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How can you effectively stress test a Databricks-managed Delta Lake to evaluate its performance under high concurrency?
A
Develop a custom load testing framework using Apache JMeter, configuring it to execute concurrent Delta Lake operations from multiple virtual users
B
Utilize Databricks notebooks to parallelize data operations, dynamically increasing the number of notebook instances to simulate user load
C
Implement a simulation using Databricks jobs and clusters, adjusting cluster sizes and job configurations to mimic real-world operational loads
D
Leverage Azure Load Testing service, creating scripts that perform a mix of read and write operations on the Delta Lake, scaling up to simulate high concurrency