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Salesforce Certified Platform Data Architect Sample Questions (Q225-Q230):
NEW QUESTION # 225
Universal Containers (UC) is concerned that data is being corrupted daily either through negligence or maliciousness. They want to implement a backup strategy to help recover any corrupted data or data mistakenly changed or even deleted. What should the data architect consider when designing a field -level audit and recovery plan?
- A. Reduce data storage by purging old data.
- B. Implement an AppExchange package.
- C. Review projected data storage needs.
- D. Schedule a weekly export file.
Answer: C
Explanation:
Option C is the best answer because reviewing projected data storage needs is an important step in designing a field-level audit and recovery plan. You need to estimate how much data storage you will need in the future and plan accordingly.
NEW QUESTION # 226
NTO need to extract 50 million records from a custom object everyday from its Salesforce org.
NTO is facing query timeout issues while extracting these records. What should a data architect recommend in order to get around the time out issue?
- A. Use ETL tool for extraction of records.
- B. Ask SF support to increase the query timeout value.
- C. The REST API to extract data as it automatically chunks records by 200.
- D. Use a custom auto number and formula field and use that to chunk records while extracting data.
Answer: A
Explanation:
The best solution to extract 50 million records from a custom object everyday from Salesforce org without facing query timeout issues is to use an ETL tool for extraction of records. ETL stands for extract, transform, and load, and it refers to a process of moving data from one system to another. An ETL tool is a software application that can connect to various data sources, perform data transformations, and load data into a target destination. ETL tools can handle large volumes of data efficiently and reliably, and they often provide features such as scheduling, monitoring, error handling, and logging. Using a custom auto number and formula field and use that to chunk records while extracting data is a possible workaround, but it requires creating additional fields and writing complex queries. The REST API can extract data as it automatically chunks records by 200, but it has some limitations, such as a maximum of 50 million records per query job.
Asking SF support to increase the query timeout value is not feasible because query timeout values are not configurable
NEW QUESTION # 227
A company wants to document the data architecture of a Salesforce organization. What are two valid metadata types that should be included? (Choose two.)
- A. Document
- B. SecuritySettings
- C. RecordType
- D. CustomField
Answer: C,D
Explanation:
Option A is correct because RecordType is a valid metadata type that should be included in documenting the data architecture of a Salesforce organization. RecordType defines different business processes, picklist values, and page layouts for different users. Option C is correct because CustomField is another valid metadata type that should be included in documenting the data architecture of a Salesforce organization. CustomField defines custom attributes for standard or custom objects.
NEW QUESTION # 228
Universal Containers (UC) is building a Service Cloud call center application and has a multisystem support solution. UC would like or ensure that all systems have access to the same customer information. What solution should a data architect recommend?
- A. Implement a master data management (MDM) strategy for customer data.
- B. Load customer data in all systems.
- C. Let each system be an owner of data it generates.
- D. Make Salesforce the system of record for all data.
Answer: A
Explanation:
A master data management (MDM) strategy for customer data can help UC ensure that all systems have access to the same customer information, without loading or duplicating data in all systems. An MDM strategy can also help UC avoid data conflicts and inconsistencies that may arise from having multiple systems as owners of data.
NEW QUESTION # 229
Universal Containers (UC) is in the process of selling half of its company. As part of this split, UC's main Salesforce org will be divided into two org:org A and org B, UC has delivered these requirements to its data architect
1. The data model for Org B will drastically change with different objects, fields, and picklist values.
2. Three million records will need to be migrated from org A to org B for compliance reasons.
3. The migrate will need occur within the next two month, prior to be split.
Which migrate strategy should a data architect use to successfully migrate the date?
- A. Use the Salesforces CLI to query, export, and import
- B. Use Data Loader for export and Data Import Wizard for import
- C. Write a script to use the Bulk API
- D. use as ETL tool to orchestrate the migration.
Answer: D
Explanation:
Using an ETL tool to orchestrate the migration is the best strategy for this scenario, as it can handle the data model changes, the large volume of records, and the tight timeline.
NEW QUESTION # 230
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