diff --git a/.gitignore b/.gitignore
index 92bbd5ad68c5a10fd64da04de6567255560a46e0..71305e60a1056e58f281da4c2ab397539b63ba52 100644
--- a/.gitignore
+++ b/.gitignore
@@ -32,4 +32,4 @@ tmp/
.venv
# Python cache files
-*.pyc
\ No newline at end of file
+*.pyc
diff --git a/execution/lib/trend_slope_computer.py b/execution/lib/trend_slope_computer.py
index 3c780b29432a67e99444179451a206e20c485188..294226c35c0038a01804f7f5e8eb3a1e53c79b79 100644
--- a/execution/lib/trend_slope_computer.py
+++ b/execution/lib/trend_slope_computer.py
@@ -15,6 +15,5 @@ def compute(directory, filename, warmup_sec, threshold):
Y_pred = linear_regressor.predict(X) # make predictions
trend_slope = linear_regressor.coef_[0][0]
- #print(linear_regressor.coef_)
return trend_slope
\ No newline at end of file
diff --git a/execution/strategies/strategies/domain_restriction/lower_bound_strategy.py b/execution/strategies/strategies/domain_restriction/lower_bound_strategy.py
index 1ebbf13ef75931e36fb8b62dde79011a406ed72a..b218731fc76d83347b4dbf10448f01615d378c0b 100644
--- a/execution/strategies/strategies/domain_restriction/lower_bound_strategy.py
+++ b/execution/strategies/strategies/domain_restriction/lower_bound_strategy.py
@@ -1,29 +1,4 @@
-# strats:
-# default: not end subexp when suitable instances found, increasing the number of instances with each iteration
-# H1 end subexp when suitable instances found, increasing the number of instances with each iteration.
-# H2 start with suitable instances from experiments for the last lower dim value -> outer loop over dim values, tracking suitable instances
-# H3 end subexp when suitable instances found, using binary search.
-
-# 3 Suchstrategien:
-# 1. H0 (Teste alle)
-# 2. H1 (Lineare Suche)
-# 3. H2 (Binäre Suche)
-
-# Optional: Einschränkung des Suchraumes:
-# 1. Keine Einschränkung
-# 2. Untere Schranke
-
-# Fragen: Erkläre vorgehen, verstehen wir dasselbe?
-# Zeithorizont?
-
-# linear regressor besprechen im lag_analysis.py skript
-
-# useful combinations
-
-# Zum Report:
-# Gegenüberstellung Suchstrategie & keine Suchstrategie (im Idealfall wdh. von Experimenten)
-
-
+# The lower bound strategy
def execute(config):
dim_value_index = 0
lower_bound_replicas_index = 0
diff --git a/execution/strategies/strategies/domain_restriction/no_lower_bound_strategy.py b/execution/strategies/strategies/domain_restriction/no_lower_bound_strategy.py
index 2da59681902009bab42043f0b29efcb4fea8d8f9..e5dea56118460b0dfdc6b1c36ce2587b6752512b 100644
--- a/execution/strategies/strategies/domain_restriction/no_lower_bound_strategy.py
+++ b/execution/strategies/strategies/domain_restriction/no_lower_bound_strategy.py
@@ -1,3 +1,4 @@
+# The strategy where the domain contains all amounts of instances
def execute(config):
dim_value_index = 0
subexperiment_counter = 0
diff --git a/execution/strategies/strategies/search/binary_search_strategy.py b/execution/strategies/strategies/search/binary_search_strategy.py
index 770a6c821679d62a5e1f5c0919708fc4bbb204cd..52992be5c2ee68523c064f4c1eb5fa273430511d 100644
--- a/execution/strategies/strategies/search/binary_search_strategy.py
+++ b/execution/strategies/strategies/search/binary_search_strategy.py
@@ -1,3 +1,4 @@
+# The binary search strategy
import os
from strategies.strategies.config import SubexperimentConfig
diff --git a/execution/strategies/strategies/search/check_all_strategy.py b/execution/strategies/strategies/search/check_all_strategy.py
index 3c8dc41f4e8ae36cbb6d7a9770cef735f608e9be..cd9f8e0b8c825267e3ae6c85e852c3da5b953686 100644
--- a/execution/strategies/strategies/search/check_all_strategy.py
+++ b/execution/strategies/strategies/search/check_all_strategy.py
@@ -1,5 +1,4 @@
-# Runs subexperiments for all numbers of replicas with an index > lower_replicas_bound_index
-
+# The check_all strategy
import os
from strategies.strategies.config import SubexperimentConfig
diff --git a/execution/strategies/strategies/search/linear_search_strategy.py b/execution/strategies/strategies/search/linear_search_strategy.py
index d6337d3d64ad1529f90b1bffe4ef92500ce11ef3..9471f685e1ad6eaec0bcb5d9e80c417b7ed5d413 100644
--- a/execution/strategies/strategies/search/linear_search_strategy.py
+++ b/execution/strategies/strategies/search/linear_search_strategy.py
@@ -1,4 +1,4 @@
-# Perform linear search to determine the lowest number of replicas which is suitable for the dimension value with an index > lower_replicas_bound_index
+# The linear-search strategy
import os
from strategies.strategies.config import SubexperimentConfig
diff --git a/execution/strategies/subexperiment_evaluation/noop_subexperiment_evaluator.py b/execution/strategies/subexperiment_evaluation/noop_subexperiment_evaluator.py
deleted file mode 100644
index 7c520fbe621bff1d94f2c065062bf9a38d02392c..0000000000000000000000000000000000000000
--- a/execution/strategies/subexperiment_evaluation/noop_subexperiment_evaluator.py
+++ /dev/null
@@ -1,2 +0,0 @@
-def execute(config):
- return
\ No newline at end of file
diff --git a/execution/theodolite.py b/execution/theodolite.py
index 2f45bb4051ebfa91d1238b6ae09325943bba24b3..b37d16913a130664a733d67a68f4761c303219fd 100755
--- a/execution/theodolite.py
+++ b/execution/theodolite.py
@@ -26,9 +26,9 @@ search_strategy=sys.argv[10] if len(sys.argv) >= 11 and (sys.argv[10] == "linear
print(f"Domain restriction of search space activated: {domain_restriction}")
print(f"Chosen search strategy: {search_strategy}")
-# use h3
+# domain restriction
if domain_restriction:
- # use h1 & h3
+ # 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..")
experiment_config = ExperimentConfig(
@@ -44,7 +44,7 @@ if domain_restriction:
search_strategy=linear_search_strategy,
subexperiment_executor=subexperiment_executor,
subexperiment_evaluator=subexperiment_evaluator)
- # use h2 & h3
+ # domain restriction + binary-search
elif search_strategy == "binary-search":
experiment_config = ExperimentConfig(
use_case=uc,
@@ -59,7 +59,7 @@ if domain_restriction:
search_strategy=binary_search_strategy,
subexperiment_executor=subexperiment_executor,
subexperiment_evaluator=subexperiment_evaluator)
- # use h0 & h3
+ # domain restriction + check_all
else:
print(f"Going to execute {len(dim_values)*len(replicas)} subexperiments in total..")
experiment_config = ExperimentConfig(
@@ -75,9 +75,9 @@ if domain_restriction:
search_strategy=check_all_strategy,
subexperiment_executor=subexperiment_executor,
subexperiment_evaluator=subexperiment_evaluator)
-# not use h3
+# no domain restriction
else:
- # use h1 & !h3
+ # 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..")
experiment_config = ExperimentConfig(
@@ -93,7 +93,7 @@ else:
search_strategy=linear_search_strategy,
subexperiment_executor=subexperiment_executor,
subexperiment_evaluator=subexperiment_evaluator)
- # use h2 & !h3
+ # no domain restriction + binary-search
elif search_strategy == "binary-search":
experiment_config = ExperimentConfig(
use_case=uc,
@@ -108,7 +108,7 @@ else:
search_strategy=binary_search_strategy,
subexperiment_executor=subexperiment_executor,
subexperiment_evaluator=subexperiment_evaluator)
- # use h0 & !h3
+ # no domain restriction + check_all
else:
print(f"Going to execute {len(dim_values)*len(replicas)} subexperiments in total..")
experiment_config = ExperimentConfig(