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authorPascale Noyret <pascale.noyret@edf.fr>
Fri, 28 Nov 2008 09:26:56 +0000 (09:26 +0000)
committerPascale Noyret <pascale.noyret@edf.fr>
Fri, 28 Nov 2008 09:26:56 +0000 (09:26 +0000)
Openturns_Study/OpenTURNS_Cata_Study_V2.py [new file with mode: 0644]
Openturns_Study/catalogues_openturns.ini
Openturns_Study/test/MinMax_ExpPlane.comm [new file with mode: 0644]
Openturns_Study/test/MinMax_ExpPlane.py [new file with mode: 0644]
Openturns_Study/test/MinMax_RandomSampling.comm [new file with mode: 0644]
generator/OpenturnsSTD.py

diff --git a/Openturns_Study/OpenTURNS_Cata_Study_V2.py b/Openturns_Study/OpenTURNS_Cata_Study_V2.py
new file mode 100644 (file)
index 0000000..58128f1
--- /dev/null
@@ -0,0 +1,1486 @@
+# -*- coding: utf-8 -*-
+
+# --------------------------------------------------
+# debut entete
+# --------------------------------------------------
+
+import Accas
+from Accas import *
+
+class loi ( ASSD ) : pass
+
+
+#CONTEXT.debug = 1
+JdC = JDC_CATA ( code = 'OPENTURNS_STUDY',
+                 execmodul = None,
+                 regles = ( AU_MOINS_UN ( 'CRITERIA' ), AU_MOINS_UN ( 'MODEL' ), ),
+                 ) # Fin JDC_CATA
+
+# --------------------------------------------------
+# fin entete
+# --------------------------------------------------
+
+LOG = PROC ( nom = "LOG",
+             op = None,
+             docu = "",
+               
+  DebugMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'no',
+                 fr = "Affichage du niveau de debug de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library debug level print",
+                 ),
+               
+  WrapperMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'no',
+                 fr = "Affichage du niveau de wrapper de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library debug level print",
+                 ),
+               
+  UserMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'no',
+                 fr = "Affichage du niveau de user de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library user level print",
+                 ),
+               
+  InfoMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'yes',
+                 fr = "Affichage du niveau de info de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library info level print",
+                 ),
+               
+  WarningMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'yes',
+                 fr = "Affichage du niveau de warning de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library warning level print",
+                 ),
+               
+  ErrorMessages = SIMP ( statut = "o",
+                 typ = "TXM",
+                 into = ( 'yes', 'no' ),
+                 defaut = 'yes',
+                 fr = "Affichage du niveau de error de la bibliotheque Open TURNS",
+                 ang = "Open TURNS library error level print",
+                 ),
+               
+) # Fin PROC LOG
+
+
+
+
+#================================
+# 0. Definition du modele physique
+#================================
+
+MODEL = PROC ( nom = "MODEL",
+               op = None,
+               docu = "",
+               
+  Name = SIMP ( statut = "o",
+                typ = "TXM",
+                fr = "Nom du modele physique",
+                ang = "Physical model identifier",
+                ),
+               
+) # Fin PROC MODEL
+
+
+
+
+
+
+#================================
+# 1. Definition des LOIS
+#================================
+
+# Nota : les variables de type OPER doivent etre en majuscules !
+# Nota : les variables de type OPER doivent etre de premier niveau (pas imbriquees dans un autre type)
+DISTRIBUTION = OPER ( nom = "DISTRIBUTION",
+                      sd_prod = loi,
+                      op = 68,
+                      fr = "Definitions des lois marginales utilisees par les variables d'entree", 
+                      
+                      
+#====
+# Type de distribution
+#====
+
+  Kind = SIMP ( statut = "o", typ = "TXM",
+                into = ( "Beta",
+                         "Exponential",
+                         "Gamma",
+                         "Geometric",
+                         "Gumbel",
+                         "Histogram",
+                         "Logistic",
+                         "LogNormal",
+                         "MultiNomial",
+                         "Normal",
+                         "TruncatedNormal",
+                         "Poisson",
+                         "Student",
+                         "Triangular",
+                         "Uniform",
+                         "UserDefined",
+                         "Weibull",
+                         ),
+                fr = "Choix du type de la loi marginale",
+                ang = "1D marginal distribution",
+                ),
+
+#====
+# Definition des parametres selon le type de la loi
+#====
+
+  BETA = BLOC ( condition = " Kind in ( 'Beta', ) ",
+
+                  Settings = SIMP ( statut = "o",
+                                       typ = "TXM",
+                                       max = 1,
+                                       into = ( "RT", "MuSigma" ),
+                                       defaut = "RT",
+                                       fr = "Parametrage de la loi beta",
+                                       ang = "Beta distribution parameter set",
+                                       ),
+
+                  RT_Parameters = BLOC ( condition = " Settings in ( 'RT', ) ",
+
+                                      R = SIMP ( statut = "o",
+                                                 typ = "R",
+                                                 max = 1,
+                                                 val_min = 0.,
+                                                 fr = "Parametre R de la loi",
+                                                 ang = "R parameter",
+                                                 ),
+
+                                      # T > R
+                                      T = SIMP ( statut = "o",
+                                                 typ = "R",
+                                                 max = 1,
+                                                 val_min = 0.,
+                                                 fr = "Parametre T de la loi | T > R",
+                                                 ang = "T parameter | T > R",
+                                                 ),
+
+                                      ), # Fin BLOC RT_Parameters
+
+
+                  MuSigma_Parameters = BLOC ( condition = " Settings in ( 'MuSigma', ) ",
+
+                                      Mu = SIMP ( statut = "o",
+                                                  typ = "R",
+                                                  max = 1,
+                                                  fr = "Parametre Mu de la loi",
+                                                  ang = "Mu parameter",
+                                                  ),
+
+                                      Sigma = SIMP ( statut = "o",
+                                                     typ = "R",
+                                                     max = 1,
+                                                     val_min = 0.,
+                                                     fr = "Parametre Sigma de la loi | Sigma > 0",
+                                                     ang = "Sigma parameter | Sigma > 0",
+                                                     ),
+
+                                      ), # Fin BLOC MuSigma_Parameters
+
+
+                  A = SIMP ( statut = "o",
+                             typ = "R",
+                             max = 1,
+                             fr = "Parametre A de la loi",
+                             ang = "A parameter",
+                             ),
+
+                  # B > A
+                  B = SIMP ( statut = "o",
+                             typ = "R",
+                             max = 1,
+                             fr = "Parametre B de la loi | B > A",
+                             ang = "B parameter | B > A",
+                             ),
+
+  ), # Fin BLOC BETA
+
+
+
+  EXPONENTIAL = BLOC ( condition = " Kind in ( 'Exponential', ) ",
+
+                         Lambda = SIMP ( statut = "o",
+                                         typ = "R",
+                                         max = 1,
+                                         val_min = 0.,
+                                         fr = "Parametre Lambda | Lambda > 0",
+                                         ang = "Lambda parameter | Lambda > 0",
+                                         ),
+
+                         Gamma = SIMP ( statut = "o",
+                                        typ = "R",
+                                        max = 1,
+                                        fr = "Parametre Gamma",
+                                        ang = "Gamma parameter",
+                                        ),
+
+  ), # Fin BLOC EXPONENTIAL
+
+
+
+  GAMMA = BLOC ( condition = " Kind in ( 'Gamma', ) ",
+
+                   Settings = SIMP ( statut = "o",
+                                        typ = "TXM",
+                                        max = 1,
+                                        into = ( "KLambda", "MuSigma" ),
+                                        defaut = "KLambda",
+                                        fr = "Parametrage de la loi gamma",
+                                        ang = "Gamma distribution parameter set",
+                                        ),
+
+                   KLambda_Parameters = BLOC ( condition = " Settings in ( 'KLambda', ) ",
+
+                                       K = SIMP ( statut = "o",
+                                                  typ = "R",
+                                                  max = 1,
+                                                  val_min = 0.,
+                                                  fr = "Parametre K de la loi | K > 0",
+                                                  ang = "K parameter | K > 0",
+                                                  ),
+
+                                       Lambda = SIMP ( statut = "o",
+                                                       typ = "R",
+                                                       max = 1,
+                                                       val_min = 0.,
+                                                       fr = "Parametre Lambda de la loi | Lambda > 0",
+                                                       ang = "Lambda parameter | Lambda > 0",
+                                                       ),
+
+                                       ), # Fin BLOC KLambda_Parameters
+
+
+                   MuSigma_Parameters = BLOC ( condition = " Settings in ( 'MuSigma', ) ",
+
+                                       Mu = SIMP ( statut = "o",
+                                                   typ = "R",
+                                                   max = 1,
+                                                   defaut = 0.0,
+                                                   fr = "Parametre Mu de la loi",
+                                                   ang = "Mu parameter",
+                                                   ),
+
+                                       Sigma = SIMP ( statut = "o",
+                                                      typ = "R",
+                                                      max = 1,
+                                                      defaut = 1.0,
+                                                      val_min = 0.,
+                                                      fr = "Parametre Sigma de la loi | Sigma > 0",
+                                                      ang = "Sigma parameter | Sigma > 0",
+                                                      ),
+
+                                       ), # Fin BLOC MuSigma_Parameters
+
+                   Gamma = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  fr = "Parametre Gamma",
+                                  ang = "Gamma parameter",
+                                  ),
+
+
+  ), # Fin BLOC GAMMA
+
+
+
+  GEOMETRIC = BLOC ( condition = " Kind in ( 'Geometric', ) ",
+
+                       P = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  val_min = 0.,
+                                  val_max = 1.,
+                                  fr = "Parametre P | 0 < P < 1",
+                                  ang = "P parameter | 0 < P < 1",
+                                  ),
+
+  ), # Fin BLOC GEOMETRIC
+
+
+
+  GUMBEL = BLOC ( condition = " Kind in ( 'Gumbel', ) ",
+
+                    Settings = SIMP ( statut = "o",
+                                         typ = "TXM",
+                                         max = 1,
+                                         into = ( "AlphaBeta", "MuSigma" ),
+                                         defaut = "AlphaBeta",
+                                         fr = "Parametrage de la loi gumbel",
+                                         ang = "Gumbel distribution parameter set",
+                                         ),
+
+                    AlphaBeta_Parameters = BLOC ( condition = " Settings in ( 'AlphaBeta', ) ",
+
+                                        Alpha = SIMP ( statut = "o",
+                                                       typ = "R",
+                                                       max = 1,
+                                                       val_min = 0.,
+                                                       fr = "Parametre Alpha de la loi | Alpha > 0",
+                                                       ang = "Alpha parameter | Alpha > 0",
+                                                       ),
+
+                                        Beta = SIMP ( statut = "o",
+                                                      typ = "R",
+                                                      max = 1,
+                                                      fr = "Parametre Beta de la loi",
+                                                      ang = "Beta parameter",
+                                                      ),
+
+                                        ), # Fin BLOC AlphaBeta_Parameters
+
+
+                    MuSigma_Parameters = BLOC ( condition = " Settings in ( 'MuSigma', ) ",
+
+                                        Mu = SIMP ( statut = "o",
+                                                    typ = "R",
+                                                    max = 1,
+                                                    fr = "Parametre Mu de la loi",
+                                                    ang = "Mu parameter",
+                                                    ),
+
+                                        Sigma = SIMP ( statut = "o",
+                                                       typ = "R",
+                                                       max = 1,
+                                                       val_min = 0.,
+                                                       fr = "Parametre Sigma de la loi | Sigma > 0",
+                                                       ang = "Sigma parameter | Sigma > 0",
+                                                       ),
+
+                                        ), # Fin BLOC MuSigma_Parameters
+
+  ), # Fin BLOC GUMBEL
+
+
+
+  HISTOGRAM = BLOC ( condition = " Kind in ( 'Histogram', ) ",
+
+                       Sup = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Borne superieure de la distribution",
+                                    ang = "Upper bound",
+                                    ),
+
+                       # Il faut definir une collection de couples ( x,p ) 
+                       Values = SIMP ( statut = 'o',
+                                       typ = 'R',
+                                       max = '**',
+                                       ),
+
+  ), # Fin BLOC HISTOGRAM
+
+
+
+  LOGNORMAL = BLOC ( condition = " Kind in ( 'LogNormal', ) ",
+
+                     Settings = SIMP ( statut = "o",
+                                       typ = "TXM",
+                                       max = 1,
+                                       into = ( "MuSigmaLog", "MuSigma", "MuSigmaOverMu" ),
+                                       defaut = "MuSigmaLog",
+                                       fr = "Parametrage de la loi lognormale",
+                                       ang = "Lognormal distribution parameter set",
+                                       ),
+
+                     MuSigma_Parameters = BLOC ( condition = " Settings in ( 'MuSigma', ) ",
+
+                                                 Mu = SIMP ( statut = "o",
+                                                             typ = "R",
+                                                             max = 1,
+                                                             fr = "Parametre Mu de la loi | Mu > Gamma",
+                                                             ang = "Mu parameter | Mu > Gamma",
+                                                             ),
+
+                                                 Sigma = SIMP ( statut = "o",
+                                                                typ = "R",
+                                                                max = 1,
+                                                                val_min = 0.,
+                                                                fr = "Parametre Sigma de la loi | Sigma > 0",
+                                                                ang = "Sigma parameter | Sigma > 0",
+                                                                ),
+
+                                                 ), # Fin BLOC MuSigma_Parameters
+
+                     MuSigmaOverMu_Parameters = BLOC ( condition = " Settings in ( 'MuSigmaOverMu', ) ",
+
+                                                 Mu = SIMP ( statut = "o",
+                                                             typ = "R",
+                                                             max = 1,
+                                                             fr = "Parametre Mu de la loi | Mu > Gamma",
+                                                             ang = "Mu parameter | Mu > Gamma",
+                                                             ),
+
+                                                 SigmaOverMu = SIMP ( statut = "o",
+                                                                typ = "R",
+                                                                max = 1,
+                                                                val_min = 0.,
+                                                                fr = "Parametre SigmaOverMu de la loi | SigmaOverMu > 0",
+                                                                ang = "SigmaOverMu parameter | SigmaOverMu > 0",
+                                                                ),
+
+                                                 ), # Fin BLOC MuSigmaOverMu_Parameters
+
+                     MuSigmaLog_Parameters = BLOC ( condition = " Settings in ( 'MuSigmaLog', ) ",
+
+                                                    MuLog = SIMP ( statut = "o",
+                                                                   typ = "R",
+                                                                   max = 1,
+                                                                   fr = "Parametre Mu log de la loi",
+                                                                   ang = "Mu log parameter",
+                                                                   ),
+
+                                                    SigmaLog = SIMP ( statut = "o",
+                                                                      typ = "R",
+                                                                      max = 1,
+                                                                      val_min = 0.,
+                                                                      fr = "Parametre Sigma log de la loi | SigmaLog > 0",
+                                                                      ang = "Sigma log parameter | SigmaLog > 0",
+                                                                      ),
+                                            
+                                                    ), # Fin BLOC MuSigmaLog_Parameters
+
+                     Gamma = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Parametre Gamma",
+                                    ang = "Gamma parameter",
+                                    ),
+
+   ), # Fin BLOC LOGNORMAL
+
+
+
+   LOGISTIC = BLOC ( condition = " Kind in ( 'Logistic', ) ",
+
+                       Alpha = SIMP ( statut = "o",
+                                      typ = "R",
+                                      max = 1,
+                                      fr = "Parametre Alpha de la loi",
+                                      ang = "Alpha parameter",
+                                      ),
+
+                       Beta = SIMP ( statut = "o",
+                                     typ = "R",
+                                     max = 1,
+                                     val_min = 0.,
+                                     fr = "Parametre Beta de la loi | Beta > = 0",
+                                     ang = "Beta parameter | Beta > = 0",
+                                     ),
+
+   ), # Fin BLOC LOGISTIC
+
+
+
+   MULTINOMIAL = BLOC ( condition = " Kind in ( 'MultiNomial', ) ",
+                         
+                         N = SIMP ( statut = "o",
+                                    typ = "I",
+                                    max = 1,
+                                    fr = "Dimension de la loi",
+                                    ang = "Distribution dimension",
+                                    ),
+
+                         # Il faut un vecteur P de taille N
+                         Values = SIMP ( statut = 'o',
+                                         typ = 'R',
+                                         max = '**',
+                                         ),
+
+   ), # Fin BLOC MULTINOMIAL
+
+
+
+   NORMAL = BLOC ( condition = " Kind in ( 'Normal', ) ",
+
+                    Mu = SIMP ( statut = "o",
+                                typ = "R",
+                                max = 1,
+                                fr = "Parametre Mu de la loi",
+                                ang = "Mu parameter",
+                                ),
+
+                   Sigma = SIMP ( statut = "o",
+                                  typ = "R",
+                                  max = 1,
+                                  val_min = 0.,
+                                  fr = "Parametre Sigma de la loi | Sigma > 0",
+                                  ang = "Sigma parameter | Sigma > 0",
+                                  ),
+
+   ), # Fin BLOC NORMAL
+
+
+
+   POISSON = BLOC ( condition = " Kind in ( 'Poisson', ) ",
+
+                     Lambda = SIMP ( statut = "o",
+                                     typ = "R",
+                                     max = 1,
+                                     val_min = 0.,
+                                     fr = "Parametre Lambda de la loi | Lambda > 0",
+                                     ang = "Lambda parameter | Lambda > 0",
+                                     ),
+
+   ), # Fin BLOC POISSON
+
+
+
+   STUDENT = BLOC ( condition = " Kind in ( 'Student', ) ",
+
+                     Mu = SIMP ( statut = "o",
+                                 typ = "R",
+                                 max = 1,
+                                 fr = "Parametre Mu de la loi",
+                                 ang = "Mu parameter",
+                                 ),
+
+                     Nu = SIMP ( statut = "o",
+                                 typ = "R",
+                                 max = 1,
+                                 val_min = 2.,
+                                 fr = "Parametre Nu de la loi | V > = 2",
+                                 ang = "Nu parameter | V > = 2",
+                                 ),
+
+   ), # Fin BLOC STUDENT
+
+
+
+   TRIANGULAR = BLOC ( condition = " Kind in ( 'Triangular', ) ",
+
+                         A = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Borne inferieure de la loi | A < = M < = B",
+                                    ang = "Lower bound | A < = M < = B",
+                                    ),
+
+                         M = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Mode de la loi | A < = M < = B",
+                                    ang = "Mode | A < = M < = B",
+                                    ),
+
+                         B = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Borne superieure de la loi | A < = M < = B",
+                                    ang = "Upper bound | A < = M < = B",
+                                    ),
+
+   ), # Fin BLOC TRIANGULAR
+
+
+
+   TRUNCATEDNORMAL = BLOC ( condition = " Kind in ( 'TruncatedNormal', ) ",
+
+                             MuN = SIMP ( statut = "o",
+                                          typ = "R",
+                                          max = 1,
+                                          fr = "Parametre Mu de la loi",
+                                          ang = "Mu parameter",
+                                          ),
+
+                             SigmaN = SIMP ( statut = "o",
+                                             typ = "R",
+                                             max = 1,
+                                             val_min = 0.,
+                                             fr = "Parametre SigmaN de la loi | SigmaN > 0",
+                                             ang = "SigmaN parameter | SigmaN> 0",
+                                             ),
+
+                             A = SIMP ( statut = "o",
+                                        typ = "R",
+                                        max = 1,
+                                        fr = "Borne inferieure de la loi | A < = B",
+                                        ang = "Lower bound | A < = B",
+                                        ),
+
+                             B = SIMP ( statut = "o",
+                                        typ = "R",
+                                        max = 1,
+                                        fr = "Borne superieure de la loi | A < = B",
+                                        ang = "Upper bound | A < = B",
+                                        ),
+
+   ), # Fin BLOC TRUNCATEDNORMAL
+
+
+
+   UNIFORM = BLOC ( condition = " Kind in ( 'Uniform', ) ",
+
+                     A = SIMP ( statut = "o",
+                                typ = "R",
+                                max = 1,
+                                fr = "Borne inferieure de la loi | A < = B",
+                                ang = "Lower bound | A < = B",
+                                ),
+
+                     B = SIMP ( statut = "o",
+                                typ = "R",
+                                max = 1,
+                                fr = "Borne superieure de la loi | A < = B",
+                                ang = "Upper bound | A < = B",
+                                ),
+
+   ), # Fin BLOC UNIFORM
+
+
+
+   USERDEFINED = BLOC ( condition = " Kind in ( 'UserDefined', ) ",
+
+                           # Il faut definir une collection de couples ( x,p ) 
+                         Values = SIMP ( statut = 'o',
+                                         typ = 'R',
+                                         max = '**',
+                                         ),
+
+   ), # Fin BLOC USERDEFINED
+
+
+
+   WEIBULL = BLOC ( condition = " Kind in ( 'Weibull', ) ",
+
+                     Settings = SIMP ( statut = "o",
+                                          typ = "TXM",
+                                          max = 1,
+                                          into = ( "AlphaBeta", "MuSigma" ),
+                                          defaut = "AlphaBeta",
+                                          fr = "Parametrage de la loi weibull",
+                                          ang = "Weibull distribution parameter set",
+                                          ),
+
+                     AlphaBeta_Parameters = BLOC ( condition = " Settings in ( 'AlphaBeta', ) ",
+
+                                         Alpha = SIMP ( statut = "o",
+                                                        typ = "R",
+                                                        max = 1,
+                                                        val_min = 0.,
+                                                        fr = "Parametre Alpha de la loi | Alpha > 0",
+                                                        ang = "Alpha parameter | Alpha > 0",
+                                                        ),
+
+                                         Beta = SIMP ( statut = "o",
+                                                       typ = "R",
+                                                       max = 1,
+                                                       val_min = 0.,
+                                                       fr = "Parametre Beta de la loi | Beta > 0",
+                                                       ang = "Beta parameter | Beta > 0",
+                                                       ),
+
+                                         ), # Fin BLOC AlphaBeta_Parameters
+
+
+                     MuSigma_Parameters = BLOC ( condition = " Settings in ( 'MuSigma', ) ",
+
+                                         Mu = SIMP ( statut = "o",
+                                                     typ = "R",
+                                                     max = 1,
+                                                     fr = "Parametre Mu de la loi",
+                                                     ang = "Mu parameter",
+                                                     ),
+
+                                         Sigma = SIMP ( statut = "o",
+                                                        typ = "R",
+                                                        max = 1,
+                                                        val_min = 0.,
+                                                        fr = "Parametre Sigma de la loi | Sigma > 0",
+                                                        ang = "Sigma parameter | Sigma > 0",
+                                                        ),
+
+                                         ), # Fin BLOC MuSigma_Parameters
+
+                     Gamma = SIMP ( statut = "o",
+                                    typ = "R",
+                                    max = 1,
+                                    fr = "Parametre Gamma",
+                                    ang = "Gamma parameter",
+                                    ),
+
+    ), # Fin BLOC WEIBULL
+
+) # Fin OPER DISTRIBUTION
+
+
+
+
+
+
+#================================
+# 3. Definition de l'etude
+#================================
+
+# Nota : les variables de type PROC doivent etre en majuscules !
+CRITERIA = PROC ( nom = "CRITERIA",
+                  op = None,
+                  docu = "",
+                  fr = "Mise en donnee pour le fichier de configuration de OPENTURNS.",
+                  ang = "Writes the configuration file for OPENTURNS.",
+
+
+
+  Type = SIMP ( statut = "o",
+                typ = "TXM",
+                into = ( "Min/Max", "Central Uncertainty", "Threshold Exceedence" ),
+                fr = "Type d'Analyse",
+                ang = "Analysis",
+                ),
+
+
+
+
+
+
+
+  MinMax = BLOC ( condition = " Type in ( 'Min/Max', ) ",
+
+                  Method = SIMP ( statut = "o",
+                                  typ = "TXM",
+                                  into = ( "Experiment Plane", "Random Sampling" ),
+                                  fr = "Methode",
+                                  ang = "Method",
+                                  ),
+                  # UC 3.1.1
+                  ExperimentPlaneSettings = BLOC ( condition = " Method in ( 'Experiment Plane', ) ",
+
+                          ExperimentPlane = SIMP ( statut = "o",
+                                                   typ = "TXM",
+                                                   into = ( "Axial", "Factorial", "Composite", ),
+                                                   fr = "Methode",
+                                                   ang = "Method",
+                                                   ),
+
+                          Levels = SIMP ( statut = "o",
+                                          typ = "R",
+                                          val_min = 0.0,
+                                          max = '**',    
+                                          fr = "Nombre de niveaux dans chaque direction",
+                                          ang = "Levels in each direction",
+                                          ),
+
+                          # Scaled Vector
+                          UnitsPerDimension = SIMP ( statut = "o",
+                                          typ = "R",
+                                          max = '**',    
+                                          fr = "Unite par dimension (autant que de variables declarees)",
+                                          ang = "Units per dimension (as much as declared variables)",
+                                          ),
+
+                          # Translation Vector
+                          Center = SIMP ( statut = "o",
+                                          typ = "R",
+                                          max = '**',    
+                                          fr = "Unite par dimension",
+                                          ang = "Units per dimension",
+                                          ),
+
+                    ), # Fin BLOC ExperimentPlaneSettings
+
+
+
+                  RandomSamplingSettings = BLOC ( condition = " Method in ( 'Random Sampling', ) ",
+
+                          PointsNumber = SIMP ( statut = "o",
+                                                typ = "I",
+                                                val_min = 1,
+                                                fr = "Nombre de points",
+                                                ang = "Points number",
+                                                ),
+
+                    ), # Fin BLOC RandomSamplingSettings
+
+                  Result = SIMP (  statut = "o",
+                                   typ = "TXM",
+                                   into = ( "Min/Max", ),
+                                   defaut = "Min/Max",
+                                   fr = "Le minimum et le maximum",
+                                   ang = "The min and max values",
+                                   ),
+
+
+  ), # Fin BLOC MinMax
+
+
+
+
+  CentralUncertainty = BLOC ( condition = " Type in ( 'Central Uncertainty', ) ",
+
+                  Method = SIMP ( statut = "o",
+                                  typ = "TXM",
+                                  into = ( "Taylor Variance Decomposition", "Random Sampling" ),
+                                  fr = "Methode",
+                                  ang = "Method",
+                                  ),
+                              
+                  # UC 3.2.
+                  TaylorVarianceDecompositionSettings = BLOC ( condition = " Method in ( 'Taylor Variance Decomposition', ) ",
+
+                      Result = FACT ( statut = "o",
+                                      min = 1,
+                                      max = "**",
+
+                              MeanFirstOrder = SIMP ( statut = "o",
+                                                typ = 'TXM',
+                                                into = ( 'yes', 'no' ),
+                                                defaut = 'yes',
+                                                max = 1,
+                                                fr = "Moyenne au premier ordre",
+                                                ang = "MeanFirstOrder",
+                                                ),
+
+                              StandardDeviationFirstOrder = SIMP ( statut = "o",
+                                                                   typ = 'TXM',
+                                                                   into = ( 'yes', 'no' ),
+                                                                   defaut = 'yes',
+                                                                   max = 1,
+                                                                   fr = "Ecart-type au premier ordre",
+                                                                   ang = "StandardDeviationFirstOrder",
+                                                                   ),
+
+                              MeanSecondOrder = SIMP ( statut = "o",
+                                                       typ = 'TXM',
+                                                       into = ( 'yes', 'no' ),
+                                                       defaut = 'yes',
+                                                       max = 1,
+                                                       fr = "Moyenne au second ordre",
+                                                       ang = "MeanSecondOrder",
+                                                       ),
+
+                              ImportanceFactor = SIMP ( statut = "o",
+                                                        typ = 'TXM',
+                                                        into = ( 'yes', 'no' ),
+                                                        defaut = 'no',
+                                                        max = 1,
+                                                        fr = "Facteur d'importance pour variable de sortie scalaire",
+                                                        ang = "ImportanceFactor",
+                                                        ),
+
+                             ImportanceFactorSettings = BLOC ( condition = " ImportanceFactor in ( 'yes', ) ",
+
+                                    NumericalResults  = SIMP ( statut = "o",
+                                                               typ = 'TXM',
+                                                               into = ( 'yes', 'no' ),
+                                                               defaut = 'yes',
+                                                               max = 1,
+                                                               fr = "Resultats numeriques",
+                                                               ang = "NumericalResults",
+                                                               ),
+
+                                     GraphicalResults  = SIMP ( statut = "o",
+                                                                typ = 'TXM',
+                                                                into = ( 'yes', 'no' ),
+                                                                defaut = 'no',
+                                                                max = 1,
+                                                                fr = "Resultats graphiques",
+                                                                ang = "GraphicalResults",
+                                                                ),
+
+                            ), # Fin BLOC ImportanceFactorSettings
+
+                      ), # Fin FACT Result
+                                                               
+                  ), # Fin BLOC TaylorVarianceDecompositionSettings
+
+
+
+                  RandomSamplingSettings = BLOC ( condition = " Method in ( 'Random Sampling', ) ",
+
+                          PointsNumber = SIMP ( statut = "o",
+                                                typ = "I",
+                                                val_min = 1,
+                                                fr = "Nombre de points",
+                                                ang = "Points number",
+                                                ),
+
+                       Result = FACT ( statut = "o",
+                                      min = 1,
+                                      max = "**",
+
+                              EmpiricalMean = SIMP ( statut = "o",
+                                                     typ = 'TXM',
+                                                     into = ( 'yes', 'no' ),
+                                                     defaut = 'yes',
+                                                     max = 1,
+                                                     fr = "Moyenne empirique",
+                                                     ang = "Empirical mean",
+                                                     ),
+
+                              EmpiricalStandardDeviation = SIMP ( statut = "o",
+                                                                  typ = 'TXM',
+                                                                  into = ( 'yes', 'no' ),
+                                                                  defaut = 'yes',
+                                                                  max = 1,
+                                                                  fr = "Ecart-type empirique",
+                                                                  ang = "Empirical standard deviation",
+                                                                  ),
+
+                              EmpiricalQuantile = SIMP ( statut = "o",
+                                                         typ = 'R',
+                                                         defaut = 0.0,
+                                                         max = 1,
+                                                         val_min = 0.0,
+                                                         val_max = 1.0,
+                                                         fr = "Quantile empirique",
+                                                         ang = "Empirical quantile",
+                                                         ),
+
+                              AnalysedCorrelations = SIMP ( statut = "o",
+                                                            typ = 'TXM',
+                                                            into = ( 'yes', 'no' ),
+                                                            defaut = 'no',
+                                                            max = 1,
+                                                            fr = "Correlations analysees",
+                                                            ang = "Analysed correlations",
+                                                            ),
+
+                              KernelSmoothing = SIMP ( statut = "o",
+                                                       typ = 'TXM',
+                                                       into = ( 'yes', 'no' ),
+                                                       defaut = 'no',
+                                                       max = 1,
+                                                       fr = "Kernel smoothing de l'echantillon",
+                                                       ang = "Kernel smoothing of the sample",
+                                                       ),
+
+                      ), # Fin FACT Result
+                                                               
+                  ), # Fin BLOC RandomSamplingSettings
+
+  ), # Fin BLOC CentralUncertainty
+
+
+
+
+  ThresholdExceedence = BLOC ( condition = " Type in ( 'Threshold Exceedence', ) ",
+
+         Event =  FACT ( statut = "o",
+                         min = 1,
+                         max = 1,
+
+                         Threshold = SIMP ( statut = "o",
+                                            typ = "R",
+                                            max = 1,
+                                            fr = "Le seuil de defaillance",
+                                            ang = "Failure threshold",
+                                            ),
+
+                         ComparisonOperator = SIMP ( statut = "o",
+                                                     typ = "TXM",
+                                                     max = 1,
+                                                     into = ( "Less", "LessOrEqual", "Equal", "GreaterOrEqual", "Greater" ),
+                                                     fr = "Que faut-il ne pas depasser : un maximum ou un minimum",
+                                                     ang = "What is the failure threshold : maximum or minimum",
+                                                     ),
+         ), # Fin FACT Event
+                         
+
+         Method = SIMP ( statut = "o",
+                         typ = "TXM",
+                         into = ( "Simulation", "Analytical" ),
+                         fr = "Methode",
+                         ang = "Method",
+                         ),
+
+         SimulationSettings = BLOC ( condition = " Method in ( 'Simulation', ) ",
+
+               Algorithm = SIMP ( statut = "o",
+                                  typ = "TXM",
+                                  into = ( "MonteCarlo", "LHS", "ImportanceSampling" ),
+                                  fr = "Algorithme de simulation",
+                                  ang = "Simulation algorithm",
+                                  ),
+
+                                 
+               RandomGenerator = FACT ( statut = "o",
+                                        min = 1,
+                                        max = 1,
+
+                           SeedToBeSet = SIMP ( statut = "o",
+                                                typ = 'TXM',
+                                                into = ( 'yes', 'no' ),
+                                                defaut = 'no',
+                                                max = 1,
+                                                fr = "La racine du generateur aleatoire doit-elle etre positionnee ?",
+                                                ang = "Does the random generator seed need to be set ?",
+                                                ),
+
+                           SeedSettings = BLOC ( condition = " SeedToBeSet in ( 'yes', ) ",
+
+                                                 RandomGeneratorSeed = SIMP ( statut = "o",
+                                                                              typ = "I",
+                                                                              max = 1,
+                                                                              fr = "Racine du generateur aleatoire",
+                                                                              ang = "Random generator seed",
+                                                                              ),
+
+                                               ), # Fin BLOC SeedSettings
+
+               ), # Fin FACT RandomGenerator
+
+
+               BlockSize = SIMP ( statut = "f",
+                                  typ = "I",
+                                  max = 1,
+                                  val_min = 1,
+                                  defaut = 1,
+                                  fr = "Nombre de calculs realises en bloc",
+                                  ang = "Number of computations as a block",
+                                  ),
+
+               MaximumOuterSampling = SIMP ( statut = "o",
+                                             typ = "I",
+                                             max = 1,
+                                             val_min = 1,
+                                             fr = "Maximum d'iterations externes",
+                                             ang = "Maximum outer Sampling value",
+                                             ),
+
+               MaximumCoefficientOfVariation = SIMP ( statut = "f",
+                                                      typ = "R",
+                                                      max = 1,
+                                                      defaut = 0.1,
+                                                      val_min = 0.0,
+                                                      fr = " maximum ...",
+                                                      ang = "Absolute maximum ...."
+                                                      ),
+
+               ImportanceSamplingSettings = BLOC ( condition = " Algorithm in ( 'ImportanceSampling', ) ",
+
+                            MeanVector = SIMP ( statut = "o",
+                                                typ = "R",
+                                                max = "**",
+                                                fr = "Moyenne",
+                                                ang = "Mean vector",
+                                                ),
+
+                            Correlation = SIMP ( statut = "o",
+                                                 typ = 'TXM',
+                                                 into = ( 'Independent', 'Linear' ),
+                                                 defaut = 'Linear',
+                                                 max = 1,
+                                                 fr = "Le type de correlation entre les variables",
+                                                 ang = "Correlation between variables",
+                                                 ),
+
+               ), # Fin BLOC ImportanceSamplingSettings
+
+               Result = FACT ( statut = "o",
+                                      min = 1,
+                                      max = "**",
+
+                    Probability = SIMP ( statut = "o",
+                                         typ = 'TXM',
+                                         into = ( 'yes', ),
+                                         defaut = 'yes',
+                                         max = 1,
+                                         fr = "Probabiblite",
+                                         ang = "Probability",
+                                         ),
+
+                    ConfidenceInterval = SIMP ( statut = "o",
+                                                typ = 'TXM',
+                                                into = ( 'yes', 'no' ),
+                                                defaut = 'yes',
+                                                max = 1,
+                                                fr = "Ecart-type empirique",
+                                                ang = "Empirical standard deviation",
+                                                ),
+
+                    ConfidenceIntervalSettings = BLOC ( condition = " ConfidenceInterval in ( 'yes', ) ",
+
+                          Level = SIMP ( statut = "o",
+                                         typ = 'R',
+                                         defaut = 0.0,
+                                         max = 1,
+                                         val_min = 0.0,
+                                         val_max = 1.0,
+                                         fr = "Niveau de confiance",
+                                         ang = "Confidence level",
+                                         ),
+                                                     
+                    ), # Fin BLOC ConfidenceIntervalSettings
+                               
+                    VariationCoefficient = SIMP ( statut = "o",
+                                                  typ = 'TXM',
+                                                  into = ( 'yes', 'no' ),
+                                                  defaut = 'yes',
+                                                  max = 1,
+                                                  fr = "Coefficient de variation",
+                                                  ang = "VariationCoefficient",
+                                                  ),
+
+                    IterationNumber = SIMP ( statut = "o",
+                                             typ = 'TXM',
+                                             into = ( 'yes', 'no' ),
+                                             defaut = 'yes',
+                                             max = 1,
+                                             fr = "Nombre d'iterations",
+                                             ang = "Iteration number",
+                                             ),
+
+                    ConvergenceGraph = SIMP ( statut = "o",
+                                             typ = 'TXM',
+                                             into = ( 'yes', 'no' ),
+                                             defaut = 'yes',
+                                             max = 1,
+                                             fr = "Graphe de convergence",
+                                             ang = "Convergence graph",
+                                             ),
+
+               ), # Fin FACT Result
+                                                               
+
+
+         ), # Fin BLOC SimulationSettings
+
+
+                               
+         AnalyticalSettings = BLOC ( condition = " Method in ( 'Analytical', ) ",
+
+                Approximation = SIMP ( statut = "o",
+                                       typ = "TXM",
+                                       into = ( "FORM", "SORM" ),
+                                       fr = "Approximation",
+                                       ang = "Approximation",
+                                       ),
+
+                OptimizationAlgorithm = SIMP ( statut = "o",
+                                               typ = "TXM",
+                                               into = ( "Cobyla", "AbdoRackwitz" ),
+                                               fr = "Methode d'optimisation",
+                                               ang = "Optimisation method",
+                                               ),
+
+                                     
+                PhysicalStartingPoint = SIMP ( statut = "f",
+                                               typ = "R",
+                                               max = "**",
+                                               fr = "Point de demarrage de l'algorithme iteratif",
+                                               ang = "Initial point for iterative process",
+                                               ),
+
+                MaximumIterationsNumber = SIMP ( statut = "f",
+                                                 typ = "I",
+                                                 max = 1,
+                                                 val_min = 1,
+                                                 fr = "Nombre maximum d iterations",
+                                                 ang = "Maximum number of iterations",
+                                                 ),
+
+                regles = ( EXCLUS ( "MaximumAbsoluteError", "RelativeAbsoluteError" ),  ),
+                                     
+                MaximumAbsoluteError = SIMP ( statut = "f",
+                                              typ = "R",
+                                              max = 1,
+                                              defaut = 1E-6,
+                                              val_min = 0.0,
+                                              fr = "Distance maximum absolue entre 2 iterations successifs",
+                                              ang = "Absolute maximum distance between 2 successive iterates",
+                                              ),
+
+                RelativeAbsoluteError = SIMP ( statut = "f",
+                                               typ = "R",
+                                               max = 1,
+                                               defaut = 1E-6,
+                                               val_min = 0.0,
+                                               fr = "Distance maximum relative entre 2 iterations successives",
+                                               ang = "Relative maximum distance between 2 successive iterates",
+                                               ),
+                                     
+                MaximumConstraintError = SIMP ( statut = "f",
+                                                typ = "R",
+                                                max = 1,
+                                                val_min = 0.0,
+                                                fr = "Valeur maximum absolue de la fonction moins la valeur du niveau",
+                                                ang = "Maximum absolute value of the constraint function minus the level value",
+                                                ),
+
+                ImportanceSampling = SIMP ( statut = "o",
+                                            typ = 'TXM',
+                                            into = ( 'yes', 'no' ),
+                                            defaut = 'no',
+                                            max = 1,
+                                            fr = "Tirage d'importance au point de conception",
+                                            ang = "Importance sampling at design point",
+                                            ),
+
+                FORM = BLOC ( condition = " Approximation in ( 'FORM', ) ",
+
+                    Probability = SIMP ( statut = "o",
+                                         typ = 'TXM',
+                                         into = ( 'yes', ),
+                                         defaut = 'yes',
+                                         max = 1,
+                                         fr = "Probabiblite",
+                                         ang = "Probability",
+                                         ),
+
+                    DesignPoint = SIMP ( statut = "o",
+                                         typ = 'TXM',
+                                         into = ( 'yes', 'no' ),
+                                         defaut = 'yes',
+                                         max = 1,
+                                         fr = "Point de conception",
+                                         ang = "Design point",
+                                         ),
+
+                    HasReliabilityIndex = SIMP ( statut = "o",
+                                                 typ = 'TXM',
+                                                 into = ( 'yes', 'no' ),
+                                                 defaut = 'yes',
+                                                 max = 1,
+                                                 fr = "Indice de fiabilite",
+                                                 ang = "Reliability index",
+                                                 ),
+
+                    ImportanceFactor = SIMP ( statut = "o",
+                                              typ = 'TXM',
+                                              into = ( 'yes', 'no' ),
+                                              defaut = 'no',
+                                              max = 1,
+                                              fr = "Facteur d'importance pour variable de sortie scalaire",
+                                              ang = "ImportanceFactor",
+                                              ),
+
+                    ImportanceFactorSettings = BLOC ( condition = " ImportanceFactor in ( 'yes', ) ",
+
+                            NumericalResults  = SIMP ( statut = "o",
+                                                       typ = 'TXM',
+                                                       into = ( 'yes', 'no' ),
+                                                       defaut = 'yes',
+                                                       max = 1,
+                                                       fr = "Resultats numeriques",
+                                                       ang = "NumericalResults",
+                                                       ),
+
+                             GraphicalResults  = SIMP ( statut = "o",
+                                                        typ = 'TXM',
+                                                        into = ( 'yes', 'no' ),
+                                                        defaut = 'no',
+                                                        max = 1,
+                                                        fr = "Resultats graphiques",
+                                                        ang = "GraphicalResults",
+                                                        ),
+
+                    ), # Fin BLOC ImportanceFactorSettings
+
+
+                    SensitivityAnalysis = SIMP ( statut = "o",
+                                                 typ = 'TXM',
+                                                 into = ( 'yes', 'no' ),
+                                                 defaut = 'no',
+                                                 max = 1,
+                                                 fr = "Analyse de sensibilite",
+                                                 ang = "Sensitivity analysis",
+                                                 ),
+
+                    SensitivityAnalysisSettings = BLOC ( condition = " SensitivityAnalysis in ( 'yes', ) ",
+
+                            HasoferReliabilityIndex = SIMP ( statut = "o",
+                                                             typ = 'TXM',
+                                                             into = ( 'yes', 'no' ),
+                                                             defaut = 'no',
+                                                             max = 1,
+                                                             fr = "Indice de fiabilite de Hasofer",
+                                                             ang = "Hasofer reliability index",
+                                                             ),
+        
+                            HasoferReliabilityIndexSettings = BLOC ( condition = " HasoferReliabilityIndex in ( 'yes', ) ",
+        
+                                    NumericalResults  = SIMP ( statut = "o",
+                                                               typ = 'TXM',
+                                                               into = ( 'yes', 'no' ),
+                                                               defaut = 'yes',
+                                                               max = 1,
+                                                               fr = "Resultats numeriques",
+                                                               ang = "NumericalResults",
+                                                               ),
+        
+                                     GraphicalResults  = SIMP ( statut = "o",
+                                                                typ = 'TXM',
+                                                                into = ( 'yes', 'no' ),
+                                                                defaut = 'no',
+                                                                max = 1,
+                                                                fr = "Resultats graphiques",
+                                                                ang = "GraphicalResults",
+                                                                ),
+
+                            ), # Fin BLOC HasoferReliabilityIndexSettings
+                                                         
+                    ), # Fin BLOC SensitivityAnalysisSettings
+
+                    FunctionCallsNumber = SIMP ( statut = "o",
+                                                 typ = 'TXM',
+                                                 into = ( 'yes', 'no' ),
+                                                 defaut = 'no',
+                                                 max = 1,
+                                                 fr = "Nombre d'appels a la fonction",
+                                                 ang = "Function calls number",
+                                                 ),
+
+
+                ), # Fin BLOC FORM
+
+
+                SORM = BLOC ( condition = " Approximation in ( 'SORM', ) ",
+
+
+                    TvedtApproximation = SIMP ( statut = "o",
+                                                typ = 'TXM',
+                                                into = ( 'yes', 'no' ),
+                                                defaut = 'no',
+                                                max = 1,
+                                                fr = "Approximation de Tvedt",
+                                                ang = "Tvedt approximation",
+                                                ),
+
+                    HohenBichlerApproximation = SIMP ( statut = "o",
+                                                       typ = 'TXM',
+                                                       into = ( 'yes', 'no' ),
+                                                       defaut = 'no',
+                                                       max = 1,
+                                                       fr = "Approximation de HohenBichler",
+                                                       ang = "HohenBichler approximation",
+                                                       ),
+
+                    BreitungApproximation = SIMP ( statut = "o",
+                                                   typ = 'TXM',
+                                                   into = ( 'yes', 'no' ),
+                                                   defaut = 'no',
+                                                   max = 1,
+                                                   fr = "Approximation de Breitung",
+                                                   ang = "Breitung approximation",
+                                                   ),
+
+                    DesignPoint = SIMP ( statut = "o",
+                                         typ = 'TXM',
+                                         into = ( 'yes', 'no' ),
+                                         defaut = 'yes',
+                                         max = 1,
+                                         fr = "Point de conception",
+                                         ang = "Design point",
+                                         ),
+
+                    ImportanceFactor = SIMP ( statut = "o",
+                                              typ = 'TXM',
+                                              into = ( 'yes', 'no' ),
+                                              defaut = 'no',
+                                              max = 1,
+                                              fr = "Facteur d'importance pour variable de sortie scalaire",
+                                              ang = "ImportanceFactor",
+                                              ),
+
+                    ImportanceFactorSettings = BLOC ( condition = " ImportanceFactor in ( 'yes', ) ",
+
+                            NumericalResults  = SIMP ( statut = "o",
+                                                       typ = 'TXM',
+                                                       into = ( 'yes', 'no' ),
+                                                       defaut = 'yes',
+                                                       max = 1,
+                                                       fr = "Resultats numeriques",
+                                                       ang = "NumericalResults",
+                                                       ),
+
+                             GraphicalResults  = SIMP ( statut = "o",
+                                                        typ = 'TXM',
+                                                        into = ( 'yes', 'no' ),
+                                                        defaut = 'no',
+                                                        max = 1,
+                                                        fr = "Resultats graphiques",
+                                                        ang = "GraphicalResults",
+                                                        ),
+
+                    ), # Fin BLOC ImportanceFactorSettings
+
+
+                    SensitivityAnalysis = SIMP ( statut = "o",
+                                                 typ = 'TXM',
+                                                 into = ( 'yes', 'no' ),
+                                                 defaut = 'no',
+                                                 max = 1,
+                                                 fr = "Analyse de sensibilite",
+                                                 ang = "Sensitivity analysis",
+                                                 ),
+
+                    SensitivityAnalysisSettings = BLOC ( condition = " SensitivityAnalysis in ( 'yes', ) ",
+
+                            HasoferReliabilityIndex = SIMP ( statut = "o",
+                                                             typ = 'TXM',
+                                                             into = ( 'yes', 'no' ),
+                                                             defaut = 'no',
+                                                             max = 1,
+                                                             fr = "Indice de fiabilite de Hasofer",
+                                                             ang = "Hasofer reliability index",
+                                                             ),
+        
+                            HasoferReliabilityIndexSettings = BLOC ( condition = " HasoferReliabilityIndex in ( 'yes', ) ",
+        
+                                    NumericalResults  = SIMP ( statut = "o",
+                                                               typ = 'TXM',
+                                                               into = ( 'yes', 'no' ),
+                                                               defaut = 'yes',
+                                                               max = 1,
+                                                               fr = "Resultats numeriques",
+                                                               ang = "NumericalResults",
+                                                               ),
+        
+                                     GraphicalResults  = SIMP ( statut = "o",
+                                                                typ = 'TXM',
+                                                                into = ( 'yes', 'no' ),
+                                                                defaut = 'no',
+                                                                max = 1,
+                                                                fr = "Resultats graphiques",
+                                                                ang = "GraphicalResults",
+                                                                ),
+
+                            ), # Fin BLOC HasoferReliabilityIndexSettings
+                                                         
+                    ), # Fin BLOC SensitivityAnalysisSettings
+
+                    FunctionCallsNumber = SIMP ( statut = "o",
+                                                 typ = 'TXM',
+                                                 into = ( 'yes', 'no' ),
+                                                 defaut = 'no',
+                                                 max = 1,
+                                                 fr = "Nombre d'appels a la fonction",
+                                                 ang = "Function calls number",
+                                                 ),
+
+
+                ), # Fin BLOC SORM
+
+
+                                     
+        ), # Fin BLOC AnalyticalSettings
+
+
+                               
+  ), # Fin BLOC ThresholdExceedence
+
+
+
+) # Fin PROC CRITERIA
+
+
+
+
+
+
+
index 8a16ff6228fe9e32773b5f66f1451ad3a3840a35..511e50a2ca550ec5782e33d181f61dfa0b9fafcc 100644 (file)
@@ -6,7 +6,7 @@ rep_cata=os.getcwd()
 catalogues = (
 # (code,version,catalogue,formatIn,formatOut)
   #('OPENTURNS_WRAPPER','V1',os.path.join(rep_cata,'OpenTURNS_Cata_Wrapper_V1.py'),'openturns_wrapper','wrapper'),
-  ('OPENTURNS_STUDY','V1',os.path.join(rep_cata,'OpenTURNS_Cata_Study.py'),'openturns_study','wrapper'),
+  ('OPENTURNS_STUDY','V2',os.path.join(rep_cata,'OpenTURNS_Cata_Study_V2.py'),'openturns_study','wrapper'),
   #('OPENTURNS','Wrapper',os.path.join(rep_cata,'OpenTURNS_Cata_Wrapper_V1.py'),'openturns'),
 )
 
diff --git a/Openturns_Study/test/MinMax_ExpPlane.comm b/Openturns_Study/test/MinMax_ExpPlane.comm
new file mode 100644 (file)
index 0000000..6f671ab
--- /dev/null
@@ -0,0 +1,17 @@
+
+LOG(DebugMessages='no',
+    WrapperMessages='no',
+    UserMessages='no',
+    InfoMessages='yes',
+    WarningMessages='yes',
+    ErrorMessages='yes',);
+
+MODEL(Name='poutre',);
+
+CRITERIA(Type='Min/Max',
+         Method='Experiment Plane',
+         ExperimentPlane='Axial',
+         Levels=(1.0,2.0,5.0,),
+         UnitsPerDimension=(100.0,5.0,0.5,1e-07,),
+         Center=(3000000000.0,300.0,2.5,4e-06,),
+         Result='Min/Max',);
diff --git a/Openturns_Study/test/MinMax_ExpPlane.py b/Openturns_Study/test/MinMax_ExpPlane.py
new file mode 100644 (file)
index 0000000..098c853
--- /dev/null
@@ -0,0 +1,68 @@
+#! /usr/bin/env python
+
+# Chargement du module systeme
+import sys
+sys.path.append( '/local00/home/dutka/OpenTURNS/trunk/build/install/lib/python2.4/site-packages/openturns' )
+
+# Chargement du module Open TURNS
+from openturns import *
+
+# Definit le niveau d'affichage de la log
+flags = Log.NONE
+flags = flags + Log.WARN
+flags = flags + Log.ERROR
+flags = flags - Log.WRAPPER
+flags = flags + Log.INFO
+flags = flags - Log.USER
+flags = flags - Log.DBG
+Log.Show( flags )
+
+# Etude 'Min/Max'
+# Charge le modele physique
+model = NumericalMathFunction( 'poutre' )
+n = model.getInputNumericalPointDimension()
+
+# Etude par plan d'experience
+# Definit les niveaux de la structure de grille
+levels = NumericalPoint( 3 )
+levels[0] = 1
+levels[1] = 2
+levels[2] = 5
+
+# Cree le plan d'experience centre reduit
+myCenteredReductedGrid = Axial(n, levels)
+myExperimentPlane = myCenteredReductedGrid.generate()
+
+# Definit les facteurs d'echelle dans chaque direction
+scaledVector = NumericalPoint( n )
+scaledVector[0] = 100
+scaledVector[1] = 5
+scaledVector[2] = 0.5
+scaledVector[3] = 1e-07
+myExperimentPlane.scale( scaledVector )
+
+# Definit le vecteur de translation
+translationVector = NumericalPoint( n )
+translationVector[0] = 3e+09
+translationVector[1] = 300
+translationVector[2] = 2.5
+translationVector[3] = 4e-06
+myExperimentPlane.translate( translationVector )
+
+
+inputSample = myExperimentPlane
+
+# Calcul
+outputSample = model( inputSample )
+
+# Resultats
+minValue = outputSample.getMin()
+maxValue = outputSample.getMax()
+
+print 'minValue = ', minValue
+print 'maxValue = ', maxValue
+
+
+
+# Terminaison du fichier
+sys.exit( 0 )
diff --git a/Openturns_Study/test/MinMax_RandomSampling.comm b/Openturns_Study/test/MinMax_RandomSampling.comm
new file mode 100644 (file)
index 0000000..e9ed474
--- /dev/null
@@ -0,0 +1,30 @@
+
+LOG(DebugMessages='no',
+    WrapperMessages='no',
+    UserMessages='no',
+    InfoMessages='yes',
+    WarningMessages='yes',
+    ErrorMessages='yes',);
+
+MODEL(Name='poutre',);
+
+L_E=DISTRIBUTION(Kind='Normal',
+                 Mu=0.1,
+                 Sigma=0.1,);
+
+L_F=DISTRIBUTION(Kind='Exponential',
+                 Lambda=1.0,
+                 Gamma=2.0,);
+
+L_L=DISTRIBUTION(Kind='MultiNomial',
+                 N=1,
+                 Values=1.0,);
+
+L_I=DISTRIBUTION(Kind='Uniform',
+                 A=10.0,
+                 B=20.0,);
+
+CRITERIA(Type='Min/Max',
+         Method='Random Sampling',
+         PointsNumber=1000,
+         Result='Min/Max',);
index 3501a91acea4f1a2fdb350111b625fdf6fe50b88..dba6a227446af71bb28de9ff49d108ad6b34abaa 100644 (file)
@@ -21,7 +21,7 @@ class StudyFileGenerationError:
 raise StudyFileGenerationError, "The study file was not generated"
 """
 
-enteteSTD = """#! /usr/bin/env python
+headerSTD = """#! /usr/bin/env python
 
 # Chargement du module systeme
 import sys
@@ -32,7 +32,7 @@ from openturns import *
 
 """
 
-piedDePageSTD = """
+footerSTD = """
 
 # Terminaison du fichier
 sys.exit( 0 )
@@ -84,6 +84,13 @@ class STDGenerateur :
       "minValue" : "minValue",
       "maxValue" : "maxValue",
       "flags" : "flags",
+      "inSize" : "inSize",
+      "distribution" : "distribution",
+      "marginal" : "marginal",
+      "collection" : "collection",
+      "copula" : "copula",
+      "inputRandomVector" : "inputRandomVector",
+      "outputRandomVector" : "outputRandomVector",
       }
 
     # Ce dictionnaire fait la correspondance entre le mot-clef du catalogue et le flag de la bibliotheque
@@ -113,11 +120,11 @@ class STDGenerateur :
     
     return self.texteSTD
 
-  def Entete (self) :
+  def Header (self) :
     '''
     Imprime l entete commun a tous les fichiers
     '''
-    txt  = enteteSTD % self.OpenTURNS_path
+    txt  = headerSTD % self.OpenTURNS_path
     txt += "# Definit le niveau d'affichage de la log\n"
     txt += "%s = Log.NONE\n" % self.variable["flags"]
     for flag in self.logFlags.keys():
@@ -131,17 +138,17 @@ class STDGenerateur :
     txt += "\n"
     return txt
 
-  def PiedDePage (self) :
+  def Footer (self) :
     '''
     Imprime le pied de page commun a tous les fichiers
     '''
-    return piedDePageSTD
+    return footerSTD
 
   def MinMax (self):
     '''
     Produit le fichier study correspondant a une analyse Min/Max
     '''
-    txt  = self.Entete()
+    txt  = self.Header()
     txt += "# Etude 'Min/Max'\n"
 
     txt += self.Model()
@@ -160,7 +167,7 @@ class STDGenerateur :
     txt += self.MinMaxComputation()
     txt += self.MinMaxResult()
     
-    txt += self.PiedDePage()
+    txt += self.Footer()
     return txt
 
   def Model (self):
@@ -186,13 +193,67 @@ class STDGenerateur :
     txt += self.CenteredReductedGrid()
     txt += self.ScaledVector()
     txt += self.TranslationVector()
+    txt += "%s = %s\n" % (self.variable["inputSample"], self.variable["myExperimentPlane"])
+    txt += "\n"
     return txt
 
   def RandomSampling (self):
     '''
     Etude par echantillonage aleatoire
     '''
+    size = 0
+    if ( self.DictMCVal.has_key( 'PointsNumber' ) ):
+      size =  self.DictMCVal[ 'PointsNumber' ]
+
     txt  = "# Etude par echantillonage aleatoire\n"
+    txt += self.InputDistribution()
+    txt += self.InputRandomVector()
+    txt += "%s = %d\n" % (self.variable["inSize"], size)
+    txt += "%s = %s.getNumericalSample( %s )\n" % (self.variable["inputSample"], self.variable["inputRandomVector"], self.variable["inSize"])
+    txt += "\n"
+    return txt
+
+  def InputDistribution (self):
+    '''
+    Cree la loi jointe des variables d entree
+    '''
+    txt  = "# Definit la loi jointe des variables d'entree\n"
+    txt += "%s = DistributionCollection( %d )\n" % (self.variable["collection"], len( self.DictLois ))
+    txt += "\n"
+    i = 0
+    for concept in self.DictLois.keys():
+      loi = self.DictLois[ concept ]
+      if loi.has_key( 'Kind' ):
+        marginale = "%s_%d" % (self.variable["marginal"], i)
+        txt += "# Definit la loi marginale de la composante %d\n" % i
+        txt += "%s = %s\n" % (marginale, apply( STDGenerateur.__dict__[ loi[ 'Kind' ] ], (self, loi, i, self.variable["collection"]) ))
+        txt += "%s[ %d ] = Distribution( %s )\n" % (self.variable["collection"], i, marginale)
+        txt += "\n"
+        i += 1
+
+    txt += self.Copula()
+
+    txt += "# Definit la loi jointe\n"
+    txt += "%s = ComposedDistribution( %s, Copula( %s ) )\n" % (self.variable["distribution"], self.variable["collection"], self.variable["copula"])
+    txt += "\n"
+    return txt
+
+  def Copula (self):
+    '''
+    Cree la copule de la loi jointe
+    '''
+    txt  = "# Definit la copule de la loi jointe\n"
+    txt += "%s = IndependentCopula()\n" % self.variable["copula"]
+    txt += "\n"
+    return txt
+
+  def InputRandomVector (self):
+    '''
+    Cree le vector aleatoire d entree
+    '''
+    txt  = "# Definit le vecteur aleatoire d'entree\n"
+    txt += "%s = RandomVector( %s )\n" % (self.variable["inputRandomVector"], self.variable["distribution"])
+    txt += "\n"
     return txt
 
   def ScaledVector (self):
@@ -264,7 +325,6 @@ class STDGenerateur :
     Realise le calcul deterministe
     '''
     txt  = "# Calcul\n"
-    txt += "%s = %s\n" % (self.variable["inputSample"], self.variable["myExperimentPlane"])
     txt += "%s = %s( %s )\n" % (self.variable["outputSample"], self.variable["model"], self.variable["inputSample"])
     txt += "\n"
     return txt
@@ -286,18 +346,219 @@ class STDGenerateur :
     '''
     Produit le fichier study correspondant a une analyse d incertitude en valeur centrale
     '''
-    txt  = self.Entete()
+    txt  = self.Header()
     txt += "# Etude 'Central Uncertainty'\n\n"
-    txt += self.PiedDePage()
+    txt += self.Footer()
     return txt
 
   def ThresholdExceedence (self):
     '''
     Produit le fichier study correspondant a une analyse de depassement de seuil
     '''
-    txt  = self.Entete()
+    txt  = self.Header()
     txt += "# Etude 'Threshold Exceedence'\n\n"
-    txt += self.PiedDePage()
+    txt += self.Footer()
     return txt
 
+  def Beta (self, loi, i, collection):
+    '''
+    Definition de la loi Beta
+    '''
+    settings = {
+      "RT" : "Beta.RT",
+      "MuSigma" : "Beta.MUSIGMA",
+      }
+    if loi[ 'Settings' ] == 'RT' :
+      arg1 = loi[ 'R' ]
+      arg2 = loi[ 'T' ]
+    else :
+      arg1 = loi[ 'Mu'    ]
+      arg2 = loi[ 'Sigma' ]
+      
+    arg3 = loi[ 'A' ]
+    arg4 = loi[ 'B' ]
+    txt = "Beta( %g, %g, %g, %g, %s )" % (arg1, arg2, arg3, arg4, settings[ loi[ 'Settings' ] ])
+    return txt
+  
+  def Exponential (self, loi, i, collection):
+    '''
+    Definition de la loi Exponential
+    '''
+    arg1 = loi[ 'Lambda' ]
+    arg2 = loi[ 'Gamma'  ]
+    txt = "Exponential( %g, %g )" % (arg1, arg2)
+    return txt
   
+  def Gamma (self, loi, i, collection):
+    '''
+    Definition de la loi Gamma
+    '''
+    settings = {
+      "KLambda" : "Gamma.KLAMBDA",
+      "MuSigma" : "Gamma.MUSIGMA",
+    }
+    if loi[ 'Settings' ] == 'KLambda' :
+      arg1 = loi[ 'K'      ]
+      arg2 = loi[ 'Lambda' ]
+    else :
+      arg1 = loi[ 'Mu'    ]
+      arg2 = loi[ 'Sigma' ]
+      
+    arg3 = loi[ 'Gamma' ]
+    txt = "Gamma( %g, %g, %g, %s )" % (arg1, arg2, arg3, settings[ loi[ 'Settings' ] ])
+    return txt
+
+  def Geometric (self, loi, i, collection):
+    '''
+    Definition de la loi Geometric
+    '''
+    txt = "Geometric( %g )" % loi[ 'P' ]
+    return txt
+
+  def Gumbel (self, loi, i, collection):
+    '''
+    Definition de la loi Gumbel
+    '''
+    settings = {
+      "AlphaBeta" : "Gamma.ALPHABETA",
+      "MuSigma" : "Gamma.MUSIGMA",
+    }
+    if loi[ 'Settings' ] == 'AlphaBeta' :
+      arg1 = loi[ 'Alpha' ]
+      arg2 = loi[ 'Beta'  ]
+    else :
+      arg1 = loi[ 'Mu'    ]
+      arg2 = loi[ 'Sigma' ]
+      
+    txt = "Gamma( %g, %g, %s )" % (arg1, arg2, settings[ loi[ 'Settings' ] ])
+    return txt
+
+  def Histogram (self, loi, i, collection):
+    '''
+    Definition de la loi Histogram
+    '''
+    txt = "** Histogram not defined yet **"
+    return txt
+
+  def Logistic (self, loi, i, collection):
+    '''
+    Definition de la loi Logistic
+    '''
+    arg1 = loi[ 'Alpha' ]
+    arg2 = loi[ 'Beta'  ]
+    txt = "Logistic( %g, %g )" % (arg1, arg2)
+    return txt
+
+  def LogNormal (self, loi, i, collection):
+    '''
+    Definition de la loi LogNormal
+    '''
+    settings = {
+      "MuSigmaLog" : "LogNormal.MUSIGMA_LOG",
+      "MuSigma" : "LogNormal.MUSIGMA",
+      "MuSigmaOverMu" : "LogNormal.MU_SIGMAOVERMU",
+    }
+    if loi[ 'Settings' ] == 'MuSigmaLog' :
+      arg1 = loi[ 'MuLog' ]
+      arg2 = loi[ 'SigmaLog' ]
+    elif loi[ 'Settings' ] == 'MuSigmaOverMu' :
+      arg1 = loi[ 'Mu' ]
+      arg2 = loi[ 'SigmaOverMu' ]
+    else :
+      arg1 = loi[ 'Mu'    ]
+      arg2 = loi[ 'Sigma' ]
+      
+    arg3 = loi[ 'Gamma' ]
+    txt = "LogNormal( %g, %g, %g, %s )" % (arg1, arg2, arg3, settings[ loi[ 'Settings' ] ])
+    return txt
+
+  def MultiNomial (self, loi, i, collection):
+    '''
+    Definition de la loi MultiNomial
+    '''
+    arg1 = loi[ 'Values' ]
+    arg2 = loi[ 'N' ]
+    txt = "MultiNomial( NumericalPoint( %s ) , %d)" % (arg1, arg2)
+    return txt
+
+  def Normal (self, loi, i, collection):
+    '''
+    Definition de la loi Normal
+    '''
+    arg1 = loi[ 'Mu'    ]
+    arg2 = loi[ 'Sigma' ]
+    txt = "Normal( %g, %g )" % (arg1, arg2)
+    return txt
+
+  def TruncatedNormal (self, loi, i, collection):
+    '''
+    Definition de la loi TruncatedNormal
+    '''
+    arg1 = loi[ 'MuN' ]
+    arg2 = loi[ 'SigmaN' ]
+    arg3 = loi[ 'A' ]
+    arg4 = loi[ 'B' ]
+    txt = "TruncatedNormal( %g, %g, %g, %g )" % (arg1, arg2, arg3, arg4)
+    return txt
+
+  def Poisson (self, loi, i, collection):
+    '''
+    Definition de la loi 
+    '''
+    txt = "Poisson( %g )" % loi[ 'Lambda' ]
+    return txt
+
+  def Student (self, loi, i, collection):
+    '''
+    Definition de la loi Student
+    '''
+    arg1 = loi[ 'Mu' ]
+    arg2 = loi[ 'Nu' ]
+    txt = "Student( %g, %g )" % (arg1, arg2)
+    return txt
+
+  def Triangular (self, loi, i, collection):
+    '''
+    Definition de la loi Triangular
+    '''
+    arg1 = loi[ 'A' ]
+    arg2 = loi[ 'M' ]
+    arg3 = loi[ 'B' ]
+    txt = "Triangular( %g, %g, %g )" % (arg1, arg2, arg3)
+    return txt
+
+  def Uniform (self, loi, i, collection):
+    '''
+    Definition de la loi Uniform
+    '''
+    arg1 = loi[ 'A' ]
+    arg2 = loi[ 'B' ]
+    txt = "Uniform( %g, %g )" % (arg1, arg2)
+    return txt
+
+  def UserDefined (self, loi, i, collection):
+    '''
+    Definition de la loi UserDefined
+    '''
+    txt = "** UserDefined not defined yet **"
+    return txt
+
+  def Weibull (self, loi, i, collection):
+    '''
+    Definition de la loi Weibull
+    '''
+    settings = {
+      "AlphaBeta" : "Weibull.ALPHABETA",
+      "MuSigma" : "Weibull.MUSIGMA",
+    }
+    if loi[ 'Settings' ] == 'AlphaBeta' :
+      arg1 = loi[ 'Alpha' ]
+      arg2 = loi[ 'Beta'  ]
+    else :
+      arg1 = loi[ 'Mu'    ]
+      arg2 = loi[ 'Sigma' ]
+      
+    arg3 = loi[ 'Gamma' ]
+    txt = "Weibull( %g, %g, %s )" % (arg1, arg2, arg3, settings[ loi[ 'Settings' ] ])
+    return txt
+