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Exam Certified Data Architect All Questions

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Exam Certified Data Architect topic 1 question 51 discussion

Actual exam question from Salesforce's Certified Data Architect
Question #: 51
Topic #: 1
[All Certified Data Architect Questions]

Universal Containers (UC) has accumulated data over years and has never deleted data from its Salesforce org. UC is now exceeding the storage allocations in the org. UC is now looking for options to delete unused records from the org.
Which three recommendations should a data architect make in order to reduce the number of records from the org? (Choose three.)

  • A. Use hard delete in Bulk API to permanently delete records from Salesforce.
  • B. Identify records in objects that have not been modified or used in last 3 years.
  • C. Use hard delete in Batch Apex to permanently delete records from salesforce.
  • D. Use Rest API to permanently delete records from the Salesforce org.
  • E. Archive the records in enterprise data warehouse (EDW) before deleting from Salesforce.
Show Suggested Answer Hide Answer
Suggested Answer: ABE 🗳️

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vip_10
Highly Voted 1 year, 3 months ago
Selected Answer: ABE
It is better to use the Bulk Api for the hard deletion. Link:https://help.salesforce.com/s/articleView?id=000382207&type=1
upvoted 5 times
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lizbette
Most Recent 6 months, 4 weeks ago
Selected Answer: ABE
Tricky. ABE is best answer. Toss up between C&E, with E winning out slightly. A - definitely A, because Bulk API is recommended method to hard delete LDV https://trailhead.salesforce.com/content/learn/modules/large-data-volumes/perform-data-deletes-and-extracts B - good option, makes sense to set up criteria of what to delete vs. keep C - not a great option because involves writing code and Bulk API is definitely the preferred (easier) method D - Rest API is not great for LDV E - this is generally a good practice. this isn't a great answer, considering the ask is to delete unused records, but it's a good thing to logically consider when deleting records
upvoted 1 times
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Mualh01
10 months, 2 weeks ago
Selected Answer: ACE
Not B - We do not have any business requirements that specify that the records can be deleted after 3 years Not D - REST API is not optimized for bulk deletion.
upvoted 1 times
Ullr
9 months, 1 week ago
But still we need some criteria for records to be deleted. Unused records within a long period of time is the only suggested method in our case.
upvoted 1 times
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Ullr
9 months, 1 week ago
And more, A and C are controversial, aren't?
upvoted 1 times
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ETH777
10 months, 3 weeks ago
Selected Answer: ABE
Not C - Less efficient than the Bulk API for large-scale operations, though it can perform deletion. Not D - REST API is not optimized for bulk deletion. A - Bulk API is specifically designed for large-scale data operations, including deletions.
upvoted 2 times
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Community vote distribution
A (35%)
C (25%)
B (20%)
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