lesson learned formating in csv file partially automated, some lesson learned validated

kernel_ridge_linear_model/log_file_processing_data_bases.txt

@@ -82,4 +82,22 @@ variation  457689176.44021606
 before =  13015076996.03556
 after =  13487823142.62333
 variation  472746146.58776855
---- Total execution time: 0.1373288631439209 seconds = 0.002288814385732015 mins
+ 
+        Lesson learne: increasing little_socket_frequency
+        part 1: increasing little_socket_frequency from 0 to 1
+        core_6_state_freq_level = 3
+        energy efficiency should decreases
+    
+before =  12439907839.389835
+after =  13819730875.533398
+variation  1379823036.1435623
+
+    lesson learned: increasing little_socket_frequency
+        part 2:  increasing little_socket_frequency from 1 to 2
+        core_6_state_freq_level = 3
+        energy efficiency should decreases
+    
+before =  13819730875.533503
+after =  13145372981.616825
+variation  -674357893.9166775
+--- Total execution time: 0.21883893013000488 seconds = 0.0036473155021667482 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 17:41,file:///C:/Users/lavoi/AppData/Roaming/LibreOffice/4;
+,DESKTOP-D49H2V3/lavoi,DESKTOP-D49H2V3,24.10.2022 17:52,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

@@ -6,3 +6,5 @@ core 0 state,Core 2 is ON or OFF,suitable - efficiency should increase,100 %,0 -
 core 0 state,Core 3 is ON or OFF,suitable - efficiency should increase,100 %,0 -> 1[0.2535527553099117]; 0 -> 1[0.8185523439305153]; ,
 core 0 state,Core 4 is ON or OFF,suitable - efficiency should increase,100 %,0 -> 1[0.3997839291612282]; 0 -> 1[0.6768942903149529]; ,
 core 0 state,Core 5 is ON or OFF,suitable - efficiency should increase,100 %,0 -> 1[0.4576891764402161]; 0 -> 1[0.4727461465877686]; ,
+
+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

@@ -714,8 +714,8 @@ def validate_lesson_learned (output_file_path):
             file.write( validation_code.validate__scheduling_thread_on_core_i_no_matter_core_j_state(0, 3, conn, "increases") + "\n")      
             file.write( validation_code.validate__scheduling_thread_on_core_i_no_matter_core_j_state(0, 4, conn, "increases") + "\n") 
             file.write( validation_code.validate__scheduling_thread_on_core_i_no_matter_core_j_state(0, 5, conn, "increases") + "\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__increasing_little_sockect_freq_when_core_6_state_freq_level_is_3(conn, "decreases") + "\n")    
     conn.close()