Add basic benchmarking suite

[samansmink]

Adds first version of a benchmarking framework that will allow easy benchmarking going forward with Delta. Only basic benchmarks are added now.

The benchmarks are ran on the data from the data generation script that is run with make generate-data which makes sure that we can now easily add lakehouse-oriented benchmarks by:

• creating some delta table using the data generation script
• creating new benchmark using this data

Features added:

• easy plotting
• benchmarks
  • tpcds sf1 local parquet files
  • tpch sf1 local delta table
  • tpch sf1 local parquet files
  • tpch sf1 local delta table
  • tpch sf1 remote parquet files (requires credentials or creating your own remote bucket)
  • tpch sf1 remote delta table (requires credentials or creating your own remote bucket)

Follow up

• Add lakehouse-oriented benchmarks (using partitioning, deletion vectors, etc)