Add scripts for parsing and archive link

eo/contrib/irace/expe/beta/hist_join_random.py

@@ -0,0 +1,46 @@
+#!/usr/bin/env python3
+import sys
+import os
+import numpy as np
+import matplotlib.pyplot as plt
+
+##python3 hist_random.py ./dastga_results_all/fastga_results_random ./hist_and_csv/
+#argv : list of elite results
+data=sys.argv[1]
+figpath=sys.argv[2]
+averageConfigs=[]
+name=[]
+for path in os.listdir(data):
+    #eg path: maxEv=100_nbAlgo=15_2021-08-20T1511+0200_results_randoms
+    average=[]
+    if("maxEv" in path):
+        for ddir in os.listdir(os.path.join(data,path)): #ddir : directory of one run_elites_all or more
+            if("crossover" in ddir):
+                #name.append("_".join(ddir.split("_")[1:3]))
+                for fastgadir in os.listdir(os.path.join(data,path,ddir,"data")): #fastgadir : directory of 50 runs of a configuration
+                    for fname in os.listdir(os.path.join(data,path,ddir,"data",fastgadir)):
+                        with open(os.path.join(data,path,ddir,"data",fastgadir,fname)) as fd:
+                            auc = float(fd.readlines()[0]) *(-1)
+                        average.append(auc)
+                        #hist[belonging(auc,cum)]+=1
+        averageConfigs.append(average)
+        name.append(path.split("_")[0])
+
+figdir=os.path.join(figpath,"hist_join")
+try:
+    os.makedirs(figdir)
+except FileExistsError:
+    pass
+
+colors=['yellow', 'green',"blue","pink","purple","orange","magenta","gray","darkred","cyan","brown","olivedrab","thistle","stateblue"]
+plt.figure()
+plt.hist(averageConfigs,bins=10,range=(0,1),align="mid",rwidth=0.5,label=name) #no label
+plt.xlabel("performances")
+plt.ylabel("Number of runs")
+plt.ylim([0,8000])
+plt.xlim(0,1)
+plt.yticks(range(0,8000,500))
+#plt.xticks(np.cumsum([0.1]*10))
+plt.legend()
+plt.savefig(figdir+"/hist_random_by_budget.png")
+plt.close()