src/daEficas/generator_adao.py

   1 # -*- coding: utf-8 -*-
   2 #
   3 # Copyright (C) 2008-2015 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 traceback
  27 import logging
  28
  29 def entryPoint():
  30    """
  31       Retourne les informations necessaires pour le chargeur de plugins
  32
  33       Ces informations sont retournees dans un dictionnaire
  34    """
  35    return {
  36         # Le nom du plugin
  37         'name' : 'adao',
  38         # La factory pour creer une instance du plugin
  39           'factory' : AdaoGenerator,
  40           }
  41
  42 class AdaoGenerator(PythonGenerator):
  43
  44   def __init__(self,cr=None):
  45     PythonGenerator.__init__(self, cr)
  46     self.dictMCVal={}
  47     self.text_comm = ""
  48     self.text_da = ""
  49     self.text_da_status = False
  50     self.logger = logging.getLogger('ADAO EFICAS GENERATOR')
  51     self.logger.setLevel(logging.INFO)
  52     ch = logging.StreamHandler()
  53     ch.setLevel(logging.INFO)
  54     formatter = logging.Formatter("%(name)s - %(levelname)s - %(message)s")
  55     ch.setFormatter(formatter)
  56     self.logger.addHandler(ch)
  57
  58   def gener(self,obj,format='brut',config=None):
  59     self.logger.debug("method gener called")
  60     self.text_comm = PythonGenerator.gener(self, obj, format, config)
  61     for key, value in self.dictMCVal.iteritems():
  62       self.logger.debug("dictMCVAl %s %s" % (key,value))
  63
  64     try :
  65       self.text_da_status = False
  66       self.generate_da()
  67       self.text_da_status = True
  68     except:
  69       self.logger.info("Case is not correct, python command file for YACS schema generation cannot be created")
  70       self.logger.debug(self.text_da)
  71       self.dictMCVal = {}
  72       traceback.print_exc()
  73     return self.text_comm
  74
  75   def writeDefault(self, fn):
  76     if self.text_da_status:
  77       self.logger.debug("write adao python command file")
  78       filename = fn[:fn.rfind(".")] + '.py'
  79       f = open( str(filename), 'wb')
  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.get_genealogie() :
  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     if "__CHECKING_STUDY__StudyName" in self.dictMCVal.keys():
  98       self.type_of_study = "CHECKING_STUDY"
  99     else:
 100       self.type_of_study = "ASSIMILATION_STUDY"
 101
 102     self.text_da += "#-*-coding:iso-8859-1-*- \n"
 103     self.text_da += "study_config = {} \n"
 104
 105     # Extraction de Study_type
 106     self.text_da += "study_config['StudyType'] = '" + self.type_of_study + "'\n"
 107     # Extraction de StudyName
 108     self.text_da += "study_config['Name'] = '" + self.dictMCVal["__"+self.type_of_study+"__StudyName"] + "'\n"
 109     # Extraction de Debug
 110     if "__"+self.type_of_study+"__Debug" in self.dictMCVal.keys():
 111       self.text_da += "study_config['Debug'] = '" + str(self.dictMCVal["__"+self.type_of_study+"__Debug"]) + "'\n"
 112     else:
 113       self.text_da += "study_config['Debug'] = '0'\n"
 114
 115     # Extraction de Algorithm et de ses parametres
 116     if "__"+self.type_of_study+"__AlgorithmChoices__Algorithm" in self.dictMCVal.keys():
 117       self.text_da += "study_config['Algorithm'] = '" + self.dictMCVal["__"+self.type_of_study+"__AlgorithmChoices__Algorithm"] + "'\n"
 118       self.add_AlgorithmChoices()
 119     elif "__"+self.type_of_study+"__Algorithm" in self.dictMCVal.keys():
 120       self.text_da += "study_config['Algorithm'] = '" + self.dictMCVal["__"+self.type_of_study+"__Algorithm"] + "'\n"
 121
 122     if "__"+self.type_of_study+"__Background__INPUT_TYPE" in self.dictMCVal.keys():
 123       self.add_data("Background")
 124     if "__"+self.type_of_study+"__BackgroundError__INPUT_TYPE" in self.dictMCVal.keys():
 125       self.add_data("BackgroundError")
 126     if "__"+self.type_of_study+"__Observation__INPUT_TYPE" in self.dictMCVal.keys():
 127       self.add_data("Observation")
 128     if "__"+self.type_of_study+"__ObservationError__INPUT_TYPE" in self.dictMCVal.keys():
 129       self.add_data("ObservationError")
 130     if "__"+self.type_of_study+"__CheckingPoint__INPUT_TYPE" in self.dictMCVal.keys():
 131       self.add_data("CheckingPoint")
 132     if "__"+self.type_of_study+"__ObservationOperator__INPUT_TYPE" in self.dictMCVal.keys():
 133       self.add_data("ObservationOperator")
 134     if "__"+self.type_of_study+"__EvolutionModel__INPUT_TYPE" in self.dictMCVal.keys():
 135       self.add_data("EvolutionModel")
 136     if "__"+self.type_of_study+"__EvolutionError__INPUT_TYPE" in self.dictMCVal.keys():
 137       self.add_data("EvolutionError")
 138     if "__"+self.type_of_study+"__ControlInput__INPUT_TYPE" in self.dictMCVal.keys():
 139       self.add_data("ControlInput")
 140
 141     self.add_variables()
 142     # Parametres optionnels
 143
 144     # Extraction du StudyRepertory
 145     if "__"+self.type_of_study+"__StudyRepertory" in self.dictMCVal.keys():
 146       self.text_da += "study_config['Repertory'] = '" + self.dictMCVal["__"+self.type_of_study+"__StudyRepertory"] + "'\n"
 147     # Extraction de AlgorithmParameters
 148     if "__"+self.type_of_study+"__AlgorithmParameters__INPUT_TYPE" in self.dictMCVal.keys():
 149       self.add_algorithm_parameters()
 150     # Extraction de UserPostAnalysis
 151     if "__"+self.type_of_study+"__UserPostAnalysis__FROM" in self.dictMCVal.keys():
 152       self.add_UserPostAnalysis()
 153     if "__"+self.type_of_study+"__UserDataInit__INIT_FILE" in self.dictMCVal.keys():
 154       self.add_init()
 155     if "__"+self.type_of_study+"__Observers__SELECTION" in self.dictMCVal.keys():
 156       self.add_observers()
 157
 158   def add_data(self, data_name):
 159
 160     # Extraction des données
 161     search_text = "__"+self.type_of_study+"__" + data_name + "__"
 162     data_type = self.dictMCVal[search_text + "INPUT_TYPE"]
 163     search_type = search_text + data_type + "__data__"
 164     from_type = self.dictMCVal[search_type + "FROM"]
 165     data = ""
 166     if from_type == "String":
 167       data = self.dictMCVal[search_type + "STRING_DATA__STRING"]
 168     elif from_type == "Script":
 169       data = self.dictMCVal[search_type + "SCRIPT_DATA__SCRIPT_FILE"]
 170     elif from_type == "ScriptWithSwitch":
 171       data = self.dictMCVal[search_type + "SCRIPTWITHSWITCH_DATA__SCRIPTWITHSWITCH_FILE"]
 172     elif from_type == "ScriptWithFunctions":
 173       data = self.dictMCVal[search_type + "SCRIPTWITHFUNCTIONS_DATA__SCRIPTWITHFUNCTIONS_FILE"]
 174     elif from_type == "ScriptWithOneFunction":
 175       data = self.dictMCVal[search_type + "SCRIPTWITHONEFUNCTION_DATA__SCRIPTWITHONEFUNCTION_FILE"]
 176     elif from_type == "FunctionDict":
 177       data = self.dictMCVal[search_type + "FUNCTIONDICT_DATA__FUNCTIONDICT_FILE"]
 178     else:
 179       raise Exception('From Type unknown', from_type)
 180
 181     if from_type == "String" or from_type == "Script":
 182       self.text_da += data_name + "_config = {}\n"
 183       self.text_da += data_name + "_config['Type'] = '" + data_type + "'\n"
 184       self.text_da += data_name + "_config['From'] = '" + from_type + "'\n"
 185       self.text_da += data_name + "_config['Data'] = '" + data      + "'\n"
 186       if search_text+"Stored" in self.dictMCVal.keys():
 187         self.text_da += data_name + "_config['Stored'] = '" +  str(self.dictMCVal[search_text+"Stored"])  + "'\n"
 188       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 189
 190     if from_type == "ScriptWithSwitch":
 191       self.text_da += data_name + "_ScriptWithSwitch = {}\n"
 192       self.text_da += data_name + "_ScriptWithSwitch['Function'] = ['Direct', 'Tangent', 'Adjoint']\n"
 193       self.text_da += data_name + "_ScriptWithSwitch['Script'] = {}\n"
 194       self.text_da += data_name + "_ScriptWithSwitch['Script']['Direct'] = '"  + data + "'\n"
 195       self.text_da += data_name + "_ScriptWithSwitch['Script']['Tangent'] = '" + data + "'\n"
 196       self.text_da += data_name + "_ScriptWithSwitch['Script']['Adjoint'] = '" + data + "'\n"
 197       self.text_da += data_name + "_config = {}\n"
 198       self.text_da += data_name + "_config['Type'] = 'Function'\n"
 199       self.text_da += data_name + "_config['From'] = 'ScriptWithSwitch'\n"
 200       self.text_da += data_name + "_config['Data'] = " + data_name + "_ScriptWithSwitch\n"
 201       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 202
 203     if from_type == "ScriptWithFunctions":
 204       self.text_da += data_name + "_ScriptWithFunctions = {}\n"
 205       self.text_da += data_name + "_ScriptWithFunctions['Function'] = ['Direct', 'Tangent', 'Adjoint']\n"
 206       self.text_da += data_name + "_ScriptWithFunctions['Script'] = {}\n"
 207       self.text_da += data_name + "_ScriptWithFunctions['Script']['Direct'] = '"  + data + "'\n"
 208       self.text_da += data_name + "_ScriptWithFunctions['Script']['Tangent'] = '" + data + "'\n"
 209       self.text_da += data_name + "_ScriptWithFunctions['Script']['Adjoint'] = '" + data + "'\n"
 210       self.text_da += data_name + "_config = {}\n"
 211       self.text_da += data_name + "_config['Type'] = 'Function'\n"
 212       self.text_da += data_name + "_config['From'] = 'ScriptWithFunctions'\n"
 213       self.text_da += data_name + "_config['Data'] = " + data_name + "_ScriptWithFunctions\n"
 214       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 215
 216     if from_type == "ScriptWithOneFunction":
 217       self.text_da += data_name + "_ScriptWithOneFunction = {}\n"
 218       self.text_da += data_name + "_ScriptWithOneFunction['Function'] = ['Direct', 'Tangent', 'Adjoint']\n"
 219       self.text_da += data_name + "_ScriptWithOneFunction['Script'] = {}\n"
 220       self.text_da += data_name + "_ScriptWithOneFunction['Script']['Direct'] = '"  + data + "'\n"
 221       self.text_da += data_name + "_ScriptWithOneFunction['Script']['Tangent'] = '" + data + "'\n"
 222       self.text_da += data_name + "_ScriptWithOneFunction['Script']['Adjoint'] = '" + data + "'\n"
 223       self.text_da += data_name + "_ScriptWithOneFunction['DifferentialIncrement'] = " + str(float(self.dictMCVal[search_type + "SCRIPTWITHONEFUNCTION_DATA__DifferentialIncrement"])) + "\n"
 224       self.text_da += data_name + "_ScriptWithOneFunction['CenteredFiniteDifference'] = " + str(self.dictMCVal[search_type + "SCRIPTWITHONEFUNCTION_DATA__CenteredFiniteDifference"]) + "\n"
 225       if search_type + "SCRIPTWITHONEFUNCTION_DATA__EnableMultiProcessing" in self.dictMCVal.keys():
 226         self.text_da += data_name + "_ScriptWithOneFunction['EnableMultiProcessing'] = " + str(self.dictMCVal[search_type + "SCRIPTWITHONEFUNCTION_DATA__EnableMultiProcessing"]) + "\n"
 227       self.text_da += data_name + "_config = {}\n"
 228       self.text_da += data_name + "_config['Type'] = 'Function'\n"
 229       self.text_da += data_name + "_config['From'] = 'ScriptWithOneFunction'\n"
 230       self.text_da += data_name + "_config['Data'] = " + data_name + "_ScriptWithOneFunction\n"
 231       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 232
 233     if from_type == "FunctionDict":
 234       self.text_da += data_name + "_FunctionDict = {}\n"
 235       self.text_da += data_name + "_FunctionDict['Function'] = ['Direct', 'Tangent', 'Adjoint']\n"
 236       self.text_da += data_name + "_FunctionDict['Script'] = {}\n"
 237       self.text_da += data_name + "_FunctionDict['Script']['Direct'] = '"  + data + "'\n"
 238       self.text_da += data_name + "_FunctionDict['Script']['Tangent'] = '" + data + "'\n"
 239       self.text_da += data_name + "_FunctionDict['Script']['Adjoint'] = '" + data + "'\n"
 240       self.text_da += data_name + "_config = {}\n"
 241       self.text_da += data_name + "_config['Type'] = 'Function'\n"
 242       self.text_da += data_name + "_config['From'] = 'FunctionDict'\n"
 243       self.text_da += data_name + "_config['Data'] = " + data_name + "_FunctionDict\n"
 244       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 245
 246   def add_algorithm_parameters(self):
 247
 248     data_name = "AlgorithmParameters"
 249     data_type = "Dict"
 250     from_type = self.dictMCVal["__"+self.type_of_study+"__AlgorithmParameters__Dict__data__FROM"]
 251
 252     if from_type == "Script":
 253       data = self.dictMCVal["__"+self.type_of_study+"__AlgorithmParameters__Dict__data__SCRIPT_DATA__SCRIPT_FILE"]
 254       self.text_da += data_name + "_config = {} \n"
 255       self.text_da += data_name + "_config['Type'] = '" + data_type + "'\n"
 256       self.text_da += data_name + "_config['From'] = '" + from_type + "'\n"
 257       self.text_da += data_name + "_config['Data'] = '" + data + "'\n"
 258       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 259
 260     if from_type == "String":
 261       data = self.dictMCVal["__"+self.type_of_study+"__AlgorithmParameters__Dict__data__STRING_DATA__STRING"]
 262       self.text_da += data_name + "_config = {} \n"
 263       self.text_da += data_name + "_config['Type'] = '" + data_type + "'\n"
 264       self.text_da += data_name + "_config['From'] = '" + from_type + "'\n"
 265       self.text_da += data_name + "_config['Data'] = '" + data + "'\n"
 266       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 267
 268   def add_init(self):
 269
 270       init_file_data = self.dictMCVal["__"+self.type_of_study+"__UserDataInit__INIT_FILE"]
 271       init_target_list = self.dictMCVal["__"+self.type_of_study+"__UserDataInit__TARGET_LIST"]
 272
 273       self.text_da += "Init_config = {}\n"
 274       self.text_da += "Init_config['Type'] = 'Dict'\n"
 275       self.text_da += "Init_config['From'] = 'Script'\n"
 276       self.text_da += "Init_config['Data'] = '" + init_file_data + "'\n"
 277       self.text_da += "Init_config['Target'] = ["
 278       if type(init_target_list) is type("str"):
 279         self.text_da +=  "'" + init_target_list + "',"
 280       else:
 281         for target in init_target_list:
 282           self.text_da += "'" + target + "',"
 283       self.text_da += "]\n"
 284       self.text_da += "study_config['UserDataInit'] = Init_config\n"
 285
 286   def add_UserPostAnalysis(self):
 287
 288     from_type = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__FROM"]
 289     data = ""
 290     if from_type == "String":
 291       data = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__STRING_DATA__STRING"]
 292       self.text_da += "Analysis_config = {}\n"
 293       self.text_da += "Analysis_config['From'] = 'String'\n"
 294       self.text_da += "Analysis_config['Data'] = \"\"\"" + data + "\"\"\"\n"
 295       self.text_da += "study_config['UserPostAnalysis'] = Analysis_config\n"
 296     elif from_type == "Script":
 297       data = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__SCRIPT_DATA__SCRIPT_FILE"]
 298       self.text_da += "Analysis_config = {}\n"
 299       self.text_da += "Analysis_config['From'] = 'Script'\n"
 300       self.text_da += "Analysis_config['Data'] = '" + data + "'\n"
 301       self.text_da += "study_config['UserPostAnalysis'] = Analysis_config\n"
 302     elif from_type == "Template":
 303       tmpl = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__TEMPLATE_DATA__Template"]
 304       data = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__TEMPLATE_DATA__%s__ValueTemplate"%tmpl]
 305       self.text_da += "Analysis_config = {}\n"
 306       self.text_da += "Analysis_config['From'] = 'String'\n"
 307       self.text_da += "Analysis_config['Data'] = \"\"\"" + data + "\"\"\"\n"
 308       self.text_da += "study_config['UserPostAnalysis'] = Analysis_config\n"
 309     else:
 310       raise Exception('From Type unknown', from_type)
 311
 312   def add_AlgorithmChoices(self):
 313
 314     if not self.dictMCVal.has_key("__"+self.type_of_study+"__AlgorithmChoices__Parameters"): return
 315
 316     data_name = "AlgorithmParameters"
 317     data_type = "Dict"
 318     para_type = self.dictMCVal["__"+self.type_of_study+"__AlgorithmChoices__Parameters"]
 319     if para_type == "Defaults":
 320         from_type = para_type
 321     elif para_type == "Dict":
 322         from_type = self.dictMCVal["__"+self.type_of_study+"__AlgorithmChoices__Dict__data__FROM"]
 323
 324     if from_type == "Script":
 325       data = self.dictMCVal["__"+self.type_of_study+"__AlgorithmChoices__Dict__data__SCRIPT_DATA__SCRIPT_FILE"]
 326       self.text_da += data_name + "_config = {} \n"
 327       self.text_da += data_name + "_config['Type'] = '" + data_type + "'\n"
 328       self.text_da += data_name + "_config['From'] = '" + from_type + "'\n"
 329       self.text_da += data_name + "_config['Data'] = '" + data + "'\n"
 330       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 331     elif from_type == "String":
 332       data = self.dictMCVal["__"+self.type_of_study+"__AlgorithmChoices__Dict__data__STRING_DATA__STRING"]
 333       self.text_da += data_name + "_config = {} \n"
 334       self.text_da += data_name + "_config['Type'] = '" + data_type + "'\n"
 335       self.text_da += data_name + "_config['From'] = '" + from_type + "'\n"
 336       self.text_da += data_name + "_config['Data'] = '" + data + "'\n"
 337       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 338     elif from_type == "Defaults":
 339       base = "__"+self.type_of_study+"__AlgorithmChoices__Parameters"
 340       keys = [k for k in self.dictMCVal.keys() if base in k]
 341       keys.remove(base)
 342       keys = [k.replace(base,'') for k in keys]
 343       data  = '{'
 344       for k in keys:
 345         data += '"%s":"%s",'%(k.split('__')[-1],self.dictMCVal[base+k])
 346       data += '}'
 347       self.text_da += data_name + "_config = {} \n"
 348       self.text_da += data_name + "_config['Type'] = '" + data_type + "'\n"
 349       self.text_da += data_name + "_config['From'] = '" + from_type + "'\n"
 350       self.text_da += data_name + "_config['Data'] = '" + data + "'\n"
 351       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 352
 353   def add_variables(self):
 354
 355     # Input variables
 356     if "__"+self.type_of_study+"__InputVariables__NAMES" in self.dictMCVal.keys():
 357       names = []
 358       sizes = []
 359       if isinstance(self.dictMCVal["__"+self.type_of_study+"__InputVariables__NAMES"], type("")):
 360         names.append(self.dictMCVal["__"+self.type_of_study+"__InputVariables__NAMES"])
 361       else:
 362         names = self.dictMCVal["__"+self.type_of_study+"__InputVariables__NAMES"]
 363       if isinstance(self.dictMCVal["__"+self.type_of_study+"__InputVariables__SIZES"], type(1)):
 364         sizes.append(self.dictMCVal["__"+self.type_of_study+"__InputVariables__SIZES"])
 365       else:
 366         sizes = self.dictMCVal["__"+self.type_of_study+"__InputVariables__SIZES"]
 367
 368       self.text_da += "inputvariables_config = {}\n"
 369       self.text_da += "inputvariables_config['Order'] = %s\n" % list(names)
 370       for name, size in zip(names, sizes):
 371         self.text_da += "inputvariables_config['%s'] = %s\n" % (name,size)
 372       self.text_da += "study_config['InputVariables'] = inputvariables_config\n"
 373     else:
 374       self.text_da += "inputvariables_config = {}\n"
 375       self.text_da += "inputvariables_config['Order'] =['adao_default']\n"
 376       self.text_da += "inputvariables_config['adao_default'] = -1\n"
 377       self.text_da += "study_config['InputVariables'] = inputvariables_config\n"
 378
 379     # Output variables
 380     if "__"+self.type_of_study+"__OutputVariables__NAMES" in self.dictMCVal.keys():
 381       names = []
 382       sizes = []
 383       if isinstance(self.dictMCVal["__"+self.type_of_study+"__OutputVariables__NAMES"], type("")):
 384         names.append(self.dictMCVal["__"+self.type_of_study+"__OutputVariables__NAMES"])
 385       else:
 386         names = self.dictMCVal["__"+self.type_of_study+"__OutputVariables__NAMES"]
 387       if isinstance(self.dictMCVal["__"+self.type_of_study+"__OutputVariables__SIZES"], type(1)):
 388         sizes.append(self.dictMCVal["__"+self.type_of_study+"__OutputVariables__SIZES"])
 389       else:
 390         sizes = self.dictMCVal["__"+self.type_of_study+"__OutputVariables__SIZES"]
 391
 392       self.text_da += "outputvariables_config = {}\n"
 393       self.text_da += "outputvariables_config['Order'] = %s\n" % list(names)
 394       for name, size in zip(names, sizes):
 395         self.text_da += "outputvariables_config['%s'] = %s\n" % (name,size)
 396       self.text_da += "study_config['OutputVariables'] = outputvariables_config\n"
 397     else:
 398       self.text_da += "outputvariables_config = {}\n"
 399       self.text_da += "outputvariables_config['Order'] = ['adao_default']\n"
 400       self.text_da += "outputvariables_config['adao_default'] = -1\n"
 401       self.text_da += "study_config['OutputVariables'] = outputvariables_config\n"
 402
 403   def add_observers(self):
 404     observers = {}
 405     observer = self.dictMCVal["__"+self.type_of_study+"__Observers__SELECTION"]
 406     if isinstance(observer, type("")):
 407       self.add_observer_in_dict(observer, observers)
 408     else:
 409       for observer in self.dictMCVal["__"+self.type_of_study+"__Observers__SELECTION"]:
 410         self.add_observer_in_dict(observer, observers)
 411
 412     # Write observers in the python command file
 413     number = 2
 414     self.text_da += "observers = {}\n"
 415     for observer in observers.keys():
 416       number += 1
 417       self.text_da += "observers[\"" + observer + "\"] = {}\n"
 418       self.text_da += "observers[\"" + observer + "\"][\"number\"] = " + str(number) + "\n"
 419       self.text_da += "observers[\"" + observer + "\"][\"nodetype\"] = \"" + observers[observer]["nodetype"] + "\"\n"
 420       if observers[observer]["nodetype"] == "String":
 421         self.text_da += "observers[\"" + observer + "\"][\"String\"] = \"\"\"" + observers[observer]["script"] + "\"\"\"\n"
 422       elif observers[observer]["nodetype"] == "Template":
 423         self.text_da += "observers[\"" + observer + "\"][\"String\"] = \"\"\"" + observers[observer]["script"] + "\"\"\"\n"
 424         self.text_da += "observers[\"" + observer + "\"][\"Template\"] = \"\"\"" + observers[observer]["template"] + "\"\"\"\n"
 425       else:
 426         self.text_da += "observers[\"" + observer + "\"][\"Script\"] = \"" + observers[observer]["file"] + "\"\n"
 427       if "scheduler" in observers[observer].keys():
 428         self.text_da += "observers[\"" + observer + "\"][\"scheduler\"] = \"\"\"" + observers[observer]["scheduler"] + "\"\"\"\n"
 429       if "info" in observers[observer].keys():
 430         self.text_da += "observers[\"" + observer + "\"][\"info\"] = \"\"\"" + observers[observer]["info"] + "\"\"\"\n"
 431     self.text_da += "study_config['Observers'] = observers\n"
 432
 433   def add_observer_in_dict(self, observer, observers):
 434     """
 435       Add observer in the observers dict.
 436     """
 437     observers[observer] = {}
 438     observers[observer]["name"] = observer
 439     observer_eficas_name = "__"+self.type_of_study+"__Observers__" + observer + "__" + observer + "_data__"
 440     # NodeType
 441     node_type_key_name = observer_eficas_name + "NodeType"
 442     observers[observer]["nodetype"] = self.dictMCVal[node_type_key_name]
 443
 444     # NodeType script/file
 445     if observers[observer]["nodetype"] == "String":
 446       observers[observer]["script"] = self.dictMCVal[observer_eficas_name + "PythonScript__Value"]
 447     elif observers[observer]["nodetype"] == "Template":
 448       observers[observer]["nodetype"] = "String"
 449       observer_template_key = observer_eficas_name + "ObserverTemplate__"
 450       observers[observer]["template"] = self.dictMCVal[observer_template_key + "Template"]
 451       observers[observer]["script"]   = self.dictMCVal[observer_template_key + observers[observer]["template"] + "__ValueTemplate"]
 452     else:
 453       observers[observer]["file"] = self.dictMCVal[observer_eficas_name + "UserFile__Value"]
 454
 455     # Scheduler
 456     scheduler_key_name = observer_eficas_name + "Scheduler"
 457     if scheduler_key_name in self.dictMCVal.keys():
 458       observers[observer]["scheduler"] = self.dictMCVal[scheduler_key_name]
 459
 460     # Info
 461     info_key_name = observer_eficas_name + "Info"
 462     if info_key_name in self.dictMCVal.keys():
 463       observers[observer]["info"] = self.dictMCVal[info_key_name]