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Updating case interfaces utilities
authorJean-Philippe ARGAUD <jean-philippe.argaud@edf.fr>
Sun, 11 Feb 2018 20:56:25 +0000 (21:56 +0100)
committerJean-Philippe ARGAUD <jean-philippe.argaud@edf.fr>
Sun, 11 Feb 2018 20:56:25 +0000 (21:56 +0100)
src/daComposant/daCore/BasicObjects.py
src/daComposant/daCore/Interfaces.py [new file with mode: 0644]

index 07c17da920be71d359af489625e93650cb77d925..41c5f106306e49da36699f7c9c7ea240fea51e15 100644 (file)
@@ -35,7 +35,9 @@ import copy
 import numpy
 from daCore import Persistence
 from daCore import PlatformInfo
+from daCore import Interfaces
 from daCore import Templates
+from daCore.Interfaces import ImportFromScript
 
 # ==============================================================================
 class CacheManager(object):
@@ -1592,12 +1594,16 @@ class CaseLogger(object):
         self.__objname  = str(__objname)
         self.__logSerie = []
         self.__switchoff = False
-        self.__viewers = self.__loaders = {
-            "TUI":_TUIViewer,
-            "EPD":_EPDViewer,
-            "DCT":_DCTViewer,
-            "SCD":_SCDViewer,
-            "YACS":_YACSViewer,
+        self.__viewers = {
+            "TUI":Interfaces._TUIViewer,
+            "DCT":Interfaces._DCTViewer,
+            "SCD":Interfaces._SCDViewer,
+            "YACS":Interfaces._YACSViewer,
+            }
+        self.__loaders = {
+            "TUI":Interfaces._TUIViewer,
+            "EPD":Interfaces._EPDViewer,
+            "DCT":Interfaces._DCTViewer,
             }
         if __addViewers is not None:
             self.__viewers.update(dict(__addViewers))
@@ -1615,7 +1621,7 @@ class CaseLogger(object):
             self.__switchoff = False
 
     def dump(self, __filename=None, __format="TUI", __upa=""):
-        "Restitution normalisée des commandes (par les *GenericCaseViewer)"
+        "Restitution normalisée des commandes"
         if __format in self.__viewers:
             __formater = self.__viewers[__format](self.__name, self.__objname, self.__logSerie)
         else:
@@ -1630,604 +1636,6 @@ class CaseLogger(object):
             raise ValueError("Loading as \"%s\" is not available"%__format)
         return __formater.load(__filename, __content, __object)
 
-# ==============================================================================
-class GenericCaseViewer(object):
-    """
-    Gestion des commandes de creation d'une vue de cas
-    """
-    def __init__(self, __name="", __objname="case", __content=None, __object=None):
-        "Initialisation et enregistrement de l'entete"
-        self._name         = str(__name)
-        self._objname      = str(__objname)
-        self._lineSerie    = []
-        self._switchoff    = False
-        self._numobservers = 2
-        self._content      = __content
-        self._object       = __object
-        self._missing = """raise ValueError("This case requires beforehand to import or define the variable named <%s>. When corrected, remove this command, correct and uncomment the following one.")\n# """
-    def _append(self, *args):
-        "Transformation de commande individuelle en enregistrement"
-        raise NotImplementedError()
-    def _extract(self, *args):
-        "Transformation d'enregistrement en commande individuelle"
-        raise NotImplementedError()
-    def _finalize(self, __upa=None):
-        "Enregistrement du final"
-        if __upa is not None and len(__upa)>0:
-            self._lineSerie.append("%s.execute()"%(self._objname,))
-            self._lineSerie.append(__upa)
-    def _addLine(self, line=""):
-        "Ajoute un enregistrement individuel"
-        self._lineSerie.append(line)
-    def _get_objname(self):
-        return self._objname
-    def dump(self, __filename=None, __upa=None):
-        "Restitution normalisée des commandes"
-        self._finalize(__upa)
-        __text = "\n".join(self._lineSerie)
-        __text +="\n"
-        if __filename is not None:
-            __file = os.path.abspath(__filename)
-            __fid = open(__file,"w")
-            __fid.write(__text)
-            __fid.close()
-        return __text
-    def load(self, __filename=None, __content=None, __object=None):
-        "Chargement normalisé des commandes"
-        if __filename is not None and os.path.exists(__filename):
-            self._content = open(__filename, 'r').read()
-        elif __content is not None and type(__content) is str:
-            self._content = __content
-        elif __object is not None and type(__object) is dict:
-            self._object = copy.deepcopy(__object)
-        else:
-            pass # use "self._content" from initialization
-        __commands = self._extract(self._content, self._object)
-        return __commands
-
-class _TUIViewer(GenericCaseViewer):
-    """
-    Etablissement des commandes d'un cas ADAO TUI (Cas<->TUI)
-    """
-    def __init__(self, __name="", __objname="case", __content=None, __object=None):
-        "Initialisation et enregistrement de l'entete"
-        GenericCaseViewer.__init__(self, __name, __objname, __content, __object)
-        self._addLine("# -*- coding: utf-8 -*-")
-        self._addLine("#\n# Python script for ADAO TUI\n#")
-        self._addLine("from numpy import array, matrix")
-        self._addLine("import adaoBuilder")
-        self._addLine("%s = adaoBuilder.New('%s')"%(self._objname, self._name))
-        if self._content is not None:
-            for command in self._content:
-                self._append(*command)
-    def _append(self, __command=None, __keys=None, __local=None, __pre=None, __switchoff=False):
-        "Transformation d'une commande individuelle en un enregistrement"
-        if __command is not None and __keys is not None and __local is not None:
-            __text  = ""
-            if __pre is not None:
-                __text += "%s = "%__pre
-            __text += "%s.%s( "%(self._objname,str(__command))
-            if "self" in __keys: __keys.remove("self")
-            if __command not in ("set","get") and "Concept" in __keys: __keys.remove("Concept")
-            for k in __keys:
-                __v = __local[k]
-                if __v is None: continue
-                if   k == "Checked" and not __v: continue
-                if   k == "Stored"  and not __v: continue
-                if   k == "AvoidRC" and __v: continue
-                if   k == "noDetails": continue
-                if isinstance(__v,Persistence.Persistence): __v = __v.values()
-                if callable(__v): __text = self._missing%__v.__name__+__text
-                if isinstance(__v,dict):
-                    for val in __v.values():
-                        if callable(val): __text = self._missing%val.__name__+__text
-                numpy.set_printoptions(precision=15,threshold=1000000,linewidth=1000*15)
-                __text += "%s=%s, "%(k,repr(__v))
-                numpy.set_printoptions(precision=8,threshold=1000,linewidth=75)
-            __text.rstrip(", ")
-            __text += ")"
-            self._addLine(__text)
-    def _extract(self, __multilines="", __object=None):
-        "Transformation un enregistrement en une commande individuelle"
-        __is_case = False
-        __commands = []
-        __multilines = __multilines.replace("\r\n","\n")
-        for line in __multilines.split("\n"):
-            if "adaoBuilder.New" in line and "=" in line:
-                self._objname = line.split("=")[0].strip()
-                __is_case = True
-                logging.debug("TUI Extracting commands of '%s' object..."%(self._objname,))
-            if not __is_case:
-                continue
-            else:
-                if self._objname+".set" in line:
-                    __commands.append( line.replace(self._objname+".","",1) )
-                    logging.debug("TUI Extracted command: %s"%(__commands[-1],))
-        return __commands
-
-class _EPDViewer(GenericCaseViewer):
-    """
-    Etablissement des commandes d'un cas EPD (Eficas Python Dictionnary/Cas<-EPD)
-    """
-    def __init__(self, __name="", __objname="case", __content=None, __object=None):
-        "Initialisation et enregistrement de l'entete"
-        GenericCaseViewer.__init__(self, __name, __objname, __content, __object)
-        self._observerIndex = 0
-        self._addLine("# -*- coding: utf-8 -*-")
-        self._addLine("#\n# Python script for ADAO EPD\n#")
-        self._addLine("from numpy import array, matrix")
-        self._addLine("#")
-        self._addLine("%s = {}"%__objname)
-        if self._content is not None:
-            for command in self._content:
-                self._append(*command)
-    def _extract(self, __multilines=None, __object=None):
-        "Transformation un enregistrement en une commande individuelle"
-        if __multilines is not None:
-            __multilines = __multilines.replace("\r\n","\n")
-            exec(__multilines)
-            self._objdata = None
-            __getlocals = locals()
-            for k in __getlocals:
-                try:
-                    if type(__getlocals[k]) is dict:
-                        if 'ASSIMILATION_STUDY' in __getlocals[k]:
-                            self._objname = k
-                            self._objdata = __getlocals[k]['ASSIMILATION_STUDY']
-                        if 'CHECKING_STUDY' in __getlocals[k]:
-                            self._objname = k
-                            self._objdata = __getlocals[k]['CHECKING_STUDY']
-                except:
-                    continue
-        elif __multilines is None and __object is not None and type(__object) is dict:
-            self._objname = "case"
-            self._objdata = None
-            if 'ASSIMILATION_STUDY' in __object:
-                self._objdata = __object['ASSIMILATION_STUDY']
-            if 'CHECKING_STUDY' in __object:
-                self._objdata = __object['CHECKING_STUDY']
-        else:
-            self._objdata = None
-        #
-        if self._objdata is None or not(type(self._objdata) is dict) or not('AlgorithmParameters' in self._objdata):
-            raise ValueError("Impossible to load given content as a ADAO EPD one (no dictionnary or no 'AlgorithmParameters' key found).")
-        # ----------------------------------------------------------------------
-        logging.debug("EPD Extracting commands of '%s' object..."%(self._objname,))
-        __commands = []
-        __UserPostAnalysis = ""
-        for k,r in self._objdata.items():
-            __command = k
-            logging.debug("EPD Extracted command: %s:%s"%(k, r))
-            if   __command == "StudyName" and len(str(r))>0:
-                __commands.append( "set( Concept='Name', String='%s')"%(str(r),) )
-            elif   __command == "StudyRepertory":
-                __commands.append( "set( Concept='Directory', String='%s')"%(str(r),) )
-            #
-            elif __command == "UserPostAnalysis" and type(r) is dict:
-                if 'STRING_DATA' in r:
-                    __UserPostAnalysis = r['STRING_DATA']['STRING']
-                elif 'SCRIPT_DATA' in r and os.path.exists(r['SCRIPT_DATA']['SCRIPT_FILE']):
-                    __UserPostAnalysis = open(r['SCRIPT_DATA']['SCRIPT_FILE'],'r').read()
-                elif 'TEMPLATE_DATA' in r:
-                    # AnalysisPrinter...
-                    __itempl = r['TEMPLATE_DATA']['Template']
-                    __UserPostAnalysis = r['TEMPLATE_DATA'][__itempl]['ValueTemplate']
-                else:
-                    __UserPostAnalysis = ""
-                __UserPostAnalysis = __UserPostAnalysis.replace("ADD",self._objname)
-            #
-            elif __command == "AlgorithmParameters" and type(r) is dict and 'Algorithm' in r:
-                if 'Parameters%s'%(r['Algorithm'],) in r and r['Parameters'] == 'Defaults':
-                    __Dict = r['Parameters%s'%(r['Algorithm'],)]
-                    if 'SetSeed' in __Dict:__Dict['SetSeed'] = int(__Dict['SetSeed'])
-                    if 'BoxBounds' in __Dict and type(__Dict['BoxBounds']) is str:
-                        __Dict['BoxBounds'] = eval(__Dict['BoxBounds'])
-                    __parameters = ', Parameters=%s'%(repr(__Dict),)
-                elif 'Dict' in r and r['Parameters'] == 'Dict':
-                    __from = r['Dict']['data']
-                    if 'STRING_DATA' in __from:
-                        __parameters = ", Parameters=%s"%(repr(eval(__from['STRING_DATA']['STRING'])),)
-                    elif 'SCRIPT_DATA' in __from and os.path.exists(__from['SCRIPT_DATA']['SCRIPT_FILE']):
-                        __parameters = ", Script='%s'"%(__from['SCRIPT_DATA']['SCRIPT_FILE'],)
-                else:
-                    __parameters = ""
-                __commands.append( "set( Concept='AlgorithmParameters', Algorithm='%s'%s )"%(r['Algorithm'],__parameters) )
-            #
-            elif __command == "Observers" and type(r) is dict and 'SELECTION' in r:
-                if type(r['SELECTION']) is str:
-                    __selection = (r['SELECTION'],)
-                else:
-                    __selection = tuple(r['SELECTION'])
-                for sk in __selection:
-                    __idata = r[sk]['%s_data'%sk]
-                    if __idata['NodeType'] == 'Template' and 'Template' in __idata['ObserverTemplate']:
-                        __template =__idata['ObserverTemplate']['Template']
-                        __commands.append( "set( Concept='Observer', Variable='%s', Template='%s' )"%(sk,__template) )
-                    if __idata['NodeType'] == 'String' and 'Value' in __idata:
-                        __value =__idata['Value']
-                        __commands.append( "set( Concept='Observer', Variable='%s', String='%s' )"%(sk,__value) )
-            #
-            # Background, ObservationError, ObservationOperator...
-            elif type(r) is dict:
-                __argumentsList = []
-                if 'Stored' in r and bool(r['Stored']):
-                    __argumentsList.append(['Stored',True])
-                if 'INPUT_TYPE' in r and r['INPUT_TYPE'] in r:
-                    # Vector, Matrix, ScalarSparseMatrix, DiagonalSparseMatrix, Function
-                    __itype = r['INPUT_TYPE']
-                    __idata = r[__itype]['data']
-                    if 'FROM' in __idata and __idata['FROM'].upper()+'_DATA' in __idata:
-                        # String, Script, Template, ScriptWithOneFunction, ScriptWithFunctions
-                        __ifrom = __idata['FROM']
-                        if __ifrom == 'String' or __ifrom == 'Template':
-                            __argumentsList.append([__itype,__idata['STRING_DATA']['STRING']])
-                        if __ifrom == 'Script':
-                            __argumentsList.append([__itype,True])
-                            __argumentsList.append(['Script',__idata['SCRIPT_DATA']['SCRIPT_FILE']])
-                        if __ifrom == 'ScriptWithOneFunction':
-                            __argumentsList.append(['OneFunction',True])
-                            __argumentsList.append(['Script',__idata['SCRIPTWITHONEFUNCTION_DATA'].pop('SCRIPTWITHONEFUNCTION_FILE')])
-                            if len(__idata['SCRIPTWITHONEFUNCTION_DATA'])>0:
-                                __argumentsList.append(['Parameters',__idata['SCRIPTWITHONEFUNCTION_DATA']])
-                        if __ifrom == 'ScriptWithFunctions':
-                            __argumentsList.append(['ThreeFunctions',True])
-                            __argumentsList.append(['Script',__idata['SCRIPTWITHFUNCTIONS_DATA'].pop('SCRIPTWITHFUNCTIONS_FILE')])
-                            if len(__idata['SCRIPTWITHFUNCTIONS_DATA'])>0:
-                                __argumentsList.append(['Parameters',__idata['SCRIPTWITHFUNCTIONS_DATA']])
-                __arguments = ["%s = %s"%(k,repr(v)) for k,v in __argumentsList]
-                __commands.append( "set( Concept='%s', %s )"%(__command, ", ".join(__arguments)))
-        #
-        # ----------------------------------------------------------------------
-        __commands.sort() # Pour commencer par 'AlgorithmParameters'
-        __commands.append(__UserPostAnalysis)
-        return __commands
-
-class _DCTViewer(GenericCaseViewer):
-    """
-    Etablissement des commandes d'un cas DCT (Cas<->DCT)
-    """
-    def __init__(self, __name="", __objname="case", __content=None, __object=None):
-        "Initialisation et enregistrement de l'entete"
-        GenericCaseViewer.__init__(self, __name, __objname, __content, __object)
-        self._observerIndex = 0
-        self._addLine("# -*- coding: utf-8 -*-")
-        self._addLine("#\n# Python script for ADAO DCT\n#")
-        self._addLine("from numpy import array, matrix")
-        self._addLine("#")
-        self._addLine("%s = {}"%__objname)
-        if self._content is not None:
-            for command in self._content:
-                self._append(*command)
-    def _append(self, __command=None, __keys=None, __local=None, __pre=None, __switchoff=False):
-        "Transformation d'une commande individuelle en un enregistrement"
-        if __command is not None and __keys is not None and __local is not None:
-            __text  = ""
-            if "execute" in __command: return
-            if "self" in __keys: __keys.remove("self")
-            if __command in ("set","get") and "Concept" in __keys:
-                __key = __local["Concept"]
-                __keys.remove("Concept")
-            else:
-                __key = __command.replace("set","").replace("get","")
-            if "Observer" in __key and 'Variable' in __keys:
-                self._observerIndex += 1
-                __key += "_%i"%self._observerIndex
-            __text += "%s['%s'] = {"%(self._objname,str(__key))
-            for k in __keys:
-                __v = __local[k]
-                if __v is None: continue
-                if   k == "Checked" and not __v: continue
-                if   k == "Stored"  and not __v: continue
-                if   k == "AvoidRC" and __v: continue
-                if   k == "noDetails": continue
-                if isinstance(__v,Persistence.Persistence): __v = __v.values()
-                if callable(__v): __text = self._missing%__v.__name__+__text
-                if isinstance(__v,dict):
-                    for val in __v.values():
-                        if callable(val): __text = self._missing%val.__name__+__text
-                numpy.set_printoptions(precision=15,threshold=1000000,linewidth=1000*15)
-                __text += "'%s':%s, "%(k,repr(__v))
-                numpy.set_printoptions(precision=8,threshold=1000,linewidth=75)
-            __text.rstrip(", ").rstrip()
-            __text += "}"
-            if __text[-2:] == "{}": return # Supprime les *Debug et les variables
-            self._addLine(__text)
-    def _extract(self, __multilines="", __object=None):
-        "Transformation un enregistrement en une commande individuelle"
-        __commands = []
-        __multilines = __multilines.replace("\r\n","\n")
-        exec(__multilines)
-        self._objdata = None
-        __getlocals = locals()
-        for k in __getlocals:
-            try:
-                if 'AlgorithmParameters' in __getlocals[k] and type(__getlocals[k]) is dict:
-                    self._objname = k
-                    self._objdata = __getlocals[k]
-            except:
-                continue
-        if self._objdata is None:
-            raise ValueError("Impossible to load given content as a ADAO DCT one (no 'AlgorithmParameters' key found).")
-        for k in self._objdata:
-            if 'Observer_' in k:
-                __command = k.split('_',1)[0]
-            else:
-                __command = k
-            __arguments = ["%s = %s"%(k,repr(v)) for k,v in self._objdata[k].items()]
-            __commands.append( "set( Concept='%s', %s )"%(__command, ", ".join(__arguments)))
-        __commands.sort() # Pour commencer par 'AlgorithmParameters'
-        return __commands
-
-class _SCDViewer(GenericCaseViewer):
-    """
-    Etablissement des commandes d'un cas SCD (Study Config Dictionary/Cas->SCD)
-    """
-    def __init__(self, __name="", __objname="case", __content=None, __object=None):
-        "Initialisation et enregistrement de l'entete"
-        GenericCaseViewer.__init__(self, __name, __objname, __content, __object)
-        self._addLine("# -*- coding: utf-8 -*-")
-        self._addLine("#\n# Input for ADAO converter to YACS\n#")
-        self._addLine("from numpy import array, matrix")
-        self._addLine("#")
-        self._addLine("study_config = {}")
-        self._addLine("study_config['StudyType'] = 'ASSIMILATION_STUDY'")
-        self._addLine("study_config['Name'] = '%s'"%self._name)
-        self._addLine("observers = {}")
-        self._addLine("study_config['Observers'] = observers")
-        self._addLine("#")
-        self._addLine("inputvariables_config = {}")
-        self._addLine("inputvariables_config['Order'] =['adao_default']")
-        self._addLine("inputvariables_config['adao_default'] = -1")
-        self._addLine("study_config['InputVariables'] = inputvariables_config")
-        self._addLine("#")
-        self._addLine("outputvariables_config = {}")
-        self._addLine("outputvariables_config['Order'] = ['adao_default']")
-        self._addLine("outputvariables_config['adao_default'] = -1")
-        self._addLine("study_config['OutputVariables'] = outputvariables_config")
-        if __content is not None:
-            for command in __content:
-                self._append(*command)
-    def _append(self, __command=None, __keys=None, __local=None, __pre=None, __switchoff=False):
-        "Transformation d'une commande individuelle en un enregistrement"
-        if __command == "set": __command = __local["Concept"]
-        else:                  __command = __command.replace("set", "", 1)
-        #
-        __text  = None
-        if __command in (None, 'execute', 'executePythonScheme', 'executeYACSScheme', 'get', 'Name'):
-            return
-        elif __command in ['Debug', 'setDebug']:
-            __text  = "#\nstudy_config['Debug'] = '1'"
-        elif __command in ['NoDebug', 'setNoDebug']:
-            __text  = "#\nstudy_config['Debug'] = '0'"
-        elif __command in ['Observer', 'setObserver']:
-            __obs   = __local['Variable']
-            self._numobservers += 1
-            __text  = "#\n"
-            __text += "observers['%s'] = {}\n"%__obs
-            if __local['String'] is not None:
-                __text += "observers['%s']['nodetype'] = '%s'\n"%(__obs, 'String')
-                __text += "observers['%s']['String'] = \"\"\"%s\"\"\"\n"%(__obs, __local['String'])
-            if __local['Script'] is not None:
-                __text += "observers['%s']['nodetype'] = '%s'\n"%(__obs, 'Script')
-                __text += "observers['%s']['Script'] = \"%s\"\n"%(__obs, __local['Script'])
-            if __local['Template'] is not None and __local['Template'] in Templates.ObserverTemplates:
-                __text += "observers['%s']['nodetype'] = '%s'\n"%(__obs, 'String')
-                __text += "observers['%s']['String'] = \"\"\"%s\"\"\"\n"%(__obs, Templates.ObserverTemplates[__local['Template']])
-            if __local['Info'] is not None:
-                __text += "observers['%s']['info'] = \"\"\"%s\"\"\"\n"%(__obs, __local['Info'])
-            else:
-                __text += "observers['%s']['info'] = \"\"\"%s\"\"\"\n"%(__obs, __obs)
-            __text += "observers['%s']['number'] = %s"%(__obs, self._numobservers)
-        elif __local is not None: # __keys is not None and
-            numpy.set_printoptions(precision=15,threshold=1000000,linewidth=1000*15)
-            __text  = "#\n"
-            __text += "%s_config = {}\n"%__command
-            if 'self' in __local: __local.pop('self')
-            __to_be_removed = []
-            for __k,__v in __local.items():
-                if __v is None: __to_be_removed.append(__k)
-            for __k in __to_be_removed:
-                __local.pop(__k)
-            for __k,__v in __local.items():
-                if __k == "Concept": continue
-                if __k in ['ScalarSparseMatrix','DiagonalSparseMatrix','Matrix','OneFunction','ThreeFunctions'] and 'Script' in __local: continue
-                if __k == 'Algorithm':
-                    __text += "study_config['Algorithm'] = %s\n"%(repr(__v))
-                elif __k == 'Script':
-                    __k = 'Vector'
-                    __f = 'Script'
-                    __v = "'"+repr(__v)+"'"
-                    for __lk in ['ScalarSparseMatrix','DiagonalSparseMatrix','Matrix']:
-                        if __lk in __local and __local[__lk]: __k = __lk
-                    if __command == "AlgorithmParameters": __k = "Dict"
-                    if 'OneFunction' in __local and __local['OneFunction']:
-                        __text += "%s_ScriptWithOneFunction = {}\n"%(__command,)
-                        __text += "%s_ScriptWithOneFunction['Function'] = ['Direct', 'Tangent', 'Adjoint']\n"%(__command,)
-                        __text += "%s_ScriptWithOneFunction['Script'] = {}\n"%(__command,)
-                        __text += "%s_ScriptWithOneFunction['Script']['Direct'] = %s\n"%(__command,__v)
-                        __text += "%s_ScriptWithOneFunction['Script']['Tangent'] = %s\n"%(__command,__v)
-                        __text += "%s_ScriptWithOneFunction['Script']['Adjoint'] = %s\n"%(__command,__v)
-                        __text += "%s_ScriptWithOneFunction['DifferentialIncrement'] = 1e-06\n"%(__command,)
-                        __text += "%s_ScriptWithOneFunction['CenteredFiniteDifference'] = 0\n"%(__command,)
-                        __k = 'Function'
-                        __f = 'ScriptWithOneFunction'
-                        __v = '%s_ScriptWithOneFunction'%(__command,)
-                    if 'ThreeFunctions' in __local and __local['ThreeFunctions']:
-                        __text += "%s_ScriptWithFunctions = {}\n"%(__command,)
-                        __text += "%s_ScriptWithFunctions['Function'] = ['Direct', 'Tangent', 'Adjoint']\n"%(__command,)
-                        __text += "%s_ScriptWithFunctions['Script'] = {}\n"%(__command,)
-                        __text += "%s_ScriptWithFunctions['Script']['Direct'] = %s\n"%(__command,__v)
-                        __text += "%s_ScriptWithFunctions['Script']['Tangent'] = %s\n"%(__command,__v)
-                        __text += "%s_ScriptWithFunctions['Script']['Adjoint'] = %s\n"%(__command,__v)
-                        __k = 'Function'
-                        __f = 'ScriptWithFunctions'
-                        __v = '%s_ScriptWithFunctions'%(__command,)
-                    __text += "%s_config['Type'] = '%s'\n"%(__command,__k)
-                    __text += "%s_config['From'] = '%s'\n"%(__command,__f)
-                    __text += "%s_config['Data'] = %s\n"%(__command,__v)
-                    __text = __text.replace("''","'")
-                elif __k in ('Stored', 'Checked'):
-                    if bool(__v):
-                        __text += "%s_config['%s'] = '%s'\n"%(__command,__k,int(bool(__v)))
-                elif __k in ('AvoidRC', 'noDetails'):
-                    if not bool(__v):
-                        __text += "%s_config['%s'] = '%s'\n"%(__command,__k,int(bool(__v)))
-                else:
-                    if __k == 'Parameters': __k = "Dict"
-                    if isinstance(__v,Persistence.Persistence): __v = __v.values()
-                    if callable(__v): __text = self._missing%__v.__name__+__text
-                    if isinstance(__v,dict):
-                        for val in __v.values():
-                            if callable(val): __text = self._missing%val.__name__+__text
-                    __text += "%s_config['Type'] = '%s'\n"%(__command,__k)
-                    __text += "%s_config['From'] = '%s'\n"%(__command,'String')
-                    __text += "%s_config['Data'] = \"\"\"%s\"\"\"\n"%(__command,repr(__v))
-            __text += "study_config['%s'] = %s_config"%(__command,__command)
-            numpy.set_printoptions(precision=8,threshold=1000,linewidth=75)
-            if __switchoff:
-                self._switchoff = True
-        if __text is not None: self._addLine(__text)
-        if not __switchoff:
-            self._switchoff = False
-    def _finalize(self, *__args):
-        self.__loadVariablesByScript()
-        self._addLine("#")
-        self._addLine("Analysis_config = {}")
-        self._addLine("Analysis_config['From'] = 'String'")
-        self._addLine("Analysis_config['Data'] = \"\"\"import numpy")
-        self._addLine("xa=numpy.ravel(ADD.get('Analysis')[-1])")
-        self._addLine("print 'Analysis:',xa\"\"\"")
-        self._addLine("study_config['UserPostAnalysis'] = Analysis_config")
-    def __loadVariablesByScript(self):
-        __ExecVariables = {} # Necessaire pour recuperer la variable
-        exec("\n".join(self._lineSerie), __ExecVariables)
-        study_config = __ExecVariables['study_config']
-        # Pour Python 3 : self.__hasAlgorithm = bool(study_config['Algorithm'])
-        if 'Algorithm' in study_config:
-            self.__hasAlgorithm = True
-        else:
-            self.__hasAlgorithm = False
-        if not self.__hasAlgorithm and \
-                "AlgorithmParameters" in study_config and \
-                isinstance(study_config['AlgorithmParameters'], dict) and \
-                "From" in study_config['AlgorithmParameters'] and \
-                "Data" in study_config['AlgorithmParameters'] and \
-                study_config['AlgorithmParameters']['From'] == 'Script':
-            __asScript = study_config['AlgorithmParameters']['Data']
-            __var = ImportFromScript(__asScript).getvalue( "Algorithm" )
-            __text = "#\nstudy_config['Algorithm'] = '%s'"%(__var,)
-            self._addLine(__text)
-        if self.__hasAlgorithm and \
-                "AlgorithmParameters" in study_config and \
-                isinstance(study_config['AlgorithmParameters'], dict) and \
-                "From" not in study_config['AlgorithmParameters'] and \
-                "Data" not in study_config['AlgorithmParameters']:
-            __text  = "#\n"
-            __text += "AlgorithmParameters_config['Type'] = 'Dict'\n"
-            __text += "AlgorithmParameters_config['From'] = 'String'\n"
-            __text += "AlgorithmParameters_config['Data'] = '{}'\n"
-            self._addLine(__text)
-        del study_config
-
-class _XMLViewer(GenericCaseViewer):
-    """
-    Etablissement des commandes d'un cas XML
-    """
-    def __init__(self, __name="", __objname="case", __content=None, __object=None):
-        "Initialisation et enregistrement de l'entete"
-        GenericCaseViewer.__init__(self, __name, __objname, __content, __object)
-        raise NotImplementedError()
-
-class _YACSViewer(GenericCaseViewer):
-    """
-    Etablissement des commandes d'un cas YACS (Cas->SCD->YACS)
-    """
-    def __init__(self, __name="", __objname="case", __content=None, __object=None):
-        "Initialisation et enregistrement de l'entete"
-        GenericCaseViewer.__init__(self, __name, __objname, __content, __object)
-        self.__internalSCD = _SCDViewer(__name, __objname, __content, __object)
-        self._append       = self.__internalSCD._append
-    def dump(self, __filename=None, __convertSCDinMemory=True):
-        "Restitution normalisée des commandes"
-        self.__internalSCD._finalize()
-        # -----
-        if __filename is None:
-            raise ValueError("A file name has to be given for YACS XML output.")
-        # -----
-        if not PlatformInfo.has_salome or \
-            not PlatformInfo.has_adao:
-            raise ImportError("\n\n"+\
-                "Unable to get SALOME or ADAO environnement variables.\n"+\
-                "Please load the right environnement before trying to use it.\n")
-        elif __convertSCDinMemory:
-            __file    = os.path.abspath(__filename)
-            __SCDdump = self.__internalSCD.dump()
-            if os.path.isfile(__file) or os.path.islink(__file):
-                os.remove(__file)
-            from daYacsSchemaCreator.run import create_schema_from_content
-            create_schema_from_content(__SCDdump, __file)
-        else:
-            __file    = os.path.abspath(__filename)
-            __SCDfile = __file[:__file.rfind(".")] + '_SCD.py'
-            __SCDdump = self.__internalSCD.dump(__SCDfile)
-            if os.path.isfile(__file) or os.path.islink(__file):
-                os.remove(__file)
-            __converterExe = os.path.join(os.environ["ADAO_ROOT_DIR"], "bin/salome", "AdaoYacsSchemaCreator.py")
-            __args = ["python", __converterExe, __SCDfile, __file]
-            import subprocess
-            __p = subprocess.Popen(__args)
-            (__stdoutdata, __stderrdata) = __p.communicate()
-            __p.terminate()
-            os.remove(__SCDfile)
-        # -----
-        if not os.path.exists(__file):
-            __msg  = "An error occured during the ADAO YACS Schema build for\n"
-            __msg += "the target output file:\n"
-            __msg += "  %s\n"%__file
-            __msg += "See errors details in your launching terminal log.\n"
-            raise ValueError(__msg)
-        # -----
-        __fid = open(__file,"r")
-        __text = __fid.read()
-        __fid.close()
-        return __text
-
-# ==============================================================================
-class ImportFromScript(object):
-    """
-    Obtention d'une variable nommee depuis un fichier script importe
-    """
-    def __init__(self, __filename=None):
-        "Verifie l'existence et importe le script"
-        if __filename is None:
-            raise ValueError("The name of the file, containing the variable to be read, has to be specified.")
-        if not os.path.isfile(__filename):
-            raise ValueError("The file containing the variable to be imported doesn't seem to exist. Please check the file. The given file name is:\n  \"%s\""%__filename)
-        if os.path.dirname(__filename) != '':
-            sys.path.insert(0, os.path.dirname(__filename))
-            __basename = os.path.basename(__filename).rstrip(".py")
-        else:
-            __basename = __filename.rstrip(".py")
-        self.__basename = __basename
-        self.__scriptfile = __import__(__basename, globals(), locals(), [])
-        self.__scriptstring = open(__filename,'r').read()
-    def getvalue(self, __varname=None, __synonym=None ):
-        "Renvoie la variable demandee"
-        if __varname is None:
-            raise ValueError("The name of the variable to be read has to be specified. Please check the content of the file and the syntax.")
-        if not hasattr(self.__scriptfile, __varname):
-            if __synonym is None:
-                raise ValueError("The imported script file \"%s\" doesn't contain the mandatory variable \"%s\" to be read. Please check the content of the file and the syntax."%(str(self.__basename)+".py",__varname))
-            elif not hasattr(self.__scriptfile, __synonym):
-                raise ValueError("The imported script file \"%s\" doesn't contain the mandatory variable \"%s\" to be read. Please check the content of the file and the syntax."%(str(self.__basename)+".py",__synonym))
-            else:
-                return getattr(self.__scriptfile, __synonym)
-        else:
-            return getattr(self.__scriptfile, __varname)
-    def getstring(self):
-        "Renvoie le script complet"
-        return self.__scriptstring
-
 # ==============================================================================
 def CostFunction3D(_x,
                    _Hm  = None,  # Pour simuler Hm(x) : HO["Direct"].appliedTo
diff --git a/src/daComposant/daCore/Interfaces.py b/src/daComposant/daCore/Interfaces.py
new file mode 100644 (file)
index 0000000..71a8c74
--- /dev/null
@@ -0,0 +1,637 @@
+# -*- coding: utf-8 -*-
+#
+# Copyright (C) 2008-2018 EDF R&D
+#
+# This library is free software; you can redistribute it and/or
+# modify it under the terms of the GNU Lesser General Public
+# License as published by the Free Software Foundation; either
+# version 2.1 of the License.
+#
+# This library is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+# Lesser General Public License for more details.
+#
+# You should have received a copy of the GNU Lesser General Public
+# License along with this library; if not, write to the Free Software
+# Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA  02111-1307 USA
+#
+# See http://www.salome-platform.org/ or email : webmaster.salome@opencascade.com
+#
+# Author: Jean-Philippe Argaud, jean-philippe.argaud@edf.fr, EDF R&D
+
+"""
+    Définit les outils d'interfaces normalisées de cas.
+"""
+__author__ = "Jean-Philippe ARGAUD"
+__all__ = []
+
+import os
+import sys
+import logging
+import copy
+import numpy
+from daCore import Persistence
+from daCore import PlatformInfo
+from daCore import Templates
+
+# ==============================================================================
+class GenericCaseViewer(object):
+    """
+    Gestion des commandes de creation d'une vue de cas
+    """
+    def __init__(self, __name="", __objname="case", __content=None, __object=None):
+        "Initialisation et enregistrement de l'entete"
+        self._name         = str(__name)
+        self._objname      = str(__objname)
+        self._lineSerie    = []
+        self._switchoff    = False
+        self._numobservers = 2
+        self._content      = __content
+        self._object       = __object
+        self._missing = """raise ValueError("This case requires beforehand to import or define the variable named <%s>. When corrected, remove this command, correct and uncomment the following one.")\n# """
+    def _append(self, *args):
+        "Transformation de commande individuelle en enregistrement"
+        raise NotImplementedError()
+    def _extract(self, *args):
+        "Transformation d'enregistrement en commande individuelle"
+        raise NotImplementedError()
+    def _finalize(self, __upa=None):
+        "Enregistrement du final"
+        if __upa is not None and len(__upa)>0:
+            self._lineSerie.append("%s.execute()"%(self._objname,))
+            self._lineSerie.append(__upa)
+    def _addLine(self, line=""):
+        "Ajoute un enregistrement individuel"
+        self._lineSerie.append(line)
+    def _get_objname(self):
+        return self._objname
+    def dump(self, __filename=None, __upa=None):
+        "Restitution normalisée des commandes"
+        self._finalize(__upa)
+        __text = "\n".join(self._lineSerie)
+        __text +="\n"
+        if __filename is not None:
+            __file = os.path.abspath(__filename)
+            __fid = open(__file,"w")
+            __fid.write(__text)
+            __fid.close()
+        return __text
+    def load(self, __filename=None, __content=None, __object=None):
+        "Chargement normalisé des commandes"
+        if __filename is not None and os.path.exists(__filename):
+            self._content = open(__filename, 'r').read()
+        elif __content is not None and type(__content) is str:
+            self._content = __content
+        elif __object is not None and type(__object) is dict:
+            self._object = copy.deepcopy(__object)
+        else:
+            pass # use "self._content" from initialization
+        __commands = self._extract(self._content, self._object)
+        return __commands
+
+class _TUIViewer(GenericCaseViewer):
+    """
+    Etablissement des commandes d'un cas ADAO TUI (Cas<->TUI)
+    """
+    def __init__(self, __name="", __objname="case", __content=None, __object=None):
+        "Initialisation et enregistrement de l'entete"
+        GenericCaseViewer.__init__(self, __name, __objname, __content, __object)
+        self._addLine("# -*- coding: utf-8 -*-")
+        self._addLine("#\n# Python script for ADAO TUI\n#")
+        self._addLine("from numpy import array, matrix")
+        self._addLine("import adaoBuilder")
+        self._addLine("%s = adaoBuilder.New('%s')"%(self._objname, self._name))
+        if self._content is not None:
+            for command in self._content:
+                self._append(*command)
+    def _append(self, __command=None, __keys=None, __local=None, __pre=None, __switchoff=False):
+        "Transformation d'une commande individuelle en un enregistrement"
+        if __command is not None and __keys is not None and __local is not None:
+            __text  = ""
+            if __pre is not None:
+                __text += "%s = "%__pre
+            __text += "%s.%s( "%(self._objname,str(__command))
+            if "self" in __keys: __keys.remove("self")
+            if __command not in ("set","get") and "Concept" in __keys: __keys.remove("Concept")
+            for k in __keys:
+                __v = __local[k]
+                if __v is None: continue
+                if   k == "Checked" and not __v: continue
+                if   k == "Stored"  and not __v: continue
+                if   k == "AvoidRC" and __v: continue
+                if   k == "noDetails": continue
+                if isinstance(__v,Persistence.Persistence): __v = __v.values()
+                if callable(__v): __text = self._missing%__v.__name__+__text
+                if isinstance(__v,dict):
+                    for val in __v.values():
+                        if callable(val): __text = self._missing%val.__name__+__text
+                numpy.set_printoptions(precision=15,threshold=1000000,linewidth=1000*15)
+                __text += "%s=%s, "%(k,repr(__v))
+                numpy.set_printoptions(precision=8,threshold=1000,linewidth=75)
+            __text.rstrip(", ")
+            __text += ")"
+            self._addLine(__text)
+    def _extract(self, __multilines="", __object=None):
+        "Transformation un enregistrement en une commande individuelle"
+        __is_case = False
+        __commands = []
+        __multilines = __multilines.replace("\r\n","\n")
+        for line in __multilines.split("\n"):
+            if "adaoBuilder.New" in line and "=" in line:
+                self._objname = line.split("=")[0].strip()
+                __is_case = True
+                logging.debug("TUI Extracting commands of '%s' object..."%(self._objname,))
+            if not __is_case:
+                continue
+            else:
+                if self._objname+".set" in line:
+                    __commands.append( line.replace(self._objname+".","",1) )
+                    logging.debug("TUI Extracted command: %s"%(__commands[-1],))
+        return __commands
+
+class _EPDViewer(GenericCaseViewer):
+    """
+    Etablissement des commandes d'un cas EPD (Eficas Python Dictionnary/Cas<-EPD)
+    """
+    def __init__(self, __name="", __objname="case", __content=None, __object=None):
+        "Initialisation et enregistrement de l'entete"
+        GenericCaseViewer.__init__(self, __name, __objname, __content, __object)
+        self._observerIndex = 0
+        self._addLine("# -*- coding: utf-8 -*-")
+        self._addLine("#\n# Python script for ADAO EPD\n#")
+        self._addLine("from numpy import array, matrix")
+        self._addLine("#")
+        self._addLine("%s = {}"%__objname)
+        if self._content is not None:
+            for command in self._content:
+                self._append(*command)
+    def _extract(self, __multilines=None, __object=None):
+        "Transformation un enregistrement en une commande individuelle"
+        if __multilines is not None:
+            __multilines = __multilines.replace("\r\n","\n")
+            exec(__multilines)
+            self._objdata = None
+            __getlocals = locals()
+            for k in __getlocals:
+                try:
+                    if type(__getlocals[k]) is dict:
+                        if 'ASSIMILATION_STUDY' in __getlocals[k]:
+                            self._objname = k
+                            self._objdata = __getlocals[k]['ASSIMILATION_STUDY']
+                        if 'CHECKING_STUDY' in __getlocals[k]:
+                            self._objname = k
+                            self._objdata = __getlocals[k]['CHECKING_STUDY']
+                except:
+                    continue
+        elif __multilines is None and __object is not None and type(__object) is dict:
+            self._objname = "case"
+            self._objdata = None
+            if 'ASSIMILATION_STUDY' in __object:
+                self._objdata = __object['ASSIMILATION_STUDY']
+            if 'CHECKING_STUDY' in __object:
+                self._objdata = __object['CHECKING_STUDY']
+        else:
+            self._objdata = None
+        #
+        if self._objdata is None or not(type(self._objdata) is dict) or not('AlgorithmParameters' in self._objdata):
+            raise ValueError("Impossible to load given content as a ADAO EPD one (no dictionnary or no 'AlgorithmParameters' key found).")
+        # ----------------------------------------------------------------------
+        logging.debug("EPD Extracting commands of '%s' object..."%(self._objname,))
+        __commands = []
+        __UserPostAnalysis = ""
+        for k,r in self._objdata.items():
+            __command = k
+            logging.debug("EPD Extracted command: %s:%s"%(k, r))
+            if   __command == "StudyName" and len(str(r))>0:
+                __commands.append( "set( Concept='Name', String='%s')"%(str(r),) )
+            elif   __command == "StudyRepertory":
+                __commands.append( "set( Concept='Directory', String='%s')"%(str(r),) )
+            #
+            elif __command == "UserPostAnalysis" and type(r) is dict:
+                if 'STRING_DATA' in r:
+                    __UserPostAnalysis = r['STRING_DATA']['STRING']
+                elif 'SCRIPT_DATA' in r and os.path.exists(r['SCRIPT_DATA']['SCRIPT_FILE']):
+                    __UserPostAnalysis = open(r['SCRIPT_DATA']['SCRIPT_FILE'],'r').read()
+                elif 'TEMPLATE_DATA' in r:
+                    # AnalysisPrinter...
+                    __itempl = r['TEMPLATE_DATA']['Template']
+                    __UserPostAnalysis = r['TEMPLATE_DATA'][__itempl]['ValueTemplate']
+                else:
+                    __UserPostAnalysis = ""
+                __UserPostAnalysis = __UserPostAnalysis.replace("ADD",self._objname)
+            #
+            elif __command == "AlgorithmParameters" and type(r) is dict and 'Algorithm' in r:
+                if 'Parameters%s'%(r['Algorithm'],) in r and r['Parameters'] == 'Defaults':
+                    __Dict = r['Parameters%s'%(r['Algorithm'],)]
+                    if 'SetSeed' in __Dict:__Dict['SetSeed'] = int(__Dict['SetSeed'])
+                    if 'BoxBounds' in __Dict and type(__Dict['BoxBounds']) is str:
+                        __Dict['BoxBounds'] = eval(__Dict['BoxBounds'])
+                    __parameters = ', Parameters=%s'%(repr(__Dict),)
+                elif 'Dict' in r and r['Parameters'] == 'Dict':
+                    __from = r['Dict']['data']
+                    if 'STRING_DATA' in __from:
+                        __parameters = ", Parameters=%s"%(repr(eval(__from['STRING_DATA']['STRING'])),)
+                    elif 'SCRIPT_DATA' in __from and os.path.exists(__from['SCRIPT_DATA']['SCRIPT_FILE']):
+                        __parameters = ", Script='%s'"%(__from['SCRIPT_DATA']['SCRIPT_FILE'],)
+                else:
+                    __parameters = ""
+                __commands.append( "set( Concept='AlgorithmParameters', Algorithm='%s'%s )"%(r['Algorithm'],__parameters) )
+            #
+            elif __command == "Observers" and type(r) is dict and 'SELECTION' in r:
+                if type(r['SELECTION']) is str:
+                    __selection = (r['SELECTION'],)
+                else:
+                    __selection = tuple(r['SELECTION'])
+                for sk in __selection:
+                    __idata = r[sk]['%s_data'%sk]
+                    if __idata['NodeType'] == 'Template' and 'Template' in __idata['ObserverTemplate']:
+                        __template =__idata['ObserverTemplate']['Template']
+                        __commands.append( "set( Concept='Observer', Variable='%s', Template='%s' )"%(sk,__template) )
+                    if __idata['NodeType'] == 'String' and 'Value' in __idata:
+                        __value =__idata['Value']
+                        __commands.append( "set( Concept='Observer', Variable='%s', String='%s' )"%(sk,__value) )
+            #
+            # Background, ObservationError, ObservationOperator...
+            elif type(r) is dict:
+                __argumentsList = []
+                if 'Stored' in r and bool(r['Stored']):
+                    __argumentsList.append(['Stored',True])
+                if 'INPUT_TYPE' in r and r['INPUT_TYPE'] in r:
+                    # Vector, Matrix, ScalarSparseMatrix, DiagonalSparseMatrix, Function
+                    __itype = r['INPUT_TYPE']
+                    __idata = r[__itype]['data']
+                    if 'FROM' in __idata and __idata['FROM'].upper()+'_DATA' in __idata:
+                        # String, Script, Template, ScriptWithOneFunction, ScriptWithFunctions
+                        __ifrom = __idata['FROM']
+                        if __ifrom == 'String' or __ifrom == 'Template':
+                            __argumentsList.append([__itype,__idata['STRING_DATA']['STRING']])
+                        if __ifrom == 'Script':
+                            __argumentsList.append([__itype,True])
+                            __argumentsList.append(['Script',__idata['SCRIPT_DATA']['SCRIPT_FILE']])
+                        if __ifrom == 'ScriptWithOneFunction':
+                            __argumentsList.append(['OneFunction',True])
+                            __argumentsList.append(['Script',__idata['SCRIPTWITHONEFUNCTION_DATA'].pop('SCRIPTWITHONEFUNCTION_FILE')])
+                            if len(__idata['SCRIPTWITHONEFUNCTION_DATA'])>0:
+                                __argumentsList.append(['Parameters',__idata['SCRIPTWITHONEFUNCTION_DATA']])
+                        if __ifrom == 'ScriptWithFunctions':
+                            __argumentsList.append(['ThreeFunctions',True])
+                            __argumentsList.append(['Script',__idata['SCRIPTWITHFUNCTIONS_DATA'].pop('SCRIPTWITHFUNCTIONS_FILE')])
+                            if len(__idata['SCRIPTWITHFUNCTIONS_DATA'])>0:
+                                __argumentsList.append(['Parameters',__idata['SCRIPTWITHFUNCTIONS_DATA']])
+                __arguments = ["%s = %s"%(k,repr(v)) for k,v in __argumentsList]
+                __commands.append( "set( Concept='%s', %s )"%(__command, ", ".join(__arguments)))
+        #
+        # ----------------------------------------------------------------------
+        __commands.sort() # Pour commencer par 'AlgorithmParameters'
+        __commands.append(__UserPostAnalysis)
+        return __commands
+
+class _DCTViewer(GenericCaseViewer):
+    """
+    Etablissement des commandes d'un cas DCT (Cas<->DCT)
+    """
+    def __init__(self, __name="", __objname="case", __content=None, __object=None):
+        "Initialisation et enregistrement de l'entete"
+        GenericCaseViewer.__init__(self, __name, __objname, __content, __object)
+        self._observerIndex = 0
+        self._addLine("# -*- coding: utf-8 -*-")
+        self._addLine("#\n# Python script for ADAO DCT\n#")
+        self._addLine("from numpy import array, matrix")
+        self._addLine("#")
+        self._addLine("%s = {}"%__objname)
+        if self._content is not None:
+            for command in self._content:
+                self._append(*command)
+    def _append(self, __command=None, __keys=None, __local=None, __pre=None, __switchoff=False):
+        "Transformation d'une commande individuelle en un enregistrement"
+        if __command is not None and __keys is not None and __local is not None:
+            __text  = ""
+            if "execute" in __command: return
+            if "self" in __keys: __keys.remove("self")
+            if __command in ("set","get") and "Concept" in __keys:
+                __key = __local["Concept"]
+                __keys.remove("Concept")
+            else:
+                __key = __command.replace("set","").replace("get","")
+            if "Observer" in __key and 'Variable' in __keys:
+                self._observerIndex += 1
+                __key += "_%i"%self._observerIndex
+            __text += "%s['%s'] = {"%(self._objname,str(__key))
+            for k in __keys:
+                __v = __local[k]
+                if __v is None: continue
+                if   k == "Checked" and not __v: continue
+                if   k == "Stored"  and not __v: continue
+                if   k == "AvoidRC" and __v: continue
+                if   k == "noDetails": continue
+                if isinstance(__v,Persistence.Persistence): __v = __v.values()
+                if callable(__v): __text = self._missing%__v.__name__+__text
+                if isinstance(__v,dict):
+                    for val in __v.values():
+                        if callable(val): __text = self._missing%val.__name__+__text
+                numpy.set_printoptions(precision=15,threshold=1000000,linewidth=1000*15)
+                __text += "'%s':%s, "%(k,repr(__v))
+                numpy.set_printoptions(precision=8,threshold=1000,linewidth=75)
+            __text.rstrip(", ").rstrip()
+            __text += "}"
+            if __text[-2:] == "{}": return # Supprime les *Debug et les variables
+            self._addLine(__text)
+    def _extract(self, __multilines="", __object=None):
+        "Transformation un enregistrement en une commande individuelle"
+        __commands = []
+        __multilines = __multilines.replace("\r\n","\n")
+        exec(__multilines)
+        self._objdata = None
+        __getlocals = locals()
+        for k in __getlocals:
+            try:
+                if 'AlgorithmParameters' in __getlocals[k] and type(__getlocals[k]) is dict:
+                    self._objname = k
+                    self._objdata = __getlocals[k]
+            except:
+                continue
+        if self._objdata is None:
+            raise ValueError("Impossible to load given content as a ADAO DCT one (no 'AlgorithmParameters' key found).")
+        for k in self._objdata:
+            if 'Observer_' in k:
+                __command = k.split('_',1)[0]
+            else:
+                __command = k
+            __arguments = ["%s = %s"%(k,repr(v)) for k,v in self._objdata[k].items()]
+            __commands.append( "set( Concept='%s', %s )"%(__command, ", ".join(__arguments)))
+        __commands.sort() # Pour commencer par 'AlgorithmParameters'
+        return __commands
+
+class _SCDViewer(GenericCaseViewer):
+    """
+    Etablissement des commandes d'un cas SCD (Study Config Dictionary/Cas->SCD)
+    """
+    def __init__(self, __name="", __objname="case", __content=None, __object=None):
+        "Initialisation et enregistrement de l'entete"
+        GenericCaseViewer.__init__(self, __name, __objname, __content, __object)
+        self._addLine("# -*- coding: utf-8 -*-")
+        self._addLine("#\n# Input for ADAO converter to YACS\n#")
+        self._addLine("from numpy import array, matrix")
+        self._addLine("#")
+        self._addLine("study_config = {}")
+        self._addLine("study_config['StudyType'] = 'ASSIMILATION_STUDY'")
+        self._addLine("study_config['Name'] = '%s'"%self._name)
+        self._addLine("observers = {}")
+        self._addLine("study_config['Observers'] = observers")
+        self._addLine("#")
+        self._addLine("inputvariables_config = {}")
+        self._addLine("inputvariables_config['Order'] =['adao_default']")
+        self._addLine("inputvariables_config['adao_default'] = -1")
+        self._addLine("study_config['InputVariables'] = inputvariables_config")
+        self._addLine("#")
+        self._addLine("outputvariables_config = {}")
+        self._addLine("outputvariables_config['Order'] = ['adao_default']")
+        self._addLine("outputvariables_config['adao_default'] = -1")
+        self._addLine("study_config['OutputVariables'] = outputvariables_config")
+        if __content is not None:
+            for command in __content:
+                self._append(*command)
+    def _append(self, __command=None, __keys=None, __local=None, __pre=None, __switchoff=False):
+        "Transformation d'une commande individuelle en un enregistrement"
+        if __command == "set": __command = __local["Concept"]
+        else:                  __command = __command.replace("set", "", 1)
+        #
+        __text  = None
+        if __command in (None, 'execute', 'executePythonScheme', 'executeYACSScheme', 'get', 'Name'):
+            return
+        elif __command in ['Debug', 'setDebug']:
+            __text  = "#\nstudy_config['Debug'] = '1'"
+        elif __command in ['NoDebug', 'setNoDebug']:
+            __text  = "#\nstudy_config['Debug'] = '0'"
+        elif __command in ['Observer', 'setObserver']:
+            __obs   = __local['Variable']
+            self._numobservers += 1
+            __text  = "#\n"
+            __text += "observers['%s'] = {}\n"%__obs
+            if __local['String'] is not None:
+                __text += "observers['%s']['nodetype'] = '%s'\n"%(__obs, 'String')
+                __text += "observers['%s']['String'] = \"\"\"%s\"\"\"\n"%(__obs, __local['String'])
+            if __local['Script'] is not None:
+                __text += "observers['%s']['nodetype'] = '%s'\n"%(__obs, 'Script')
+                __text += "observers['%s']['Script'] = \"%s\"\n"%(__obs, __local['Script'])
+            if __local['Template'] is not None and __local['Template'] in Templates.ObserverTemplates:
+                __text += "observers['%s']['nodetype'] = '%s'\n"%(__obs, 'String')
+                __text += "observers['%s']['String'] = \"\"\"%s\"\"\"\n"%(__obs, Templates.ObserverTemplates[__local['Template']])
+            if __local['Info'] is not None:
+                __text += "observers['%s']['info'] = \"\"\"%s\"\"\"\n"%(__obs, __local['Info'])
+            else:
+                __text += "observers['%s']['info'] = \"\"\"%s\"\"\"\n"%(__obs, __obs)
+            __text += "observers['%s']['number'] = %s"%(__obs, self._numobservers)
+        elif __local is not None: # __keys is not None and
+            numpy.set_printoptions(precision=15,threshold=1000000,linewidth=1000*15)
+            __text  = "#\n"
+            __text += "%s_config = {}\n"%__command
+            if 'self' in __local: __local.pop('self')
+            __to_be_removed = []
+            for __k,__v in __local.items():
+                if __v is None: __to_be_removed.append(__k)
+            for __k in __to_be_removed:
+                __local.pop(__k)
+            for __k,__v in __local.items():
+                if __k == "Concept": continue
+                if __k in ['ScalarSparseMatrix','DiagonalSparseMatrix','Matrix','OneFunction','ThreeFunctions'] and 'Script' in __local: continue
+                if __k == 'Algorithm':
+                    __text += "study_config['Algorithm'] = %s\n"%(repr(__v))
+                elif __k == 'Script':
+                    __k = 'Vector'
+                    __f = 'Script'
+                    __v = "'"+repr(__v)+"'"
+                    for __lk in ['ScalarSparseMatrix','DiagonalSparseMatrix','Matrix']:
+                        if __lk in __local and __local[__lk]: __k = __lk
+                    if __command == "AlgorithmParameters": __k = "Dict"
+                    if 'OneFunction' in __local and __local['OneFunction']:
+                        __text += "%s_ScriptWithOneFunction = {}\n"%(__command,)
+                        __text += "%s_ScriptWithOneFunction['Function'] = ['Direct', 'Tangent', 'Adjoint']\n"%(__command,)
+                        __text += "%s_ScriptWithOneFunction['Script'] = {}\n"%(__command,)
+                        __text += "%s_ScriptWithOneFunction['Script']['Direct'] = %s\n"%(__command,__v)
+                        __text += "%s_ScriptWithOneFunction['Script']['Tangent'] = %s\n"%(__command,__v)
+                        __text += "%s_ScriptWithOneFunction['Script']['Adjoint'] = %s\n"%(__command,__v)
+                        __text += "%s_ScriptWithOneFunction['DifferentialIncrement'] = 1e-06\n"%(__command,)
+                        __text += "%s_ScriptWithOneFunction['CenteredFiniteDifference'] = 0\n"%(__command,)
+                        __k = 'Function'
+                        __f = 'ScriptWithOneFunction'
+                        __v = '%s_ScriptWithOneFunction'%(__command,)
+                    if 'ThreeFunctions' in __local and __local['ThreeFunctions']:
+                        __text += "%s_ScriptWithFunctions = {}\n"%(__command,)
+                        __text += "%s_ScriptWithFunctions['Function'] = ['Direct', 'Tangent', 'Adjoint']\n"%(__command,)
+                        __text += "%s_ScriptWithFunctions['Script'] = {}\n"%(__command,)
+                        __text += "%s_ScriptWithFunctions['Script']['Direct'] = %s\n"%(__command,__v)
+                        __text += "%s_ScriptWithFunctions['Script']['Tangent'] = %s\n"%(__command,__v)
+                        __text += "%s_ScriptWithFunctions['Script']['Adjoint'] = %s\n"%(__command,__v)
+                        __k = 'Function'
+                        __f = 'ScriptWithFunctions'
+                        __v = '%s_ScriptWithFunctions'%(__command,)
+                    __text += "%s_config['Type'] = '%s'\n"%(__command,__k)
+                    __text += "%s_config['From'] = '%s'\n"%(__command,__f)
+                    __text += "%s_config['Data'] = %s\n"%(__command,__v)
+                    __text = __text.replace("''","'")
+                elif __k in ('Stored', 'Checked'):
+                    if bool(__v):
+                        __text += "%s_config['%s'] = '%s'\n"%(__command,__k,int(bool(__v)))
+                elif __k in ('AvoidRC', 'noDetails'):
+                    if not bool(__v):
+                        __text += "%s_config['%s'] = '%s'\n"%(__command,__k,int(bool(__v)))
+                else:
+                    if __k == 'Parameters': __k = "Dict"
+                    if isinstance(__v,Persistence.Persistence): __v = __v.values()
+                    if callable(__v): __text = self._missing%__v.__name__+__text
+                    if isinstance(__v,dict):
+                        for val in __v.values():
+                            if callable(val): __text = self._missing%val.__name__+__text
+                    __text += "%s_config['Type'] = '%s'\n"%(__command,__k)
+                    __text += "%s_config['From'] = '%s'\n"%(__command,'String')
+                    __text += "%s_config['Data'] = \"\"\"%s\"\"\"\n"%(__command,repr(__v))
+            __text += "study_config['%s'] = %s_config"%(__command,__command)
+            numpy.set_printoptions(precision=8,threshold=1000,linewidth=75)
+            if __switchoff:
+                self._switchoff = True
+        if __text is not None: self._addLine(__text)
+        if not __switchoff:
+            self._switchoff = False
+    def _finalize(self, *__args):
+        self.__loadVariablesByScript()
+        self._addLine("#")
+        self._addLine("Analysis_config = {}")
+        self._addLine("Analysis_config['From'] = 'String'")
+        self._addLine("Analysis_config['Data'] = \"\"\"import numpy")
+        self._addLine("xa=numpy.ravel(ADD.get('Analysis')[-1])")
+        self._addLine("print 'Analysis:',xa\"\"\"")
+        self._addLine("study_config['UserPostAnalysis'] = Analysis_config")
+    def __loadVariablesByScript(self):
+        __ExecVariables = {} # Necessaire pour recuperer la variable
+        exec("\n".join(self._lineSerie), __ExecVariables)
+        study_config = __ExecVariables['study_config']
+        # Pour Python 3 : self.__hasAlgorithm = bool(study_config['Algorithm'])
+        if 'Algorithm' in study_config:
+            self.__hasAlgorithm = True
+        else:
+            self.__hasAlgorithm = False
+        if not self.__hasAlgorithm and \
+                "AlgorithmParameters" in study_config and \
+                isinstance(study_config['AlgorithmParameters'], dict) and \
+                "From" in study_config['AlgorithmParameters'] and \
+                "Data" in study_config['AlgorithmParameters'] and \
+                study_config['AlgorithmParameters']['From'] == 'Script':
+            __asScript = study_config['AlgorithmParameters']['Data']
+            __var = ImportFromScript(__asScript).getvalue( "Algorithm" )
+            __text = "#\nstudy_config['Algorithm'] = '%s'"%(__var,)
+            self._addLine(__text)
+        if self.__hasAlgorithm and \
+                "AlgorithmParameters" in study_config and \
+                isinstance(study_config['AlgorithmParameters'], dict) and \
+                "From" not in study_config['AlgorithmParameters'] and \
+                "Data" not in study_config['AlgorithmParameters']:
+            __text  = "#\n"
+            __text += "AlgorithmParameters_config['Type'] = 'Dict'\n"
+            __text += "AlgorithmParameters_config['From'] = 'String'\n"
+            __text += "AlgorithmParameters_config['Data'] = '{}'\n"
+            self._addLine(__text)
+        del study_config
+
+class _XMLViewer(GenericCaseViewer):
+    """
+    Etablissement des commandes d'un cas XML
+    """
+    def __init__(self, __name="", __objname="case", __content=None, __object=None):
+        "Initialisation et enregistrement de l'entete"
+        GenericCaseViewer.__init__(self, __name, __objname, __content, __object)
+        raise NotImplementedError()
+
+class _YACSViewer(GenericCaseViewer):
+    """
+    Etablissement des commandes d'un cas YACS (Cas->SCD->YACS)
+    """
+    def __init__(self, __name="", __objname="case", __content=None, __object=None):
+        "Initialisation et enregistrement de l'entete"
+        GenericCaseViewer.__init__(self, __name, __objname, __content, __object)
+        self.__internalSCD = _SCDViewer(__name, __objname, __content, __object)
+        self._append       = self.__internalSCD._append
+    def dump(self, __filename=None, __convertSCDinMemory=True):
+        "Restitution normalisée des commandes"
+        self.__internalSCD._finalize()
+        # -----
+        if __filename is None:
+            raise ValueError("A file name has to be given for YACS XML output.")
+        # -----
+        if not PlatformInfo.has_salome or \
+            not PlatformInfo.has_adao:
+            raise ImportError("\n\n"+\
+                "Unable to get SALOME or ADAO environnement variables.\n"+\
+                "Please load the right environnement before trying to use it.\n")
+        elif __convertSCDinMemory:
+            __file    = os.path.abspath(__filename)
+            __SCDdump = self.__internalSCD.dump()
+            if os.path.isfile(__file) or os.path.islink(__file):
+                os.remove(__file)
+            from daYacsSchemaCreator.run import create_schema_from_content
+            create_schema_from_content(__SCDdump, __file)
+        else:
+            __file    = os.path.abspath(__filename)
+            __SCDfile = __file[:__file.rfind(".")] + '_SCD.py'
+            __SCDdump = self.__internalSCD.dump(__SCDfile)
+            if os.path.isfile(__file) or os.path.islink(__file):
+                os.remove(__file)
+            __converterExe = os.path.join(os.environ["ADAO_ROOT_DIR"], "bin/salome", "AdaoYacsSchemaCreator.py")
+            __args = ["python", __converterExe, __SCDfile, __file]
+            import subprocess
+            __p = subprocess.Popen(__args)
+            (__stdoutdata, __stderrdata) = __p.communicate()
+            __p.terminate()
+            os.remove(__SCDfile)
+        # -----
+        if not os.path.exists(__file):
+            __msg  = "An error occured during the ADAO YACS Schema build for\n"
+            __msg += "the target output file:\n"
+            __msg += "  %s\n"%__file
+            __msg += "See errors details in your launching terminal log.\n"
+            raise ValueError(__msg)
+        # -----
+        __fid = open(__file,"r")
+        __text = __fid.read()
+        __fid.close()
+        return __text
+
+class ImportFromScript(object):
+    """
+    Obtention d'une variable nommee depuis un fichier script importe
+    """
+    def __init__(self, __filename=None):
+        "Verifie l'existence et importe le script"
+        if __filename is None:
+            raise ValueError("The name of the file, containing the variable to be read, has to be specified.")
+        if not os.path.isfile(__filename):
+            raise ValueError("The file containing the variable to be imported doesn't seem to exist. Please check the file. The given file name is:\n  \"%s\""%__filename)
+        if os.path.dirname(__filename) != '':
+            sys.path.insert(0, os.path.dirname(__filename))
+            __basename = os.path.basename(__filename).rstrip(".py")
+        else:
+            __basename = __filename.rstrip(".py")
+        self.__basename = __basename
+        self.__scriptfile = __import__(__basename, globals(), locals(), [])
+        self.__scriptstring = open(__filename,'r').read()
+    def getvalue(self, __varname=None, __synonym=None ):
+        "Renvoie la variable demandee"
+        if __varname is None:
+            raise ValueError("The name of the variable to be read has to be specified. Please check the content of the file and the syntax.")
+        if not hasattr(self.__scriptfile, __varname):
+            if __synonym is None:
+                raise ValueError("The imported script file \"%s\" doesn't contain the mandatory variable \"%s\" to be read. Please check the content of the file and the syntax."%(str(self.__basename)+".py",__varname))
+            elif not hasattr(self.__scriptfile, __synonym):
+                raise ValueError("The imported script file \"%s\" doesn't contain the mandatory variable \"%s\" to be read. Please check the content of the file and the syntax."%(str(self.__basename)+".py",__synonym))
+            else:
+                return getattr(self.__scriptfile, __synonym)
+        else:
+            return getattr(self.__scriptfile, __varname)
+    def getstring(self):
+        "Renvoie le script complet"
+        return self.__scriptstring
+
+# ==============================================================================
+if __name__ == "__main__":
+    print('\n AUTODIAGNOSTIC \n')