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Snowflake COF-R02 Exam - Topic 1 Question 3 Discussion

A company needs to read multiple terabytes of data for an initial load as part of a Snowflake migration. The company can control the number and size of CSV extract files.How does Snowflake recommend maximizing the load performance?
B) Produce the largest files possible, reducing the overall number of files to process.
A) Use auto-ingest Snowpipes to load large files in a serverless model.
C) Produce a larger number of smaller files and process the ingestion with size Small virtual warehouses.
D) Use an external tool to issue batched row-by-row inserts within BEGIN TRANSACTION and COMMIT commands.

Snowflake COF-R02 Exam - Topic 1 Question 3 Discussion

Actual exam question for Snowflake's COF-R02 exam
Question #: 3
Topic #: 1
[All COF-R02 Questions]

A company needs to read multiple terabytes of data for an initial load as part of a Snowflake migration. The company can control the number and size of CSV extract files.

How does Snowflake recommend maximizing the load performance?

Show Suggested Answer Hide Answer
Suggested Answer: B

by Jerry at Dec 11, 2022, 10:38 AM

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Carma
9 months ago
I’ve heard mixed things about C. Not sure if that’s efficient at all.
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Yan
9 months ago
A sounds interesting, but I think B is still the best choice.
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Veronique
9 months ago
Wait, are we sure B is the best option? Smaller files can be easier to manage.
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Tish
10 months ago
Totally agree with B! More files just complicate things.
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Iraida
10 months ago
B is the way to go! Bigger files mean less overhead.
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Larae
10 months ago
I recall something about using external tools for batch inserts, but that seems less efficient for large data loads. I’m not confident about option D.
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Shawna
10 months ago
I practiced a question similar to this, and I think producing smaller files could actually slow things down. So, I would lean towards option B as well.
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Cecil
10 months ago
I'm not entirely sure, but I feel like using auto-ingest Snowpipes could be beneficial too. Maybe option A?
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Margret
10 months ago
I remember reading that larger files can improve load performance, so I think option B might be the right choice.
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Nu
10 months ago
Hmm, I'm not sure about this. I'll need to review my notes on risk management to figure out the common strategy.
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Deane
10 months ago
Hmm, I'm not totally sure about this one. The options seem a bit vague to me. I'll have to think it through carefully before selecting an answer.
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Sueann
10 months ago
Okay, I think I've got a good strategy here. I'll start by checking the sip-manipulation configuration, then move on to the registration-cache and local-policy if needed. Gotta cover all the bases!
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Cordelia
10 months ago
The code is a bit cryptic, but I think it's related to a remote password cracking attempt. I'll double-check the details in the answer choices.
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Vernice
10 months ago
This seems like a straightforward application of the principles in the Consumer Privacy Bill of Rights. Roberta's recommendations around restricting access to customer data and securely disposing of outdated information align well with the principle of "Consumers have a right to reasonable limits on the personal data that a company retains." I'm confident that's the right answer.
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