[Feature Request][Kernel] Make kernel benchmark configurable using command line arguments

Feature request

Which Delta project/connector is this regarding?

• Spark
• Standalone
• Flink
• Kernel
• Other (fill in here)

Overview

Motivation

The kernel benchmarking framework currently hard codes benchmark parameters. There are multiple ways users may want to augment a benchmark run including:

• Filtering benchmark specs by name
• Configure the number of warmup iterations
• Configure the number of measurement iterations
• Configure the warmup time.

Further details

Create a command line argument parser that accepts the above options as configurable parameters. Use the current parameters as the defaults for the benchmark.

For filtering benchmark specs, perform a substring match over each variant's full name. --include-test read_metadata For all other paramaeters, simply take an integer --warum-iterations 10

You can find the relevant file in kernel/kernel-defaults/src/test/java/io/delta/kernel/defaults/benchmarks/WorkloadBenchmark.java`