src/daEficas/generator_adao.py

   1 # -*- coding: utf-8 -*-
   2 #
   3 # Copyright (C) 2008-2024 EDF R&D
   4 #
   5 # This file is part of SALOME ADAO module
   6 #
   7 # This library is free software; you can redistribute it and/or
   8 # modify it under the terms of the GNU Lesser General Public
   9 # License as published by the Free Software Foundation; either
  10 # version 2.1 of the License.
  11 #
  12 # This library is distributed in the hope that it will be useful,
  13 # but WITHOUT ANY WARRANTY; without even the implied warranty of
  14 # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
  15 # Lesser General Public License for more details.
  16 #
  17 # You should have received a copy of the GNU Lesser General Public
  18 # License along with this library; if not, write to the Free Software
  19 # Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA  02111-1307 USA
  20 #
  21 # See http://www.salome-platform.org/ or email : webmaster.salome@opencascade.com
  22 #
  23 # Author: André Ribes, andre.ribes@edf.fr, EDF R&D
  24
  25 from generator.generator_python import PythonGenerator
  26 import logging
  27
  28 def entryPoint():
  29    """
  30       Retourne les informations necessaires pour le chargeur de plugins
  31
  32       Ces informations sont retournees dans un dictionnaire
  33    """
  34    return {
  35         # Le nom du plugin
  36         'name' : 'adao',
  37         # La factory pour creer une instance du plugin
  38           'factory' : AdaoGenerator,
  39           }
  40
  41 class AdaoGenerator(PythonGenerator):
  42
  43   def __init__(self,cr=None):
  44     PythonGenerator.__init__(self, cr)
  45     self.dictMCVal={}
  46     self.text_comm = ""
  47     self.text_da = ""
  48     self.text_da_status = False
  49     self.logger = logging.getLogger('ADAO EFICAS GENERATOR')
  50     self.logger.setLevel(logging.INFO)
  51     ch = logging.StreamHandler()
  52     ch.setLevel(logging.INFO)
  53     formatter = logging.Formatter("%(name)s - %(levelname)s - %(message)s")
  54     ch.setFormatter(formatter)
  55     self.logger.addHandler(ch)
  56
  57   def gener(self,obj,format='brut',config=None,appliEficas=None):
  58     self.logger.debug("method gener called")
  59     self.text_comm = PythonGenerator.gener(self, obj, format, config, appliEficas)
  60     for key, value in self.dictMCVal.items():
  61       self.logger.debug("dictMCVAl %s %s" % (key,value))
  62
  63     try :
  64       self.text_da_status = False
  65       self.generate_da()
  66       self.text_da_status = True
  67     except:
  68       self.logger.debug("EFICAS case is not valid, python command file for YACS schema generation cannot be created")
  69       self.logger.debug(self.text_da)
  70       self.dictMCVal = {}
  71       # import traceback ; traceback.print_exc()
  72     return self.text_comm
  73
  74   def writeDefault(self, fn):
  75     if self.text_da_status:
  76       self.logger.debug("write adao python command file")
  77       filename = fn[:fn.rfind(".")] + '.py'
  78       #~ f = open( str(filename), 'wb')
  79       f = open( str(filename), 'w')
  80       f.write( self.text_da )
  81       f.close()
  82
  83   def generMCSIMP(self,obj) :
  84     """
  85     Convertit un objet MCSIMP en texte python
  86     """
  87     clef=""
  88     for i in obj.getGenealogie() :
  89       clef=clef+"__"+i
  90     self.dictMCVal[clef]=obj.valeur
  91
  92     s=PythonGenerator.generMCSIMP(self,obj)
  93     return s
  94
  95   def generate_da(self):
  96
  97     self.text_da += "#-*- coding: utf-8 -*-\n"
  98     self.text_da += "study_config = {}\n"
  99
 100     # Extraction de Study_type
 101     if "__CHECKING_STUDY__StudyName" in self.dictMCVal.keys():
 102       self.type_of_study = "CHECKING_STUDY"
 103       self.text_da += "study_config['StudyType'] = '\"CHECKING_STUDY\"'\n"
 104     elif "__OPTIMIZATION_STUDY__StudyName" in self.dictMCVal.keys():
 105       self.type_of_study = "OPTIMIZATION_STUDY"
 106       self.text_da += "study_config['StudyType'] = '\"ASSIMILATION_STUDY\"'\n"
 107     elif "__REDUCTION_STUDY__StudyName" in self.dictMCVal.keys():
 108       self.type_of_study = "REDUCTION_STUDY"
 109       self.text_da += "study_config['StudyType'] = '\"ASSIMILATION_STUDY\"'\n"
 110     else:
 111       self.type_of_study = "ASSIMILATION_STUDY"
 112       self.text_da += "study_config['StudyType'] = '\"ASSIMILATION_STUDY\"'\n"
 113
 114     # Extraction de StudyName
 115     self.text_da += "study_config['Name'] = '" + self.dictMCVal["__"+self.type_of_study+"__StudyName"] + "'\n"
 116     # Extraction de Debug
 117     if "__"+self.type_of_study+"__Debug" in self.dictMCVal.keys():
 118       self.text_da += "study_config['Debug'] = '" + str(self.dictMCVal["__"+self.type_of_study+"__Debug"]) + "'\n"
 119     else:
 120       self.text_da += "study_config['Debug'] = '0'\n"
 121
 122     # Extraction de Algorithm et de ses parametres
 123     if "__"+self.type_of_study+"__AlgorithmParameters__Algorithm" in self.dictMCVal.keys():
 124       self.text_da += "study_config['Algorithm'] = '" + self.dictMCVal["__"+self.type_of_study+"__AlgorithmParameters__Algorithm"] + "'\n"
 125       self.add_AlgorithmParameters()
 126     elif "__"+self.type_of_study+"__Algorithm" in self.dictMCVal.keys():
 127       self.text_da += "study_config['Algorithm'] = '" + self.dictMCVal["__"+self.type_of_study+"__Algorithm"] + "'\n"
 128
 129     if "__"+self.type_of_study+"__Background__INPUT_TYPE" in self.dictMCVal.keys():
 130       self.add_data("Background")
 131     if "__"+self.type_of_study+"__BackgroundError__INPUT_TYPE" in self.dictMCVal.keys():
 132       self.add_data("BackgroundError")
 133     if "__"+self.type_of_study+"__Observation__INPUT_TYPE" in self.dictMCVal.keys():
 134       self.add_data("Observation")
 135     if "__"+self.type_of_study+"__ObservationError__INPUT_TYPE" in self.dictMCVal.keys():
 136       self.add_data("ObservationError")
 137     if "__"+self.type_of_study+"__CheckingPoint__INPUT_TYPE" in self.dictMCVal.keys():
 138       self.add_data("CheckingPoint")
 139     if "__"+self.type_of_study+"__ObservationOperator__INPUT_TYPE" in self.dictMCVal.keys():
 140       self.add_data("ObservationOperator")
 141     if "__"+self.type_of_study+"__EvolutionModel__INPUT_TYPE" in self.dictMCVal.keys():
 142       self.add_data("EvolutionModel")
 143     if "__"+self.type_of_study+"__EvolutionError__INPUT_TYPE" in self.dictMCVal.keys():
 144       self.add_data("EvolutionError")
 145     if "__"+self.type_of_study+"__ControlInput__INPUT_TYPE" in self.dictMCVal.keys():
 146       self.add_data("ControlInput")
 147
 148     self.add_variables()
 149     # Parametres optionnels
 150
 151     # Extraction du StudyRepertory
 152     if "__"+self.type_of_study+"__StudyRepertory" in self.dictMCVal.keys():
 153       self.text_da += "study_config['Repertory'] = '" + self.dictMCVal["__"+self.type_of_study+"__StudyRepertory"] + "'\n"
 154
 155     # Extraction du ExecuteInContainer
 156     if "__"+self.type_of_study+"__ExecuteInContainer" in self.dictMCVal.keys():
 157       self.text_da += "study_config['ExecuteInContainer'] = '" + str(self.dictMCVal["__"+self.type_of_study+"__ExecuteInContainer"]) + "'\n"
 158     else:
 159       self.text_da += "study_config['ExecuteInContainer'] = 'No'\n"
 160
 161     # Extraction de UserPostAnalysis
 162     if "__"+self.type_of_study+"__UserPostAnalysis__FROM" in self.dictMCVal.keys():
 163       self.add_UserPostAnalysis()
 164     if "__"+self.type_of_study+"__UserDataInit__INIT_FILE" in self.dictMCVal.keys():
 165       self.add_init()
 166     if "__"+self.type_of_study+"__Observers__SELECTION" in self.dictMCVal.keys():
 167       self.add_observers()
 168
 169   def add_data(self, data_name):
 170
 171     # Extraction des donnees
 172     search_text = "__"+self.type_of_study+"__" + data_name + "__"
 173     data_type = self.dictMCVal[search_text + "INPUT_TYPE"]
 174     search_type = search_text + data_type + "__data__"
 175     from_type = self.dictMCVal[search_type + "FROM"]
 176     data = ""
 177     if from_type == "String":
 178       data = self.dictMCVal[search_type + "STRING_DATA__STRING"]
 179     elif from_type == "Script":
 180       data = self.dictMCVal[search_type + "SCRIPT_DATA__SCRIPT_FILE"]
 181     elif from_type == "DataFile":
 182       data = self.dictMCVal[search_type + "DATA_DATA__DATA_FILE"]
 183     elif from_type == "ScriptWithSwitch":
 184       data = self.dictMCVal[search_type + "SCRIPTWITHSWITCH_DATA__SCRIPTWITHSWITCH_FILE"]
 185     elif from_type == "ScriptWithFunctions":
 186       data = self.dictMCVal[search_type + "SCRIPTWITHFUNCTIONS_DATA__SCRIPTWITHFUNCTIONS_FILE"]
 187     elif from_type == "ScriptWithOneFunction":
 188       data = self.dictMCVal[search_type + "SCRIPTWITHONEFUNCTION_DATA__SCRIPTWITHONEFUNCTION_FILE"]
 189     elif from_type == "FunctionDict":
 190       data = self.dictMCVal[search_type + "FUNCTIONDICT_DATA__FUNCTIONDICT_FILE"]
 191     else:
 192       raise Exception('From Type unknown', from_type)
 193
 194     if from_type == "String" or from_type == "Script" or from_type == "DataFile":
 195       self.text_da += data_name + "_config = {}\n"
 196       self.text_da += data_name + "_config['Type'] = '" + data_type + "'\n"
 197       self.text_da += data_name + "_config['From'] = '" + from_type + "'\n"
 198       self.text_da += data_name + "_config['Data'] = '" + data      + "'\n"
 199       if search_text+"Stored" in self.dictMCVal.keys():
 200         self.text_da += data_name + "_config['Stored'] = '" +  str(self.dictMCVal[search_text+"Stored"])  + "'\n"
 201       if search_type+"DATA_DATA__ColMajor" in self.dictMCVal.keys():
 202         self.text_da += data_name + "_config['ColMajor'] = '" +  str(self.dictMCVal[search_type+"DATA_DATA__ColMajor"])  + "'\n"
 203       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 204
 205     if from_type == "ScriptWithSwitch":
 206       self.text_da += data_name + "_ScriptWithSwitch = {}\n"
 207       self.text_da += data_name + "_ScriptWithSwitch['Function'] = ['Direct', 'Tangent', 'Adjoint']\n"
 208       self.text_da += data_name + "_ScriptWithSwitch['Script'] = {}\n"
 209       self.text_da += data_name + "_ScriptWithSwitch['Script']['Direct'] = '"  + data + "'\n"
 210       self.text_da += data_name + "_ScriptWithSwitch['Script']['Tangent'] = '" + data + "'\n"
 211       self.text_da += data_name + "_ScriptWithSwitch['Script']['Adjoint'] = '" + data + "'\n"
 212       self.text_da += data_name + "_config = {}\n"
 213       self.text_da += data_name + "_config['Type'] = 'Function'\n"
 214       self.text_da += data_name + "_config['From'] = 'ScriptWithSwitch'\n"
 215       self.text_da += data_name + "_config['Data'] = " + data_name + "_ScriptWithSwitch\n"
 216       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 217
 218     if from_type == "ScriptWithFunctions":
 219       self.text_da += data_name + "_ScriptWithFunctions = {}\n"
 220       self.text_da += data_name + "_ScriptWithFunctions['Function'] = ['Direct', 'Tangent', 'Adjoint']\n"
 221       self.text_da += data_name + "_ScriptWithFunctions['Script'] = {}\n"
 222       self.text_da += data_name + "_ScriptWithFunctions['Script']['Direct'] = '"  + data + "'\n"
 223       self.text_da += data_name + "_ScriptWithFunctions['Script']['Tangent'] = '" + data + "'\n"
 224       self.text_da += data_name + "_ScriptWithFunctions['Script']['Adjoint'] = '" + data + "'\n"
 225       self.text_da += data_name + "_config = {}\n"
 226       self.text_da += data_name + "_config['Type'] = 'Function'\n"
 227       self.text_da += data_name + "_config['From'] = 'ScriptWithFunctions'\n"
 228       self.text_da += data_name + "_config['Data'] = " + data_name + "_ScriptWithFunctions\n"
 229       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 230
 231     if from_type == "ScriptWithOneFunction":
 232       self.text_da += data_name + "_ScriptWithOneFunction = {}\n"
 233       self.text_da += data_name + "_ScriptWithOneFunction['Function'] = ['Direct', 'Tangent', 'Adjoint']\n"
 234       self.text_da += data_name + "_ScriptWithOneFunction['Script'] = {}\n"
 235       self.text_da += data_name + "_ScriptWithOneFunction['Script']['Direct'] = '"  + data + "'\n"
 236       self.text_da += data_name + "_ScriptWithOneFunction['Script']['Tangent'] = '" + data + "'\n"
 237       self.text_da += data_name + "_ScriptWithOneFunction['Script']['Adjoint'] = '" + data + "'\n"
 238       self.text_da += data_name + "_ScriptWithOneFunction['DifferentialIncrement'] = " + str(float(self.dictMCVal[search_type + "SCRIPTWITHONEFUNCTION_DATA__DifferentialIncrement"])) + "\n"
 239       self.text_da += data_name + "_ScriptWithOneFunction['CenteredFiniteDifference'] = " + str(self.dictMCVal[search_type + "SCRIPTWITHONEFUNCTION_DATA__CenteredFiniteDifference"]) + "\n"
 240       if search_type + "SCRIPTWITHONEFUNCTION_DATA__EnableMultiProcessing" in self.dictMCVal.keys():
 241         self.text_da += data_name + "_ScriptWithOneFunction['EnableWiseParallelism'] = " + str(self.dictMCVal[search_type + "SCRIPTWITHONEFUNCTION_DATA__EnableMultiProcessing"]) + "\n"
 242       if search_type + "SCRIPTWITHONEFUNCTION_DATA__EnableWiseParallelism" in self.dictMCVal.keys():
 243         self.text_da += data_name + "_ScriptWithOneFunction['EnableWiseParallelism'] = " + str(self.dictMCVal[search_type + "SCRIPTWITHONEFUNCTION_DATA__EnableWiseParallelism"]) + "\n"
 244       if search_type + "SCRIPTWITHONEFUNCTION_DATA__NumberOfProcesses" in self.dictMCVal.keys():
 245         self.text_da += data_name + "_ScriptWithOneFunction['NumberOfProcesses'] = " + str(self.dictMCVal[search_type + "SCRIPTWITHONEFUNCTION_DATA__NumberOfProcesses"]) + "\n"
 246       self.text_da += data_name + "_config = {}\n"
 247       self.text_da += data_name + "_config['Type'] = 'Function'\n"
 248       self.text_da += data_name + "_config['From'] = 'ScriptWithOneFunction'\n"
 249       self.text_da += data_name + "_config['Data'] = " + data_name + "_ScriptWithOneFunction\n"
 250       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 251
 252     if from_type == "FunctionDict":
 253       self.text_da += data_name + "_FunctionDict = {}\n"
 254       self.text_da += data_name + "_FunctionDict['Function'] = ['Direct', 'Tangent', 'Adjoint']\n"
 255       self.text_da += data_name + "_FunctionDict['Script'] = {}\n"
 256       self.text_da += data_name + "_FunctionDict['Script']['Direct'] = '"  + data + "'\n"
 257       self.text_da += data_name + "_FunctionDict['Script']['Tangent'] = '" + data + "'\n"
 258       self.text_da += data_name + "_FunctionDict['Script']['Adjoint'] = '" + data + "'\n"
 259       self.text_da += data_name + "_config = {}\n"
 260       self.text_da += data_name + "_config['Type'] = 'Function'\n"
 261       self.text_da += data_name + "_config['From'] = 'FunctionDict'\n"
 262       self.text_da += data_name + "_config['Data'] = " + data_name + "_FunctionDict\n"
 263       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 264
 265   def add_init(self):
 266
 267       init_file_data = self.dictMCVal["__"+self.type_of_study+"__UserDataInit__INIT_FILE"]
 268       init_target_list = self.dictMCVal["__"+self.type_of_study+"__UserDataInit__TARGET_LIST"]
 269
 270       self.text_da += "Init_config = {}\n"
 271       self.text_da += "Init_config['Type'] = 'Dict'\n"
 272       self.text_da += "Init_config['From'] = 'Script'\n"
 273       self.text_da += "Init_config['Data'] = '" + init_file_data + "'\n"
 274       self.text_da += "Init_config['Target'] = ["
 275       if isinstance(init_target_list, "str"):
 276         self.text_da +=  "'" + init_target_list + "',"
 277       else:
 278         for target in init_target_list:
 279           self.text_da += "'" + target + "',"
 280       self.text_da += "]\n"
 281       self.text_da += "study_config['UserDataInit'] = Init_config\n"
 282
 283   def add_UserPostAnalysis(self):
 284
 285     from_type = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__FROM"]
 286     data = ""
 287     if from_type == "String":
 288       data = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__STRING_DATA__STRING"]
 289       self.text_da += "Analysis_config = {}\n"
 290       self.text_da += "Analysis_config['From'] = 'String'\n"
 291       self.text_da += "Analysis_config['Data'] = \"\"\"" + data + "\"\"\"\n"
 292       self.text_da += "study_config['UserPostAnalysis'] = Analysis_config\n"
 293     elif from_type == "Script":
 294       data = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__SCRIPT_DATA__SCRIPT_FILE"]
 295       self.text_da += "Analysis_config = {}\n"
 296       self.text_da += "Analysis_config['From'] = 'Script'\n"
 297       self.text_da += "Analysis_config['Data'] = '" + data + "'\n"
 298       self.text_da += "study_config['UserPostAnalysis'] = Analysis_config\n"
 299     elif from_type == "Template":
 300       tmpl = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__TEMPLATE_DATA__Template"]
 301       data = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__TEMPLATE_DATA__%s__ValueTemplate"%tmpl]
 302       self.text_da += "Analysis_config = {}\n"
 303       self.text_da += "Analysis_config['From'] = 'String'\n"
 304       self.text_da += "Analysis_config['Data'] = \"\"\"" + data + "\"\"\"\n"
 305       self.text_da += "study_config['UserPostAnalysis'] = Analysis_config\n"
 306     else:
 307       raise Exception('From Type unknown', from_type)
 308
 309   def add_AlgorithmParameters(self):
 310
 311     data_name = "AlgorithmParameters"
 312     data_type = "Dict"
 313     #
 314     if "__"+self.type_of_study+"__AlgorithmParameters__Parameters" in self.dictMCVal:
 315         para_type = self.dictMCVal["__"+self.type_of_study+"__AlgorithmParameters__Parameters"]
 316     else:
 317         para_type = "Defaults"
 318     #
 319     if para_type == "Defaults":
 320         from_type = para_type
 321     elif para_type == "Dict":
 322         from_type = self.dictMCVal["__"+self.type_of_study+"__AlgorithmParameters__Dict__data__FROM"]
 323     else:
 324         return
 325
 326     if from_type == "Script":
 327       data = self.dictMCVal["__"+self.type_of_study+"__AlgorithmParameters__Dict__data__SCRIPT_DATA__SCRIPT_FILE"]
 328       self.text_da += data_name + "_config = {}\n"
 329       self.text_da += data_name + "_config['Type'] = '" + data_type + "'\n"
 330       self.text_da += data_name + "_config['From'] = '" + from_type + "'\n"
 331       self.text_da += data_name + "_config['Data'] = '" + data + "'\n"
 332       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 333     elif from_type == "String":
 334       data = self.dictMCVal["__"+self.type_of_study+"__AlgorithmParameters__Dict__data__STRING_DATA__STRING"]
 335       self.text_da += data_name + "_config = {}\n"
 336       self.text_da += data_name + "_config['Type'] = '" + data_type + "'\n"
 337       self.text_da += data_name + "_config['From'] = '" + from_type + "'\n"
 338       self.text_da += data_name + "_config['Data'] = '" + data + "'\n"
 339       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 340     elif from_type == "Defaults":
 341       base = "__"+self.type_of_study+"__AlgorithmParameters__Parameters"
 342       keys = [k for k in self.dictMCVal.keys() if base in k]
 343       if base in keys: keys.remove(base)
 344       keys = [k.replace(base,'') for k in keys]
 345       data  = '{'
 346       for k in keys:
 347         key = k.split('__')[-1]
 348         val = self.dictMCVal[base+k]
 349         # print key," = ",val,"    ",type(val)
 350         if isinstance(val, str) and key == "SetSeed":
 351             data += '"%s":%s,'%(key,int(val))
 352         elif isinstance(val, str) and not (val.count('[')>=2 or val.count('(')>=2):
 353             data += '"%s":"%s",'%(key,val)
 354         else:
 355             data += '"%s":%s,'%(key,val)
 356       data = data.replace("'",'"')
 357       data += '}'
 358       if data != '{}':
 359           self.text_da += data_name + "_config = {}\n"
 360           self.text_da += data_name + "_config['Type'] = '" + data_type + "'\n"
 361           self.text_da += data_name + "_config['From'] = 'String'\n"
 362           self.text_da += data_name + "_config['Data'] = '" + data + "'\n"
 363           self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 364
 365   def add_variables(self):
 366
 367     # Input variables
 368     if "__"+self.type_of_study+"__InputVariables__NAMES" in self.dictMCVal.keys():
 369       names = []
 370       sizes = []
 371       if isinstance(self.dictMCVal["__"+self.type_of_study+"__InputVariables__NAMES"], type("")):
 372         names.append(self.dictMCVal["__"+self.type_of_study+"__InputVariables__NAMES"])
 373       else:
 374         names = self.dictMCVal["__"+self.type_of_study+"__InputVariables__NAMES"]
 375       if isinstance(self.dictMCVal["__"+self.type_of_study+"__InputVariables__SIZES"], type(1)):
 376         sizes.append(self.dictMCVal["__"+self.type_of_study+"__InputVariables__SIZES"])
 377       else:
 378         sizes = self.dictMCVal["__"+self.type_of_study+"__InputVariables__SIZES"]
 379
 380       self.text_da += "inputvariables_config = {}\n"
 381       self.text_da += "inputvariables_config['Order'] = %s\n" % list(names)
 382       for name, size in zip(names, sizes):
 383         self.text_da += "inputvariables_config['%s'] = %s\n" % (name,size)
 384       self.text_da += "study_config['InputVariables'] = inputvariables_config\n"
 385     else:
 386       self.text_da += "inputvariables_config = {}\n"
 387       self.text_da += "inputvariables_config['Order'] =['adao_default']\n"
 388       self.text_da += "inputvariables_config['adao_default'] = -1\n"
 389       self.text_da += "study_config['InputVariables'] = inputvariables_config\n"
 390
 391     # Output variables
 392     if "__"+self.type_of_study+"__OutputVariables__NAMES" in self.dictMCVal.keys():
 393       names = []
 394       sizes = []
 395       if isinstance(self.dictMCVal["__"+self.type_of_study+"__OutputVariables__NAMES"], type("")):
 396         names.append(self.dictMCVal["__"+self.type_of_study+"__OutputVariables__NAMES"])
 397       else:
 398         names = self.dictMCVal["__"+self.type_of_study+"__OutputVariables__NAMES"]
 399       if isinstance(self.dictMCVal["__"+self.type_of_study+"__OutputVariables__SIZES"], type(1)):
 400         sizes.append(self.dictMCVal["__"+self.type_of_study+"__OutputVariables__SIZES"])
 401       else:
 402         sizes = self.dictMCVal["__"+self.type_of_study+"__OutputVariables__SIZES"]
 403
 404       self.text_da += "outputvariables_config = {}\n"
 405       self.text_da += "outputvariables_config['Order'] = %s\n" % list(names)
 406       for name, size in zip(names, sizes):
 407         self.text_da += "outputvariables_config['%s'] = %s\n" % (name,size)
 408       self.text_da += "study_config['OutputVariables'] = outputvariables_config\n"
 409     else:
 410       self.text_da += "outputvariables_config = {}\n"
 411       self.text_da += "outputvariables_config['Order'] = ['adao_default']\n"
 412       self.text_da += "outputvariables_config['adao_default'] = -1\n"
 413       self.text_da += "study_config['OutputVariables'] = outputvariables_config\n"
 414
 415   def add_observers(self):
 416     observers = {}
 417     observer = self.dictMCVal["__"+self.type_of_study+"__Observers__SELECTION"]
 418     if isinstance(observer, type("")):
 419       self.add_observer_in_dict(observer, observers)
 420     else:
 421       for observer in self.dictMCVal["__"+self.type_of_study+"__Observers__SELECTION"]:
 422         self.add_observer_in_dict(observer, observers)
 423
 424     # Write observers in the python command file
 425     number = 2
 426     self.text_da += "observers = {}\n"
 427     for observer in observers.keys():
 428       number += 1
 429       self.text_da += "observers[\"" + observer + "\"] = {}\n"
 430       self.text_da += "observers[\"" + observer + "\"][\"number\"] = " + str(number) + "\n"
 431       self.text_da += "observers[\"" + observer + "\"][\"nodetype\"] = \"" + observers[observer]["nodetype"] + "\"\n"
 432       if observers[observer]["nodetype"] == "String":
 433         self.text_da += "observers[\"" + observer + "\"][\"String\"] = \"\"\"" + observers[observer]["script"] + "\"\"\"\n"
 434       elif observers[observer]["nodetype"] == "Template":
 435         self.text_da += "observers[\"" + observer + "\"][\"String\"] = \"\"\"" + observers[observer]["script"] + "\"\"\"\n"
 436         self.text_da += "observers[\"" + observer + "\"][\"Template\"] = \"\"\"" + observers[observer]["template"] + "\"\"\"\n"
 437       else:
 438         self.text_da += "observers[\"" + observer + "\"][\"Script\"] = \"" + observers[observer]["file"] + "\"\n"
 439       if "scheduler" in observers[observer].keys():
 440         self.text_da += "observers[\"" + observer + "\"][\"scheduler\"] = \"\"\"" + observers[observer]["scheduler"] + "\"\"\"\n"
 441       if "info" in observers[observer].keys():
 442         self.text_da += "observers[\"" + observer + "\"][\"info\"] = \"\"\"" + observers[observer]["info"] + "\"\"\"\n"
 443     self.text_da += "study_config['Observers'] = observers\n"
 444
 445   def add_observer_in_dict(self, observer, observers):
 446     """
 447       Add observer in the observers dict.
 448     """
 449     observers[observer] = {}
 450     observers[observer]["name"] = observer
 451     observer_eficas_name = "__"+self.type_of_study+"__Observers__" + observer + "__" + observer + "_data__"
 452     # NodeType
 453     node_type_key_name = observer_eficas_name + "NodeType"
 454     observers[observer]["nodetype"] = self.dictMCVal[node_type_key_name]
 455
 456     # NodeType script/file
 457     if observers[observer]["nodetype"] == "String":
 458       observers[observer]["script"] = self.dictMCVal[observer_eficas_name + "PythonScript__Value"]
 459     elif observers[observer]["nodetype"] == "Template":
 460       observers[observer]["nodetype"] = "String"
 461       observer_template_key = observer_eficas_name + "ObserverTemplate__"
 462       observers[observer]["template"] = self.dictMCVal[observer_template_key + "Template"]
 463       observers[observer]["script"]   = self.dictMCVal[observer_template_key + observers[observer]["template"] + "__ValueTemplate"]
 464     else:
 465       observers[observer]["file"] = self.dictMCVal[observer_eficas_name + "UserFile__Value"]
 466
 467     # Scheduler
 468     scheduler_key_name = observer_eficas_name + "Scheduler"
 469     if scheduler_key_name in self.dictMCVal.keys():
 470       observers[observer]["scheduler"] = self.dictMCVal[scheduler_key_name]
 471
 472     # Info
 473     info_key_name = observer_eficas_name + "Info"
 474     if info_key_name in self.dictMCVal.keys():
 475       observers[observer]["info"] = self.dictMCVal[info_key_name]