Add Support for Benchmarking Strategies

Closes #46 (closed) Closes #48 (closed) Closes #49 (closed)

For testing, in the file execution/lag_analysis.py, the prometheus query api must be set according to the current environment.

TODO

• Cleanup code

This merge request includes: !26 (closed) !35 (closed) !36 (closed)

execution/theodolite.py

@@ -79,7 +79,7 @@ if domain_restriction:
 else:
     # no domain restriction + linear-search
     if search_strategy == "linear-search":
-        print(f"Going to execute at most {len(dim_values)+len(replicas)-1} subexperiments in total..")
+        print(f"Going to execute at most {len(dim_values)*len(replicas)} subexperiments in total..")
         experiment_config = ExperimentConfig(
             use_case=uc,
             dim_values=dim_values,