developping functions for other lesson learned validation, still debugging

experiment_automatization/can_be_reused/generate_really_tested_configurations_for_samsung.py

@@ -414,7 +414,7 @@ def substract_already_tested_configurations (number_of_combinaison = 40,
     print("--- Outpuf file = ", output_file_path)
 
 
-number_of_combinaison = 70
+number_of_combinaison = 60
 
 substract_already_tested_configurations (number_of_combinaison, 
     configuration_tested_summaries_folder= "/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version",

experiment_automatization/input_configurations_file.csv

 configurations,samsung galaxy format
-0303-3000,[0- 3- 0- 3- 3- 0- 0- 0]
-0010-0200,[0- 0- 1- 0- 0- 2- 0- 0]
-2220-1111,[2- 2- 2- 0- 1- 1- 1- 1]
-2220-0202,[2- 2- 2- 0- 0- 2- 0- 2]
-3333-3033,[3- 3- 3- 3- 3- 0- 3- 3]
+0300-1101,[0- 3- 0- 0- 1- 1- 0- 1]
+0000-3303,[0- 0- 0- 0- 3- 3- 0- 3]
+1101-0030,[1- 1- 0- 1- 0- 0- 3- 0]
+0010-0222,[0- 0- 1- 0- 0- 2- 2- 2]
+0003-0300,[0- 0- 0- 3- 0- 3- 0- 0]
+1101-2220,[1- 1- 0- 1- 2- 2- 2- 0]
+0202-0202,[0- 2- 0- 2- 0- 2- 0- 2]
+0020-3033,[0- 0- 2- 0- 3- 0- 3- 3]
+3030-2220,[3- 0- 3- 0- 2- 2- 2- 0]
+0333-0202,[0- 3- 3- 3- 0- 2- 0- 2]
+0303-2222,[0- 3- 0- 3- 2- 2- 2- 2]
+1101-0022,[1- 1- 0- 1- 0- 0- 2- 2]
+3003-2222,[3- 0- 0- 3- 2- 2- 2- 2]
+2220-0030,[2- 2- 2- 0- 0- 0- 3- 0]
+3030-0002,[3- 0- 3- 0- 0- 0- 0- 2]
+2222-0010,[2- 2- 2- 2- 0- 0- 1- 0]
+2220-1000,[2- 2- 2- 0- 1- 0- 0- 0]
+0010-3033,[0- 0- 1- 0- 3- 0- 3- 3]
+1010-0000,[1- 0- 1- 0- 0- 0- 0- 0]
+0001-0111,[0- 0- 0- 1- 0- 1- 1- 1]
+2002-1100,[2- 0- 0- 2- 1- 1- 0- 0]
+2202-0001,[2- 2- 0- 2- 0- 0- 0- 1]
+3333-2222,[3- 3- 3- 3- 2- 2- 2- 2]
+2222-0002,[2- 2- 2- 2- 0- 0- 0- 2]
+2002-3000,[2- 0- 0- 2- 3- 0- 0- 0]
+1011-0101,[1- 0- 1- 1- 0- 1- 0- 1]
+0100-0003,[0- 1- 0- 0- 0- 0- 0- 3]
+0002-3030,[0- 0- 0- 2- 3- 0- 3- 0]
+2222-0003,[2- 2- 2- 2- 0- 0- 0- 3]
+1101-3300,[1- 1- 0- 1- 3- 3- 0- 0]
+0000-0300,[0- 0- 0- 0- 0- 3- 0- 0]
+0111-0030,[0- 1- 1- 1- 0- 0- 3- 0]
+3033-2000,[3- 0- 3- 3- 2- 0- 0- 0]
+0010-0030,[0- 0- 1- 0- 0- 0- 3- 0]
+2200-0033,[2- 2- 0- 0- 0- 0- 3- 3]
+1010-1001,[1- 0- 1- 0- 1- 0- 0- 1]
 0202-0330,[0- 2- 0- 2- 0- 3- 3- 0]
-3303-0003,[3- 3- 0- 3- 0- 0- 0- 3]
-3003-3003,[3- 0- 0- 3- 3- 0- 0- 3]
-3330-3000,[3- 3- 3- 0- 3- 0- 0- 0]
-3300-0010,[3- 3- 0- 0- 0- 0- 1- 0]
-2020-2022,[2- 0- 2- 0- 2- 0- 2- 2]
-1011-3300,[1- 0- 1- 1- 3- 3- 0- 0]
-3003-0020,[3- 0- 0- 3- 0- 0- 2- 0]
-3333-0220,[3- 3- 3- 3- 0- 2- 2- 0]
-1010-0110,[1- 0- 1- 0- 0- 1- 1- 0]
-2200-0011,[2- 2- 0- 0- 0- 0- 1- 1]
-1100-0010,[1- 1- 0- 0- 0- 0- 1- 0]
-0101-1100,[0- 1- 0- 1- 1- 1- 0- 0]
-0001-3000,[0- 0- 0- 1- 3- 0- 0- 0]
-0010-2022,[0- 0- 1- 0- 2- 0- 2- 2]
-0010-3030,[0- 0- 1- 0- 3- 0- 3- 0]
-3030-0030,[3- 0- 3- 0- 0- 0- 3- 0]
-1000-3300,[1- 0- 0- 0- 3- 3- 0- 0]
-2220-0001,[2- 2- 2- 0- 0- 0- 0- 1]
-0202-0333,[0- 2- 0- 2- 0- 3- 3- 3]
-0330-3003,[0- 3- 3- 0- 3- 0- 0- 3]
-2202-0010,[2- 2- 0- 2- 0- 0- 1- 0]
-2000-0202,[2- 0- 0- 0- 0- 2- 0- 2]
-2220-0011,[2- 2- 2- 0- 0- 0- 1- 1]
-0111-0333,[0- 1- 1- 1- 0- 3- 3- 3]
-0002-3003,[0- 0- 0- 2- 3- 0- 0- 3]
-0300-1010,[0- 3- 0- 0- 1- 0- 1- 0]
-2000-2022,[2- 0- 0- 0- 2- 0- 2- 2]
-1000-0022,[1- 0- 0- 0- 0- 0- 2- 2]
-2000-2002,[2- 0- 0- 0- 2- 0- 0- 2]
-1111-0333,[1- 1- 1- 1- 0- 3- 3- 3]
-1111-0033,[1- 1- 1- 1- 0- 0- 3- 3]
-0033-1100,[0- 0- 3- 3- 1- 1- 0- 0]
-0111-1011,[0- 1- 1- 1- 1- 0- 1- 1]
-0030-2020,[0- 0- 3- 0- 2- 0- 2- 0]
-0333-2000,[0- 3- 3- 3- 2- 0- 0- 0]
-0002-0002,[0- 0- 0- 2- 0- 0- 0- 2]
-2022-0001,[2- 0- 2- 2- 0- 0- 0- 1]
-2222-0202,[2- 2- 2- 2- 0- 2- 0- 2]
+0110-0222,[0- 1- 1- 0- 0- 2- 2- 2]
+3303-3303,[3- 3- 0- 3- 3- 3- 0- 3]
+0001-2222,[0- 0- 0- 1- 2- 2- 2- 2]
+0200-1111,[0- 2- 0- 0- 1- 1- 1- 1]
+2020-0010,[2- 0- 2- 0- 0- 0- 1- 0]
 1111-2202,[1- 1- 1- 1- 2- 2- 0- 2]
-1101-3003,[1- 1- 0- 1- 3- 0- 0- 3]
-0000-1111,[0- 0- 0- 0- 1- 1- 1- 1]
-1011-2022,[1- 0- 1- 1- 2- 0- 2- 2]
-1000-0030,[1- 0- 0- 0- 0- 0- 3- 0]
-0101-3330,[0- 1- 0- 1- 3- 3- 3- 0]
-0333-2002,[0- 3- 3- 3- 2- 0- 0- 2]
-0300-3333,[0- 3- 0- 0- 3- 3- 3- 3]
-3030-0003,[3- 0- 3- 0- 0- 0- 0- 3]
-0222-0222,[0- 2- 2- 2- 0- 2- 2- 2]
-0030-3003,[0- 0- 3- 0- 3- 0- 0- 3]
-0020-1000,[0- 0- 2- 0- 1- 0- 0- 0]
-2202-3300,[2- 2- 0- 2- 3- 3- 0- 0]
-0020-2202,[0- 0- 2- 0- 2- 2- 0- 2]
-0202-3300,[0- 2- 0- 2- 3- 3- 0- 0]
-3333-0010,[3- 3- 3- 3- 0- 0- 1- 0]
-3303-3300,[3- 3- 0- 3- 3- 3- 0- 0]
-0002-3333,[0- 0- 0- 2- 3- 3- 3- 3]
-1010-3303,[1- 0- 1- 0- 3- 3- 0- 3]
-3330-0202,[3- 3- 3- 0- 0- 2- 0- 2]
-0100-2002,[0- 1- 0- 0- 2- 0- 0- 2]
-2202-0022,[2- 2- 0- 2- 0- 0- 2- 2]
-0110-2222,[0- 1- 1- 0- 2- 2- 2- 2]
-3330-2000,[3- 3- 3- 0- 2- 0- 0- 0]
-2002-0000,[2- 0- 0- 2- 0- 0- 0- 0]
-0020-0220,[0- 0- 2- 0- 0- 2- 2- 0]
+1011-2200,[1- 0- 1- 1- 2- 2- 0- 0]
+2002-2200,[2- 0- 0- 2- 2- 2- 0- 0]
+0010-0303,[0- 0- 1- 0- 0- 3- 0- 3]
+0333-0020,[0- 3- 3- 3- 0- 0- 2- 0]
+3030-2200,[3- 0- 3- 0- 2- 2- 0- 0]
+1000-1011,[1- 0- 0- 0- 1- 0- 1- 1]
+1011-0011,[1- 0- 1- 1- 0- 0- 1- 1]
+1001-0111,[1- 0- 0- 1- 0- 1- 1- 1]
+0001-2220,[0- 0- 0- 1- 2- 2- 2- 0]
+3033-0300,[3- 0- 3- 3- 0- 3- 0- 0]
+0200-0333,[0- 2- 0- 0- 0- 3- 3- 3]
+0303-3033,[0- 3- 0- 3- 3- 0- 3- 3]
+1110-0110,[1- 1- 1- 0- 0- 1- 1- 0]
+0101-1010,[0- 1- 0- 1- 1- 0- 1- 0]
+0110-3033,[0- 1- 1- 0- 3- 0- 3- 3]
+0222-1101,[0- 2- 2- 2- 1- 1- 0- 1]
+0000-0330,[0- 0- 0- 0- 0- 3- 3- 0]

experiment_automatization/input_configurations_file__finally_used.csv

-configurations,generic format,exact frequency,samsung galaxy format,exact frequencies
-0303-3000,[0- 3- 0- 3- 0- 0- 0- 0- 0- 3- 0- 0- 0],[0- 1690000- 0- 1690000- 0- 0- 0- 0- 0- 2314000- 0- 0- 0],[0- 3- 0- 3- 3- 0- 0- 0], [0- 1690000- 0- 1690000- 2314000- 0- 0- 0]
-0010-0200,[0- 0- 1- 0- 0- 0- 0- 0- 0- 0- 2- 0- 0],[0- 0- 598000- 0- 0- 0- 0- 0- 0- 0- 1469000- 0- 0],[0- 0- 1- 0- 0- 2- 0- 0], [0- 0- 598000- 0- 0- 1469000- 0- 0]
-2220-1111,[2- 2- 2- 0- 0- 0- 0- 0- 0- 1- 1- 1- 1],[1248000- 1248000- 1248000- 0- 0- 0- 0- 0- 0- 741000- 741000- 741000- 741000],[2- 2- 2- 0- 1- 1- 1- 1], [1248000- 1248000- 1248000- 0- 741000- 741000- 741000- 741000]
-2220-0202,[2- 2- 2- 0- 0- 0- 0- 0- 0- 0- 2- 0- 2],[1248000- 1248000- 1248000- 0- 0- 0- 0- 0- 0- 0- 1469000- 0- 1469000],[2- 2- 2- 0- 0- 2- 0- 2], [1248000- 1248000- 1248000- 0- 0- 1469000- 0- 1469000]
-3333-3033,[3- 3- 3- 3- 0- 0- 0- 0- 0- 3- 0- 3- 3],[1690000- 1690000- 1690000- 1690000- 0- 0- 0- 0- 0- 2314000- 0- 2314000- 2314000],[3- 3- 3- 3- 3- 0- 3- 3], [1690000- 1690000- 1690000- 1690000- 2314000- 0- 2314000- 2314000]
-0202-0330,[0- 2- 0- 2- 0- 0- 0- 0- 0- 0- 3- 3- 0],[0- 1248000- 0- 1248000- 0- 0- 0- 0- 0- 0- 2314000- 2314000- 0],[0- 2- 0- 2- 0- 3- 3- 0], [0- 1248000- 0- 1248000- 0- 2314000- 2314000- 0]
-3303-0003,[3- 3- 0- 3- 0- 0- 0- 0- 0- 0- 0- 0- 3],[1690000- 1690000- 0- 1690000- 0- 0- 0- 0- 0- 0- 0- 0- 2314000],[3- 3- 0- 3- 0- 0- 0- 3], [1690000- 1690000- 0- 1690000- 0- 0- 0- 2314000]
-3003-3003,[3- 0- 0- 3- 0- 0- 0- 0- 0- 3- 0- 0- 3],[1690000- 0- 0- 1690000- 0- 0- 0- 0- 0- 2314000- 0- 0- 2314000],[3- 0- 0- 3- 3- 0- 0- 3], [1690000- 0- 0- 1690000- 2314000- 0- 0- 2314000]
-3330-3000,[3- 3- 3- 0- 0- 0- 0- 0- 0- 3- 0- 0- 0],[1690000- 1690000- 1690000- 0- 0- 0- 0- 0- 0- 2314000- 0- 0- 0],[3- 3- 3- 0- 3- 0- 0- 0], [1690000- 1690000- 1690000- 0- 2314000- 0- 0- 0]
-3300-0010,[3- 3- 0- 0- 0- 0- 0- 0- 0- 0- 0- 1- 0],[1690000- 1690000- 0- 0- 0- 0- 0- 0- 0- 0- 0- 741000- 0],[3- 3- 0- 0- 0- 0- 1- 0], [1690000- 1690000- 0- 0- 0- 0- 741000- 0]
-2020-2022,[2- 0- 2- 0- 0- 0- 0- 0- 0- 2- 0- 2- 2],[1248000- 0- 1248000- 0- 0- 0- 0- 0- 0- 1469000- 0- 1469000- 1469000],[2- 0- 2- 0- 2- 0- 2- 2], [1248000- 0- 1248000- 0- 1469000- 0- 1469000- 1469000]
-1011-3300,[1- 0- 1- 1- 0- 0- 0- 0- 0- 3- 3- 0- 0],[598000- 0- 598000- 598000- 0- 0- 0- 0- 0- 2314000- 2314000- 0- 0],[1- 0- 1- 1- 3- 3- 0- 0], [598000- 0- 598000- 598000- 2314000- 2314000- 0- 0]
-3003-0020,[3- 0- 0- 3- 0- 0- 0- 0- 0- 0- 0- 2- 0],[1690000- 0- 0- 1690000- 0- 0- 0- 0- 0- 0- 0- 1469000- 0],[3- 0- 0- 3- 0- 0- 2- 0], [1690000- 0- 0- 1690000- 0- 0- 1469000- 0]
-3333-0220,[3- 3- 3- 3- 0- 0- 0- 0- 0- 0- 2- 2- 0],[1690000- 1690000- 1690000- 1690000- 0- 0- 0- 0- 0- 0- 1469000- 1469000- 0],[3- 3- 3- 3- 0- 2- 2- 0], [1690000- 1690000- 1690000- 1690000- 0- 1469000- 1469000- 0]
-1010-0110,[1- 0- 1- 0- 0- 0- 0- 0- 0- 0- 1- 1- 0],[598000- 0- 598000- 0- 0- 0- 0- 0- 0- 0- 741000- 741000- 0],[1- 0- 1- 0- 0- 1- 1- 0], [598000- 0- 598000- 0- 0- 741000- 741000- 0]
-2200-0011,[2- 2- 0- 0- 0- 0- 0- 0- 0- 0- 0- 1- 1],[1248000- 1248000- 0- 0- 0- 0- 0- 0- 0- 0- 0- 741000- 741000],[2- 2- 0- 0- 0- 0- 1- 1], [1248000- 1248000- 0- 0- 0- 0- 741000- 741000]
-1100-0010,[1- 1- 0- 0- 0- 0- 0- 0- 0- 0- 0- 1- 0],[598000- 598000- 0- 0- 0- 0- 0- 0- 0- 0- 0- 741000- 0],[1- 1- 0- 0- 0- 0- 1- 0], [598000- 598000- 0- 0- 0- 0- 741000- 0]
-0101-1100,[0- 1- 0- 1- 0- 0- 0- 0- 0- 1- 1- 0- 0],[0- 598000- 0- 598000- 0- 0- 0- 0- 0- 741000- 741000- 0- 0],[0- 1- 0- 1- 1- 1- 0- 0], [0- 598000- 0- 598000- 741000- 741000- 0- 0]
-0001-3000,[0- 0- 0- 1- 0- 0- 0- 0- 0- 3- 0- 0- 0],[0- 0- 0- 598000- 0- 0- 0- 0- 0- 2314000- 0- 0- 0],[0- 0- 0- 1- 3- 0- 0- 0], [0- 0- 0- 598000- 2314000- 0- 0- 0]
-0010-2022,[0- 0- 1- 0- 0- 0- 0- 0- 0- 2- 0- 2- 2],[0- 0- 598000- 0- 0- 0- 0- 0- 0- 1469000- 0- 1469000- 1469000],[0- 0- 1- 0- 2- 0- 2- 2], [0- 0- 598000- 0- 1469000- 0- 1469000- 1469000]
-0010-3030,[0- 0- 1- 0- 0- 0- 0- 0- 0- 3- 0- 3- 0],[0- 0- 598000- 0- 0- 0- 0- 0- 0- 2314000- 0- 2314000- 0],[0- 0- 1- 0- 3- 0- 3- 0], [0- 0- 598000- 0- 2314000- 0- 2314000- 0]
-3030-0030,[3- 0- 3- 0- 0- 0- 0- 0- 0- 0- 0- 3- 0],[1690000- 0- 1690000- 0- 0- 0- 0- 0- 0- 0- 0- 2314000- 0],[3- 0- 3- 0- 0- 0- 3- 0], [1690000- 0- 1690000- 0- 0- 0- 2314000- 0]
-1000-3300,[1- 0- 0- 0- 0- 0- 0- 0- 0- 3- 3- 0- 0],[598000- 0- 0- 0- 0- 0- 0- 0- 0- 2314000- 2314000- 0- 0],[1- 0- 0- 0- 3- 3- 0- 0], [598000- 0- 0- 0- 2314000- 2314000- 0- 0]
-2220-0001,[2- 2- 2- 0- 0- 0- 0- 0- 0- 0- 0- 0- 1],[1248000- 1248000- 1248000- 0- 0- 0- 0- 0- 0- 0- 0- 0- 741000],[2- 2- 2- 0- 0- 0- 0- 1], [1248000- 1248000- 1248000- 0- 0- 0- 0- 741000]
-0202-0333,[0- 2- 0- 2- 0- 0- 0- 0- 0- 0- 3- 3- 3],[0- 1248000- 0- 1248000- 0- 0- 0- 0- 0- 0- 2314000- 2314000- 2314000],[0- 2- 0- 2- 0- 3- 3- 3], [0- 1248000- 0- 1248000- 0- 2314000- 2314000- 2314000]
-0330-3003,[0- 3- 3- 0- 0- 0- 0- 0- 0- 3- 0- 0- 3],[0- 1690000- 1690000- 0- 0- 0- 0- 0- 0- 2314000- 0- 0- 2314000],[0- 3- 3- 0- 3- 0- 0- 3], [0- 1690000- 1690000- 0- 2314000- 0- 0- 2314000]
-2202-0010,[2- 2- 0- 2- 0- 0- 0- 0- 0- 0- 0- 1- 0],[1248000- 1248000- 0- 1248000- 0- 0- 0- 0- 0- 0- 0- 741000- 0],[2- 2- 0- 2- 0- 0- 1- 0], [1248000- 1248000- 0- 1248000- 0- 0- 741000- 0]
-2000-0202,[2- 0- 0- 0- 0- 0- 0- 0- 0- 0- 2- 0- 2],[1248000- 0- 0- 0- 0- 0- 0- 0- 0- 0- 1469000- 0- 1469000],[2- 0- 0- 0- 0- 2- 0- 2], [1248000- 0- 0- 0- 0- 1469000- 0- 1469000]
-2220-0011,[2- 2- 2- 0- 0- 0- 0- 0- 0- 0- 0- 1- 1],[1248000- 1248000- 1248000- 0- 0- 0- 0- 0- 0- 0- 0- 741000- 741000],[2- 2- 2- 0- 0- 0- 1- 1], [1248000- 1248000- 1248000- 0- 0- 0- 741000- 741000]
-0111-0333,[0- 1- 1- 1- 0- 0- 0- 0- 0- 0- 3- 3- 3],[0- 598000- 598000- 598000- 0- 0- 0- 0- 0- 0- 2314000- 2314000- 2314000],[0- 1- 1- 1- 0- 3- 3- 3], [0- 598000- 598000- 598000- 0- 2314000- 2314000- 2314000]
-0002-3003,[0- 0- 0- 2- 0- 0- 0- 0- 0- 3- 0- 0- 3],[0- 0- 0- 1248000- 0- 0- 0- 0- 0- 2314000- 0- 0- 2314000],[0- 0- 0- 2- 3- 0- 0- 3], [0- 0- 0- 1248000- 2314000- 0- 0- 2314000]
-0300-1010,[0- 3- 0- 0- 0- 0- 0- 0- 0- 1- 0- 1- 0],[0- 1690000- 0- 0- 0- 0- 0- 0- 0- 741000- 0- 741000- 0],[0- 3- 0- 0- 1- 0- 1- 0], [0- 1690000- 0- 0- 741000- 0- 741000- 0]
-2000-2022,[2- 0- 0- 0- 0- 0- 0- 0- 0- 2- 0- 2- 2],[1248000- 0- 0- 0- 0- 0- 0- 0- 0- 1469000- 0- 1469000- 1469000],[2- 0- 0- 0- 2- 0- 2- 2], [1248000- 0- 0- 0- 1469000- 0- 1469000- 1469000]
-1000-0022,[1- 0- 0- 0- 0- 0- 0- 0- 0- 0- 0- 2- 2],[598000- 0- 0- 0- 0- 0- 0- 0- 0- 0- 0- 1469000- 1469000],[1- 0- 0- 0- 0- 0- 2- 2], [598000- 0- 0- 0- 0- 0- 1469000- 1469000]
-2000-2002,[2- 0- 0- 0- 0- 0- 0- 0- 0- 2- 0- 0- 2],[1248000- 0- 0- 0- 0- 0- 0- 0- 0- 1469000- 0- 0- 1469000],[2- 0- 0- 0- 2- 0- 0- 2], [1248000- 0- 0- 0- 1469000- 0- 0- 1469000]
-1111-0333,[1- 1- 1- 1- 0- 0- 0- 0- 0- 0- 3- 3- 3],[598000- 598000- 598000- 598000- 0- 0- 0- 0- 0- 0- 2314000- 2314000- 2314000],[1- 1- 1- 1- 0- 3- 3- 3], [598000- 598000- 598000- 598000- 0- 2314000- 2314000- 2314000]
-1111-0033,[1- 1- 1- 1- 0- 0- 0- 0- 0- 0- 0- 3- 3],[598000- 598000- 598000- 598000- 0- 0- 0- 0- 0- 0- 0- 2314000- 2314000],[1- 1- 1- 1- 0- 0- 3- 3], [598000- 598000- 598000- 598000- 0- 0- 2314000- 2314000]
-0033-1100,[0- 0- 3- 3- 0- 0- 0- 0- 0- 1- 1- 0- 0],[0- 0- 1690000- 1690000- 0- 0- 0- 0- 0- 741000- 741000- 0- 0],[0- 0- 3- 3- 1- 1- 0- 0], [0- 0- 1690000- 1690000- 741000- 741000- 0- 0]
-0111-1011,[0- 1- 1- 1- 0- 0- 0- 0- 0- 1- 0- 1- 1],[0- 598000- 598000- 598000- 0- 0- 0- 0- 0- 741000- 0- 741000- 741000],[0- 1- 1- 1- 1- 0- 1- 1], [0- 598000- 598000- 598000- 741000- 0- 741000- 741000]
-0030-2020,[0- 0- 3- 0- 0- 0- 0- 0- 0- 2- 0- 2- 0],[0- 0- 1690000- 0- 0- 0- 0- 0- 0- 1469000- 0- 1469000- 0],[0- 0- 3- 0- 2- 0- 2- 0], [0- 0- 1690000- 0- 1469000- 0- 1469000- 0]
-0333-2000,[0- 3- 3- 3- 0- 0- 0- 0- 0- 2- 0- 0- 0],[0- 1690000- 1690000- 1690000- 0- 0- 0- 0- 0- 1469000- 0- 0- 0],[0- 3- 3- 3- 2- 0- 0- 0], [0- 1690000- 1690000- 1690000- 1469000- 0- 0- 0]
-0002-0002,[0- 0- 0- 2- 0- 0- 0- 0- 0- 0- 0- 0- 2],[0- 0- 0- 1248000- 0- 0- 0- 0- 0- 0- 0- 0- 1469000],[0- 0- 0- 2- 0- 0- 0- 2], [0- 0- 0- 1248000- 0- 0- 0- 1469000]
-2022-0001,[2- 0- 2- 2- 0- 0- 0- 0- 0- 0- 0- 0- 1],[1248000- 0- 1248000- 1248000- 0- 0- 0- 0- 0- 0- 0- 0- 741000],[2- 0- 2- 2- 0- 0- 0- 1], [1248000- 0- 1248000- 1248000- 0- 0- 0- 741000]
-2222-0202,[2- 2- 2- 2- 0- 0- 0- 0- 0- 0- 2- 0- 2],[1248000- 1248000- 1248000- 1248000- 0- 0- 0- 0- 0- 0- 1469000- 0- 1469000],[2- 2- 2- 2- 0- 2- 0- 2], [1248000- 1248000- 1248000- 1248000- 0- 1469000- 0- 1469000]
-1111-2202,[1- 1- 1- 1- 0- 0- 0- 0- 0- 2- 2- 0- 2],[598000- 598000- 598000- 598000- 0- 0- 0- 0- 0- 1469000- 1469000- 0- 1469000],[1- 1- 1- 1- 2- 2- 0- 2], [598000- 598000- 598000- 598000- 1469000- 1469000- 0- 1469000]
-1101-3003,[1- 1- 0- 1- 0- 0- 0- 0- 0- 3- 0- 0- 3],[598000- 598000- 0- 598000- 0- 0- 0- 0- 0- 2314000- 0- 0- 2314000],[1- 1- 0- 1- 3- 0- 0- 3], [598000- 598000- 0- 598000- 2314000- 0- 0- 2314000]
-0000-1111,[0- 0- 0- 0- 0- 0- 0- 0- 0- 1- 1- 1- 1],[0- 0- 0- 0- 0- 0- 0- 0- 0- 741000- 741000- 741000- 741000],[0- 0- 0- 0- 1- 1- 1- 1], [0- 0- 0- 0- 741000- 741000- 741000- 741000]
-1011-2022,[1- 0- 1- 1- 0- 0- 0- 0- 0- 2- 0- 2- 2],[598000- 0- 598000- 598000- 0- 0- 0- 0- 0- 1469000- 0- 1469000- 1469000],[1- 0- 1- 1- 2- 0- 2- 2], [598000- 0- 598000- 598000- 1469000- 0- 1469000- 1469000]
-1000-0030,[1- 0- 0- 0- 0- 0- 0- 0- 0- 0- 0- 3- 0],[598000- 0- 0- 0- 0- 0- 0- 0- 0- 0- 0- 2314000- 0],[1- 0- 0- 0- 0- 0- 3- 0], [598000- 0- 0- 0- 0- 0- 2314000- 0]
-0101-3330,[0- 1- 0- 1- 0- 0- 0- 0- 0- 3- 3- 3- 0],[0- 598000- 0- 598000- 0- 0- 0- 0- 0- 2314000- 2314000- 2314000- 0],[0- 1- 0- 1- 3- 3- 3- 0], [0- 598000- 0- 598000- 2314000- 2314000- 2314000- 0]
-0333-2002,[0- 3- 3- 3- 0- 0- 0- 0- 0- 2- 0- 0- 2],[0- 1690000- 1690000- 1690000- 0- 0- 0- 0- 0- 1469000- 0- 0- 1469000],[0- 3- 3- 3- 2- 0- 0- 2], [0- 1690000- 1690000- 1690000- 1469000- 0- 0- 1469000]
-0300-3333,[0- 3- 0- 0- 0- 0- 0- 0- 0- 3- 3- 3- 3],[0- 1690000- 0- 0- 0- 0- 0- 0- 0- 2314000- 2314000- 2314000- 2314000],[0- 3- 0- 0- 3- 3- 3- 3], [0- 1690000- 0- 0- 2314000- 2314000- 2314000- 2314000]
-3030-0003,[3- 0- 3- 0- 0- 0- 0- 0- 0- 0- 0- 0- 3],[1690000- 0- 1690000- 0- 0- 0- 0- 0- 0- 0- 0- 0- 2314000],[3- 0- 3- 0- 0- 0- 0- 3], [1690000- 0- 1690000- 0- 0- 0- 0- 2314000]
-0222-0222,[0- 2- 2- 2- 0- 0- 0- 0- 0- 0- 2- 2- 2],[0- 1248000- 1248000- 1248000- 0- 0- 0- 0- 0- 0- 1469000- 1469000- 1469000],[0- 2- 2- 2- 0- 2- 2- 2], [0- 1248000- 1248000- 1248000- 0- 1469000- 1469000- 1469000]
-0030-3003,[0- 0- 3- 0- 0- 0- 0- 0- 0- 3- 0- 0- 3],[0- 0- 1690000- 0- 0- 0- 0- 0- 0- 2314000- 0- 0- 2314000],[0- 0- 3- 0- 3- 0- 0- 3], [0- 0- 1690000- 0- 2314000- 0- 0- 2314000]
-0020-1000,[0- 0- 2- 0- 0- 0- 0- 0- 0- 1- 0- 0- 0],[0- 0- 1248000- 0- 0- 0- 0- 0- 0- 741000- 0- 0- 0],[0- 0- 2- 0- 1- 0- 0- 0], [0- 0- 1248000- 0- 741000- 0- 0- 0]
-2202-3300,[2- 2- 0- 2- 0- 0- 0- 0- 0- 3- 3- 0- 0],[1248000- 1248000- 0- 1248000- 0- 0- 0- 0- 0- 2314000- 2314000- 0- 0],[2- 2- 0- 2- 3- 3- 0- 0], [1248000- 1248000- 0- 1248000- 2314000- 2314000- 0- 0]
-0020-2202,[0- 0- 2- 0- 0- 0- 0- 0- 0- 2- 2- 0- 2],[0- 0- 1248000- 0- 0- 0- 0- 0- 0- 1469000- 1469000- 0- 1469000],[0- 0- 2- 0- 2- 2- 0- 2], [0- 0- 1248000- 0- 1469000- 1469000- 0- 1469000]
-0202-3300,[0- 2- 0- 2- 0- 0- 0- 0- 0- 3- 3- 0- 0],[0- 1248000- 0- 1248000- 0- 0- 0- 0- 0- 2314000- 2314000- 0- 0],[0- 2- 0- 2- 3- 3- 0- 0], [0- 1248000- 0- 1248000- 2314000- 2314000- 0- 0]
-3333-0010,[3- 3- 3- 3- 0- 0- 0- 0- 0- 0- 0- 1- 0],[1690000- 1690000- 1690000- 1690000- 0- 0- 0- 0- 0- 0- 0- 741000- 0],[3- 3- 3- 3- 0- 0- 1- 0], [1690000- 1690000- 1690000- 1690000- 0- 0- 741000- 0]
-3303-3300,[3- 3- 0- 3- 0- 0- 0- 0- 0- 3- 3- 0- 0],[1690000- 1690000- 0- 1690000- 0- 0- 0- 0- 0- 2314000- 2314000- 0- 0],[3- 3- 0- 3- 3- 3- 0- 0], [1690000- 1690000- 0- 1690000- 2314000- 2314000- 0- 0]
-0002-3333,[0- 0- 0- 2- 0- 0- 0- 0- 0- 3- 3- 3- 3],[0- 0- 0- 1248000- 0- 0- 0- 0- 0- 2314000- 2314000- 2314000- 2314000],[0- 0- 0- 2- 3- 3- 3- 3], [0- 0- 0- 1248000- 2314000- 2314000- 2314000- 2314000]
-1010-3303,[1- 0- 1- 0- 0- 0- 0- 0- 0- 3- 3- 0- 3],[598000- 0- 598000- 0- 0- 0- 0- 0- 0- 2314000- 2314000- 0- 2314000],[1- 0- 1- 0- 3- 3- 0- 3], [598000- 0- 598000- 0- 2314000- 2314000- 0- 2314000]
-3330-0202,[3- 3- 3- 0- 0- 0- 0- 0- 0- 0- 2- 0- 2],[1690000- 1690000- 1690000- 0- 0- 0- 0- 0- 0- 0- 1469000- 0- 1469000],[3- 3- 3- 0- 0- 2- 0- 2], [1690000- 1690000- 1690000- 0- 0- 1469000- 0- 1469000]
-0100-2002,[0- 1- 0- 0- 0- 0- 0- 0- 0- 2- 0- 0- 2],[0- 598000- 0- 0- 0- 0- 0- 0- 0- 1469000- 0- 0- 1469000],[0- 1- 0- 0- 2- 0- 0- 2], [0- 598000- 0- 0- 1469000- 0- 0- 1469000]
-2202-0022,[2- 2- 0- 2- 0- 0- 0- 0- 0- 0- 0- 2- 2],[1248000- 1248000- 0- 1248000- 0- 0- 0- 0- 0- 0- 0- 1469000- 1469000],[2- 2- 0- 2- 0- 0- 2- 2], [1248000- 1248000- 0- 1248000- 0- 0- 1469000- 1469000]
-0110-2222,[0- 1- 1- 0- 0- 0- 0- 0- 0- 2- 2- 2- 2],[0- 598000- 598000- 0- 0- 0- 0- 0- 0- 1469000- 1469000- 1469000- 1469000],[0- 1- 1- 0- 2- 2- 2- 2], [0- 598000- 598000- 0- 1469000- 1469000- 1469000- 1469000]
-3330-2000,[3- 3- 3- 0- 0- 0- 0- 0- 0- 2- 0- 0- 0],[1690000- 1690000- 1690000- 0- 0- 0- 0- 0- 0- 1469000- 0- 0- 0],[3- 3- 3- 0- 2- 0- 0- 0], [1690000- 1690000- 1690000- 0- 1469000- 0- 0- 0]
-2002-0000,[2- 0- 0- 2- 0- 0- 0- 0- 0- 0- 0- 0- 0],[1248000- 0- 0- 1248000- 0- 0- 0- 0- 0- 0- 0- 0- 0],[2- 0- 0- 2- 0- 0- 0- 0], [1248000- 0- 0- 1248000- 0- 0- 0- 0]
-0020-0220,[0- 0- 2- 0- 0- 0- 0- 0- 0- 0- 2- 2- 0],[0- 0- 1248000- 0- 0- 0- 0- 0- 0- 0- 1469000- 1469000- 0],[0- 0- 2- 0- 0- 2- 2- 0], [0- 0- 1248000- 0- 0- 1469000- 1469000- 0]

kernel_ridge_linear_model/lesson_learned_validation_code.py

@@ -32,10 +32,133 @@ def compute_score_and_accepted_transitions(expected_efficiency_behavior, variati
             accepted_transitions = accepted_transitions +  transition_as_string + "["+ repr(variation*1E-9)+  "]; "
         elif(variation > 0):
             rejected_transitions = rejected_transitions + transition_as_string + "["+ repr(variation*1E-9)+  "]; "
-
     return score, accepted_transitions, rejected_transitions
 
 
+def validate__scheduling_thread_on_core_i_when_condition_on_socket_frequency(core_number, socket_type, frequency_levels,conn,expected_efficiency_behavior ):
+    # test if we schedule thread on core "core_number"
+    # if the socket "socket_type" has the frequency "frequency_levels", frequency levels should be  delimited with the key word "or" !!!! 
+    suitable_contraindication_or_neutral = "suitable - efficiency should increase" if expected_efficiency_behavior == "increases" else "contraindicated -  efficiency should decrease" if expected_efficiency_behavior == "decreases" else "neutral - efficiency should be stable" 
+    chipset_state = socket_type + " socket frequency is " + frequency_levels 
+    
+    validation_score = "NULL" #(Validated - or Not Validated  [Score%])
+    score = 0 # from 0 to 100
+    accepted_transitions = ""
+    rejected_transitions = "" 
+    
+    nomber_of_cases = 0
+    all_frequency_levels = [level.strip() for level in frequency_levels.split("or")] 
+    score_variation = 100 / len(all_frequency_levels)  # to modify
+
+    if socket_type == "little":
+        socket_state_table_column_name = "little_socket_frequency" 
+        level_to_int_dictionnary = {"low": 0, "medium": 1, "high": 2}
+    elif socket_type == "medium":
+        socket_state_table_column_name = "core_6_state_freq_level"
+        level_to_int_dictionnary = {"low": 1, "medium": 2, "high": 3}
+    elif socket_type == "big":
+        socket_state_table_column_name = "core_7_state_freq_level"
+        level_to_int_dictionnary = {"low": 1, "medium": 3, "high": 3}
+
+
+    for level in all_frequency_levels:
+        number_of_cases = number_of_cases + 1
+        lesson_learned_description = ''' 
+            Lesson learne: scheduling thread on core ''' + str(i) + ''' 
+            part '''+ str(number_of_cases) + ''' :  '''  + socket_type + ''' frequency level is '''+ level +'''
+            energy efficiency should increase
+        '''
+
+    
+        command = '''
+        SELECT
+            avg(configuration_description_measurements_''' + socket_type + '''_socket_freq_''' + level + '''_core_''' + str(i) + '''_OFF.energy_efficiency),
+            avg(configuration_description_measurements_''' + socket_type + '''_socket_freq_''' + level + '''_core_''' + str(i) + '''_ON.energy_efficiency)
+        FROM
+            /*initial values*/     
+            (SELECT
+                configuration_measurements.energy_efficiency,
+                configuration_description_''' + socket_type + '''_socket_freq_''' + level + '''_core_''' + str(i) + '''_OFF.configuration_id,
+                configuration_description_''' + socket_type + '''_socket_freq_''' + level + '''_core_''' + str(i) + '''_OFF.core_''' + str(i) + '''_state,
+                configuration_description_''' + socket_type + '''_socket_freq_''' + level + '''_core_''' + str(i) + '''_OFF.''' + socket_state_table_column_name + '''
+            FROM
+                    (SELECT
+                        configuration_description_''' + socket_type + '''_socket_freq_'''+ level+ '''.configuration_id,
+                        configuration_description_''' + socket_type + '''_socket_freq_'''+ level+ '''.core_''' + str(i) + '''_state,
+                        configuration_description_''' + socket_type + '''_socket_freq_'''+ level+ '''.''' + socket_state_table_column_name + '''
+                    FROM
+                        (SELECT
+                            configuration_description__google_pixel_4a_5g.configuration_id,
+                            configuration_description__google_pixel_4a_5g.core_''' + str(i) + '''_state_freq_level,
+                            configuration_description__google_pixel_4a_5g.''' + socket_state_table_column_name + '''
+                        FROM
+                            configuration_description__google_pixel_4a_5g
+                        WHERE
+                            configuration_description__google_pixel_4a_5g.''' + socket_state_table_column_name + '''== ''' + level_to_int_dictionnary[level] +''' ) /* see if we can reduce this */  
+                        AS configuration_description_''' + socket_type + '''_socket_freq_'''+ level+ '''
+                    WHERE
+                        configuration_description_''' + socket_type + '''_socket_freq_''' + level + '''.core_''' + str(i) + '''_state == 0) 
+                    AS  configuration_description_''' + socket_type + '''_socket_freq_''' + level + '''_core_''' + str(i) + '''_OFF
+            INNER JOIN 
+                    configuration_measurements 
+            USING(configuration_id))  
+            AS configuration_description_measurements_''' + socket_type + '''_socket_freq_''' + level + '''_core_''' + str(i) + '''_OFF, 
+            
+
+
+            /*end values*/     
+            (SELECT
+                configuration_measurements.energy_efficiency,
+                configuration_description_''' + socket_type + '''_socket_freq_''' + level + '''_core_''' + str(i) + '''_ON.configuration_id,
+                configuration_description_''' + socket_type + '''_socket_freq_''' + level + '''_core_''' + str(i) + '''_ON.core_''' + str(i) + '''_state,
+                configuration_description_''' + socket_type + '''_socket_freq_''' + level + '''_core_''' + str(i) + '''_ON.''' + socket_state_table_column_name + '''
+            FROM
+                    (SELECT
+                        configuration_description_''' + socket_type + '''_socket_freq_'''+ level+ '''.configuration_id,
+                        configuration_description_''' + socket_type + '''_socket_freq_'''+ level+ '''.core_''' + str(i) + '''_state,
+                        configuration_description_''' + socket_type + '''_socket_freq_'''+ level+ '''.''' + socket_state_table_column_name + '''
+                    FROM
+                        (SELECT
+                            configuration_description__google_pixel_4a_5g.configuration_id,
+                            configuration_description__google_pixel_4a_5g.core_''' + str(i) + '''_state_freq_level,
+                            configuration_description__google_pixel_4a_5g.''' + socket_state_table_column_name + '''
+                        FROM
+                            configuration_description__google_pixel_4a_5g
+                        WHERE
+                            configuration_description__google_pixel_4a_5g.''' + socket_state_table_column_name + '''== ''' + level_to_int_dictionnary[level] +''' ) /* see if we can reduce this */  
+                        AS configuration_description_''' + socket_type + '''_socket_freq_'''+ level+ '''
+                    WHERE
+                        configuration_description_''' + socket_type + '''_socket_freq_''' + level + '''.core_''' + str(i) + '''_state == 1) 
+                    AS  configuration_description_''' + socket_type + '''_socket_freq_''' + level + '''_core_''' + str(i) + '''_OON
+            INNER JOIN 
+                    configuration_measurements 
+            USING(configuration_id))  
+            AS configuration_description_measurements_''' + socket_type + '''_socket_freq_''' + level + '''_core_''' + str(i) + '''_ON; '''
+
+
+
+        cursor = conn.execute(command)
+        print (lesson_learned_description)
+        variation = 0
+        for row in cursor:
+            print("before = ", row[0])
+            print("after = ", row[1])
+            print("variation ", row[1] - row[0])
+            variation =  row[1] - row[0]
+
+        score, accepted_transitions, rejected_transitions = compute_score_and_accepted_transitions(expected_efficiency_behavior, variation, "0 -> 1" , score_variation,
+                                                                             score, accepted_transitions, rejected_transitions)
+    
+    
+    validation_score = str(score) + " %" 
+    # variable to increase, chipset state,  suitable-contraindicated-or-neutral, validation score, [accepted transition(s)], [rejected transition(s)]   
+    return variable_to_increase + "," + chipset_state + "," + suitable_contraindication_or_neutral + ","  + \
+                    validation_score + "," + accepted_transitions + "," + rejected_transitions
+
+    # next to test like this
+
+
+
 
 
 

kernel_ridge_linear_model/log_file_processing_data_bases.txt

@@ -371,6 +371,294 @@ before =  14301550940.241348
 after =  13735058668.111805
 variation  -566492272.1295433
  
+        Lesson learne: scheduling thread on core 7 
+        part 1 : core_0_state = 0
+        energy efficiency should increase
+    
+before =  10409159581.332928
+after =  13101155261.987251
+variation  2691995680.6543236
+ 
+        Lesson learne: core 7 frequency transition is 1->2
+        part 2 : core_0_state = 0
+        energy efficiency should increase
+    
+before =  13101155261.987288
+after =  13490787615.318268
+variation  389632353.3309803
+ 
+        Lesson learne: core 7 frequency transition is 2->3
+        part 3 : core_0_state = 0
+        energy efficiency should increase
+    
+before =  13490787615.31829
+after =  12980409087.894838
+variation  -510378527.4234524
+ 
+        Lesson learne: scheduling thread on core 7 
+        part 4 : core_0_state = 1
+        energy efficiency should increase
+    
+before =  11291442541.312965
+after =  13770135129.564905
+variation  2478692588.25194
+ 
+        Lesson learne: core 7 frequency transition is 1->2
+        part 5 : core_0_state = 1
+        energy efficiency should increase
+    
+before =  13770135129.564907
+after =  13681051511.768066
+variation  -89083617.79684067
+ 
+        Lesson learne: core 7 frequency transition is 2->3
+        part 6 : core_0_state = 1
+        energy efficiency should increase
+    
+before =  13681051511.768015
+after =  13447194332.637518
+variation  -233857179.13049698
+ 
+        Lesson learne: scheduling thread on core 7 
+        part 1 : core_1_state = 0
+        energy efficiency should increase
+    
+before =  10243541383.923275
+after =  13005788150.488625
+variation  2762246766.5653496
+ 
+        Lesson learne: core 7 frequency transition is 1->2
+        part 2 : core_1_state = 0
+        energy efficiency should increase
+    
+before =  13005788150.488737
+after =  13343078644.751446
+variation  337290494.26270866
+ 
+        Lesson learne: core 7 frequency transition is 2->3
+        part 3 : core_1_state = 0
+        energy efficiency should increase
+    
+before =  13343078644.751411
+after =  13020885062.499418
+variation  -322193582.2519932
+ 
+        Lesson learne: scheduling thread on core 7 
+        part 4 : core_1_state = 1
+        energy efficiency should increase
+    
+before =  11463950578.167278
+after =  13847971722.816076
+variation  2384021144.648798
+ 
+        Lesson learne: core 7 frequency transition is 1->2
+        part 5 : core_1_state = 1
+        energy efficiency should increase
+    
+before =  13847971722.816015
+after =  13762890265.730713
+variation  -85081457.08530235
+ 
+        Lesson learne: core 7 frequency transition is 2->3
+        part 6 : core_1_state = 1
+        energy efficiency should increase
+    
+before =  13762890265.730728
+after =  13404021916.212477
+variation  -358868349.5182514
+ 
+        Lesson learne: scheduling thread on core 7 
+        part 1 : core_2_state = 0
+        energy efficiency should increase
+    
+before =  9972898421.460493
+after =  12841054094.611639
+variation  2868155673.151146
+ 
+        Lesson learne: core 7 frequency transition is 1->2
+        part 2 : core_2_state = 0
+        energy efficiency should increase
+    
+before =  12841054094.611633
+after =  13217149805.175264
+variation  376095710.56363106
+ 
+        Lesson learne: core 7 frequency transition is 2->3
+        part 3 : core_2_state = 0
+        energy efficiency should increase
+    
+before =  13217149805.17531
+after =  12913646676.13677
+variation  -303503129.0385399
+ 
+        Lesson learne: scheduling thread on core 7 
+        part 4 : core_2_state = 1
+        energy efficiency should increase
+    
+before =  11754280398.904362
+after =  13923528125.709408
+variation  2169247726.805046
+ 
+        Lesson learne: core 7 frequency transition is 1->2
+        part 5 : core_2_state = 1
+        energy efficiency should increase
+    
+before =  13923528125.709343
+after =  13877263957.403103
+variation  -46264168.30624008
+ 
+        Lesson learne: core 7 frequency transition is 2->3
+        part 6 : core_2_state = 1
+        energy efficiency should increase
+    
+before =  13877263957.403086
+after =  13476072019.310957
+variation  -401191938.09212875
+ 
+        Lesson learne: scheduling thread on core 7 
+        part 1 : core_3_state = 0
+        energy efficiency should increase
+    
+before =  10479259603.067291
+after =  12961774863.634071
+variation  2482515260.56678
+ 
+        Lesson learne: core 7 frequency transition is 1->2
+        part 2 : core_3_state = 0
+        energy efficiency should increase
+    
+before =  12961774863.634026
+after =  13208067570.463524
+variation  246292706.8294983
+ 
+        Lesson learne: core 7 frequency transition is 2->3
+        part 3 : core_3_state = 0
+        energy efficiency should increase
+    
+before =  13208067570.463634
+after =  12990102399.053627
+variation  -217965171.41000748
+ 
+        Lesson learne: scheduling thread on core 7 
+        part 4 : core_3_state = 1
+        energy efficiency should increase
+    
+before =  11448662426.630182
+after =  13887956184.525347
+variation  2439293757.8951645
+ 
+        Lesson learne: core 7 frequency transition is 1->2
+        part 5 : core_3_state = 1
+        energy efficiency should increase
+    
+before =  13887956184.525248
+after =  13873672334.686134
+variation  -14283849.839113235
+ 
+        Lesson learne: core 7 frequency transition is 2->3
+        part 6 : core_3_state = 1
+        energy efficiency should increase
+    
+before =  13873672334.685911
+after =  13468073104.927235
+variation  -405599229.7586765
+ 
+        Lesson learne: scheduling thread on core 7 
+        part 1 : core_4_state = 0
+        energy efficiency should increase
+    
+before =  10468886697.018517
+after =  13194151535.553978
+variation  2725264838.5354614
+ 
+        Lesson learne: core 7 frequency transition is 1->2
+        part 2 : core_4_state = 0
+        energy efficiency should increase
+    
+before =  13194151535.554024
+after =  13111575464.78933
+variation  -82576070.76469421
+ 
+        Lesson learne: core 7 frequency transition is 2->3
+        part 3 : core_4_state = 0
+        energy efficiency should increase
+    
+before =  13111575464.789232
+after =  12622157399.338387
+variation  -489418065.4508457
+ 
+        Lesson learne: scheduling thread on core 7 
+        part 4 : core_4_state = 1
+        energy efficiency should increase
+    
+before =  11448072977.763056
+after =  13736136758.870638
+variation  2288063781.107582
+ 
+        Lesson learne: core 7 frequency transition is 1->2
+        part 5 : core_4_state = 1
+        energy efficiency should increase
+    
+before =  13736136758.870863
+after =  13924095544.340176
+variation  187958785.46931267
+ 
+        Lesson learne: core 7 frequency transition is 2->3
+        part 6 : core_4_state = 1
+        energy efficiency should increase
+    
+before =  13924095544.340237
+after =  13554129445.252113
+variation  -369966099.0881233
+ 
+        Lesson learne: scheduling thread on core 7 
+        part 1 : core_5_state = 0
+        energy efficiency should increase
+    
+before =  9872818585.672094
+after =  12549321799.015955
+variation  2676503213.3438606
+ 
+        Lesson learne: core 7 frequency transition is 1->2
+        part 2 : core_5_state = 0
+        energy efficiency should increase
+    
+before =  12549321799.01599
+after =  13073476639.413673
+variation  524154840.3976841
+ 
+        Lesson learne: core 7 frequency transition is 2->3
+        part 3 : core_5_state = 0
+        energy efficiency should increase
+    
+before =  13073476639.413477
+after =  12309302042.273832
+variation  -764174597.1396446
+ 
+        Lesson learne: scheduling thread on core 7 
+        part 4 : core_5_state = 1
+        energy efficiency should increase
+    
+before =  11889436560.317684
+after =  14272290071.580112
+variation  2382853511.2624283
+ 
+        Lesson learne: core 7 frequency transition is 1->2
+        part 5 : core_5_state = 1
+        energy efficiency should increase
+    
+before =  14272290071.580004
+after =  13973046067.911333
+variation  -299244003.66867065
+ 
+        Lesson learne: core 7 frequency transition is 2->3
+        part 6 : core_5_state = 1
+        energy efficiency should increase
+    
+before =  13973046067.911377
+after =  13814924220.64906
+variation  -158121847.26231766
+ 
         Lesson learne: increasing little_socket_frequency
         part 1: increasing little_socket_frequency from 0 to 1
         core_6_state_freq_level = 3
@@ -388,4 +676,4 @@ variation  1379823036.1435623
 before =  13819730875.533503
 after =  13145372981.616825
 variation  -674357893.9166775
---- Total execution time: 0.960975170135498 seconds = 0.016016252835591636 mins
+--- Total execution time: 2.3503808975219727 seconds = 0.03917301495869954 mins

kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_google__0.89_base_Y/.~lock.lesson_learned_validation_file.csv#

-,DESKTOP-D49H2V3/lavoi,DESKTOP-D49H2V3,24.10.2022 18:33,file:///C:/Users/lavoi/AppData/Roaming/LibreOffice/4;
+,DESKTOP-D49H2V3/lavoi,DESKTOP-D49H2V3,25.10.2022 13:55,file:///C:/Users/lavoi/AppData/Roaming/LibreOffice/4;
\ No newline at end of file

kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_google__0.89_base_Y/lesson_learned_validation_file.csv

@@ -13,4 +13,11 @@ core 6 state,Core 2 is ON or OFF,suitable - efficiency should increase,66.666666
 core 6 state,Core 3 is ON or OFF,suitable - efficiency should increase,66.66666666666667 %,0 -> 1[2.459252243377419]; 1 -> 2[1.6510589055883618]; 0 -> 1[2.0944887636356277]; 1 -> 2[0.875794559824688]; ,2 -> 3[-0.5560993375808049]; 2 -> 3[-0.6189293217655221]; 
 core 6 state,Core 4 is ON or OFF,suitable - efficiency should increase,66.66666666666667 %,0 -> 1[2.822307292008984]; 1 -> 2[1.2800486283987351]; 0 -> 1[1.7708392795876218]; 1 -> 2[1.323653250381939]; ,2 -> 3[-0.7429130247500076]; 2 -> 3[-0.6769055438679581]; 
 core 6 state,Core 5 is ON or OFF,suitable - efficiency should increase,66.66666666666667 %,0 -> 1[2.964542790975813]; 1 -> 2[1.6785039372088644]; 0 -> 1[1.7834608713540059]; 1 -> 2[1.0138167425584756]; ,2 -> 3[-0.9448175897504273]; 2 -> 3[-0.5664922721295433]; 
+
+core 7 state,Core 0 is ON or OFF,suitable - efficiency should increase,50.0 %,0 -> 1[2.691995680654324]; 1 -> 2[0.38963235333098034]; 0 -> 1[2.4786925882519397]; ,2 -> 3[-0.5103785274234524]; 1 -> 2[-0.08908361779684067]; 2 -> 3[-0.233857179130497]; 
+core 7 state,Core 1 is ON or OFF,suitable - efficiency should increase,50.0 %,0 -> 1[2.7622467665653496]; 1 -> 2[0.3372904942627087]; 0 -> 1[2.384021144648798]; ,2 -> 3[-0.3221935822519932]; 1 -> 2[-0.08508145708530236]; 2 -> 3[-0.3588683495182514]; 
+core 7 state,Core 2 is ON or OFF,suitable - efficiency should increase,50.0 %,0 -> 1[2.868155673151146]; 1 -> 2[0.37609571056363106]; 0 -> 1[2.1692477268050463]; ,2 -> 3[-0.30350312903853993]; 1 -> 2[-0.04626416830624008]; 2 -> 3[-0.4011919380921288]; 
+core 7 state,Core 3 is ON or OFF,suitable - efficiency should increase,50.0 %,0 -> 1[2.4825152605667804]; 1 -> 2[0.2462927068294983]; 0 -> 1[2.4392937578951646]; ,2 -> 3[-0.21796517141000749]; 1 -> 2[-0.014283849839113237]; 2 -> 3[-0.40559922975867657]; 
+core 7 state,Core 4 is ON or OFF,suitable - efficiency should increase,50.0 %,0 -> 1[2.7252648385354616]; 0 -> 1[2.2880637811075824]; 1 -> 2[0.1879587854693127]; ,1 -> 2[-0.08257607076469421]; 2 -> 3[-0.48941806545084576]; 2 -> 3[-0.36996609908812333]; 
+core 7 state,Core 5 is ON or OFF,suitable - efficiency should increase,50.0 %,0 -> 1[2.6765032133438607]; 1 -> 2[0.5241548403976841]; 0 -> 1[2.3828535112624283]; ,2 -> 3[-0.7641745971396446]; 1 -> 2[-0.29924400366867066]; 2 -> 3[-0.15812184726231768]; 
 little socket frequency,Medium frequency is high,contraindicated -  efficiency should decrease,50 %,1 -> 2[-0.6743578939166776]; ,0 -> 1[1.3798230361435624]; 

kernel_ridge_linear_model/utils_functions_for_validation.py

@@ -714,6 +714,10 @@ def validate_lesson_learned (output_file_path):
             file.write( validation_code.validate__scheduling_thread_on_little_core_i_no_matter_core_j_state(0, 3, conn, "increases") + "\n")      
             file.write( validation_code.validate__scheduling_thread_on_little_core_i_no_matter_core_j_state(0, 4, conn, "increases") + "\n") 
             file.write( validation_code.validate__scheduling_thread_on_little_core_i_no_matter_core_j_state(0, 5, conn, "increases") + "\n")  
+            file.write( validation_code.validate__scheduling_thread_on_core_i_when_condition_on_socket_frequency(0, "medium_socket", "low or medium",conn, "increases") + "\n")      
+
+            file.write("\n")
+            file.write( validation_code.validate__increasing_little_sockect_freq_when_core_6_state_freq_level_is_3(conn, "decreases") + "\n")    
             file.write("\n")
             file.write( validation_code.validate__scheduling_thread_on_medium_or_big_core_i_no_matter_little_core_j_state(6, 0, conn, "increases") + "\n")  
             file.write( validation_code.validate__scheduling_thread_on_medium_or_big_core_i_no_matter_little_core_j_state(6, 1, conn, "increases") + "\n")  
@@ -722,9 +726,15 @@ def validate_lesson_learned (output_file_path):
             file.write( validation_code.validate__scheduling_thread_on_medium_or_big_core_i_no_matter_little_core_j_state(6, 4, conn, "increases") + "\n")  
             file.write( validation_code.validate__scheduling_thread_on_medium_or_big_core_i_no_matter_little_core_j_state(6, 5, conn, "increases") + "\n")  
 
+            file.write("\n")
+            file.write( validation_code.validate__scheduling_thread_on_medium_or_big_core_i_no_matter_little_core_j_state(7, 0, conn, "increases") + "\n")  
+            file.write( validation_code.validate__scheduling_thread_on_medium_or_big_core_i_no_matter_little_core_j_state(7, 1, conn, "increases") + "\n")  
+            file.write( validation_code.validate__scheduling_thread_on_medium_or_big_core_i_no_matter_little_core_j_state(7, 2, conn, "increases") + "\n")  
+            file.write( validation_code.validate__scheduling_thread_on_medium_or_big_core_i_no_matter_little_core_j_state(7, 3, conn, "increases") + "\n")  
+            file.write( validation_code.validate__scheduling_thread_on_medium_or_big_core_i_no_matter_little_core_j_state(7, 4, conn, "increases") + "\n")  
+            file.write( validation_code.validate__scheduling_thread_on_medium_or_big_core_i_no_matter_little_core_j_state(7, 5, conn, "increases") + "\n")  
             #file.write( validation_code.validate__scheduling_thread_on_medium_or_big_core_i_no_matter_little_core_j_state(6, 0, conn, "increases") + "\n")  
 
-            file.write( validation_code.validate__increasing_little_sockect_freq_when_core_6_state_freq_level_is_3(conn, "decreases") + "\n")    
     conn.close()