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A retailer's enterprise data organization is exploring the use of Data Vault 2.

A retailer's enterprise data organization is exploring the use of Data Vault 2.0 to model its data lake solution. A Snowflake Architect has been asked to provide recommendations for using Data Vault 2.0 on Snowflake.

What should the Architect tell the data organization? (Select TWO).

A.

Change data capture can be performed using the Data Vault 2.0 HASH_DIFF concept.

B.

Change data capture can be performed using the Data Vault 2.0 HASH_DELTA concept.

C.

Using the multi-table insert feature in Snowflake, multiple Point-in-Time (PIT) tables can be loaded in parallel from a single join query from the data vault.

D.

Using the multi-table insert feature, multiple Point-in-Time (PIT) tables can be loaded sequentially from a single join query from the data vault.

E.

There are performance challenges when using Snowflake to load multiple Point-in-Time (PIT) tables in parallel from a single join query from the data vault.

Snowflake ARA-C01 Summary

  • Vendor: Snowflake
  • Product: ARA-C01
  • Update on: Jul 31, 2025
  • Questions: 162
Price: $52.5  $149.99
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