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       self.text_da += data_name + "_config = {}\n"
 225       self.text_da += data_name + "_config['Type'] = 'Function'\n"
 226       self.text_da += data_name + "_config['From'] = 'ScriptWithOneFunction'\n"
 227       self.text_da += data_name + "_config['Data'] = " + data_name + "_ScriptWithOneFunction\n"
 228       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 229
 230     if from_type == "FunctionDict":
 231       self.text_da += data_name + "_FunctionDict = {}\n"
 232       self.text_da += data_name + "_FunctionDict['Function'] = ['Direct', 'Tangent', 'Adjoint']\n"
 233       self.text_da += data_name + "_FunctionDict['Script'] = {}\n"
 234       self.text_da += data_name + "_FunctionDict['Script']['Direct'] = '"  + data + "'\n"
 235       self.text_da += data_name + "_FunctionDict['Script']['Tangent'] = '" + data + "'\n"
 236       self.text_da += data_name + "_FunctionDict['Script']['Adjoint'] = '" + data + "'\n"
 237       self.text_da += data_name + "_config = {}\n"
 238       self.text_da += data_name + "_config['Type'] = 'Function'\n"
 239       self.text_da += data_name + "_config['From'] = 'FunctionDict'\n"
 240       self.text_da += data_name + "_config['Data'] = " + data_name + "_FunctionDict\n"
 241       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 242
 243   def add_init(self):
 244
 245       init_file_data = self.dictMCVal["__"+self.type_of_study+"__UserDataInit__INIT_FILE"]
 246       init_target_list = self.dictMCVal["__"+self.type_of_study+"__UserDataInit__TARGET_LIST"]
 247
 248       self.text_da += "Init_config = {}\n"
 249       self.text_da += "Init_config['Type'] = 'Dict'\n"
 250       self.text_da += "Init_config['From'] = 'Script'\n"
 251       self.text_da += "Init_config['Data'] = '" + init_file_data + "'\n"
 252       self.text_da += "Init_config['Target'] = ["
 253       if type(init_target_list) is type("str"):
 254         self.text_da +=  "'" + init_target_list + "',"
 255       else:
 256         for target in init_target_list:
 257           self.text_da += "'" + target + "',"
 258       self.text_da += "]\n"
 259       self.text_da += "study_config['UserDataInit'] = Init_config\n"
 260
 261   def add_UserPostAnalysis(self):
 262
 263     from_type = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__FROM"]
 264     data = ""
 265     if from_type == "String":
 266       data = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__STRING_DATA__STRING"]
 267       self.text_da += "Analysis_config = {}\n"
 268       self.text_da += "Analysis_config['From'] = 'String'\n"
 269       self.text_da += "Analysis_config['Data'] = \"\"\"" + data + "\"\"\"\n"
 270       self.text_da += "study_config['UserPostAnalysis'] = Analysis_config\n"
 271     elif from_type == "Script":
 272       data = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__SCRIPT_DATA__SCRIPT_FILE"]
 273       self.text_da += "Analysis_config = {}\n"
 274       self.text_da += "Analysis_config['From'] = 'Script'\n"
 275       self.text_da += "Analysis_config['Data'] = '" + data + "'\n"
 276       self.text_da += "study_config['UserPostAnalysis'] = Analysis_config\n"
 277     elif from_type == "Template":
 278       tmpl = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__TEMPLATE_DATA__Template"]
 279       data = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__TEMPLATE_DATA__%s__ValueTemplate"%tmpl]
 280       self.text_da += "Analysis_config = {}\n"
 281       self.text_da += "Analysis_config['From'] = 'String'\n"
 282       self.text_da += "Analysis_config['Data'] = \"\"\"" + data + "\"\"\"\n"
 283       self.text_da += "study_config['UserPostAnalysis'] = Analysis_config\n"
 284     else:
 285       raise Exception('From Type unknown', from_type)
 286
 287   def add_AlgorithmParameters(self):
 288
 289     if not self.dictMCVal.has_key("__"+self.type_of_study+"__AlgorithmParameters__Parameters"): return
 290
 291     data_name = "AlgorithmParameters"
 292     data_type = "Dict"
 293     para_type = self.dictMCVal["__"+self.type_of_study+"__AlgorithmParameters__Parameters"]
 294     if para_type == "Defaults":
 295         from_type = para_type
 296     elif para_type == "Dict":
 297         from_type = self.dictMCVal["__"+self.type_of_study+"__AlgorithmParameters__Dict__data__FROM"]
 298
 299     if from_type == "Script":
 300       data = self.dictMCVal["__"+self.type_of_study+"__AlgorithmParameters__Dict__data__SCRIPT_DATA__SCRIPT_FILE"]
 301       self.text_da += data_name + "_config = {} \n"
 302       self.text_da += data_name + "_config['Type'] = '" + data_type + "'\n"
 303       self.text_da += data_name + "_config['From'] = '" + from_type + "'\n"
 304       self.text_da += data_name + "_config['Data'] = '" + data + "'\n"
 305       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 306     elif from_type == "String":
 307       data = self.dictMCVal["__"+self.type_of_study+"__AlgorithmParameters__Dict__data__STRING_DATA__STRING"]
 308       self.text_da += data_name + "_config = {} \n"
 309       self.text_da += data_name + "_config['Type'] = '" + data_type + "'\n"
 310       self.text_da += data_name + "_config['From'] = '" + from_type + "'\n"
 311       self.text_da += data_name + "_config['Data'] = '" + data + "'\n"
 312       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 313     elif from_type == "Defaults":
 314       base = "__"+self.type_of_study+"__AlgorithmParameters__Parameters"
 315       keys = [k for k in self.dictMCVal.keys() if base in k]
 316       keys.remove(base)
 317       keys = [k.replace(base,'') for k in keys]
 318       data  = '{'
 319       for k in keys:
 320         data += '"%s":"%s",'%(k.split('__')[-1],self.dictMCVal[base+k])
 321       data += '}'
 322       self.text_da += data_name + "_config = {} \n"
 323       self.text_da += data_name + "_config['Type'] = '" + data_type + "'\n"
 324       self.text_da += data_name + "_config['From'] = '" + from_type + "'\n"
 325       self.text_da += data_name + "_config['Data'] = '" + data + "'\n"
 326       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 327
 328   def add_variables(self):
 329
 330     # Input variables
 331     if "__"+self.type_of_study+"__InputVariables__NAMES" in self.dictMCVal.keys():
 332       names = []
 333       sizes = []
 334       if isinstance(self.dictMCVal["__"+self.type_of_study+"__InputVariables__NAMES"], type("")):
 335         names.append(self.dictMCVal["__"+self.type_of_study+"__InputVariables__NAMES"])
 336       else:
 337         names = self.dictMCVal["__"+self.type_of_study+"__InputVariables__NAMES"]
 338       if isinstance(self.dictMCVal["__"+self.type_of_study+"__InputVariables__SIZES"], type(1)):
 339         sizes.append(self.dictMCVal["__"+self.type_of_study+"__InputVariables__SIZES"])
 340       else:
 341         sizes = self.dictMCVal["__"+self.type_of_study+"__InputVariables__SIZES"]
 342
 343       self.text_da += "inputvariables_config = {}\n"
 344       self.text_da += "inputvariables_config['Order'] = %s\n" % list(names)
 345       for name, size in zip(names, sizes):
 346         self.text_da += "inputvariables_config['%s'] = %s\n" % (name,size)
 347       self.text_da += "study_config['InputVariables'] = inputvariables_config\n"
 348     else:
 349       self.text_da += "inputvariables_config = {}\n"
 350       self.text_da += "inputvariables_config['Order'] =['adao_default']\n"
 351       self.text_da += "inputvariables_config['adao_default'] = -1\n"
 352       self.text_da += "study_config['InputVariables'] = inputvariables_config\n"
 353
 354     # Output variables
 355     if "__"+self.type_of_study+"__OutputVariables__NAMES" in self.dictMCVal.keys():
 356       names = []
 357       sizes = []
 358       if isinstance(self.dictMCVal["__"+self.type_of_study+"__OutputVariables__NAMES"], type("")):
 359         names.append(self.dictMCVal["__"+self.type_of_study+"__OutputVariables__NAMES"])
 360       else:
 361         names = self.dictMCVal["__"+self.type_of_study+"__OutputVariables__NAMES"]
 362       if isinstance(self.dictMCVal["__"+self.type_of_study+"__OutputVariables__SIZES"], type(1)):
 363         sizes.append(self.dictMCVal["__"+self.type_of_study+"__OutputVariables__SIZES"])
 364       else:
 365         sizes = self.dictMCVal["__"+self.type_of_study+"__OutputVariables__SIZES"]
 366
 367       self.text_da += "outputvariables_config = {}\n"
 368       self.text_da += "outputvariables_config['Order'] = %s\n" % list(names)
 369       for name, size in zip(names, sizes):
 370         self.text_da += "outputvariables_config['%s'] = %s\n" % (name,size)
 371       self.text_da += "study_config['OutputVariables'] = outputvariables_config\n"
 372     else:
 373       self.text_da += "outputvariables_config = {}\n"
 374       self.text_da += "outputvariables_config['Order'] = ['adao_default']\n"
 375       self.text_da += "outputvariables_config['adao_default'] = -1\n"
 376       self.text_da += "study_config['OutputVariables'] = outputvariables_config\n"
 377
 378   def add_observers(self):
 379     observers = {}
 380     observer = self.dictMCVal["__"+self.type_of_study+"__Observers__SELECTION"]
 381     if isinstance(observer, type("")):
 382       self.add_observer_in_dict(observer, observers)
 383     else:
 384       for observer in self.dictMCVal["__"+self.type_of_study+"__Observers__SELECTION"]:
 385         self.add_observer_in_dict(observer, observers)
 386
 387     # Write observers in the python command file
 388     number = 2
 389     self.text_da += "observers = {}\n"
 390     for observer in observers.keys():
 391       number += 1
 392       self.text_da += "observers[\"" + observer + "\"] = {}\n"
 393       self.text_da += "observers[\"" + observer + "\"][\"number\"] = " + str(number) + "\n"
 394       self.text_da += "observers[\"" + observer + "\"][\"nodetype\"] = \"" + observers[observer]["nodetype"] + "\"\n"
 395       if observers[observer]["nodetype"] == "String":
 396         self.text_da += "observers[\"" + observer + "\"][\"String\"] = \"\"\"" + observers[observer]["script"] + "\"\"\"\n"
 397       elif observers[observer]["nodetype"] == "Template":
 398         self.text_da += "observers[\"" + observer + "\"][\"String\"] = \"\"\"" + observers[observer]["script"] + "\"\"\"\n"
 399         self.text_da += "observers[\"" + observer + "\"][\"Template\"] = \"\"\"" + observers[observer]["template"] + "\"\"\"\n"
 400       else:
 401         self.text_da += "observers[\"" + observer + "\"][\"Script\"] = \"" + observers[observer]["file"] + "\"\n"
 402       if "scheduler" in observers[observer].keys():
 403         self.text_da += "observers[\"" + observer + "\"][\"scheduler\"] = \"\"\"" + observers[observer]["scheduler"] + "\"\"\"\n"
 404       if "info" in observers[observer].keys():
 405         self.text_da += "observers[\"" + observer + "\"][\"info\"] = \"\"\"" + observers[observer]["info"] + "\"\"\"\n"
 406     self.text_da += "study_config['Observers'] = observers\n"
 407
 408   def add_observer_in_dict(self, observer, observers):
 409     """
 410       Add observer in the observers dict.
 411     """
 412     observers[observer] = {}
 413     observers[observer]["name"] = observer
 414     observer_eficas_name = "__"+self.type_of_study+"__Observers__" + observer + "__" + observer + "_data__"
 415     # NodeType
 416     node_type_key_name = observer_eficas_name + "NodeType"
 417     observers[observer]["nodetype"] = self.dictMCVal[node_type_key_name]
 418
 419     # NodeType script/file
 420     if observers[observer]["nodetype"] == "String":
 421       observers[observer]["script"] = self.dictMCVal[observer_eficas_name + "PythonScript__Value"]
 422     elif observers[observer]["nodetype"] == "Template":
 423       observers[observer]["nodetype"] = "String"
 424       observer_template_key = observer_eficas_name + "ObserverTemplate__"
 425       observers[observer]["template"] = self.dictMCVal[observer_template_key + "Template"]
 426       observers[observer]["script"]   = self.dictMCVal[observer_template_key + observers[observer]["template"] + "__ValueTemplate"]
 427     else:
 428       observers[observer]["file"] = self.dictMCVal[observer_eficas_name + "UserFile__Value"]
 429
 430     # Scheduler
 431     scheduler_key_name = observer_eficas_name + "Scheduler"
 432     if scheduler_key_name in self.dictMCVal.keys():
 433       observers[observer]["scheduler"] = self.dictMCVal[scheduler_key_name]
 434
 435     # Info
 436     info_key_name = observer_eficas_name + "Info"
 437     if info_key_name in self.dictMCVal.keys():
 438       observers[observer]["info"] = self.dictMCVal[info_key_name]