src/daEficas/generator_adao.py

   1 # -*- coding: utf-8 -*-
   2 #
   3 # Copyright (C) 2008-2018 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,appli=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.items():
  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.debug("EFICAS case is not valid, 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 = open( str(filename), 'w')
  81       f.write( self.text_da )
  82       f.close()
  83
  84   def generMCSIMP(self,obj) :
  85     """
  86     Convertit un objet MCSIMP en texte python
  87     """
  88     clef=""
  89     for i in obj.getGenealogie() :
  90       clef=clef+"__"+i
  91     self.dictMCVal[clef]=obj.valeur
  92
  93     s=PythonGenerator.generMCSIMP(self,obj)
  94     return s
  95
  96   def generate_da(self):
  97
  98     if "__CHECKING_STUDY__StudyName" in self.dictMCVal.keys():
  99       self.type_of_study = "CHECKING_STUDY"
 100     else:
 101       self.type_of_study = "ASSIMILATION_STUDY"
 102
 103     self.text_da += "#-*- coding: utf-8 -*-\n"
 104     self.text_da += "study_config = {}\n"
 105
 106     # Extraction de Study_type
 107     self.text_da += "study_config['StudyType'] = '" + self.type_of_study + "'\n"
 108     # Extraction de StudyName
 109     self.text_da += "study_config['Name'] = '" + self.dictMCVal["__"+self.type_of_study+"__StudyName"] + "'\n"
 110     # Extraction de Debug
 111     if "__"+self.type_of_study+"__Debug" in self.dictMCVal.keys():
 112       self.text_da += "study_config['Debug'] = '" + str(self.dictMCVal["__"+self.type_of_study+"__Debug"]) + "'\n"
 113     else:
 114       self.text_da += "study_config['Debug'] = '0'\n"
 115
 116     # Extraction de Algorithm et de ses parametres
 117     if "__"+self.type_of_study+"__AlgorithmParameters__Algorithm" in self.dictMCVal.keys():
 118       self.text_da += "study_config['Algorithm'] = '" + self.dictMCVal["__"+self.type_of_study+"__AlgorithmParameters__Algorithm"] + "'\n"
 119       self.add_AlgorithmParameters()
 120     elif "__"+self.type_of_study+"__Algorithm" in self.dictMCVal.keys():
 121       self.text_da += "study_config['Algorithm'] = '" + self.dictMCVal["__"+self.type_of_study+"__Algorithm"] + "'\n"
 122
 123     if "__"+self.type_of_study+"__Background__INPUT_TYPE" in self.dictMCVal.keys():
 124       self.add_data("Background")
 125     if "__"+self.type_of_study+"__BackgroundError__INPUT_TYPE" in self.dictMCVal.keys():
 126       self.add_data("BackgroundError")
 127     if "__"+self.type_of_study+"__Observation__INPUT_TYPE" in self.dictMCVal.keys():
 128       self.add_data("Observation")
 129     if "__"+self.type_of_study+"__ObservationError__INPUT_TYPE" in self.dictMCVal.keys():
 130       self.add_data("ObservationError")
 131     if "__"+self.type_of_study+"__CheckingPoint__INPUT_TYPE" in self.dictMCVal.keys():
 132       self.add_data("CheckingPoint")
 133     if "__"+self.type_of_study+"__ObservationOperator__INPUT_TYPE" in self.dictMCVal.keys():
 134       self.add_data("ObservationOperator")
 135     if "__"+self.type_of_study+"__EvolutionModel__INPUT_TYPE" in self.dictMCVal.keys():
 136       self.add_data("EvolutionModel")
 137     if "__"+self.type_of_study+"__EvolutionError__INPUT_TYPE" in self.dictMCVal.keys():
 138       self.add_data("EvolutionError")
 139     if "__"+self.type_of_study+"__ControlInput__INPUT_TYPE" in self.dictMCVal.keys():
 140       self.add_data("ControlInput")
 141
 142     self.add_variables()
 143     # Parametres optionnels
 144
 145     # Extraction du StudyRepertory
 146     if "__"+self.type_of_study+"__StudyRepertory" in self.dictMCVal.keys():
 147       self.text_da += "study_config['Repertory'] = '" + self.dictMCVal["__"+self.type_of_study+"__StudyRepertory"] + "'\n"
 148     # Extraction de UserPostAnalysis
 149     if "__"+self.type_of_study+"__UserPostAnalysis__FROM" in self.dictMCVal.keys():
 150       self.add_UserPostAnalysis()
 151     if "__"+self.type_of_study+"__UserDataInit__INIT_FILE" in self.dictMCVal.keys():
 152       self.add_init()
 153     if "__"+self.type_of_study+"__Observers__SELECTION" in self.dictMCVal.keys():
 154       self.add_observers()
 155
 156   def add_data(self, data_name):
 157
 158     # Extraction des donnees
 159     search_text = "__"+self.type_of_study+"__" + data_name + "__"
 160     data_type = self.dictMCVal[search_text + "INPUT_TYPE"]
 161     search_type = search_text + data_type + "__data__"
 162     from_type = self.dictMCVal[search_type + "FROM"]
 163     data = ""
 164     if from_type == "String":
 165       data = self.dictMCVal[search_type + "STRING_DATA__STRING"]
 166     elif from_type == "Script":
 167       data = self.dictMCVal[search_type + "SCRIPT_DATA__SCRIPT_FILE"]
 168     elif from_type == "ScriptWithSwitch":
 169       data = self.dictMCVal[search_type + "SCRIPTWITHSWITCH_DATA__SCRIPTWITHSWITCH_FILE"]
 170     elif from_type == "ScriptWithFunctions":
 171       data = self.dictMCVal[search_type + "SCRIPTWITHFUNCTIONS_DATA__SCRIPTWITHFUNCTIONS_FILE"]
 172     elif from_type == "ScriptWithOneFunction":
 173       data = self.dictMCVal[search_type + "SCRIPTWITHONEFUNCTION_DATA__SCRIPTWITHONEFUNCTION_FILE"]
 174     elif from_type == "FunctionDict":
 175       data = self.dictMCVal[search_type + "FUNCTIONDICT_DATA__FUNCTIONDICT_FILE"]
 176     else:
 177       raise Exception('From Type unknown', from_type)
 178
 179     if from_type == "String" or from_type == "Script":
 180       self.text_da += data_name + "_config = {}\n"
 181       self.text_da += data_name + "_config['Type'] = '" + data_type + "'\n"
 182       self.text_da += data_name + "_config['From'] = '" + from_type + "'\n"
 183       self.text_da += data_name + "_config['Data'] = '" + data      + "'\n"
 184       if search_text+"Stored" in self.dictMCVal.keys():
 185         self.text_da += data_name + "_config['Stored'] = '" +  str(self.dictMCVal[search_text+"Stored"])  + "'\n"
 186       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 187
 188     if from_type == "ScriptWithSwitch":
 189       self.text_da += data_name + "_ScriptWithSwitch = {}\n"
 190       self.text_da += data_name + "_ScriptWithSwitch['Function'] = ['Direct', 'Tangent', 'Adjoint']\n"
 191       self.text_da += data_name + "_ScriptWithSwitch['Script'] = {}\n"
 192       self.text_da += data_name + "_ScriptWithSwitch['Script']['Direct'] = '"  + data + "'\n"
 193       self.text_da += data_name + "_ScriptWithSwitch['Script']['Tangent'] = '" + data + "'\n"
 194       self.text_da += data_name + "_ScriptWithSwitch['Script']['Adjoint'] = '" + data + "'\n"
 195       self.text_da += data_name + "_config = {}\n"
 196       self.text_da += data_name + "_config['Type'] = 'Function'\n"
 197       self.text_da += data_name + "_config['From'] = 'ScriptWithSwitch'\n"
 198       self.text_da += data_name + "_config['Data'] = " + data_name + "_ScriptWithSwitch\n"
 199       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 200
 201     if from_type == "ScriptWithFunctions":
 202       self.text_da += data_name + "_ScriptWithFunctions = {}\n"
 203       self.text_da += data_name + "_ScriptWithFunctions['Function'] = ['Direct', 'Tangent', 'Adjoint']\n"
 204       self.text_da += data_name + "_ScriptWithFunctions['Script'] = {}\n"
 205       self.text_da += data_name + "_ScriptWithFunctions['Script']['Direct'] = '"  + data + "'\n"
 206       self.text_da += data_name + "_ScriptWithFunctions['Script']['Tangent'] = '" + data + "'\n"
 207       self.text_da += data_name + "_ScriptWithFunctions['Script']['Adjoint'] = '" + data + "'\n"
 208       self.text_da += data_name + "_config = {}\n"
 209       self.text_da += data_name + "_config['Type'] = 'Function'\n"
 210       self.text_da += data_name + "_config['From'] = 'ScriptWithFunctions'\n"
 211       self.text_da += data_name + "_config['Data'] = " + data_name + "_ScriptWithFunctions\n"
 212       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 213
 214     if from_type == "ScriptWithOneFunction":
 215       self.text_da += data_name + "_ScriptWithOneFunction = {}\n"
 216       self.text_da += data_name + "_ScriptWithOneFunction['Function'] = ['Direct', 'Tangent', 'Adjoint']\n"
 217       self.text_da += data_name + "_ScriptWithOneFunction['Script'] = {}\n"
 218       self.text_da += data_name + "_ScriptWithOneFunction['Script']['Direct'] = '"  + data + "'\n"
 219       self.text_da += data_name + "_ScriptWithOneFunction['Script']['Tangent'] = '" + data + "'\n"
 220       self.text_da += data_name + "_ScriptWithOneFunction['Script']['Adjoint'] = '" + data + "'\n"
 221       self.text_da += data_name + "_ScriptWithOneFunction['DifferentialIncrement'] = " + str(float(self.dictMCVal[search_type + "SCRIPTWITHONEFUNCTION_DATA__DifferentialIncrement"])) + "\n"
 222       self.text_da += data_name + "_ScriptWithOneFunction['CenteredFiniteDifference'] = " + str(self.dictMCVal[search_type + "SCRIPTWITHONEFUNCTION_DATA__CenteredFiniteDifference"]) + "\n"
 223       if search_type + "SCRIPTWITHONEFUNCTION_DATA__EnableMultiProcessing" in self.dictMCVal.keys():
 224         self.text_da += data_name + "_ScriptWithOneFunction['EnableMultiProcessing'] = " + str(self.dictMCVal[search_type + "SCRIPTWITHONEFUNCTION_DATA__EnableMultiProcessing"]) + "\n"
 225       if search_type + "SCRIPTWITHONEFUNCTION_DATA__NumberOfProcesses" in self.dictMCVal.keys():
 226         self.text_da += data_name + "_ScriptWithOneFunction['NumberOfProcesses'] = " + str(self.dictMCVal[search_type + "SCRIPTWITHONEFUNCTION_DATA__NumberOfProcesses"]) + "\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_init(self):
 247
 248       init_file_data = self.dictMCVal["__"+self.type_of_study+"__UserDataInit__INIT_FILE"]
 249       init_target_list = self.dictMCVal["__"+self.type_of_study+"__UserDataInit__TARGET_LIST"]
 250
 251       self.text_da += "Init_config = {}\n"
 252       self.text_da += "Init_config['Type'] = 'Dict'\n"
 253       self.text_da += "Init_config['From'] = 'Script'\n"
 254       self.text_da += "Init_config['Data'] = '" + init_file_data + "'\n"
 255       self.text_da += "Init_config['Target'] = ["
 256       if isinstance(init_target_list, "str"):
 257         self.text_da +=  "'" + init_target_list + "',"
 258       else:
 259         for target in init_target_list:
 260           self.text_da += "'" + target + "',"
 261       self.text_da += "]\n"
 262       self.text_da += "study_config['UserDataInit'] = Init_config\n"
 263
 264   def add_UserPostAnalysis(self):
 265
 266     from_type = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__FROM"]
 267     data = ""
 268     if from_type == "String":
 269       data = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__STRING_DATA__STRING"]
 270       self.text_da += "Analysis_config = {}\n"
 271       self.text_da += "Analysis_config['From'] = 'String'\n"
 272       self.text_da += "Analysis_config['Data'] = \"\"\"" + data + "\"\"\"\n"
 273       self.text_da += "study_config['UserPostAnalysis'] = Analysis_config\n"
 274     elif from_type == "Script":
 275       data = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__SCRIPT_DATA__SCRIPT_FILE"]
 276       self.text_da += "Analysis_config = {}\n"
 277       self.text_da += "Analysis_config['From'] = 'Script'\n"
 278       self.text_da += "Analysis_config['Data'] = '" + data + "'\n"
 279       self.text_da += "study_config['UserPostAnalysis'] = Analysis_config\n"
 280     elif from_type == "Template":
 281       tmpl = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__TEMPLATE_DATA__Template"]
 282       data = self.dictMCVal["__"+self.type_of_study+"__UserPostAnalysis__TEMPLATE_DATA__%s__ValueTemplate"%tmpl]
 283       self.text_da += "Analysis_config = {}\n"
 284       self.text_da += "Analysis_config['From'] = 'String'\n"
 285       self.text_da += "Analysis_config['Data'] = \"\"\"" + data + "\"\"\"\n"
 286       self.text_da += "study_config['UserPostAnalysis'] = Analysis_config\n"
 287     else:
 288       raise Exception('From Type unknown', from_type)
 289
 290   def add_AlgorithmParameters(self):
 291
 292     data_name = "AlgorithmParameters"
 293     data_type = "Dict"
 294     #
 295     if "__"+self.type_of_study+"__AlgorithmParameters__Parameters" in self.dictMCVal:
 296         para_type = self.dictMCVal["__"+self.type_of_study+"__AlgorithmParameters__Parameters"]
 297     else:
 298         para_type = "Defaults"
 299     #
 300     if para_type == "Defaults":
 301         from_type = para_type
 302     elif para_type == "Dict":
 303         from_type = self.dictMCVal["__"+self.type_of_study+"__AlgorithmParameters__Dict__data__FROM"]
 304     else:
 305         return
 306
 307     if from_type == "Script":
 308       data = self.dictMCVal["__"+self.type_of_study+"__AlgorithmParameters__Dict__data__SCRIPT_DATA__SCRIPT_FILE"]
 309       self.text_da += data_name + "_config = {}\n"
 310       self.text_da += data_name + "_config['Type'] = '" + data_type + "'\n"
 311       self.text_da += data_name + "_config['From'] = '" + from_type + "'\n"
 312       self.text_da += data_name + "_config['Data'] = '" + data + "'\n"
 313       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 314     elif from_type == "String":
 315       data = self.dictMCVal["__"+self.type_of_study+"__AlgorithmParameters__Dict__data__STRING_DATA__STRING"]
 316       self.text_da += data_name + "_config = {}\n"
 317       self.text_da += data_name + "_config['Type'] = '" + data_type + "'\n"
 318       self.text_da += data_name + "_config['From'] = '" + from_type + "'\n"
 319       self.text_da += data_name + "_config['Data'] = '" + data + "'\n"
 320       self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 321     elif from_type == "Defaults":
 322       base = "__"+self.type_of_study+"__AlgorithmParameters__Parameters"
 323       keys = [k for k in self.dictMCVal.keys() if base in k]
 324       if base in keys: keys.remove(base)
 325       keys = [k.replace(base,'') for k in keys]
 326       data  = '{'
 327       for k in keys:
 328         key = k.split('__')[-1]
 329         val = self.dictMCVal[base+k]
 330         # print key," = ",val,"    ",type(val)
 331         if isinstance(val, str) and key == "SetSeed":
 332             data += '"%s":%s,'%(key,int(val))
 333         elif isinstance(val, str) and not (val.count('[')>=2 or val.count('(')>=2):
 334             data += '"%s":"%s",'%(key,val)
 335         else:
 336             data += '"%s":%s,'%(key,val)
 337       data = data.replace("'",'"')
 338       data += '}'
 339       if data != '{}':
 340           self.text_da += data_name + "_config = {}\n"
 341           self.text_da += data_name + "_config['Type'] = '" + data_type + "'\n"
 342           self.text_da += data_name + "_config['From'] = 'String'\n"
 343           self.text_da += data_name + "_config['Data'] = '" + data + "'\n"
 344           self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config\n"
 345
 346   def add_variables(self):
 347
 348     # Input variables
 349     if "__"+self.type_of_study+"__InputVariables__NAMES" in self.dictMCVal.keys():
 350       names = []
 351       sizes = []
 352       if isinstance(self.dictMCVal["__"+self.type_of_study+"__InputVariables__NAMES"], type("")):
 353         names.append(self.dictMCVal["__"+self.type_of_study+"__InputVariables__NAMES"])
 354       else:
 355         names = self.dictMCVal["__"+self.type_of_study+"__InputVariables__NAMES"]
 356       if isinstance(self.dictMCVal["__"+self.type_of_study+"__InputVariables__SIZES"], type(1)):
 357         sizes.append(self.dictMCVal["__"+self.type_of_study+"__InputVariables__SIZES"])
 358       else:
 359         sizes = self.dictMCVal["__"+self.type_of_study+"__InputVariables__SIZES"]
 360
 361       self.text_da += "inputvariables_config = {}\n"
 362       self.text_da += "inputvariables_config['Order'] = %s\n" % list(names)
 363       for name, size in zip(names, sizes):
 364         self.text_da += "inputvariables_config['%s'] = %s\n" % (name,size)
 365       self.text_da += "study_config['InputVariables'] = inputvariables_config\n"
 366     else:
 367       self.text_da += "inputvariables_config = {}\n"
 368       self.text_da += "inputvariables_config['Order'] =['adao_default']\n"
 369       self.text_da += "inputvariables_config['adao_default'] = -1\n"
 370       self.text_da += "study_config['InputVariables'] = inputvariables_config\n"
 371
 372     # Output variables
 373     if "__"+self.type_of_study+"__OutputVariables__NAMES" in self.dictMCVal.keys():
 374       names = []
 375       sizes = []
 376       if isinstance(self.dictMCVal["__"+self.type_of_study+"__OutputVariables__NAMES"], type("")):
 377         names.append(self.dictMCVal["__"+self.type_of_study+"__OutputVariables__NAMES"])
 378       else:
 379         names = self.dictMCVal["__"+self.type_of_study+"__OutputVariables__NAMES"]
 380       if isinstance(self.dictMCVal["__"+self.type_of_study+"__OutputVariables__SIZES"], type(1)):
 381         sizes.append(self.dictMCVal["__"+self.type_of_study+"__OutputVariables__SIZES"])
 382       else:
 383         sizes = self.dictMCVal["__"+self.type_of_study+"__OutputVariables__SIZES"]
 384
 385       self.text_da += "outputvariables_config = {}\n"
 386       self.text_da += "outputvariables_config['Order'] = %s\n" % list(names)
 387       for name, size in zip(names, sizes):
 388         self.text_da += "outputvariables_config['%s'] = %s\n" % (name,size)
 389       self.text_da += "study_config['OutputVariables'] = outputvariables_config\n"
 390     else:
 391       self.text_da += "outputvariables_config = {}\n"
 392       self.text_da += "outputvariables_config['Order'] = ['adao_default']\n"
 393       self.text_da += "outputvariables_config['adao_default'] = -1\n"
 394       self.text_da += "study_config['OutputVariables'] = outputvariables_config\n"
 395
 396   def add_observers(self):
 397     observers = {}
 398     observer = self.dictMCVal["__"+self.type_of_study+"__Observers__SELECTION"]
 399     if isinstance(observer, type("")):
 400       self.add_observer_in_dict(observer, observers)
 401     else:
 402       for observer in self.dictMCVal["__"+self.type_of_study+"__Observers__SELECTION"]:
 403         self.add_observer_in_dict(observer, observers)
 404
 405     # Write observers in the python command file
 406     number = 2
 407     self.text_da += "observers = {}\n"
 408     for observer in observers.keys():
 409       number += 1
 410       self.text_da += "observers[\"" + observer + "\"] = {}\n"
 411       self.text_da += "observers[\"" + observer + "\"][\"number\"] = " + str(number) + "\n"
 412       self.text_da += "observers[\"" + observer + "\"][\"nodetype\"] = \"" + observers[observer]["nodetype"] + "\"\n"
 413       if observers[observer]["nodetype"] == "String":
 414         self.text_da += "observers[\"" + observer + "\"][\"String\"] = \"\"\"" + observers[observer]["script"] + "\"\"\"\n"
 415       elif observers[observer]["nodetype"] == "Template":
 416         self.text_da += "observers[\"" + observer + "\"][\"String\"] = \"\"\"" + observers[observer]["script"] + "\"\"\"\n"
 417         self.text_da += "observers[\"" + observer + "\"][\"Template\"] = \"\"\"" + observers[observer]["template"] + "\"\"\"\n"
 418       else:
 419         self.text_da += "observers[\"" + observer + "\"][\"Script\"] = \"" + observers[observer]["file"] + "\"\n"
 420       if "scheduler" in observers[observer].keys():
 421         self.text_da += "observers[\"" + observer + "\"][\"scheduler\"] = \"\"\"" + observers[observer]["scheduler"] + "\"\"\"\n"
 422       if "info" in observers[observer].keys():
 423         self.text_da += "observers[\"" + observer + "\"][\"info\"] = \"\"\"" + observers[observer]["info"] + "\"\"\"\n"
 424     self.text_da += "study_config['Observers'] = observers\n"
 425
 426   def add_observer_in_dict(self, observer, observers):
 427     """
 428       Add observer in the observers dict.
 429     """
 430     observers[observer] = {}
 431     observers[observer]["name"] = observer
 432     observer_eficas_name = "__"+self.type_of_study+"__Observers__" + observer + "__" + observer + "_data__"
 433     # NodeType
 434     node_type_key_name = observer_eficas_name + "NodeType"
 435     observers[observer]["nodetype"] = self.dictMCVal[node_type_key_name]
 436
 437     # NodeType script/file
 438     if observers[observer]["nodetype"] == "String":
 439       observers[observer]["script"] = self.dictMCVal[observer_eficas_name + "PythonScript__Value"]
 440     elif observers[observer]["nodetype"] == "Template":
 441       observers[observer]["nodetype"] = "String"
 442       observer_template_key = observer_eficas_name + "ObserverTemplate__"
 443       observers[observer]["template"] = self.dictMCVal[observer_template_key + "Template"]
 444       observers[observer]["script"]   = self.dictMCVal[observer_template_key + observers[observer]["template"] + "__ValueTemplate"]
 445     else:
 446       observers[observer]["file"] = self.dictMCVal[observer_eficas_name + "UserFile__Value"]
 447
 448     # Scheduler
 449     scheduler_key_name = observer_eficas_name + "Scheduler"
 450     if scheduler_key_name in self.dictMCVal.keys():
 451       observers[observer]["scheduler"] = self.dictMCVal[scheduler_key_name]
 452
 453     # Info
 454     info_key_name = observer_eficas_name + "Info"
 455     if info_key_name in self.dictMCVal.keys():
 456       observers[observer]["info"] = self.dictMCVal[info_key_name]