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You are tasked with designing a semantic model for a large retail company that operates both online and offline. The company has a vast amount of transactional data stored in a data lake. Discuss the considerations and steps you would take to choose a suitable storage mode, including the potential use of Direct Lake, for this semantic model.
A
Opt for Direct Lake without considering the data access patterns.
B
Choose a storage mode based solely on the size of the data.
C
Evaluate the data access patterns, query performance requirements, and integration with existing systems before deciding on a storage mode.
D
Select any storage mode without any analysis.