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| Section | Objectives |
|---|
| Data Migration | - Data migration strategies and planning - Data cleansing and transformation
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| Salesforce Data Model and Platform Capabilities | - Standard and custom objects - Reporting and analytics considerations - Relationships and schema design
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| Data Integration | - Integration patterns in Salesforce - ETL vs ELT strategies - API-based integration approaches
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| Data Architecture and Design | - Conceptual and logical data modeling - Handling large data volume and scalability considerations - Data modeling best practices in Salesforce
|
| Data Management | - Data quality management - Data governance principles - Master data management (MDM) concepts
|
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Salesforce Certified Platform Data Architect Sample Questions (Q50-Q55):
NEW QUESTION # 50
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. Implement an archiving process for shipment records created after five years.
- B. Set Customer-Reference_c as an External ID (non-unique).
- C. Set Customer-Reference_c as an External ID (unique).
- D. Implement an archiving process for shipment records created after three years.
Answer: C
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 # 51
A data architect has been tasked with optimizing a data stewardship engagement for a Salesforce instance Which three areas of Salesforce should the architect review before proposing any design recommendation? Choose 3 answer
- A. Export the setup audit trail to review what fields are being used.
- B. Review the sharing model to determine impact on duplicate records.
- C. Determine if any integration points create records in Salesforce.
- D. Review the metadata xml files for redundant fields to consolidate.
- E. Run key reports to determine what fields should be required.
Answer: B,C,E
Explanation:
Determining if any integration points create records in Salesforce, running key reports to determine what fields should be required, and reviewing the sharing model to determine impact on duplicate records are three areas of Salesforce that the architect should review before proposing any design recommendation. These areas will help to identify the sources and quality of data, the business rules and validations for data entry, and the access and visibility of data across users and roles. Reviewing the metadata xml files for redundant fields to consolidate, and exporting the setup audit trail to review what fields are being used are not necessary steps for optimizing a data stewardship engagement, as they are more related to metadata management and audit tracking.
NEW QUESTION # 52
UC has large amount of orders coming in from its online portal. Historically all order are assigned to a generic user. Which 2 measures should data architect recommend to avoid any performance issues while working with large number of order records? Choose 2 answer
- A. Create a pool of generic users and distribute the assignment of memory to the pool of users.
- B. Salesforce handles the assignment of orders automatically and there is no performance impact.
- C. Clear the role field in the generic user record.
- D. Create a role at top of role hierarchy and assign the role to the generic user.
Answer: C,D
Explanation:
Clearing the role field in the generic user record and creating a role at the top of the role hierarchy and assigning it to the generic user are two measures that can help avoid performance issues while working with large number of order records. These measures can prevent data skew and lock contention that may occur when a single user owns or shares a large number of records
NEW QUESTION # 53
An architect has been asked to provide error messages when a future date is detected in a custom Birthdate _c field on the Contact object. The client wants the ability to translate the error messages. What are two approaches the architect should use to achieve this solution? Choose 2 answer
- A. Create a trigger on Contact and add an error to the record with a custom label.
- B. Create a workflow field update to set the standard ErrorMessage field.
- C. Create a validation rule and translate the error message with translation workbench.
- D. Implement a third -party validation process with translate functionality.
Answer: A,C
Explanation:
Creating a trigger on Contact and adding an error to the record with a custom label allows the architect to use the translation workbench to translate the error message based on the user's language. Creating a validation rule and translating the error message with translation workbench also achieves the same result. The other options would either not provide translation functionality or not display an error message
NEW QUESTION # 54
Which relationship enforces cascade delete?
- A. Lookup
- B. External lookup
- C. Indirect lookup
- D. Master-detail
Answer: D
Explanation:
In master-detail, deleting the parent deletes all child records.
NEW QUESTION # 55
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