Add Trino to CDK benchmarks

[gabotechs]

Adds a Trino cluster to the CDK deployment with all TPCH setup so that we can benchmark this project against Trino.

For that, several things are done:

• Add a Trino deployment to the CDK code
• Refactor the benchmarking script for better reusability
• Add a new trino-bench.ts script for benchmarking Trino

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Results of benchmarking TPCH with a 10 scale factor against Trino

prev=Trino
new=DataFusion Distributed

==== Comparison with previous run ====
      q1: prev=2009 ms, new=4702 ms, 2.34x slower ❌
      q2: prev=3326 ms, new=1373 ms, 2.42x faster ✅
      q3: prev=3529 ms, new=3789 ms, 1.07x slower ✖
      q4: prev=2411 ms, new=2630 ms, 1.09x slower ✖
      q5: prev=6195 ms, new=4413 ms, 1.40x faster ✅
      q6: prev=1447 ms, new=2353 ms, 1.63x slower ❌
      q7: prev=7985 ms, new=5810 ms, 1.37x faster ✅
      q8: prev=8513 ms, new=6657 ms, 1.28x faster ✅
      q9: prev=9854 ms, new=8303 ms, 1.19x faster ✔
     q10: prev=3663 ms, new=4078 ms, 1.11x slower ✖
     q11: prev=2390 ms, new=1425 ms, 1.68x faster ✅
     q12: prev=2389 ms, new=2492 ms, 1.04x slower ✖
     q13: prev=3961 ms, new=3124 ms, 1.27x faster ✅
     q14: prev=1826 ms, new=2425 ms, 1.33x slower ❌
     q15: prev=4035 ms, new=3445 ms, 1.17x faster ✔
     q16: prev=1850 ms, new=1218 ms, 1.52x faster ✅
     q17: prev=6522 ms, new=6722 ms, 1.03x slower ✖
     q18: prev=10231 ms, new=6049 ms, 1.69x faster ✅
     q19: prev=1922 ms, new=3030 ms, 1.58x slower ❌
     q20: prev=4115 ms, new=2967 ms, 1.39x faster ✅
     q21: prev=15599 ms, new=7960 ms, 1.96x faster ✅
     q22: prev=1600 ms, new=1039 ms, 1.54x faster ✅

[geoffreyclaude]

Is the @ in the file name expected?

[gabotechs]

yes, it's some convention that I used to use in large TypeScript projects that I found very helpful. All the "common" code scoped to a folder is prefixed with @ so that:

• IDEs place it at the top of the folder, separating it from any other normal code
• The developer eye rapidly indexes file as "something that contains utils used across two or more files in the same folder"