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+"__AlgorithmParameters__Algorithm" in self.dictMCVal.keys():
 117       self.text_da += "study_config['Algorithm'] = '" + self.dictMCVal["__"+self.type_of_study+"__AlgorithmParameters__Algorithm"] + "'\n"
 118       self.add_AlgorithmParameters()
 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 UserPostAnalysis
 148     if "__"+self.type_of_study+"__UserPostAnalysis__FROM" in self.dictMCVal.keys():
 149       self.add_UserPostAnalysis()
 150     if "__"+self.type_of_study+"__UserDataInit__INIT_FILE" in self.dictMCVal.keys():
 151       self.add_init()
 152     if "__"+self.type_of_study+"__Observers__SELECTION" in self.dictMCVal.keys():
 153       self.add_observers()
 154
 155   def add_data(self, data_name):
 156
 157     # Extraction des données
 158     search_text = "__"+self.type_of_study+"__" + data_name + "__"
 159     data_type = self.dictMCVal[search_text + "INPUT_TYPE"]
 160     search_type = search_text + data_type + "__data__"
 161     from_type = self.dictMCVal[search_type + "FROM"]
 162     data = ""
 163     if from_type == "String":
 164       data = self.dictMCVal[search_type + "STRING_DATA__STRING"]
 165     elif from_type == "Script":
 166       data = self.dictMCVal[search_type + "SCRIPT_DATA__SCRIPT_FILE"]
 167     elif from_type == "ScriptWithSwitch":
 168       data = self.dictMCVal[search_type + "SCRIPTWITHSWITCH_DATA__SCRIPTWITHSWITCH_FILE"]
 169     elif from_type == "ScriptWithFunctions":
 170       data = self.dictMCVal[search_type + "SCRIPTWITHFUNCTIONS_DATA__SCRIPTWITHFUNCTIONS_FILE"]
 171     elif from_type == "ScriptWithOneFunction":
 172       data = self.dictMCVal[search_type + "SCRIPTWITHONEFUNCTION_DATA__SCRIPTWITHONEFUNCTION_FILE"]
 173     elif from_type == "FunctionDict":
 174       data = self.dictMCVal[search_type + "FUNCTIONDICT_DATA__FUNCTIONDICT_FILE"]
 175     else:
 176       raise Exception('From Type unknown', from_type)
 177
 178     if from_type == "String" or from_type == "Script":
 179       self.text_da += data_name + "_config = {}\n"
 180       self.text_da += data_name + "_config['Type'] = '" + data_type + "'\n"
 181       self.text_da += data_name + "_config['From'] = '" + from_type + "'\n"
 182       self.text_da += data_name + "_config['Data'] = '" + data      + "'\n"
 183       if search_text+"Stored" in self.dictMCVal.keys():
 184         self.text_da += data_name + "_config['Stored'] = '" +  str(self.dictMCVal[search_text+"Stored"])  + "'\n"
 185       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 186
 187     if from_type == "ScriptWithSwitch":
 188       self.text_da += data_name + "_ScriptWithSwitch = {}\n"
 189       self.text_da += data_name + "_ScriptWithSwitch['Function'] = ['Direct', 'Tangent', 'Adjoint']\n"
 190       self.text_da += data_name + "_ScriptWithSwitch['Script'] = {}\n"
 191       self.text_da += data_name + "_ScriptWithSwitch['Script']['Direct'] = '"  + data + "'\n"
 192       self.text_da += data_name + "_ScriptWithSwitch['Script']['Tangent'] = '" + data + "'\n"
 193       self.text_da += data_name + "_ScriptWithSwitch['Script']['Adjoint'] = '" + data + "'\n"
 194       self.text_da += data_name + "_config = {}\n"
 195       self.text_da += data_name + "_config['Type'] = 'Function'\n"
 196       self.text_da += data_name + "_config['From'] = 'ScriptWithSwitch'\n"
 197       self.text_da += data_name + "_config['Data'] = " + data_name + "_ScriptWithSwitch\n"
 198       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 199
 200     if from_type == "ScriptWithFunctions":
 201       self.text_da += data_name + "_ScriptWithFunctions = {}\n"
 202       self.text_da += data_name + "_ScriptWithFunctions['Function'] = ['Direct', 'Tangent', 'Adjoint']\n"
 203       self.text_da += data_name + "_ScriptWithFunctions['Script'] = {}\n"
 204       self.text_da += data_name + "_ScriptWithFunctions['Script']['Direct'] = '"  + data + "'\n"
 205       self.text_da += data_name + "_ScriptWithFunctions['Script']['Tangent'] = '" + data + "'\n"
 206       self.text_da += data_name + "_ScriptWithFunctions['Script']['Adjoint'] = '" + data + "'\n"
 207       self.text_da += data_name + "_config = {}\n"
 208       self.text_da += data_name + "_config['Type'] = 'Function'\n"
 209       self.text_da += data_name + "_config['From'] = 'ScriptWithFunctions'\n"
 210       self.text_da += data_name + "_config['Data'] = " + data_name + "_ScriptWithFunctions\n"
 211       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 212
 213     if from_type == "ScriptWithOneFunction":
 214       self.text_da += data_name + "_ScriptWithOneFunction = {}\n"
 215       self.text_da += data_name + "_ScriptWithOneFunction['Function'] = ['Direct', 'Tangent', 'Adjoint']\n"
 216       self.text_da += data_name + "_ScriptWithOneFunction['Script'] = {}\n"
 217       self.text_da += data_name + "_ScriptWithOneFunction['Script']['Direct'] = '"  + data + "'\n"
 218       self.text_da += data_name + "_ScriptWithOneFunction['Script']['Tangent'] = '" + data + "'\n"
 219       self.text_da += data_name + "_ScriptWithOneFunction['Script']['Adjoint'] = '" + data + "'\n"
 220       self.text_da += data_name + "_ScriptWithOneFunction['DifferentialIncrement'] = " + str(float(self.dictMCVal[search_type + "SCRIPTWITHONEFUNCTION_DATA__DifferentialIncrement"])) + "\n"
 221       self.text_da += data_name + "_ScriptWithOneFunction['CenteredFiniteDifference'] = " + str(self.dictMCVal[search_type + "SCRIPTWITHONEFUNCTION_DATA__CenteredFiniteDifference"]) + "\n"
 222       if search_type + "SCRIPTWITHONEFUNCTION_DATA__EnableMultiProcessing" in self.dictMCVal.keys():
 223         self.text_da += data_name + "_ScriptWithOneFunction['EnableMultiProcessing'] = " + str(self.dictMCVal[search_type + "SCRIPTWITHONEFUNCTION_DATA__EnableMultiProcessing"]) + "\n"
 224       if search_type + "SCRIPTWITHONEFUNCTION_DATA__NumberOfProcesses" in self.dictMCVal.keys():
 225         self.text_da += data_name + "_ScriptWithOneFunction['NumberOfProcesses'] = " + str(self.dictMCVal[search_type + "SCRIPTWITHONEFUNCTION_DATA__NumberOfProcesses"]) + "\n"
 226       self.text_da += data_name + "_config = {}\n"
 227       self.text_da += data_name + "_config['Type'] = 'Function'\n"
 228       self.text_da += data_name + "_config['From'] = 'ScriptWithOneFunction'\n"
 229       self.text_da += data_name + "_config['Data'] = " + data_name + "_ScriptWithOneFunction\n"
 230       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 231
 232     if from_type == "FunctionDict":
 233       self.text_da += data_name + "_FunctionDict = {}\n"
 234       self.text_da += data_name + "_FunctionDict['Function'] = ['Direct', 'Tangent', 'Adjoint']\n"
 235       self.text_da += data_name + "_FunctionDict['Script'] = {}\n"
 236       self.text_da += data_name + "_FunctionDict['Script']['Direct'] = '"  + data + "'\n"
 237       self.text_da += data_name + "_FunctionDict['Script']['Tangent'] = '" + data + "'\n"
 238       self.text_da += data_name + "_FunctionDict['Script']['Adjoint'] = '" + data + "'\n"
 239       self.text_da += data_name + "_config = {}\n"
 240       self.text_da += data_name + "_config['Type'] = 'Function'\n"
 241       self.text_da += data_name + "_config['From'] = 'FunctionDict'\n"
 242       self.text_da += data_name + "_config['Data'] = " + data_name + "_FunctionDict\n"
 243       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 244
 245   def add_init(self):
 246
 247       init_file_data = self.dictMCVal["__"+self.type_of_study+"__UserDataInit__INIT_FILE"]
 248       init_target_list = self.dictMCVal["__"+self.type_of_study+"__UserDataInit__TARGET_LIST"]
 249
 250       self.text_da += "Init_config = {}\n"
 251       self.text_da += "Init_config['Type'] = 'Dict'\n"
 252       self.text_da += "Init_config['From'] = 'Script'\n"
 253       self.text_da += "Init_config['Data'] = '" + init_file_data + "'\n"
 254       self.text_da += "Init_config['Target'] = ["
 255       if type(init_target_list) is type("str"):
 256         self.text_da +=  "'" + init_target_list + "',"
 257       else:
 258         for target in init_target_list:
 259           self.text_da += "'" + target + "',"
 260       self.text_da += "]\n"
 261       self.text_da += "study_config['UserDataInit'] = Init_config\n"
 262
 263   def add_UserPostAnalysis(self):
 264
 265     from_type = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__FROM"]
 266     data = ""
 267     if from_type == "String":
 268       data = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__STRING_DATA__STRING"]
 269       self.text_da += "Analysis_config = {}\n"
 270       self.text_da += "Analysis_config['From'] = 'String'\n"
 271       self.text_da += "Analysis_config['Data'] = \"\"\"" + data + "\"\"\"\n"
 272       self.text_da += "study_config['UserPostAnalysis'] = Analysis_config\n"
 273     elif from_type == "Script":
 274       data = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__SCRIPT_DATA__SCRIPT_FILE"]
 275       self.text_da += "Analysis_config = {}\n"
 276       self.text_da += "Analysis_config['From'] = 'Script'\n"
 277       self.text_da += "Analysis_config['Data'] = '" + data + "'\n"
 278       self.text_da += "study_config['UserPostAnalysis'] = Analysis_config\n"
 279     elif from_type == "Template":
 280       tmpl = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__TEMPLATE_DATA__Template"]
 281       data = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__TEMPLATE_DATA__%s__ValueTemplate"%tmpl]
 282       self.text_da += "Analysis_config = {}\n"
 283       self.text_da += "Analysis_config['From'] = 'String'\n"
 284       self.text_da += "Analysis_config['Data'] = \"\"\"" + data + "\"\"\"\n"
 285       self.text_da += "study_config['UserPostAnalysis'] = Analysis_config\n"
 286     else:
 287       raise Exception('From Type unknown', from_type)
 288
 289   def add_AlgorithmParameters(self):
 290
 291     if not self.dictMCVal.has_key("__"+self.type_of_study+"__AlgorithmParameters__Parameters"): return
 292
 293     data_name = "AlgorithmParameters"
 294     data_type = "Dict"
 295     para_type = self.dictMCVal["__"+self.type_of_study+"__AlgorithmParameters__Parameters"]
 296     if para_type == "Defaults":
 297         from_type = para_type
 298     elif para_type == "Dict":
 299         from_type = self.dictMCVal["__"+self.type_of_study+"__AlgorithmParameters__Dict__data__FROM"]
 300
 301     if from_type == "Script":
 302       data = self.dictMCVal["__"+self.type_of_study+"__AlgorithmParameters__Dict__data__SCRIPT_DATA__SCRIPT_FILE"]
 303       self.text_da += data_name + "_config = {} \n"
 304       self.text_da += data_name + "_config['Type'] = '" + data_type + "'\n"
 305       self.text_da += data_name + "_config['From'] = '" + from_type + "'\n"
 306       self.text_da += data_name + "_config['Data'] = '" + data + "'\n"
 307       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 308     elif from_type == "String":
 309       data = self.dictMCVal["__"+self.type_of_study+"__AlgorithmParameters__Dict__data__STRING_DATA__STRING"]
 310       self.text_da += data_name + "_config = {} \n"
 311       self.text_da += data_name + "_config['Type'] = '" + data_type + "'\n"
 312       self.text_da += data_name + "_config['From'] = '" + from_type + "'\n"
 313       self.text_da += data_name + "_config['Data'] = '" + data + "'\n"
 314       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 315     elif from_type == "Defaults":
 316       base = "__"+self.type_of_study+"__AlgorithmParameters__Parameters"
 317       keys = [k for k in self.dictMCVal.keys() if base in k]
 318       keys.remove(base)
 319       keys = [k.replace(base,'') for k in keys]
 320       data  = '{'
 321       for k in keys:
 322         key = k.split('__')[-1]
 323         val = self.dictMCVal[base+k]
 324         # print key," = ",val,"    ",type(val)
 325         if isinstance(val, str) and key == "SetSeed":
 326             data += '"%s":%s,'%(key,int(val))
 327         elif isinstance(val, str) and not (val.count('[')>=2 or val.count('(')>=2):
 328             data += '"%s":"%s",'%(key,val)
 329         else:
 330             data += '"%s":%s,'%(key,val)
 331       data = data.replace("'",'"')
 332       data += '}'
 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'] = 'String'\n"
 336       self.text_da += data_name + "_config['Data'] = '" + data + "'\n"
 337       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 338
 339   def add_variables(self):
 340
 341     # Input variables
 342     if "__"+self.type_of_study+"__InputVariables__NAMES" in self.dictMCVal.keys():
 343       names = []
 344       sizes = []
 345       if isinstance(self.dictMCVal["__"+self.type_of_study+"__InputVariables__NAMES"], type("")):
 346         names.append(self.dictMCVal["__"+self.type_of_study+"__InputVariables__NAMES"])
 347       else:
 348         names = self.dictMCVal["__"+self.type_of_study+"__InputVariables__NAMES"]
 349       if isinstance(self.dictMCVal["__"+self.type_of_study+"__InputVariables__SIZES"], type(1)):
 350         sizes.append(self.dictMCVal["__"+self.type_of_study+"__InputVariables__SIZES"])
 351       else:
 352         sizes = self.dictMCVal["__"+self.type_of_study+"__InputVariables__SIZES"]
 353
 354       self.text_da += "inputvariables_config = {}\n"
 355       self.text_da += "inputvariables_config['Order'] = %s\n" % list(names)
 356       for name, size in zip(names, sizes):
 357         self.text_da += "inputvariables_config['%s'] = %s\n" % (name,size)
 358       self.text_da += "study_config['InputVariables'] = inputvariables_config\n"
 359     else:
 360       self.text_da += "inputvariables_config = {}\n"
 361       self.text_da += "inputvariables_config['Order'] =['adao_default']\n"
 362       self.text_da += "inputvariables_config['adao_default'] = -1\n"
 363       self.text_da += "study_config['InputVariables'] = inputvariables_config\n"
 364
 365     # Output variables
 366     if "__"+self.type_of_study+"__OutputVariables__NAMES" in self.dictMCVal.keys():
 367       names = []
 368       sizes = []
 369       if isinstance(self.dictMCVal["__"+self.type_of_study+"__OutputVariables__NAMES"], type("")):
 370         names.append(self.dictMCVal["__"+self.type_of_study+"__OutputVariables__NAMES"])
 371       else:
 372         names = self.dictMCVal["__"+self.type_of_study+"__OutputVariables__NAMES"]
 373       if isinstance(self.dictMCVal["__"+self.type_of_study+"__OutputVariables__SIZES"], type(1)):
 374         sizes.append(self.dictMCVal["__"+self.type_of_study+"__OutputVariables__SIZES"])
 375       else:
 376         sizes = self.dictMCVal["__"+self.type_of_study+"__OutputVariables__SIZES"]
 377
 378       self.text_da += "outputvariables_config = {}\n"
 379       self.text_da += "outputvariables_config['Order'] = %s\n" % list(names)
 380       for name, size in zip(names, sizes):
 381         self.text_da += "outputvariables_config['%s'] = %s\n" % (name,size)
 382       self.text_da += "study_config['OutputVariables'] = outputvariables_config\n"
 383     else:
 384       self.text_da += "outputvariables_config = {}\n"
 385       self.text_da += "outputvariables_config['Order'] = ['adao_default']\n"
 386       self.text_da += "outputvariables_config['adao_default'] = -1\n"
 387       self.text_da += "study_config['OutputVariables'] = outputvariables_config\n"
 388
 389   def add_observers(self):
 390     observers = {}
 391     observer = self.dictMCVal["__"+self.type_of_study+"__Observers__SELECTION"]
 392     if isinstance(observer, type("")):
 393       self.add_observer_in_dict(observer, observers)
 394     else:
 395       for observer in self.dictMCVal["__"+self.type_of_study+"__Observers__SELECTION"]:
 396         self.add_observer_in_dict(observer, observers)
 397
 398     # Write observers in the python command file
 399     number = 2
 400     self.text_da += "observers = {}\n"
 401     for observer in observers.keys():
 402       number += 1
 403       self.text_da += "observers[\"" + observer + "\"] = {}\n"
 404       self.text_da += "observers[\"" + observer + "\"][\"number\"] = " + str(number) + "\n"
 405       self.text_da += "observers[\"" + observer + "\"][\"nodetype\"] = \"" + observers[observer]["nodetype"] + "\"\n"
 406       if observers[observer]["nodetype"] == "String":
 407         self.text_da += "observers[\"" + observer + "\"][\"String\"] = \"\"\"" + observers[observer]["script"] + "\"\"\"\n"
 408       elif observers[observer]["nodetype"] == "Template":
 409         self.text_da += "observers[\"" + observer + "\"][\"String\"] = \"\"\"" + observers[observer]["script"] + "\"\"\"\n"
 410         self.text_da += "observers[\"" + observer + "\"][\"Template\"] = \"\"\"" + observers[observer]["template"] + "\"\"\"\n"
 411       else:
 412         self.text_da += "observers[\"" + observer + "\"][\"Script\"] = \"" + observers[observer]["file"] + "\"\n"
 413       if "scheduler" in observers[observer].keys():
 414         self.text_da += "observers[\"" + observer + "\"][\"scheduler\"] = \"\"\"" + observers[observer]["scheduler"] + "\"\"\"\n"
 415       if "info" in observers[observer].keys():
 416         self.text_da += "observers[\"" + observer + "\"][\"info\"] = \"\"\"" + observers[observer]["info"] + "\"\"\"\n"
 417     self.text_da += "study_config['Observers'] = observers\n"
 418
 419   def add_observer_in_dict(self, observer, observers):
 420     """
 421       Add observer in the observers dict.
 422     """
 423     observers[observer] = {}
 424     observers[observer]["name"] = observer
 425     observer_eficas_name = "__"+self.type_of_study+"__Observers__" + observer + "__" + observer + "_data__"
 426     # NodeType
 427     node_type_key_name = observer_eficas_name + "NodeType"
 428     observers[observer]["nodetype"] = self.dictMCVal[node_type_key_name]
 429
 430     # NodeType script/file
 431     if observers[observer]["nodetype"] == "String":
 432       observers[observer]["script"] = self.dictMCVal[observer_eficas_name + "PythonScript__Value"]
 433     elif observers[observer]["nodetype"] == "Template":
 434       observers[observer]["nodetype"] = "String"
 435       observer_template_key = observer_eficas_name + "ObserverTemplate__"
 436       observers[observer]["template"] = self.dictMCVal[observer_template_key + "Template"]
 437       observers[observer]["script"]   = self.dictMCVal[observer_template_key + observers[observer]["template"] + "__ValueTemplate"]
 438     else:
 439       observers[observer]["file"] = self.dictMCVal[observer_eficas_name + "UserFile__Value"]
 440
 441     # Scheduler
 442     scheduler_key_name = observer_eficas_name + "Scheduler"
 443     if scheduler_key_name in self.dictMCVal.keys():
 444       observers[observer]["scheduler"] = self.dictMCVal[scheduler_key_name]
 445
 446     # Info
 447     info_key_name = observer_eficas_name + "Info"
 448     if info_key_name in self.dictMCVal.keys():
 449       observers[observer]["info"] = self.dictMCVal[info_key_name]