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Consider a scenario where you have a large dataset of customer transactions that you need to optimize for querying using Delta Lake. You decide to apply partitioning, z-ordering, bloom filters, and adjust file sizes. Describe in detail how you would choose the appropriate partitioning column, implement z-ordering, apply bloom filters, and determine optimal file sizes for this dataset to enhance query performance.
Consider a scenario where you have a large dataset of customer transactions that you need to optimize for querying using Delta Lake. You decide to apply partitioning, z-ordering, bloom filters, and adjust file sizes. Describe in detail how you would choose the appropriate partitioning column, implement z-ordering, apply bloom filters, and determine optimal file sizes for this dataset to enhance query performance.
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