perf: Cytiva Biacore T200 Evaluation Module - Added optimizations on decoding logic

[felipenarv]

The improvement of this update is aprox 37%. This was calculated by running a script that switches from the existing code to the code on the HEAD. The performance below is -58% because it is taking this branch as the base and the code in main as the "new" code. The real improvement is like 37%, less than the 50% I had because I was just timing the code in the parser, this runs the entire test.

This also add a t-test to be sure the improvement is statistically relevant

Benchmark results (lower is better):
- run 1: current_main: 19.718s [ok]
- run 1: baseline_git_HEAD: 12.646s [ok]
- run 2: current_main: 19.186s [ok]
- run 2: baseline_git_HEAD: 12.483s [ok]
- run 3: baseline_git_HEAD: 12.056s [ok]
- run 3: current_main: 19.774s [ok]
- run 4: current_main: 19.427s [ok]
- run 4: baseline_git_HEAD: 12.327s [ok]
- run 5: current_main: 19.672s [ok]
- run 5: baseline_git_HEAD: 12.371s [ok]
Average baseline_git_HEAD: 12.377s ± 0.217s (n=5)
Average current_main: 19.555s ± 0.245s (n=5)
Improvement: -58.0%
Welch t-test: t=-48.979, dof≈7.9
Improvement (baseline - current_main) 95% CI: [-7.420, -6.920] s; P(current_main faster)≈0.000

[james-leinas]

@joshua-benchling and @slopez-b would you be able to give an initial review of Felipe's PR here? Thanks!

[joshua-benchling]

Great performance key improvements, left a question.
Also if you can provide a description on how much the performance was increased would be good.

[felipenarv]

@joshua-benchling I added some explanations of what was done and why it works. As for the general performance, this is the result of a script that runs a test with the current code in main and this. The performance is -58% because it is taking this branch as the base and the code in main as the "new" code. The real improvement is like 37%, less than the 50% I had because I was just timing the code in the parser, this runs the entire test

Benchmark results (lower is better):
- run 1: current_main: 19.718s [ok]
- run 1: baseline_git_HEAD: 12.646s [ok]
- run 2: current_main: 19.186s [ok]
- run 2: baseline_git_HEAD: 12.483s [ok]
- run 3: baseline_git_HEAD: 12.056s [ok]
- run 3: current_main: 19.774s [ok]
- run 4: current_main: 19.427s [ok]
- run 4: baseline_git_HEAD: 12.327s [ok]
- run 5: current_main: 19.672s [ok]
- run 5: baseline_git_HEAD: 12.371s [ok]
Average baseline_git_HEAD: 12.377s ± 0.217s (n=5)
Average current_main: 19.555s ± 0.245s (n=5)
Improvement: -58.0%
Welch t-test: t=-48.979, dof≈7.9
Improvement (baseline - current_main) 95% CI: [-7.420, -6.920] s; P(current_main faster)≈0.000

[felipenarv]

Added some comments explaining why the improvements should work