project, total hours for the project, and the number of work items associated to the project. What should the architect consider, knowing there will be a large amount of time entry records to be loaded regularly from an external system into Salesforce.com?
- A. Load all data after deferring sharing calculations.
- B. Load all data using external IDs to link to parent records.
- C. Use workflow to calculate summary values instead of Roll -Up.
- D. Use triggers to calculate summary values instead of Roll -Up.
Answer: A
Explanation:
Loading all data after deferring sharing calculations can improve the performance and avoid locking issues when loading a large amount of time entry records into Salesforce.com. This is because deferring sharing calculations can temporarily suspend the calculation of sharing rules until all the data is loaded, and then recalculate them in one operation
NEW QUESTION # 165
An architect is planning on having different batches to load one million Opportunities into Salesforce using the Bulk API in parallel mode. What should be considered when loading the Opportunity records?
- A. Order batches by Auto -number field.
- B. Sort batches by Name field values.
- C. Group batches by the AccountId field.
- D. Create indexes on Opportunity object text fields.
Answer: A
Explanation:
Ordering batches by Auto-number field will ensure that the records are processed in a sequential order and avoid any locking issues that might occur when loading related records in parallel mode. Creating indexes, grouping batches by AccountId, or sorting batches by Name field values are not necessary or beneficial for loading Opportunity records using the Bulk API.
NEW QUESTION # 166
Universal Containers (UC) is implementing Salesforce Sales Cloud and Service Cloud. As part of their implementation, they are planning to create a new custom object (Shipments), which will have a lookup relationship to Opportunities. When creating shipment records, Salesforce users need to manually input a customer reference, which is provided by customers, and will be stored in the Customer_Reference__c text custom field. Support agents will likely use this customer reference to search for Shipment records when resolving shipping issues. UC is expecting to have around 5 million shipment records created per year. What is the recommended solution to ensure that support agents using global search and reports can quickly find shipment records?
- A. Set Customer-Reference_c as an External ID (non-unique).
- B. Implement an archiving process for shipment records created after five years.
- C. Implement an archiving process for shipment records created after three years.
- D. Set Customer-Reference_c as an External ID (unique).
Answer: D
Explanation:
Setting Customer-Reference_c as an External ID (unique) is the recommended solution to ensure that support agents using global search and reports can quickly find shipment records. This is because external ID fields are indexed and can be used as filters in reports and list views. Making the field unique also ensures that there are no duplicate values that could confuse the search results.
NEW QUESTION # 167
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